diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md index 2a51618d9..5c73ba04b 100644 --- a/.github/CONTRIBUTING.md +++ b/.github/CONTRIBUTING.md @@ -1,85 +1,168 @@ # Contributing to FlixOpt -Thanks for your interest in contributing to FlixOpt! 🚀 +We warmly welcome contributions from the community! Whether you're fixing bugs, adding features, improving documentation, or sharing examples, your contributions are valuable. -## Quick Start +## Ways to Contribute -1. **Fork & Clone** +### 🐛 Report Issues +Found a bug or have a feature request? Please [open an issue](https://github.com/flixOpt/flixopt/issues) on GitHub. + +When reporting issues, please include: +- A clear description of the problem +- Steps to reproduce the issue +- Expected vs. actual behavior +- Your environment (OS, Python version, FlixOpt version) +- Minimal code example if applicable + +### 💡 Share Examples +Help others learn FlixOpt by contributing examples: +- Real-world use cases +- Tutorial notebooks +- Integration examples with other tools +- Add them to the `examples/` directory + +### 📖 Improve Documentation +Documentation improvements are always welcome: +- Fix typos or clarify existing docs +- Add missing documentation +- Translate documentation +- Improve code comments + +### 🔧 Submit Code Contributions +Ready to contribute code? Great! See the sections below for setup and guidelines. + +--- + +## Development Setup + +### Getting Started +1. Fork and clone the repository: ```bash - git clone https://github.com/yourusername/flixopt.git + git clone https://github.com/flixOpt/flixopt.git cd flixopt ``` -2. **Install for Development** +2. Install development dependencies: ```bash - pip install -e ".[full]" + pip install -e ".[full, dev]" ``` -3. **Make Changes & Submit PR** +3. Set up pre-commit hooks (one-time setup): ```bash - git checkout -b feature/your-change - # Make your changes - git commit -m "Add: description of changes" - git push origin feature/your-change - # Create Pull Request on GitHub + pre-commit install ``` -## How to Contribute - -### 🐛 **Found a Bug?** -Use our [bug report template](https://github.com/flixOpt/flixopt/issues/new?template=bug_report.yml) with: -- Minimal code example -- FlixOpt version, Python version, solver used -- Expected vs actual behavior - -### ✨ **Have a Feature Idea?** -Use our [feature request template](https://github.com/flixOpt/flixopt/issues/new?template=feature_request.yml) with: -- Clear energy system use case -- Specific examples of what you want to model +4. Verify your setup: + ```bash + pytest + ``` -### ❓ **Need Help?** -- Check the [documentation](https://flixopt.github.io/flixopt/latest/) first -- Search [existing issues](https://github.com/flixOpt/flixopt/issues) -- Start a [discussion](https://github.com/flixOpt/flixopt/discussions) +### Working with Documentation +FlixOpt uses [mkdocs](https://www.mkdocs.org/) to generate documentation. -## Code Guidelines +To work on documentation: +```bash +pip install -e ".[docs]" +mkdocs serve +``` +Then navigate to http://127.0.0.1:8000/ -- **Style**: Follow PEP 8, use descriptive names -- **Documentation**: Add docstrings with units (kW, kWh, etc.) if applicable -- **Energy Focus**: Use energy domain terminology consistently -- **Testing**: Test with different solvers when applicable +--- -### Example +## Code Quality Standards + +### Automated Checks +We use [Ruff](https://github.com/astral-sh/ruff) for linting and formatting. After the one-time setup above, **code quality checks run automatically on every commit**. + +### Manual Checks +To run checks manually: +- `ruff check --fix .` - Check and fix linting issues +- `ruff format .` - Format code +- `pre-commit run --all-files` - Run all pre-commit checks + +### Testing +All tests are located in the `tests/` directory with a flat structure: +- `test_component.py` - Component tests +- `test_flow.py` - Flow tests +- `test_storage.py` - Storage tests +- etc. + +#### Running Tests +- `pytest` - Run the full test suite (excluding examples by default) +- `pytest tests/test_component.py` - Run a specific test file +- `pytest tests/test_component.py::TestClassName` - Run a specific test class +- `pytest tests/test_component.py::TestClassName::test_method` - Run a specific test +- `pytest -m slow` - Run only slow tests +- `pytest -m examples` - Run example tests (normally skipped) +- `pytest -k "keyword"` - Run tests matching a keyword + +#### Common Test Patterns +The `tests/conftest.py` file provides shared fixtures: +- `solver_fixture` - Parameterized solver fixture (HiGHS, Gurobi) +- `highs_solver` - HiGHS solver instance +- Coordinate configuration fixtures for timesteps, periods, scenarios + +Use these fixtures by adding them as function parameters: ```python -def create_storage( - label: str, - capacity_kwh: float, - charging_power_kw: float -) -> Storage: - """ - Create a battery storage component. - - Args: - label: Unique identifier - capacity_kwh: Storage capacity [kWh] - charging_power_kw: Maximum charging power [kW] - """ +def test_my_feature(solver_fixture): + # solver_fixture is automatically provided by pytest + model = fx.FlowSystem(...) + model.solve(solver_fixture) ``` -## What We Welcome +#### Testing Guidelines +- Write tests for all new functionality +- Ensure all tests pass before submitting a PR +- Aim for 100% test coverage for new code +- Use descriptive test names that explain what's being tested +- Add the `@pytest.mark.slow` decorator for tests that take >5 seconds -- 🔧 New energy components (batteries, heat pumps, etc.) -- 📚 Documentation improvements -- 🐛 Bug fixes -- 🧪 Test cases -- 💡 Energy system examples +### Coding Guidelines +- Follow [PEP 8](https://pep8.org/) style guidelines +- Write clear, self-documenting code with helpful comments +- Include type hints for function signatures +- Create or update tests for new functionality +- Aim for 100% test coverage for new code -## Questions? +--- -- 📖 [Documentation](https://flixopt.github.io/flixopt/latest/) -- 💬 [Discussions](https://github.com/flixOpt/flixopt/discussions) -- 📧 Contact maintainers (see README) +## Workflow + +### Branches & Pull Requests +1. Create a feature branch from `main`: + ```bash + git checkout -b feature/your-feature-name + ``` + +2. Make your changes and commit them with clear messages + +3. Push your branch and open a Pull Request + +4. Ensure all CI checks pass + +### Branch Naming +- Features: `feature/feature-name` +- Bug fixes: `fix/bug-description` +- Documentation: `docs/what-changed` + +### Commit Messages +- Use clear, descriptive commit messages +- Start with a verb (Add, Fix, Update, Remove, etc.) +- Keep the first line under 72 characters --- -**Every contribution helps advance sustainable energy solutions! 🌱⚡** +## Releases + +We follow **Semantic Versioning** (MAJOR.MINOR.PATCH). Releases are created manually from the `main` branch by maintainers. + +--- + +## Questions? + +If you have questions or need help, feel free to: +- Open a discussion on GitHub +- Ask in an issue +- Reach out to the maintainers + +Thank you for contributing to FlixOpt! diff --git a/.github/ISSUE_TEMPLATE/bug_report.yml b/.github/ISSUE_TEMPLATE/bug_report.yml index 94b4491a5..3b1a32fb2 100644 --- a/.github/ISSUE_TEMPLATE/bug_report.yml +++ b/.github/ISSUE_TEMPLATE/bug_report.yml @@ -6,106 +6,70 @@ body: - type: markdown attributes: value: | - Thanks for taking the time to fill out this bug report! - - **Before submitting**: Please search [existing issues](https://github.com/flixOpt/flixopt/issues) to avoid duplicates. - -- type: checkboxes - id: checks - attributes: - label: Version Confirmation - description: Please confirm you can reproduce this on a supported version - options: - - label: I have confirmed this bug exists on the latest [release](https://github.com/flixOpt/flixopt/releases) of FlixOpt - required: true + **Quick guide**: Describe what's broken, provide code to reproduce if possible. + For simple bugs, just fill the first field. - type: textarea id: problem attributes: - label: Bug Description - description: Clearly describe what went wrong - placeholder: | - What happened? What did you expect to happen instead? - - Include any error messages or unexpected outputs. + label: What's broken? + description: Describe the bug - what happened vs. what you expected validations: required: true - type: textarea id: example attributes: - label: Minimal Reproducible Example + label: Code to reproduce description: | Provide the smallest possible code example that reproduces the bug. See [how to create minimal bug reports](https://matthewrocklin.com/minimal-bug-reports). - placeholder: | - import flixopt as fx + value: | import pandas as pd + import numpy as np + import flixopt as fx - # Minimal example that reproduces the bug - timesteps = pd.date_range('2024-01-01', periods=24, freq='h') - flow_system = fx.FlowSystem(timesteps) + fx.CONFIG.Logging.console = True + fx.CONFIG.Logging.level = 'DEBUG' + fx.CONFIG.apply() + flow_system = fx.FlowSystem(pd.date_range('2020-01-01', periods=3, freq='h')) - # Add components that trigger the bug... + flow_system.add_elements( + fx.Bus('Heat'), + fx.Bus('Gas'), + fx.Effect('Costs', '€', 'Cost', is_standard=True, is_objective=True), + fx.linear_converters.Boiler( + 'Boiler', + eta=0.5, + Q_th=fx.Flow(label='Heat', bus='Heat', size=50), + Q_fu=fx.Flow(label='Gas', bus='Gas'), + ), + fx.Sink( + 'Sink', + inputs=[ + fx.Flow(label='Demand', bus='Heat', size=1, fixed_relative_profile=np.array([30, 0, 20])) + ], + ), + fx.Source( + 'Source', + outputs=[fx.Flow(label='Gas', bus='Gas', size=1000, effects_per_flow_hour=0.04)], + ), + ) + + calculation = fx.FullCalculation('Simulation1', flow_system).do_modeling().solve(fx.solvers.HighsSolver(0.01, 60)) - # Show the problematic operation - result = flow_system.solve() # This should fail/behave unexpectedly render: python - validations: - required: true - type: textarea id: error-output attributes: - label: Error Output - description: If there's an error message, paste the full traceback here + label: Error message + description: Paste the full traceback if there is one render: shell -- type: dropdown - id: solver - attributes: - label: Solver Used - description: Which solver were you using? - options: - - HiGHS (default) - - Gurobi - - CPLEX - - GLPK - - CBC - - Other (specify below) - validations: - required: true - -- type: input - id: os - attributes: - label: Operating System - placeholder: "e.g., Windows 11, macOS 14.2, Ubuntu 22.04" - validations: - required: true - -- type: input - id: python-version - attributes: - label: Python Version - placeholder: "e.g., 3.11.5" - validations: - required: true - - type: textarea - id: environment + id: context attributes: - label: Environment Info - description: | - Run one of these commands and paste the output: - - `pip freeze` - - `conda env export` - render: shell - value: > -
- - ``` - Replace this with your environment info - ``` - -
+ label: Additional context + description: Solver, Python/OS version, environment details, or anything else relevant + placeholder: "HiGHS solver, Python 3.11, macOS 14" diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml index bc07496e8..0c30b34f2 100644 --- a/.github/ISSUE_TEMPLATE/config.yml +++ b/.github/ISSUE_TEMPLATE/config.yml @@ -1,14 +1,8 @@ -blank_issues_enabled: false +blank_issues_enabled: true contact_links: - name: 🤔 Modeling Questions url: https://github.com/flixOpt/flixopt/discussions/categories/q-a about: "How to model specific energy systems, components, and constraints" - - name: ⚡ Performance & Optimization - url: https://github.com/flixOpt/flixopt/discussions/categories/performance - about: "Solver performance, memory usage, and optimization speed issues" - - name: 💡 Ideas & Suggestions - url: https://github.com/flixOpt/flixopt/discussions/categories/ideas - about: "Share ideas and discuss potential improvements with the community" - name: 📖 Documentation url: https://flixopt.github.io/flixopt/latest/ - about: "Browse guides, API reference, and examples" + about: "Guides, API reference, and examples" diff --git a/.github/ISSUE_TEMPLATE/feature_request.yml b/.github/ISSUE_TEMPLATE/feature_request.yml index dd5c8def2..1c48cf10c 100644 --- a/.github/ISSUE_TEMPLATE/feature_request.yml +++ b/.github/ISSUE_TEMPLATE/feature_request.yml @@ -6,122 +6,33 @@ body: - type: markdown attributes: value: | - Thanks for suggesting a new feature! - - **Before submitting**: Please search [existing issues](https://github.com/flixOpt/flixopt/issues) and check our [roadmap](https://github.com/flixOpt/flixopt/discussions) to avoid duplicates. - -- type: checkboxes - id: checks - attributes: - label: Prerequisites - options: - - label: I have searched existing issues and discussions - required: true - - label: I have checked the [documentation](https://flixopt.github.io/flixopt/latest/) - required: true - -- type: dropdown - id: feature-type - attributes: - label: Feature Category - description: What type of feature is this? - options: - - New Component (storage, generation, conversion, etc.) - - Enhancement to Existing Component - - New Optimization Feature - - Data Input/Output Improvement - - Results/Visualization Enhancement - - Performance/Solver Improvement - - API/Usability Improvement - - Documentation/Examples - - Other - validations: - required: true + **Quick guide**: Describe what you want and why it's useful. + Skip optional fields for simple ideas. - type: textarea - id: problem + id: description attributes: - label: Problem Statement - description: What problem would this feature solve? - placeholder: | - Current limitation: "FlixOpt doesn't support [specific energy system component/feature]..." - - Impact: "This prevents users from modeling [specific scenarios]..." - -- type: textarea - id: solution - attributes: - label: Proposed Solution - description: Describe your proposed solution in detail - placeholder: | - I propose adding a new component/feature that would... - - Key capabilities: - - Feature 1 - - Feature 2 - - Feature 3 + label: What feature or improvement? + description: Describe what should be added or changed validations: required: true - type: textarea id: use-case attributes: - label: Use Case & Examples - description: Provide concrete examples of how this would be used - placeholder: | - Real-world scenario: "I'm modeling a microgrid with battery storage and need to..." - - Specific requirements: - - Must handle [specific constraint] - - Should support [specific behavior] - - Would benefit [specific user group] - validations: - required: true + label: Use case + description: What problem does this solve? What would you use it for? + placeholder: "When modeling X, I need to do Y..." - type: textarea - id: code-example + id: api-idea attributes: - label: Desired API (Optional) - description: Show how you'd like to use this feature + label: API idea (optional) + description: How might it work? Sketch a rough API if you have ideas placeholder: | - # Example of proposed API - component = fx.NewComponent( + # Example: + component = fx.NewThing( label='example', - parameter1=value1, - parameter2=value2 + param=value ) - - flow_system.add_component(component) render: python - -- type: textarea - id: alternatives - attributes: - label: Alternatives Considered - description: What workarounds or alternatives have you tried? - placeholder: | - Current workaround: "I'm currently using [existing component] but it doesn't support..." - - Other approaches considered: "I looked into [alternative] but..." - -- type: dropdown - id: priority - attributes: - label: Priority/Impact - description: How important is this feature for your work? - options: - - Critical - Blocking important work - - High - Would significantly improve workflow - - Medium - Nice to have enhancement - - Low - Minor improvement - -- type: textarea - id: additional-context - attributes: - label: Additional Context - description: References, papers, examples from other tools, etc. - placeholder: | - References: - - Research paper: [Title and link] - - Similar feature in [other tool]: [description] - - Industry standard: [description] diff --git a/.github/ISSUE_TEMPLATE/general_issue.yml b/.github/ISSUE_TEMPLATE/general_issue.yml deleted file mode 100644 index f2578b9ce..000000000 --- a/.github/ISSUE_TEMPLATE/general_issue.yml +++ /dev/null @@ -1,40 +0,0 @@ -name: 📝 General Issue -description: For issues that don't fit the specific templates below -title: "" -body: - - type: markdown - attributes: - value: | - **For specific issue types, please use the dedicated templates:** - - 🐛 **Bug Report** - Something is broken or not working as expected - - ✨ **Feature Request** - Suggest new functionality - - **For other topics, consider using Discussions instead:** - - 🤔 [Modeling Questions](https://github.com/flixOpt/flixopt/discussions/categories/q-a) - How to model specific energy systems - - ⚡ [Performance Help](https://github.com/flixOpt/flixopt/discussions/categories/performance) - Optimization speed and memory issues - - - type: textarea - id: issue-description - attributes: - label: Issue Description - description: Describe your issue, question, or concern - placeholder: | - Please describe: - - What you're trying to accomplish - - What's not working as expected - - Any relevant context or background - validations: - required: true - - - type: textarea - id: context - attributes: - label: Additional Context - description: Code examples, environment details, error messages, etc. - placeholder: | - Optional: Add any relevant details like: - - Code snippets - - Error messages - - Environment info - - Screenshots - render: markdown diff --git a/.github/ISSUE_TEMPLATE/task.yml b/.github/ISSUE_TEMPLATE/task.yml new file mode 100644 index 000000000..bb4741e02 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/task.yml @@ -0,0 +1,35 @@ +name: 📋 Task +description: Track work items, refactoring, cleanup, or general todos +title: "[TASK] " +labels: ["type: task"] +body: +- type: markdown + attributes: + value: | + **Quick guide**: Describe what needs to be done. + Use this for refactoring, cleanup, documentation, or general work items. + +- type: textarea + id: description + attributes: + label: What needs to be done? + description: Describe the task + validations: + required: true + +- type: textarea + id: details + attributes: + label: Details + description: Context, steps, requirements, or anything else relevant + placeholder: | + - Step 1 + - Step 2 + - Related to: #123 + +- type: textarea + id: acceptance + attributes: + label: Done when... + description: What defines this task as complete? + placeholder: "Tests pass, code is clean, docs updated..." diff --git a/.github/workflows/python-app.yaml b/.github/workflows/python-app.yaml index 20011db36..66ceceab4 100644 --- a/.github/workflows/python-app.yaml +++ b/.github/workflows/python-app.yaml @@ -5,7 +5,7 @@ on: branches: [main] # Only main branch tags: ['v*.*.*'] pull_request: - branches: [main, dev] + branches: [main, 'dev*', 'dev/**', 'feature/**'] types: [opened, synchronize, reopened] paths-ignore: - 'docs/**' @@ -24,6 +24,8 @@ concurrency: env: PYTHON_VERSION: "3.11" + MPLBACKEND: Agg # Non-interactive matplotlib backend for CI/testing + PLOTLY_RENDERER: json # Headless plotly renderer for CI/testing jobs: lint: @@ -35,7 +37,7 @@ jobs: - name: Set up uv uses: astral-sh/setup-uv@v6 with: - version: "0.8.19" + version: "0.9.5" enable-cache: true - name: Set up Python @@ -75,7 +77,7 @@ jobs: - name: Set up uv uses: astral-sh/setup-uv@v6 with: - version: "0.8.19" + version: "0.9.5" enable-cache: true - name: Set up Python ${{ matrix.python-version }} @@ -85,10 +87,39 @@ jobs: - name: Install dependencies run: | - uv pip install --system .[dev] "pytest-xdist==3.*" + uv pip install --system .[dev] - name: Run tests - run: pytest -v -p no:warnings --numprocesses=auto + run: pytest -v --numprocesses=auto + + test-examples: + runs-on: ubuntu-24.04 + timeout-minutes: 45 + needs: lint + # Only run examples on releases (tags) + if: startsWith(github.ref, 'refs/tags/v') || (github.event_name == 'push' && github.ref == 'refs/heads/main') + + steps: + - name: Check out code + uses: actions/checkout@v5 + + - name: Set up uv + uses: astral-sh/setup-uv@v6 + with: + version: "0.9.5" + enable-cache: true + + - name: Set up Python ${{ env.PYTHON_VERSION }} + uses: actions/setup-python@v6 + with: + python-version: ${{ env.PYTHON_VERSION }} + + - name: Install dependencies + run: | + uv pip install --system .[dev] + + - name: Run example tests + run: pytest -v -m examples --numprocesses=auto security: name: Security Scan @@ -101,7 +132,7 @@ jobs: - name: Set up uv uses: astral-sh/setup-uv@v6 with: - version: "0.8.19" + version: "0.9.5" enable-cache: true - name: Set up Python @@ -129,7 +160,7 @@ jobs: runs-on: ubuntu-24.04 permissions: contents: write - needs: [lint, test, security] + needs: [lint, test, test-examples, security] if: startsWith(github.ref, 'refs/tags/v') steps: @@ -141,7 +172,7 @@ jobs: - name: Set up uv uses: astral-sh/setup-uv@v6 with: - version: "0.8.19" + version: "0.9.5" enable-cache: true - name: Set up Python @@ -168,7 +199,7 @@ jobs: publish-testpypi: name: Publish to TestPyPI runs-on: ubuntu-24.04 - needs: [test, create-release] # Run after tests and release creation + needs: [test, test-examples, create-release] # Run after tests and release creation if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') # Only on tag push environment: name: testpypi @@ -183,7 +214,7 @@ jobs: - name: Set up uv uses: astral-sh/setup-uv@v6 with: - version: "0.8.19" + version: "0.9.5" enable-cache: true - name: Set up Python @@ -269,7 +300,7 @@ jobs: - name: Set up uv uses: astral-sh/setup-uv@v6 with: - version: "0.8.19" + version: "0.9.5" enable-cache: true - name: Set up Python @@ -313,25 +344,20 @@ jobs: # Wait and retry while PyPI indexes the package INSTALL_SUCCESS=false - for d in 10 20 40 80 120; do + for d in 10 20 40 60 90 120 180 300 480 600; do # Total: up to ~30 minutes sleep "$d" echo "Attempting to install $PACKAGE_NAME==$VERSION from PyPI (retry after ${d}s)..." - - # Install specific version and verify it matches - if uv pip install "$PACKAGE_NAME==$VERSION" && \ + # Install directly from pypi, potentially mitigatiing caches + if uv pip install --index-url https://pypi.org/simple/ "$PACKAGE_NAME==$VERSION" && \ python -c "from importlib.metadata import version; installed = version('$PACKAGE_NAME'); print(f'Installed: {installed}'); assert '$VERSION' == installed"; then INSTALL_SUCCESS=true break fi done - # Check if installation succeeded if [ "$INSTALL_SUCCESS" = "false" ]; then echo "ERROR: Failed to install $PACKAGE_NAME==$VERSION from PyPI after all retries" - echo "This could indicate:" - echo " - PyPI indexing issues" - echo " - Package upload problems" - echo " - Version mismatch between tag and package" + echo "Check: https://pypi.org/project/$PACKAGE_NAME/$VERSION/" exit 1 fi @@ -355,7 +381,7 @@ jobs: - name: Set up uv uses: astral-sh/setup-uv@v6 with: - version: "0.8.19" + version: "0.9.5" enable-cache: true - name: Set up Python @@ -363,10 +389,15 @@ jobs: with: python-version: ${{ env.PYTHON_VERSION }} - - name: Sync changelog to docs + - name: Extract changelog to docs run: | - cp CHANGELOG.md docs/changelog.md - echo "✅ Synced changelog to docs" + # Install packaging dependency for changelog extraction + uv pip install --system packaging + + # Extract individual release files + python scripts/extract_changelog.py + + echo "✅ Extracted changelog to docs/changelog/" - name: Install documentation dependencies run: | diff --git a/CHANGELOG.md b/CHANGELOG.md index f59b76ec6..6282e8d19 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,142 +1,538 @@ # Changelog -All notable changes to this project will be documented in this file. +This project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). +Formatting is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/) & [Gitmoji](https://gitmoji.dev). +For more details regarding the individual PRs and contributors, please refer to our [GitHub releases](https://github.com/flixOpt/flixopt/releases). -The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), -and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). +!!! tip + + If upgrading from v2.x, see the [v3.0.0 release notes](https://github.com/flixOpt/flixOpt/releases/tag/v3.0.0) and [Migration Guide](https://flixopt.github.io/flixopt/latest/user-guide/migration-guide-v3/). + +--- -## [Unreleased] - ????-??-?? -Multi-Period and stochastic modeling is coming to flixopt in this release. - -In this release, we introduce the following new features: -#### Multi-period-support -A flixopt model might be modeled with a "year" dimension. -This enables to model transformation pathways over multiple years. - -#### Stochastic modeling -A flixopt model can be modeled with a scenario dimension. -Scenarios can be weighted and variables can be equated across scenarios. This enables to model uncertainties in the flow system, such as: -* Different demand profiles -* Different price forecasts -* Different weather conditions - -Common use cases are: -* Find the best overall investment decision for possible scenarios (robust decision-making) -* Find the best dispatch for the most important assets under uncertain price and weather conditions - -The weighted sum of the total objective effect of each scenario is used as the objective of the optimization. - -#### Improved Data handling: IO, resampling and more through xarray -* IO for all Interfaces and the FlowSystem with round-trip serialization support - * NetCDF export/import capabilities for all Interface objects and FlowSystem - * JSON export for documentation purposes - * Recursive handling of nested Interface objects -* FlowSystem data manipulation methods - * `sel()` and `isel()` methods for temporal data selection - * `resample()` method for temporal resampling - * `copy()` method to create a copy of a FlowSystem, including all underlying Elements and their data - * `__eq__()` method for FlowSystem comparison - -* Core data handling improvements - * `get_dataarray_stats()` function for statistical summaries - * Enhanced `DataConverter` class with better TimeSeriesData support - - -### Added -* FlowSystem Restoring: The used FlowSystem will now get restired from the results (lazily). ALll Parameters can be safely acessed anytime after the solve. -* FLowResults added as a new class to store the results of Flows. They can now be accessed directly. -* Added precomputed DataArrays for `size`s, `flow_rate`s and `flow_hour`s. -* Added `effects_per_component()`-Dataset to Results that stores the direct (and indirect) effects of each component. This greatly improves the evaluation of the impact of individual Components, even with many and complex effects. -* Improved filter methods for Results -* Balanced storage - Storage charging and discharging sizes can now be forced to be equal in when optimizing their size. -* Added Example for 2-stage Investment decisions leveraging the resampling of a FlowSystem -* New Storage Parameter: `relative_minimum_final_charge_state` and `relative_maximum_final_charge_state` parameter for final state control - -### Changed -* **BREAKING**: `relative_minimum_charge_state` and `relative_maximum_charge_state` don't have an extra timestep anymore. The final charge state can now be constrained by parameters `relative_minimum_final_charge_state` and `relative_maximum_final_charge_state` instead -* **BREAKING**: Renamed class `SystemModel` to `FlowSystemModel` -* **BREAKING**: Renamed class `Model` to `Submodel` -* **BREAKING**: Renamed `mode` parameter in plotting methods to `style` -* FlowSystems can not be shared across multiple Calculations anymore. A copy of the FlowSystem is created instead, making every Calculation independent -* Each Subcalculation in `SegmentedCalculation` now has its own distinct `FlowSystem` object -* Type system overhaul - added clear separation between temporal and non-temporal data throughout codebase for better clarity -* Enhanced FlowSystem interface with improved `__repr__()` and `__str__()` methods -* Improved Model Structure - Views and organisation is now divided into: - * Model: The main Model (linopy.Model) that is used to create and store the variables and constraints for the flow_system. - * Submodel: The base class for all submodels. Each is a subset of the Model, for simpler acess and clearer code. - -### Deprecated -* The `agg_group` and `agg_weight` parameters of `TimeSeriesData` are deprecated and will be removed in a future version. Use `aggregation_group` and `aggregation_weight` instead. -* The `active_timesteps` parameter of `Calculation` is deprecated and will be removed in a future version. Use the new `sel(time=...)` method on the FlowSystem instead. -* The assignment of Bus Objects to Flow.bus is deprecated and will be removed in a future version. Use the label of the Bus instead. -* The usage of Effects objects in Dicts to assign shares to Effects is deprecated and will be removed in a future version. Use the label of the Effect instead. - -### Removed - -### Fixed -* Enhanced NetCDF I/O with proper attribute preservation for DataArrays -* Improved error handling and validation in serialization processes -* Better type consistency across all framework components - -### Known issues -* IO for single Interfaces/Elemenets to Datasets might not work properly if the Interface/Element is not part of a fully transformed and connected FlowSystem. This arrises from Numeric Data not being stored as xr.DataArray by the user. To avoid this, always use the `to_dataset()` on Elements inside a FlowSystem thats connected and transformed. - -### *Development* -* **BREAKING**: Calculation.do_modeling() now returns the Calculation object instead of its linopy.Model -* **BREAKING**: Renamed class `SystemModel` to `FlowSystemModel` -* **BREAKING**: Renamed class `Model` to `Submodel` -* FlowSystem data management simplified - removed `time_series_collection` pattern in favor of direct timestep properties -* Change modeling hierarchy to allow for more flexibility in future development. This leads to minimal changes in the access and creation of Submodels and their variables. -* Added new module `.modeling`that contains Modelling primitives and utilities -* Clearer separation between the main Model and "Submodels" -* Improved access to the Submodels and their variables, constraints and submodels -* Added __repr__() for Submodels to easily inspect its content -* Enhanced data handling methods - * `fit_to_model_coords()` method for data alignment - * `fit_effects_to_model_coords()` method for effect data processing - * `connect_and_transform()` method replacing several operations +## [3.3.1] - 2025-10-30 + +**Summary**: Small Bugfix and improving readability + +If upgrading from v2.x, see the [v3.0.0 release notes](https://github.com/flixOpt/flixOpt/releases/tag/v3.0.0) and [Migration Guide](https://flixopt.github.io/flixopt/latest/user-guide/migration-guide-v3/). + +### ♻️ Changed +- Improved `summary.yaml` to use a compacted list representation for periods and scenarios + +### 🐛 Fixed +- Using `switch_on_total_max` with periods or scenarios failed + +### 📝 Docs +- Add more comprehensive `CONTRIBUTE.md` +- Improve logical structure in User Guide + +--- + +## [3.3.0] - 2025-10-30 + +**Summary**: Better access to Elements stored in the FLowSystem and better representations (repr) + +If upgrading from v2.x, see the [v3.0.0 release notes](https://github.com/flixOpt/flixOpt/releases/tag/v3.0.0) and [Migration Guide](https://flixopt.github.io/flixopt/latest/user-guide/migration-guide-v3/). + +### ♻️ Changed +**Improved repr methods:** +- **Results classes** (`ComponentResults`, `BusResults`, `FlowResults`, `EffectResults`) now show concise header with key metadata followed by xarray Dataset repr +- **Element classes** (`Component`, `Bus`, `Flow`, `Effect`, `Storage`) now show one-line summaries with essential information (connections, sizes, capacities, constraints) + +**Container-based access:** +- **FlowSystem** now provides dict-like access patterns for all elements +- Use `flow_system['element_label']`, `flow_system.keys()`, `flow_system.values()`, and `flow_system.items()` for unified element access +- Specialized containers (`components`, `buses`, `effects`, `flows`) offer type-specific access with helpful error messages + +### 🗑️ Deprecated +- **`FlowSystem.all_elements`** property is deprecated in favor of dict-like interface (`flow_system['label']`, `.keys()`, `.values()`, `.items()`). Will be removed in v4.0.0. + +--- + +## [3.2.1] - 2025-10-29 + +**Summary**: + +If upgrading from v2.x, see the [v3.0.0 release notes](https://github.com/flixOpt/flixOpt/releases/tag/v3.0.0) and [Migration Guide](https://flixopt.github.io/flixopt/latest/user-guide/migration-guide-v3/). + +### 🐛 Fixed +- Fixed resampling of FlowSystem to reset `hours_of_last_timestep` and `hours_of_previous_timesteps` properly + +### 👷 Development +- Improved issue templates + +--- + +## [3.2.0] - 2025-10-26 + +**Summary**: Enhanced plotting capabilities with consistent color management, custom plotting kwargs support, and centralized I/O handling. + +If upgrading from v2.x, see the [v3.0.0 release notes](https://github.com/flixOpt/flixOpt/releases/tag/v3.0.0) and [Migration Guide](https://flixopt.github.io/flixopt/latest/user-guide/migration-guide-v3/). + +### ✨ Added + +**Color management:** +- **`setup_colors()` method** for `CalculationResults` and `SegmentedCalculationResults` to configure consistent colors across all plots + - Group components by colorscales: `results.setup_colors({'CHP': 'reds', 'Storage': 'blues', 'Greys': ['Grid', 'Demand']})` + - Automatically propagates to all segments in segmented calculations + - Colors persist across all plot calls unless explicitly overridden +- **Flexible color inputs**: Supports colorscale names (e.g., 'turbo', 'plasma'), color lists, or label-to-color dictionaries +- **Cross-backend compatibility**: Seamless color handling for both Plotly and Matplotlib + +**Plotting customization:** +- **Plotting kwargs support**: Pass additional arguments to plotting backends via `px_kwargs`, `plot_kwargs`, and `backend_kwargs` parameters +- **New `CONFIG.Plotting` configuration section**: + - `default_show`: Control default plot visibility + - `default_engine`: Choose 'plotly' or 'matplotlib' + - `default_dpi`: Set resolution for saved plots + - `default_facet_cols`: Configure default faceting columns + - `default_sequential_colorscale`: Default for heatmaps (now 'turbo') + - `default_qualitative_colorscale`: Default for categorical plots (now 'plotly') + +**I/O improvements:** +- Centralized JSON/YAML I/O with auto-format detection +- Enhanced NetCDF handling with consistent engine usage +- Better numeric formatting in YAML exports + +### ♻️ Changed +- **Default colorscale**: Changed from 'viridis' to 'turbo' for better perceptual uniformity +- **Color terminology**: Standardized from "colormap" to "colorscale" throughout for Plotly consistency +- **Plotting internals**: Now use `xr.Dataset` as primary data type (DataFrames automatically converted) +- **NetCDF engine**: Switched back to netcdf4 engine following xarray updates and performance benchmarks + +### 🔥 Removed +- Removed unused `plotting.pie_with_plotly()` method + +### 🐛 Fixed +- Improved error messages when using `engine='matplotlib'` with multidimensional data +- Better dimension validation in `results.plot_heatmap()` + +### 📝 Docs +- Enhanced examples demonstrating `setup_colors()` usage +- Updated terminology from "colormap" to "colorscale" in docstrings + +### 👷 Development +- Fixed concurrency issue in CI +- Centralized color processing logic into dedicated module +- Refactored to function-based color handling for simpler API + +--- + +## [3.1.1] - 2025-10-20 +**Summary**: Fixed a bug when acessing the `effects_per_component` dataset in results without periodic effects. + +If upgrading from v2.x, see the [v3.0.0 release notes](https://github.com/flixOpt/flixOpt/releases/tag/v3.0.0) and [Migration Guide](https://flixopt.github.io/flixopt/latest/user-guide/migration-guide-v3/). + +### 🐛 Fixed +- Fixed ValueError in effects_per_component when all periodic effects are scalars/NaN by explicitly creating mode-specific templates (via _create_template_for_mode) with correct dimensions + +### 👷 Development +- Converted all remaining numpy style docstrings to google style + +--- + +## [3.1.0] - 2025-10-19 + +**Summary**: This release adds faceting and animation support for multidimensional plots and redesigns the documentation website. Plotting results across scenarios or periods is now significantly simpler (Plotly only). + +If upgrading from v2.x, see the [Migration Guide](https://flixopt.github.io/flixopt/latest/user-guide/migration-guide-v3/) and [v3.0.0 release notes](https://github.com/flixOpt/flixOpt/releases/tag/v3.0.0). + +### ✨ Added +- **Faceting and animation for multidimensional plots**: All plotting methods now support `facet_by` and `animate_by` parameters to create subplot grids and animations from multidimensional data (scenarios, periods, etc.). *Plotly only.* +- **Flexible data selection with `select` parameter**: Select data using single values, lists, slices, or index arrays for precise control over what gets plotted +- **Heatmap fill control**: New `fill` parameter in heatmap methods controls how missing values are filled after reshaping (`'ffill'` or `'bfill'`) +- **Smart line styling for mixed variables**: Area plots now automatically style variables containing both positive and negative values with dashed lines, while stacking purely positive or negative variables + +### ♻️ Changed +- **Breaking: Selection behavior**: Plotting methods no longer automatically select the first value for non-time dimensions. Use the `select` parameter for explicit selection of scenarios, periods, or other dimensions +- **Better error messages**: Enhanced error messages when using Matplotlib with multidimensional data, with clearer guidance on dimension requirements and suggestions to use Plotly +- **Improved examples**: Enhanced `scenario_example.py` with better demonstration of new features +- **Robust validation**: Improved dimension validation in `plot_heatmap()` with clearer error messages +### 🗑️ Deprecated +- **`indexer` parameter**: Use the new `select` parameter instead. The `indexer` parameter will be removed in v4.0.0 +- **`heatmap_timeframes` and `heatmap_timesteps_per_frame` parameters**: Use the new `reshape_time=(timeframes, timesteps_per_frame)` parameter instead in heatmap plotting methods +- **`color_map` parameter**: Use the new `colors` parameter instead in heatmap plotting methods + +### 🐛 Fixed +- Fixed cryptic errors when working with empty buses by adding proper validation +- Added early validation for non-existent periods when using linked periods with tuples + +### 📝 Documentation +- **Redesigned documentation website** with custom css + +### 👷 Development +- Renamed internal `_apply_indexer_to_data()` to `_apply_selection_to_data()` for consistency with new API naming + +--- + +## [3.0.3] - 2025-10-16 +**Summary**: Hotfixing new plotting parameter `style`. Continue to use `mode`. + +**Note**: If upgrading from v2.x, see the [Migration Guide](https://flixopt.github.io/flixopt/latest/user-guide/migration-guide-v3/) and [v3.0.0 release notes](https://github.com/flixOpt/flixOpt/releases/tag/v3.0.0). + +### 🐛 Fixed +- Reverted breaking change from v3.0.0: continue to use `mode parameter in plotting instead of new `style` +- Renamed new `mode` parameter in plotting methods to `unit_type` + +### 📝 Docs +- Updated Migration Guide and added missing entries. +- Improved Changelog of v3.0.0 + +--- + +## [3.0.2] - 2025-10-15 +**Summary**: This is a follow-up release to **[v3.0.0](https://github.com/flixOpt/flixOpt/releases/tag/v3.0.0)**, improving the documentation. + +**Note**: If upgrading from v2.x, see the [Migration Guide](https://flixopt.github.io/flixopt/latest/user-guide/migration-guide-v3/) and [v3.0.0 release notes](https://github.com/flixOpt/flixOpt/releases/tag/v3.0.0). + +### 📝 Docs +- Update the Readme +- Add a project roadmap to the docs +- Change Development status to "Production/Stable" +- Regroup parts in docs + +--- + +## [3.0.1] - 2025-10-14 +**Summary**: This is a follow-up release to **[v3.0.0](https://github.com/flixOpt/flixOpt/releases/tag/v3.0.0)**, adding a Migration Guide and bugfixing the docs. + +**Note**: If upgrading from v2.x, see the [Migration Guide](https://flixopt.github.io/flixopt/latest/user-guide/migration-guide-v3/) and [v3.0.0 release notes](https://github.com/flixOpt/flixOpt/releases/tag/v3.0.0). + +### 📝 Docs +- Fixed deployed docs +- Added Migration Guide for flixopt 3 + +### 👷 Development +- Added missing type hints + +--- + +## [3.0.0] - 2025-10-13 +**Summary**: This release introduces new model dimensions (periods and scenarios) for multi-period investments and stochastic modeling, along with a redesigned effect sharing system and enhanced I/O capabilities. + +**Note**: If upgrading from v2.x, see the [Migration Guide](https://flixopt.github.io/flixopt/latest/user-guide/migration-guide-v3/) and [v3.0.0 release notes](https://github.com/flixOpt/flixOpt/releases/tag/v3.0.0). + +### ✨ Added + +**New model dimensions:** + +- **Period dimension**: Enables multi-period investment modeling with distinct decisions in each period for transformation pathway optimization +- **Scenario dimension**: Supports stochastic modeling with weighted scenarios for robust decision-making under uncertainty (demand, prices, weather) + - Control variable independence across scenarios via `scenario_independent_sizes` and `scenario_independent_flow_rates` parameters + - By default, investment sizes are shared across scenarios while flow rates vary per scenario + +**Redesigned effect sharing system:** + +Effects now use intuitive `share_from_*` syntax that clearly shows contribution sources: + +```python +costs = fx.Effect('costs', '€', 'Total costs', + share_from_temporal={'CO2': 0.2}, # From temporal effects + share_from_periodic={'land': 100}) # From periodic effects +``` + +This replaces `specific_share_to_other_effects_*` parameters and inverts the direction for clearer relationships. + +**Enhanced I/O and data handling:** + +- NetCDF/JSON serialization for all Interface objects and FlowSystem with round-trip support +- FlowSystem manipulation: `sel()`, `isel()`, `resample()`, `copy()`, `__eq__()` methods +- Direct access to FlowSystem from results without manual restoring (lazily loaded) +- New `FlowResults` class and precomputed DataArrays for sizes/flow_rates/flow_hours +- `effects_per_component` dataset for component impact evaluation, including all indirect effects through effect shares + +**Other additions:** + +- Balanced storage - charging and discharging sizes can be forced equal via `balanced` parameter +- New Storage parameters: `relative_minimum_final_charge_state` and `relative_maximum_final_charge_state` for final state control +- Improved filter methods in results +- Example for 2-stage investment decisions leveraging FlowSystem resampling + +### 💥 Breaking Changes + +**API and Behavior Changes:** + +- **Effect system redesigned** (no deprecation): + - **Terminology changes**: Effect domains renamed for clarity: `operation` → `temporal`, `invest`/`investment` → `periodic` + - **Sharing system**: The old `specific_share_to_other_effects_*` parameters were completely replaced with the new `share_from_temporal` and `share_from_periodic` syntax (see 🔥 Removed section) +- **FlowSystem independence**: FlowSystems cannot be shared across multiple Calculations anymore. A copy of the FlowSystem is created instead, making every Calculation independent. Each Subcalculation in `SegmentedCalculation` now has its own distinct `FlowSystem` object +- **Bus and Effect object assignment**: Direct assignment of Bus/Effect objects is no longer supported. Use labels (strings) instead: + - `Flow.bus` must receive a string label, not a Bus object + - Effect shares must use effect labels (strings) in dictionaries, not Effect objects +- **Logging defaults** (from v2.2.0): Console and file logging are now disabled by default. Enable explicitly with `CONFIG.Logging.console = True` and `CONFIG.apply()` + +**Class and Method Renaming:** + +- Renamed class `SystemModel` to `FlowSystemModel` +- Renamed class `Model` to `Submodel` +- Renamed `mode` parameter in plotting methods to `style` +- `Calculation.do_modeling()` now returns the `Calculation` object instead of its `linopy.Model`. Callers that previously accessed the linopy model directly should now use `calculation.do_modeling().model` instead of `calculation.do_modeling()` + +**Variable Renaming in Results:** + +- Investment binary variable: `is_invested` → `invested` in `InvestmentModel` +- Switch tracking variables in `OnOffModel`: + - `switch_on` → `switch|on` + - `switch_off` → `switch|off` + - `switch_on_nr` → `switch|count` +- Effect submodel variables (following terminology changes): + - `Effect(invest)|total` → `Effect(periodic)` + - `Effect(operation)|total` → `Effect(temporal)` + - `Effect(operation)|total_per_timestep` → `Effect(temporal)|per_timestep` + - `Effect|total` → `Effect` + +**Data Structure Changes:** + +- `relative_minimum_charge_state` and `relative_maximum_charge_state` don't have an extra timestep anymore. Use the new `relative_minimum_final_charge_state` and `relative_maximum_final_charge_state` parameters for final state control + +### ♻️ Changed + +- Type system overhaul - added clear separation between temporal and non-temporal data throughout codebase for better clarity +- Enhanced FlowSystem interface with improved `__repr__()` and `__str__()` methods +- Improved Model Structure - Views and organisation is now divided into: + - Model: The main Model (linopy.Model) that is used to create and store the variables and constraints for the FlowSystem. + - Submodel: The base class for all submodels. Each is a subset of the Model, for simpler access and clearer code. +- Made docstrings in `config.py` more compact and easier to read +- Improved format handling in configuration module +- Enhanced console output to support both `stdout` and `stderr` stream selection +- Added `show_logger_name` parameter to `CONFIG.Logging` for displaying logger names in messages + +### 🗑️ Deprecated + +- The `agg_group` and `agg_weight` parameters of `TimeSeriesData` are deprecated and will be removed in a future version. Use `aggregation_group` and `aggregation_weight` instead. +- The `active_timesteps` parameter of `Calculation` is deprecated and will be removed in a future version. Use the new `sel(time=...)` method on the FlowSystem instead. +- **InvestParameters** parameters renamed for improved clarity around investment and retirement effects: + - `fix_effects` → `effects_of_investment` + - `specific_effects` → `effects_of_investment_per_size` + - `divest_effects` → `effects_of_retirement` + - `piecewise_effects` → `piecewise_effects_of_investment` +- **Effect** parameters renamed: + - `minimum_investment` → `minimum_periodic` + - `maximum_investment` → `maximum_periodic` + - `minimum_operation` → `minimum_temporal` + - `maximum_operation` → `maximum_temporal` + - `minimum_operation_per_hour` → `minimum_per_hour` + - `maximum_operation_per_hour` → `maximum_per_hour` +- **Component** parameters renamed: + - `Source.source` → `Source.outputs` + - `Sink.sink` → `Sink.inputs` + - `SourceAndSink.source` → `SourceAndSink.outputs` + - `SourceAndSink.sink` → `SourceAndSink.inputs` + - `SourceAndSink.prevent_simultaneous_sink_and_source` → `SourceAndSink.prevent_simultaneous_flow_rates` + +### 🔥 Removed + +- **Effect share parameters**: The old `specific_share_to_other_effects_*` parameters were replaced WITHOUT DEPRECATION + - `specific_share_to_other_effects_operation` → `share_from_temporal` (with inverted direction) + - `specific_share_to_other_effects_invest` → `share_from_periodic` (with inverted direction) + +### 🐛 Fixed + +- Enhanced NetCDF I/O with proper attribute preservation for DataArrays +- Improved error handling and validation in serialization processes +- Better type consistency across all framework components +- Added extra validation in `config.py` to improve error handling + +### 📝 Docs + +- Reorganized mathematical notation docs: moved to lowercase `mathematical-notation/` with subdirectories (`elements/`, `features/`, `modeling-patterns/`) +- Added comprehensive documentation pages: `dimensions.md` (time/period/scenario), `effects-penalty-objective.md`, modeling patterns +- Enhanced all element pages with implementation details, cross-references, and "See Also" sections +- Rewrote README and landing page with clearer vision, roadmap, and universal applicability emphasis +- Removed deprecated `docs/SUMMARY.md`, updated `mkdocs.yml` for new structure +- Tightened docstrings in core modules with better cross-referencing +- Added recipes section to docs + +### 🚧 Known Issues + +- IO for single Interfaces/Elements to Datasets might not work properly if the Interface/Element is not part of a fully transformed and connected FlowSystem. This arises from Numeric Data not being stored as xr.DataArray by the user. To avoid this, always use the `to_dataset()` on Elements inside a FlowSystem that's connected and transformed. + +### 👷 Development + +- **Centralized deprecation pattern**: Added `_handle_deprecated_kwarg()` helper method to `Interface` base class that provides reusable deprecation handling with consistent warnings, conflict detection, and optional value transformation. Applied across 5 classes (InvestParameters, Source, Sink, SourceAndSink, Effect) reducing deprecation boilerplate by 72%. +- FlowSystem data management simplified - removed `time_series_collection` pattern in favor of direct timestep properties +- Change modeling hierarchy to allow for more flexibility in future development. This leads to minimal changes in the access and creation of Submodels and their variables. +- Added new module `.modeling` that contains modeling primitives and utilities +- Clearer separation between the main Model and "Submodels" +- Improved access to the Submodels and their variables, constraints and submodels +- Added `__repr__()` for Submodels to easily inspect its content +- Enhanced data handling methods + - `fit_to_model_coords()` method for data alignment + - `fit_effects_to_model_coords()` method for effect data processing + - `connect_and_transform()` method replacing several operations +- **Testing improvements**: Eliminated warnings during test execution + - Updated deprecated code patterns in tests and examples (e.g., `sink`/`source` → `inputs`/`outputs`, `'H'` → `'h'` frequency) + - Refactored plotting logic to handle test environments explicitly with non-interactive backends + - Added comprehensive warning filters in `__init__.py` and `pyproject.toml` to suppress third-party library warnings + - Improved test fixtures with proper figure cleanup to prevent memory leaks + - Enhanced backend detection and handling in `plotting.py` for both Matplotlib and Plotly + - Always run dependent tests in order + +--- + +## [2.2.0] - 2025-10-11 +**Summary:** This release is a Configuration and Logging management release. + +### ✨ Added +- Added `CONFIG.reset()` method to restore configuration to default values +- Added configurable log file rotation settings: `CONFIG.Logging.max_file_size` and `CONFIG.Logging.backup_count` +- Added configurable log format settings: `CONFIG.Logging.date_format` and `CONFIG.Logging.format` +- Added configurable console settings: `CONFIG.Logging.console_width` and `CONFIG.Logging.show_path` +- Added `CONFIG.Logging.Colors` nested class for customizable log level colors using ANSI escape codes (works with both standard and Rich handlers) +- All examples now enable console logging to demonstrate proper logging usage +- Console logging now outputs to `sys.stdout` instead of `sys.stderr` for better compatibility with output redirection + +### 💥 Breaking Changes +- Console logging is now disabled by default (`CONFIG.Logging.console = False`). Enable it explicitly in your scripts with `CONFIG.Logging.console = True` and `CONFIG.apply()` +- File logging is now disabled by default (`CONFIG.Logging.file = None`). Set a file path to enable file logging + +### ♻️ Changed +- Logging and Configuration management changed +- Improved default logging colors: DEBUG is now gray (`\033[90m`) for de-emphasized messages, INFO uses terminal default color (`\033[0m`) for clean output + +### 🗑️ Deprecated +- `change_logging_level()` function is now deprecated in favor of `CONFIG.Logging.level` and `CONFIG.apply()`. Will be removed in version 3.0.0. + +### 🔥 Removed +- Removed unused `config.merge_configs` function from configuration module + +### 👷 Development +- Greatly expanded test coverage for `config.py` module +- Added `@pytest.mark.xdist_group` to `TestConfigModule` tests to prevent global config interference + +--- + +## [2.1.11] - 2025-10-05 +**Summary:** Important bugfix in `Storage` leading to wrong results due to incorrect discharge losses. + +### ♻️ Changed +- Using `h5netcdf` instead of `netCDF4` for dataset I/O operations. This follows the update in `xarray==2025.09.01` + +### 🐛 Fixed +- Fix `charge_state` Constraint in `Storage` leading to incorrect losses in discharge and therefore incorrect charge states and discharge values. + +### 📦 Dependencies +- Updated `renovate.config` to treat CalVer packages (xarray and dask) with more care +- Updated packaging configuration + +--- + +## [2.1.10] - 2025-09-29 +**Summary:** This release is a Documentation and Development release. + +### 📝 Docs +- Improved CHANGELOG.md formatting by adding better categories and formating by Gitmoji. +- Added a script to extract the release notes from the CHANGELOG.md file for better organized documentation. + +### 👷 Development +- Improved `renovate.config` +- Sped up CI by not running examples in every run and using `pytest-xdist` + +--- ## [2.1.9] - 2025-09-23 -Small Bugfix which was supposed to be fixed in 2.1.8 -### Fixed -- Fix error handling in network visualization if networkx is not installed. +**Summary:** Small bugfix release addressing network visualization error handling. + +### 🐛 Fixed +- Fix error handling in network visualization if `networkx` is not installed +--- ## [2.1.8] - 2025-09-22 -This release focuses on code quality improvements, enhanced documentation, and bug fixes for heat pump components and visualization features. -### Added +**Summary:** Code quality improvements, enhanced documentation, and bug fixes for heat pump components and visualization features. + +### ✨ Added - Extra Check for HeatPumpWithSource.COP to be strictly > 1 to avoid division by zero - Apply deterministic color assignment by using sorted() in `plotting.py` - Add missing args in docstrings in `plotting.py`, `solvers.py`, and `core.py`. -### Changed +### ♻️ Changed - Greatly improved docstrings and documentation of all public classes - Make path handling to be gentle about missing .html suffix in `plotting.py` - Default for `relative_losses` in `Transmission` is now 0 instead of None @@ -144,27 +540,34 @@ This release focuses on code quality improvements, enhanced documentation, and b - Fix some docstrings in plotting.py - Change assertions to raise Exceptions in `plotting.py` -### Fixed -- Fix color scheme selection in network_app; color pickers now update when a scheme is selected. -- Fix error handling in network visualization if networkx is not installed. -- Fix broken links in docs. -- Fix COP getter and setter of `HeatPumpWithSource` returning and setting wrong conversion factors. +### 🐛 Fixed + +**Core Components:** +- Fix COP getter and setter of `HeatPumpWithSource` returning and setting wrong conversion factors - Fix custom compression levels in `io.save_dataset_to_netcdf` -- Fix `total_max` did not work when total min was not used. +- Fix `total_max` did not work when total min was not used + +**Visualization:** +- Fix color scheme selection in network_app; color pickers now update when a scheme is selected + +### 📝 Docs +- Fix broken links in docs +- Fix some docstrings in plotting.py -### *Development* +### 👷 Development - Pin dev dependencies to specific versions - Improve CI workflows to run faster and smarter +--- + ## [2.1.7] - 2025-09-13 -This update is a maintenance release to improve Code Quality, CI and update the dependencies. -There are no changes or new features. +**Summary:** Maintenance release to improve Code Quality, CI and update the dependencies. There are no changes or new features. -### Added -- Added __version__ to flixopt +### ✨ Added +- Added `__version__` to flixopt -### *Development* +### 👷 Development - ruff format the whole Codebase - Added renovate config - Added pre-commit @@ -173,108 +576,144 @@ There are no changes or new features. - Updated Dependencies - Updated Issue Templates +--- ## [2.1.6] - 2025-09-02 -### Changed -- `Sink`, `Source` and `SourceAndSink` now accept multiple `flows` as `inputs` and `outputs` instead of just one. This enables to model more use cases using these classes. [[#291](https://github.com/flixOpt/flixopt/pull/291) by [@FBumann](https://github.com/FBumann)] -- Further, both `Sink` and `Source` now have a `prevent_simultaneous_flow_rates` argument to prevent simultaneous flow rates of more than one of their Flows. [[#291](https://github.com/flixOpt/flixopt/pull/291) by [@FBumann](https://github.com/FBumann)] +**Summary:** Enhanced Sink/Source components with multi-flow support and new interactive network visualization. + +### ✨ Added +- **Network Visualization**: Added `FlowSystem.start_network_app()` and `FlowSystem.stop_network_app()` to easily visualize the network structure of a flow system in an interactive Dash web app + - *Note: This is still experimental and might change in the future* + +### ♻️ Changed +- **Multi-Flow Support**: `Sink`, `Source`, and `SourceAndSink` now accept multiple `flows` as `inputs` and `outputs` instead of just one. This enables modeling more use cases with these classes +- **Flow Control**: Both `Sink` and `Source` now have a `prevent_simultaneous_flow_rates` argument to prevent simultaneous flow rates of more than one of their flows -### Added -- Added `FlowSystem.start_network_app()` and `FlowSystem.stop_network_app()` to easily visualize the network structure of a flow system in an interactive dash web app. This is still experimental and might change in the future. [[#293](https://github.com/flixOpt/flixopt/pull/293) by [@FBumann](https://github.com/FBumann)] +### 🗑️ Deprecated +- For the classes `Sink`, `Source` and `SourceAndSink`: `.sink`, `.source` and `.prevent_simultaneous_sink_and_source` are deprecated in favor of the new arguments `inputs`, `outputs` and `prevent_simultaneous_flow_rates` -### Deprecated -- For the classes `Sink`, `Source` and `SourceAndSink`: `.sink`, `.source` and `.prevent_simultaneous_sink_and_source` are deprecated in favor of the new arguments `inputs`, `outputs` and `prevent_simultaneous_flow_rates`. [[#291](https://github.com/flixOpt/flixopt/pull/291) by [@FBumann](https://github.com/FBumann)] +### 🐛 Fixed +- Fixed testing issue with new `linopy` version 0.5.6 -### Fixed -- Fixed testing issue with new `linopy` version 0.5.6 [[#296](https://github.com/flixOpt/flixopt/pull/296) by [@FBumann](https://github.com/FBumann)] +### 👷 Development +- Added dependency "nbformat>=4.2.0" to dev dependencies to resolve issue with plotly CI + +--- ## [2.1.5] - 2025-07-08 -### Fixed +### 🐛 Fixed - Fixed Docs deployment +--- + ## [2.1.4] - 2025-07-08 -### Fixed +### 🐛 Fixed - Fixing release notes of 2.1.3, as well as documentation build. +--- ## [2.1.3] - 2025-07-08 -### Fixed +### 🐛 Fixed - Using `Effect.maximum_operation_per_hour` raised an error, needing an extra timestep. This has been fixed thanks to @PRse4. +--- + ## [2.1.2] - 2025-06-14 -### Fixed -- Storage losses per hour where not calculated correctly, as mentioned by @brokenwings01. This might have lead to issues with modeling large losses and long timesteps. - - Old implementation: $c(\text{t}_{i}) \cdot (1-\dot{\text{c}}_\text{rel,loss}(\text{t}_i)) \cdot \Delta \text{t}_{i}$ - - Correct implementation: $c(\text{t}_{i}) \cdot (1-\dot{\text{c}}_\text{rel,loss}(\text{t}_i)) ^{\Delta \text{t}_{i}}$ +### 🐛 Fixed +- Storage losses per hour were not calculated correctly, as mentioned by @brokenwings01. This might have led to issues when modeling large losses and long timesteps. + - Old implementation: $c(\text{t}_{i}) \cdot (1-\dot{\text{c}}_\text{rel,loss}(\text{t}_i)) \cdot \Delta \text{t}_{i}$ + - Correct implementation: $c(\text{t}_{i}) \cdot (1-\dot{\text{c}}_\text{rel,loss}(\text{t}_i)) ^{\Delta \text{t}_{i}}$ -### Known issues +### 🚧 Known Issues - Just to mention: Plotly >= 6 may raise errors if "nbformat" is not installed. We pinned plotly to <6, but this may be fixed in the future. -## [2.1.1] - 2025-05-08 +--- -### Fixed -- Fixed bug in the `_ElementResults.constraints` not returning the constraints but rather the variables +## [2.1.1] - 2025-05-08 -### Changed +### ♻️ Changed - Improved docstring and tests +### 🐛 Fixed +- Fixed bug in the `_ElementResults.constraints` not returning the constraints but rather the variables + +--- ## [2.1.0] - 2025-04-11 -### Added +### ✨ Added - Python 3.13 support added - Logger warning if relative_minimum is used without on_off_parameters in Flow - Greatly improved internal testing infrastructure by leveraging linopy's testing framework -### Fixed +### 💥 Breaking Changes +- Restructured the modeling of the On/Off state of Flows or Components + - Variable renaming: `...|consecutive_on_hours` → `...|ConsecutiveOn|hours` + - Variable renaming: `...|consecutive_off_hours` → `...|ConsecutiveOff|hours` + - Constraint renaming: `...|consecutive_on_hours_con1` → `...|ConsecutiveOn|con1` + - Similar pattern for all consecutive on/off constraints + +### 🐛 Fixed - Fixed the lower bound of `flow_rate` when using optional investments without OnOffParameters - Fixed bug that prevented divest effects from working - Added lower bounds of 0 to two unbounded vars (numerical improvement) -### Changed -- **BREAKING**: Restructured the modeling of the On/Off state of Flows or Components - - Variable renaming: `...|consecutive_on_hours` → `...|ConsecutiveOn|hours` - - Variable renaming: `...|consecutive_off_hours` → `...|ConsecutiveOff|hours` - - Constraint renaming: `...|consecutive_on_hours_con1` → `...|ConsecutiveOn|con1` - - Similar pattern for all consecutive on/off constraints +--- ## [2.0.1] - 2025-04-10 -### Added +### ✨ Added - Logger warning if relative_minimum is used without on_off_parameters in Flow -### Fixed +### 🐛 Fixed - Replace "|" with "__" in filenames when saving figures (Windows compatibility) - Fixed bug that prevented the load factor from working without InvestmentParameters ## [2.0.0] - 2025-03-29 -### Changed -- **BREAKING**: Complete migration from Pyomo to Linopy optimization framework -- **BREAKING**: Redesigned data handling to rely on xarray.Dataset throughout the package -- **BREAKING**: Framework renamed from flixOpt to flixopt (`import flixopt as fx`) -- **BREAKING**: Results handling completely redesigned with new `CalculationResults` class +**Summary:** 💥 **MAJOR RELEASE** - Complete framework migration from Pyomo to Linopy with redesigned architecture. -### Added +### ✨ Added + +**Model Capabilities:** - Full model serialization support - save and restore unsolved Models - Enhanced model documentation with YAML export containing human-readable mathematical formulations - Extend flixopt models with native linopy language support - Full Model Export/Import capabilities via linopy.Model + +**Results & Data:** - Unified solution exploration through `Calculation.results` attribute - Compression support for result files - `to_netcdf/from_netcdf` methods for FlowSystem and core components - xarray integration for TimeSeries with improved datatypes support -- Google Style Docstrings throughout the codebase -### Fixed +### 💥 Breaking Changes + +**Framework Migration:** +- **Optimization Engine**: Complete migration from Pyomo to Linopy optimization framework +- **Package Import**: Framework renamed from flixOpt to flixopt (`import flixopt as fx`) +- **Data Architecture**: Redesigned data handling to rely on xarray.Dataset throughout the package +- **Results System**: Results handling completely redesigned with new `CalculationResults` class + +**Variable Structure:** +- Restructured the modeling of the On/Off state of Flows or Components + - Variable renaming: `...|consecutive_on_hours` → `...|ConsecutiveOn|hours` + - Variable renaming: `...|consecutive_off_hours` → `...|ConsecutiveOff|hours` + - Constraint renaming: `...|consecutive_on_hours_con1` → `...|ConsecutiveOn|con1` + - Similar pattern for all consecutive on/off constraints + +### 🔥 Removed +- **Pyomo dependency** (replaced by linopy) +- **Period concepts** in time management (simplified to timesteps) + +### 🐛 Fixed - Improved infeasible model detection and reporting - Enhanced time series management and serialization - Reduced file size through improved compression -### Removed -- **BREAKING**: Pyomo dependency (replaced by linopy) -- Period concepts in time management (simplified to timesteps) +### 📝 Docs +- Google Style Docstrings throughout the codebase diff --git a/MANIFEST.in b/MANIFEST.in new file mode 100644 index 000000000..383cbef76 --- /dev/null +++ b/MANIFEST.in @@ -0,0 +1,26 @@ +# Include essential files from source distribution +include LICENSE +include README.md +include CHANGELOG.md +include pyproject.toml + +# Include package source and data +recursive-include flixopt *.py + +# Exclude everything else +global-exclude *.pyc *.pyo __pycache__ +prune .github +prune docs +prune examples +prune tests +prune pics +prune scripts +prune build +prune dist +prune .venv +prune venv +exclude .gitignore +exclude .pre-commit-config.yaml +exclude renovate.json +exclude mkdocs.yml +exclude test_package.sh diff --git a/README.md b/README.md index edb77e74d..0a90dcb33 100644 --- a/README.md +++ b/README.md @@ -3,89 +3,190 @@ [![Documentation](https://img.shields.io/badge/docs-latest-brightgreen.svg)](https://flixopt.github.io/flixopt/latest/) [![Build Status](https://github.com/flixOpt/flixopt/actions/workflows/python-app.yaml/badge.svg)](https://github.com/flixOpt/flixopt/actions/workflows/python-app.yaml) [![PyPI version](https://img.shields.io/pypi/v/flixopt)](https://pypi.org/project/flixopt/) +[![PyPI status](https://img.shields.io/pypi/status/flixopt.svg)](https://pypi.org/project/flixopt/) [![Python Versions](https://img.shields.io/pypi/pyversions/flixopt.svg)](https://pypi.org/project/flixopt/) [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) +[![PyPI downloads](https://img.shields.io/pypi/dm/flixopt)](https://pypi.org/project/flixopt/) +[![GitHub last commit](https://img.shields.io/github/last-commit/flixOpt/flixopt)](https://github.com/flixOpt/flixopt/commits/main) +[![GitHub issues](https://img.shields.io/github/issues/flixOpt/flixopt)](https://github.com/flixOpt/flixopt/issues) +[![pre-commit.ci status](https://results.pre-commit.ci/badge/github/flixOpt/flixopt/main.svg)](https://results.pre-commit.ci/latest/github/flixOpt/flixopt/main) +[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff) +[![Powered by linopy](https://img.shields.io/badge/powered%20by-linopy-blue)](https://github.com/PyPSA/linopy/) +[![Powered by xarray](https://img.shields.io/badge/powered%20by-xarray-blue)](https://xarray.dev/) +[![DOI](https://img.shields.io/badge/DOI-10.18086%2Feurosun.2022.04.07-blue)](https://doi.org/10.18086/eurosun.2022.04.07) +[![GitHub stars](https://img.shields.io/github/stars/flixOpt/flixopt?style=social)](https://github.com/flixOpt/flixopt/stargazers) --- -## 🚀 Purpose +**FlixOpt is a Python framework for optimizing energy and material flow systems** - from district heating networks to industrial production lines, from renewable energy portfolios to supply chain logistics. -**flixopt** is a Python-based optimization framework designed to tackle energy and material flow problems using mixed-integer linear programming (MILP). +**Start simple, scale complex:** Build a working optimization model in minutes, then progressively add detail - multi-period investments, stochastic scenarios, custom constraints - without rewriting your code. -**flixopt** bridges the gap between high-level energy systems models like [FINE](https://github.com/FZJ-IEK3-VSA/FINE) used for design and (multi-period) investment decisions and low-level dispatch optimization tools used for operation decisions. +--- + +## 🚀 Quick Start + +```bash +pip install flixopt +``` + +That's it! FlixOpt comes with the [HiGHS](https://highs.dev/) solver included. You're ready to optimize. + +**The basic workflow:** -**flixopt** leverages the fast and efficient [linopy](https://github.com/PyPSA/linopy/) for the mathematical modeling and [xarray](https://github.com/pydata/xarray) for data handling. +```python +import flixopt as fx -**flixopt** provides a user-friendly interface with options for advanced users. +# 1. Define your system structure +flow_system = fx.FlowSystem(timesteps) +flow_system.add_elements(buses, components, effects) -It was originally developed by [TU Dresden](https://github.com/gewv-tu-dresden) as part of the SMARTBIOGRID project, funded by the German Federal Ministry for Economic Affairs and Energy (FKZ: 03KB159B). Building on the Matlab-based flixOptMat framework (developed in the FAKS project), FlixOpt also incorporates concepts from [oemof/solph](https://github.com/oemof/oemof-solph). +# 2. Create and solve +calculation = fx.FullCalculation("MyModel", flow_system) +calculation.solve() + +# 3. Analyze results +calculation.results.solution +``` + +**Get started with real examples:** +- 📚 [Full Documentation](https://flixopt.github.io/flixopt/latest/) +- 💡 [Examples Gallery](https://flixopt.github.io/flixopt/latest/examples/) - Complete working examples from simple to complex +- 🔧 [API Reference](https://flixopt.github.io/flixopt/latest/api-reference/) --- -## 🌟 Key Features +## 🌟 Why FlixOpt? + +### Progressive Enhancement - Your Model Grows With You + +**Start simple:** +```python +# Basic single-period model +flow_system = fx.FlowSystem(timesteps) +boiler = fx.Boiler("Boiler", eta=0.9, ...) +``` + +**Add complexity incrementally:** +- **Investment decisions** → Add `InvestParameters` to components +- **Multi-period planning** → Add `periods` dimension to FlowSystem +- **Uncertainty modeling** → Add `scenarios` dimension with probabilities +- **Custom constraints** → Extend with native linopy syntax -- **High-level Interface** with low-level control - - User-friendly interface for defining flow systems - - Pre-defined components like CHP, Heat Pump, Cooling Tower, etc. - - Fine-grained control for advanced configurations +**No refactoring required.** Your component definitions stay the same - periods, scenarios, and features are added as dimensions and parameters. -- **Investment Optimization** - - Combined dispatch and investment optimization - - Size optimization and discrete investment decisions - - Combined with On/Off variables and constraints +→ [Learn more about multi-period and stochastic modeling](https://flixopt.github.io/flixopt/latest/user-guide/mathematical-notation/dimensions/) -- **Effects, not only Costs --> Multi-criteria Optimization** - - flixopt abstracts costs as so called 'Effects'. This allows to model costs, CO2-emissions, primary-energy-demand or area-demand at the same time. - - Effects can interact with each other(e.g., specific CO2 costs) - - Any of these `Effects` can be used as the optimization objective. - - A **Weigted Sum** of Effects can be used as the optimization objective. - - Every Effect can be constrained ($\epsilon$-constraint method). +### For Everyone -- **Calculation Modes** - - **Full** - Solve the model with highest accuracy and computational requirements. - - **Segmented** - Speed up solving by using a rolling horizon. - - **Aggregated** - Speed up solving by identifying typical periods using [TSAM](https://github.com/FZJ-IEK3-VSA/tsam). Suitable for large models. +- **Beginners:** High-level components that "just work" +- **Experts:** Full access to modify models with linopy +- **Researchers:** Quick prototyping with customization options +- **Engineers:** Reliable, tested components without black boxes +- **Students:** Clear, Pythonic interfaces for learning optimization + +### Key Features + +**Multi-criteria optimization:** Model costs, emissions, resource use - any custom metric. Optimize single objectives or use weighted combinations and ε-constraints. +→ [Effects documentation](https://flixopt.github.io/flixopt/latest/user-guide/mathematical-notation/effects-penalty-objective/) + +**Performance at any scale:** Choose calculation modes without changing your model - Full, Segmented, or Aggregated (using [TSAM](https://github.com/FZJ-IEK3-VSA/tsam)). +→ [Calculation modes](https://flixopt.github.io/flixopt/latest/api-reference/calculation/) + +**Built for reproducibility:** Self-contained NetCDF result files with complete model information. Load results months later - everything is preserved. +→ [Results documentation](https://flixopt.github.io/flixopt/latest/api-reference/results/) + +**Flexible data operations:** Transform FlowSystems with xarray-style operations (`sel()`, `resample()`) for multi-stage optimization. --- -## 📦 Installation +## 🎯 What is FlixOpt? + +### A General-Purpose Flow Optimization Framework + +FlixOpt models **any system involving flows and conversions:** + +- **Energy systems:** District heating/cooling, microgrids, renewable portfolios, sector coupling +- **Material flows:** Supply chains, production lines, chemical processes +- **Integrated systems:** Water-energy nexus, industrial symbiosis + +While energy systems are our primary focus, the same foundation applies universally. This enables coupling different system types within integrated models. -Install FlixOpt via pip. -`pip install flixopt` -With [HiGHS](https://github.com/ERGO-Code/HiGHS?tab=readme-ov-file) included out of the box, flixopt is ready to use.. +### Modern Foundations -We recommend installing FlixOpt with all dependencies, which enables additional features like interactive network visualizations ([pyvis](https://github.com/WestHealth/pyvis)) and time series aggregation ([tsam](https://github.com/FZJ-IEK3-VSA/tsam)). -`pip install "flixopt[full]"` +Built on [linopy](https://github.com/PyPSA/linopy/) and [xarray](https://github.com/pydata/xarray), FlixOpt delivers **performance** and **transparency**. Full access to variables, constraints, and model structure. Extend anything with native linopy syntax. + +### Our Position + +We bridge the gap between high-level strategic models (like [FINE](https://github.com/FZJ-IEK3-VSA/FINE)) and low-level dispatch tools - similar to [PyPSA](https://docs.pypsa.org/latest/). FlixOpt is the sweet spot for detailed operational planning and long-term investment analysis in the **same framework**. + +### Academic Roots + +Originally developed at [TU Dresden](https://github.com/gewv-tu-dresden) for the SMARTBIOGRID project (funded by the German Federal Ministry for Economic Affairs and Energy, FKZ: 03KB159B). FlixOpt evolved from the MATLAB-based flixOptMat framework while incorporating best practices from [oemof/solph](https://github.com/oemof/oemof-solph). --- -## 📚 Documentation +## 🛣️ Roadmap + +**FlixOpt aims to be the most accessible, flexible, and universal Python framework for energy and material flow optimization.** We believe optimization modeling should be approachable for beginners yet powerful for experts, minimizing context switching between different planning horizons. -The documentation is available at [https://flixopt.github.io/flixopt/latest/](https://flixopt.github.io/flixopt/latest/) +**Current focus:** +- Enhanced component library (sector coupling, hydrogen, thermal networks) +- Examples showcasing multi-period and stochastic modeling +- Advanced result analysis and visualization + +**Future vision:** +- Modeling to generate alternatives (MGA) for robust decision-making +- Advanced stochastic optimization (two-stage, CVaR) +- Community ecosystem of user-contributed components + +→ [Full roadmap and vision](https://flixopt.github.io/flixopt/latest/roadmap/) --- -## 🎯️ Solver Integration +## 🛠️ Installation + +### Basic Installation + +```bash +pip install flixopt +``` + +Includes the [HiGHS](https://highs.dev/) solver - you're ready to optimize immediately. -By default, FlixOpt uses the open-source solver [HiGHS](https://highs.dev/) which is installed by default. However, it is compatible with additional solvers such as: +### Full Installation -- [Gurobi](https://www.gurobi.com/) -- [CBC](https://github.com/coin-or/Cbc) -- [GLPK](https://www.gnu.org/software/glpk/) -- [CPLEX](https://www.ibm.com/analytics/cplex-optimizer) +For additional features (interactive network visualization, time series aggregation): -For detailed licensing and installation instructions, refer to the respective solver documentation. +```bash +pip install "flixopt[full]" +``` + +### Solver Support + +FlixOpt supports many solvers via linopy: **HiGHS** (included), **Gurobi**, **CPLEX**, **CBC**, **GLPK**, and more. + +→ [Installation guide](https://flixopt.github.io/flixopt/latest/getting-started/) --- -## 🛠 Development Setup -Look into our docs for [development setup](https://flixopt.github.io/flixopt/latest/contribute/) +## 🤝 Contributing + +FlixOpt thrives on community input. Whether you're fixing bugs, adding components, improving docs, or sharing use cases - **we welcome your contributions.** + +→ [Contribution guide](https://flixopt.github.io/flixopt/latest/contribute/) --- ## 📖 Citation -If you use FlixOpt in your research or project, please cite the following: +If FlixOpt supports your research or project, please cite: - **Main Citation:** [DOI:10.18086/eurosun.2022.04.07](https://doi.org/10.18086/eurosun.2022.04.07) - **Short Overview:** [DOI:10.13140/RG.2.2.14948.24969](https://doi.org/10.13140/RG.2.2.14948.24969) + +--- + +## 📄 License + +MIT License - See [LICENSE](https://github.com/flixopt/flixopt/blob/main/LICENSE) for details. diff --git a/docs/SUMMARY.md b/docs/SUMMARY.md deleted file mode 100644 index df8f39d9a..000000000 --- a/docs/SUMMARY.md +++ /dev/null @@ -1,7 +0,0 @@ -- [Home](index.md) -- [Getting Started](getting-started.md) -- [User Guide](user-guide/) -- [Examples](examples/) -- [Contribute](contribute.md) -- [API Reference](api-reference/) -- [Release Notes](changelog.md) diff --git a/docs/contribute.md b/docs/contribute.md index 44af34069..557d72a03 100644 --- a/docs/contribute.md +++ b/docs/contribute.md @@ -1,45 +1 @@ -# Contributing to the Project - -We warmly welcome contributions from the community! This guide will help you get started with contributing to our project. - -## Development Setup -1. Clone the repository `git clone https://github.com/flixOpt/flixopt.git` -2. Install the development dependencies `pip install -e ".[dev]"` -3. Install pre-commit hooks `pre-commit install` (one-time setup) -4. Run `pytest` to ensure your code passes all tests - -## Code Quality -We use [Ruff](https://github.com/astral-sh/ruff) for linting and formatting. After the one-time setup above, **code quality checks run automatically on every commit**. - -To run manually: -- `ruff check --fix .` to check and fix linting issues -- `ruff format .` to format code or -- `pre-commit run` or `pre-commit run --all-files` to trigger all checks - -## Documentation (Optional) -FlixOpt uses [mkdocs](https://www.mkdocs.org/) to generate documentation. -To work on documentation: -```bash -pip install -e ".[docs]" -mkdocs serve -``` -Then navigate to http://127.0.0.1:8000/ - -## Testing -- `pytest` to run the test suite -- You can also run the provided python script `run_all_test.py` - ---- -# Best practices - -## Coding Guidelines - -- Follow PEP 8 style guidelines -- Write clear, commented code -- Include type hints -- Create or update tests for new functionality -- Ensure 100% test coverage for new code - -## Branches & Releases -New features should be branched from `main` into `feature/*` -As stated, we follow **Semantic Versioning**. Releases are created manually from the `main` branch. +{! ../.github/CONTRIBUTING.md !} diff --git a/docs/faq/contribute.md b/docs/faq/contribute.md deleted file mode 100644 index ff31c9f1f..000000000 --- a/docs/faq/contribute.md +++ /dev/null @@ -1,61 +0,0 @@ -# Contributing to the Project - -We warmly welcome contributions from the community! This guide will help you get started with contributing to our project. - -## Development Setup -1. Clone the repository `git clone https://github.com/flixOpt/flixopt.git` -2. Install the development dependencies `pip install -e ".[dev]"` -3. Install pre-commit hooks `pre-commit install` (one-time setup) -4. Run `pytest` to ensure your code passes all tests - -## Code Quality -We use [Ruff](https://github.com/astral-sh/ruff) for linting and formatting. After the one-time setup above, **code quality checks run automatically on every commit**. - -To run manually: -- `ruff check --fix .` to check and fix linting issues -- `ruff format .` to format code - -## Documentation (Optional) -FlixOpt uses [mkdocs](https://www.mkdocs.org/) to generate documentation. -To work on documentation: -```bash -pip install -e ".[docs]" -mkdocs serve -``` -Then navigate to http://127.0.0.1:8000/ - -## Testing -- `pytest` to run the test suite -- You can also run the provided python script `run_all_test.py` - ---- -# Best practices - -## Coding Guidelines - -- Follow PEP 8 style guidelines -- Write clear, commented code -- Include type hints -- Create or update tests for new functionality -- Ensure 100% test coverage for new code - -## Branches -As we start to think FlixOpt in **Releases**, we decided to introduce multiple **dev**-branches instead of only one: -Following the **Semantic Versioning** guidelines, we introduced: -- `next/patch`: This is where all pull requests for the next patch release (1.0.x) go. -- `next/minor`: This is where all pull requests for the next minor release (1.x.0) go. -- `next/major`: This is where all pull requests for the next major release (x.0.0) go. - -Everything else remains in `feature/...`-branches. - -## Pull requests -Every feature or bugfix should be merged into one of the 3 [release branches](#branches), using **Squash and merge** or a regular **single commit**. -At some point, `next/minor` or `next/major` will get merged into `main` using a regular **Merge** (not squash). -*This ensures that Features are kept separate, and the `next/...`branches stay in synch with ``main`.* - -## Releases -As stated, we follow **Semantic Versioning**. -Right after one of the 3 [release branches](#branches) is merged into main, a **Tag** should be added to the merge commit and pushed to the main branch. The tag has the form `v1.2.3`. -With this tag, a release with **Release Notes** must be created. - -*This is our current best practice* diff --git a/docs/faq/index.md b/docs/faq/index.md deleted file mode 100644 index 6a245edd3..000000000 --- a/docs/faq/index.md +++ /dev/null @@ -1,3 +0,0 @@ -# Frequently Asked Questions - -## Work in progress diff --git a/docs/getting-started.md b/docs/getting-started.md index 9af389755..044ffb872 100644 --- a/docs/getting-started.md +++ b/docs/getting-started.md @@ -37,6 +37,6 @@ Working with FlixOpt follows a general pattern: Now that you've installed FlixOpt and understand the basic workflow, you can: -- Learn about the [core concepts of FlixOpt](user-guide/index.md) +- Learn about the [core concepts of flixopt](user-guide/core-concepts.md) - Explore some [examples](examples/index.md) - Check the [API reference](api-reference/index.md) for detailed documentation diff --git a/docs/index.md b/docs/index.md index 04020639e..c9b01f284 100644 --- a/docs/index.md +++ b/docs/index.md @@ -1,47 +1,144 @@ -# FlixOpt +--- +title: Home +hide: + - navigation + - toc +--- -**FlixOpt** is a Python-based optimization framework designed to tackle energy and material flow problems using mixed-integer linear programming (MILP). +
-It borrows concepts from both [FINE](https://github.com/FZJ-IEK3-VSA/FINE) and [oemof.solph](https://github.com/oemof/oemof-solph). +

flixOpt

-## Why FlixOpt? +

Energy and Material Flow Optimization Framework

-FlixOpt is designed as a general-purpose optimization framework to get your model running quickly, without sacrificing flexibility down the road: +

Model, optimize, and analyze complex energy systems with a powerful Python framework designed for flexibility and performance.

-- **Easy to Use API**: FlixOpt provides a Pythonic, object-oriented interface that makes mathematical optimization more accessible to Python developers. +

+ 🚀 Get Started + 💡 View Examples + ⭐ GitHub +

-- **Approachable Learning Curve**: Designed to be accessible from the start, with options for more detailed models down the road. +
-- **Domain Independence**: While frameworks like oemof and FINE excel at energy system modeling with domain-specific components, FlixOpt offers a more general mathematical approach that can be applied across different fields. +## :material-map-marker-path: Quick Navigation -- **Extensibility**: Easily add custom constraints or variables to any FlixOpt Model using [linopy](https://github.com/PyPSA/linopy). Tailor any FlixOpt model to your specific needs without loosing the convenience of the framework. +
+ +

🚀 Getting Started

+

New to FlixOpt? Start here with installation and your first model

+ -- **Solver Agnostic**: Work with different solvers through a consistent interface. + +

💡 Examples Gallery

+

Explore real-world examples from simple to complex systems

+ -- **Results File I/O**: Built to analyze results independent of running the optimization. + +

📚 API Reference

+

Detailed documentation of all classes, methods, and parameters

+ + + +

📖 Recipes

+

Common patterns and best practices for modeling energy systems

+ + + +

∫ Mathematical Notation

+

Understand the mathematical formulations behind the framework

+ + + +

🛣️ Roadmap

+

See what's coming next and contribute to the future of FlixOpt

+ +
+ +## 🏗️ Framework Architecture + +
![FlixOpt Conceptual Usage](./images/architecture_flixOpt.png)
Conceptual Usage and IO operations of FlixOpt
-## Installation +**FlixOpt** provides a complete workflow for energy system optimization: + +- **:material-file-code: Define** your system using Python components +- **:material-cog: Optimize** with powerful solvers (HiGHS, Gurobi, CPLEX) +- **:material-chart-box: Analyze** results with built-in visualization tools +- **:material-export: Export** to various formats for further analysis + +
+ +## :material-account-group: Community & Support + +
+ +
+ +:fontawesome-brands-github:{ .feature-icon } + +### GitHub + +Report issues, request features, and contribute to the codebase + +[Visit Repository →](https://github.com/flixOpt/flixopt){target="_blank" rel="noopener noreferrer"} + +
+ +
+ +:material-forum:{ .feature-icon } + +### Discussions + +Ask questions and share your projects with the community + +[Join Discussion →](https://github.com/flixOpt/flixopt/discussions){target="_blank" rel="noopener noreferrer"} + +
+ +
+ +:material-book-open-page-variant:{ .feature-icon } + +### Contributing + +Help improve FlixOpt by contributing code, docs, or examples + +[Learn How →](contribute/){target="_blank" rel="noopener noreferrer"} + +
+ +
+ + +## :material-file-document-edit: Recent Updates + +!!! tip "What's New in v3.0.0" + Major improvements and breaking changes. Check the [Migration Guide](user-guide/migration-guide-v3.md) for upgrading from v2.x. -```bash -pip install flixopt -``` +📋 See the full [Release Notes](changelog/) for detailed version history. -For more detailed installation options, see the [Getting Started](getting-started.md) guide. +--- -## License +
-FlixOpt is released under the MIT License. See [LICENSE](https://github.com/flixopt/flixopt/blob/main/LICENSE) for details. +

Ready to optimize your energy system?

-## Citation +

+ ▶️ Start Building +

-If you use FlixOpt in your research or project, please cite: +
-- **Main Citation:** [DOI:10.18086/eurosun.2022.04.07](https://doi.org/10.18086/eurosun.2022.04.07) -- **Short Overview:** [DOI:10.13140/RG.2.2.14948.24969](https://doi.org/10.13140/RG.2.2.14948.24969) +--- -*A more sophisticated paper is in progress* +{% + include-markdown "../README.md" + start="## 🛠️ Installation" + end="## 📄 License" +%} diff --git a/docs/roadmap.md b/docs/roadmap.md new file mode 100644 index 000000000..fbad1043c --- /dev/null +++ b/docs/roadmap.md @@ -0,0 +1,49 @@ +# Roadmap and Vision + +## 🎯 Our Vision + +**FlixOpt aims to be the most accessible, flexible, and universal Python framework for energy and material flow optimization.** + +We believe optimization modeling should be **approachable for beginners** yet **powerful for experts**, minimizing context switching between **short-term dispatch** and **long-term investment** planning. + +--- + +## 🚀 Short-term (Next 6 months) + +- **Recipe collection** - Community-driven library of common modeling patterns, data manipulation techniques, and optimization strategies +- **Examples of stochastic and multi-period modeling** - The new v3.0 features currently lack comprehensive showcases +- **Advanced result analysis** - Automated reporting and enhanced visualization options +- **Interactive tutorials** - Browser-based, reactive tutorials for learning FlixOpt without local installation using [Marimo](https://marimo.io/) + +## 🔮 Medium-term (6-12 months) + +- **Modeling to Generate Alternatives (MGA)** - Built-in support for exploring near-optimal solution spaces to produce more robust, diverse solutions under uncertainty. See [PyPSA](https://docs.pypsa.org/latest/user-guide/optimization/modelling-to-generate-alternatives/) and [Calliope](https://calliope.readthedocs.io/en/latest/examples/modes/) for reference implementations +- **Advanced stochastic optimization** - Build sophisticated new `Calculation` classes to perform different stochastic optimization approaches, like PyPSA's [two-stage stochastic programming and risk preferences with Conditional Value-at-Risk (CVaR)](https://docs.pypsa.org/latest/user-guide/optimization/stochastic/) +- **Enhanced component library** - More pre-built, domain-specific components (sector coupling, hydrogen systems, thermal networks, demand-side management) + +## 🌟 Long-term (12+ months) + +- **Showcase universal applicability** - FlixOpt already handles any flow-based system (supply chains, water networks, production planning, chemical processes) - we need more examples and domain-specific component libraries to demonstrate this +- **Community ecosystem** - Rich library of user-contributed components, examples, and domain-specific extensions + +--- + +## 🤝 How to Help + +- **Code**: Implement features, fix bugs, add tests +- **Docs**: Write tutorials, improve examples, create case studies +- **Components**: Contribute domain-specific components +- **Feedback**: [Report issues](https://github.com/flixOpt/flixopt/issues), [join discussions](https://github.com/flixOpt/flixopt/discussions) + +See our [contribution guide](contribute.md) to get started. + +--- + +## 📅 Release Philosophy + +FlixOpt follows [semantic versioning](https://semver.org/): +- **Major** (v3→v4): Breaking changes, major features +- **Minor** (v3.0→v3.1): New features, backward compatible +- **Patch** (v3.0.0→v3.0.1): Bug fixes only + +Target: Patch releases as needed, minor releases every 2-3 months. diff --git a/docs/stylesheets/extra.css b/docs/stylesheets/extra.css new file mode 100644 index 000000000..79dfc9a15 --- /dev/null +++ b/docs/stylesheets/extra.css @@ -0,0 +1,396 @@ +/* ============================================================================ + flixOpt Custom Styling + ========================================================================= */ + +/* Root variables for easy customization */ +:root { + /* Spacing */ + --content-padding: 2rem; + + /* Typography */ + --heading-font-weight: 600; + + /* Colors - enhance teal theme */ + --flixopt-teal: #009688; + --flixopt-teal-light: #4DB6AC; + --flixopt-teal-dark: #00796B; +} + +/* Dark mode adjustments */ +[data-md-color-scheme="slate"] { + --md-code-bg-color: #1e1e1e; +} + +/* ============================================================================ + Typography Improvements + ========================================================================= */ + +/* Better line height for readability */ +.md-typeset { + line-height: 1.7; +} + +/* Enhanced headings */ +.md-typeset h1 { + font-weight: var(--heading-font-weight); + letter-spacing: -0.02em; + margin-top: 0; +} + +.md-typeset h2 { + font-weight: var(--heading-font-weight); + border-bottom: 1px solid var(--md-default-fg-color--lightest); + padding-bottom: 0.3em; + margin-top: 2em; +} + +/* Better code inline */ +.md-typeset code { + padding: 0.15em 0.4em; + border-radius: 0.25em; + font-size: 0.875em; +} + +/* ============================================================================ + Navigation Enhancements + ========================================================================= */ + +/* Smooth hover effects on navigation */ +.md-nav__link:hover { + opacity: 0.7; + transition: opacity 0.2s ease; +} + +/* Active navigation item enhancement */ +.md-nav__link--active { + font-weight: 600; + border-left: 3px solid var(--md-primary-fg-color); + padding-left: calc(1.2rem - 3px) !important; +} + +/* ============================================================================ + Code Block Improvements + ========================================================================= */ + +/* Better code block styling */ +.md-typeset .highlight { + border-radius: 0.5rem; + margin: 1.5em 0; + box-shadow: 0 2px 8px rgba(0, 0, 0, 0.1); +} + +[data-md-color-scheme="slate"] .md-typeset .highlight { + box-shadow: 0 2px 8px rgba(0, 0, 0, 0.3); +} + +/* Line numbers styling */ +.md-typeset .highlight .linenos { + user-select: none; + opacity: 0.5; +} + +/* Copy button enhancement */ +.md-clipboard { + opacity: 0; + transition: opacity 0.2s ease; +} + +.highlight:hover .md-clipboard { + opacity: 1; +} + +/* ============================================================================ + Admonitions & Callouts + ========================================================================= */ + +/* Enhanced admonitions */ +.md-typeset .admonition { + border-radius: 0.5rem; + border-left-width: 0.25rem; + box-shadow: 0 2px 4px rgba(0, 0, 0, 0.05); +} + +/* ============================================================================ + Tables + ========================================================================= */ + +/* Better table styling */ +.md-typeset table:not([class]) { + border-radius: 0.5rem; + overflow: hidden; + box-shadow: 0 2px 8px rgba(0, 0, 0, 0.05); +} + +.md-typeset table:not([class]) th { + background-color: var(--md-primary-fg-color); + color: white; + font-weight: 600; + text-align: left; +} + +.md-typeset table:not([class]) tr:hover { + background-color: var(--md-default-fg-color--lightest); + transition: background-color 0.2s ease; +} + +/* ============================================================================ + API Documentation Styling + ========================================================================= */ + +/* Better spacing for API docs */ +.doc-heading { + margin-top: 2rem !important; +} + +/* Parameter tables */ +.doc-md-description table { + width: 100%; + font-size: 0.9em; +} + +/* Signature styling */ +.doc-signature { + font-family: var(--md-code-font); + background-color: var(--md-code-bg-color); + border-radius: 0.5rem; + padding: 1rem; + overflow-x: auto; +} + +/* ============================================================================ + Home Page Hero (optional enhancement) + ========================================================================= */ + +.hero { + text-align: center; + padding: 4rem 2rem; + background: linear-gradient(135deg, var(--flixopt-teal-light) 0%, var(--flixopt-teal-dark) 100%); + color: white; + border-radius: 1rem; + margin-bottom: 2rem; +} + +.hero h1 { + font-size: 3rem; + margin-bottom: 1rem; + color: white; + border: none; +} + +.hero p { + font-size: 1.25rem; + opacity: 0.9; +} + +/* ============================================================================ + Responsive Design + ========================================================================= */ + +@media screen and (max-width: 76.1875em) { + .md-typeset h1 { + font-size: 2rem; + } +} + +@media screen and (max-width: 44.9375em) { + :root { + --content-padding: 1rem; + } + + .hero h1 { + font-size: 2rem; + } + + .hero p { + font-size: 1rem; + } +} + +/* ============================================================================ + Print Styles + ========================================================================= */ + +@media print { + .md-typeset { + font-size: 0.9rem; + } + + .md-header, + .md-sidebar, + .md-footer { + display: none; + } +} + +/* ============================================================================ + Home Page Inline Styles (moved from docs/index.md) + ========================================================================= */ + +.hero-section { + text-align: center; + padding: 4rem 2rem 3rem 2rem; + background: linear-gradient(135deg, rgba(0, 150, 136, 0.1) 0%, rgba(0, 121, 107, 0.1) 100%); + border-radius: 1rem; + margin-bottom: 3rem; +} + +.hero-section h1 { + font-size: 3.5rem; + font-weight: 700; + margin-bottom: 1rem; + background: linear-gradient(135deg, #009688 0%, #00796B 100%); + -webkit-background-clip: text; + -webkit-text-fill-color: transparent; + background-clip: text; +} + +.hero-section .tagline { + font-size: 1.5rem; + color: var(--md-default-fg-color--light); + margin-bottom: 2rem; + font-weight: 300; +} + +.hero-buttons { + display: flex; + gap: 1rem; + justify-content: center; + flex-wrap: wrap; + margin-top: 2rem; +} + +.feature-grid { + display: grid; + grid-template-columns: repeat(auto-fit, minmax(280px, 1fr)); + gap: 2rem; + margin: 3rem 0; +} + +.feature-card { + padding: 2rem; + border-radius: 0.75rem; + background: var(--md-code-bg-color); + border: 1px solid var(--md-default-fg-color--lightest); + transition: all 0.3s ease; + text-align: center; +} + +.feature-card:hover { + transform: translateY(-4px); + box-shadow: 0 8px 16px rgba(0, 0, 0, 0.1); + border-color: var(--md-primary-fg-color); +} + +.feature-icon { + font-size: 3rem; + margin-bottom: 1rem; + display: block; +} + +.feature-card h3 { + margin-top: 0; + margin-bottom: 0.5rem; + font-size: 1.25rem; +} + +.feature-card p { + color: var(--md-default-fg-color--light); + margin: 0; + font-size: 0.95rem; + line-height: 1.6; +} + +.stats-banner { + display: flex; + justify-content: space-around; + padding: 2rem; + background: var(--md-code-bg-color); + border-radius: 0.75rem; + margin: 3rem 0; + text-align: center; + flex-wrap: wrap; + gap: 2rem; +} + +.stat-item { + flex: 1; + min-width: 150px; +} + +.stat-number { + font-size: 2.5rem; + font-weight: 700; + color: var(--md-primary-fg-color); + display: block; +} + +.stat-label { + color: var(--md-default-fg-color--light); + font-size: 0.9rem; + text-transform: uppercase; + letter-spacing: 0.05em; +} + +.architecture-section { + margin: 4rem 0; + padding: 2rem; + background: var(--md-code-bg-color); + border-radius: 0.75rem; +} + +.quick-links { + display: grid; + grid-template-columns: repeat(auto-fit, minmax(250px, 1fr)); + gap: 1.5rem; + margin: 3rem 0; +} + +.quick-link-card { + padding: 1.5rem; + border-left: 4px solid var(--md-primary-fg-color); + background: var(--md-code-bg-color); + border-radius: 0.5rem; + transition: all 0.2s ease; + text-decoration: none; + display: block; +} + +.quick-link-card:hover { + background: var(--md-default-fg-color--lightest); + transform: translateX(4px); +} + +.quick-link-card h3 { + margin: 0 0 0.5rem 0; + font-size: 1.1rem; + color: var(--md-primary-fg-color); +} + +.quick-link-card p { + margin: 0; + color: var(--md-default-fg-color--light); + font-size: 0.9rem; +} + +@media screen and (max-width: 768px) { + .hero-section h1 { + font-size: 2.5rem; + } + + .hero-section .tagline { + font-size: 1.2rem; + } + + .hero-buttons { + flex-direction: column; + align-items: stretch; + } + + .feature-grid { + grid-template-columns: 1fr; + } + + .stats-banner { + flex-direction: column; + } +} diff --git a/docs/user-guide/Mathematical Notation/Effects, Penalty & Objective.md b/docs/user-guide/Mathematical Notation/Effects, Penalty & Objective.md deleted file mode 100644 index 7da311c37..000000000 --- a/docs/user-guide/Mathematical Notation/Effects, Penalty & Objective.md +++ /dev/null @@ -1,132 +0,0 @@ -## Effects -[`Effects`][flixopt.effects.Effect] are used to allocate things like costs, emissions, or other "effects" occurring in the system. -These arise from so called **Shares**, which originate from **Elements** like [Flows](Flow.md). - -**Example:** - -[`Flows`][flixopt.elements.Flow] have an attribute called `effects_per_flow_hour`, defining the effect amount of per flow hour. -Associated effects could be: -- costs - given in [€/kWh]... -- ...or emissions - given in [kg/kWh]. -- -Effects are allocated separately for investments and operation. - -### Shares to Effects - -$$ \label{eq:Share_invest} -s_{l \rightarrow e, \text{inv}} = \sum_{v \in \mathcal{V}_{l, \text{inv}}} v \cdot \text a_{v \rightarrow e} -$$ - -$$ \label{eq:Share_operation} -s_{l \rightarrow e, \text{op}}(\text{t}_i) = \sum_{v \in \mathcal{V}_{l,\text{op}}} v(\text{t}_i) \cdot \text a_{v \rightarrow e}(\text{t}_i) -$$ - -With: - -- $\text{t}_i$ being the time step -- $\mathcal{V_l}$ being the set of all optimization variables of element $e$ -- $\mathcal{V}_{l, \text{inv}}$ being the set of all optimization variables of element $e$ related to investment -- $\mathcal{V}_{l, \text{op}}$ being the set of all optimization variables of element $e$ related to operation -- $v$ being an optimization variable of the element $l$ -- $v(\text{t}_i)$ being an optimization variable of the element $l$ at timestep $\text{t}_i$ -- $\text a_{v \rightarrow e}$ being the factor between the optimization variable $v$ to effect $e$ -- $\text a_{v \rightarrow e}(\text{t}_i)$ being the factor between the optimization variable $v$ to effect $e$ for timestep $\text{t}_i$ -- $s_{l \rightarrow e, \text{inv}}$ being the share of element $l$ to the investment part of effect $e$ -- $s_{l \rightarrow e, \text{op}}(\text{t}_i)$ being the share of element $l$ to the operation part of effect $e$ - -### Shares between different Effects - -Furthermore, the Effect $x$ can contribute a share to another Effect ${e} \in \mathcal{E}\backslash x$. -This share is defined by the factor $\text r_{x \rightarrow e}$. - -For example, the Effect "CO$_2$ emissions" (unit: kg) -can cause an additional share to Effect "monetary costs" (unit: €). -In this case, the factor $\text a_{x \rightarrow e}$ is the specific CO$_2$ price in €/kg. However, circular references have to be avoided. - -The overall sum of investment shares of an Effect $e$ is given by $\eqref{eq:Effect_invest}$ - -$$ \label{eq:Effect_invest} -E_{e, \text{inv}} = -\sum_{l \in \mathcal{L}} s_{l \rightarrow e,\text{inv}} + -\sum_{x \in \mathcal{E}\backslash e} E_{x, \text{inv}} \cdot \text{r}_{x \rightarrow e,\text{inv}} -$$ - -The overall sum of operation shares is given by $\eqref{eq:Effect_Operation}$ - -$$ \label{eq:Effect_Operation} -E_{e, \text{op}}(\text{t}_{i}) = -\sum_{l \in \mathcal{L}} s_{l \rightarrow e, \text{op}}(\text{t}_i) + -\sum_{x \in \mathcal{E}\backslash e} E_{x, \text{op}}(\text{t}_i) \cdot \text{r}_{x \rightarrow {e},\text{op}}(\text{t}_i) -$$ - -and totals to $\eqref{eq:Effect_Operation_total}$ -$$\label{eq:Effect_Operation_total} -E_{e,\text{op},\text{tot}} = \sum_{i=1}^n E_{e,\text{op}}(\text{t}_{i}) -$$ - -With: - -- $\mathcal{L}$ being the set of all elements in the FlowSystem -- $\mathcal{E}$ being the set of all effects in the FlowSystem -- $\text r_{x \rightarrow e, \text{inv}}$ being the factor between the invest part of Effect $x$ and Effect $e$ -- $\text r_{x \rightarrow e, \text{op}}(\text{t}_i)$ being the factor between the operation part of Effect $x$ and Effect $e$ - -- $\text{t}_i$ being the time step -- $s_{l \rightarrow e, \text{inv}}$ being the share of element $l$ to the investment part of effect $e$ -- $s_{l \rightarrow e, \text{op}}(\text{t}_i)$ being the share of element $l$ to the operation part of effect $e$ - - -The total of an effect $E_{e}$ is given as $\eqref{eq:Effect_Total}$ - -$$ \label{eq:Effect_Total} -E_{e} = E_{\text{inv},e} +E_{\text{op},\text{tot},e} -$$ - -### Constraining Effects - -For each variable $v \in \{ E_{e,\text{inv}}, E_{e,\text{op},\text{tot}}, E_e\}$, a lower bound $v^\text{L}$ and upper bound $v^\text{U}$ can be defined as - -$$ \label{eq:Bounds_Single} -\text v^\text{L} \leq v \leq \text v^\text{U} -$$ - -Furthermore, bounds for the operational shares can be set for each time step - -$$ \label{eq:Bounds_Time_Steps} -\text E_{e,\text{op}}^\text{L}(\text{t}_i) \leq E_{e,\text{op}}(\text{t}_i) \leq \text E_{e,\text{op}}^\text{U}(\text{t}_i) -$$ - -## Penalty - -Additionally to the user defined [Effects](#effects), a Penalty $\Phi$ is part of every FlixOpt Model. -Its used to prevent unsolvable problems and simplify troubleshooting. -Shares to the penalty can originate from every Element and are constructed similarly to -$\eqref{Share_invest}$ and $\eqref{Share_operation}$. - -$$ \label{eq:Penalty} -\Phi = \sum_{l \in \mathcal{L}} \left( s_{l \rightarrow \Phi} +\sum_{\text{t}_i \in \mathcal{T}} s_{l \rightarrow \Phi}(\text{t}_{i}) \right) -$$ - -With: - -- $\mathcal{L}$ being the set of all elements in the FlowSystem -- $\mathcal{T}$ being the set of all timesteps -- $s_{l \rightarrow \Phi}$ being the share of element $l$ to the penalty - -At the moment, penalties only occur in [Buses](Bus.md) - -## Objective - -The optimization objective of a FlixOpt Model is defined as $\eqref{eq:Objective}$ -$$ \label{eq:Objective} -\min(E_{\Omega} + \Phi) -$$ - -With: - -- $\Omega$ being the chosen **Objective [Effect](#effects)** (see $\eqref{eq:Effect_Total}$) -- $\Phi$ being the [Penalty](#penalty) - -This approach allows for a multi-criteria optimization using both... - - ... the **Weighted Sum** method, as the chosen **Objective Effect** can incorporate other Effects. - - ... the ($\epsilon$-constraint method) by constraining effects. diff --git a/docs/user-guide/Mathematical Notation/Flow.md b/docs/user-guide/Mathematical Notation/Flow.md deleted file mode 100644 index 78135e822..000000000 --- a/docs/user-guide/Mathematical Notation/Flow.md +++ /dev/null @@ -1,26 +0,0 @@ -The flow_rate is the main optimization variable of the Flow. It's limited by the size of the Flow and relative bounds \eqref{eq:flow_rate}. - -$$ \label{eq:flow_rate} - \text P \cdot \text p^{\text{L}}_{\text{rel}}(\text{t}_{i}) - \leq p(\text{t}_{i}) \leq - \text P \cdot \text p^{\text{U}}_{\text{rel}}(\text{t}_{i}) -$$ - -With: - -- $\text P$ being the size of the Flow -- $p(\text{t}_{i})$ being the flow-rate at time $\text{t}_{i}$ -- $\text p^{\text{L}}_{\text{rel}}(\text{t}_{i})$ being the relative lower bound (typically 0) -- $\text p^{\text{U}}_{\text{rel}}(\text{t}_{i})$ being the relative upper bound (typically 1) - -With $\text p^{\text{L}}_{\text{rel}}(\text{t}_{i}) = 0$ and $\text p^{\text{U}}_{\text{rel}}(\text{t}_{i}) = 1$, -equation \eqref{eq:flow_rate} simplifies to - -$$ - 0 \leq p(\text{t}_{i}) \leq \text P -$$ - - -This mathematical formulation can be extended by using [OnOffParameters](./OnOffParameters.md) -to define the on/off state of the Flow, or by using [InvestParameters](./InvestParameters.md) -to change the size of the Flow from a constant to an optimization variable. diff --git a/docs/user-guide/Mathematical Notation/InvestParameters.md b/docs/user-guide/Mathematical Notation/InvestParameters.md deleted file mode 100644 index d3cd4f81e..000000000 --- a/docs/user-guide/Mathematical Notation/InvestParameters.md +++ /dev/null @@ -1,3 +0,0 @@ -# InvestParameters - -This is a work in progress. diff --git a/docs/user-guide/Mathematical Notation/LinearConverter.md b/docs/user-guide/Mathematical Notation/LinearConverter.md deleted file mode 100644 index bf1279c32..000000000 --- a/docs/user-guide/Mathematical Notation/LinearConverter.md +++ /dev/null @@ -1,21 +0,0 @@ -[`LinearConverters`][flixopt.components.LinearConverter] define a ratio between incoming and outgoing [Flows](Flow.md). - -$$ \label{eq:Linear-Transformer-Ratio} - \sum_{f_{\text{in}} \in \mathcal F_{in}} \text a_{f_{\text{in}}}(\text{t}_i) \cdot p_{f_\text{in}}(\text{t}_i) = \sum_{f_{\text{out}} \in \mathcal F_{out}} \text b_{f_\text{out}}(\text{t}_i) \cdot p_{f_\text{out}}(\text{t}_i) -$$ - -With: - -- $\mathcal F_{in}$ and $\mathcal F_{out}$ being the set of all incoming and outgoing flows -- $p_{f_\text{in}}(\text{t}_i)$ and $p_{f_\text{out}}(\text{t}_i)$ being the flow-rate at time $\text{t}_i$ for flow $f_\text{in}$ and $f_\text{out}$, respectively -- $\text a_{f_\text{in}}(\text{t}_i)$ and $\text b_{f_\text{out}}(\text{t}_i)$ being the ratio of the flow-rate at time $\text{t}_i$ for flow $f_\text{in}$ and $f_\text{out}$, respectively - -With one incoming **Flow** and one outgoing **Flow**, this can be simplified to: - -$$ \label{eq:Linear-Transformer-Ratio-simple} - \text a(\text{t}_i) \cdot p_{f_\text{in}}(\text{t}_i) = p_{f_\text{out}}(\text{t}_i) -$$ - -where $\text a$ can be interpreted as the conversion efficiency of the **LinearConverter**. -#### Piecewise Conversion factors -The conversion efficiency can be defined as a piecewise linear approximation. See [Piecewise](Piecewise.md) for more details. diff --git a/docs/user-guide/Mathematical Notation/OnOffParameters.md b/docs/user-guide/Mathematical Notation/OnOffParameters.md deleted file mode 100644 index ca22d7d33..000000000 --- a/docs/user-guide/Mathematical Notation/OnOffParameters.md +++ /dev/null @@ -1,3 +0,0 @@ -# OnOffParameters - -This is a work in progress. diff --git a/docs/user-guide/Mathematical Notation/index.md b/docs/user-guide/Mathematical Notation/index.md deleted file mode 100644 index b76a1ba1f..000000000 --- a/docs/user-guide/Mathematical Notation/index.md +++ /dev/null @@ -1,22 +0,0 @@ - -# Mathematical Notation - -## Naming Conventions - -FlixOpt uses the following naming conventions: - -- All optimization variables are denoted by italic letters (e.g., $x$, $y$, $z$) -- All parameters and constants are denoted by non italic small letters (e.g., $\text{a}$, $\text{b}$, $\text{c}$) -- All Sets are denoted by greek capital letters (e.g., $\mathcal{F}$, $\mathcal{E}$) -- All units of a set are denoted by greek small letters (e.g., $\mathcal{f}$, $\mathcal{e}$) -- The letter $i$ is used to denote an index (e.g., $i=1,\dots,\text n$) -- All time steps are denoted by the letter $\text{t}$ (e.g., $\text{t}_0$, $\text{t}_1$, $\text{t}_i$) - -## Timesteps -Time steps are defined as a sequence of discrete time steps $\text{t}_i \in \mathcal{T} \quad \text{for} \quad i \in \{1, 2, \dots, \text{n}\}$ (left-aligned in its timespan). -From this sequence, the corresponding time intervals $\Delta \text{t}_i \in \Delta \mathcal{T}$ are derived as - -$$\Delta \text{t}_i = \text{t}_{i+1} - \text{t}_i \quad \text{for} \quad i \in \{1, 2, \dots, \text{n}-1\}$$ - -The final time interval $\Delta \text{t}_\text n$ defaults to $\Delta \text{t}_\text n = \Delta \text{t}_{\text n-1}$, but is of course customizable. -Non-equidistant time steps are also supported. diff --git a/docs/user-guide/index.md b/docs/user-guide/core-concepts.md similarity index 63% rename from docs/user-guide/index.md rename to docs/user-guide/core-concepts.md index bc1738997..bf52a26ba 100644 --- a/docs/user-guide/index.md +++ b/docs/user-guide/core-concepts.md @@ -1,8 +1,10 @@ -# FlixOpt Concepts +# Core concepts of flixopt -FlixOpt is built around a set of core concepts that work together to represent and optimize energy and material flow systems. This page provides a high-level overview of these concepts and how they interact. +FlixOpt is built around a set of core concepts that work together to represent and optimize **any system involving flows and conversions** - whether that's energy systems, material flows, supply chains, water networks, or production processes. -## Core Concepts +This page provides a high-level overview of these concepts and how they interact. + +## Main building blocks ### FlowSystem @@ -13,15 +15,22 @@ Every FlixOpt model starts with creating a FlowSystem. It: - Contains and connects [components](#components), [buses](#buses), and [flows](#flows) - Manages the [effects](#effects) (objectives and constraints) +FlowSystem provides two ways to access elements: + +- **Dict-like interface**: Access any element by label: `flow_system['Boiler']`, `'Boiler' in flow_system`, `flow_system.keys()` +- **Direct containers**: Access type-specific containers: `flow_system.components`, `flow_system.buses`, `flow_system.effects`, `flow_system.flows` + +Element labels must be unique across all types. See the [`FlowSystem` API reference][flixopt.flow_system.FlowSystem] for detailed examples and usage patterns. + ### Flows [`Flow`][flixopt.elements.Flow] objects represent the movement of energy or material between a [Bus](#buses) and a [Component](#components) in a predefined direction. -- Have a `size` which, generally speaking, defines how fast energy or material can be moved. Usually measured in MW, kW, m³/h, etc. -- Have a `flow_rate`, which is defines how fast energy or material is transported. Usually measured in MW, kW, m³/h, etc. +- Have a `size` which, generally speaking, defines how much energy or material can be moved. Usually measured in MW, kW, m³/h, etc. +- Have a `flow_rate`, which defines how fast energy or material is transported. Usually measured in MW, kW, m³/h, etc. - Have constraints to limit the flow-rate (min/max, total flow hours, on/off etc.) - Can have fixed profiles (for demands or renewable generation) -- Can have [Effects](#effects) associated by their use (operation, investment, on/off, ...) +- Can have [Effects](#effects) associated by their use (costs, emissions, labour, ...) #### Flow Hours While the **Flow Rate** defines the rate in which energy or material is transported, the **Flow Hours** define the amount of energy or material that is transported. @@ -45,28 +54,49 @@ Examples: ### Components -[`Component`][flixopt.elements.Component] objects usually represent physical entities in your system that interact with [`Flows`][flixopt.elements.Flow]. They include: +[`Component`][flixopt.elements.Component] objects usually represent physical entities in your system that interact with [`Flows`][flixopt.elements.Flow]. The generic component types work across all domains: - [`LinearConverters`][flixopt.components.LinearConverter] - Converts input flows to output flows with (piecewise) linear relationships + - *Energy: boilers, heat pumps, turbines* + - *Manufacturing: assembly lines, processing equipment* + - *Chemistry: reactors, separators* - [`Storages`][flixopt.components.Storage] - Stores energy or material over time -- [`Sources`][flixopt.components.Source] / [`Sinks`][flixopt.components.Sink] / [`SourceAndSinks`][flixopt.components.SourceAndSink] - Produce or consume flows. They are usually used to model external demands or supplies. + - *Energy: batteries, thermal storage, gas storage* + - *Logistics: warehouses, buffer inventory* + - *Water: reservoirs, tanks* +- [`Sources`][flixopt.components.Source] / [`Sinks`][flixopt.components.Sink] / [`SourceAndSinks`][flixopt.components.SourceAndSink] - Produce or consume flows + - *Energy: demands, renewable generation* + - *Manufacturing: raw material supply, product demand* + - *Supply chain: suppliers, customers* - [`Transmissions`][flixopt.components.Transmission] - Moves flows between locations with possible losses -- Specialized [`LinearConverters`][flixopt.components.LinearConverter] like [`Boilers`][flixopt.linear_converters.Boiler], [`HeatPumps`][flixopt.linear_converters.HeatPump], [`CHPs`][flixopt.linear_converters.CHP], etc. These simplify the usage of the `LinearConverter` class and can also be used as blueprint on how to define custom classes or parameterize existing ones. + - *Energy: pipelines, power lines* + - *Logistics: transport routes* + - *Water: distribution networks* + +**Pre-built specialized components** for energy systems include [`Boilers`][flixopt.linear_converters.Boiler], [`HeatPumps`][flixopt.linear_converters.HeatPump], [`CHPs`][flixopt.linear_converters.CHP], etc. These can serve as blueprints for custom domain-specific components. ### Effects -[`Effect`][flixopt.effects.Effect] objects represent impacts or metrics related to your system, such as: +[`Effect`][flixopt.effects.Effect] objects represent impacts or metrics related to your system. While commonly used to allocate costs, they're completely flexible: +**Energy systems:** - Costs (investment, operation) - Emissions (CO₂, NOx, etc.) -- Resource consumption -- Area demand +- Primary energy consumption + +**Other domains:** +- Production time, labor hours (manufacturing) +- Water consumption, wastewater (process industries) +- Transport distance, vehicle utilization (logistics) +- Space consumption +- Any custom metric relevant to your domain These can be freely defined and crosslink to each other (`CO₂` ──[specific CO₂-costs]─→ `Costs`). One effect is designated as the **optimization objective** (typically Costs), while others can be constrained. -This approach allows for a multi-criteria optimization using both... - - ... the **Weigted Sum**Method, by Optimizing a theoretical Effect which other Effects crosslink to. - - ... the ($\epsilon$-constraint method) by constraining effects. +This approach allows for multi-criteria optimization using both: + + - **Weighted Sum Method**: Optimize a theoretical Effect which other Effects crosslink to + - **ε-constraint method**: Constrain effects to specific limits ### Calculation @@ -82,7 +112,7 @@ FlixOpt offers different calculation modes: The results of a calculation are stored in a [`CalculationResults`][flixopt.results.CalculationResults] object. This object contains the solutions of the optimization as well as all information about the [`Calculation`][flixopt.calculation.Calculation] and the [`FlowSystem`][flixopt.flow_system.FlowSystem] it was created from. -The solutions is stored as an `xarray.Dataset`, but can be accessed through their assotiated Component, Bus or Effect. +The solution is stored as an `xarray.Dataset`, but can be accessed through their assotiated Component, Bus or Effect. This [`CalculationResults`][flixopt.results.CalculationResults] object can be saved to file and reloaded from file, allowing you to analyze the results anytime after the solve. @@ -91,19 +121,20 @@ This [`CalculationResults`][flixopt.results.CalculationResults] object can be sa The process of working with FlixOpt can be divided into 3 steps: 1. Create a [`FlowSystem`][flixopt.flow_system.FlowSystem], containing all the elements and data of your system - - Define the time series of your system - - Add [`Components`][flixopt.components] like [`Boilers`][flixopt.linear_converters.Boiler], [`HeatPumps`][flixopt.linear_converters.HeatPump], [`CHPs`][flixopt.linear_converters.CHP], etc. - - Add [`Buses`][flixopt.elements.Bus] as connection points in your system + - Define the time horizon of your system (and optionally your periods and scenarios, see [Dimensions](mathematical-notation/dimensions.md))) - Add [`Effects`][flixopt.effects.Effect] to represent costs, emissions, etc. - - *This [`FlowSystem`][flixopt.flow_system.FlowSystem] can also be loaded from a netCDF file* + - Add [`Buses`][flixopt.elements.Bus] as connection points in your system and [`Sinks`][flixopt.components.Sink] & [`Sources`][flixopt.components.Source] as connections to the outer world (markets, power grid, ...) + - Add [`Components`][flixopt.components] like [`Boilers`][flixopt.linear_converters.Boiler], [`HeatPumps`][flixopt.linear_converters.HeatPump], [`CHPs`][flixopt.linear_converters.CHP], etc. + - Add + - [`FlowSystems`][flixopt.flow_system.FlowSystem] can also be loaded from a netCDF file* 2. Translate the model to a mathematical optimization problem - Create a [`Calculation`][flixopt.calculation.Calculation] from your FlowSystem and choose a Solver - - ...The Calculation is translated internaly to a mathematical optimization problem... + - ...The Calculation is translated internally to a mathematical optimization problem... - ...and solved by the chosen solver. 3. Analyze the results - The results are stored in a [`CalculationResults`][flixopt.results.CalculationResults] object - This object can be saved to file and reloaded from file, retaining all information about the calculation - - As it contains the used [`FlowSystem`][flixopt.flow_system.FlowSystem], it can be used to start a new calculation + - As it contains the used [`FlowSystem`][flixopt.flow_system.FlowSystem], it fully documents all assumptions taken to create the results.
![FlixOpt Conceptual Usage](../images/architecture_flixOpt.png) diff --git a/docs/user-guide/mathematical-notation/dimensions.md b/docs/user-guide/mathematical-notation/dimensions.md new file mode 100644 index 000000000..d1bc99c8e --- /dev/null +++ b/docs/user-guide/mathematical-notation/dimensions.md @@ -0,0 +1,264 @@ +# Dimensions + +FlixOpt's `FlowSystem` supports multiple dimensions for modeling optimization problems. Understanding these dimensions is crucial for interpreting the mathematical formulations presented in this documentation. + +## The Three Dimensions + +FlixOpt models can have up to three dimensions: + +1. **Time (`time`)** - **MANDATORY** + - Represents the temporal evolution of the system + - Defined via `pd.DatetimeIndex` + - Must contain at least 2 timesteps + - All optimization variables and constraints evolve over time +2. **Period (`period`)** - **OPTIONAL** + - Represents independent planning periods (e.g., years 2020, 2021, 2022) + - Defined via `pd.Index` with integer values + - Used for multi-period optimization such as investment planning across years + - Each period is independent with its own time series +3. **Scenario (`scenario`)** - **OPTIONAL** + - Represents alternative futures or uncertainty realizations (e.g., "Base Case", "High Demand") + - Defined via `pd.Index` with any labels + - Scenarios within the same period share the same time dimension + - Used for stochastic optimization or scenario comparison + +--- + +## Dimensional Structure + +**Coordinate System:** + +```python +FlowSystemDimensions = Literal['time', 'period', 'scenario'] + +coords = { + 'time': pd.DatetimeIndex, # Always present + 'period': pd.Index | None, # Optional + 'scenario': pd.Index | None # Optional +} +``` + +**Example:** +```python +import pandas as pd +import numpy as np +import flixopt as fx + +timesteps = pd.date_range('2020-01-01', periods=24, freq='h') +scenarios = pd.Index(['Base Case', 'High Demand']) +periods = pd.Index([2020, 2021, 2022]) + +flow_system = fx.FlowSystem( + timesteps=timesteps, + periods=periods, + scenarios=scenarios, + weights=np.array([0.5, 0.5]) # Scenario weights +) +``` + +This creates a system with: +- 24 time steps per scenario per period +- 2 scenarios with equal weights (0.5 each) +- 3 periods (years) +- **Total decision space:** 24 × 2 × 3 = 144 time-scenario-period combinations + +--- + +## Independence of Formulations + +**All mathematical formulations in this documentation are independent of whether periods or scenarios are present.** + +The equations shown throughout this documentation (for [Flow](elements/Flow.md), [Storage](elements/Storage.md), [Bus](elements/Bus.md), etc.) are written with only the time index $\text{t}_i$. When periods and/or scenarios are added, **the same equations apply** - they are simply expanded to additional dimensions. + +### How Dimensions Expand Formulations + +**Flow rate bounds** (from [Flow](elements/Flow.md)): + +$$ +\text{P} \cdot \text{p}^{\text{L}}_{\text{rel}}(\text{t}_{i}) \leq p(\text{t}_{i}) \leq \text{P} \cdot \text{p}^{\text{U}}_{\text{rel}}(\text{t}_{i}) +$$ + +This equation remains valid regardless of dimensions: + +| Dimensions Present | Variable Indexing | Interpretation | +|-------------------|-------------------|----------------| +| Time only | $p(\text{t}_i)$ | Flow rate at time $\text{t}_i$ | +| Time + Scenario | $p(\text{t}_i, s)$ | Flow rate at time $\text{t}_i$ in scenario $s$ | +| Time + Period | $p(\text{t}_i, y)$ | Flow rate at time $\text{t}_i$ in period $y$ | +| Time + Period + Scenario | $p(\text{t}_i, y, s)$ | Flow rate at time $\text{t}_i$ in period $y$, scenario $s$ | + +**The mathematical relationship remains identical** - only the indexing expands. + +--- + +## Independence Between Scenarios and Periods + +**There is no interconnection between scenarios and periods, except for shared investment decisions within a period.** + +### Scenario Independence + +Scenarios within a period are **operationally independent**: + +- Each scenario has its own operational variables: $p(\text{t}_i, s_1)$ and $p(\text{t}_i, s_2)$ are independent +- Scenarios cannot exchange energy, information, or resources +- Storage states are separate: $c(\text{t}_i, s_1) \neq c(\text{t}_i, s_2)$ +- Binary states (on/off) are independent: $s(\text{t}_i, s_1)$ vs $s(\text{t}_i, s_2)$ + +Scenarios are connected **only through the objective function** via weights: + +$$ +\min \quad \sum_{s \in \mathcal{S}} w_s \cdot \text{Objective}_s +$$ + +Where: +- $\mathcal{S}$ is the set of scenarios +- $w_s$ is the weight for scenario $s$ +- The optimizer balances performance across scenarios according to their weights + +### Period Independence + +Periods are **completely independent** optimization problems: + +- Each period has separate operational variables +- Each period has separate investment decisions +- No temporal coupling between periods (e.g., storage state at end of period $y$ does not affect period $y+1$) +- Periods cannot exchange resources or information + +Periods are connected **only through weighted aggregation** in the objective: + +$$ +\min \quad \sum_{y \in \mathcal{Y}} w_y \cdot \text{Objective}_y +$$ + +### Shared Periodic Decisions: The Exception + +**Investment decisions (sizes) can be shared across all scenarios:** + +By default, sizes (e.g., Storage capacity, Thermal power, ...) are **scenario-independent** but **flow_rates are scenario-specific**. + +**Example - Flow with investment:** + +$$ +v_\text{invest}(y) = s_\text{invest}(y) \cdot \text{size}_\text{fixed} \quad \text{(one decision per period)} +$$ + +$$ +p(\text{t}_i, y, s) \leq v_\text{invest}(y) \cdot \text{rel}_\text{upper} \quad \forall s \in \mathcal{S} \quad \text{(same capacity for all scenarios)} +$$ + +**Interpretation:** +- "We decide once in period $y$ how much capacity to build" (periodic decision) +- "This capacity is then operated differently in each scenario $s$ within period $y$" (temporal decisions) +- "Periodic effects (investment) are incurred once per period, temporal effects (operational) are weighted across scenarios" + +This reflects real-world investment under uncertainty: you build capacity once (periodic/investment decision), but it operates under different conditions (temporal/operational decisions per scenario). + +**Mathematical Flexibility:** + +Variables can be either scenario-independent or scenario-specific: + +| Variable Type | Scenario-Independent | Scenario-Specific | +|---------------|---------------------|-------------------| +| **Sizes** (e.g., $\text{P}$) | $\text{P}(y)$ - Single value per period | $\text{P}(y, s)$ - Different per scenario | +| **Flow rates** (e.g., $p(\text{t}_i)$) | $p(\text{t}_i, y)$ - Same across scenarios | $p(\text{t}_i, y, s)$ - Different per scenario | + +**Use Cases:** + +*Investment problems (with InvestParameters):* +- **Sizes shared** (default): Investment under uncertainty - build capacity that performs well across all scenarios +- **Sizes vary**: Scenario-specific capacity planning where different investments can be made for each future +- **Selected sizes shared**: Mix of shared critical infrastructure and scenario-specific optional/flexible capacity + +*Dispatch problems (fixed sizes, no investments):* +- **Flow rates shared**: Robust dispatch - find a single operational strategy that works across all forecast scenarios (e.g., day-ahead unit commitment under demand/weather uncertainty) +- **Flow rates vary** (default): Scenario-adaptive dispatch - optimize operations for each scenario's specific conditions (demand, weather, prices) + +For implementation details on controlling scenario independence, see the [`FlowSystem`][flixopt.flow_system.FlowSystem] API reference. + +--- + +## Dimensional Impact on Objective Function + +The objective function aggregates effects across all dimensions with weights: + +### Time Only +$$ +\min \quad \sum_{\text{t}_i \in \mathcal{T}} \sum_{e \in \mathcal{E}} s_{e}(\text{t}_i) +$$ + +### Time + Scenario +$$ +\min \quad \sum_{s \in \mathcal{S}} w_s \cdot \left( \sum_{\text{t}_i \in \mathcal{T}} \sum_{e \in \mathcal{E}} s_{e}(\text{t}_i, s) \right) +$$ + +### Time + Period +$$ +\min \quad \sum_{y \in \mathcal{Y}} w_y \cdot \left( \sum_{\text{t}_i \in \mathcal{T}} \sum_{e \in \mathcal{E}} s_{e}(\text{t}_i, y) \right) +$$ + +### Time + Period + Scenario (Full Multi-Dimensional) +$$ +\min \quad \sum_{y \in \mathcal{Y}} \sum_{s \in \mathcal{S}} w_{y,s} \cdot \left( \sum_{\text{t}_i \in \mathcal{T}} \sum_{e \in \mathcal{E}} s_{e}(\text{t}_i, y, s) \right) +$$ + +Where: +- $\mathcal{T}$ is the set of time steps +- $\mathcal{E}$ is the set of effects +- $\mathcal{S}$ is the set of scenarios +- $\mathcal{Y}$ is the set of periods +- $s_{e}(\cdots)$ are the effect contributions (costs, emissions, etc.) +- $w_s, w_y, w_{y,s}$ are the dimension weights + +**See [Effects, Penalty & Objective](effects-penalty-objective.md) for complete formulations including:** +- How temporal and periodic effects expand with dimensions +- Detailed objective function for each dimensional case +- Periodic (investment) vs temporal (operational) effect handling + +--- + +## Weights + +Weights determine the relative importance of scenarios and periods in the objective function. + +**Specification:** + +```python +flow_system = fx.FlowSystem( + timesteps=timesteps, + periods=periods, + scenarios=scenarios, + weights=weights # Shape depends on dimensions +) +``` + +**Weight Dimensions:** + +| Dimensions Present | Weight Shape | Example | Meaning | +|-------------------|--------------|---------|---------| +| Time + Scenario | 1D array of length `n_scenarios` | `[0.3, 0.7]` | Scenario probabilities | +| Time + Period | 1D array of length `n_periods` | `[0.5, 0.3, 0.2]` | Period importance | +| Time + Period + Scenario | 2D array `(n_periods, n_scenarios)` | `[[0.25, 0.25], [0.25, 0.25]]` | Combined weights | + +**Default:** If not specified, all scenarios/periods have equal weight (normalized to sum to 1). + +**Normalization:** Set `normalize_weights=True` in `Calculation` to automatically normalize weights to sum to 1. + +--- + +## Summary Table + +| Dimension | Required? | Independence | Typical Use Case | +|-----------|-----------|--------------|------------------| +| **time** | ✅ Yes | Variables evolve over time via constraints (e.g., storage balance) | All optimization problems | +| **scenario** | ❌ No | Fully independent operations; shared investments within period | Uncertainty modeling, risk assessment | +| **period** | ❌ No | Fully independent; no coupling between periods | Multi-year planning, long-term investment | + +**Key Principle:** All constraints and formulations operate **within** each (period, scenario) combination independently. Only the objective function couples them via weighted aggregation. + +--- + +## See Also + +- [Effects, Penalty & Objective](effects-penalty-objective.md) - How dimensions affect the objective function +- [InvestParameters](features/InvestParameters.md) - Investment decisions across scenarios +- [FlowSystem API][flixopt.flow_system.FlowSystem] - Creating multi-dimensional systems diff --git a/docs/user-guide/mathematical-notation/effects-penalty-objective.md b/docs/user-guide/mathematical-notation/effects-penalty-objective.md new file mode 100644 index 000000000..0759ef5ee --- /dev/null +++ b/docs/user-guide/mathematical-notation/effects-penalty-objective.md @@ -0,0 +1,286 @@ +# Effects, Penalty & Objective + +## Effects + +[`Effects`][flixopt.effects.Effect] are used to quantify system-wide impacts like costs, emissions, or resource consumption. These arise from **shares** contributed by **Elements** such as [Flows](elements/Flow.md), [Storage](elements/Storage.md), and other components. + +**Example:** + +[`Flows`][flixopt.elements.Flow] have an attribute `effects_per_flow_hour` that defines the effect contribution per flow-hour: +- Costs (€/kWh) +- Emissions (kg CO₂/kWh) +- Primary energy consumption (kWh_primary/kWh) + +Effects are categorized into two domains: + +1. **Temporal effects** - Time-dependent contributions (e.g., operational costs, hourly emissions) +2. **Periodic effects** - Time-independent contributions (e.g., investment costs, fixed annual fees) + +### Multi-Dimensional Effects + +**The formulations below are written with time index $\text{t}_i$ only, but automatically expand when periods and/or scenarios are present.** + +When the FlowSystem has additional dimensions (see [Dimensions](dimensions.md)): + +- **Temporal effects** are indexed by all present dimensions: $E_{e,\text{temp}}(\text{t}_i, y, s)$ +- **Periodic effects** are indexed by period only (scenario-independent within a period): $E_{e,\text{per}}(y)$ +- Effects are aggregated with dimension weights in the objective function + +For complete details on how dimensions affect effects and the objective, see [Dimensions](dimensions.md). + +--- + +## Effect Formulation + +### Shares from Elements + +Each element $l$ contributes shares to effect $e$ in both temporal and periodic domains: + +**Periodic shares** (time-independent): +$$ \label{eq:Share_periodic} +s_{l \rightarrow e, \text{per}} = \sum_{v \in \mathcal{V}_{l, \text{per}}} v \cdot \text{a}_{v \rightarrow e} +$$ + +**Temporal shares** (time-dependent): +$$ \label{eq:Share_temporal} +s_{l \rightarrow e, \text{temp}}(\text{t}_i) = \sum_{v \in \mathcal{V}_{l,\text{temp}}} v(\text{t}_i) \cdot \text{a}_{v \rightarrow e}(\text{t}_i) +$$ + +Where: + +- $\text{t}_i$ is the time step +- $\mathcal{V}_l$ is the set of all optimization variables of element $l$ +- $\mathcal{V}_{l, \text{per}}$ is the subset of periodic (investment-related) variables +- $\mathcal{V}_{l, \text{temp}}$ is the subset of temporal (operational) variables +- $v$ is an optimization variable +- $v(\text{t}_i)$ is the variable value at timestep $\text{t}_i$ +- $\text{a}_{v \rightarrow e}$ is the effect factor (e.g., €/kW for investment, €/kWh for operation) +- $s_{l \rightarrow e, \text{per}}$ is the periodic share of element $l$ to effect $e$ +- $s_{l \rightarrow e, \text{temp}}(\text{t}_i)$ is the temporal share of element $l$ to effect $e$ + +**Examples:** +- **Periodic share**: Investment cost = $\text{size} \cdot \text{specific\_cost}$ (€/kW) +- **Temporal share**: Operational cost = $\text{flow\_rate}(\text{t}_i) \cdot \text{price}(\text{t}_i)$ (€/kWh) + +--- + +### Cross-Effect Contributions + +Effects can contribute shares to other effects, enabling relationships like carbon pricing or resource accounting. + +An effect $x$ can contribute to another effect $e \in \mathcal{E}\backslash x$ via conversion factors: + +**Example:** CO₂ emissions (kg) → Monetary costs (€) +- Effect $x$: "CO₂ emissions" (unit: kg) +- Effect $e$: "costs" (unit: €) +- Factor $\text{r}_{x \rightarrow e}$: CO₂ price (€/kg) + +**Note:** Circular references must be avoided. + +### Total Effect Calculation + +**Periodic effects** aggregate element shares and cross-effect contributions: + +$$ \label{eq:Effect_periodic} +E_{e, \text{per}} = +\sum_{l \in \mathcal{L}} s_{l \rightarrow e,\text{per}} + +\sum_{x \in \mathcal{E}\backslash e} E_{x, \text{per}} \cdot \text{r}_{x \rightarrow e,\text{per}} +$$ + +**Temporal effects** at each timestep: + +$$ \label{eq:Effect_temporal} +E_{e, \text{temp}}(\text{t}_{i}) = +\sum_{l \in \mathcal{L}} s_{l \rightarrow e, \text{temp}}(\text{t}_i) + +\sum_{x \in \mathcal{E}\backslash e} E_{x, \text{temp}}(\text{t}_i) \cdot \text{r}_{x \rightarrow {e},\text{temp}}(\text{t}_i) +$$ + +**Total temporal effects** (sum over all timesteps): + +$$\label{eq:Effect_temporal_total} +E_{e,\text{temp},\text{tot}} = \sum_{i=1}^n E_{e,\text{temp}}(\text{t}_{i}) +$$ + +**Total effect** (combining both domains): + +$$ \label{eq:Effect_Total} +E_{e} = E_{e,\text{per}} + E_{e,\text{temp},\text{tot}} +$$ + +Where: + +- $\mathcal{L}$ is the set of all elements in the FlowSystem +- $\mathcal{E}$ is the set of all effects +- $\text{r}_{x \rightarrow e, \text{per}}$ is the periodic conversion factor from effect $x$ to effect $e$ +- $\text{r}_{x \rightarrow e, \text{temp}}(\text{t}_i)$ is the temporal conversion factor + +--- + +### Constraining Effects + +Effects can be bounded to enforce limits on costs, emissions, or other impacts: + +**Total bounds** (apply to $E_{e,\text{per}}$, $E_{e,\text{temp},\text{tot}}$, or $E_e$): + +$$ \label{eq:Bounds_Total} +E^\text{L} \leq E \leq E^\text{U} +$$ + +**Temporal bounds per timestep:** + +$$ \label{eq:Bounds_Timestep} +E_{e,\text{temp}}^\text{L}(\text{t}_i) \leq E_{e,\text{temp}}(\text{t}_i) \leq E_{e,\text{temp}}^\text{U}(\text{t}_i) +$$ + +**Implementation:** See [`Effect`][flixopt.effects.Effect] parameters: +- `minimum_temporal`, `maximum_temporal` - Total temporal bounds +- `minimum_per_hour`, `maximum_per_hour` - Hourly temporal bounds +- `minimum_periodic`, `maximum_periodic` - Periodic bounds +- `minimum_total`, `maximum_total` - Combined total bounds + +--- + +## Penalty + +In addition to user-defined [Effects](#effects), every FlixOpt model includes a **Penalty** term $\Phi$ to: +- Prevent infeasible problems +- Simplify troubleshooting by allowing constraint violations with high cost + +Penalty shares originate from elements, similar to effect shares: + +$$ \label{eq:Penalty} +\Phi = \sum_{l \in \mathcal{L}} \left( s_{l \rightarrow \Phi} +\sum_{\text{t}_i \in \mathcal{T}} s_{l \rightarrow \Phi}(\text{t}_{i}) \right) +$$ + +Where: + +- $\mathcal{L}$ is the set of all elements +- $\mathcal{T}$ is the set of all timesteps +- $s_{l \rightarrow \Phi}$ is the penalty share from element $l$ + +**Current usage:** Penalties primarily occur in [Buses](elements/Bus.md) via the `excess_penalty_per_flow_hour` parameter, which allows nodal imbalances at a high cost. + +--- + +## Objective Function + +The optimization objective minimizes the chosen effect plus any penalties: + +$$ \label{eq:Objective} +\min \left( E_{\Omega} + \Phi \right) +$$ + +Where: + +- $E_{\Omega}$ is the chosen **objective effect** (see $\eqref{eq:Effect_Total}$) +- $\Phi$ is the [penalty](#penalty) term + +One effect must be designated as the objective via `is_objective=True`. + +### Multi-Criteria Optimization + +This formulation supports multiple optimization approaches: + +**1. Weighted Sum Method** +- The objective effect can incorporate other effects via cross-effect factors +- Example: Minimize costs while including carbon pricing: $\text{CO}_2 \rightarrow \text{costs}$ + +**2. ε-Constraint Method** +- Optimize one effect while constraining others +- Example: Minimize costs subject to $\text{CO}_2 \leq 1000$ kg + +--- + +## Objective with Multiple Dimensions + +When the FlowSystem includes **periods** and/or **scenarios** (see [Dimensions](dimensions.md)), the objective aggregates effects across all dimensions using weights. + +### Time Only (Base Case) + +$$ +\min \quad E_{\Omega} + \Phi = \sum_{\text{t}_i \in \mathcal{T}} E_{\Omega,\text{temp}}(\text{t}_i) + E_{\Omega,\text{per}} + \Phi +$$ + +Where: +- Temporal effects sum over time: $\sum_{\text{t}_i} E_{\Omega,\text{temp}}(\text{t}_i)$ +- Periodic effects are constant: $E_{\Omega,\text{per}}$ +- Penalty sums over time: $\Phi = \sum_{\text{t}_i} \Phi(\text{t}_i)$ + +--- + +### Time + Scenario + +$$ +\min \quad \sum_{s \in \mathcal{S}} w_s \cdot \left( E_{\Omega}(s) + \Phi(s) \right) +$$ + +Where: +- $\mathcal{S}$ is the set of scenarios +- $w_s$ is the weight for scenario $s$ (typically scenario probability) +- Periodic effects are **shared across scenarios**: $E_{\Omega,\text{per}}$ (same for all $s$) +- Temporal effects are **scenario-specific**: $E_{\Omega,\text{temp}}(s) = \sum_{\text{t}_i} E_{\Omega,\text{temp}}(\text{t}_i, s)$ +- Penalties are **scenario-specific**: $\Phi(s) = \sum_{\text{t}_i} \Phi(\text{t}_i, s)$ + +**Interpretation:** +- Investment decisions (periodic) made once, used across all scenarios +- Operations (temporal) differ by scenario +- Objective balances expected value across scenarios + +--- + +### Time + Period + +$$ +\min \quad \sum_{y \in \mathcal{Y}} w_y \cdot \left( E_{\Omega}(y) + \Phi(y) \right) +$$ + +Where: +- $\mathcal{Y}$ is the set of periods (e.g., years) +- $w_y$ is the weight for period $y$ (typically annual discount factor) +- Each period $y$ has **independent** periodic and temporal effects +- Each period $y$ has **independent** investment and operational decisions + +--- + +### Time + Period + Scenario (Full Multi-Dimensional) + +$$ +\min \quad \sum_{y \in \mathcal{Y}} \left[ w_y \cdot E_{\Omega,\text{per}}(y) + \sum_{s \in \mathcal{S}} w_{y,s} \cdot \left( E_{\Omega,\text{temp}}(y,s) + \Phi(y,s) \right) \right] +$$ + +Where: +- $\mathcal{S}$ is the set of scenarios +- $\mathcal{Y}$ is the set of periods +- $w_y$ is the period weight (for periodic effects) +- $w_{y,s}$ is the combined period-scenario weight (for temporal effects) +- **Periodic effects** $E_{\Omega,\text{per}}(y)$ are period-specific but **scenario-independent** +- **Temporal effects** $E_{\Omega,\text{temp}}(y,s) = \sum_{\text{t}_i} E_{\Omega,\text{temp}}(\text{t}_i, y, s)$ are **fully indexed** +- **Penalties** $\Phi(y,s)$ are **fully indexed** + +**Key Principle:** +- Scenarios and periods are **operationally independent** (no energy/resource exchange) +- Coupled **only through the weighted objective function** +- **Periodic effects within a period are shared across all scenarios** (investment made once per period) +- **Temporal effects are independent per scenario** (different operations under different conditions) + +--- + +## Summary + +| Concept | Formulation | Time Dependency | Dimension Indexing | +|---------|-------------|-----------------|-------------------| +| **Temporal share** | $s_{l \rightarrow e, \text{temp}}(\text{t}_i)$ | Time-dependent | $(t, y, s)$ when present | +| **Periodic share** | $s_{l \rightarrow e, \text{per}}$ | Time-independent | $(y)$ when periods present | +| **Total temporal effect** | $E_{e,\text{temp},\text{tot}} = \sum_{\text{t}_i} E_{e,\text{temp}}(\text{t}_i)$ | Sum over time | Depends on dimensions | +| **Total periodic effect** | $E_{e,\text{per}}$ | Constant | $(y)$ when periods present | +| **Total effect** | $E_e = E_{e,\text{per}} + E_{e,\text{temp},\text{tot}}$ | Combined | Depends on dimensions | +| **Objective** | $\min(E_{\Omega} + \Phi)$ | With weights when multi-dimensional | See formulations above | + +--- + +## See Also + +- [Dimensions](dimensions.md) - Complete explanation of multi-dimensional modeling +- [Flow](elements/Flow.md) - Temporal effect contributions via `effects_per_flow_hour` +- [InvestParameters](features/InvestParameters.md) - Periodic effect contributions via investment +- [Effect API][flixopt.effects.Effect] - Implementation details and parameters diff --git a/docs/user-guide/Mathematical Notation/Bus.md b/docs/user-guide/mathematical-notation/elements/Bus.md similarity index 78% rename from docs/user-guide/Mathematical Notation/Bus.md rename to docs/user-guide/mathematical-notation/elements/Bus.md index 6ba17eede..bfe57d234 100644 --- a/docs/user-guide/Mathematical Notation/Bus.md +++ b/docs/user-guide/mathematical-notation/elements/Bus.md @@ -31,3 +31,19 @@ With: - $\text{t}_i$ being the time step - $s_{b \rightarrow \Phi}(\text{t}_i)$ being the penalty term - $\text a_{b \rightarrow \Phi}(\text{t}_i)$ being the penalty coefficient (`excess_penalty_per_flow_hour`) + +--- + +## Implementation + +**Python Class:** [`Bus`][flixopt.elements.Bus] + +See the API documentation for implementation details and usage examples. + +--- + +## See Also + +- [Flow](../elements/Flow.md) - Definition of flow rates in the balance +- [Effects, Penalty & Objective](../effects-penalty-objective.md) - How penalties are included in the objective function +- [Modeling Patterns](../modeling-patterns/index.md) - Mathematical building blocks diff --git a/docs/user-guide/mathematical-notation/elements/Flow.md b/docs/user-guide/mathematical-notation/elements/Flow.md new file mode 100644 index 000000000..5914ba911 --- /dev/null +++ b/docs/user-guide/mathematical-notation/elements/Flow.md @@ -0,0 +1,64 @@ +# Flow + +The flow_rate is the main optimization variable of the Flow. It's limited by the size of the Flow and relative bounds \eqref{eq:flow_rate}. + +$$ \label{eq:flow_rate} + \text P \cdot \text p^{\text{L}}_{\text{rel}}(\text{t}_{i}) + \leq p(\text{t}_{i}) \leq + \text P \cdot \text p^{\text{U}}_{\text{rel}}(\text{t}_{i}) +$$ + +With: + +- $\text P$ being the size of the Flow +- $p(\text{t}_{i})$ being the flow-rate at time $\text{t}_{i}$ +- $\text p^{\text{L}}_{\text{rel}}(\text{t}_{i})$ being the relative lower bound (typically 0) +- $\text p^{\text{U}}_{\text{rel}}(\text{t}_{i})$ being the relative upper bound (typically 1) + +With $\text p^{\text{L}}_{\text{rel}}(\text{t}_{i}) = 0$ and $\text p^{\text{U}}_{\text{rel}}(\text{t}_{i}) = 1$, +equation \eqref{eq:flow_rate} simplifies to + +$$ + 0 \leq p(\text{t}_{i}) \leq \text P +$$ + + +This mathematical formulation can be extended by using [OnOffParameters](../features/OnOffParameters.md) +to define the on/off state of the Flow, or by using [InvestParameters](../features/InvestParameters.md) +to change the size of the Flow from a constant to an optimization variable. + +--- + +## Mathematical Patterns Used + +Flow formulation uses the following modeling patterns: + +- **[Scaled Bounds](../modeling-patterns/bounds-and-states.md#scaled-bounds)** - Basic flow rate bounds (equation $\eqref{eq:flow_rate}$) +- **[Scaled Bounds with State](../modeling-patterns/bounds-and-states.md#scaled-bounds-with-state)** - When combined with [OnOffParameters](../features/OnOffParameters.md) +- **[Bounds with State](../modeling-patterns/bounds-and-states.md#bounds-with-state)** - Investment decisions with [InvestParameters](../features/InvestParameters.md) + +--- + +## Implementation + +**Python Class:** [`Flow`][flixopt.elements.Flow] + +**Key Parameters:** +- `size`: Flow size $\text{P}$ (can be fixed or variable with InvestParameters) +- `relative_minimum`, `relative_maximum`: Relative bounds $\text{p}^{\text{L}}_{\text{rel}}, \text{p}^{\text{U}}_{\text{rel}}$ +- `effects_per_flow_hour`: Operational effects (costs, emissions, etc.) +- `invest_parameters`: Optional investment modeling (see [InvestParameters](../features/InvestParameters.md)) +- `on_off_parameters`: Optional on/off operation (see [OnOffParameters](../features/OnOffParameters.md)) + +See the [`Flow`][flixopt.elements.Flow] API documentation for complete parameter list and usage examples. + +--- + +## See Also + +- [OnOffParameters](../features/OnOffParameters.md) - Binary on/off operation +- [InvestParameters](../features/InvestParameters.md) - Variable flow sizing +- [Bus](../elements/Bus.md) - Flow balance constraints +- [LinearConverter](../elements/LinearConverter.md) - Flow ratio constraints +- [Storage](../elements/Storage.md) - Flow integration over time +- [Modeling Patterns](../modeling-patterns/index.md) - Mathematical building blocks diff --git a/docs/user-guide/mathematical-notation/elements/LinearConverter.md b/docs/user-guide/mathematical-notation/elements/LinearConverter.md new file mode 100644 index 000000000..b007aa7f5 --- /dev/null +++ b/docs/user-guide/mathematical-notation/elements/LinearConverter.md @@ -0,0 +1,50 @@ +[`LinearConverters`][flixopt.components.LinearConverter] define a ratio between incoming and outgoing [Flows](../elements/Flow.md). + +$$ \label{eq:Linear-Transformer-Ratio} + \sum_{f_{\text{in}} \in \mathcal F_{in}} \text a_{f_{\text{in}}}(\text{t}_i) \cdot p_{f_\text{in}}(\text{t}_i) = \sum_{f_{\text{out}} \in \mathcal F_{out}} \text b_{f_\text{out}}(\text{t}_i) \cdot p_{f_\text{out}}(\text{t}_i) +$$ + +With: + +- $\mathcal F_{in}$ and $\mathcal F_{out}$ being the set of all incoming and outgoing flows +- $p_{f_\text{in}}(\text{t}_i)$ and $p_{f_\text{out}}(\text{t}_i)$ being the flow-rate at time $\text{t}_i$ for flow $f_\text{in}$ and $f_\text{out}$, respectively +- $\text a_{f_\text{in}}(\text{t}_i)$ and $\text b_{f_\text{out}}(\text{t}_i)$ being the ratio of the flow-rate at time $\text{t}_i$ for flow $f_\text{in}$ and $f_\text{out}$, respectively + +With one incoming **Flow** and one outgoing **Flow**, this can be simplified to: + +$$ \label{eq:Linear-Transformer-Ratio-simple} + \text a(\text{t}_i) \cdot p_{f_\text{in}}(\text{t}_i) = p_{f_\text{out}}(\text{t}_i) +$$ + +where $\text a$ can be interpreted as the conversion efficiency of the **LinearConverter**. + +#### Piecewise Conversion factors +The conversion efficiency can be defined as a piecewise linear approximation. See [Piecewise](../features/Piecewise.md) for more details. + +--- + +## Implementation + +**Python Class:** [`LinearConverter`][flixopt.components.LinearConverter] + +**Specialized Linear Converters:** + +FlixOpt provides specialized linear converter classes for common applications: + +- **[`HeatPump`][flixopt.linear_converters.HeatPump]** - Coefficient of Performance (COP) based conversion +- **[`Power2Heat`][flixopt.linear_converters.Power2Heat]** - Electric heating with efficiency ≤ 1 +- **[`CHP`][flixopt.linear_converters.CHP]** - Combined heat and power generation +- **[`Boiler`][flixopt.linear_converters.Boiler]** - Fuel to heat conversion + +These classes handle the mathematical formulation automatically based on physical relationships. + +See the API documentation for implementation details and usage examples. + +--- + +## See Also + +- [Flow](../elements/Flow.md) - Definition of flow rates +- [Piecewise](../features/Piecewise.md) - Non-linear conversion efficiency modeling +- [InvestParameters](../features/InvestParameters.md) - Variable converter sizing +- [Modeling Patterns](../modeling-patterns/index.md) - Mathematical building blocks diff --git a/docs/user-guide/Mathematical Notation/Storage.md b/docs/user-guide/mathematical-notation/elements/Storage.md similarity index 52% rename from docs/user-guide/Mathematical Notation/Storage.md rename to docs/user-guide/mathematical-notation/elements/Storage.md index 63f01d198..cd7046592 100644 --- a/docs/user-guide/Mathematical Notation/Storage.md +++ b/docs/user-guide/mathematical-notation/elements/Storage.md @@ -1,5 +1,5 @@ # Storages -**Storages** have one incoming and one outgoing **[Flow](Flow.md)** with a charging and discharging efficiency. +**Storages** have one incoming and one outgoing **[Flow](../elements/Flow.md)** with a charging and discharging efficiency. A storage has a state of charge $c(\text{t}_i)$ which is limited by its `size` $\text C$ and relative bounds $\eqref{eq:Storage_Bounds}$. $$ \label{eq:Storage_Bounds} @@ -25,9 +25,9 @@ $ \dot{ \text c}_\text{rel, loss}(\text{t}_i)$ expresses the "loss fraction per $$ \begin{align*} - c(\text{t}_{i+1}) &= c(\text{t}_{i}) \cdot (1-\dot{\text{c}}_\text{rel,loss}(\text{t}_i) \cdot \Delta \text{t}_{i}) \\ + c(\text{t}_{i+1}) &= c(\text{t}_{i}) \cdot (1-\dot{\text{c}}_\text{rel,loss}(\text{t}_i))^{\Delta \text{t}_{i}} \\ &\quad + p_{f_\text{in}}(\text{t}_i) \cdot \Delta \text{t}_i \cdot \eta_\text{in}(\text{t}_i) \\ - &\quad - \frac{p_{f_\text{out}}(\text{t}_i) \cdot \Delta \text{t}_i}{\eta_\text{out}(\text{t}_i)} + &\quad - p_{f_\text{out}}(\text{t}_i) \cdot \Delta \text{t}_i \cdot \eta_\text{out}(\text{t}_i) \tag{3} \end{align*} $$ @@ -42,3 +42,38 @@ Where: - $\eta_\text{in}(\text{t}_i)$ is the charging efficiency at time $\text{t}_i$ - $p_{f_\text{out}}(\text{t}_i)$ is the output flow rate at time $\text{t}_i$ - $\eta_\text{out}(\text{t}_i)$ is the discharging efficiency at time $\text{t}_i$ + +--- + +## Mathematical Patterns Used + +Storage formulation uses the following modeling patterns: + +- **[Basic Bounds](../modeling-patterns/bounds-and-states.md#basic-bounds)** - For charge state bounds (equation $\eqref{eq:Storage_Bounds}$) +- **[Scaled Bounds](../modeling-patterns/bounds-and-states.md#scaled-bounds)** - For flow rate bounds relative to storage size + +When combined with investment parameters, storage can use: +- **[Bounds with State](../modeling-patterns/bounds-and-states.md#bounds-with-state)** - Investment decisions (see [InvestParameters](../features/InvestParameters.md)) + +--- + +## Implementation + +**Python Class:** [`Storage`][flixopt.components.Storage] + +**Key Parameters:** +- `capacity_in_flow_hours`: Storage capacity $\text{C}$ +- `relative_loss_per_hour`: Self-discharge rate $\dot{\text{c}}_\text{rel,loss}$ +- `initial_charge_state`: Initial charge $c(\text{t}_0)$ +- `minimal_final_charge_state`, `maximal_final_charge_state`: Final charge bounds $c(\text{t}_\text{end})$ (optional) +- `eta_charge`, `eta_discharge`: Charging/discharging efficiencies $\eta_\text{in}, \eta_\text{out}$ + +See the [`Storage`][flixopt.components.Storage] API documentation for complete parameter list and usage examples. + +--- + +## See Also + +- [Flow](../elements/Flow.md) - Input and output flow definitions +- [InvestParameters](../features/InvestParameters.md) - Variable storage sizing +- [Modeling Patterns](../modeling-patterns/index.md) - Mathematical building blocks diff --git a/docs/user-guide/mathematical-notation/features/InvestParameters.md b/docs/user-guide/mathematical-notation/features/InvestParameters.md new file mode 100644 index 000000000..14fe02c79 --- /dev/null +++ b/docs/user-guide/mathematical-notation/features/InvestParameters.md @@ -0,0 +1,302 @@ +# InvestParameters + +[`InvestParameters`][flixopt.interface.InvestParameters] model investment decisions in optimization problems, enabling both binary (invest/don't invest) and continuous sizing choices with comprehensive cost modeling. + +## Investment Decision Types + +FlixOpt supports two main types of investment decisions: + +### Binary Investment + +Fixed-size investment creating a yes/no decision (e.g., install a 100 kW generator): + +$$\label{eq:invest_binary} +v_\text{invest} = s_\text{invest} \cdot \text{size}_\text{fixed} +$$ + +With: +- $v_\text{invest}$ being the resulting investment size +- $s_\text{invest} \in \{0, 1\}$ being the binary investment decision +- $\text{size}_\text{fixed}$ being the predefined component size + +**Behavior:** +- $s_\text{invest} = 0$: no investment ($v_\text{invest} = 0$) +- $s_\text{invest} = 1$: invest at fixed size ($v_\text{invest} = \text{size}_\text{fixed}$) + +--- + +### Continuous Sizing + +Variable-size investment with bounds (e.g., battery capacity from 10-1000 kWh): + +$$\label{eq:invest_continuous} +s_\text{invest} \cdot \text{size}_\text{min} \leq v_\text{invest} \leq s_\text{invest} \cdot \text{size}_\text{max} +$$ + +With: +- $v_\text{invest}$ being the investment size variable (continuous) +- $s_\text{invest} \in \{0, 1\}$ being the binary investment decision +- $\text{size}_\text{min}$ being the minimum investment size (if investing) +- $\text{size}_\text{max}$ being the maximum investment size + +**Behavior:** +- $s_\text{invest} = 0$: no investment ($v_\text{invest} = 0$) +- $s_\text{invest} = 1$: invest with size in $[\text{size}_\text{min}, \text{size}_\text{max}]$ + +This uses the **bounds with state** pattern described in [Bounds and States](../modeling-patterns/bounds-and-states.md#bounds-with-state). + +--- + +### Optional vs. Mandatory Investment + +The `mandatory` parameter controls whether investment is required: + +**Optional Investment** (`mandatory=False`, default): +$$\label{eq:invest_optional} +s_\text{invest} \in \{0, 1\} +$$ + +The optimization can freely choose to invest or not. + +**Mandatory Investment** (`mandatory=True`): +$$\label{eq:invest_mandatory} +s_\text{invest} = 1 +$$ + +The investment must occur (useful for mandatory upgrades or replacements). + +--- + +## Effect Modeling + +Investment effects (costs, emissions, etc.) are modeled using three components: + +### Fixed Effects + +One-time effects incurred if investment is made, independent of size: + +$$\label{eq:invest_fixed_effects} +E_{e,\text{fix}} = s_\text{invest} \cdot \text{fix}_e +$$ + +With: +- $E_{e,\text{fix}}$ being the fixed contribution to effect $e$ +- $\text{fix}_e$ being the fixed effect value (e.g., fixed installation cost) + +**Examples:** +- Fixed installation costs (permits, grid connection) +- One-time environmental impacts (land preparation) +- Fixed labor or administrative costs + +--- + +### Specific Effects + +Effects proportional to investment size (per-unit costs): + +$$\label{eq:invest_specific_effects} +E_{e,\text{spec}} = v_\text{invest} \cdot \text{spec}_e +$$ + +With: +- $E_{e,\text{spec}}$ being the size-dependent contribution to effect $e$ +- $\text{spec}_e$ being the specific effect value per unit size (e.g., €/kW) + +**Examples:** +- Equipment costs (€/kW) +- Material requirements (kg steel/kW) +- Recurring costs (€/kW/year maintenance) + +--- + +### Piecewise Effects + +Non-linear effect relationships using piecewise linear approximations: + +$$\label{eq:invest_piecewise_effects} +E_{e,\text{pw}} = \sum_{k=1}^{K} \lambda_k \cdot r_{e,k} +$$ + +Subject to: +$$ +v_\text{invest} = \sum_{k=1}^{K} \lambda_k \cdot v_k +$$ + +With: +- $E_{e,\text{pw}}$ being the piecewise contribution to effect $e$ +- $\lambda_k$ being the piecewise lambda variables (see [Piecewise](../features/Piecewise.md)) +- $r_{e,k}$ being the effect rate at piece $k$ +- $v_k$ being the size points defining the pieces + +**Use cases:** +- Economies of scale (bulk discounts) +- Technology learning curves +- Threshold effects (capacity tiers with different costs) + +See [Piecewise](../features/Piecewise.md) for detailed mathematical formulation. + +--- + +### Retirement Effects + +Effects incurred if investment is NOT made (when retiring/not replacing existing equipment): + +$$\label{eq:invest_retirement_effects} +E_{e,\text{retirement}} = (1 - s_\text{invest}) \cdot \text{retirement}_e +$$ + +With: +- $E_{e,\text{retirement}}$ being the retirement contribution to effect $e$ +- $\text{retirement}_e$ being the retirement effect value + +**Behavior:** +- $s_\text{invest} = 0$: retirement effects are incurred +- $s_\text{invest} = 1$: no retirement effects + +**Examples:** +- Demolition or disposal costs +- Decommissioning expenses +- Contractual penalties for not investing +- Opportunity costs or lost revenues + +--- + +### Total Investment Effects + +The total contribution to effect $e$ from an investment is: + +$$\label{eq:invest_total_effects} +E_{e,\text{invest}} = E_{e,\text{fix}} + E_{e,\text{spec}} + E_{e,\text{pw}} + E_{e,\text{retirement}} +$$ + +Effects integrate into the overall system effects as described in [Effects, Penalty & Objective](../effects-penalty-objective.md). + +--- + +## Integration with Components + +Investment parameters modify component sizing: + +### Without Investment +Component size is a fixed parameter: +$$ +\text{size} = \text{size}_\text{nominal} +$$ + +### With Investment +Component size becomes a variable: +$$ +\text{size} = v_\text{invest} +$$ + +This size variable then appears in component constraints. For example, flow rate bounds become: + +$$ +v_\text{invest} \cdot \text{rel}_\text{lower} \leq p(t) \leq v_\text{invest} \cdot \text{rel}_\text{upper} +$$ + +Using the **scaled bounds** pattern from [Bounds and States](../modeling-patterns/bounds-and-states.md#scaled-bounds). + +--- + +## Cost Annualization + +**Important:** All investment cost values must be properly weighted to match the optimization model's time horizon. + +For long-term investments, costs should be annualized: + +$$\label{eq:annualization} +\text{cost}_\text{annual} = \frac{\text{cost}_\text{capital} \cdot r}{1 - (1 + r)^{-n}} +$$ + +With: +- $\text{cost}_\text{capital}$ being the upfront investment cost +- $r$ being the discount rate +- $n$ being the equipment lifetime in years + +**Example:** €1,000,000 equipment with 20-year life and 5% discount rate +$$ +\text{cost}_\text{annual} = \frac{1{,}000{,}000 \cdot 0.05}{1 - (1.05)^{-20}} \approx €80{,}243/\text{year} +$$ + +--- + +## Implementation + +**Python Class:** [`InvestParameters`][flixopt.interface.InvestParameters] + +**Key Parameters:** +- `fixed_size`: For binary investments (mutually exclusive with continuous sizing) +- `minimum_size`, `maximum_size`: For continuous sizing +- `mandatory`: Whether investment is required (default: `False`) +- `effects_of_investment`: Fixed effects incurred when investing (replaces deprecated `fix_effects`) +- `effects_of_investment_per_size`: Per-unit effects proportional to size (replaces deprecated `specific_effects`) +- `piecewise_effects_of_investment`: Non-linear effect modeling (replaces deprecated `piecewise_effects`) +- `effects_of_retirement`: Effects for not investing (replaces deprecated `divest_effects`) + +See the [`InvestParameters`][flixopt.interface.InvestParameters] API documentation for complete parameter list and usage examples. + +**Used in:** +- [`Flow`][flixopt.elements.Flow] - Flexible capacity decisions +- [`Storage`][flixopt.components.Storage] - Storage sizing optimization +- [`LinearConverter`][flixopt.components.LinearConverter] - Converter capacity planning +- All components supporting investment decisions + +--- + +## Examples + +### Binary Investment (Solar Panels) +```python +solar_investment = InvestParameters( + fixed_size=100, # 100 kW system + mandatory=False, # Optional investment (default) + effects_of_investment={'cost': 25000}, # Installation costs + effects_of_investment_per_size={'cost': 1200}, # €1200/kW +) +``` + +### Continuous Sizing (Battery) +```python +battery_investment = InvestParameters( + minimum_size=10, # kWh + maximum_size=1000, + mandatory=False, # Optional investment (default) + effects_of_investment={'cost': 5000}, # Grid connection + effects_of_investment_per_size={'cost': 600}, # €600/kWh +) +``` + +### With Retirement Costs (Replacement) +```python +boiler_replacement = InvestParameters( + minimum_size=50, # kW + maximum_size=200, + mandatory=False, # Optional investment (default) + effects_of_investment={'cost': 15000}, + effects_of_investment_per_size={'cost': 400}, + effects_of_retirement={'cost': 8000}, # Demolition if not replaced +) +``` + +### Economies of Scale (Piecewise) +```python +battery_investment = InvestParameters( + minimum_size=10, + maximum_size=1000, + piecewise_effects_of_investment=PiecewiseEffects( + piecewise_origin=Piecewise([ + Piece(0, 100), # Small + Piece(100, 500), # Medium + Piece(500, 1000), # Large + ]), + piecewise_shares={ + 'cost': Piecewise([ + Piece(800, 750), # €800-750/kWh + Piece(750, 600), # €750-600/kWh + Piece(600, 500), # €600-500/kWh (bulk discount) + ]) + }, + ), +) +``` diff --git a/docs/user-guide/mathematical-notation/features/OnOffParameters.md b/docs/user-guide/mathematical-notation/features/OnOffParameters.md new file mode 100644 index 000000000..4ec6a9726 --- /dev/null +++ b/docs/user-guide/mathematical-notation/features/OnOffParameters.md @@ -0,0 +1,307 @@ +# OnOffParameters + +[`OnOffParameters`][flixopt.interface.OnOffParameters] model equipment that operates in discrete on/off states rather than continuous operation. This captures realistic operational constraints including startup costs, minimum run times, cycling limitations, and maintenance scheduling. + +## Binary State Variable + +Equipment operation is modeled using a binary state variable: + +$$\label{eq:onoff_state} +s(t) \in \{0, 1\} \quad \forall t +$$ + +With: +- $s(t) = 1$: equipment is operating (on state) +- $s(t) = 0$: equipment is shutdown (off state) + +This state variable controls the equipment's operational constraints and modifies flow bounds using the **bounds with state** pattern from [Bounds and States](../modeling-patterns/bounds-and-states.md#bounds-with-state). + +--- + +## State Transitions and Switching + +State transitions are tracked using switch variables (see [State Transitions](../modeling-patterns/state-transitions.md#binary-state-transitions)): + +$$\label{eq:onoff_transitions} +s^\text{on}(t) - s^\text{off}(t) = s(t) - s(t-1) \quad \forall t > 0 +$$ + +$$\label{eq:onoff_switch_exclusivity} +s^\text{on}(t) + s^\text{off}(t) \leq 1 \quad \forall t +$$ + +With: +- $s^\text{on}(t) \in \{0, 1\}$: equals 1 when switching from off to on (startup) +- $s^\text{off}(t) \in \{0, 1\}$: equals 1 when switching from on to off (shutdown) + +**Behavior:** +- Off → On: $s^\text{on}(t) = 1, s^\text{off}(t) = 0$ +- On → Off: $s^\text{on}(t) = 0, s^\text{off}(t) = 1$ +- No change: $s^\text{on}(t) = 0, s^\text{off}(t) = 0$ + +--- + +## Effects and Costs + +### Switching Effects + +Effects incurred when equipment starts up: + +$$\label{eq:onoff_switch_effects} +E_{e,\text{switch}} = \sum_{t} s^\text{on}(t) \cdot \text{effect}_{e,\text{switch}} +$$ + +With: +- $\text{effect}_{e,\text{switch}}$ being the effect value per startup event + +**Examples:** +- Startup fuel consumption +- Wear and tear costs +- Labor costs for startup procedures +- Inrush power demands + +--- + +### Running Effects + +Effects incurred while equipment is operating: + +$$\label{eq:onoff_running_effects} +E_{e,\text{run}} = \sum_{t} s(t) \cdot \Delta t \cdot \text{effect}_{e,\text{run}} +$$ + +With: +- $\text{effect}_{e,\text{run}}$ being the effect rate per operating hour +- $\Delta t$ being the time step duration + +**Examples:** +- Fixed operating and maintenance costs +- Auxiliary power consumption +- Consumable materials +- Emissions while running + +--- + +## Operating Hour Constraints + +### Total Operating Hours + +Bounds on total operating time across the planning horizon: + +$$\label{eq:onoff_total_hours} +h_\text{min} \leq \sum_{t} s(t) \cdot \Delta t \leq h_\text{max} +$$ + +With: +- $h_\text{min}$ being the minimum total operating hours +- $h_\text{max}$ being the maximum total operating hours + +**Use cases:** +- Minimum runtime requirements (contracts, maintenance) +- Maximum runtime limits (fuel availability, permits, equipment life) + +--- + +### Consecutive Operating Hours + +**Minimum Consecutive On-Time:** + +Enforces minimum runtime once started using duration tracking (see [Duration Tracking](../modeling-patterns/duration-tracking.md#minimum-duration-constraints)): + +$$\label{eq:onoff_min_on_duration} +d^\text{on}(t) \geq (s(t-1) - s(t)) \cdot h^\text{on}_\text{min} \quad \forall t > 0 +$$ + +With: +- $d^\text{on}(t)$ being the consecutive on-time duration at time $t$ +- $h^\text{on}_\text{min}$ being the minimum required on-time + +**Behavior:** +- When shutting down at time $t$: enforces equipment was on for at least $h^\text{on}_\text{min}$ prior to the switch +- Prevents short cycling and frequent startups + +**Maximum Consecutive On-Time:** + +Limits continuous operation before requiring shutdown: + +$$\label{eq:onoff_max_on_duration} +d^\text{on}(t) \leq h^\text{on}_\text{max} \quad \forall t +$$ + +**Use cases:** +- Mandatory maintenance intervals +- Process batch time limits +- Thermal cycling requirements + +--- + +### Consecutive Shutdown Hours + +**Minimum Consecutive Off-Time:** + +Enforces minimum shutdown duration before restarting: + +$$\label{eq:onoff_min_off_duration} +d^\text{off}(t) \geq (s(t) - s(t-1)) \cdot h^\text{off}_\text{min} \quad \forall t > 0 +$$ + +With: +- $d^\text{off}(t)$ being the consecutive off-time duration at time $t$ +- $h^\text{off}_\text{min}$ being the minimum required off-time + +**Use cases:** +- Cooling periods +- Maintenance requirements +- Process stabilization + +**Maximum Consecutive Off-Time:** + +Limits shutdown duration before mandatory restart: + +$$\label{eq:onoff_max_off_duration} +d^\text{off}(t) \leq h^\text{off}_\text{max} \quad \forall t +$$ + +**Use cases:** +- Equipment preservation requirements +- Process stability needs +- Contractual minimum activity levels + +--- + +## Cycling Limits + +Maximum number of startups across the planning horizon: + +$$\label{eq:onoff_max_switches} +\sum_{t} s^\text{on}(t) \leq n_\text{max} +$$ + +With: +- $n_\text{max}$ being the maximum allowed number of startups + +**Use cases:** +- Preventing excessive equipment wear +- Grid stability requirements +- Operational complexity limits +- Maintenance budget constraints + +--- + +## Integration with Flow Bounds + +OnOffParameters modify flow rate bounds by coupling them to the on/off state. + +**Without OnOffParameters** (continuous operation): +$$ +P \cdot \text{rel}_\text{lower} \leq p(t) \leq P \cdot \text{rel}_\text{upper} +$$ + +**With OnOffParameters** (binary operation): +$$ +s(t) \cdot P \cdot \max(\varepsilon, \text{rel}_\text{lower}) \leq p(t) \leq s(t) \cdot P \cdot \text{rel}_\text{upper} +$$ + +Using the **bounds with state** pattern from [Bounds and States](../modeling-patterns/bounds-and-states.md#bounds-with-state). + +**Behavior:** +- When $s(t) = 0$: flow is forced to zero +- When $s(t) = 1$: flow follows normal bounds + +--- + +## Complete Formulation Summary + +For equipment with OnOffParameters, the complete constraint system includes: + +1. **State variable:** $s(t) \in \{0, 1\}$ +2. **Switch tracking:** $s^\text{on}(t) - s^\text{off}(t) = s(t) - s(t-1)$ +3. **Switch exclusivity:** $s^\text{on}(t) + s^\text{off}(t) \leq 1$ +4. **Duration tracking:** + - On-duration: $d^\text{on}(t)$ following duration tracking pattern + - Off-duration: $d^\text{off}(t)$ following duration tracking pattern +5. **Minimum on-time:** $d^\text{on}(t) \geq (s(t-1) - s(t)) \cdot h^\text{on}_\text{min}$ +6. **Maximum on-time:** $d^\text{on}(t) \leq h^\text{on}_\text{max}$ +7. **Minimum off-time:** $d^\text{off}(t) \geq (s(t) - s(t-1)) \cdot h^\text{off}_\text{min}$ +8. **Maximum off-time:** $d^\text{off}(t) \leq h^\text{off}_\text{max}$ +9. **Total hours:** $h_\text{min} \leq \sum_t s(t) \cdot \Delta t \leq h_\text{max}$ +10. **Cycling limit:** $\sum_t s^\text{on}(t) \leq n_\text{max}$ +11. **Flow bounds:** $s(t) \cdot P \cdot \text{rel}_\text{lower} \leq p(t) \leq s(t) \cdot P \cdot \text{rel}_\text{upper}$ + +--- + +## Implementation + +**Python Class:** [`OnOffParameters`][flixopt.interface.OnOffParameters] + +**Key Parameters:** +- `effects_per_switch_on`: Costs per startup event +- `effects_per_running_hour`: Costs per hour of operation +- `on_hours_total_min`, `on_hours_total_max`: Total runtime bounds +- `consecutive_on_hours_min`, `consecutive_on_hours_max`: Consecutive runtime bounds +- `consecutive_off_hours_min`, `consecutive_off_hours_max`: Consecutive shutdown bounds +- `switch_on_total_max`: Maximum number of startups +- `force_switch_on`: Create switch variables even without limits (for tracking) + +See the [`OnOffParameters`][flixopt.interface.OnOffParameters] API documentation for complete parameter list and usage examples. + +**Mathematical Patterns Used:** +- [State Transitions](../modeling-patterns/state-transitions.md#binary-state-transitions) - Switch tracking +- [Duration Tracking](../modeling-patterns/duration-tracking.md) - Consecutive time constraints +- [Bounds with State](../modeling-patterns/bounds-and-states.md#bounds-with-state) - Flow control + +**Used in:** +- [`Flow`][flixopt.elements.Flow] - On/off operation for flows +- All components supporting discrete operational states + +--- + +## Examples + +### Power Plant with Startup Costs +```python +power_plant = OnOffParameters( + effects_per_switch_on={'startup_cost': 25000}, # €25k per startup + effects_per_running_hour={'fixed_om': 125}, # €125/hour while running + consecutive_on_hours_min=8, # Minimum 8-hour run + consecutive_off_hours_min=4, # 4-hour cooling period + on_hours_total_max=6000, # Annual limit +) +``` + +### Batch Process with Cycling Limits +```python +batch_reactor = OnOffParameters( + effects_per_switch_on={'setup_cost': 1500}, + consecutive_on_hours_min=12, # 12-hour minimum batch + consecutive_on_hours_max=24, # 24-hour maximum batch + consecutive_off_hours_min=6, # Cleaning time + switch_on_total_max=200, # Max 200 batches +) +``` + +### HVAC with Cycle Prevention +```python +hvac = OnOffParameters( + effects_per_switch_on={'compressor_wear': 0.5}, + consecutive_on_hours_min=1, # Prevent short cycling + consecutive_off_hours_min=0.5, # 30-min minimum off + switch_on_total_max=2000, # Limit compressor starts +) +``` + +### Backup Generator with Testing Requirements +```python +backup_gen = OnOffParameters( + effects_per_switch_on={'fuel_priming': 50}, # L diesel + consecutive_on_hours_min=0.5, # 30-min test duration + consecutive_off_hours_max=720, # Test every 30 days + on_hours_total_min=26, # Weekly testing requirement +) +``` + +--- + +## Notes + +**Time Series Boundary:** The final time period constraints for consecutive_on_hours_min/max and consecutive_off_hours_min/max are not enforced at the end of the planning horizon. This allows optimization to end with ongoing campaigns that may be shorter/longer than specified, as they extend beyond the modeled period. diff --git a/docs/user-guide/Mathematical Notation/Piecewise.md b/docs/user-guide/mathematical-notation/features/Piecewise.md similarity index 100% rename from docs/user-guide/Mathematical Notation/Piecewise.md rename to docs/user-guide/mathematical-notation/features/Piecewise.md diff --git a/docs/user-guide/mathematical-notation/index.md b/docs/user-guide/mathematical-notation/index.md new file mode 100644 index 000000000..27e7b7e9a --- /dev/null +++ b/docs/user-guide/mathematical-notation/index.md @@ -0,0 +1,123 @@ + +# Mathematical Notation + +This section provides the **mathematical formulations** underlying FlixOpt's optimization models. It is intended as **reference documentation** for users who want to understand the mathematical details behind the high-level FlixOpt API described in the [FlixOpt Concepts](../core-concepts.md) guide. + +**For typical usage**, refer to the [FlixOpt Concepts](../core-concepts.md) guide, [Examples](../../examples/index.md), and [API Reference](../../api-reference/index.md) - you don't need to understand these mathematical formulations to use FlixOpt effectively. + +--- + +## Naming Conventions + +FlixOpt uses the following naming conventions: + +- All optimization variables are denoted by italic letters (e.g., $x$, $y$, $z$) +- All parameters and constants are denoted by non italic small letters (e.g., $\text{a}$, $\text{b}$, $\text{c}$) +- All Sets are denoted by greek capital letters (e.g., $\mathcal{F}$, $\mathcal{E}$) +- All units of a set are denoted by greek small letters (e.g., $\mathcal{f}$, $\mathcal{e}$) +- The letter $i$ is used to denote an index (e.g., $i=1,\dots,\text n$) +- All time steps are denoted by the letter $\text{t}$ (e.g., $\text{t}_0$, $\text{t}_1$, $\text{t}_i$) + +## Dimensions and Time Steps + +FlixOpt supports multi-dimensional optimization with up to three dimensions: **time** (mandatory), **period** (optional), and **scenario** (optional). + +**All mathematical formulations in this documentation are independent of whether periods or scenarios are present.** The equations shown are written with time index $\text{t}_i$ only, but automatically expand to additional dimensions when periods/scenarios are added. + +For complete details on dimensions, their relationships, and influence on formulations, see **[Dimensions](dimensions.md)**. + +### Time Steps + +Time steps are defined as a sequence of discrete time steps $\text{t}_i \in \mathcal{T} \quad \text{for} \quad i \in \{1, 2, \dots, \text{n}\}$ (left-aligned in its timespan). +From this sequence, the corresponding time intervals $\Delta \text{t}_i \in \Delta \mathcal{T}$ are derived as + +$$\Delta \text{t}_i = \text{t}_{i+1} - \text{t}_i \quad \text{for} \quad i \in \{1, 2, \dots, \text{n}-1\}$$ + +The final time interval $\Delta \text{t}_\text n$ defaults to $\Delta \text{t}_\text n = \Delta \text{t}_{\text n-1}$, but is of course customizable. +Non-equidistant time steps are also supported. + +--- + +## Documentation Structure + +This reference is organized to match the FlixOpt API structure: + +### Elements +Mathematical formulations for core FlixOpt elements (corresponding to [`flixopt.elements`][flixopt.elements]): + +- [Flow](elements/Flow.md) - Flow rate constraints and bounds +- [Bus](elements/Bus.md) - Nodal balance equations +- [Storage](elements/Storage.md) - Storage balance and charge state evolution +- [LinearConverter](elements/LinearConverter.md) - Linear conversion relationships + +**User API:** When you create a `Flow`, `Bus`, `Storage`, or `LinearConverter` in your FlixOpt model, these mathematical formulations are automatically applied. + +### Features +Mathematical formulations for optional features (corresponding to parameters in FlixOpt classes): + +- [InvestParameters](features/InvestParameters.md) - Investment decision modeling +- [OnOffParameters](features/OnOffParameters.md) - Binary on/off operation +- [Piecewise](features/Piecewise.md) - Piecewise linear approximations + +**User API:** When you pass `invest_parameters` or `on_off_parameters` to a `Flow` or component, these formulations are applied. + +### System-Level +- [Effects, Penalty & Objective](effects-penalty-objective.md) - Cost allocation and objective function + +**User API:** When you create [`Effect`][flixopt.effects.Effect] objects and set `effects_per_flow_hour`, these formulations govern how costs are calculated. + +### Modeling Patterns (Advanced) +**Internal implementation details** - These low-level patterns are used internally by Elements and Features. They are documented here for: + +- Developers extending FlixOpt +- Advanced users debugging models or understanding solver behavior +- Researchers comparing mathematical formulations + +**Normal users do not need to read this section** - the patterns are automatically applied when you use Elements and Features: + +- [Bounds and States](modeling-patterns/bounds-and-states.md) - Variable bounding patterns +- [Duration Tracking](modeling-patterns/duration-tracking.md) - Consecutive time period tracking +- [State Transitions](modeling-patterns/state-transitions.md) - State change modeling + +--- + +## Quick Reference + +### Components Cross-Reference + +| Concept | Documentation | Python Class | +|---------|---------------|--------------| +| **Flow rate bounds** | [Flow](elements/Flow.md) | [`Flow`][flixopt.elements.Flow] | +| **Bus balance** | [Bus](elements/Bus.md) | [`Bus`][flixopt.elements.Bus] | +| **Storage balance** | [Storage](elements/Storage.md) | [`Storage`][flixopt.components.Storage] | +| **Linear conversion** | [LinearConverter](elements/LinearConverter.md) | [`LinearConverter`][flixopt.components.LinearConverter] | + +### Features Cross-Reference + +| Concept | Documentation | Python Class | +|---------|---------------|--------------| +| **Binary investment** | [InvestParameters](features/InvestParameters.md) | [`InvestParameters`][flixopt.interface.InvestParameters] | +| **On/off operation** | [OnOffParameters](features/OnOffParameters.md) | [`OnOffParameters`][flixopt.interface.OnOffParameters] | +| **Piecewise segments** | [Piecewise](features/Piecewise.md) | [`Piecewise`][flixopt.interface.Piecewise] | + +### Modeling Patterns Cross-Reference + +| Pattern | Documentation | Implementation | +|---------|---------------|----------------| +| **Basic bounds** | [bounds-and-states](modeling-patterns/bounds-and-states.md#basic-bounds) | [`BoundingPatterns.basic_bounds()`][flixopt.modeling.BoundingPatterns.basic_bounds] | +| **Bounds with state** | [bounds-and-states](modeling-patterns/bounds-and-states.md#bounds-with-state) | [`BoundingPatterns.bounds_with_state()`][flixopt.modeling.BoundingPatterns.bounds_with_state] | +| **Scaled bounds** | [bounds-and-states](modeling-patterns/bounds-and-states.md#scaled-bounds) | [`BoundingPatterns.scaled_bounds()`][flixopt.modeling.BoundingPatterns.scaled_bounds] | +| **Duration tracking** | [duration-tracking](modeling-patterns/duration-tracking.md) | [`ModelingPrimitives.consecutive_duration_tracking()`][flixopt.modeling.ModelingPrimitives.consecutive_duration_tracking] | +| **State transitions** | [state-transitions](modeling-patterns/state-transitions.md) | [`BoundingPatterns.state_transition_bounds()`][flixopt.modeling.BoundingPatterns.state_transition_bounds] | + +### Python Class Lookup + +| Class | Documentation | API Reference | +|-------|---------------|---------------| +| `Flow` | [Flow](elements/Flow.md) | [`Flow`][flixopt.elements.Flow] | +| `Bus` | [Bus](elements/Bus.md) | [`Bus`][flixopt.elements.Bus] | +| `Storage` | [Storage](elements/Storage.md) | [`Storage`][flixopt.components.Storage] | +| `LinearConverter` | [LinearConverter](elements/LinearConverter.md) | [`LinearConverter`][flixopt.components.LinearConverter] | +| `InvestParameters` | [InvestParameters](features/InvestParameters.md) | [`InvestParameters`][flixopt.interface.InvestParameters] | +| `OnOffParameters` | [OnOffParameters](features/OnOffParameters.md) | [`OnOffParameters`][flixopt.interface.OnOffParameters] | +| `Piecewise` | [Piecewise](features/Piecewise.md) | [`Piecewise`][flixopt.interface.Piecewise] | diff --git a/docs/user-guide/mathematical-notation/modeling-patterns/bounds-and-states.md b/docs/user-guide/mathematical-notation/modeling-patterns/bounds-and-states.md new file mode 100644 index 000000000..d5821948f --- /dev/null +++ b/docs/user-guide/mathematical-notation/modeling-patterns/bounds-and-states.md @@ -0,0 +1,165 @@ +# Bounds and States + +This document describes the mathematical formulations for variable bounding patterns used throughout FlixOpt. These patterns define how optimization variables are constrained, both with and without state control. + +## Basic Bounds + +The simplest bounding pattern constrains a variable between lower and upper bounds. + +$$\label{eq:basic_bounds} +\text{lower} \leq v \leq \text{upper} +$$ + +With: +- $v$ being the optimization variable +- $\text{lower}$ being the lower bound (constant or time-dependent) +- $\text{upper}$ being the upper bound (constant or time-dependent) + +**Implementation:** [`BoundingPatterns.basic_bounds()`][flixopt.modeling.BoundingPatterns.basic_bounds] + +**Used in:** +- Storage charge state bounds (see [Storage](../elements/Storage.md)) +- Flow rate absolute bounds + +--- + +## Bounds with State + +When a variable should only be non-zero if a binary state variable is active (e.g., on/off operation, investment decisions), the bounds are controlled by the state: + +$$\label{eq:bounds_with_state} +s \cdot \max(\varepsilon, \text{lower}) \leq v \leq s \cdot \text{upper} +$$ + +With: +- $v$ being the optimization variable +- $s \in \{0, 1\}$ being the binary state variable +- $\text{lower}$ being the lower bound when active +- $\text{upper}$ being the upper bound when active +- $\varepsilon$ being a small positive number to ensure numerical stability + +**Behavior:** +- When $s = 0$: variable is forced to zero ($0 \leq v \leq 0$) +- When $s = 1$: variable can take values in $[\text{lower}, \text{upper}]$ + +**Implementation:** [`BoundingPatterns.bounds_with_state()`][flixopt.modeling.BoundingPatterns.bounds_with_state] + +**Used in:** +- Flow rates with on/off operation (see [OnOffParameters](../features/OnOffParameters.md)) +- Investment size decisions (see [InvestParameters](../features/InvestParameters.md)) + +--- + +## Scaled Bounds + +When a variable's bounds depend on another variable (e.g., flow rate scaled by component size), scaled bounds are used: + +$$\label{eq:scaled_bounds} +v_\text{scale} \cdot \text{rel}_\text{lower} \leq v \leq v_\text{scale} \cdot \text{rel}_\text{upper} +$$ + +With: +- $v$ being the optimization variable (e.g., flow rate) +- $v_\text{scale}$ being the scaling variable (e.g., component size) +- $\text{rel}_\text{lower}$ being the relative lower bound factor (typically 0) +- $\text{rel}_\text{upper}$ being the relative upper bound factor (typically 1) + +**Example:** Flow rate bounds +- If $v_\text{scale} = P$ (flow size) and $\text{rel}_\text{upper} = 1$ +- Then: $0 \leq p(t_i) \leq P$ (see [Flow](../elements/Flow.md)) + +**Implementation:** [`BoundingPatterns.scaled_bounds()`][flixopt.modeling.BoundingPatterns.scaled_bounds] + +**Used in:** +- Flow rate constraints (see [Flow](../elements/Flow.md) equation 1) +- Storage charge state constraints (see [Storage](../elements/Storage.md) equation 1) + +--- + +## Scaled Bounds with State + +Combining scaled bounds with binary state control requires a Big-M formulation to handle both the scaling and the on/off behavior: + +$$\label{eq:scaled_bounds_with_state_1} +(s - 1) \cdot M_\text{misc} + v_\text{scale} \cdot \text{rel}_\text{lower} \leq v \leq v_\text{scale} \cdot \text{rel}_\text{upper} +$$ + +$$\label{eq:scaled_bounds_with_state_2} +s \cdot M_\text{lower} \leq v \leq s \cdot M_\text{upper} +$$ + +With: +- $v$ being the optimization variable +- $v_\text{scale}$ being the scaling variable +- $s \in \{0, 1\}$ being the binary state variable +- $\text{rel}_\text{lower}$ being the relative lower bound factor +- $\text{rel}_\text{upper}$ being the relative upper bound factor +- $M_\text{misc} = v_\text{scale,max} \cdot \text{rel}_\text{lower}$ +- $M_\text{upper} = v_\text{scale,max} \cdot \text{rel}_\text{upper}$ +- $M_\text{lower} = \max(\varepsilon, v_\text{scale,min} \cdot \text{rel}_\text{lower})$ + +Where $v_\text{scale,max}$ and $v_\text{scale,min}$ are the maximum and minimum possible values of the scaling variable. + +**Behavior:** +- When $s = 0$: variable is forced to zero +- When $s = 1$: variable follows scaled bounds $v_\text{scale} \cdot \text{rel}_\text{lower} \leq v \leq v_\text{scale} \cdot \text{rel}_\text{upper}$ + +**Implementation:** [`BoundingPatterns.scaled_bounds_with_state()`][flixopt.modeling.BoundingPatterns.scaled_bounds_with_state] + +**Used in:** +- Flow rates with on/off operation and investment sizing +- Components combining [OnOffParameters](../features/OnOffParameters.md) and [InvestParameters](../features/InvestParameters.md) + +--- + +## Expression Tracking + +Sometimes it's necessary to create an auxiliary variable that equals an expression: + +$$\label{eq:expression_tracking} +v_\text{tracker} = \text{expression} +$$ + +With optional bounds: + +$$\label{eq:expression_tracking_bounds} +\text{lower} \leq v_\text{tracker} \leq \text{upper} +$$ + +With: +- $v_\text{tracker}$ being the auxiliary tracking variable +- $\text{expression}$ being a linear expression of other variables +- $\text{lower}, \text{upper}$ being optional bounds on the tracker + +**Use cases:** +- Creating named variables for complex expressions +- Bounding intermediate results +- Simplifying constraint formulations + +**Implementation:** [`ModelingPrimitives.expression_tracking_variable()`][flixopt.modeling.ModelingPrimitives.expression_tracking_variable] + +--- + +## Mutual Exclusivity + +When multiple binary variables should not be active simultaneously (at most one can be 1): + +$$\label{eq:mutual_exclusivity} +\sum_{i} s_i(t) \leq \text{tolerance} \quad \forall t +$$ + +With: +- $s_i(t) \in \{0, 1\}$ being binary state variables +- $\text{tolerance}$ being the maximum number of simultaneously active states (typically 1) +- $t$ being the time index + +**Use cases:** +- Ensuring only one operating mode is active +- Mutual exclusion of operation and maintenance states +- Enforcing single-choice decisions + +**Implementation:** [`ModelingPrimitives.mutual_exclusivity_constraint()`][flixopt.modeling.ModelingPrimitives.mutual_exclusivity_constraint] + +**Used in:** +- Operating mode selection +- Piecewise linear function segments (see [Piecewise](../features/Piecewise.md)) diff --git a/docs/user-guide/mathematical-notation/modeling-patterns/duration-tracking.md b/docs/user-guide/mathematical-notation/modeling-patterns/duration-tracking.md new file mode 100644 index 000000000..5d430d28c --- /dev/null +++ b/docs/user-guide/mathematical-notation/modeling-patterns/duration-tracking.md @@ -0,0 +1,159 @@ +# Duration Tracking + +Duration tracking allows monitoring how long a binary state has been consecutively active. This is essential for modeling minimum run times, ramp-up periods, and similar time-dependent constraints. + +## Consecutive Duration Tracking + +For a binary state variable $s(t) \in \{0, 1\}$, the consecutive duration $d(t)$ tracks how long the state has been continuously active. + +### Duration Upper Bound + +The duration cannot exceed zero when the state is inactive: + +$$\label{eq:duration_upper} +d(t) \leq s(t) \cdot M \quad \forall t +$$ + +With: +- $d(t)$ being the duration variable (continuous, non-negative) +- $s(t) \in \{0, 1\}$ being the binary state variable +- $M$ being a sufficiently large constant (big-M) + +**Behavior:** +- When $s(t) = 0$: forces $d(t) \leq 0$, thus $d(t) = 0$ +- When $s(t) = 1$: allows $d(t)$ to be positive + +--- + +### Duration Accumulation + +While the state is active, the duration increases by the time step size: + +$$\label{eq:duration_accumulation_upper} +d(t+1) \leq d(t) + \Delta d(t) \quad \forall t +$$ + +$$\label{eq:duration_accumulation_lower} +d(t+1) \geq d(t) + \Delta d(t) + (s(t+1) - 1) \cdot M \quad \forall t +$$ + +With: +- $\Delta d(t)$ being the duration increment for time step $t$ (typically $\Delta t_i$ from the time series) +- $M$ being a sufficiently large constant + +**Behavior:** +- When $s(t+1) = 1$: both inequalities enforce $d(t+1) = d(t) + \Delta d(t)$ +- When $s(t+1) = 0$: only the upper bound applies, and $d(t+1) = 0$ (from equation $\eqref{eq:duration_upper}$) + +--- + +### Initial Duration + +The duration at the first time step depends on both the state and any previous duration: + +$$\label{eq:duration_initial} +d(0) = (\Delta d(0) + d_\text{prev}) \cdot s(0) +$$ + +With: +- $d_\text{prev}$ being the duration from before the optimization period +- $\Delta d(0)$ being the duration increment for the first time step + +**Behavior:** +- When $s(0) = 1$: duration continues from previous period +- When $s(0) = 0$: duration resets to zero + +--- + +### Complete Formulation + +Combining all constraints: + +$$ +\begin{align} +d(t) &\leq s(t) \cdot M && \forall t \label{eq:duration_complete_1} \\ +d(t+1) &\leq d(t) + \Delta d(t) && \forall t \label{eq:duration_complete_2} \\ +d(t+1) &\geq d(t) + \Delta d(t) + (s(t+1) - 1) \cdot M && \forall t \label{eq:duration_complete_3} \\ +d(0) &= (\Delta d(0) + d_\text{prev}) \cdot s(0) && \label{eq:duration_complete_4} +\end{align} +$$ + +--- + +## Minimum Duration Constraints + +To enforce a minimum consecutive duration (e.g., minimum run time), an additional constraint links the duration to state changes: + +$$\label{eq:minimum_duration} +d(t) \geq (s(t-1) - s(t)) \cdot d_\text{min}(t-1) \quad \forall t > 0 +$$ + +With: +- $d_\text{min}(t)$ being the required minimum duration at time $t$ + +**Behavior:** +- When shutting down ($s(t-1) = 1, s(t) = 0$): enforces $d(t-1) \geq d_\text{min}(t-1)$ +- This ensures the state was active for at least $d_\text{min}$ before turning off +- When state is constant or turning on: constraint is non-binding + +--- + +## Implementation + +**Function:** [`ModelingPrimitives.consecutive_duration_tracking()`][flixopt.modeling.ModelingPrimitives.consecutive_duration_tracking] + +See the API documentation for complete parameter list and usage details. + +--- + +## Use Cases + +### Minimum Run Time + +Ensuring equipment runs for a minimum duration once started: + +```python +# State: 1 when running, 0 when off +# Require at least 2 hours of operation +duration = modeling.consecutive_duration_tracking( + state_variable=on_state, + duration_per_step=time_step_hours, + minimum_duration=2.0 +) +``` + +### Ramp-Up Tracking + +Tracking time since startup for gradual ramp-up constraints: + +```python +# Track startup duration +startup_duration = modeling.consecutive_duration_tracking( + state_variable=on_state, + duration_per_step=time_step_hours +) +# Constrain output based on startup duration +# (additional constraints would link output to startup_duration) +``` + +### Cooldown Requirements + +Tracking time in a state before allowing transitions: + +```python +# Track maintenance duration +maintenance_duration = modeling.consecutive_duration_tracking( + state_variable=maintenance_state, + duration_per_step=time_step_hours, + minimum_duration=scheduled_maintenance_hours +) +``` + +--- + +## Used In + +This pattern is used in: +- [`OnOffParameters`](../features/OnOffParameters.md) - Minimum on/off times +- Operating mode constraints with minimum durations +- Startup/shutdown sequence modeling diff --git a/docs/user-guide/mathematical-notation/modeling-patterns/index.md b/docs/user-guide/mathematical-notation/modeling-patterns/index.md new file mode 100644 index 000000000..15ff8dbd2 --- /dev/null +++ b/docs/user-guide/mathematical-notation/modeling-patterns/index.md @@ -0,0 +1,54 @@ +# Modeling Patterns + +This section documents the fundamental mathematical patterns used throughout FlixOpt for constructing optimization models. These patterns are implemented in `flixopt.modeling` and provide reusable building blocks for creating constraints. + +## Overview + +The modeling patterns are organized into three categories: + +1. **[Bounds and States](bounds-and-states.md)** - Variable bounding with optional state control +2. **[Duration Tracking](duration-tracking.md)** - Tracking consecutive durations of states +3. **[State Transitions](state-transitions.md)** - Modeling state changes and transitions + +## Pattern Categories + +### Bounding Patterns + +These patterns define how optimization variables are constrained within bounds: + +- **Basic Bounds** - Simple upper and lower bounds on variables +- **Bounds with State** - Binary-controlled bounds (on/off states) +- **Scaled Bounds** - Bounds dependent on another variable (e.g., size) +- **Scaled Bounds with State** - Combination of scaling and binary control + +### Tracking Patterns + +These patterns track properties over time: + +- **Expression Tracking** - Creating auxiliary variables that track expressions +- **Consecutive Duration Tracking** - Tracking how long a state has been active +- **Mutual Exclusivity** - Ensuring only one of multiple options is active + +### Transition Patterns + +These patterns model changes between states: + +- **State Transitions** - Tracking switches between binary states (on→off, off→on) +- **Continuous Transitions** - Linking continuous variable changes to switches +- **Level Changes with Binaries** - Controlled increases/decreases in levels + +## Usage in Components + +These patterns are used throughout FlixOpt components: + +- [`Flow`][flixopt.elements.Flow] uses **scaled bounds with state** for flow rate constraints +- [`Storage`][flixopt.components.Storage] uses **basic bounds** for charge state +- [`OnOffParameters`](../features/OnOffParameters.md) uses **state transitions** for startup/shutdown +- [`InvestParameters`](../features/InvestParameters.md) uses **bounds with state** for investment decisions + +## Implementation + +All patterns are implemented in [`flixopt.modeling`][flixopt.modeling] module: + +- [`ModelingPrimitives`][flixopt.modeling.ModelingPrimitives] - Core constraint patterns +- [`BoundingPatterns`][flixopt.modeling.BoundingPatterns] - Specialized bounding patterns diff --git a/docs/user-guide/mathematical-notation/modeling-patterns/state-transitions.md b/docs/user-guide/mathematical-notation/modeling-patterns/state-transitions.md new file mode 100644 index 000000000..dc75a8008 --- /dev/null +++ b/docs/user-guide/mathematical-notation/modeling-patterns/state-transitions.md @@ -0,0 +1,227 @@ +# State Transitions + +State transition patterns model changes between discrete states and link them to continuous variables. These patterns are essential for modeling startup/shutdown events, switching behavior, and controlled changes in system operation. + +## Binary State Transitions + +For a binary state variable $s(t) \in \{0, 1\}$, state transitions track when the state switches on or off. + +### Switch Variables + +Two binary variables track the transitions: +- $s^\text{on}(t) \in \{0, 1\}$: equals 1 when switching from off to on +- $s^\text{off}(t) \in \{0, 1\}$: equals 1 when switching from on to off + +### Transition Tracking + +The state change equals the difference between switch-on and switch-off: + +$$\label{eq:state_transition} +s^\text{on}(t) - s^\text{off}(t) = s(t) - s(t-1) \quad \forall t > 0 +$$ + +$$\label{eq:state_transition_initial} +s^\text{on}(0) - s^\text{off}(0) = s(0) - s_\text{prev} +$$ + +With: +- $s(t)$ being the binary state variable +- $s_\text{prev}$ being the state before the optimization period +- $s^\text{on}(t), s^\text{off}(t)$ being the switch variables + +**Behavior:** +- Off → On ($s(t-1)=0, s(t)=1$): $s^\text{on}(t)=1, s^\text{off}(t)=0$ +- On → Off ($s(t-1)=1, s(t)=0$): $s^\text{on}(t)=0, s^\text{off}(t)=1$ +- No change: $s^\text{on}(t)=0, s^\text{off}(t)=0$ + +--- + +### Mutual Exclusivity of Switches + +A state cannot switch on and off simultaneously: + +$$\label{eq:switch_exclusivity} +s^\text{on}(t) + s^\text{off}(t) \leq 1 \quad \forall t +$$ + +This ensures: +- At most one switch event per time step +- No simultaneous on/off switching + +--- + +### Complete State Transition Formulation + +$$ +\begin{align} +s^\text{on}(t) - s^\text{off}(t) &= s(t) - s(t-1) && \forall t > 0 \label{eq:transition_complete_1} \\ +s^\text{on}(0) - s^\text{off}(0) &= s(0) - s_\text{prev} && \label{eq:transition_complete_2} \\ +s^\text{on}(t) + s^\text{off}(t) &\leq 1 && \forall t \label{eq:transition_complete_3} \\ +s^\text{on}(t), s^\text{off}(t) &\in \{0, 1\} && \forall t \label{eq:transition_complete_4} +\end{align} +$$ + +**Implementation:** [`BoundingPatterns.state_transition_bounds()`][flixopt.modeling.BoundingPatterns.state_transition_bounds] + +--- + +## Continuous Transitions + +When a continuous variable should only change when certain switch events occur, continuous transition bounds link the variable changes to binary switches. + +### Change Bounds with Switches + +$$\label{eq:continuous_transition} +-\Delta v^\text{max} \cdot (s^\text{on}(t) + s^\text{off}(t)) \leq v(t) - v(t-1) \leq \Delta v^\text{max} \cdot (s^\text{on}(t) + s^\text{off}(t)) \quad \forall t > 0 +$$ + +$$\label{eq:continuous_transition_initial} +-\Delta v^\text{max} \cdot (s^\text{on}(0) + s^\text{off}(0)) \leq v(0) - v_\text{prev} \leq \Delta v^\text{max} \cdot (s^\text{on}(0) + s^\text{off}(0)) +$$ + +With: +- $v(t)$ being the continuous variable +- $v_\text{prev}$ being the value before the optimization period +- $\Delta v^\text{max}$ being the maximum allowed change +- $s^\text{on}(t), s^\text{off}(t) \in \{0, 1\}$ being switch binary variables + +**Behavior:** +- When $s^\text{on}(t) = 0$ and $s^\text{off}(t) = 0$: forces $v(t) = v(t-1)$ (no change) +- When $s^\text{on}(t) = 1$ or $s^\text{off}(t) = 1$: allows change up to $\pm \Delta v^\text{max}$ + +**Implementation:** [`BoundingPatterns.continuous_transition_bounds()`][flixopt.modeling.BoundingPatterns.continuous_transition_bounds] + +--- + +## Level Changes with Binaries + +This pattern models a level variable that can increase or decrease, with changes controlled by binary variables. This is useful for inventory management, capacity adjustments, or gradual state changes. + +### Level Evolution + +The level evolves based on increases and decreases: + +$$\label{eq:level_initial} +\ell(0) = \ell_\text{init} + \ell^\text{inc}(0) - \ell^\text{dec}(0) +$$ + +$$\label{eq:level_evolution} +\ell(t) = \ell(t-1) + \ell^\text{inc}(t) - \ell^\text{dec}(t) \quad \forall t > 0 +$$ + +With: +- $\ell(t)$ being the level variable +- $\ell_\text{init}$ being the initial level +- $\ell^\text{inc}(t)$ being the increase in level at time $t$ (non-negative) +- $\ell^\text{dec}(t)$ being the decrease in level at time $t$ (non-negative) + +--- + +### Change Bounds with Binary Control + +Changes are bounded and controlled by binary variables: + +$$\label{eq:increase_bound} +\ell^\text{inc}(t) \leq \Delta \ell^\text{max} \cdot b^\text{inc}(t) \quad \forall t +$$ + +$$\label{eq:decrease_bound} +\ell^\text{dec}(t) \leq \Delta \ell^\text{max} \cdot b^\text{dec}(t) \quad \forall t +$$ + +With: +- $\Delta \ell^\text{max}$ being the maximum change per time step +- $b^\text{inc}(t), b^\text{dec}(t) \in \{0, 1\}$ being binary control variables + +--- + +### Mutual Exclusivity of Changes + +Simultaneous increase and decrease are prevented: + +$$\label{eq:change_exclusivity} +b^\text{inc}(t) + b^\text{dec}(t) \leq 1 \quad \forall t +$$ + +This ensures: +- Level can only increase OR decrease (or stay constant) in each time step +- No simultaneous contradictory changes + +--- + +### Complete Level Change Formulation + +$$ +\begin{align} +\ell(0) &= \ell_\text{init} + \ell^\text{inc}(0) - \ell^\text{dec}(0) && \label{eq:level_complete_1} \\ +\ell(t) &= \ell(t-1) + \ell^\text{inc}(t) - \ell^\text{dec}(t) && \forall t > 0 \label{eq:level_complete_2} \\ +\ell^\text{inc}(t) &\leq \Delta \ell^\text{max} \cdot b^\text{inc}(t) && \forall t \label{eq:level_complete_3} \\ +\ell^\text{dec}(t) &\leq \Delta \ell^\text{max} \cdot b^\text{dec}(t) && \forall t \label{eq:level_complete_4} \\ +b^\text{inc}(t) + b^\text{dec}(t) &\leq 1 && \forall t \label{eq:level_complete_5} \\ +b^\text{inc}(t), b^\text{dec}(t) &\in \{0, 1\} && \forall t \label{eq:level_complete_6} +\end{align} +$$ + +**Implementation:** [`BoundingPatterns.link_changes_to_level_with_binaries()`][flixopt.modeling.BoundingPatterns.link_changes_to_level_with_binaries] + +--- + +## Use Cases + +### Startup/Shutdown Costs + +Track startup and shutdown events to apply costs: + +```python +# Create switch variables +switch_on, switch_off = modeling.state_transition_bounds( + state_variable=on_state, + previous_state=previous_on_state +) + +# Apply costs to switches +startup_cost = switch_on * startup_cost_per_event +shutdown_cost = switch_off * shutdown_cost_per_event +``` + +### Limited Switching + +Restrict the number of state changes: + +```python +# Track all switches +switch_on, switch_off = modeling.state_transition_bounds( + state_variable=on_state +) + +# Limit total switches +model.add_constraint( + (switch_on + switch_off).sum() <= max_switches +) +``` + +### Gradual Capacity Changes + +Model systems where capacity can be incrementally adjusted: + +```python +# Level represents installed capacity +level_var, increase, decrease, inc_binary, dec_binary = \ + modeling.link_changes_to_level_with_binaries( + initial_level=current_capacity, + max_change=max_capacity_change_per_period + ) + +# Constrain total increases +model.add_constraint(increase.sum() <= max_total_expansion) +``` + +--- + +## Used In + +These patterns are used in: +- [`OnOffParameters`](../features/OnOffParameters.md) - Startup/shutdown tracking and costs +- Operating mode switching with transition costs +- Investment planning with staged capacity additions +- Inventory management with controlled stock changes diff --git a/docs/user-guide/Mathematical Notation/others.md b/docs/user-guide/mathematical-notation/others.md similarity index 100% rename from docs/user-guide/Mathematical Notation/others.md rename to docs/user-guide/mathematical-notation/others.md diff --git a/docs/user-guide/migration-guide-v3.md b/docs/user-guide/migration-guide-v3.md new file mode 100644 index 000000000..2a9cab97a --- /dev/null +++ b/docs/user-guide/migration-guide-v3.md @@ -0,0 +1,232 @@ +# Migration Guide: v2.x → v3.0.0 + +!!! tip "Quick Start" + ```bash + pip install --upgrade flixopt + ``` + Review [breaking changes](#breaking-changes), update [deprecated parameters](#deprecated-parameters), test thoroughly. + +--- + +## 💥 Breaking Changes + +### Effect System Redesign + +Terminology changed and sharing system inverted: effects now "pull" shares. + +| Concept | Old (v2.x) | New (v3.0.0) | +|---------|------------|--------------| +| Time-varying effects | `operation` | `temporal` | +| Investment effects | `invest` / `investment` | `periodic` | +| Share to other effects (operation) | `specific_share_to_other_effects_operation` | `share_from_temporal` | +| Share to other effects (invest) | `specific_share_to_other_effects_invest` | `share_from_periodic` | + +=== "v2.x" + ```python + CO2 = fx.Effect('CO2', 'kg', 'CO2', + specific_share_to_other_effects_operation={'costs': 0.2}) + costs = fx.Effect('costs', '€', 'Total') + ``` + +=== "v3.0.0" + ```python + CO2 = fx.Effect('CO2', 'kg', 'CO2') + costs = fx.Effect('costs', '€', 'Total', + share_from_temporal={'CO2': 0.2}) # Pull from CO2 + ``` + +!!! warning "No deprecation warning" + Move shares to receiving effect and update parameter names throughout your code. + +--- + +### Variable Names + +| Category | Old (v2.x) | New (v3.0.0) | +|---------------------------------|------------|--------------| +| Investment | `is_invested` | `invested` | +| Switching | `switch_on` | `switch|on` | +| Switching | `switch_off` | `switch|off` | +| Switching | `switch_on_nr` | `switch|count` | +| Effects | `Effect(invest)|total` | `Effect(periodic)` | +| Effects | `Effect(operation)|total` | `Effect(temporal)` | +| Effects | `Effect(operation)|total_per_timestep` | `Effect(temporal)|per_timestep` | +| Effects | `Effect|total` | `Effect` | + +--- + +### String Labels + +| What | Old (v2.x) | New (v3.0.0) | +|------|------------|--------------| +| Bus assignment | `bus=my_bus` (object) | `bus='electricity'` (string) | +| Effect shares | `{CO2: 0.2}` (object key) | `{'CO2': 0.2}` (string key) | + +=== "v2.x" + ```python + flow = fx.Flow('P_el', bus=my_bus) # ❌ Object + costs = fx.Effect('costs', '€', share_from_temporal={CO2: 0.2}) # ❌ + ``` + +=== "v3.0.0" + ```python + flow = fx.Flow('P_el', bus='electricity') # ✅ String + costs = fx.Effect('costs', '€', share_from_temporal={'CO2': 0.2}) # ✅ + ``` + +--- + +### FlowSystem & Calculation + +| Change | Description | +|--------|-------------| +| **FlowSystem copying** | Each `Calculation` gets its own copy (independent) | +| **do_modeling() return** | Returns `Calculation` object (access model via `.model` property) | +| **Storage arrays** | Arrays match timestep count (no extra element) | +| **Final charge state** | Use `relative_minimum_final_charge_state` / `relative_maximum_final_charge_state` | + +--- + +### Other Changes + +| Category | Old (v2.x) | New (v3.0.0) | +|----------|------------|--------------| +| System model class | `SystemModel` | `FlowSystemModel` | +| Element submodel | `Model` | `Submodel` | +| Logging default | Enabled | Disabled | +| Enable logging | (default) | `fx.CONFIG.Logging.console = True; fx.CONFIG.apply()` | + +--- + +## 🗑️ Deprecated Parameters + +??? abstract "InvestParameters" + + | Old (v2.x) | New (v3.0.0) | + |------------|--------------| + | `fix_effects` | `effects_of_investment` | + | `specific_effects` | `effects_of_investment_per_size` | + | `divest_effects` | `effects_of_retirement` | + | `piecewise_effects` | `piecewise_effects_of_investment` | + +??? abstract "Effect" + + | Old (v2.x) | New (v3.0.0) | + |------------|--------------| + | `minimum_investment` | `minimum_periodic` | + | `maximum_investment` | `maximum_periodic` | + | `minimum_operation` | `minimum_temporal` | + | `maximum_operation` | `maximum_temporal` | + | `minimum_operation_per_hour` | `minimum_per_hour` | + | `maximum_operation_per_hour` | `maximum_per_hour` | + +??? abstract "Components" + + | Old (v2.x) | New (v3.0.0) | + |------------|--------------| + | `source` (parameter) | `outputs` | + | `sink` (parameter) | `inputs` | + | `prevent_simultaneous_sink_and_source` | `prevent_simultaneous_flow_rates` | + +??? abstract "TimeSeriesData" + + | Old (v2.x) | New (v3.0.0) | + |------------|--------------| + | `agg_group` | `aggregation_group` | + | `agg_weight` | `aggregation_weight` | + +??? abstract "Calculation" + + | Old (v2.x) | New (v3.0.0) | + |------------|--------------| + | `active_timesteps=[0, 1, 2]` | Use `flow_system.sel()` or `flow_system.isel()` | + +--- + +## ✨ New Features + +??? success "Multi-Period Investments" + + ```python + periods = pd.Index(['2020', '2030']) + flow_system = fx.FlowSystem(time=timesteps, periods=periods) + ``` + +??? success "Scenario-Based Optimization" + + | Parameter | Description | Example | + |-----------|-------------|---------| + | `scenarios` | Scenario index | `pd.Index(['low', 'base', 'high'], name='scenario')` | + | `scenario_weights` | Probabilities | `[0.2, 0.6, 0.2]` | + | `scenario_independent_sizes` | Separate capacities per scenario | `True` / `False` (default) | + + ```python + flow_system = fx.FlowSystem( + time=timesteps, + scenarios=scenarios, + scenario_weights=[0.2, 0.6, 0.2], + scenario_independent_sizes=True + ) + ``` + +??? success "Enhanced I/O" + + | Method | Description | + |--------|-------------| + | `flow_system.to_netcdf('file.nc')` | Save FlowSystem | + | `fx.FlowSystem.from_netcdf('file.nc')` | Load FlowSystem | + | `flow_system.sel(time=slice(...))` | Select by label | + | `flow_system.isel(time=slice(...))` | Select by index | + | `flow_system.resample(time='D')` | Resample timeseries | + | `flow_system.copy()` | Deep copy | + | `results.flow_system` | Access from results | + +??? success "Effects Per Component" + + ```python + effects_ds = results.effects_per_component + + # Access effect contributions by component + print(effects_ds['total'].sel(effect='costs')) # Total effects + print(effects_ds['temporal'].sel(effect='CO2')) # Temporal effects + print(effects_ds['periodic'].sel(effect='costs')) # Periodic effects + ``` + +??? success "Storage Features" + + | Feature | Parameter | Description | + |---------|-----------|-------------| + | **Balanced storage** | `balanced=True` | Ensures charge_size == discharge_size | + | **Final state min** | `relative_minimum_final_charge_state=0.5` | End at least 50% charged | + | **Final state max** | `relative_maximum_final_charge_state=0.8` | End at most 80% charged | + +--- + +## 🔧 Common Issues + +| Issue | Solution | +|-------|----------| +| Effect shares not working | See [Effect System Redesign](#effect-system-redesign) | +| Storage dimensions wrong | See [FlowSystem & Calculation](#flowsystem-calculation) | +| Bus assignment error | See [String Labels](#string-labels) | +| KeyError in results | See [Variable Names](#variable-names) | +| `AttributeError: model` | Rename `.model` → `.submodel` | +| No logging | See [Other Changes](#other-changes) | + +--- + +## ✅ Checklist + +| Category | Tasks | +|----------|-------| +| **Install** | • `pip install --upgrade flixopt` | +| **Breaking changes** | • Update [effect sharing](#effect-system-redesign)
• Update [variable names](#variable-names)
• Update [string labels](#string-labels)
• Fix [storage arrays](#flowsystem-calculation)
• Update [Calculation API](#flowsystem-calculation)
• Update [class names](#other-changes) | +| **Configuration** | • Enable [logging](#other-changes) if needed | +| **Deprecated** | • Update [deprecated parameters](#deprecated-parameters) (recommended) | +| **Testing** | • Test thoroughly
• Validate results match v2.x | + +--- + +:material-book: [Docs](https://flixopt.github.io/flixopt/) • :material-github: [Issues](https://github.com/flixOpt/flixopt/issues) • :material-text-box: [Changelog](https://flixopt.github.io/flixopt/latest/changelog/99984-v3.0.0/) + +!!! success "Welcome to flixopt v3.0.0! 🎉" diff --git a/docs/user-guide/recipes/index.md b/docs/user-guide/recipes/index.md new file mode 100644 index 000000000..8ac7d1812 --- /dev/null +++ b/docs/user-guide/recipes/index.md @@ -0,0 +1,47 @@ +# Recipes + +**Coming Soon!** 🚧 + +This section will contain quick, copy-paste ready code snippets for common FlixOpt patterns. + +--- + +## What Will Be Here? + +Short, focused code snippets showing **how to do specific things** in FlixOpt: + +- Common modeling patterns +- Integration with other tools +- Performance optimizations +- Domain-specific solutions +- Data analysis shortcuts + +Unlike full examples, recipes will be focused snippets showing a single concept. + +--- + +## Planned Topics + +- **Storage Patterns** - Batteries, thermal storage, seasonal storage +- **Multi-Criteria Optimization** - Balance multiple objectives +- **Data I/O** - Loading time series from CSV, databases, APIs +- **Data Manipulation** - Common xarray operations for parameterization and analysis +- **Investment Optimization** - Size optimization strategies +- **Renewable Integration** - Solar, wind capacity optimization +- **On/Off Constraints** - Minimum runtime, startup costs +- **Large-Scale Problems** - Segmented and aggregated calculations +- **Custom Constraints** - Extend models with linopy +- **Domain-Specific Patterns** - District heating, microgrids, industrial processes + +--- + +## Want to Contribute? + +**We need your help!** If you have recurring modeling patterns or clever solutions to share, please contribute via [GitHub issues](https://github.com/flixopt/flixopt/issues) or pull requests. + +Guidelines: +1. Keep it short (< 100 lines of code) +2. Focus on one specific technique +3. Add brief explanation and when to use it + +Check the [contribution guide](../../contribute.md) for details. diff --git a/examples/00_Minmal/minimal_example.py b/examples/00_Minmal/minimal_example.py index e9ef241ff..92e6801b2 100644 --- a/examples/00_Minmal/minimal_example.py +++ b/examples/00_Minmal/minimal_example.py @@ -1,71 +1,36 @@ """ -This script shows how to use the flixopt framework to model a super minimalistic energy system. +This script shows how to use the flixopt framework to model a super minimalistic energy system in the most concise way possible. +THis can also be used to create proposals for new features, bug reports etc """ import numpy as np import pandas as pd -from rich.pretty import pprint import flixopt as fx if __name__ == '__main__': - # --- Define the Flow System, that will hold all elements, and the time steps you want to model --- - timesteps = pd.date_range('2020-01-01', periods=3, freq='h') - flow_system = fx.FlowSystem(timesteps) - - # --- Define Thermal Load Profile --- - # Load profile (e.g., kW) for heating demand over time - thermal_load_profile = np.array([30, 0, 20]) - - # --- Define Energy Buses --- - # These are balancing nodes (inputs=outputs) and balance the different energy carriers your system - flow_system.add_elements(fx.Bus('District Heating'), fx.Bus('Natural Gas')) - - # --- Define Objective Effect (Cost) --- - # Cost effect representing the optimization objective (minimizing costs) - cost_effect = fx.Effect('costs', '€', 'Cost', is_standard=True, is_objective=True) - - # --- Define Flow System Components --- - # Boiler component with thermal output (heat) and fuel input (gas) - boiler = fx.linear_converters.Boiler( - 'Boiler', - eta=0.5, - Q_th=fx.Flow(label='Thermal Output', bus='District Heating', size=50), - Q_fu=fx.Flow(label='Fuel Input', bus='Natural Gas'), + fx.CONFIG.silent() + flow_system = fx.FlowSystem(pd.date_range('2020-01-01', periods=3, freq='h')) + + flow_system.add_elements( + fx.Bus('Heat'), + fx.Bus('Gas'), + fx.Effect('Costs', '€', 'Cost', is_standard=True, is_objective=True), + fx.linear_converters.Boiler( + 'Boiler', + eta=0.5, + Q_th=fx.Flow(label='Heat', bus='Heat', size=50), + Q_fu=fx.Flow(label='Gas', bus='Gas'), + ), + fx.Sink( + 'Sink', + inputs=[fx.Flow(label='Demand', bus='Heat', size=1, fixed_relative_profile=np.array([30, 0, 20]))], + ), + fx.Source( + 'Source', + outputs=[fx.Flow(label='Gas', bus='Gas', size=1000, effects_per_flow_hour=0.04)], + ), ) - # Heat load component with a fixed thermal demand profile - heat_load = fx.Sink( - 'Heat Demand', - sink=fx.Flow(label='Thermal Load', bus='District Heating', size=1, fixed_relative_profile=thermal_load_profile), - ) - - # Gas source component with cost-effect per flow hour - gas_source = fx.Source( - 'Natural Gas Tariff', - source=fx.Flow(label='Gas Flow', bus='Natural Gas', size=1000, effects_per_flow_hour=0.04), # 0.04 €/kWh - ) - - # --- Build the Flow System --- - # Add all components and effects to the system - flow_system.add_elements(cost_effect, boiler, heat_load, gas_source) - - # --- Define, model and solve a Calculation --- - calculation = fx.FullCalculation('Simulation1', flow_system) - calculation.do_modeling() - calculation.solve(fx.solvers.HighsSolver(0.01, 60)) - - # --- Analyze Results --- - # Access the results of an element - df1 = calculation.results['costs'].filter_solution('time').to_dataframe() - - # Plot the results of a specific element - calculation.results['District Heating'].plot_node_balance_pie() - calculation.results['District Heating'].plot_node_balance() - - # Save results to a file - df2 = calculation.results['District Heating'].node_balance().to_dataframe() - # df2.to_csv('results/District Heating.csv') # Save results to csv - - # Print infos to the console. - pprint(calculation.summary) + calculation = fx.FullCalculation('Simulation1', flow_system).do_modeling().solve(fx.solvers.HighsSolver(0.01, 60)) + calculation.results['Heat'].plot_node_balance() diff --git a/examples/01_Simple/simple_example.py b/examples/01_Simple/simple_example.py index a201ee8c4..9c02a0142 100644 --- a/examples/01_Simple/simple_example.py +++ b/examples/01_Simple/simple_example.py @@ -8,6 +8,8 @@ import flixopt as fx if __name__ == '__main__': + fx.CONFIG.exploring() + # --- Create Time Series Data --- # Heat demand profile (e.g., kW) over time and corresponding power prices heat_demand_per_h = np.array([30, 0, 90, 110, 110, 20, 20, 20, 20]) @@ -29,6 +31,7 @@ description='Kosten', is_standard=True, # standard effect: no explicit value needed for costs is_objective=True, # Minimizing costs as the optimization objective + share_from_temporal={'CO2': 0.2}, ) # CO2 emissions effect with an associated cost impact @@ -36,8 +39,7 @@ label='CO2', unit='kg', description='CO2_e-Emissionen', - specific_share_to_other_effects_operation={costs.label: 0.2}, - maximum_operation_per_hour=1000, # Max CO2 emissions per hour + maximum_per_hour=1000, # Max CO2 emissions per hour ) # --- Define Flow System Components --- @@ -64,7 +66,7 @@ label='Storage', charging=fx.Flow('Q_th_load', bus='Fernwärme', size=1000), discharging=fx.Flow('Q_th_unload', bus='Fernwärme', size=1000), - capacity_in_flow_hours=fx.InvestParameters(fix_effects=20, fixed_size=30, optional=False), + capacity_in_flow_hours=fx.SizingParameters(effects_of_size=20, fixed_size=30, mandatory=True), initial_charge_state=0, # Initial storage state: empty relative_maximum_charge_state=1 / 100 * np.array([80, 70, 80, 80, 80, 80, 80, 80, 80]), relative_maximum_final_charge_state=0.8, @@ -77,18 +79,20 @@ # Heat Demand Sink: Represents a fixed heat demand profile heat_sink = fx.Sink( label='Heat Demand', - sink=fx.Flow(label='Q_th_Last', bus='Fernwärme', size=1, fixed_relative_profile=heat_demand_per_h), + inputs=[fx.Flow(label='Q_th_Last', bus='Fernwärme', size=1, fixed_relative_profile=heat_demand_per_h)], ) # Gas Source: Gas tariff source with associated costs and CO2 emissions gas_source = fx.Source( label='Gastarif', - source=fx.Flow(label='Q_Gas', bus='Gas', size=1000, effects_per_flow_hour={costs.label: 0.04, CO2.label: 0.3}), + outputs=[ + fx.Flow(label='Q_Gas', bus='Gas', size=1000, effects_per_flow_hour={costs.label: 0.04, CO2.label: 0.3}) + ], ) # Power Sink: Represents the export of electricity to the grid power_sink = fx.Sink( - label='Einspeisung', sink=fx.Flow(label='P_el', bus='Strom', effects_per_flow_hour=-1 * power_prices) + label='Einspeisung', inputs=[fx.Flow(label='P_el', bus='Strom', effects_per_flow_hour=-1 * power_prices)] ) # --- Build the Flow System --- @@ -96,7 +100,7 @@ flow_system.add_elements(costs, CO2, boiler, storage, chp, heat_sink, gas_source, power_sink) # Visualize the flow system for validation purposes - flow_system.plot_network(show=True) + flow_system.plot_network() # --- Define and Run Calculation --- # Create a calculation object to model the Flow System @@ -107,9 +111,12 @@ calculation.solve(fx.solvers.HighsSolver(mip_gap=0, time_limit_seconds=30)) # --- Analyze Results --- + # Colors are automatically assigned using default colormap + # Optional: Configure custom colors with + calculation.results.setup_colors() calculation.results['Fernwärme'].plot_node_balance_pie() calculation.results['Fernwärme'].plot_node_balance() - calculation.results['Storage'].plot_node_balance() + calculation.results['Storage'].plot_charge_state() calculation.results.plot_heatmap('CHP(Q_th)|flow_rate') # Convert the results for the storage component to a dataframe and display diff --git a/examples/02_Complex/complex_example.py b/examples/02_Complex/complex_example.py index 175211c26..49caf69f9 100644 --- a/examples/02_Complex/complex_example.py +++ b/examples/02_Complex/complex_example.py @@ -9,6 +9,8 @@ import flixopt as fx if __name__ == '__main__': + fx.CONFIG.exploring() + # --- Experiment Options --- # Configure options for testing various parameters and behaviors check_penalty = False @@ -40,8 +42,8 @@ # --- Define Effects --- # Specify effects related to costs, CO2 emissions, and primary energy consumption - Costs = fx.Effect('costs', '€', 'Kosten', is_standard=True, is_objective=True) - CO2 = fx.Effect('CO2', 'kg', 'CO2_e-Emissionen', specific_share_to_other_effects_operation={Costs.label: 0.2}) + Costs = fx.Effect('costs', '€', 'Kosten', is_standard=True, is_objective=True, share_from_temporal={'CO2': 0.2}) + CO2 = fx.Effect('CO2', 'kg', 'CO2_e-Emissionen') PE = fx.Effect('PE', 'kWh_PE', 'Primärenergie', maximum_total=3.5e3) # --- Define Components --- @@ -56,11 +58,11 @@ Q_th=fx.Flow( label='Q_th', # Thermal output bus='Fernwärme', # Linked bus - size=fx.InvestParameters( - fix_effects=1000, # Fixed investment costs + size=fx.SizingParameters( + effects_of_size=1000, # Fixed investment costs fixed_size=50, # Fixed size - optional=False, # Forced investment - specific_effects={Costs.label: 10, PE.label: 2}, # Specific costs + mandatory=True, # Forced investment + effects_per_size={Costs.label: 10, PE.label: 2}, # Specific costs ), load_factor_max=1.0, # Maximum load factor (50 kW) load_factor_min=0.1, # Minimum load factor (5 kW) @@ -72,9 +74,8 @@ on_hours_total_min=0, # Minimum operating hours on_hours_total_max=1000, # Maximum operating hours consecutive_on_hours_max=10, # Max consecutive operating hours - consecutive_on_hours_min=np.array( - [1, 1, 1, 1, 1, 2, 2, 2, 2] - ), # min consecutive operation hoursconsecutive_off_hours_max=10, # Max consecutive off hours + consecutive_on_hours_min=np.array([1, 1, 1, 1, 1, 2, 2, 2, 2]), # min consecutive operation hours + consecutive_off_hours_max=10, # Max consecutive off hours effects_per_switch_on=0.01, # Cost per switch-on switch_on_total_max=1000, # Max number of starts ), @@ -129,9 +130,9 @@ 'Speicher', charging=fx.Flow('Q_th_load', bus='Fernwärme', size=1e4), discharging=fx.Flow('Q_th_unload', bus='Fernwärme', size=1e4), - capacity_in_flow_hours=fx.InvestParameters( - piecewise_effects=segmented_investment_effects, # Investment effects - optional=False, # Forced investment + capacity_in_flow_hours=fx.SizingParameters( + piecewise_effects_per_size=segmented_investment_effects, # Investment effects + mandatory=True, # Forced investment minimum_size=0, maximum_size=1000, # Optimizing between 0 and 1000 kWh ), @@ -147,33 +148,39 @@ # 5.a) Heat demand profile Waermelast = fx.Sink( 'Wärmelast', - sink=fx.Flow( - 'Q_th_Last', # Heat sink - bus='Fernwärme', # Linked bus - size=1, - fixed_relative_profile=heat_demand, # Fixed demand profile - ), + inputs=[ + fx.Flow( + 'Q_th_Last', # Heat sink + bus='Fernwärme', # Linked bus + size=1, + fixed_relative_profile=heat_demand, # Fixed demand profile + ) + ], ) # 5.b) Gas tariff Gasbezug = fx.Source( 'Gastarif', - source=fx.Flow( - 'Q_Gas', - bus='Gas', # Gas source - size=1000, # Nominal size - effects_per_flow_hour={Costs.label: 0.04, CO2.label: 0.3}, - ), + outputs=[ + fx.Flow( + 'Q_Gas', + bus='Gas', # Gas source + size=1000, # Nominal size + effects_per_flow_hour={Costs.label: 0.04, CO2.label: 0.3}, + ) + ], ) # 5.c) Feed-in of electricity Stromverkauf = fx.Sink( 'Einspeisung', - sink=fx.Flow( - 'P_el', - bus='Strom', # Feed-in tariff for electricity - effects_per_flow_hour=-1 * electricity_price, # Negative price for feed-in - ), + inputs=[ + fx.Flow( + 'P_el', + bus='Strom', # Feed-in tariff for electricity + effects_per_flow_hour=-1 * electricity_price, # Negative price for feed-in + ) + ], ) # --- Build FlowSystem --- @@ -182,7 +189,10 @@ flow_system.add_elements(bhkw_2) if use_chp_with_piecewise_conversion else flow_system.add_elements(bhkw) pprint(flow_system) # Get a string representation of the FlowSystem - flow_system.start_network_app() # Start the network app. DOes only work with extra dependencies installed + try: + flow_system.start_network_app() # Start the network app + except ImportError as e: + print(f'Network app requires extra dependencies: {e}') # --- Solve FlowSystem --- calculation = fx.FullCalculation('complex example', flow_system, time_indices) diff --git a/examples/02_Complex/complex_example_results.py b/examples/02_Complex/complex_example_results.py index 3be201ae8..96191c4d8 100644 --- a/examples/02_Complex/complex_example_results.py +++ b/examples/02_Complex/complex_example_results.py @@ -5,6 +5,8 @@ import flixopt as fx if __name__ == '__main__': + fx.CONFIG.exploring() + # --- Load Results --- try: results = fx.results.CalculationResults.from_file('results', 'complex example') @@ -16,14 +18,15 @@ ) from e # --- Basic overview --- - results.plot_network(show=True) + results.plot_network() results['Fernwärme'].plot_node_balance() # --- Detailed Plots --- # In depth plot for individual flow rates ('__' is used as the delimiter between Component and Flow results.plot_heatmap('Wärmelast(Q_th_Last)|flow_rate') - for flow_rate in results['BHKW2'].inputs + results['BHKW2'].outputs: - results.plot_heatmap(flow_rate) + for bus in results.buses.values(): + bus.plot_node_balance_pie(show=False, save=f'results/{bus.label}--pie.html') + bus.plot_node_balance(show=False, save=f'results/{bus.label}--balance.html') # --- Plotting internal variables manually --- results.plot_heatmap('BHKW2(Q_th)|on') diff --git a/examples/03_Calculation_types/example_calculation_types.py b/examples/03_Calculation_types/example_calculation_types.py index 7248c87ad..e339c1c24 100644 --- a/examples/03_Calculation_types/example_calculation_types.py +++ b/examples/03_Calculation_types/example_calculation_types.py @@ -11,6 +11,8 @@ import flixopt as fx if __name__ == '__main__': + fx.CONFIG.exploring() + # Calculation Types full, segmented, aggregated = True, True, True @@ -30,8 +32,10 @@ excess_penalty = 1e5 # or set to None if not needed # Data Import - data_import = pd.read_csv(pathlib.Path('Zeitreihen2020.csv'), index_col=0).sort_index() - filtered_data = data_import['2020-01-01':'2020-01-02 23:45:00'] + data_import = pd.read_csv( + pathlib.Path(__file__).parent.parent / 'resources' / 'Zeitreihen2020.csv', index_col=0 + ).sort_index() + filtered_data = data_import['2020-01-01':'2020-01-07 23:45:00'] # filtered_data = data_import[0:500] # Alternatively filter by index filtered_data.index = pd.to_datetime(filtered_data.index) @@ -46,7 +50,7 @@ # TimeSeriesData objects TS_heat_demand = fx.TimeSeriesData(heat_demand) TS_electricity_demand = fx.TimeSeriesData(electricity_demand, aggregation_weight=0.7) - TS_electricity_price_sell = fx.TimeSeriesData(-(electricity_demand - 0.5), aggregation_group='p_el') + TS_electricity_price_sell = fx.TimeSeriesData(-(electricity_price - 0.5), aggregation_group='p_el') TS_electricity_price_buy = fx.TimeSeriesData(electricity_price + 0.5, aggregation_group='p_el') flow_system = fx.FlowSystem(timesteps) @@ -108,36 +112,43 @@ # 4. Sinks and Sources # Heat Load Profile a_waermelast = fx.Sink( - 'Wärmelast', sink=fx.Flow('Q_th_Last', bus='Fernwärme', size=1, fixed_relative_profile=TS_heat_demand) + 'Wärmelast', inputs=[fx.Flow('Q_th_Last', bus='Fernwärme', size=1, fixed_relative_profile=TS_heat_demand)] ) # Electricity Feed-in a_strom_last = fx.Sink( - 'Stromlast', sink=fx.Flow('P_el_Last', bus='Strom', size=1, fixed_relative_profile=TS_electricity_demand) + 'Stromlast', inputs=[fx.Flow('P_el_Last', bus='Strom', size=1, fixed_relative_profile=TS_electricity_demand)] ) # Gas Tariff a_gas_tarif = fx.Source( 'Gastarif', - source=fx.Flow('Q_Gas', bus='Gas', size=1000, effects_per_flow_hour={costs.label: gas_price, CO2.label: 0.3}), + outputs=[ + fx.Flow('Q_Gas', bus='Gas', size=1000, effects_per_flow_hour={costs.label: gas_price, CO2.label: 0.3}) + ], ) # Coal Tariff a_kohle_tarif = fx.Source( 'Kohletarif', - source=fx.Flow('Q_Kohle', bus='Kohle', size=1000, effects_per_flow_hour={costs.label: 4.6, CO2.label: 0.3}), + outputs=[fx.Flow('Q_Kohle', bus='Kohle', size=1000, effects_per_flow_hour={costs.label: 4.6, CO2.label: 0.3})], ) # Electricity Tariff and Feed-in a_strom_einspeisung = fx.Sink( - 'Einspeisung', sink=fx.Flow('P_el', bus='Strom', size=1000, effects_per_flow_hour=TS_electricity_price_sell) + 'Einspeisung', inputs=[fx.Flow('P_el', bus='Strom', size=1000, effects_per_flow_hour=TS_electricity_price_sell)] ) a_strom_tarif = fx.Source( 'Stromtarif', - source=fx.Flow( - 'P_el', bus='Strom', size=1000, effects_per_flow_hour={costs.label: TS_electricity_price_buy, CO2: 0.3} - ), + outputs=[ + fx.Flow( + 'P_el', + bus='Strom', + size=1000, + effects_per_flow_hour={costs.label: TS_electricity_price_buy, CO2.label: 0.3}, + ) + ], ) # Flow System Setup @@ -153,7 +164,7 @@ a_kwk, a_speicher, ) - flow_system.plot_network(controls=False, show=True) + flow_system.plot_network() # Calculations calculations: list[fx.FullCalculation | fx.AggregatedCalculation | fx.SegmentedCalculation] = [] @@ -190,36 +201,39 @@ def get_solutions(calcs: list, variable: str) -> xr.Dataset: # --- Plotting for comparison --- fx.plotting.with_plotly( - get_solutions(calculations, 'Speicher|charge_state').to_dataframe(), - style='line', + get_solutions(calculations, 'Speicher|charge_state'), + mode='line', title='Charge State Comparison', ylabel='Charge state', + xlabel='Time in h', ).write_html('results/Charge State.html') fx.plotting.with_plotly( - get_solutions(calculations, 'BHKW2(Q_th)|flow_rate').to_dataframe(), - style='line', + get_solutions(calculations, 'BHKW2(Q_th)|flow_rate'), + mode='line', title='BHKW2(Q_th) Flow Rate Comparison', ylabel='Flow rate', + xlabel='Time in h', ).write_html('results/BHKW2 Thermal Power.html') fx.plotting.with_plotly( - get_solutions(calculations, 'costs(operation)|total_per_timestep').to_dataframe(), - style='line', + get_solutions(calculations, 'costs(temporal)|per_timestep'), + mode='line', title='Operation Cost Comparison', ylabel='Costs [€]', + xlabel='Time in h', ).write_html('results/Operation Costs.html') fx.plotting.with_plotly( - pd.DataFrame(get_solutions(calculations, 'costs(operation)|total_per_timestep').to_dataframe().sum()).T, - style='stacked_bar', + get_solutions(calculations, 'costs(temporal)|per_timestep').sum('time'), + mode='stacked_bar', title='Total Cost Comparison', ylabel='Costs [€]', ).update_layout(barmode='group').write_html('results/Total Costs.html') fx.plotting.with_plotly( - pd.DataFrame([calc.durations for calc in calculations], index=[calc.name for calc in calculations]), - 'stacked_bar', + pd.DataFrame([calc.durations for calc in calculations], index=[calc.name for calc in calculations]).to_xarray(), + mode='stacked_bar', ).update_layout(title='Duration Comparison', xaxis_title='Calculation type', yaxis_title='Time (s)').write_html( 'results/Speed Comparison.html' ) diff --git a/examples/04_Scenarios/scenario_example.py b/examples/04_Scenarios/scenario_example.py index f675211e8..c39d2f1e4 100644 --- a/examples/04_Scenarios/scenario_example.py +++ b/examples/04_Scenarios/scenario_example.py @@ -8,20 +8,82 @@ import flixopt as fx if __name__ == '__main__': - # Create datetime array starting from '2020-01-01' for the given time period - timesteps = pd.date_range('2020-01-01', periods=9, freq='h') + fx.CONFIG.exploring() + + # Create datetime array starting from '2020-01-01' for one week + timesteps = pd.date_range('2020-01-01', periods=24 * 7, freq='h') scenarios = pd.Index(['Base Case', 'High Demand']) - years = pd.Index([2020, 2021, 2022]) + periods = pd.Index([2020, 2021, 2022]) # --- Create Time Series Data --- - # Heat demand profile (e.g., kW) over time and corresponding power prices - heat_demand_per_h = pd.DataFrame( - {'Base Case': [30, 0, 90, 110, 110, 20, 20, 20, 20], 'High Demand': [30, 0, 100, 118, 125, 20, 20, 20, 20]}, - index=timesteps, + # Realistic daily patterns: morning/evening peaks, night/midday lows + np.random.seed(42) + n_hours = len(timesteps) + + # Heat demand: 24-hour patterns (kW) for Base Case and High Demand scenarios + base_daily_pattern = np.array( + [22, 20, 18, 18, 20, 25, 40, 70, 95, 110, 85, 65, 60, 58, 62, 68, 75, 88, 105, 125, 130, 122, 95, 35] + ) + high_daily_pattern = np.array( + [28, 25, 22, 22, 24, 30, 52, 88, 118, 135, 105, 80, 75, 72, 75, 82, 92, 108, 128, 148, 155, 145, 115, 48] + ) + + # Tile and add variation + base_demand = np.tile(base_daily_pattern, n_hours // 24 + 1)[:n_hours] * ( + 1 + np.random.uniform(-0.05, 0.05, n_hours) + ) + high_demand = np.tile(high_daily_pattern, n_hours // 24 + 1)[:n_hours] * ( + 1 + np.random.uniform(-0.07, 0.07, n_hours) + ) + + heat_demand_per_h = pd.DataFrame({'Base Case': base_demand, 'High Demand': high_demand}, index=timesteps) + + # Power prices: hourly factors (night low, peak high) and period escalation (2020-2022) + hourly_price_factors = np.array( + [ + 0.70, + 0.65, + 0.62, + 0.60, + 0.62, + 0.70, + 0.95, + 1.15, + 1.30, + 1.25, + 1.10, + 1.00, + 0.95, + 0.90, + 0.88, + 0.92, + 1.00, + 1.10, + 1.25, + 1.40, + 1.35, + 1.20, + 0.95, + 0.80, + ] ) - power_prices = np.array([0.08, 0.09, 0.10]) + period_base_prices = np.array([0.075, 0.095, 0.135]) # €/kWh for 2020, 2021, 2022 - flow_system = fx.FlowSystem(timesteps=timesteps, years=years, scenarios=scenarios, weights=np.array([0.5, 0.6])) + price_series = np.zeros((n_hours, 3)) + for period_idx, base_price in enumerate(period_base_prices): + price_series[:, period_idx] = ( + np.tile(hourly_price_factors, n_hours // 24 + 1)[:n_hours] + * base_price + * (1 + np.random.uniform(-0.03, 0.03, n_hours)) + ) + + power_prices = price_series.mean(axis=0) + + # Scenario weights: probability of each scenario occurring + # Base Case: 60% probability, High Demand: 40% probability + scenario_weights = np.array([0.6, 0.4]) + + flow_system = fx.FlowSystem(timesteps=timesteps, periods=periods, scenarios=scenarios, weights=scenario_weights) # --- Define Energy Buses --- # These represent nodes, where the used medias are balanced (electricity, heat, and gas) @@ -35,22 +97,24 @@ description='Kosten', is_standard=True, # standard effect: no explicit value needed for costs is_objective=True, # Minimizing costs as the optimization objective + share_from_temporal={'CO2': 0.2}, # Carbon price: 0.2 €/kg CO2 (e.g., carbon tax) ) - # CO2 emissions effect with an associated cost impact + # CO2 emissions effect with constraint + # Maximum of 1000 kg CO2/hour represents a regulatory or voluntary emissions limit CO2 = fx.Effect( label='CO2', unit='kg', description='CO2_e-Emissionen', - specific_share_to_other_effects_operation={costs.label: 0.2}, - maximum_operation_per_hour=1000, # Max CO2 emissions per hour + maximum_per_hour=1000, # Regulatory emissions limit: 1000 kg CO2/hour ) # --- Define Flow System Components --- # Boiler: Converts fuel (gas) into thermal energy (heat) + # Modern condensing gas boiler with realistic efficiency boiler = fx.linear_converters.Boiler( label='Boiler', - eta=0.5, + eta=0.92, # Realistic efficiency for modern condensing gas boiler (92%) Q_th=fx.Flow( label='Q_th', bus='Fernwärme', @@ -63,45 +127,60 @@ ) # Combined Heat and Power (CHP): Generates both electricity and heat from fuel + # Modern CHP unit with realistic efficiencies (total efficiency ~88%) chp = fx.linear_converters.CHP( label='CHP', - eta_th=0.5, - eta_el=0.4, + eta_th=0.48, # Realistic thermal efficiency (48%) + eta_el=0.40, # Realistic electrical efficiency (40%) P_el=fx.Flow('P_el', bus='Strom', size=60, relative_minimum=5 / 60, on_off_parameters=fx.OnOffParameters()), Q_th=fx.Flow('Q_th', bus='Fernwärme'), Q_fu=fx.Flow('Q_fu', bus='Gas'), ) - # Storage: Energy storage system with charging and discharging capabilities + # Storage: Thermal energy storage system with charging and discharging capabilities + # Realistic thermal storage parameters (e.g., insulated hot water tank) storage = fx.Storage( label='Storage', charging=fx.Flow('Q_th_load', bus='Fernwärme', size=1000), discharging=fx.Flow('Q_th_unload', bus='Fernwärme', size=1000), - capacity_in_flow_hours=fx.InvestParameters(fix_effects=20, fixed_size=30, optional=False), + capacity_in_flow_hours=fx.SizingParameters(effects_of_size=20, fixed_size=30, mandatory=True), initial_charge_state=0, # Initial storage state: empty - relative_maximum_charge_state=np.array([80, 70, 80, 80, 80, 80, 80, 80, 80]) * 0.01, - relative_maximum_final_charge_state=0.8, - eta_charge=0.9, - eta_discharge=1, # Efficiency factors for charging/discharging - relative_loss_per_hour=0.08, # 8% loss per hour. Absolute loss depends on current charge state + relative_maximum_final_charge_state=np.array([0.8, 0.5, 0.1]), + eta_charge=0.95, # Realistic charging efficiency (~95%) + eta_discharge=0.98, # Realistic discharging efficiency (~98%) + relative_loss_per_hour=np.array([0.008, 0.015]), # Realistic thermal losses: 0.8-1.5% per hour prevent_simultaneous_charge_and_discharge=True, # Prevent charging and discharging at the same time ) # Heat Demand Sink: Represents a fixed heat demand profile heat_sink = fx.Sink( label='Heat Demand', - sink=fx.Flow(label='Q_th_Last', bus='Fernwärme', size=1, fixed_relative_profile=heat_demand_per_h), + inputs=[fx.Flow(label='Q_th_Last', bus='Fernwärme', size=1, fixed_relative_profile=heat_demand_per_h)], ) # Gas Source: Gas tariff source with associated costs and CO2 emissions + # Realistic gas prices varying by period (reflecting 2020-2022 energy crisis) + # 2020: 0.04 €/kWh, 2021: 0.06 €/kWh, 2022: 0.11 €/kWh + gas_prices_per_period = np.array([0.04, 0.06, 0.11]) + + # CO2 emissions factor for natural gas: ~0.202 kg CO2/kWh (realistic value) + gas_co2_emissions = 0.202 + gas_source = fx.Source( label='Gastarif', - source=fx.Flow(label='Q_Gas', bus='Gas', size=1000, effects_per_flow_hour={costs.label: 0.04, CO2.label: 0.3}), + outputs=[ + fx.Flow( + label='Q_Gas', + bus='Gas', + size=1000, + effects_per_flow_hour={costs.label: gas_prices_per_period, CO2.label: gas_co2_emissions}, + ) + ], ) # Power Sink: Represents the export of electricity to the grid power_sink = fx.Sink( - label='Einspeisung', sink=fx.Flow(label='P_el', bus='Strom', effects_per_flow_hour=-1 * power_prices) + label='Einspeisung', inputs=[fx.Flow(label='P_el', bus='Strom', effects_per_flow_hour=-1 * power_prices)] ) # --- Build the Flow System --- @@ -109,7 +188,7 @@ flow_system.add_elements(costs, CO2, boiler, storage, chp, heat_sink, gas_source, power_sink) # Visualize the flow system for validation purposes - flow_system.plot_network(show=True) + flow_system.plot_network() # --- Define and Run Calculation --- # Create a calculation object to model the Flow System @@ -119,19 +198,25 @@ # --- Solve the Calculation and Save Results --- calculation.solve(fx.solvers.HighsSolver(mip_gap=0, time_limit_seconds=30)) + calculation.results.setup_colors( + { + 'CHP': 'red', + 'Greys': ['Gastarif', 'Einspeisung', 'Heat Demand'], + 'Storage': 'blue', + 'Boiler': 'orange', + } + ) + calculation.results.plot_heatmap('CHP(Q_th)|flow_rate') # --- Analyze Results --- - calculation.results['Fernwärme'].plot_node_balance_pie() - calculation.results['Fernwärme'].plot_node_balance(style='stacked_bar') - calculation.results['Storage'].plot_node_balance() + calculation.results['Fernwärme'].plot_node_balance(mode='stacked_bar') calculation.results.plot_heatmap('CHP(Q_th)|flow_rate') + calculation.results['Storage'].plot_charge_state() + calculation.results['Fernwärme'].plot_node_balance_pie(select={'period': 2020, 'scenario': 'Base Case'}) # Convert the results for the storage component to a dataframe and display df = calculation.results['Storage'].node_balance_with_charge_state() - print(df) - calculation.results['Storage'].plot_charge_state(engine='matplotlib') # Save results to file for later usage calculation.results.to_file() - fig, ax = calculation.results['Storage'].plot_charge_state(engine='matplotlib') diff --git a/examples/05_Two-stage-optimization/Zeitreihen2020.csv b/examples/05_Two-stage-optimization/Zeitreihen2020.csv deleted file mode 100644 index 9b660ef9c..000000000 --- a/examples/05_Two-stage-optimization/Zeitreihen2020.csv +++ /dev/null @@ -1,35137 +0,0 @@ -Zeit,P_Netz/MW,Q_Netz/MW,Strompr.€/MWh,Gaspr.€/MWh -2020-01-01 00:00:00,58.39,127.059,7.461,32.459 -2020-01-01 00:15:00,58.36,122.156,7.461,32.459 -2020-01-01 00:30:00,58.11,124.412,7.461,32.459 -2020-01-01 00:45:00,57.71,127.713,7.461,32.459 -2020-01-01 01:00:00,55.53,130.69899999999998,2.65,32.459 -2020-01-01 01:15:00,56.24,132.166,2.65,32.459 -2020-01-01 01:30:00,55.17,132.394,2.65,32.459 -2020-01-01 01:45:00,54.5,132.431,2.65,32.459 -2020-01-01 02:00:00,52.95,134.403,-2.949,32.459 -2020-01-01 02:15:00,51.75,134.755,-2.949,32.459 -2020-01-01 02:30:00,50.7,135.631,-2.949,32.459 -2020-01-01 02:45:00,50.33,138.345,-2.949,32.459 -2020-01-01 03:00:00,47.11,141.071,-3.2680000000000002,32.459 -2020-01-01 03:15:00,49.35,141.319,-3.2680000000000002,32.459 -2020-01-01 03:30:00,48.33,143.024,-3.2680000000000002,32.459 -2020-01-01 03:45:00,48.73,144.697,-3.2680000000000002,32.459 -2020-01-01 04:00:00,46.6,152.569,-3.2680000000000002,32.459 -2020-01-01 04:15:00,47.33,160.688,-3.2680000000000002,32.459 -2020-01-01 04:30:00,47.5,161.673,-3.2680000000000002,32.459 -2020-01-01 04:45:00,48.62,163.165,-3.2680000000000002,32.459 -2020-01-01 05:00:00,49.18,176.398,-3.2680000000000002,32.459 -2020-01-01 05:15:00,50.0,184.233,-3.2680000000000002,32.459 -2020-01-01 05:30:00,50.1,181.12,-3.2680000000000002,32.459 -2020-01-01 05:45:00,50.36,179.642,-3.2680000000000002,32.459 -2020-01-01 06:00:00,50.32,196.364,-3.2680000000000002,32.459 -2020-01-01 06:15:00,50.22,215.918,-3.2680000000000002,32.459 -2020-01-01 06:30:00,52.17,211.0,-3.2680000000000002,32.459 -2020-01-01 06:45:00,54.2,206.111,-3.2680000000000002,32.459 -2020-01-01 07:00:00,55.6,202.635,-3.2680000000000002,32.459 -2020-01-01 07:15:00,55.35,207.093,-3.2680000000000002,32.459 -2020-01-01 07:30:00,55.44,211.667,-3.2680000000000002,32.459 -2020-01-01 07:45:00,55.15,215.882,-3.2680000000000002,32.459 -2020-01-01 08:00:00,56.21,219.793,-2.146,32.459 -2020-01-01 08:15:00,55.94,223.388,-2.146,32.459 -2020-01-01 08:30:00,58.2,226.081,-2.146,32.459 -2020-01-01 08:45:00,56.11,227.016,-2.146,32.459 -2020-01-01 09:00:00,61.62,222.30700000000002,1.7519999999999998,32.459 -2020-01-01 09:15:00,63.5,221.018,1.7519999999999998,32.459 -2020-01-01 09:30:00,64.24,219.09,1.7519999999999998,32.459 -2020-01-01 09:45:00,64.02,215.80700000000002,1.7519999999999998,32.459 -2020-01-01 10:00:00,61.38,212.231,4.19,32.459 -2020-01-01 10:15:00,62.05,209.50099999999998,4.19,32.459 -2020-01-01 10:30:00,61.84,206.963,4.19,32.459 -2020-01-01 10:45:00,65.9,204.111,4.19,32.459 -2020-01-01 11:00:00,67.33,203.37599999999998,5.517,32.459 -2020-01-01 11:15:00,68.34,200.575,5.517,32.459 -2020-01-01 11:30:00,67.43,198.755,5.517,32.459 -2020-01-01 11:45:00,68.73,197.22099999999998,5.517,32.459 -2020-01-01 12:00:00,74.2,191.555,4.27,32.459 -2020-01-01 12:15:00,69.91,191.37,4.27,32.459 -2020-01-01 12:30:00,68.83,190.28799999999998,4.27,32.459 -2020-01-01 12:45:00,70.01,189.851,4.27,32.459 -2020-01-01 13:00:00,69.02,188.09599999999998,3.484,32.459 -2020-01-01 13:15:00,68.68,189.604,3.484,32.459 -2020-01-01 13:30:00,68.45,188.61,3.484,32.459 -2020-01-01 13:45:00,68.18,188.303,3.484,32.459 -2020-01-01 14:00:00,68.94,187.555,2.523,32.459 -2020-01-01 14:15:00,66.1,188.747,2.523,32.459 -2020-01-01 14:30:00,70.61,189.53099999999998,2.523,32.459 -2020-01-01 14:45:00,70.58,189.93,2.523,32.459 -2020-01-01 15:00:00,73.81,189.581,5.667999999999999,32.459 -2020-01-01 15:15:00,69.6,191.454,5.667999999999999,32.459 -2020-01-01 15:30:00,68.66,194.55599999999998,5.667999999999999,32.459 -2020-01-01 15:45:00,71.32,197.227,5.667999999999999,32.459 -2020-01-01 16:00:00,73.3,197.49900000000002,12.109000000000002,32.459 -2020-01-01 16:15:00,77.24,199.38099999999997,12.109000000000002,32.459 -2020-01-01 16:30:00,83.2,202.511,12.109000000000002,32.459 -2020-01-01 16:45:00,86.91,205.047,12.109000000000002,32.459 -2020-01-01 17:00:00,89.85,207.06099999999998,22.824,32.459 -2020-01-01 17:15:00,90.61,208.69799999999998,22.824,32.459 -2020-01-01 17:30:00,92.03,209.25099999999998,22.824,32.459 -2020-01-01 17:45:00,93.49,210.672,22.824,32.459 -2020-01-01 18:00:00,95.17,211.632,21.656,32.459 -2020-01-01 18:15:00,94.51,211.645,21.656,32.459 -2020-01-01 18:30:00,93.87,209.94,21.656,32.459 -2020-01-01 18:45:00,93.48,208.489,21.656,32.459 -2020-01-01 19:00:00,92.14,209.826,19.749000000000002,32.459 -2020-01-01 19:15:00,90.85,207.487,19.749000000000002,32.459 -2020-01-01 19:30:00,89.81,204.959,19.749000000000002,32.459 -2020-01-01 19:45:00,88.14,202.29,19.749000000000002,32.459 -2020-01-01 20:00:00,84.73,200.835,24.274,32.459 -2020-01-01 20:15:00,83.37,197.709,24.274,32.459 -2020-01-01 20:30:00,82.23,194.57299999999998,24.274,32.459 -2020-01-01 20:45:00,80.34,191.52200000000002,24.274,32.459 -2020-01-01 21:00:00,78.43,188.843,23.044,32.459 -2020-01-01 21:15:00,77.95,186.56099999999998,23.044,32.459 -2020-01-01 21:30:00,77.04,186.183,23.044,32.459 -2020-01-01 21:45:00,76.57,184.824,23.044,32.459 -2020-01-01 22:00:00,72.56,178.928,25.155,32.459 -2020-01-01 22:15:00,72.48,174.81799999999998,25.155,32.459 -2020-01-01 22:30:00,70.04,170.76,25.155,32.459 -2020-01-01 22:45:00,67.68,167.32,25.155,32.459 -2020-01-01 23:00:00,59.3,159.845,20.101,32.459 -2020-01-01 23:15:00,63.51,156.17700000000002,20.101,32.459 -2020-01-01 23:30:00,61.08,153.764,20.101,32.459 -2020-01-01 23:45:00,60.81,150.845,20.101,32.459 -2020-01-02 00:00:00,72.56,131.099,38.399,32.641 -2020-01-02 00:15:00,75.51,130.822,38.399,32.641 -2020-01-02 00:30:00,76.2,132.15,38.399,32.641 -2020-01-02 00:45:00,79.94,133.753,38.399,32.641 -2020-01-02 01:00:00,76.22,136.549,36.94,32.641 -2020-01-02 01:15:00,75.52,136.971,36.94,32.641 -2020-01-02 01:30:00,69.71,137.433,36.94,32.641 -2020-01-02 01:45:00,72.15,137.96200000000002,36.94,32.641 -2020-01-02 02:00:00,68.46,139.933,35.275,32.641 -2020-01-02 02:15:00,68.93,141.73,35.275,32.641 -2020-01-02 02:30:00,69.13,142.344,35.275,32.641 -2020-01-02 02:45:00,71.05,144.38,35.275,32.641 -2020-01-02 03:00:00,77.24,147.17700000000002,35.329,32.641 -2020-01-02 03:15:00,78.88,148.17700000000002,35.329,32.641 -2020-01-02 03:30:00,79.6,150.07,35.329,32.641 -2020-01-02 03:45:00,73.47,151.487,35.329,32.641 -2020-01-02 04:00:00,71.66,163.75,36.275,32.641 -2020-01-02 04:15:00,72.6,175.77599999999998,36.275,32.641 -2020-01-02 04:30:00,74.43,178.856,36.275,32.641 -2020-01-02 04:45:00,76.31,181.783,36.275,32.641 -2020-01-02 05:00:00,80.9,217.042,42.193999999999996,32.641 -2020-01-02 05:15:00,83.91,245.78799999999998,42.193999999999996,32.641 -2020-01-02 05:30:00,88.55,241.4,42.193999999999996,32.641 -2020-01-02 05:45:00,92.98,234.083,42.193999999999996,32.641 -2020-01-02 06:00:00,101.92,230.607,56.422,32.641 -2020-01-02 06:15:00,106.02,236.44099999999997,56.422,32.641 -2020-01-02 06:30:00,110.67,239.31400000000002,56.422,32.641 -2020-01-02 06:45:00,115.36,243.33,56.422,32.641 -2020-01-02 07:00:00,121.21,242.197,72.569,32.641 -2020-01-02 07:15:00,125.44,247.68200000000002,72.569,32.641 -2020-01-02 07:30:00,127.04,250.858,72.569,32.641 -2020-01-02 07:45:00,129.3,252.55900000000003,72.569,32.641 -2020-01-02 08:00:00,131.83,251.364,67.704,32.641 -2020-01-02 08:15:00,129.92,251.618,67.704,32.641 -2020-01-02 08:30:00,130.03,249.708,67.704,32.641 -2020-01-02 08:45:00,129.65,246.764,67.704,32.641 -2020-01-02 09:00:00,130.4,240.053,63.434,32.641 -2020-01-02 09:15:00,132.18,236.87900000000002,63.434,32.641 -2020-01-02 09:30:00,133.68,234.63099999999997,63.434,32.641 -2020-01-02 09:45:00,133.99,231.472,63.434,32.641 -2020-01-02 10:00:00,133.44,226.187,61.88399999999999,32.641 -2020-01-02 10:15:00,135.64,221.955,61.88399999999999,32.641 -2020-01-02 10:30:00,134.92,218.68400000000003,61.88399999999999,32.641 -2020-01-02 10:45:00,136.65,216.98,61.88399999999999,32.641 -2020-01-02 11:00:00,136.01,214.97299999999998,61.481,32.641 -2020-01-02 11:15:00,135.6,213.702,61.481,32.641 -2020-01-02 11:30:00,135.49,212.15200000000002,61.481,32.641 -2020-01-02 11:45:00,136.56,210.945,61.481,32.641 -2020-01-02 12:00:00,136.24,205.8,59.527,32.641 -2020-01-02 12:15:00,135.89,205.143,59.527,32.641 -2020-01-02 12:30:00,133.92,205.12400000000002,59.527,32.641 -2020-01-02 12:45:00,134.1,205.96099999999998,59.527,32.641 -2020-01-02 13:00:00,130.94,204.35,58.794,32.641 -2020-01-02 13:15:00,129.98,203.88099999999997,58.794,32.641 -2020-01-02 13:30:00,129.31,203.575,58.794,32.641 -2020-01-02 13:45:00,127.59,203.519,58.794,32.641 -2020-01-02 14:00:00,126.5,202.428,60.32,32.641 -2020-01-02 14:15:00,129.81,203.06900000000002,60.32,32.641 -2020-01-02 14:30:00,128.98,203.95,60.32,32.641 -2020-01-02 14:45:00,127.66,204.167,60.32,32.641 -2020-01-02 15:00:00,131.69,205.303,62.52,32.641 -2020-01-02 15:15:00,134.08,205.93900000000002,62.52,32.641 -2020-01-02 15:30:00,130.49,208.357,62.52,32.641 -2020-01-02 15:45:00,132.71,210.109,62.52,32.641 -2020-01-02 16:00:00,134.12,210.895,64.199,32.641 -2020-01-02 16:15:00,134.79,212.476,64.199,32.641 -2020-01-02 16:30:00,137.68,215.345,64.199,32.641 -2020-01-02 16:45:00,138.3,216.87599999999998,64.199,32.641 -2020-01-02 17:00:00,141.23,219.28900000000002,68.19800000000001,32.641 -2020-01-02 17:15:00,140.55,219.918,68.19800000000001,32.641 -2020-01-02 17:30:00,141.63,220.68200000000002,68.19800000000001,32.641 -2020-01-02 17:45:00,141.55,220.424,68.19800000000001,32.641 -2020-01-02 18:00:00,140.02,221.84400000000002,67.899,32.641 -2020-01-02 18:15:00,138.28,218.955,67.899,32.641 -2020-01-02 18:30:00,137.19,217.683,67.899,32.641 -2020-01-02 18:45:00,137.6,217.707,67.899,32.641 -2020-01-02 19:00:00,134.26,217.453,64.72399999999999,32.641 -2020-01-02 19:15:00,133.22,213.481,64.72399999999999,32.641 -2020-01-02 19:30:00,134.64,210.797,64.72399999999999,32.641 -2020-01-02 19:45:00,136.88,207.28599999999997,64.72399999999999,32.641 -2020-01-02 20:00:00,130.24,203.518,64.062,32.641 -2020-01-02 20:15:00,119.33,197.062,64.062,32.641 -2020-01-02 20:30:00,118.31,192.979,64.062,32.641 -2020-01-02 20:45:00,112.7,191.03099999999998,64.062,32.641 -2020-01-02 21:00:00,107.44,188.12900000000002,57.971000000000004,32.641 -2020-01-02 21:15:00,112.86,185.61900000000003,57.971000000000004,32.641 -2020-01-02 21:30:00,111.93,183.535,57.971000000000004,32.641 -2020-01-02 21:45:00,108.29,181.894,57.971000000000004,32.641 -2020-01-02 22:00:00,98.52,174.86,53.715,32.641 -2020-01-02 22:15:00,94.85,168.98,53.715,32.641 -2020-01-02 22:30:00,98.1,155.042,53.715,32.641 -2020-01-02 22:45:00,96.62,146.733,53.715,32.641 -2020-01-02 23:00:00,92.22,140.148,47.8,32.641 -2020-01-02 23:15:00,84.12,138.344,47.8,32.641 -2020-01-02 23:30:00,79.31,138.518,47.8,32.641 -2020-01-02 23:45:00,83.54,137.971,47.8,32.641 -2020-01-03 00:00:00,83.23,130.233,43.656000000000006,32.641 -2020-01-03 00:15:00,82.94,130.13299999999998,43.656000000000006,32.641 -2020-01-03 00:30:00,78.25,131.279,43.656000000000006,32.641 -2020-01-03 00:45:00,76.9,132.954,43.656000000000006,32.641 -2020-01-03 01:00:00,71.11,135.453,41.263000000000005,32.641 -2020-01-03 01:15:00,78.36,136.91899999999998,41.263000000000005,32.641 -2020-01-03 01:30:00,78.99,137.079,41.263000000000005,32.641 -2020-01-03 01:45:00,77.55,137.732,41.263000000000005,32.641 -2020-01-03 02:00:00,71.19,139.738,40.799,32.641 -2020-01-03 02:15:00,72.17,141.41299999999998,40.799,32.641 -2020-01-03 02:30:00,74.79,142.542,40.799,32.641 -2020-01-03 02:45:00,78.06,144.681,40.799,32.641 -2020-01-03 03:00:00,76.51,146.311,41.398,32.641 -2020-01-03 03:15:00,74.89,148.47,41.398,32.641 -2020-01-03 03:30:00,79.0,150.364,41.398,32.641 -2020-01-03 03:45:00,77.85,152.072,41.398,32.641 -2020-01-03 04:00:00,73.23,164.549,42.38,32.641 -2020-01-03 04:15:00,74.31,176.43200000000002,42.38,32.641 -2020-01-03 04:30:00,74.97,179.67700000000002,42.38,32.641 -2020-01-03 04:45:00,78.19,181.39700000000002,42.38,32.641 -2020-01-03 05:00:00,82.49,215.25400000000002,46.181000000000004,32.641 -2020-01-03 05:15:00,85.31,245.535,46.181000000000004,32.641 -2020-01-03 05:30:00,88.01,242.33599999999998,46.181000000000004,32.641 -2020-01-03 05:45:00,93.72,235.011,46.181000000000004,32.641 -2020-01-03 06:00:00,101.82,232.016,59.33,32.641 -2020-01-03 06:15:00,106.19,236.21900000000002,59.33,32.641 -2020-01-03 06:30:00,110.85,238.166,59.33,32.641 -2020-01-03 06:45:00,115.45,244.024,59.33,32.641 -2020-01-03 07:00:00,122.71,241.924,72.454,32.641 -2020-01-03 07:15:00,123.17,248.451,72.454,32.641 -2020-01-03 07:30:00,125.55,251.585,72.454,32.641 -2020-01-03 07:45:00,128.9,252.31099999999998,72.454,32.641 -2020-01-03 08:00:00,130.12,249.83599999999998,67.175,32.641 -2020-01-03 08:15:00,128.89,249.597,67.175,32.641 -2020-01-03 08:30:00,128.21,248.743,67.175,32.641 -2020-01-03 08:45:00,128.6,244.05900000000003,67.175,32.641 -2020-01-03 09:00:00,128.71,238.011,65.365,32.641 -2020-01-03 09:15:00,131.57,235.324,65.365,32.641 -2020-01-03 09:30:00,133.77,232.672,65.365,32.641 -2020-01-03 09:45:00,136.47,229.359,65.365,32.641 -2020-01-03 10:00:00,135.77,222.843,63.95,32.641 -2020-01-03 10:15:00,137.43,219.39,63.95,32.641 -2020-01-03 10:30:00,136.81,215.986,63.95,32.641 -2020-01-03 10:45:00,137.07,213.808,63.95,32.641 -2020-01-03 11:00:00,136.69,211.75,63.92100000000001,32.641 -2020-01-03 11:15:00,137.82,209.576,63.92100000000001,32.641 -2020-01-03 11:30:00,137.25,209.956,63.92100000000001,32.641 -2020-01-03 11:45:00,136.75,208.86900000000003,63.92100000000001,32.641 -2020-01-03 12:00:00,135.72,204.88400000000001,60.79600000000001,32.641 -2020-01-03 12:15:00,135.16,202.011,60.79600000000001,32.641 -2020-01-03 12:30:00,133.9,202.153,60.79600000000001,32.641 -2020-01-03 12:45:00,134.58,203.607,60.79600000000001,32.641 -2020-01-03 13:00:00,130.87,202.96200000000002,59.393,32.641 -2020-01-03 13:15:00,131.78,203.36,59.393,32.641 -2020-01-03 13:30:00,130.35,203.00799999999998,59.393,32.641 -2020-01-03 13:45:00,131.11,202.855,59.393,32.641 -2020-01-03 14:00:00,130.67,200.58700000000002,57.943999999999996,32.641 -2020-01-03 14:15:00,130.14,201.0,57.943999999999996,32.641 -2020-01-03 14:30:00,129.02,202.34799999999998,57.943999999999996,32.641 -2020-01-03 14:45:00,129.81,202.954,57.943999999999996,32.641 -2020-01-03 15:00:00,130.32,203.59099999999998,60.153999999999996,32.641 -2020-01-03 15:15:00,129.09,203.75099999999998,60.153999999999996,32.641 -2020-01-03 15:30:00,128.33,204.56099999999998,60.153999999999996,32.641 -2020-01-03 15:45:00,128.17,206.41299999999998,60.153999999999996,32.641 -2020-01-03 16:00:00,131.49,205.998,62.933,32.641 -2020-01-03 16:15:00,133.11,207.87400000000002,62.933,32.641 -2020-01-03 16:30:00,134.7,210.864,62.933,32.641 -2020-01-03 16:45:00,133.81,212.332,62.933,32.641 -2020-01-03 17:00:00,137.76,214.84900000000002,68.657,32.641 -2020-01-03 17:15:00,136.16,215.076,68.657,32.641 -2020-01-03 17:30:00,140.54,215.513,68.657,32.641 -2020-01-03 17:45:00,137.57,215.02900000000002,68.657,32.641 -2020-01-03 18:00:00,136.81,217.225,67.111,32.641 -2020-01-03 18:15:00,136.99,213.96900000000002,67.111,32.641 -2020-01-03 18:30:00,135.65,213.13,67.111,32.641 -2020-01-03 18:45:00,136.2,213.142,67.111,32.641 -2020-01-03 19:00:00,132.87,213.791,62.434,32.641 -2020-01-03 19:15:00,131.87,211.248,62.434,32.641 -2020-01-03 19:30:00,132.37,208.11900000000003,62.434,32.641 -2020-01-03 19:45:00,134.77,204.162,62.434,32.641 -2020-01-03 20:00:00,128.17,200.44400000000002,61.763000000000005,32.641 -2020-01-03 20:15:00,120.91,193.95,61.763000000000005,32.641 -2020-01-03 20:30:00,117.84,189.834,61.763000000000005,32.641 -2020-01-03 20:45:00,113.28,188.551,61.763000000000005,32.641 -2020-01-03 21:00:00,110.73,186.10299999999998,56.785,32.641 -2020-01-03 21:15:00,113.2,183.95,56.785,32.641 -2020-01-03 21:30:00,110.05,181.924,56.785,32.641 -2020-01-03 21:45:00,104.45,180.86900000000003,56.785,32.641 -2020-01-03 22:00:00,98.56,174.898,52.693000000000005,32.641 -2020-01-03 22:15:00,102.19,168.90400000000002,52.693000000000005,32.641 -2020-01-03 22:30:00,100.03,161.57,52.693000000000005,32.641 -2020-01-03 22:45:00,96.9,157.013,52.693000000000005,32.641 -2020-01-03 23:00:00,89.83,149.83100000000002,45.443999999999996,32.641 -2020-01-03 23:15:00,91.91,146.02700000000002,45.443999999999996,32.641 -2020-01-03 23:30:00,88.18,144.751,45.443999999999996,32.641 -2020-01-03 23:45:00,85.54,143.495,45.443999999999996,32.641 -2020-01-04 00:00:00,82.22,127.199,44.738,32.459 -2020-01-04 00:15:00,83.18,122.48899999999999,44.738,32.459 -2020-01-04 00:30:00,81.48,125.102,44.738,32.459 -2020-01-04 00:45:00,73.34,127.589,44.738,32.459 -2020-01-04 01:00:00,72.21,130.76,40.303000000000004,32.459 -2020-01-04 01:15:00,77.36,131.101,40.303000000000004,32.459 -2020-01-04 01:30:00,78.27,130.754,40.303000000000004,32.459 -2020-01-04 01:45:00,75.98,131.06799999999998,40.303000000000004,32.459 -2020-01-04 02:00:00,69.25,133.903,38.61,32.459 -2020-01-04 02:15:00,74.64,135.233,38.61,32.459 -2020-01-04 02:30:00,74.85,135.217,38.61,32.459 -2020-01-04 02:45:00,73.61,137.407,38.61,32.459 -2020-01-04 03:00:00,68.1,139.812,37.554,32.459 -2020-01-04 03:15:00,73.13,140.717,37.554,32.459 -2020-01-04 03:30:00,75.4,140.84799999999998,37.554,32.459 -2020-01-04 03:45:00,70.56,142.566,37.554,32.459 -2020-01-04 04:00:00,67.07,150.611,37.176,32.459 -2020-01-04 04:15:00,67.97,159.77100000000002,37.176,32.459 -2020-01-04 04:30:00,67.71,160.769,37.176,32.459 -2020-01-04 04:45:00,68.5,161.921,37.176,32.459 -2020-01-04 05:00:00,67.87,178.856,36.893,32.459 -2020-01-04 05:15:00,67.75,189.139,36.893,32.459 -2020-01-04 05:30:00,66.1,186.215,36.893,32.459 -2020-01-04 05:45:00,67.33,184.52,36.893,32.459 -2020-01-04 06:00:00,69.91,201.26,37.803000000000004,32.459 -2020-01-04 06:15:00,69.0,222.77200000000002,37.803000000000004,32.459 -2020-01-04 06:30:00,69.5,219.078,37.803000000000004,32.459 -2020-01-04 06:45:00,71.88,215.377,37.803000000000004,32.459 -2020-01-04 07:00:00,76.68,209.287,41.086999999999996,32.459 -2020-01-04 07:15:00,77.71,214.53599999999997,41.086999999999996,32.459 -2020-01-04 07:30:00,80.15,220.502,41.086999999999996,32.459 -2020-01-04 07:45:00,83.14,225.497,41.086999999999996,32.459 -2020-01-04 08:00:00,85.43,227.446,48.222,32.459 -2020-01-04 08:15:00,85.69,231.175,48.222,32.459 -2020-01-04 08:30:00,89.46,232.06099999999998,48.222,32.459 -2020-01-04 08:45:00,91.91,230.729,48.222,32.459 -2020-01-04 09:00:00,92.65,226.387,52.791000000000004,32.459 -2020-01-04 09:15:00,93.59,224.49200000000002,52.791000000000004,32.459 -2020-01-04 09:30:00,94.68,222.80200000000002,52.791000000000004,32.459 -2020-01-04 09:45:00,96.53,219.69,52.791000000000004,32.459 -2020-01-04 10:00:00,98.05,213.424,54.341,32.459 -2020-01-04 10:15:00,95.0,210.122,54.341,32.459 -2020-01-04 10:30:00,94.99,206.91099999999997,54.341,32.459 -2020-01-04 10:45:00,92.74,206.176,54.341,32.459 -2020-01-04 11:00:00,96.61,204.363,51.94,32.459 -2020-01-04 11:15:00,100.28,201.382,51.94,32.459 -2020-01-04 11:30:00,99.55,200.535,51.94,32.459 -2020-01-04 11:45:00,98.58,198.36700000000002,51.94,32.459 -2020-01-04 12:00:00,96.09,193.4,50.973,32.459 -2020-01-04 12:15:00,98.67,191.18099999999998,50.973,32.459 -2020-01-04 12:30:00,96.52,191.675,50.973,32.459 -2020-01-04 12:45:00,95.72,192.248,50.973,32.459 -2020-01-04 13:00:00,93.57,191.208,48.06399999999999,32.459 -2020-01-04 13:15:00,92.81,189.408,48.06399999999999,32.459 -2020-01-04 13:30:00,91.55,188.543,48.06399999999999,32.459 -2020-01-04 13:45:00,89.25,188.99,48.06399999999999,32.459 -2020-01-04 14:00:00,89.5,188.077,45.707,32.459 -2020-01-04 14:15:00,89.52,187.99,45.707,32.459 -2020-01-04 14:30:00,90.0,187.408,45.707,32.459 -2020-01-04 14:45:00,91.09,188.234,45.707,32.459 -2020-01-04 15:00:00,91.5,189.60299999999998,47.567,32.459 -2020-01-04 15:15:00,91.94,190.57,47.567,32.459 -2020-01-04 15:30:00,92.53,193.02900000000002,47.567,32.459 -2020-01-04 15:45:00,94.28,194.947,47.567,32.459 -2020-01-04 16:00:00,96.74,193.149,52.031000000000006,32.459 -2020-01-04 16:15:00,95.42,196.053,52.031000000000006,32.459 -2020-01-04 16:30:00,100.94,198.982,52.031000000000006,32.459 -2020-01-04 16:45:00,102.46,201.418,52.031000000000006,32.459 -2020-01-04 17:00:00,105.49,203.416,58.218999999999994,32.459 -2020-01-04 17:15:00,104.81,205.575,58.218999999999994,32.459 -2020-01-04 17:30:00,107.13,205.94299999999998,58.218999999999994,32.459 -2020-01-04 17:45:00,108.26,205.013,58.218999999999994,32.459 -2020-01-04 18:00:00,110.16,206.662,57.65,32.459 -2020-01-04 18:15:00,109.91,205.239,57.65,32.459 -2020-01-04 18:30:00,109.66,205.75799999999998,57.65,32.459 -2020-01-04 18:45:00,109.05,202.394,57.65,32.459 -2020-01-04 19:00:00,107.78,204.105,51.261,32.459 -2020-01-04 19:15:00,103.06,201.082,51.261,32.459 -2020-01-04 19:30:00,101.89,198.71599999999998,51.261,32.459 -2020-01-04 19:45:00,102.31,194.47799999999998,51.261,32.459 -2020-01-04 20:00:00,94.91,193.0,44.068000000000005,32.459 -2020-01-04 20:15:00,93.02,188.81400000000002,44.068000000000005,32.459 -2020-01-04 20:30:00,88.29,184.359,44.068000000000005,32.459 -2020-01-04 20:45:00,87.9,182.563,44.068000000000005,32.459 -2020-01-04 21:00:00,84.51,182.58599999999998,38.861,32.459 -2020-01-04 21:15:00,83.28,180.90400000000002,38.861,32.459 -2020-01-04 21:30:00,82.28,180.18200000000002,38.861,32.459 -2020-01-04 21:45:00,81.25,178.737,38.861,32.459 -2020-01-04 22:00:00,77.7,174.207,39.485,32.459 -2020-01-04 22:15:00,77.25,170.87,39.485,32.459 -2020-01-04 22:30:00,74.24,170.22299999999998,39.485,32.459 -2020-01-04 22:45:00,73.18,167.65200000000002,39.485,32.459 -2020-01-04 23:00:00,68.36,163.07399999999998,32.027,32.459 -2020-01-04 23:15:00,68.86,157.509,32.027,32.459 -2020-01-04 23:30:00,66.13,154.256,32.027,32.459 -2020-01-04 23:45:00,65.23,150.387,32.027,32.459 -2020-01-05 00:00:00,61.83,127.708,26.96,32.459 -2020-01-05 00:15:00,59.65,122.706,26.96,32.459 -2020-01-05 00:30:00,56.73,124.90899999999999,26.96,32.459 -2020-01-05 00:45:00,58.04,128.141,26.96,32.459 -2020-01-05 01:00:00,54.64,131.15200000000002,24.295,32.459 -2020-01-05 01:15:00,53.12,132.619,24.295,32.459 -2020-01-05 01:30:00,54.89,132.84799999999998,24.295,32.459 -2020-01-05 01:45:00,55.39,132.83700000000002,24.295,32.459 -2020-01-05 02:00:00,52.81,134.87,24.268,32.459 -2020-01-05 02:15:00,53.85,135.224,24.268,32.459 -2020-01-05 02:30:00,53.36,136.131,24.268,32.459 -2020-01-05 02:45:00,53.22,138.842,24.268,32.459 -2020-01-05 03:00:00,51.24,141.54,23.373,32.459 -2020-01-05 03:15:00,52.77,141.878,23.373,32.459 -2020-01-05 03:30:00,53.33,143.584,23.373,32.459 -2020-01-05 03:45:00,52.95,145.284,23.373,32.459 -2020-01-05 04:00:00,53.02,153.043,23.874000000000002,32.459 -2020-01-05 04:15:00,54.36,161.123,23.874000000000002,32.459 -2020-01-05 04:30:00,55.19,162.089,23.874000000000002,32.459 -2020-01-05 04:45:00,54.83,163.567,23.874000000000002,32.459 -2020-01-05 05:00:00,56.2,176.618,24.871,32.459 -2020-01-05 05:15:00,57.61,184.28099999999998,24.871,32.459 -2020-01-05 05:30:00,58.05,181.218,24.871,32.459 -2020-01-05 05:45:00,58.68,179.833,24.871,32.459 -2020-01-05 06:00:00,58.97,196.65900000000002,23.84,32.459 -2020-01-05 06:15:00,60.37,216.24099999999999,23.84,32.459 -2020-01-05 06:30:00,60.21,211.415,23.84,32.459 -2020-01-05 06:45:00,60.83,206.671,23.84,32.459 -2020-01-05 07:00:00,63.06,203.24599999999998,27.430999999999997,32.459 -2020-01-05 07:15:00,64.35,207.676,27.430999999999997,32.459 -2020-01-05 07:30:00,66.38,212.19400000000002,27.430999999999997,32.459 -2020-01-05 07:45:00,68.85,216.345,27.430999999999997,32.459 -2020-01-05 08:00:00,71.87,220.25099999999998,33.891999999999996,32.459 -2020-01-05 08:15:00,72.96,223.791,33.891999999999996,32.459 -2020-01-05 08:30:00,75.42,226.391,33.891999999999996,32.459 -2020-01-05 08:45:00,77.7,227.232,33.891999999999996,32.459 -2020-01-05 09:00:00,79.34,222.44799999999998,37.571,32.459 -2020-01-05 09:15:00,79.42,221.187,37.571,32.459 -2020-01-05 09:30:00,80.81,219.317,37.571,32.459 -2020-01-05 09:45:00,82.3,216.00799999999998,37.571,32.459 -2020-01-05 10:00:00,83.72,212.428,40.594,32.459 -2020-01-05 10:15:00,84.02,209.692,40.594,32.459 -2020-01-05 10:30:00,86.92,207.107,40.594,32.459 -2020-01-05 10:45:00,89.06,204.26,40.594,32.459 -2020-01-05 11:00:00,91.79,203.445,44.133,32.459 -2020-01-05 11:15:00,98.14,200.63099999999997,44.133,32.459 -2020-01-05 11:30:00,99.24,198.81799999999998,44.133,32.459 -2020-01-05 11:45:00,100.24,197.28900000000002,44.133,32.459 -2020-01-05 12:00:00,99.8,191.658,41.198,32.459 -2020-01-05 12:15:00,96.2,191.544,41.198,32.459 -2020-01-05 12:30:00,92.34,190.454,41.198,32.459 -2020-01-05 12:45:00,91.8,190.02599999999998,41.198,32.459 -2020-01-05 13:00:00,86.98,188.218,37.014,32.459 -2020-01-05 13:15:00,86.22,189.688,37.014,32.459 -2020-01-05 13:30:00,85.32,188.65200000000002,37.014,32.459 -2020-01-05 13:45:00,85.43,188.31799999999998,37.014,32.459 -2020-01-05 14:00:00,83.74,187.613,34.934,32.459 -2020-01-05 14:15:00,83.86,188.78400000000002,34.934,32.459 -2020-01-05 14:30:00,84.5,189.609,34.934,32.459 -2020-01-05 14:45:00,84.63,190.06799999999998,34.934,32.459 -2020-01-05 15:00:00,85.54,189.8,34.588,32.459 -2020-01-05 15:15:00,85.23,191.607,34.588,32.459 -2020-01-05 15:30:00,84.85,194.704,34.588,32.459 -2020-01-05 15:45:00,85.8,197.34099999999998,34.588,32.459 -2020-01-05 16:00:00,87.47,197.61700000000002,37.874,32.459 -2020-01-05 16:15:00,90.49,199.547,37.874,32.459 -2020-01-05 16:30:00,92.21,202.707,37.874,32.459 -2020-01-05 16:45:00,93.29,205.295,37.874,32.459 -2020-01-05 17:00:00,98.04,207.237,47.303999999999995,32.459 -2020-01-05 17:15:00,97.7,208.99900000000002,47.303999999999995,32.459 -2020-01-05 17:30:00,99.31,209.662,47.303999999999995,32.459 -2020-01-05 17:45:00,100.34,211.15,47.303999999999995,32.459 -2020-01-05 18:00:00,102.25,212.196,48.879,32.459 -2020-01-05 18:15:00,100.54,212.206,48.879,32.459 -2020-01-05 18:30:00,100.22,210.523,48.879,32.459 -2020-01-05 18:45:00,99.47,209.142,48.879,32.459 -2020-01-05 19:00:00,99.14,210.358,44.826,32.459 -2020-01-05 19:15:00,98.01,208.015,44.826,32.459 -2020-01-05 19:30:00,96.07,205.486,44.826,32.459 -2020-01-05 19:45:00,94.14,202.801,44.826,32.459 -2020-01-05 20:00:00,93.2,201.287,40.154,32.459 -2020-01-05 20:15:00,91.82,198.157,40.154,32.459 -2020-01-05 20:30:00,90.16,194.97099999999998,40.154,32.459 -2020-01-05 20:45:00,88.47,191.995,40.154,32.459 -2020-01-05 21:00:00,84.27,189.24099999999999,36.549,32.459 -2020-01-05 21:15:00,84.17,186.889,36.549,32.459 -2020-01-05 21:30:00,84.43,186.51,36.549,32.459 -2020-01-05 21:45:00,85.26,185.207,36.549,32.459 -2020-01-05 22:00:00,83.7,179.30900000000003,37.663000000000004,32.459 -2020-01-05 22:15:00,82.23,175.25599999999997,37.663000000000004,32.459 -2020-01-05 22:30:00,80.43,171.27900000000002,37.663000000000004,32.459 -2020-01-05 22:45:00,79.58,167.87099999999998,37.663000000000004,32.459 -2020-01-05 23:00:00,75.67,160.305,31.945,32.459 -2020-01-05 23:15:00,77.15,156.664,31.945,32.459 -2020-01-05 23:30:00,74.59,154.317,31.945,32.459 -2020-01-05 23:45:00,73.41,151.388,31.945,32.459 -2020-01-06 00:00:00,70.86,132.295,31.533,32.641 -2020-01-06 00:15:00,69.7,130.435,31.533,32.641 -2020-01-06 00:30:00,69.11,132.78799999999998,31.533,32.641 -2020-01-06 00:45:00,68.33,135.447,31.533,32.641 -2020-01-06 01:00:00,67.32,138.469,30.56,32.641 -2020-01-06 01:15:00,67.69,139.35399999999998,30.56,32.641 -2020-01-06 01:30:00,67.44,139.616,30.56,32.641 -2020-01-06 01:45:00,67.1,139.725,30.56,32.641 -2020-01-06 02:00:00,67.52,141.722,29.55,32.641 -2020-01-06 02:15:00,67.29,143.738,29.55,32.641 -2020-01-06 02:30:00,67.05,145.003,29.55,32.641 -2020-01-06 02:45:00,67.2,147.05200000000002,29.55,32.641 -2020-01-06 03:00:00,68.35,151.1,27.059,32.641 -2020-01-06 03:15:00,68.78,153.201,27.059,32.641 -2020-01-06 03:30:00,69.82,154.562,27.059,32.641 -2020-01-06 03:45:00,69.92,155.701,27.059,32.641 -2020-01-06 04:00:00,67.73,167.963,28.384,32.641 -2020-01-06 04:15:00,71.53,180.334,28.384,32.641 -2020-01-06 04:30:00,73.1,183.72799999999998,28.384,32.641 -2020-01-06 04:45:00,76.51,185.351,28.384,32.641 -2020-01-06 05:00:00,81.52,215.055,35.915,32.641 -2020-01-06 05:15:00,84.58,243.92,35.915,32.641 -2020-01-06 05:30:00,89.42,241.291,35.915,32.641 -2020-01-06 05:45:00,94.89,233.987,35.915,32.641 -2020-01-06 06:00:00,103.99,232.019,56.18,32.641 -2020-01-06 06:15:00,110.77,236.107,56.18,32.641 -2020-01-06 06:30:00,116.07,239.75,56.18,32.641 -2020-01-06 06:45:00,119.86,244.24,56.18,32.641 -2020-01-06 07:00:00,126.05,243.37599999999998,70.877,32.641 -2020-01-06 07:15:00,129.26,248.982,70.877,32.641 -2020-01-06 07:30:00,131.09,252.704,70.877,32.641 -2020-01-06 07:45:00,132.63,254.012,70.877,32.641 -2020-01-06 08:00:00,136.79,252.68599999999998,65.65,32.641 -2020-01-06 08:15:00,137.86,253.967,65.65,32.641 -2020-01-06 08:30:00,137.45,252.168,65.65,32.641 -2020-01-06 08:45:00,136.78,249.345,65.65,32.641 -2020-01-06 09:00:00,137.29,243.503,62.037,32.641 -2020-01-06 09:15:00,138.96,238.595,62.037,32.641 -2020-01-06 09:30:00,139.49,235.72099999999998,62.037,32.641 -2020-01-06 09:45:00,139.62,232.888,62.037,32.641 -2020-01-06 10:00:00,140.37,228.12599999999998,60.409,32.641 -2020-01-06 10:15:00,140.63,225.046,60.409,32.641 -2020-01-06 10:30:00,138.89,221.533,60.409,32.641 -2020-01-06 10:45:00,138.54,219.613,60.409,32.641 -2020-01-06 11:00:00,137.59,215.89700000000002,60.211999999999996,32.641 -2020-01-06 11:15:00,138.33,215.011,60.211999999999996,32.641 -2020-01-06 11:30:00,139.52,214.644,60.211999999999996,32.641 -2020-01-06 11:45:00,136.44,212.643,60.211999999999996,32.641 -2020-01-06 12:00:00,137.83,209.015,57.733000000000004,32.641 -2020-01-06 12:15:00,134.41,208.912,57.733000000000004,32.641 -2020-01-06 12:30:00,133.37,208.162,57.733000000000004,32.641 -2020-01-06 12:45:00,131.24,209.385,57.733000000000004,32.641 -2020-01-06 13:00:00,130.49,208.141,58.695,32.641 -2020-01-06 13:15:00,127.09,208.16099999999997,58.695,32.641 -2020-01-06 13:30:00,123.67,206.52900000000002,58.695,32.641 -2020-01-06 13:45:00,127.05,206.16299999999998,58.695,32.641 -2020-01-06 14:00:00,129.68,204.84099999999998,59.505,32.641 -2020-01-06 14:15:00,129.73,205.275,59.505,32.641 -2020-01-06 14:30:00,130.81,205.53400000000002,59.505,32.641 -2020-01-06 14:45:00,131.3,205.83599999999998,59.505,32.641 -2020-01-06 15:00:00,131.31,207.50599999999997,59.946000000000005,32.641 -2020-01-06 15:15:00,131.43,207.78400000000002,59.946000000000005,32.641 -2020-01-06 15:30:00,130.17,209.935,59.946000000000005,32.641 -2020-01-06 15:45:00,131.03,212.113,59.946000000000005,32.641 -2020-01-06 16:00:00,134.41,212.476,61.766999999999996,32.641 -2020-01-06 16:15:00,134.55,213.59400000000002,61.766999999999996,32.641 -2020-01-06 16:30:00,140.59,215.763,61.766999999999996,32.641 -2020-01-06 16:45:00,140.87,217.083,61.766999999999996,32.641 -2020-01-06 17:00:00,140.83,218.85299999999998,67.85600000000001,32.641 -2020-01-06 17:15:00,140.84,219.60299999999998,67.85600000000001,32.641 -2020-01-06 17:30:00,142.16,219.729,67.85600000000001,32.641 -2020-01-06 17:45:00,140.41,219.657,67.85600000000001,32.641 -2020-01-06 18:00:00,137.78,221.21599999999998,64.564,32.641 -2020-01-06 18:15:00,136.67,218.96900000000002,64.564,32.641 -2020-01-06 18:30:00,133.62,218.032,64.564,32.641 -2020-01-06 18:45:00,134.52,217.257,64.564,32.641 -2020-01-06 19:00:00,131.97,216.72299999999998,58.536,32.641 -2020-01-06 19:15:00,129.61,213.06,58.536,32.641 -2020-01-06 19:30:00,131.14,211.083,58.536,32.641 -2020-01-06 19:45:00,133.72,207.54,58.536,32.641 -2020-01-06 20:00:00,128.55,203.563,59.888999999999996,32.641 -2020-01-06 20:15:00,117.39,197.7,59.888999999999996,32.641 -2020-01-06 20:30:00,115.28,192.479,59.888999999999996,32.641 -2020-01-06 20:45:00,111.64,191.25099999999998,59.888999999999996,32.641 -2020-01-06 21:00:00,108.63,189.085,52.652,32.641 -2020-01-06 21:15:00,110.16,185.43099999999998,52.652,32.641 -2020-01-06 21:30:00,111.85,184.145,52.652,32.641 -2020-01-06 21:45:00,110.02,182.327,52.652,32.641 -2020-01-06 22:00:00,103.97,173.459,46.17,32.641 -2020-01-06 22:15:00,101.93,167.895,46.17,32.641 -2020-01-06 22:30:00,100.68,153.954,46.17,32.641 -2020-01-06 22:45:00,97.59,145.379,46.17,32.641 -2020-01-06 23:00:00,90.0,138.627,36.281,32.641 -2020-01-06 23:15:00,87.29,137.92700000000002,36.281,32.641 -2020-01-06 23:30:00,83.89,138.554,36.281,32.641 -2020-01-06 23:45:00,88.74,138.484,36.281,32.641 -2020-01-07 00:00:00,86.26,131.85,38.821999999999996,32.641 -2020-01-07 00:15:00,81.91,131.452,38.821999999999996,32.641 -2020-01-07 00:30:00,81.41,132.71200000000002,38.821999999999996,32.641 -2020-01-07 00:45:00,83.42,134.23,38.821999999999996,32.641 -2020-01-07 01:00:00,82.73,137.08700000000002,36.936,32.641 -2020-01-07 01:15:00,80.08,137.469,36.936,32.641 -2020-01-07 01:30:00,78.9,137.929,36.936,32.641 -2020-01-07 01:45:00,81.69,138.401,36.936,32.641 -2020-01-07 02:00:00,81.57,140.446,34.42,32.641 -2020-01-07 02:15:00,80.71,142.245,34.42,32.641 -2020-01-07 02:30:00,78.77,142.898,34.42,32.641 -2020-01-07 02:45:00,81.99,144.93200000000002,34.42,32.641 -2020-01-07 03:00:00,82.0,147.695,33.585,32.641 -2020-01-07 03:15:00,79.21,148.804,33.585,32.641 -2020-01-07 03:30:00,82.09,150.697,33.585,32.641 -2020-01-07 03:45:00,82.69,152.15,33.585,32.641 -2020-01-07 04:00:00,77.46,164.275,35.622,32.641 -2020-01-07 04:15:00,77.37,176.252,35.622,32.641 -2020-01-07 04:30:00,77.18,179.312,35.622,32.641 -2020-01-07 04:45:00,80.05,182.22,35.622,32.641 -2020-01-07 05:00:00,84.68,217.25599999999997,40.599000000000004,32.641 -2020-01-07 05:15:00,88.21,245.796,40.599000000000004,32.641 -2020-01-07 05:30:00,91.8,241.465,40.599000000000004,32.641 -2020-01-07 05:45:00,96.21,234.25900000000001,40.599000000000004,32.641 -2020-01-07 06:00:00,104.74,230.912,55.203,32.641 -2020-01-07 06:15:00,111.62,236.783,55.203,32.641 -2020-01-07 06:30:00,115.53,239.761,55.203,32.641 -2020-01-07 06:45:00,119.58,243.951,55.203,32.641 -2020-01-07 07:00:00,121.42,242.885,69.029,32.641 -2020-01-07 07:15:00,129.39,248.329,69.029,32.641 -2020-01-07 07:30:00,132.48,251.43200000000002,69.029,32.641 -2020-01-07 07:45:00,134.56,253.047,69.029,32.641 -2020-01-07 08:00:00,136.12,251.842,65.85300000000001,32.641 -2020-01-07 08:15:00,135.08,252.024,65.85300000000001,32.641 -2020-01-07 08:30:00,135.3,249.989,65.85300000000001,32.641 -2020-01-07 08:45:00,134.8,246.93400000000003,65.85300000000001,32.641 -2020-01-07 09:00:00,135.59,240.132,61.566,32.641 -2020-01-07 09:15:00,137.31,236.993,61.566,32.641 -2020-01-07 09:30:00,139.13,234.81900000000002,61.566,32.641 -2020-01-07 09:45:00,138.88,231.628,61.566,32.641 -2020-01-07 10:00:00,138.47,226.34,61.244,32.641 -2020-01-07 10:15:00,136.8,222.109,61.244,32.641 -2020-01-07 10:30:00,135.87,218.78,61.244,32.641 -2020-01-07 10:45:00,136.63,217.085,61.244,32.641 -2020-01-07 11:00:00,136.36,214.982,61.16,32.641 -2020-01-07 11:15:00,139.62,213.697,61.16,32.641 -2020-01-07 11:30:00,138.15,212.15400000000002,61.16,32.641 -2020-01-07 11:45:00,134.33,210.957,61.16,32.641 -2020-01-07 12:00:00,132.11,205.859,59.09,32.641 -2020-01-07 12:15:00,133.48,205.292,59.09,32.641 -2020-01-07 12:30:00,132.6,205.255,59.09,32.641 -2020-01-07 12:45:00,132.01,206.10299999999998,59.09,32.641 -2020-01-07 13:00:00,132.8,204.433,60.21,32.641 -2020-01-07 13:15:00,132.97,203.91299999999998,60.21,32.641 -2020-01-07 13:30:00,131.24,203.553,60.21,32.641 -2020-01-07 13:45:00,130.77,203.46599999999998,60.21,32.641 -2020-01-07 14:00:00,129.75,202.437,60.673,32.641 -2020-01-07 14:15:00,129.53,203.049,60.673,32.641 -2020-01-07 14:30:00,124.81,203.976,60.673,32.641 -2020-01-07 14:45:00,126.69,204.27,60.673,32.641 -2020-01-07 15:00:00,127.02,205.505,62.232,32.641 -2020-01-07 15:15:00,126.96,206.055,62.232,32.641 -2020-01-07 15:30:00,127.74,208.46,62.232,32.641 -2020-01-07 15:45:00,128.19,210.165,62.232,32.641 -2020-01-07 16:00:00,130.28,210.956,63.611999999999995,32.641 -2020-01-07 16:15:00,132.81,212.595,63.611999999999995,32.641 -2020-01-07 16:30:00,135.09,215.49900000000002,63.611999999999995,32.641 -2020-01-07 16:45:00,135.68,217.08900000000003,63.611999999999995,32.641 -2020-01-07 17:00:00,136.74,219.416,70.658,32.641 -2020-01-07 17:15:00,137.73,220.201,70.658,32.641 -2020-01-07 17:30:00,140.3,221.10299999999998,70.658,32.641 -2020-01-07 17:45:00,142.14,220.933,70.658,32.641 -2020-01-07 18:00:00,139.97,222.459,68.361,32.641 -2020-01-07 18:15:00,138.96,219.579,68.361,32.641 -2020-01-07 18:30:00,138.24,218.333,68.361,32.641 -2020-01-07 18:45:00,139.74,218.446,68.361,32.641 -2020-01-07 19:00:00,132.95,218.03900000000002,62.922,32.641 -2020-01-07 19:15:00,131.59,214.065,62.922,32.641 -2020-01-07 19:30:00,137.99,211.38400000000001,62.922,32.641 -2020-01-07 19:45:00,136.02,207.86,62.922,32.641 -2020-01-07 20:00:00,126.68,204.014,63.251999999999995,32.641 -2020-01-07 20:15:00,117.77,197.558,63.251999999999995,32.641 -2020-01-07 20:30:00,114.85,193.41400000000002,63.251999999999995,32.641 -2020-01-07 20:45:00,111.71,191.56,63.251999999999995,32.641 -2020-01-07 21:00:00,108.54,188.565,54.47,32.641 -2020-01-07 21:15:00,108.54,185.96599999999998,54.47,32.641 -2020-01-07 21:30:00,111.64,183.882,54.47,32.641 -2020-01-07 21:45:00,109.59,182.312,54.47,32.641 -2020-01-07 22:00:00,99.32,175.27200000000002,51.12,32.641 -2020-01-07 22:15:00,98.89,169.467,51.12,32.641 -2020-01-07 22:30:00,93.04,155.618,51.12,32.641 -2020-01-07 22:45:00,92.29,147.349,51.12,32.641 -2020-01-07 23:00:00,94.19,140.65200000000002,42.156000000000006,32.641 -2020-01-07 23:15:00,93.18,138.885,42.156000000000006,32.641 -2020-01-07 23:30:00,88.85,139.142,42.156000000000006,32.641 -2020-01-07 23:45:00,80.72,138.58700000000002,42.156000000000006,32.641 -2020-01-08 00:00:00,80.57,131.975,37.192,32.641 -2020-01-08 00:15:00,77.7,131.555,37.192,32.641 -2020-01-08 00:30:00,82.22,132.80200000000002,37.192,32.641 -2020-01-08 00:45:00,83.18,134.30200000000002,37.192,32.641 -2020-01-08 01:00:00,80.31,137.168,32.24,32.641 -2020-01-08 01:15:00,80.35,137.54,32.24,32.641 -2020-01-08 01:30:00,81.14,138.001,32.24,32.641 -2020-01-08 01:45:00,83.23,138.461,32.24,32.641 -2020-01-08 02:00:00,82.4,140.52,30.34,32.641 -2020-01-08 02:15:00,76.87,142.319,30.34,32.641 -2020-01-08 02:30:00,81.52,142.981,30.34,32.641 -2020-01-08 02:45:00,82.44,145.014,30.34,32.641 -2020-01-08 03:00:00,82.38,147.77100000000002,29.129,32.641 -2020-01-08 03:15:00,76.92,148.901,29.129,32.641 -2020-01-08 03:30:00,80.45,150.79399999999998,29.129,32.641 -2020-01-08 03:45:00,83.8,152.255,29.129,32.641 -2020-01-08 04:00:00,82.13,164.354,30.075,32.641 -2020-01-08 04:15:00,80.51,176.32,30.075,32.641 -2020-01-08 04:30:00,79.95,179.37900000000002,30.075,32.641 -2020-01-08 04:45:00,82.2,182.28,30.075,32.641 -2020-01-08 05:00:00,86.19,217.273,35.684,32.641 -2020-01-08 05:15:00,86.69,245.778,35.684,32.641 -2020-01-08 05:30:00,92.91,241.455,35.684,32.641 -2020-01-08 05:45:00,97.02,234.27,35.684,32.641 -2020-01-08 06:00:00,105.5,230.947,51.49,32.641 -2020-01-08 06:15:00,111.76,236.826,51.49,32.641 -2020-01-08 06:30:00,116.68,239.821,51.49,32.641 -2020-01-08 06:45:00,121.17,244.044,51.49,32.641 -2020-01-08 07:00:00,125.64,242.99099999999999,68.242,32.641 -2020-01-08 07:15:00,129.08,248.426,68.242,32.641 -2020-01-08 07:30:00,132.63,251.513,68.242,32.641 -2020-01-08 07:45:00,135.49,253.108,68.242,32.641 -2020-01-08 08:00:00,134.07,251.9,63.619,32.641 -2020-01-08 08:15:00,136.8,252.067,63.619,32.641 -2020-01-08 08:30:00,136.39,250.003,63.619,32.641 -2020-01-08 08:45:00,135.84,246.926,63.619,32.641 -2020-01-08 09:00:00,136.47,240.108,61.333,32.641 -2020-01-08 09:15:00,137.33,236.976,61.333,32.641 -2020-01-08 09:30:00,137.5,234.81799999999998,61.333,32.641 -2020-01-08 09:45:00,137.48,231.62099999999998,61.333,32.641 -2020-01-08 10:00:00,134.72,226.333,59.663000000000004,32.641 -2020-01-08 10:15:00,132.18,222.105,59.663000000000004,32.641 -2020-01-08 10:30:00,130.36,218.767,59.663000000000004,32.641 -2020-01-08 10:45:00,128.21,217.075,59.663000000000004,32.641 -2020-01-08 11:00:00,129.5,214.952,59.771,32.641 -2020-01-08 11:15:00,129.67,213.665,59.771,32.641 -2020-01-08 11:30:00,130.99,212.125,59.771,32.641 -2020-01-08 11:45:00,126.7,210.93099999999998,59.771,32.641 -2020-01-08 12:00:00,126.02,205.842,58.723,32.641 -2020-01-08 12:15:00,124.09,205.294,58.723,32.641 -2020-01-08 12:30:00,124.12,205.25099999999998,58.723,32.641 -2020-01-08 12:45:00,123.16,206.101,58.723,32.641 -2020-01-08 13:00:00,121.39,204.422,58.727,32.641 -2020-01-08 13:15:00,121.87,203.891,58.727,32.641 -2020-01-08 13:30:00,120.34,203.52,58.727,32.641 -2020-01-08 13:45:00,120.5,203.426,58.727,32.641 -2020-01-08 14:00:00,121.17,202.41299999999998,59.803999999999995,32.641 -2020-01-08 14:15:00,121.88,203.019,59.803999999999995,32.641 -2020-01-08 14:30:00,122.69,203.952,59.803999999999995,32.641 -2020-01-08 14:45:00,123.96,204.262,59.803999999999995,32.641 -2020-01-08 15:00:00,124.01,205.516,61.05,32.641 -2020-01-08 15:15:00,124.57,206.048,61.05,32.641 -2020-01-08 15:30:00,121.73,208.44799999999998,61.05,32.641 -2020-01-08 15:45:00,124.55,210.141,61.05,32.641 -2020-01-08 16:00:00,126.01,210.935,64.012,32.641 -2020-01-08 16:15:00,128.33,212.583,64.012,32.641 -2020-01-08 16:30:00,131.93,215.49400000000003,64.012,32.641 -2020-01-08 16:45:00,136.83,217.09400000000002,64.012,32.641 -2020-01-08 17:00:00,138.72,219.403,66.751,32.641 -2020-01-08 17:15:00,141.55,220.22,66.751,32.641 -2020-01-08 17:30:00,141.31,221.15200000000002,66.751,32.641 -2020-01-08 17:45:00,141.4,220.99900000000002,66.751,32.641 -2020-01-08 18:00:00,140.41,222.546,65.91199999999999,32.641 -2020-01-08 18:15:00,138.77,219.672,65.91199999999999,32.641 -2020-01-08 18:30:00,137.47,218.43200000000002,65.91199999999999,32.641 -2020-01-08 18:45:00,137.79,218.563,65.91199999999999,32.641 -2020-01-08 19:00:00,135.13,218.12400000000002,63.324,32.641 -2020-01-08 19:15:00,133.38,214.15,63.324,32.641 -2020-01-08 19:30:00,137.98,211.472,63.324,32.641 -2020-01-08 19:45:00,138.21,207.94799999999998,63.324,32.641 -2020-01-08 20:00:00,130.16,204.08599999999998,63.573,32.641 -2020-01-08 20:15:00,121.28,197.63099999999997,63.573,32.641 -2020-01-08 20:30:00,114.19,193.47799999999998,63.573,32.641 -2020-01-08 20:45:00,114.46,191.641,63.573,32.641 -2020-01-08 21:00:00,111.07,188.627,55.073,32.641 -2020-01-08 21:15:00,113.94,186.01,55.073,32.641 -2020-01-08 21:30:00,114.23,183.926,55.073,32.641 -2020-01-08 21:45:00,109.84,182.37,55.073,32.641 -2020-01-08 22:00:00,103.51,175.329,51.321999999999996,32.641 -2020-01-08 22:15:00,99.13,169.53799999999998,51.321999999999996,32.641 -2020-01-08 22:30:00,95.71,155.703,51.321999999999996,32.641 -2020-01-08 22:45:00,101.09,147.44299999999998,51.321999999999996,32.641 -2020-01-08 23:00:00,97.81,140.725,42.09,32.641 -2020-01-08 23:15:00,93.34,138.966,42.09,32.641 -2020-01-08 23:30:00,90.01,139.239,42.09,32.641 -2020-01-08 23:45:00,90.33,138.685,42.09,32.641 -2020-01-09 00:00:00,89.51,132.093,38.399,32.641 -2020-01-09 00:15:00,88.2,131.65,38.399,32.641 -2020-01-09 00:30:00,82.53,132.88299999999998,38.399,32.641 -2020-01-09 00:45:00,87.05,134.366,38.399,32.641 -2020-01-09 01:00:00,85.85,137.24,36.94,32.641 -2020-01-09 01:15:00,83.8,137.60399999999998,36.94,32.641 -2020-01-09 01:30:00,79.51,138.062,36.94,32.641 -2020-01-09 01:45:00,77.14,138.512,36.94,32.641 -2020-01-09 02:00:00,82.48,140.584,35.275,32.641 -2020-01-09 02:15:00,82.45,142.384,35.275,32.641 -2020-01-09 02:30:00,84.42,143.055,35.275,32.641 -2020-01-09 02:45:00,79.29,145.088,35.275,32.641 -2020-01-09 03:00:00,83.67,147.839,35.329,32.641 -2020-01-09 03:15:00,85.27,148.987,35.329,32.641 -2020-01-09 03:30:00,86.25,150.881,35.329,32.641 -2020-01-09 03:45:00,82.05,152.349,35.329,32.641 -2020-01-09 04:00:00,85.8,164.422,36.275,32.641 -2020-01-09 04:15:00,85.66,176.38,36.275,32.641 -2020-01-09 04:30:00,84.93,179.43599999999998,36.275,32.641 -2020-01-09 04:45:00,85.52,182.334,36.275,32.641 -2020-01-09 05:00:00,88.07,217.282,42.193999999999996,32.641 -2020-01-09 05:15:00,91.08,245.75099999999998,42.193999999999996,32.641 -2020-01-09 05:30:00,94.82,241.43599999999998,42.193999999999996,32.641 -2020-01-09 05:45:00,99.1,234.27200000000002,42.193999999999996,32.641 -2020-01-09 06:00:00,105.02,230.97299999999998,56.422,32.641 -2020-01-09 06:15:00,114.36,236.86,56.422,32.641 -2020-01-09 06:30:00,118.47,239.872,56.422,32.641 -2020-01-09 06:45:00,123.49,244.12599999999998,56.422,32.641 -2020-01-09 07:00:00,128.98,243.08900000000003,72.569,32.641 -2020-01-09 07:15:00,133.18,248.513,72.569,32.641 -2020-01-09 07:30:00,135.84,251.582,72.569,32.641 -2020-01-09 07:45:00,136.0,253.157,72.569,32.641 -2020-01-09 08:00:00,136.35,251.945,67.704,32.641 -2020-01-09 08:15:00,136.41,252.09599999999998,67.704,32.641 -2020-01-09 08:30:00,136.61,250.002,67.704,32.641 -2020-01-09 08:45:00,135.57,246.90599999999998,67.704,32.641 -2020-01-09 09:00:00,134.91,240.072,63.434,32.641 -2020-01-09 09:15:00,135.13,236.947,63.434,32.641 -2020-01-09 09:30:00,132.82,234.805,63.434,32.641 -2020-01-09 09:45:00,134.04,231.602,63.434,32.641 -2020-01-09 10:00:00,133.79,226.315,61.88399999999999,32.641 -2020-01-09 10:15:00,132.44,222.09,61.88399999999999,32.641 -2020-01-09 10:30:00,131.18,218.74200000000002,61.88399999999999,32.641 -2020-01-09 10:45:00,129.86,217.054,61.88399999999999,32.641 -2020-01-09 11:00:00,129.31,214.91099999999997,61.481,32.641 -2020-01-09 11:15:00,129.73,213.62400000000002,61.481,32.641 -2020-01-09 11:30:00,129.62,212.08599999999998,61.481,32.641 -2020-01-09 11:45:00,128.23,210.895,61.481,32.641 -2020-01-09 12:00:00,128.19,205.817,59.527,32.641 -2020-01-09 12:15:00,126.99,205.28599999999997,59.527,32.641 -2020-01-09 12:30:00,126.29,205.238,59.527,32.641 -2020-01-09 12:45:00,125.88,206.08900000000003,59.527,32.641 -2020-01-09 13:00:00,125.21,204.40099999999998,58.794,32.641 -2020-01-09 13:15:00,125.26,203.859,58.794,32.641 -2020-01-09 13:30:00,120.6,203.476,58.794,32.641 -2020-01-09 13:45:00,123.97,203.37599999999998,58.794,32.641 -2020-01-09 14:00:00,127.41,202.38099999999997,60.32,32.641 -2020-01-09 14:15:00,128.59,202.979,60.32,32.641 -2020-01-09 14:30:00,127.7,203.919,60.32,32.641 -2020-01-09 14:45:00,128.7,204.245,60.32,32.641 -2020-01-09 15:00:00,129.88,205.519,62.52,32.641 -2020-01-09 15:15:00,129.65,206.03,62.52,32.641 -2020-01-09 15:30:00,128.81,208.423,62.52,32.641 -2020-01-09 15:45:00,129.3,210.108,62.52,32.641 -2020-01-09 16:00:00,130.58,210.90200000000002,64.199,32.641 -2020-01-09 16:15:00,132.89,212.55900000000003,64.199,32.641 -2020-01-09 16:30:00,135.51,215.477,64.199,32.641 -2020-01-09 16:45:00,138.94,217.085,64.199,32.641 -2020-01-09 17:00:00,140.54,219.38,68.19800000000001,32.641 -2020-01-09 17:15:00,141.52,220.227,68.19800000000001,32.641 -2020-01-09 17:30:00,142.06,221.187,68.19800000000001,32.641 -2020-01-09 17:45:00,142.3,221.053,68.19800000000001,32.641 -2020-01-09 18:00:00,140.27,222.622,67.899,32.641 -2020-01-09 18:15:00,139.4,219.75400000000002,67.899,32.641 -2020-01-09 18:30:00,137.51,218.52,67.899,32.641 -2020-01-09 18:45:00,137.88,218.67,67.899,32.641 -2020-01-09 19:00:00,135.66,218.199,64.72399999999999,32.641 -2020-01-09 19:15:00,133.63,214.226,64.72399999999999,32.641 -2020-01-09 19:30:00,136.63,211.551,64.72399999999999,32.641 -2020-01-09 19:45:00,136.33,208.028,64.72399999999999,32.641 -2020-01-09 20:00:00,130.0,204.149,64.062,32.641 -2020-01-09 20:15:00,120.43,197.695,64.062,32.641 -2020-01-09 20:30:00,115.58,193.532,64.062,32.641 -2020-01-09 20:45:00,114.76,191.713,64.062,32.641 -2020-01-09 21:00:00,111.28,188.68,57.971000000000004,32.641 -2020-01-09 21:15:00,114.3,186.046,57.971000000000004,32.641 -2020-01-09 21:30:00,112.74,183.96200000000002,57.971000000000004,32.641 -2020-01-09 21:45:00,107.12,182.422,57.971000000000004,32.641 -2020-01-09 22:00:00,103.37,175.37599999999998,53.715,32.641 -2020-01-09 22:15:00,97.81,169.60299999999998,53.715,32.641 -2020-01-09 22:30:00,96.27,155.78,53.715,32.641 -2020-01-09 22:45:00,99.06,147.52700000000002,53.715,32.641 -2020-01-09 23:00:00,96.54,140.78799999999998,47.8,32.641 -2020-01-09 23:15:00,90.59,139.037,47.8,32.641 -2020-01-09 23:30:00,83.45,139.326,47.8,32.641 -2020-01-09 23:45:00,85.64,138.773,47.8,32.641 -2020-01-10 00:00:00,84.68,131.172,43.656000000000006,32.641 -2020-01-10 00:15:00,87.29,130.907,43.656000000000006,32.641 -2020-01-10 00:30:00,86.37,131.95600000000002,43.656000000000006,32.641 -2020-01-10 00:45:00,81.92,133.513,43.656000000000006,32.641 -2020-01-10 01:00:00,80.49,136.08100000000002,41.263000000000005,32.641 -2020-01-10 01:15:00,84.15,137.489,41.263000000000005,32.641 -2020-01-10 01:30:00,82.86,137.643,41.263000000000005,32.641 -2020-01-10 01:45:00,80.26,138.219,41.263000000000005,32.641 -2020-01-10 02:00:00,82.41,140.32299999999998,40.799,32.641 -2020-01-10 02:15:00,82.9,142.0,40.799,32.641 -2020-01-10 02:30:00,82.52,143.188,40.799,32.641 -2020-01-10 02:45:00,78.57,145.32399999999998,40.799,32.641 -2020-01-10 03:00:00,82.79,146.91,41.398,32.641 -2020-01-10 03:15:00,83.34,149.214,41.398,32.641 -2020-01-10 03:30:00,81.33,151.107,41.398,32.641 -2020-01-10 03:45:00,83.38,152.868,41.398,32.641 -2020-01-10 04:00:00,84.86,165.15900000000002,42.38,32.641 -2020-01-10 04:15:00,82.09,176.97400000000002,42.38,32.641 -2020-01-10 04:30:00,80.74,180.197,42.38,32.641 -2020-01-10 04:45:00,81.91,181.887,42.38,32.641 -2020-01-10 05:00:00,85.77,215.43599999999998,46.181000000000004,32.641 -2020-01-10 05:15:00,88.51,245.451,46.181000000000004,32.641 -2020-01-10 05:30:00,92.4,242.31599999999997,46.181000000000004,32.641 -2020-01-10 05:45:00,97.86,235.141,46.181000000000004,32.641 -2020-01-10 06:00:00,105.68,232.324,59.33,32.641 -2020-01-10 06:15:00,110.88,236.578,59.33,32.641 -2020-01-10 06:30:00,114.95,238.657,59.33,32.641 -2020-01-10 06:45:00,120.02,244.748,59.33,32.641 -2020-01-10 07:00:00,125.32,242.745,72.454,32.641 -2020-01-10 07:15:00,129.26,249.206,72.454,32.641 -2020-01-10 07:30:00,133.08,252.229,72.454,32.641 -2020-01-10 07:45:00,137.34,252.824,72.454,32.641 -2020-01-10 08:00:00,138.92,250.329,67.175,32.641 -2020-01-10 08:15:00,139.19,249.984,67.175,32.641 -2020-01-10 08:30:00,142.05,248.93900000000002,67.175,32.641 -2020-01-10 08:45:00,139.98,244.104,67.175,32.641 -2020-01-10 09:00:00,139.84,237.938,65.365,32.641 -2020-01-10 09:15:00,142.47,235.299,65.365,32.641 -2020-01-10 09:30:00,143.87,232.75599999999997,65.365,32.641 -2020-01-10 09:45:00,144.34,229.4,65.365,32.641 -2020-01-10 10:00:00,143.86,222.885,63.95,32.641 -2020-01-10 10:15:00,145.24,219.442,63.95,32.641 -2020-01-10 10:30:00,146.08,215.968,63.95,32.641 -2020-01-10 10:45:00,145.52,213.80700000000002,63.95,32.641 -2020-01-10 11:00:00,143.53,211.615,63.92100000000001,32.641 -2020-01-10 11:15:00,144.41,209.428,63.92100000000001,32.641 -2020-01-10 11:30:00,142.84,209.82,63.92100000000001,32.641 -2020-01-10 11:45:00,140.57,208.75099999999998,63.92100000000001,32.641 -2020-01-10 12:00:00,139.98,204.835,60.79600000000001,32.641 -2020-01-10 12:15:00,139.61,202.088,60.79600000000001,32.641 -2020-01-10 12:30:00,138.38,202.197,60.79600000000001,32.641 -2020-01-10 12:45:00,137.77,203.66400000000002,60.79600000000001,32.641 -2020-01-10 13:00:00,135.76,202.949,59.393,32.641 -2020-01-10 13:15:00,137.41,203.271,59.393,32.641 -2020-01-10 13:30:00,133.35,202.84099999999998,59.393,32.641 -2020-01-10 13:45:00,131.39,202.644,59.393,32.641 -2020-01-10 14:00:00,131.97,200.481,57.943999999999996,32.641 -2020-01-10 14:15:00,132.24,200.84900000000002,57.943999999999996,32.641 -2020-01-10 14:30:00,130.8,202.25,57.943999999999996,32.641 -2020-01-10 14:45:00,131.39,202.96599999999998,57.943999999999996,32.641 -2020-01-10 15:00:00,131.3,203.739,60.153999999999996,32.641 -2020-01-10 15:15:00,130.95,203.773,60.153999999999996,32.641 -2020-01-10 15:30:00,130.15,204.55,60.153999999999996,32.641 -2020-01-10 15:45:00,129.69,206.333,60.153999999999996,32.641 -2020-01-10 16:00:00,130.75,205.926,62.933,32.641 -2020-01-10 16:15:00,132.79,207.87400000000002,62.933,32.641 -2020-01-10 16:30:00,135.68,210.912,62.933,32.641 -2020-01-10 16:45:00,137.72,212.451,62.933,32.641 -2020-01-10 17:00:00,139.5,214.852,68.657,32.641 -2020-01-10 17:15:00,139.88,215.297,68.657,32.641 -2020-01-10 17:30:00,142.57,215.93400000000003,68.657,32.641 -2020-01-10 17:45:00,139.22,215.576,68.657,32.641 -2020-01-10 18:00:00,136.73,217.919,67.111,32.641 -2020-01-10 18:15:00,136.11,214.695,67.111,32.641 -2020-01-10 18:30:00,134.73,213.893,67.111,32.641 -2020-01-10 18:45:00,135.6,214.03400000000002,67.111,32.641 -2020-01-10 19:00:00,132.42,214.46200000000002,62.434,32.641 -2020-01-10 19:15:00,130.68,211.921,62.434,32.641 -2020-01-10 19:30:00,135.53,208.804,62.434,32.641 -2020-01-10 19:45:00,135.12,204.845,62.434,32.641 -2020-01-10 20:00:00,127.21,201.00900000000001,61.763000000000005,32.641 -2020-01-10 20:15:00,118.7,194.521,61.763000000000005,32.641 -2020-01-10 20:30:00,112.79,190.331,61.763000000000005,32.641 -2020-01-10 20:45:00,111.77,189.175,61.763000000000005,32.641 -2020-01-10 21:00:00,108.32,186.59400000000002,56.785,32.641 -2020-01-10 21:15:00,110.88,184.317,56.785,32.641 -2020-01-10 21:30:00,102.73,182.29,56.785,32.641 -2020-01-10 21:45:00,100.86,181.33900000000003,56.785,32.641 -2020-01-10 22:00:00,96.64,175.354,52.693000000000005,32.641 -2020-01-10 22:15:00,93.07,169.468,52.693000000000005,32.641 -2020-01-10 22:30:00,92.88,162.24,52.693000000000005,32.641 -2020-01-10 22:45:00,93.82,157.739,52.693000000000005,32.641 -2020-01-10 23:00:00,88.99,150.405,45.443999999999996,32.641 -2020-01-10 23:15:00,89.2,146.657,45.443999999999996,32.641 -2020-01-10 23:30:00,85.72,145.495,45.443999999999996,32.641 -2020-01-10 23:45:00,80.79,144.237,45.443999999999996,32.641 -2020-01-11 00:00:00,75.56,128.079,44.738,32.459 -2020-01-11 00:15:00,80.09,123.209,44.738,32.459 -2020-01-11 00:30:00,80.07,125.723,44.738,32.459 -2020-01-11 00:45:00,77.68,128.094,44.738,32.459 -2020-01-11 01:00:00,71.96,131.326,40.303000000000004,32.459 -2020-01-11 01:15:00,70.77,131.606,40.303000000000004,32.459 -2020-01-11 01:30:00,68.37,131.253,40.303000000000004,32.459 -2020-01-11 01:45:00,68.2,131.491,40.303000000000004,32.459 -2020-01-11 02:00:00,69.18,134.41899999999998,38.61,32.459 -2020-01-11 02:15:00,74.74,135.753,38.61,32.459 -2020-01-11 02:30:00,74.65,135.797,38.61,32.459 -2020-01-11 02:45:00,74.36,137.984,38.61,32.459 -2020-01-11 03:00:00,67.49,140.34799999999998,37.554,32.459 -2020-01-11 03:15:00,72.14,141.393,37.554,32.459 -2020-01-11 03:30:00,74.34,141.52200000000002,37.554,32.459 -2020-01-11 03:45:00,74.02,143.29399999999998,37.554,32.459 -2020-01-11 04:00:00,69.83,151.159,37.176,32.459 -2020-01-11 04:15:00,66.48,160.25,37.176,32.459 -2020-01-11 04:30:00,66.65,161.23,37.176,32.459 -2020-01-11 04:45:00,68.43,162.349,37.176,32.459 -2020-01-11 05:00:00,69.3,178.98,36.893,32.459 -2020-01-11 05:15:00,68.52,189.00599999999997,36.893,32.459 -2020-01-11 05:30:00,68.35,186.139,36.893,32.459 -2020-01-11 05:45:00,69.45,184.59400000000002,36.893,32.459 -2020-01-11 06:00:00,71.01,201.507,37.803000000000004,32.459 -2020-01-11 06:15:00,71.8,223.074,37.803000000000004,32.459 -2020-01-11 06:30:00,72.53,219.50099999999998,37.803000000000004,32.459 -2020-01-11 06:45:00,74.42,216.02700000000002,37.803000000000004,32.459 -2020-01-11 07:00:00,77.16,210.03799999999998,41.086999999999996,32.459 -2020-01-11 07:15:00,79.89,215.21599999999998,41.086999999999996,32.459 -2020-01-11 07:30:00,82.88,221.06599999999997,41.086999999999996,32.459 -2020-01-11 07:45:00,87.25,225.924,41.086999999999996,32.459 -2020-01-11 08:00:00,89.61,227.84799999999998,48.222,32.459 -2020-01-11 08:15:00,91.87,231.47099999999998,48.222,32.459 -2020-01-11 08:30:00,94.54,232.15900000000002,48.222,32.459 -2020-01-11 08:45:00,97.83,230.68099999999998,48.222,32.459 -2020-01-11 09:00:00,99.9,226.22400000000002,52.791000000000004,32.459 -2020-01-11 09:15:00,102.11,224.375,52.791000000000004,32.459 -2020-01-11 09:30:00,103.03,222.796,52.791000000000004,32.459 -2020-01-11 09:45:00,104.11,219.641,52.791000000000004,32.459 -2020-01-11 10:00:00,105.67,213.37900000000002,54.341,32.459 -2020-01-11 10:15:00,106.52,210.09400000000002,54.341,32.459 -2020-01-11 10:30:00,107.3,206.815,54.341,32.459 -2020-01-11 10:45:00,107.94,206.1,54.341,32.459 -2020-01-11 11:00:00,109.65,204.15400000000002,51.94,32.459 -2020-01-11 11:15:00,111.25,201.162,51.94,32.459 -2020-01-11 11:30:00,111.53,200.33,51.94,32.459 -2020-01-11 11:45:00,111.53,198.183,51.94,32.459 -2020-01-11 12:00:00,110.54,193.285,50.973,32.459 -2020-01-11 12:15:00,109.01,191.19299999999998,50.973,32.459 -2020-01-11 12:30:00,105.95,191.648,50.973,32.459 -2020-01-11 12:45:00,104.43,192.233,50.973,32.459 -2020-01-11 13:00:00,101.49,191.13,48.06399999999999,32.459 -2020-01-11 13:15:00,99.78,189.25,48.06399999999999,32.459 -2020-01-11 13:30:00,98.12,188.30700000000002,48.06399999999999,32.459 -2020-01-11 13:45:00,96.61,188.71200000000002,48.06399999999999,32.459 -2020-01-11 14:00:00,95.14,187.91299999999998,45.707,32.459 -2020-01-11 14:15:00,94.37,187.77599999999998,45.707,32.459 -2020-01-11 14:30:00,94.65,187.243,45.707,32.459 -2020-01-11 14:45:00,94.99,188.178,45.707,32.459 -2020-01-11 15:00:00,94.68,189.683,47.567,32.459 -2020-01-11 15:15:00,94.55,190.521,47.567,32.459 -2020-01-11 15:30:00,93.53,192.94,47.567,32.459 -2020-01-11 15:45:00,96.02,194.787,47.567,32.459 -2020-01-11 16:00:00,97.55,192.99599999999998,52.031000000000006,32.459 -2020-01-11 16:15:00,98.75,195.96900000000002,52.031000000000006,32.459 -2020-01-11 16:30:00,102.68,198.946,52.031000000000006,32.459 -2020-01-11 16:45:00,104.37,201.447,52.031000000000006,32.459 -2020-01-11 17:00:00,106.29,203.333,58.218999999999994,32.459 -2020-01-11 17:15:00,107.17,205.708,58.218999999999994,32.459 -2020-01-11 17:30:00,108.36,206.278,58.218999999999994,32.459 -2020-01-11 17:45:00,109.4,205.47799999999998,58.218999999999994,32.459 -2020-01-11 18:00:00,108.57,207.27200000000002,57.65,32.459 -2020-01-11 18:15:00,108.91,205.892,57.65,32.459 -2020-01-11 18:30:00,108.15,206.44799999999998,57.65,32.459 -2020-01-11 18:45:00,107.83,203.21400000000003,57.65,32.459 -2020-01-11 19:00:00,105.71,204.699,51.261,32.459 -2020-01-11 19:15:00,103.93,201.683,51.261,32.459 -2020-01-11 19:30:00,102.6,199.333,51.261,32.459 -2020-01-11 19:45:00,101.86,195.09900000000002,51.261,32.459 -2020-01-11 20:00:00,97.56,193.503,44.068000000000005,32.459 -2020-01-11 20:15:00,92.87,189.32299999999998,44.068000000000005,32.459 -2020-01-11 20:30:00,90.31,184.799,44.068000000000005,32.459 -2020-01-11 20:45:00,88.48,183.128,44.068000000000005,32.459 -2020-01-11 21:00:00,86.43,183.017,38.861,32.459 -2020-01-11 21:15:00,84.3,181.21200000000002,38.861,32.459 -2020-01-11 21:30:00,83.24,180.489,38.861,32.459 -2020-01-11 21:45:00,82.41,179.149,38.861,32.459 -2020-01-11 22:00:00,79.49,174.601,39.485,32.459 -2020-01-11 22:15:00,77.77,171.377,39.485,32.459 -2020-01-11 22:30:00,76.13,170.824,39.485,32.459 -2020-01-11 22:45:00,75.32,168.31,39.485,32.459 -2020-01-11 23:00:00,72.71,163.583,32.027,32.459 -2020-01-11 23:15:00,71.28,158.07399999999998,32.027,32.459 -2020-01-11 23:30:00,69.11,154.937,32.027,32.459 -2020-01-11 23:45:00,66.62,151.07,32.027,32.459 -2020-01-12 00:00:00,64.99,128.533,26.96,32.459 -2020-01-12 00:15:00,63.46,123.37200000000001,26.96,32.459 -2020-01-12 00:30:00,61.72,125.475,26.96,32.459 -2020-01-12 00:45:00,60.63,128.591,26.96,32.459 -2020-01-12 01:00:00,59.84,131.655,24.295,32.459 -2020-01-12 01:15:00,59.13,133.06,24.295,32.459 -2020-01-12 01:30:00,58.42,133.279,24.295,32.459 -2020-01-12 01:45:00,57.74,133.195,24.295,32.459 -2020-01-12 02:00:00,57.23,135.319,24.268,32.459 -2020-01-12 02:15:00,56.86,135.67700000000002,24.268,32.459 -2020-01-12 02:30:00,56.65,136.64600000000002,24.268,32.459 -2020-01-12 02:45:00,56.47,139.35399999999998,24.268,32.459 -2020-01-12 03:00:00,56.4,142.011,23.373,32.459 -2020-01-12 03:15:00,56.47,142.487,23.373,32.459 -2020-01-12 03:30:00,56.48,144.191,23.373,32.459 -2020-01-12 03:45:00,56.69,145.944,23.373,32.459 -2020-01-12 04:00:00,57.05,153.52700000000002,23.874000000000002,32.459 -2020-01-12 04:15:00,56.86,161.537,23.874000000000002,32.459 -2020-01-12 04:30:00,57.57,162.489,23.874000000000002,32.459 -2020-01-12 04:45:00,58.1,163.93400000000003,23.874000000000002,32.459 -2020-01-12 05:00:00,58.61,176.683,24.871,32.459 -2020-01-12 05:15:00,59.09,184.1,24.871,32.459 -2020-01-12 05:30:00,58.93,181.088,24.871,32.459 -2020-01-12 05:45:00,59.64,179.84799999999998,24.871,32.459 -2020-01-12 06:00:00,60.42,196.84599999999998,23.84,32.459 -2020-01-12 06:15:00,60.79,216.484,23.84,32.459 -2020-01-12 06:30:00,60.98,211.77,23.84,32.459 -2020-01-12 06:45:00,62.52,207.247,23.84,32.459 -2020-01-12 07:00:00,64.57,203.924,27.430999999999997,32.459 -2020-01-12 07:15:00,66.17,208.28099999999998,27.430999999999997,32.459 -2020-01-12 07:30:00,67.93,212.678,27.430999999999997,32.459 -2020-01-12 07:45:00,69.79,216.687,27.430999999999997,32.459 -2020-01-12 08:00:00,71.93,220.56599999999997,33.891999999999996,32.459 -2020-01-12 08:15:00,74.46,223.995,33.891999999999996,32.459 -2020-01-12 08:30:00,76.78,226.389,33.891999999999996,32.459 -2020-01-12 08:45:00,78.97,227.08900000000003,33.891999999999996,32.459 -2020-01-12 09:00:00,80.51,222.19299999999998,37.571,32.459 -2020-01-12 09:15:00,81.13,220.979,37.571,32.459 -2020-01-12 09:30:00,81.84,219.22099999999998,37.571,32.459 -2020-01-12 09:45:00,82.37,215.87099999999998,37.571,32.459 -2020-01-12 10:00:00,81.27,212.296,40.594,32.459 -2020-01-12 10:15:00,79.61,209.584,40.594,32.459 -2020-01-12 10:30:00,79.77,206.93400000000003,40.594,32.459 -2020-01-12 10:45:00,85.58,204.109,40.594,32.459 -2020-01-12 11:00:00,86.51,203.16299999999998,44.133,32.459 -2020-01-12 11:15:00,88.46,200.34099999999998,44.133,32.459 -2020-01-12 11:30:00,91.87,198.543,44.133,32.459 -2020-01-12 11:45:00,93.46,197.037,44.133,32.459 -2020-01-12 12:00:00,91.63,191.477,41.198,32.459 -2020-01-12 12:15:00,90.3,191.49099999999999,41.198,32.459 -2020-01-12 12:30:00,88.06,190.357,41.198,32.459 -2020-01-12 12:45:00,86.68,189.94,41.198,32.459 -2020-01-12 13:00:00,85.19,188.076,37.014,32.459 -2020-01-12 13:15:00,83.88,189.463,37.014,32.459 -2020-01-12 13:30:00,82.6,188.347,37.014,32.459 -2020-01-12 13:45:00,82.08,187.97099999999998,37.014,32.459 -2020-01-12 14:00:00,82.67,187.389,34.934,32.459 -2020-01-12 14:15:00,82.79,188.51,34.934,32.459 -2020-01-12 14:30:00,82.64,189.378,34.934,32.459 -2020-01-12 14:45:00,85.76,189.947,34.934,32.459 -2020-01-12 15:00:00,83.46,189.813,34.588,32.459 -2020-01-12 15:15:00,83.64,191.487,34.588,32.459 -2020-01-12 15:30:00,84.7,194.537,34.588,32.459 -2020-01-12 15:45:00,85.25,197.101,34.588,32.459 -2020-01-12 16:00:00,86.79,197.385,37.874,32.459 -2020-01-12 16:15:00,88.0,199.38,37.874,32.459 -2020-01-12 16:30:00,92.21,202.588,37.874,32.459 -2020-01-12 16:45:00,94.95,205.236,37.874,32.459 -2020-01-12 17:00:00,97.3,207.06599999999997,47.303999999999995,32.459 -2020-01-12 17:15:00,99.15,209.045,47.303999999999995,32.459 -2020-01-12 17:30:00,100.86,209.912,47.303999999999995,32.459 -2020-01-12 17:45:00,102.12,211.532,47.303999999999995,32.459 -2020-01-12 18:00:00,102.63,212.722,48.879,32.459 -2020-01-12 18:15:00,102.78,212.78599999999997,48.879,32.459 -2020-01-12 18:30:00,101.93,211.138,48.879,32.459 -2020-01-12 18:45:00,100.6,209.889,48.879,32.459 -2020-01-12 19:00:00,99.22,210.878,44.826,32.459 -2020-01-12 19:15:00,96.93,208.544,44.826,32.459 -2020-01-12 19:30:00,98.09,206.03599999999997,44.826,32.459 -2020-01-12 19:45:00,94.04,203.36,44.826,32.459 -2020-01-12 20:00:00,92.48,201.725,40.154,32.459 -2020-01-12 20:15:00,90.52,198.604,40.154,32.459 -2020-01-12 20:30:00,88.61,195.35299999999998,40.154,32.459 -2020-01-12 20:45:00,86.91,192.50099999999998,40.154,32.459 -2020-01-12 21:00:00,86.27,189.613,36.549,32.459 -2020-01-12 21:15:00,85.53,187.137,36.549,32.459 -2020-01-12 21:30:00,85.67,186.76,36.549,32.459 -2020-01-12 21:45:00,86.26,185.56099999999998,36.549,32.459 -2020-01-12 22:00:00,84.68,179.642,37.663000000000004,32.459 -2020-01-12 22:15:00,84.59,175.704,37.663000000000004,32.459 -2020-01-12 22:30:00,81.91,171.81099999999998,37.663000000000004,32.459 -2020-01-12 22:45:00,80.26,168.46,37.663000000000004,32.459 -2020-01-12 23:00:00,77.38,160.747,31.945,32.459 -2020-01-12 23:15:00,76.18,157.165,31.945,32.459 -2020-01-12 23:30:00,75.03,154.933,31.945,32.459 -2020-01-12 23:45:00,75.75,152.011,31.945,32.459 -2020-01-13 00:00:00,70.95,133.061,31.533,32.641 -2020-01-13 00:15:00,70.9,131.047,31.533,32.641 -2020-01-13 00:30:00,70.47,133.298,31.533,32.641 -2020-01-13 00:45:00,69.99,135.843,31.533,32.641 -2020-01-13 01:00:00,67.64,138.91,30.56,32.641 -2020-01-13 01:15:00,66.93,139.731,30.56,32.641 -2020-01-13 01:30:00,67.33,139.983,30.56,32.641 -2020-01-13 01:45:00,67.11,140.019,30.56,32.641 -2020-01-13 02:00:00,66.76,142.105,29.55,32.641 -2020-01-13 02:15:00,67.45,144.125,29.55,32.641 -2020-01-13 02:30:00,67.68,145.453,29.55,32.641 -2020-01-13 02:45:00,67.43,147.497,29.55,32.641 -2020-01-13 03:00:00,67.66,151.507,27.059,32.641 -2020-01-13 03:15:00,68.77,153.741,27.059,32.641 -2020-01-13 03:30:00,68.92,155.1,27.059,32.641 -2020-01-13 03:45:00,68.84,156.29399999999998,27.059,32.641 -2020-01-13 04:00:00,70.83,168.38299999999998,28.384,32.641 -2020-01-13 04:15:00,73.73,180.68599999999998,28.384,32.641 -2020-01-13 04:30:00,73.75,184.06799999999998,28.384,32.641 -2020-01-13 04:45:00,77.08,185.655,28.384,32.641 -2020-01-13 05:00:00,81.53,215.06400000000002,35.915,32.641 -2020-01-13 05:15:00,84.06,243.69099999999997,35.915,32.641 -2020-01-13 05:30:00,88.5,241.104,35.915,32.641 -2020-01-13 05:45:00,94.62,233.94400000000002,35.915,32.641 -2020-01-13 06:00:00,104.44,232.146,56.18,32.641 -2020-01-13 06:15:00,112.23,236.292,56.18,32.641 -2020-01-13 06:30:00,114.44,240.037,56.18,32.641 -2020-01-13 06:45:00,119.14,244.743,56.18,32.641 -2020-01-13 07:00:00,126.22,243.983,70.877,32.641 -2020-01-13 07:15:00,129.2,249.511,70.877,32.641 -2020-01-13 07:30:00,131.57,253.109,70.877,32.641 -2020-01-13 07:45:00,131.68,254.268,70.877,32.641 -2020-01-13 08:00:00,135.22,252.912,65.65,32.641 -2020-01-13 08:15:00,134.08,254.079,65.65,32.641 -2020-01-13 08:30:00,135.2,252.06799999999998,65.65,32.641 -2020-01-13 08:45:00,132.28,249.106,65.65,32.641 -2020-01-13 09:00:00,133.04,243.158,62.037,32.641 -2020-01-13 09:15:00,133.98,238.296,62.037,32.641 -2020-01-13 09:30:00,132.22,235.535,62.037,32.641 -2020-01-13 09:45:00,130.3,232.66299999999998,62.037,32.641 -2020-01-13 10:00:00,129.71,227.908,60.409,32.641 -2020-01-13 10:15:00,129.27,224.858,60.409,32.641 -2020-01-13 10:30:00,127.57,221.285,60.409,32.641 -2020-01-13 10:45:00,130.5,219.388,60.409,32.641 -2020-01-13 11:00:00,125.92,215.54,60.211999999999996,32.641 -2020-01-13 11:15:00,126.17,214.65,60.211999999999996,32.641 -2020-01-13 11:30:00,125.52,214.301,60.211999999999996,32.641 -2020-01-13 11:45:00,127.51,212.32299999999998,60.211999999999996,32.641 -2020-01-13 12:00:00,124.16,208.769,57.733000000000004,32.641 -2020-01-13 12:15:00,123.73,208.793,57.733000000000004,32.641 -2020-01-13 12:30:00,123.65,207.995,57.733000000000004,32.641 -2020-01-13 12:45:00,119.92,209.227,57.733000000000004,32.641 -2020-01-13 13:00:00,118.02,207.935,58.695,32.641 -2020-01-13 13:15:00,118.69,207.868,58.695,32.641 -2020-01-13 13:30:00,116.48,206.155,58.695,32.641 -2020-01-13 13:45:00,117.81,205.75,58.695,32.641 -2020-01-13 14:00:00,124.13,204.56,59.505,32.641 -2020-01-13 14:15:00,122.13,204.937,59.505,32.641 -2020-01-13 14:30:00,125.07,205.237,59.505,32.641 -2020-01-13 14:45:00,121.35,205.65,59.505,32.641 -2020-01-13 15:00:00,123.98,207.451,59.946000000000005,32.641 -2020-01-13 15:15:00,125.58,207.59400000000002,59.946000000000005,32.641 -2020-01-13 15:30:00,124.7,209.69,59.946000000000005,32.641 -2020-01-13 15:45:00,124.42,211.794,59.946000000000005,32.641 -2020-01-13 16:00:00,126.95,212.16400000000002,61.766999999999996,32.641 -2020-01-13 16:15:00,128.1,213.343,61.766999999999996,32.641 -2020-01-13 16:30:00,133.84,215.56,61.766999999999996,32.641 -2020-01-13 16:45:00,134.97,216.93400000000003,61.766999999999996,32.641 -2020-01-13 17:00:00,137.72,218.595,67.85600000000001,32.641 -2020-01-13 17:15:00,139.22,219.562,67.85600000000001,32.641 -2020-01-13 17:30:00,140.31,219.893,67.85600000000001,32.641 -2020-01-13 17:45:00,138.79,219.953,67.85600000000001,32.641 -2020-01-13 18:00:00,138.41,221.658,64.564,32.641 -2020-01-13 18:15:00,136.09,219.475,64.564,32.641 -2020-01-13 18:30:00,135.55,218.57299999999998,64.564,32.641 -2020-01-13 18:45:00,135.23,217.93200000000002,64.564,32.641 -2020-01-13 19:00:00,132.57,217.167,58.536,32.641 -2020-01-13 19:15:00,131.58,213.516,58.536,32.641 -2020-01-13 19:30:00,129.12,211.56400000000002,58.536,32.641 -2020-01-13 19:45:00,134.32,208.04,58.536,32.641 -2020-01-13 20:00:00,128.64,203.938,59.888999999999996,32.641 -2020-01-13 20:15:00,125.25,198.085,59.888999999999996,32.641 -2020-01-13 20:30:00,116.68,192.804,59.888999999999996,32.641 -2020-01-13 20:45:00,117.43,191.696,59.888999999999996,32.641 -2020-01-13 21:00:00,109.83,189.396,52.652,32.641 -2020-01-13 21:15:00,114.34,185.62,52.652,32.641 -2020-01-13 21:30:00,113.42,184.334,52.652,32.641 -2020-01-13 21:45:00,107.41,182.62400000000002,52.652,32.641 -2020-01-13 22:00:00,100.72,173.732,46.17,32.641 -2020-01-13 22:15:00,98.52,168.285,46.17,32.641 -2020-01-13 22:30:00,100.74,154.417,46.17,32.641 -2020-01-13 22:45:00,100.33,145.899,46.17,32.641 -2020-01-13 23:00:00,94.57,139.002,36.281,32.641 -2020-01-13 23:15:00,89.14,138.363,36.281,32.641 -2020-01-13 23:30:00,91.26,139.106,36.281,32.641 -2020-01-13 23:45:00,91.53,139.046,36.281,32.641 -2020-01-14 00:00:00,87.82,132.558,38.821999999999996,32.641 -2020-01-14 00:15:00,81.82,132.01,38.821999999999996,32.641 -2020-01-14 00:30:00,84.32,133.167,38.821999999999996,32.641 -2020-01-14 00:45:00,87.32,134.571,38.821999999999996,32.641 -2020-01-14 01:00:00,84.42,137.464,36.936,32.641 -2020-01-14 01:15:00,79.89,137.782,36.936,32.641 -2020-01-14 01:30:00,77.82,138.22899999999998,36.936,32.641 -2020-01-14 01:45:00,79.93,138.631,36.936,32.641 -2020-01-14 02:00:00,82.47,140.761,34.42,32.641 -2020-01-14 02:15:00,81.18,142.563,34.42,32.641 -2020-01-14 02:30:00,78.27,143.282,34.42,32.641 -2020-01-14 02:45:00,83.03,145.312,34.42,32.641 -2020-01-14 03:00:00,82.63,148.03799999999998,33.585,32.641 -2020-01-14 03:15:00,80.68,149.27700000000002,33.585,32.641 -2020-01-14 03:30:00,74.84,151.167,33.585,32.641 -2020-01-14 03:45:00,75.84,152.67600000000002,33.585,32.641 -2020-01-14 04:00:00,76.53,164.63299999999998,35.622,32.641 -2020-01-14 04:15:00,77.34,176.54,35.622,32.641 -2020-01-14 04:30:00,78.06,179.59400000000002,35.622,32.641 -2020-01-14 04:45:00,80.59,182.463,35.622,32.641 -2020-01-14 05:00:00,83.73,217.205,40.599000000000004,32.641 -2020-01-14 05:15:00,86.8,245.519,40.599000000000004,32.641 -2020-01-14 05:30:00,90.08,241.22400000000002,40.599000000000004,32.641 -2020-01-14 05:45:00,95.43,234.15900000000002,40.599000000000004,32.641 -2020-01-14 06:00:00,104.29,230.98,55.203,32.641 -2020-01-14 06:15:00,109.76,236.90900000000002,55.203,32.641 -2020-01-14 06:30:00,114.01,239.98,55.203,32.641 -2020-01-14 06:45:00,118.59,244.38,55.203,32.641 -2020-01-14 07:00:00,125.25,243.42,69.029,32.641 -2020-01-14 07:15:00,128.89,248.783,69.029,32.641 -2020-01-14 07:30:00,129.58,251.75599999999997,69.029,32.641 -2020-01-14 07:45:00,135.04,253.217,69.029,32.641 -2020-01-14 08:00:00,137.03,251.979,65.85300000000001,32.641 -2020-01-14 08:15:00,136.03,252.045,65.85300000000001,32.641 -2020-01-14 08:30:00,135.16,249.79,65.85300000000001,32.641 -2020-01-14 08:45:00,132.47,246.59900000000002,65.85300000000001,32.641 -2020-01-14 09:00:00,135.18,239.695,61.566,32.641 -2020-01-14 09:15:00,137.97,236.602,61.566,32.641 -2020-01-14 09:30:00,137.36,234.543,61.566,32.641 -2020-01-14 09:45:00,138.26,231.315,61.566,32.641 -2020-01-14 10:00:00,140.95,226.03599999999997,61.244,32.641 -2020-01-14 10:15:00,144.05,221.83900000000003,61.244,32.641 -2020-01-14 10:30:00,146.07,218.455,61.244,32.641 -2020-01-14 10:45:00,144.01,216.787,61.244,32.641 -2020-01-14 11:00:00,132.46,214.55200000000002,61.16,32.641 -2020-01-14 11:15:00,135.5,213.266,61.16,32.641 -2020-01-14 11:30:00,136.58,211.74099999999999,61.16,32.641 -2020-01-14 11:45:00,138.0,210.571,61.16,32.641 -2020-01-14 12:00:00,137.63,205.547,59.09,32.641 -2020-01-14 12:15:00,135.35,205.107,59.09,32.641 -2020-01-14 12:30:00,134.93,205.018,59.09,32.641 -2020-01-14 12:45:00,134.94,205.87400000000002,59.09,32.641 -2020-01-14 13:00:00,133.76,204.162,60.21,32.641 -2020-01-14 13:15:00,131.09,203.554,60.21,32.641 -2020-01-14 13:30:00,129.61,203.111,60.21,32.641 -2020-01-14 13:45:00,134.96,202.985,60.21,32.641 -2020-01-14 14:00:00,133.08,202.09599999999998,60.673,32.641 -2020-01-14 14:15:00,132.64,202.65099999999998,60.673,32.641 -2020-01-14 14:30:00,131.69,203.612,60.673,32.641 -2020-01-14 14:45:00,133.24,204.018,60.673,32.641 -2020-01-14 15:00:00,134.24,205.382,62.232,32.641 -2020-01-14 15:15:00,133.79,205.793,62.232,32.641 -2020-01-14 15:30:00,132.79,208.138,62.232,32.641 -2020-01-14 15:45:00,132.99,209.766,62.232,32.641 -2020-01-14 16:00:00,134.62,210.56599999999997,63.611999999999995,32.641 -2020-01-14 16:15:00,133.49,212.261,63.611999999999995,32.641 -2020-01-14 16:30:00,136.5,215.21200000000002,63.611999999999995,32.641 -2020-01-14 16:45:00,140.39,216.851,63.611999999999995,32.641 -2020-01-14 17:00:00,141.25,219.071,70.658,32.641 -2020-01-14 17:15:00,141.82,220.072,70.658,32.641 -2020-01-14 17:30:00,142.91,221.18200000000002,70.658,32.641 -2020-01-14 17:45:00,141.94,221.146,70.658,32.641 -2020-01-14 18:00:00,140.95,222.817,68.361,32.641 -2020-01-14 18:15:00,139.33,220.011,68.361,32.641 -2020-01-14 18:30:00,138.51,218.8,68.361,32.641 -2020-01-14 18:45:00,138.78,219.049,68.361,32.641 -2020-01-14 19:00:00,134.6,218.407,62.922,32.641 -2020-01-14 19:15:00,133.06,214.447,62.922,32.641 -2020-01-14 19:30:00,130.38,211.797,62.922,32.641 -2020-01-14 19:45:00,135.52,208.298,62.922,32.641 -2020-01-14 20:00:00,131.04,204.324,63.251999999999995,32.641 -2020-01-14 20:15:00,124.9,197.88099999999997,63.251999999999995,32.641 -2020-01-14 20:30:00,119.8,193.68200000000002,63.251999999999995,32.641 -2020-01-14 20:45:00,113.77,191.946,63.251999999999995,32.641 -2020-01-14 21:00:00,111.04,188.81599999999997,54.47,32.641 -2020-01-14 21:15:00,115.36,186.09599999999998,54.47,32.641 -2020-01-14 21:30:00,114.69,184.012,54.47,32.641 -2020-01-14 21:45:00,110.23,182.55,54.47,32.641 -2020-01-14 22:00:00,103.08,175.484,51.12,32.641 -2020-01-14 22:15:00,98.43,169.798,51.12,32.641 -2020-01-14 22:30:00,97.92,156.011,51.12,32.641 -2020-01-14 22:45:00,100.32,147.8,51.12,32.641 -2020-01-14 23:00:00,96.47,140.96200000000002,42.156000000000006,32.641 -2020-01-14 23:15:00,92.03,139.256,42.156000000000006,32.641 -2020-01-14 23:30:00,86.85,139.628,42.156000000000006,32.641 -2020-01-14 23:45:00,87.06,139.088,42.156000000000006,32.641 -2020-01-15 00:00:00,86.86,132.626,37.192,32.641 -2020-01-15 00:15:00,87.23,132.058,37.192,32.641 -2020-01-15 00:30:00,85.9,133.19799999999998,37.192,32.641 -2020-01-15 00:45:00,82.51,134.589,37.192,32.641 -2020-01-15 01:00:00,83.73,137.483,32.24,32.641 -2020-01-15 01:15:00,83.66,137.791,32.24,32.641 -2020-01-15 01:30:00,80.75,138.233,32.24,32.641 -2020-01-15 01:45:00,76.71,138.627,32.24,32.641 -2020-01-15 02:00:00,83.36,140.768,30.34,32.641 -2020-01-15 02:15:00,84.01,142.57,30.34,32.641 -2020-01-15 02:30:00,81.99,143.299,30.34,32.641 -2020-01-15 02:45:00,77.46,145.328,30.34,32.641 -2020-01-15 03:00:00,75.23,148.05,29.129,32.641 -2020-01-15 03:15:00,76.54,149.305,29.129,32.641 -2020-01-15 03:30:00,77.67,151.195,29.129,32.641 -2020-01-15 03:45:00,77.78,152.713,29.129,32.641 -2020-01-15 04:00:00,83.87,164.64700000000002,30.075,32.641 -2020-01-15 04:15:00,85.62,176.545,30.075,32.641 -2020-01-15 04:30:00,87.03,179.59900000000002,30.075,32.641 -2020-01-15 04:45:00,87.26,182.463,30.075,32.641 -2020-01-15 05:00:00,92.08,217.16400000000002,35.684,32.641 -2020-01-15 05:15:00,95.05,245.451,35.684,32.641 -2020-01-15 05:30:00,93.94,241.158,35.684,32.641 -2020-01-15 05:45:00,97.28,234.112,35.684,32.641 -2020-01-15 06:00:00,105.8,230.955,51.49,32.641 -2020-01-15 06:15:00,110.68,236.893,51.49,32.641 -2020-01-15 06:30:00,116.49,239.972,51.49,32.641 -2020-01-15 06:45:00,120.13,244.398,51.49,32.641 -2020-01-15 07:00:00,127.25,243.456,68.242,32.641 -2020-01-15 07:15:00,130.04,248.804,68.242,32.641 -2020-01-15 07:30:00,133.29,251.75599999999997,68.242,32.641 -2020-01-15 07:45:00,136.04,253.19299999999998,68.242,32.641 -2020-01-15 08:00:00,138.64,251.947,63.619,32.641 -2020-01-15 08:15:00,135.35,251.99599999999998,63.619,32.641 -2020-01-15 08:30:00,135.07,249.706,63.619,32.641 -2020-01-15 08:45:00,135.36,246.498,63.619,32.641 -2020-01-15 09:00:00,138.48,239.581,61.333,32.641 -2020-01-15 09:15:00,137.35,236.493,61.333,32.641 -2020-01-15 09:30:00,139.08,234.452,61.333,32.641 -2020-01-15 09:45:00,139.42,231.21900000000002,61.333,32.641 -2020-01-15 10:00:00,139.42,225.94299999999998,59.663000000000004,32.641 -2020-01-15 10:15:00,139.9,221.75400000000002,59.663000000000004,32.641 -2020-01-15 10:30:00,142.04,218.365,59.663000000000004,32.641 -2020-01-15 10:45:00,143.07,216.702,59.663000000000004,32.641 -2020-01-15 11:00:00,139.95,214.44799999999998,59.771,32.641 -2020-01-15 11:15:00,139.24,213.165,59.771,32.641 -2020-01-15 11:30:00,137.7,211.642,59.771,32.641 -2020-01-15 11:45:00,137.77,210.477,59.771,32.641 -2020-01-15 12:00:00,137.15,205.465,58.723,32.641 -2020-01-15 12:15:00,135.27,205.044,58.723,32.641 -2020-01-15 12:30:00,135.67,204.94400000000002,58.723,32.641 -2020-01-15 12:45:00,137.77,205.801,58.723,32.641 -2020-01-15 13:00:00,136.15,204.08700000000002,58.727,32.641 -2020-01-15 13:15:00,136.78,203.465,58.727,32.641 -2020-01-15 13:30:00,136.5,203.01,58.727,32.641 -2020-01-15 13:45:00,136.87,202.877,58.727,32.641 -2020-01-15 14:00:00,136.85,202.014,59.803999999999995,32.641 -2020-01-15 14:15:00,134.91,202.55900000000003,59.803999999999995,32.641 -2020-01-15 14:30:00,134.1,203.52200000000002,59.803999999999995,32.641 -2020-01-15 14:45:00,135.12,203.94400000000002,59.803999999999995,32.641 -2020-01-15 15:00:00,135.73,205.327,61.05,32.641 -2020-01-15 15:15:00,134.79,205.715,61.05,32.641 -2020-01-15 15:30:00,132.55,208.048,61.05,32.641 -2020-01-15 15:45:00,131.89,209.665,61.05,32.641 -2020-01-15 16:00:00,132.28,210.465,64.012,32.641 -2020-01-15 16:15:00,134.26,212.166,64.012,32.641 -2020-01-15 16:30:00,136.16,215.123,64.012,32.641 -2020-01-15 16:45:00,138.74,216.766,64.012,32.641 -2020-01-15 17:00:00,141.87,218.972,66.751,32.641 -2020-01-15 17:15:00,142.23,220.003,66.751,32.641 -2020-01-15 17:30:00,143.82,221.144,66.751,32.641 -2020-01-15 17:45:00,143.42,221.12900000000002,66.751,32.641 -2020-01-15 18:00:00,142.04,222.82,65.91199999999999,32.641 -2020-01-15 18:15:00,140.16,220.03099999999998,65.91199999999999,32.641 -2020-01-15 18:30:00,139.4,218.824,65.91199999999999,32.641 -2020-01-15 18:45:00,140.52,219.09400000000002,65.91199999999999,32.641 -2020-01-15 19:00:00,137.94,218.416,63.324,32.641 -2020-01-15 19:15:00,133.64,214.46099999999998,63.324,32.641 -2020-01-15 19:30:00,130.94,211.817,63.324,32.641 -2020-01-15 19:45:00,129.29,208.326,63.324,32.641 -2020-01-15 20:00:00,123.9,204.331,63.573,32.641 -2020-01-15 20:15:00,121.7,197.892,63.573,32.641 -2020-01-15 20:30:00,116.5,193.687,63.573,32.641 -2020-01-15 20:45:00,115.14,191.967,63.573,32.641 -2020-01-15 21:00:00,110.98,188.81799999999998,55.073,32.641 -2020-01-15 21:15:00,115.16,186.081,55.073,32.641 -2020-01-15 21:30:00,114.07,183.99599999999998,55.073,32.641 -2020-01-15 21:45:00,110.47,182.551,55.073,32.641 -2020-01-15 22:00:00,101.67,175.48,51.321999999999996,32.641 -2020-01-15 22:15:00,100.33,169.81099999999998,51.321999999999996,32.641 -2020-01-15 22:30:00,96.77,156.029,51.321999999999996,32.641 -2020-01-15 22:45:00,95.32,147.825,51.321999999999996,32.641 -2020-01-15 23:00:00,97.65,140.968,42.09,32.641 -2020-01-15 23:15:00,96.42,139.27200000000002,42.09,32.641 -2020-01-15 23:30:00,91.99,139.661,42.09,32.641 -2020-01-15 23:45:00,86.16,139.125,42.09,32.641 -2020-01-16 00:00:00,87.33,139.56,38.399,32.641 -2020-01-16 00:15:00,88.49,139.33,38.399,32.641 -2020-01-16 00:30:00,88.26,140.88299999999998,38.399,32.641 -2020-01-16 00:45:00,83.0,142.724,38.399,32.641 -2020-01-16 01:00:00,83.99,145.79399999999998,36.94,32.641 -2020-01-16 01:15:00,85.07,145.787,36.94,32.641 -2020-01-16 01:30:00,84.84,146.149,36.94,32.641 -2020-01-16 01:45:00,79.18,146.644,36.94,32.641 -2020-01-16 02:00:00,80.14,148.93200000000002,35.275,32.641 -2020-01-16 02:15:00,85.15,151.02200000000002,35.275,32.641 -2020-01-16 02:30:00,84.32,152.084,35.275,32.641 -2020-01-16 02:45:00,82.42,154.27100000000002,35.275,32.641 -2020-01-16 03:00:00,77.71,157.27,35.329,32.641 -2020-01-16 03:15:00,84.16,158.311,35.329,32.641 -2020-01-16 03:30:00,85.53,160.137,35.329,32.641 -2020-01-16 03:45:00,85.45,162.055,35.329,32.641 -2020-01-16 04:00:00,78.58,173.658,36.275,32.641 -2020-01-16 04:15:00,79.47,185.22099999999998,36.275,32.641 -2020-01-16 04:30:00,81.13,188.989,36.275,32.641 -2020-01-16 04:45:00,82.77,192.137,36.275,32.641 -2020-01-16 05:00:00,86.6,227.294,42.193999999999996,32.641 -2020-01-16 05:15:00,89.37,255.28799999999998,42.193999999999996,32.641 -2020-01-16 05:30:00,93.2,250.99099999999999,42.193999999999996,32.641 -2020-01-16 05:45:00,98.25,244.456,42.193999999999996,32.641 -2020-01-16 06:00:00,106.36,241.44099999999997,56.422,32.641 -2020-01-16 06:15:00,111.91,247.579,56.422,32.641 -2020-01-16 06:30:00,115.81,250.795,56.422,32.641 -2020-01-16 06:45:00,121.56,255.86900000000003,56.422,32.641 -2020-01-16 07:00:00,125.43,254.107,72.569,32.641 -2020-01-16 07:15:00,128.69,259.99,72.569,32.641 -2020-01-16 07:30:00,132.2,263.454,72.569,32.641 -2020-01-16 07:45:00,136.04,265.41200000000003,72.569,32.641 -2020-01-16 08:00:00,137.28,264.069,67.704,32.641 -2020-01-16 08:15:00,136.74,264.55400000000003,67.704,32.641 -2020-01-16 08:30:00,137.81,262.16900000000004,67.704,32.641 -2020-01-16 08:45:00,135.89,259.421,67.704,32.641 -2020-01-16 09:00:00,137.97,252.798,63.434,32.641 -2020-01-16 09:15:00,140.1,249.953,63.434,32.641 -2020-01-16 09:30:00,141.78,248.072,63.434,32.641 -2020-01-16 09:45:00,141.49,244.673,63.434,32.641 -2020-01-16 10:00:00,142.24,238.75599999999997,61.88399999999999,32.641 -2020-01-16 10:15:00,140.48,234.90400000000002,61.88399999999999,32.641 -2020-01-16 10:30:00,140.15,230.903,61.88399999999999,32.641 -2020-01-16 10:45:00,140.59,229.00799999999998,61.88399999999999,32.641 -2020-01-16 11:00:00,140.53,225.988,61.481,32.641 -2020-01-16 11:15:00,141.45,224.646,61.481,32.641 -2020-01-16 11:30:00,141.71,222.722,61.481,32.641 -2020-01-16 11:45:00,139.21,222.058,61.481,32.641 -2020-01-16 12:00:00,136.2,218.021,59.527,32.641 -2020-01-16 12:15:00,135.53,217.612,59.527,32.641 -2020-01-16 12:30:00,135.7,217.34900000000002,59.527,32.641 -2020-01-16 12:45:00,136.9,217.868,59.527,32.641 -2020-01-16 13:00:00,135.4,215.40400000000002,58.794,32.641 -2020-01-16 13:15:00,134.78,214.74099999999999,58.794,32.641 -2020-01-16 13:30:00,132.47,213.917,58.794,32.641 -2020-01-16 13:45:00,132.22,214.22,58.794,32.641 -2020-01-16 14:00:00,128.13,213.833,60.32,32.641 -2020-01-16 14:15:00,126.7,214.40200000000002,60.32,32.641 -2020-01-16 14:30:00,124.84,215.28599999999997,60.32,32.641 -2020-01-16 14:45:00,124.2,215.984,60.32,32.641 -2020-01-16 15:00:00,125.48,216.856,62.52,32.641 -2020-01-16 15:15:00,125.05,217.75799999999998,62.52,32.641 -2020-01-16 15:30:00,126.77,219.547,62.52,32.641 -2020-01-16 15:45:00,129.95,220.50099999999998,62.52,32.641 -2020-01-16 16:00:00,132.47,222.225,64.199,32.641 -2020-01-16 16:15:00,131.37,224.09099999999998,64.199,32.641 -2020-01-16 16:30:00,133.46,226.852,64.199,32.641 -2020-01-16 16:45:00,136.14,228.108,64.199,32.641 -2020-01-16 17:00:00,140.04,230.606,68.19800000000001,32.641 -2020-01-16 17:15:00,139.73,231.262,68.19800000000001,32.641 -2020-01-16 17:30:00,140.43,232.16,68.19800000000001,32.641 -2020-01-16 17:45:00,140.42,231.972,68.19800000000001,32.641 -2020-01-16 18:00:00,138.81,233.65400000000002,67.899,32.641 -2020-01-16 18:15:00,136.53,230.218,67.899,32.641 -2020-01-16 18:30:00,137.16,229.18400000000003,67.899,32.641 -2020-01-16 18:45:00,136.92,229.485,67.899,32.641 -2020-01-16 19:00:00,133.32,227.865,64.72399999999999,32.641 -2020-01-16 19:15:00,131.23,223.705,64.72399999999999,32.641 -2020-01-16 19:30:00,133.3,220.62099999999998,64.72399999999999,32.641 -2020-01-16 19:45:00,135.03,217.56900000000002,64.72399999999999,32.641 -2020-01-16 20:00:00,127.62,213.46200000000002,64.062,32.641 -2020-01-16 20:15:00,119.26,206.58700000000002,64.062,32.641 -2020-01-16 20:30:00,116.31,202.333,64.062,32.641 -2020-01-16 20:45:00,111.77,201.076,64.062,32.641 -2020-01-16 21:00:00,108.51,197.449,57.971000000000004,32.641 -2020-01-16 21:15:00,112.3,194.61,57.971000000000004,32.641 -2020-01-16 21:30:00,110.27,192.56900000000002,57.971000000000004,32.641 -2020-01-16 21:45:00,106.27,190.99400000000003,57.971000000000004,32.641 -2020-01-16 22:00:00,97.28,183.658,53.715,32.641 -2020-01-16 22:15:00,96.36,177.688,53.715,32.641 -2020-01-16 22:30:00,94.99,163.819,53.715,32.641 -2020-01-16 22:45:00,98.2,155.327,53.715,32.641 -2020-01-16 23:00:00,94.28,147.961,47.8,32.641 -2020-01-16 23:15:00,91.98,146.525,47.8,32.641 -2020-01-16 23:30:00,84.84,146.689,47.8,32.641 -2020-01-16 23:45:00,82.59,146.202,47.8,32.641 -2020-01-17 00:00:00,85.95,138.651,43.656000000000006,32.641 -2020-01-17 00:15:00,86.53,138.59799999999998,43.656000000000006,32.641 -2020-01-17 00:30:00,85.43,139.931,43.656000000000006,32.641 -2020-01-17 00:45:00,79.36,141.822,43.656000000000006,32.641 -2020-01-17 01:00:00,80.97,144.585,41.263000000000005,32.641 -2020-01-17 01:15:00,83.5,145.747,41.263000000000005,32.641 -2020-01-17 01:30:00,83.45,145.722,41.263000000000005,32.641 -2020-01-17 01:45:00,80.4,146.374,41.263000000000005,32.641 -2020-01-17 02:00:00,78.23,148.619,40.799,32.641 -2020-01-17 02:15:00,74.91,150.584,40.799,32.641 -2020-01-17 02:30:00,73.54,152.134,40.799,32.641 -2020-01-17 02:45:00,74.37,154.489,40.799,32.641 -2020-01-17 03:00:00,79.04,156.16899999999998,41.398,32.641 -2020-01-17 03:15:00,83.49,158.55200000000002,41.398,32.641 -2020-01-17 03:30:00,84.6,160.399,41.398,32.641 -2020-01-17 03:45:00,82.01,162.561,41.398,32.641 -2020-01-17 04:00:00,77.58,174.391,42.38,32.641 -2020-01-17 04:15:00,78.35,185.93099999999998,42.38,32.641 -2020-01-17 04:30:00,79.29,189.803,42.38,32.641 -2020-01-17 04:45:00,82.16,191.699,42.38,32.641 -2020-01-17 05:00:00,85.97,225.387,46.181000000000004,32.641 -2020-01-17 05:15:00,87.85,254.97799999999998,46.181000000000004,32.641 -2020-01-17 05:30:00,94.06,251.938,46.181000000000004,32.641 -2020-01-17 05:45:00,97.27,245.42700000000002,46.181000000000004,32.641 -2020-01-17 06:00:00,106.38,242.907,59.33,32.641 -2020-01-17 06:15:00,111.42,247.27,59.33,32.641 -2020-01-17 06:30:00,115.82,249.47,59.33,32.641 -2020-01-17 06:45:00,119.88,256.536,59.33,32.641 -2020-01-17 07:00:00,127.7,253.679,72.454,32.641 -2020-01-17 07:15:00,130.26,260.601,72.454,32.641 -2020-01-17 07:30:00,132.73,264.178,72.454,32.641 -2020-01-17 07:45:00,134.99,265.091,72.454,32.641 -2020-01-17 08:00:00,136.8,262.293,67.175,32.641 -2020-01-17 08:15:00,135.31,262.188,67.175,32.641 -2020-01-17 08:30:00,136.28,260.932,67.175,32.641 -2020-01-17 08:45:00,136.61,256.327,67.175,32.641 -2020-01-17 09:00:00,136.32,250.61700000000002,65.365,32.641 -2020-01-17 09:15:00,137.58,248.14,65.365,32.641 -2020-01-17 09:30:00,139.47,245.88400000000001,65.365,32.641 -2020-01-17 09:45:00,139.06,242.29,65.365,32.641 -2020-01-17 10:00:00,137.15,235.06400000000002,63.95,32.641 -2020-01-17 10:15:00,136.31,232.081,63.95,32.641 -2020-01-17 10:30:00,137.15,227.899,63.95,32.641 -2020-01-17 10:45:00,138.46,225.50599999999997,63.95,32.641 -2020-01-17 11:00:00,138.45,222.419,63.92100000000001,32.641 -2020-01-17 11:15:00,140.66,220.19799999999998,63.92100000000001,32.641 -2020-01-17 11:30:00,142.55,220.382,63.92100000000001,32.641 -2020-01-17 11:45:00,141.43,219.925,63.92100000000001,32.641 -2020-01-17 12:00:00,140.64,217.108,60.79600000000001,32.641 -2020-01-17 12:15:00,141.7,214.36599999999999,60.79600000000001,32.641 -2020-01-17 12:30:00,140.79,214.257,60.79600000000001,32.641 -2020-01-17 12:45:00,140.1,215.50099999999998,60.79600000000001,32.641 -2020-01-17 13:00:00,138.62,214.043,59.393,32.641 -2020-01-17 13:15:00,137.23,214.293,59.393,32.641 -2020-01-17 13:30:00,134.36,213.351,59.393,32.641 -2020-01-17 13:45:00,134.11,213.528,59.393,32.641 -2020-01-17 14:00:00,133.51,211.956,57.943999999999996,32.641 -2020-01-17 14:15:00,133.72,212.239,57.943999999999996,32.641 -2020-01-17 14:30:00,131.64,213.493,57.943999999999996,32.641 -2020-01-17 14:45:00,132.21,214.667,57.943999999999996,32.641 -2020-01-17 15:00:00,131.29,215.00400000000002,60.153999999999996,32.641 -2020-01-17 15:15:00,129.71,215.408,60.153999999999996,32.641 -2020-01-17 15:30:00,128.64,215.49900000000002,60.153999999999996,32.641 -2020-01-17 15:45:00,127.96,216.497,60.153999999999996,32.641 -2020-01-17 16:00:00,129.48,217.007,62.933,32.641 -2020-01-17 16:15:00,129.9,219.145,62.933,32.641 -2020-01-17 16:30:00,132.34,222.05,62.933,32.641 -2020-01-17 16:45:00,137.1,223.28400000000002,62.933,32.641 -2020-01-17 17:00:00,139.8,225.78599999999997,68.657,32.641 -2020-01-17 17:15:00,138.22,226.025,68.657,32.641 -2020-01-17 17:30:00,139.12,226.56900000000002,68.657,32.641 -2020-01-17 17:45:00,139.16,226.158,68.657,32.641 -2020-01-17 18:00:00,138.22,228.674,67.111,32.641 -2020-01-17 18:15:00,136.69,224.929,67.111,32.641 -2020-01-17 18:30:00,135.95,224.361,67.111,32.641 -2020-01-17 18:45:00,135.85,224.62599999999998,67.111,32.641 -2020-01-17 19:00:00,132.67,223.908,62.434,32.641 -2020-01-17 19:15:00,129.94,221.23,62.434,32.641 -2020-01-17 19:30:00,127.9,217.68,62.434,32.641 -2020-01-17 19:45:00,126.36,214.235,62.434,32.641 -2020-01-17 20:00:00,119.39,210.176,61.763000000000005,32.641 -2020-01-17 20:15:00,116.31,203.215,61.763000000000005,32.641 -2020-01-17 20:30:00,112.3,198.968,61.763000000000005,32.641 -2020-01-17 20:45:00,109.84,198.465,61.763000000000005,32.641 -2020-01-17 21:00:00,104.58,195.234,56.785,32.641 -2020-01-17 21:15:00,101.37,192.667,56.785,32.641 -2020-01-17 21:30:00,99.26,190.696,56.785,32.641 -2020-01-17 21:45:00,97.84,189.733,56.785,32.641 -2020-01-17 22:00:00,96.2,183.52700000000002,52.693000000000005,32.641 -2020-01-17 22:15:00,91.12,177.456,52.693000000000005,32.641 -2020-01-17 22:30:00,88.41,170.262,52.693000000000005,32.641 -2020-01-17 22:45:00,87.24,165.695,52.693000000000005,32.641 -2020-01-17 23:00:00,83.19,157.593,45.443999999999996,32.641 -2020-01-17 23:15:00,82.01,154.141,45.443999999999996,32.641 -2020-01-17 23:30:00,80.42,152.884,45.443999999999996,32.641 -2020-01-17 23:45:00,79.42,151.662,45.443999999999996,32.641 -2020-01-18 00:00:00,75.81,135.17700000000002,44.738,32.459 -2020-01-18 00:15:00,73.43,130.239,44.738,32.459 -2020-01-18 00:30:00,72.12,133.179,44.738,32.459 -2020-01-18 00:45:00,70.8,136.001,44.738,32.459 -2020-01-18 01:00:00,68.46,139.438,40.303000000000004,32.459 -2020-01-18 01:15:00,68.68,139.34,40.303000000000004,32.459 -2020-01-18 01:30:00,68.0,138.83100000000002,40.303000000000004,32.459 -2020-01-18 01:45:00,67.64,139.023,40.303000000000004,32.459 -2020-01-18 02:00:00,66.26,142.22299999999998,38.61,32.459 -2020-01-18 02:15:00,66.19,143.881,38.61,32.459 -2020-01-18 02:30:00,65.47,144.265,38.61,32.459 -2020-01-18 02:45:00,65.76,146.61,38.61,32.459 -2020-01-18 03:00:00,65.61,149.232,37.554,32.459 -2020-01-18 03:15:00,65.84,150.313,37.554,32.459 -2020-01-18 03:30:00,64.93,150.23,37.554,32.459 -2020-01-18 03:45:00,66.07,152.283,37.554,32.459 -2020-01-18 04:00:00,65.87,159.47899999999998,37.176,32.459 -2020-01-18 04:15:00,66.39,168.15,37.176,32.459 -2020-01-18 04:30:00,65.9,169.74400000000003,37.176,32.459 -2020-01-18 04:45:00,68.46,170.998,37.176,32.459 -2020-01-18 05:00:00,67.62,187.06400000000002,36.893,32.459 -2020-01-18 05:15:00,67.44,195.977,36.893,32.459 -2020-01-18 05:30:00,68.22,193.09,36.893,32.459 -2020-01-18 05:45:00,68.87,192.283,36.893,32.459 -2020-01-18 06:00:00,70.41,210.16299999999998,37.803000000000004,32.459 -2020-01-18 06:15:00,71.3,232.584,37.803000000000004,32.459 -2020-01-18 06:30:00,73.03,228.908,37.803000000000004,32.459 -2020-01-18 06:45:00,75.0,225.896,37.803000000000004,32.459 -2020-01-18 07:00:00,78.98,218.862,41.086999999999996,32.459 -2020-01-18 07:15:00,80.53,224.50599999999997,41.086999999999996,32.459 -2020-01-18 07:30:00,83.81,231.007,41.086999999999996,32.459 -2020-01-18 07:45:00,85.94,236.44799999999998,41.086999999999996,32.459 -2020-01-18 08:00:00,88.7,238.415,48.222,32.459 -2020-01-18 08:15:00,89.91,242.604,48.222,32.459 -2020-01-18 08:30:00,92.41,243.21,48.222,32.459 -2020-01-18 08:45:00,95.69,242.15099999999998,48.222,32.459 -2020-01-18 09:00:00,98.41,238.05700000000002,52.791000000000004,32.459 -2020-01-18 09:15:00,98.48,236.391,52.791000000000004,32.459 -2020-01-18 09:30:00,102.21,235.132,52.791000000000004,32.459 -2020-01-18 09:45:00,100.36,231.793,52.791000000000004,32.459 -2020-01-18 10:00:00,100.12,224.771,54.341,32.459 -2020-01-18 10:15:00,100.75,221.933,54.341,32.459 -2020-01-18 10:30:00,101.87,217.99599999999998,54.341,32.459 -2020-01-18 10:45:00,102.85,217.19299999999998,54.341,32.459 -2020-01-18 11:00:00,101.48,214.399,51.94,32.459 -2020-01-18 11:15:00,103.12,211.248,51.94,32.459 -2020-01-18 11:30:00,103.04,210.08900000000003,51.94,32.459 -2020-01-18 11:45:00,100.05,208.422,51.94,32.459 -2020-01-18 12:00:00,97.04,204.50599999999997,50.973,32.459 -2020-01-18 12:15:00,95.62,202.4,50.973,32.459 -2020-01-18 12:30:00,92.58,202.668,50.973,32.459 -2020-01-18 12:45:00,92.09,202.90200000000002,50.973,32.459 -2020-01-18 13:00:00,90.24,201.095,48.06399999999999,32.459 -2020-01-18 13:15:00,87.19,199.011,48.06399999999999,32.459 -2020-01-18 13:30:00,86.44,197.50099999999998,48.06399999999999,32.459 -2020-01-18 13:45:00,89.07,198.437,48.06399999999999,32.459 -2020-01-18 14:00:00,85.42,198.355,45.707,32.459 -2020-01-18 14:15:00,85.02,198.19299999999998,45.707,32.459 -2020-01-18 14:30:00,88.14,197.393,45.707,32.459 -2020-01-18 14:45:00,88.52,198.765,45.707,32.459 -2020-01-18 15:00:00,88.89,199.88299999999998,47.567,32.459 -2020-01-18 15:15:00,89.04,201.095,47.567,32.459 -2020-01-18 15:30:00,91.84,202.926,47.567,32.459 -2020-01-18 15:45:00,89.9,204.063,47.567,32.459 -2020-01-18 16:00:00,91.8,202.982,52.031000000000006,32.459 -2020-01-18 16:15:00,92.59,206.278,52.031000000000006,32.459 -2020-01-18 16:30:00,94.37,209.09900000000002,52.031000000000006,32.459 -2020-01-18 16:45:00,98.68,211.359,52.031000000000006,32.459 -2020-01-18 17:00:00,104.16,213.451,58.218999999999994,32.459 -2020-01-18 17:15:00,105.49,215.894,58.218999999999994,32.459 -2020-01-18 17:30:00,106.99,216.37900000000002,58.218999999999994,32.459 -2020-01-18 17:45:00,107.98,215.463,58.218999999999994,32.459 -2020-01-18 18:00:00,108.94,217.34,57.65,32.459 -2020-01-18 18:15:00,110.75,215.455,57.65,32.459 -2020-01-18 18:30:00,108.32,216.24099999999999,57.65,32.459 -2020-01-18 18:45:00,107.67,213.148,57.65,32.459 -2020-01-18 19:00:00,105.41,213.674,51.261,32.459 -2020-01-18 19:15:00,104.23,210.55700000000002,51.261,32.459 -2020-01-18 19:30:00,103.1,207.775,51.261,32.459 -2020-01-18 19:45:00,104.08,203.93900000000002,51.261,32.459 -2020-01-18 20:00:00,96.04,202.172,44.068000000000005,32.459 -2020-01-18 20:15:00,93.37,197.706,44.068000000000005,32.459 -2020-01-18 20:30:00,90.26,193.16400000000002,44.068000000000005,32.459 -2020-01-18 20:45:00,88.26,191.99400000000003,44.068000000000005,32.459 -2020-01-18 21:00:00,85.63,191.48,38.861,32.459 -2020-01-18 21:15:00,83.97,189.435,38.861,32.459 -2020-01-18 21:30:00,82.78,188.83599999999998,38.861,32.459 -2020-01-18 21:45:00,81.38,187.49400000000003,38.861,32.459 -2020-01-18 22:00:00,78.87,182.81099999999998,39.485,32.459 -2020-01-18 22:15:00,77.45,179.549,39.485,32.459 -2020-01-18 22:30:00,74.7,179.446,39.485,32.459 -2020-01-18 22:45:00,73.83,176.96,39.485,32.459 -2020-01-18 23:00:00,70.86,171.66400000000002,32.027,32.459 -2020-01-18 23:15:00,70.25,166.322,32.027,32.459 -2020-01-18 23:30:00,67.49,162.817,32.027,32.459 -2020-01-18 23:45:00,66.15,158.811,32.027,32.459 -2020-01-19 00:00:00,63.53,135.497,26.96,32.459 -2020-01-19 00:15:00,61.94,130.341,26.96,32.459 -2020-01-19 00:30:00,60.49,132.85,26.96,32.459 -2020-01-19 00:45:00,59.53,136.483,26.96,32.459 -2020-01-19 01:00:00,58.12,139.71,24.295,32.459 -2020-01-19 01:15:00,58.27,140.829,24.295,32.459 -2020-01-19 01:30:00,57.64,140.945,24.295,32.459 -2020-01-19 01:45:00,57.35,140.821,24.295,32.459 -2020-01-19 02:00:00,56.61,143.149,24.268,32.459 -2020-01-19 02:15:00,56.08,143.701,24.268,32.459 -2020-01-19 02:30:00,55.8,145.066,24.268,32.459 -2020-01-19 02:45:00,56.32,147.996,24.268,32.459 -2020-01-19 03:00:00,55.66,150.884,23.373,32.459 -2020-01-19 03:15:00,55.71,151.326,23.373,32.459 -2020-01-19 03:30:00,55.81,153.001,23.373,32.459 -2020-01-19 03:45:00,56.11,155.10299999999998,23.373,32.459 -2020-01-19 04:00:00,55.85,162.005,23.874000000000002,32.459 -2020-01-19 04:15:00,56.49,169.545,23.874000000000002,32.459 -2020-01-19 04:30:00,57.02,170.997,23.874000000000002,32.459 -2020-01-19 04:45:00,57.49,172.642,23.874000000000002,32.459 -2020-01-19 05:00:00,58.49,184.49599999999998,24.871,32.459 -2020-01-19 05:15:00,58.83,190.658,24.871,32.459 -2020-01-19 05:30:00,58.88,187.644,24.871,32.459 -2020-01-19 05:45:00,59.64,187.18900000000002,24.871,32.459 -2020-01-19 06:00:00,59.96,205.362,23.84,32.459 -2020-01-19 06:15:00,60.41,225.62599999999998,23.84,32.459 -2020-01-19 06:30:00,60.71,220.766,23.84,32.459 -2020-01-19 06:45:00,64.2,216.699,23.84,32.459 -2020-01-19 07:00:00,64.77,212.528,27.430999999999997,32.459 -2020-01-19 07:15:00,65.87,217.419,27.430999999999997,32.459 -2020-01-19 07:30:00,68.27,222.238,27.430999999999997,32.459 -2020-01-19 07:45:00,70.01,226.76,27.430999999999997,32.459 -2020-01-19 08:00:00,72.98,230.78099999999998,33.891999999999996,32.459 -2020-01-19 08:15:00,74.51,234.66099999999997,33.891999999999996,32.459 -2020-01-19 08:30:00,77.33,237.02900000000002,33.891999999999996,32.459 -2020-01-19 08:45:00,79.56,238.33,33.891999999999996,32.459 -2020-01-19 09:00:00,81.57,233.78099999999998,37.571,32.459 -2020-01-19 09:15:00,83.04,232.83599999999998,37.571,32.459 -2020-01-19 09:30:00,86.55,231.352,37.571,32.459 -2020-01-19 09:45:00,86.23,227.72299999999998,37.571,32.459 -2020-01-19 10:00:00,87.7,223.55200000000002,40.594,32.459 -2020-01-19 10:15:00,89.59,221.326,40.594,32.459 -2020-01-19 10:30:00,90.48,218.054,40.594,32.459 -2020-01-19 10:45:00,92.41,214.893,40.594,32.459 -2020-01-19 11:00:00,94.56,213.213,44.133,32.459 -2020-01-19 11:15:00,98.06,210.283,44.133,32.459 -2020-01-19 11:30:00,99.96,208.044,44.133,32.459 -2020-01-19 11:45:00,100.24,207.048,44.133,32.459 -2020-01-19 12:00:00,97.6,202.331,41.198,32.459 -2020-01-19 12:15:00,96.12,202.545,41.198,32.459 -2020-01-19 12:30:00,92.64,201.079,41.198,32.459 -2020-01-19 12:45:00,92.83,200.282,41.198,32.459 -2020-01-19 13:00:00,87.94,197.68400000000003,37.014,32.459 -2020-01-19 13:15:00,87.17,199.167,37.014,32.459 -2020-01-19 13:30:00,85.79,197.56099999999998,37.014,32.459 -2020-01-19 13:45:00,85.29,197.56599999999997,37.014,32.459 -2020-01-19 14:00:00,84.54,197.63099999999997,34.934,32.459 -2020-01-19 14:15:00,83.97,198.785,34.934,32.459 -2020-01-19 14:30:00,84.35,199.588,34.934,32.459 -2020-01-19 14:45:00,85.14,200.653,34.934,32.459 -2020-01-19 15:00:00,84.99,199.99,34.588,32.459 -2020-01-19 15:15:00,84.82,202.16,34.588,32.459 -2020-01-19 15:30:00,85.3,204.67700000000002,34.588,32.459 -2020-01-19 15:45:00,84.88,206.55900000000003,34.588,32.459 -2020-01-19 16:00:00,86.12,207.805,37.874,32.459 -2020-01-19 16:15:00,86.01,210.03400000000002,37.874,32.459 -2020-01-19 16:30:00,87.08,213.02700000000002,37.874,32.459 -2020-01-19 16:45:00,89.57,215.435,37.874,32.459 -2020-01-19 17:00:00,97.87,217.421,47.303999999999995,32.459 -2020-01-19 17:15:00,102.85,219.338,47.303999999999995,32.459 -2020-01-19 17:30:00,105.44,220.085,47.303999999999995,32.459 -2020-01-19 17:45:00,106.76,221.72400000000002,47.303999999999995,32.459 -2020-01-19 18:00:00,106.95,222.90200000000002,48.879,32.459 -2020-01-19 18:15:00,108.0,222.58700000000002,48.879,32.459 -2020-01-19 18:30:00,104.37,221.048,48.879,32.459 -2020-01-19 18:45:00,103.14,220.05900000000003,48.879,32.459 -2020-01-19 19:00:00,101.77,219.907,44.826,32.459 -2020-01-19 19:15:00,99.54,217.583,44.826,32.459 -2020-01-19 19:30:00,98.11,214.65400000000002,44.826,32.459 -2020-01-19 19:45:00,96.83,212.50400000000002,44.826,32.459 -2020-01-19 20:00:00,98.04,210.7,40.154,32.459 -2020-01-19 20:15:00,101.48,207.36900000000003,40.154,32.459 -2020-01-19 20:30:00,97.9,204.132,40.154,32.459 -2020-01-19 20:45:00,89.29,201.812,40.154,32.459 -2020-01-19 21:00:00,89.58,198.354,36.549,32.459 -2020-01-19 21:15:00,86.78,195.61900000000003,36.549,32.459 -2020-01-19 21:30:00,86.94,195.425,36.549,32.459 -2020-01-19 21:45:00,87.39,194.21200000000002,36.549,32.459 -2020-01-19 22:00:00,87.92,187.94099999999997,37.663000000000004,32.459 -2020-01-19 22:15:00,85.91,184.03,37.663000000000004,32.459 -2020-01-19 22:30:00,86.09,180.403,37.663000000000004,32.459 -2020-01-19 22:45:00,90.89,177.109,37.663000000000004,32.459 -2020-01-19 23:00:00,87.77,168.668,31.945,32.459 -2020-01-19 23:15:00,86.14,165.292,31.945,32.459 -2020-01-19 23:30:00,80.64,162.781,31.945,32.459 -2020-01-19 23:45:00,82.46,159.77200000000002,31.945,32.459 -2020-01-20 00:00:00,84.43,140.184,31.533,32.641 -2020-01-20 00:15:00,82.35,138.34799999999998,31.533,32.641 -2020-01-20 00:30:00,79.55,141.045,31.533,32.641 -2020-01-20 00:45:00,74.22,144.09799999999998,31.533,32.641 -2020-01-20 01:00:00,68.93,147.299,30.56,32.641 -2020-01-20 01:15:00,74.43,147.789,30.56,32.641 -2020-01-20 01:30:00,78.16,147.909,30.56,32.641 -2020-01-20 01:45:00,77.86,147.925,30.56,32.641 -2020-01-20 02:00:00,74.11,150.179,29.55,32.641 -2020-01-20 02:15:00,78.18,152.602,29.55,32.641 -2020-01-20 02:30:00,78.02,154.341,29.55,32.641 -2020-01-20 02:45:00,78.43,156.56799999999998,29.55,32.641 -2020-01-20 03:00:00,75.4,160.888,27.059,32.641 -2020-01-20 03:15:00,72.87,163.166,27.059,32.641 -2020-01-20 03:30:00,73.43,164.412,27.059,32.641 -2020-01-20 03:45:00,74.76,165.95,27.059,32.641 -2020-01-20 04:00:00,81.45,177.48,28.384,32.641 -2020-01-20 04:15:00,80.59,189.41,28.384,32.641 -2020-01-20 04:30:00,78.24,193.53599999999997,28.384,32.641 -2020-01-20 04:45:00,80.69,195.301,28.384,32.641 -2020-01-20 05:00:00,85.34,224.606,35.915,32.641 -2020-01-20 05:15:00,87.03,252.854,35.915,32.641 -2020-01-20 05:30:00,92.23,250.43200000000002,35.915,32.641 -2020-01-20 05:45:00,96.51,243.827,35.915,32.641 -2020-01-20 06:00:00,105.11,242.514,56.18,32.641 -2020-01-20 06:15:00,109.59,246.791,56.18,32.641 -2020-01-20 06:30:00,116.86,250.736,56.18,32.641 -2020-01-20 06:45:00,120.28,256.20099999999996,56.18,32.641 -2020-01-20 07:00:00,128.01,254.76,70.877,32.641 -2020-01-20 07:15:00,133.06,260.723,70.877,32.641 -2020-01-20 07:30:00,134.78,264.745,70.877,32.641 -2020-01-20 07:45:00,134.45,266.157,70.877,32.641 -2020-01-20 08:00:00,137.24,264.639,65.65,32.641 -2020-01-20 08:15:00,136.02,266.177,65.65,32.641 -2020-01-20 08:30:00,137.76,263.861,65.65,32.641 -2020-01-20 08:45:00,135.54,261.198,65.65,32.641 -2020-01-20 09:00:00,137.3,255.574,62.037,32.641 -2020-01-20 09:15:00,140.43,250.84400000000002,62.037,32.641 -2020-01-20 09:30:00,141.76,248.355,62.037,32.641 -2020-01-20 09:45:00,141.7,245.425,62.037,32.641 -2020-01-20 10:00:00,140.32,239.98,60.409,32.641 -2020-01-20 10:15:00,143.66,237.407,60.409,32.641 -2020-01-20 10:30:00,143.46,233.18,60.409,32.641 -2020-01-20 10:45:00,142.34,231.155,60.409,32.641 -2020-01-20 11:00:00,141.51,226.299,60.211999999999996,32.641 -2020-01-20 11:15:00,141.96,225.43,60.211999999999996,32.641 -2020-01-20 11:30:00,141.04,224.695,60.211999999999996,32.641 -2020-01-20 11:45:00,140.21,223.153,60.211999999999996,32.641 -2020-01-20 12:00:00,137.28,220.753,57.733000000000004,32.641 -2020-01-20 12:15:00,135.08,220.96900000000002,57.733000000000004,32.641 -2020-01-20 12:30:00,134.0,219.947,57.733000000000004,32.641 -2020-01-20 12:45:00,133.78,220.92700000000002,57.733000000000004,32.641 -2020-01-20 13:00:00,132.27,218.886,58.695,32.641 -2020-01-20 13:15:00,132.8,218.87,58.695,32.641 -2020-01-20 13:30:00,131.49,216.606,58.695,32.641 -2020-01-20 13:45:00,135.03,216.507,58.695,32.641 -2020-01-20 14:00:00,134.0,215.979,59.505,32.641 -2020-01-20 14:15:00,133.27,216.283,59.505,32.641 -2020-01-20 14:30:00,132.16,216.48,59.505,32.641 -2020-01-20 14:45:00,133.29,217.21,59.505,32.641 -2020-01-20 15:00:00,134.34,218.625,59.946000000000005,32.641 -2020-01-20 15:15:00,131.87,219.19099999999997,59.946000000000005,32.641 -2020-01-20 15:30:00,131.59,220.61599999999999,59.946000000000005,32.641 -2020-01-20 15:45:00,130.93,222.04,59.946000000000005,32.641 -2020-01-20 16:00:00,132.11,223.24900000000002,61.766999999999996,32.641 -2020-01-20 16:15:00,130.14,224.595,61.766999999999996,32.641 -2020-01-20 16:30:00,131.7,226.576,61.766999999999996,32.641 -2020-01-20 16:45:00,135.3,227.615,61.766999999999996,32.641 -2020-01-20 17:00:00,141.09,229.46099999999998,67.85600000000001,32.641 -2020-01-20 17:15:00,139.31,230.275,67.85600000000001,32.641 -2020-01-20 17:30:00,138.86,230.47799999999998,67.85600000000001,32.641 -2020-01-20 17:45:00,138.41,230.486,67.85600000000001,32.641 -2020-01-20 18:00:00,138.69,232.252,64.564,32.641 -2020-01-20 18:15:00,137.29,229.68,64.564,32.641 -2020-01-20 18:30:00,136.61,228.98,64.564,32.641 -2020-01-20 18:45:00,137.05,228.43400000000003,64.564,32.641 -2020-01-20 19:00:00,133.91,226.423,58.536,32.641 -2020-01-20 19:15:00,132.7,222.625,58.536,32.641 -2020-01-20 19:30:00,128.93,220.31099999999998,58.536,32.641 -2020-01-20 19:45:00,128.61,217.30700000000002,58.536,32.641 -2020-01-20 20:00:00,121.04,212.972,59.888999999999996,32.641 -2020-01-20 20:15:00,117.83,206.653,59.888999999999996,32.641 -2020-01-20 20:30:00,115.43,201.231,59.888999999999996,32.641 -2020-01-20 20:45:00,114.45,200.747,59.888999999999996,32.641 -2020-01-20 21:00:00,108.29,197.956,52.652,32.641 -2020-01-20 21:15:00,112.06,193.812,52.652,32.641 -2020-01-20 21:30:00,112.01,192.627,52.652,32.641 -2020-01-20 21:45:00,109.57,190.88400000000001,52.652,32.641 -2020-01-20 22:00:00,100.81,181.58599999999998,46.17,32.641 -2020-01-20 22:15:00,98.31,175.95,46.17,32.641 -2020-01-20 22:30:00,96.61,162.003,46.17,32.641 -2020-01-20 22:45:00,99.56,153.227,46.17,32.641 -2020-01-20 23:00:00,96.3,145.66,36.281,32.641 -2020-01-20 23:15:00,94.34,145.513,36.281,32.641 -2020-01-20 23:30:00,84.13,146.162,36.281,32.641 -2020-01-20 23:45:00,85.68,146.227,36.281,32.641 -2020-01-21 00:00:00,88.44,139.76,38.821999999999996,32.641 -2020-01-21 00:15:00,87.49,139.435,38.821999999999996,32.641 -2020-01-21 00:30:00,86.84,140.901,38.821999999999996,32.641 -2020-01-21 00:45:00,82.6,142.671,38.821999999999996,32.641 -2020-01-21 01:00:00,84.63,145.717,36.936,32.641 -2020-01-21 01:15:00,85.35,145.653,36.936,32.641 -2020-01-21 01:30:00,83.29,145.993,36.936,32.641 -2020-01-21 01:45:00,81.04,146.444,36.936,32.641 -2020-01-21 02:00:00,83.81,148.781,34.42,32.641 -2020-01-21 02:15:00,86.37,150.878,34.42,32.641 -2020-01-21 02:30:00,82.71,151.991,34.42,32.641 -2020-01-21 02:45:00,82.96,154.17600000000002,34.42,32.641 -2020-01-21 03:00:00,82.05,157.155,33.585,32.641 -2020-01-21 03:15:00,84.36,158.278,33.585,32.641 -2020-01-21 03:30:00,78.36,160.099,33.585,32.641 -2020-01-21 03:45:00,85.53,162.072,33.585,32.641 -2020-01-21 04:00:00,85.62,173.56400000000002,35.622,32.641 -2020-01-21 04:15:00,85.41,185.06599999999997,35.622,32.641 -2020-01-21 04:30:00,84.33,188.84900000000002,35.622,32.641 -2020-01-21 04:45:00,89.36,191.958,35.622,32.641 -2020-01-21 05:00:00,95.38,226.903,40.599000000000004,32.641 -2020-01-21 05:15:00,91.27,254.767,40.599000000000004,32.641 -2020-01-21 05:30:00,93.24,250.47400000000002,40.599000000000004,32.641 -2020-01-21 05:45:00,98.12,244.033,40.599000000000004,32.641 -2020-01-21 06:00:00,108.67,241.128,55.203,32.641 -2020-01-21 06:15:00,112.52,247.321,55.203,32.641 -2020-01-21 06:30:00,114.67,250.555,55.203,32.641 -2020-01-21 06:45:00,119.03,255.76,55.203,32.641 -2020-01-21 07:00:00,126.8,254.093,69.029,32.641 -2020-01-21 07:15:00,129.56,259.89599999999996,69.029,32.641 -2020-01-21 07:30:00,135.6,263.238,69.029,32.641 -2020-01-21 07:45:00,132.37,265.056,69.029,32.641 -2020-01-21 08:00:00,134.51,263.666,65.85300000000001,32.641 -2020-01-21 08:15:00,134.53,264.052,65.85300000000001,32.641 -2020-01-21 08:30:00,135.3,261.45099999999996,65.85300000000001,32.641 -2020-01-21 08:45:00,136.72,258.621,65.85300000000001,32.641 -2020-01-21 09:00:00,137.69,251.945,61.566,32.641 -2020-01-21 09:15:00,138.99,249.12900000000002,61.566,32.641 -2020-01-21 09:30:00,140.22,247.34099999999998,61.566,32.641 -2020-01-21 09:45:00,141.41,243.92,61.566,32.641 -2020-01-21 10:00:00,138.32,238.024,61.244,32.641 -2020-01-21 10:15:00,140.84,234.231,61.244,32.641 -2020-01-21 10:30:00,140.25,230.209,61.244,32.641 -2020-01-21 10:45:00,139.51,228.35,61.244,32.641 -2020-01-21 11:00:00,139.77,225.236,61.16,32.641 -2020-01-21 11:15:00,140.28,223.91,61.16,32.641 -2020-01-21 11:30:00,141.43,222.003,61.16,32.641 -2020-01-21 11:45:00,141.15,221.368,61.16,32.641 -2020-01-21 12:00:00,137.98,217.40200000000002,59.09,32.641 -2020-01-21 12:15:00,136.33,217.08900000000003,59.09,32.641 -2020-01-21 12:30:00,134.76,216.75599999999997,59.09,32.641 -2020-01-21 12:45:00,135.83,217.27200000000002,59.09,32.641 -2020-01-21 13:00:00,136.03,214.812,60.21,32.641 -2020-01-21 13:15:00,137.42,214.06099999999998,60.21,32.641 -2020-01-21 13:30:00,136.56,213.168,60.21,32.641 -2020-01-21 13:45:00,136.51,213.452,60.21,32.641 -2020-01-21 14:00:00,133.43,213.22400000000002,60.673,32.641 -2020-01-21 14:15:00,132.93,213.732,60.673,32.641 -2020-01-21 14:30:00,131.47,214.611,60.673,32.641 -2020-01-21 14:45:00,132.26,215.398,60.673,32.641 -2020-01-21 15:00:00,133.45,216.356,62.232,32.641 -2020-01-21 15:15:00,131.81,217.135,62.232,32.641 -2020-01-21 15:30:00,129.92,218.83700000000002,62.232,32.641 -2020-01-21 15:45:00,129.62,219.72,62.232,32.641 -2020-01-21 16:00:00,130.89,221.453,63.611999999999995,32.641 -2020-01-21 16:15:00,130.05,223.34099999999998,63.611999999999995,32.641 -2020-01-21 16:30:00,131.99,226.138,63.611999999999995,32.641 -2020-01-21 16:45:00,133.7,227.4,63.611999999999995,32.641 -2020-01-21 17:00:00,141.22,229.834,70.658,32.641 -2020-01-21 17:15:00,139.73,230.655,70.658,32.641 -2020-01-21 17:30:00,139.98,231.72299999999998,70.658,32.641 -2020-01-21 17:45:00,140.83,231.653,70.658,32.641 -2020-01-21 18:00:00,139.47,233.438,68.361,32.641 -2020-01-21 18:15:00,137.77,230.11900000000003,68.361,32.641 -2020-01-21 18:30:00,136.43,229.109,68.361,32.641 -2020-01-21 18:45:00,136.05,229.52200000000002,68.361,32.641 -2020-01-21 19:00:00,132.77,227.708,62.922,32.641 -2020-01-21 19:15:00,131.36,223.574,62.922,32.641 -2020-01-21 19:30:00,136.19,220.53799999999998,62.922,32.641 -2020-01-21 19:45:00,137.49,217.548,62.922,32.641 -2020-01-21 20:00:00,125.64,213.32299999999998,63.251999999999995,32.641 -2020-01-21 20:15:00,119.24,206.47299999999998,63.251999999999995,32.641 -2020-01-21 20:30:00,114.43,202.202,63.251999999999995,32.641 -2020-01-21 20:45:00,114.99,201.021,63.251999999999995,32.641 -2020-01-21 21:00:00,107.66,197.293,54.47,32.641 -2020-01-21 21:15:00,113.17,194.36599999999999,54.47,32.641 -2020-01-21 21:30:00,112.31,192.32,54.47,32.641 -2020-01-21 21:45:00,106.88,190.829,54.47,32.641 -2020-01-21 22:00:00,100.25,183.455,51.12,32.641 -2020-01-21 22:15:00,96.44,177.588,51.12,32.641 -2020-01-21 22:30:00,95.56,163.696,51.12,32.641 -2020-01-21 22:45:00,98.08,155.245,51.12,32.641 -2020-01-21 23:00:00,92.47,147.793,42.156000000000006,32.641 -2020-01-21 23:15:00,91.54,146.417,42.156000000000006,32.641 -2020-01-21 23:30:00,85.61,146.672,42.156000000000006,32.641 -2020-01-21 23:45:00,89.01,146.222,42.156000000000006,32.641 -2020-01-22 00:00:00,85.62,139.774,37.192,32.641 -2020-01-22 00:15:00,81.83,139.43200000000002,37.192,32.641 -2020-01-22 00:30:00,78.79,140.88,37.192,32.641 -2020-01-22 00:45:00,84.5,142.636,37.192,32.641 -2020-01-22 01:00:00,81.61,145.673,32.24,32.641 -2020-01-22 01:15:00,82.94,145.59799999999998,32.24,32.641 -2020-01-22 01:30:00,75.82,145.93200000000002,32.24,32.641 -2020-01-22 01:45:00,81.67,146.376,32.24,32.641 -2020-01-22 02:00:00,79.49,148.722,30.34,32.641 -2020-01-22 02:15:00,76.77,150.81799999999998,30.34,32.641 -2020-01-22 02:30:00,76.68,151.94299999999998,30.34,32.641 -2020-01-22 02:45:00,75.36,154.127,30.34,32.641 -2020-01-22 03:00:00,80.37,157.10399999999998,29.129,32.641 -2020-01-22 03:15:00,81.93,158.24,29.129,32.641 -2020-01-22 03:30:00,80.31,160.061,29.129,32.641 -2020-01-22 03:45:00,81.37,162.04399999999998,29.129,32.641 -2020-01-22 04:00:00,84.25,173.516,30.075,32.641 -2020-01-22 04:15:00,85.11,185.007,30.075,32.641 -2020-01-22 04:30:00,83.8,188.795,30.075,32.641 -2020-01-22 04:45:00,87.55,191.895,30.075,32.641 -2020-01-22 05:00:00,91.73,226.801,35.684,32.641 -2020-01-22 05:15:00,94.75,254.644,35.684,32.641 -2020-01-22 05:30:00,92.38,250.34900000000002,35.684,32.641 -2020-01-22 05:45:00,96.78,243.924,35.684,32.641 -2020-01-22 06:00:00,106.02,241.03900000000002,51.49,32.641 -2020-01-22 06:15:00,111.14,247.24400000000003,51.49,32.641 -2020-01-22 06:30:00,115.37,250.47799999999998,51.49,32.641 -2020-01-22 06:45:00,120.3,255.707,51.49,32.641 -2020-01-22 07:00:00,127.38,254.05900000000003,68.242,32.641 -2020-01-22 07:15:00,127.79,259.843,68.242,32.641 -2020-01-22 07:30:00,130.4,263.16,68.242,32.641 -2020-01-22 07:45:00,128.61,264.947,68.242,32.641 -2020-01-22 08:00:00,135.29,263.547,63.619,32.641 -2020-01-22 08:15:00,132.82,263.91200000000003,63.619,32.641 -2020-01-22 08:30:00,133.56,261.265,63.619,32.641 -2020-01-22 08:45:00,131.49,258.42,63.619,32.641 -2020-01-22 09:00:00,132.7,251.735,61.333,32.641 -2020-01-22 09:15:00,134.67,248.925,61.333,32.641 -2020-01-22 09:30:00,136.96,247.155,61.333,32.641 -2020-01-22 09:45:00,137.72,243.732,61.333,32.641 -2020-01-22 10:00:00,135.4,237.84,59.663000000000004,32.641 -2020-01-22 10:15:00,135.86,234.06,59.663000000000004,32.641 -2020-01-22 10:30:00,135.23,230.037,59.663000000000004,32.641 -2020-01-22 10:45:00,135.61,228.18599999999998,59.663000000000004,32.641 -2020-01-22 11:00:00,134.31,225.054,59.771,32.641 -2020-01-22 11:15:00,134.36,223.733,59.771,32.641 -2020-01-22 11:30:00,133.1,221.829,59.771,32.641 -2020-01-22 11:45:00,129.04,221.201,59.771,32.641 -2020-01-22 12:00:00,125.42,217.24900000000002,58.723,32.641 -2020-01-22 12:15:00,124.01,216.957,58.723,32.641 -2020-01-22 12:30:00,120.56,216.608,58.723,32.641 -2020-01-22 12:45:00,119.44,217.122,58.723,32.641 -2020-01-22 13:00:00,117.85,214.667,58.727,32.641 -2020-01-22 13:15:00,117.79,213.896,58.727,32.641 -2020-01-22 13:30:00,112.65,212.987,58.727,32.641 -2020-01-22 13:45:00,116.56,213.269,58.727,32.641 -2020-01-22 14:00:00,117.4,213.078,59.803999999999995,32.641 -2020-01-22 14:15:00,121.18,213.571,59.803999999999995,32.641 -2020-01-22 14:30:00,122.83,214.44799999999998,59.803999999999995,32.641 -2020-01-22 14:45:00,124.29,215.252,59.803999999999995,32.641 -2020-01-22 15:00:00,121.07,216.226,61.05,32.641 -2020-01-22 15:15:00,118.8,216.98,61.05,32.641 -2020-01-22 15:30:00,120.0,218.66099999999997,61.05,32.641 -2020-01-22 15:45:00,121.57,219.53,61.05,32.641 -2020-01-22 16:00:00,124.33,221.263,64.012,32.641 -2020-01-22 16:15:00,123.18,223.155,64.012,32.641 -2020-01-22 16:30:00,126.48,225.959,64.012,32.641 -2020-01-22 16:45:00,129.37,227.22,64.012,32.641 -2020-01-22 17:00:00,135.39,229.643,66.751,32.641 -2020-01-22 17:15:00,135.01,230.495,66.751,32.641 -2020-01-22 17:30:00,137.03,231.59799999999998,66.751,32.641 -2020-01-22 17:45:00,138.51,231.55200000000002,66.751,32.641 -2020-01-22 18:00:00,137.18,233.358,65.91199999999999,32.641 -2020-01-22 18:15:00,135.84,230.067,65.91199999999999,32.641 -2020-01-22 18:30:00,133.59,229.06,65.91199999999999,32.641 -2020-01-22 18:45:00,134.99,229.49599999999998,65.91199999999999,32.641 -2020-01-22 19:00:00,132.74,227.643,63.324,32.641 -2020-01-22 19:15:00,130.93,223.517,63.324,32.641 -2020-01-22 19:30:00,136.71,220.49200000000002,63.324,32.641 -2020-01-22 19:45:00,135.36,217.517,63.324,32.641 -2020-01-22 20:00:00,124.6,213.267,63.573,32.641 -2020-01-22 20:15:00,117.48,206.424,63.573,32.641 -2020-01-22 20:30:00,112.16,202.15200000000002,63.573,32.641 -2020-01-22 20:45:00,113.32,200.983,63.573,32.641 -2020-01-22 21:00:00,105.36,197.236,55.073,32.641 -2020-01-22 21:15:00,110.61,194.291,55.073,32.641 -2020-01-22 21:30:00,110.22,192.24599999999998,55.073,32.641 -2020-01-22 21:45:00,104.07,190.769,55.073,32.641 -2020-01-22 22:00:00,99.2,183.387,51.321999999999996,32.641 -2020-01-22 22:15:00,94.35,177.542,51.321999999999996,32.641 -2020-01-22 22:30:00,90.06,163.64,51.321999999999996,32.641 -2020-01-22 22:45:00,89.79,155.197,51.321999999999996,32.641 -2020-01-22 23:00:00,82.0,147.72899999999998,42.09,32.641 -2020-01-22 23:15:00,82.55,146.36700000000002,42.09,32.641 -2020-01-22 23:30:00,87.0,146.639,42.09,32.641 -2020-01-22 23:45:00,88.39,146.19899999999998,42.09,32.641 -2020-01-23 00:00:00,83.32,139.778,38.399,32.641 -2020-01-23 00:15:00,78.11,139.42,38.399,32.641 -2020-01-23 00:30:00,80.92,140.849,38.399,32.641 -2020-01-23 00:45:00,83.96,142.593,38.399,32.641 -2020-01-23 01:00:00,80.81,145.619,36.94,32.641 -2020-01-23 01:15:00,75.12,145.533,36.94,32.641 -2020-01-23 01:30:00,75.03,145.861,36.94,32.641 -2020-01-23 01:45:00,72.02,146.297,36.94,32.641 -2020-01-23 02:00:00,77.81,148.651,35.275,32.641 -2020-01-23 02:15:00,79.24,150.75,35.275,32.641 -2020-01-23 02:30:00,80.05,151.886,35.275,32.641 -2020-01-23 02:45:00,75.79,154.06799999999998,35.275,32.641 -2020-01-23 03:00:00,71.98,157.043,35.329,32.641 -2020-01-23 03:15:00,76.32,158.19299999999998,35.329,32.641 -2020-01-23 03:30:00,81.55,160.012,35.329,32.641 -2020-01-23 03:45:00,81.7,162.007,35.329,32.641 -2020-01-23 04:00:00,79.93,173.46,36.275,32.641 -2020-01-23 04:15:00,78.74,184.93900000000002,36.275,32.641 -2020-01-23 04:30:00,85.06,188.732,36.275,32.641 -2020-01-23 04:45:00,87.85,191.82299999999998,36.275,32.641 -2020-01-23 05:00:00,88.57,226.69,42.193999999999996,32.641 -2020-01-23 05:15:00,86.51,254.516,42.193999999999996,32.641 -2020-01-23 05:30:00,89.63,250.215,42.193999999999996,32.641 -2020-01-23 05:45:00,95.12,243.808,42.193999999999996,32.641 -2020-01-23 06:00:00,102.82,240.94299999999998,56.422,32.641 -2020-01-23 06:15:00,109.43,247.16,56.422,32.641 -2020-01-23 06:30:00,111.99,250.392,56.422,32.641 -2020-01-23 06:45:00,117.62,255.642,56.422,32.641 -2020-01-23 07:00:00,125.86,254.014,72.569,32.641 -2020-01-23 07:15:00,132.26,259.78,72.569,32.641 -2020-01-23 07:30:00,134.8,263.07,72.569,32.641 -2020-01-23 07:45:00,132.33,264.827,72.569,32.641 -2020-01-23 08:00:00,134.07,263.414,67.704,32.641 -2020-01-23 08:15:00,132.87,263.758,67.704,32.641 -2020-01-23 08:30:00,136.34,261.065,67.704,32.641 -2020-01-23 08:45:00,132.86,258.20599999999996,67.704,32.641 -2020-01-23 09:00:00,133.61,251.513,63.434,32.641 -2020-01-23 09:15:00,133.41,248.707,63.434,32.641 -2020-01-23 09:30:00,135.43,246.957,63.434,32.641 -2020-01-23 09:45:00,135.05,243.53,63.434,32.641 -2020-01-23 10:00:00,134.75,237.644,61.88399999999999,32.641 -2020-01-23 10:15:00,136.32,233.87900000000002,61.88399999999999,32.641 -2020-01-23 10:30:00,134.68,229.854,61.88399999999999,32.641 -2020-01-23 10:45:00,136.01,228.01,61.88399999999999,32.641 -2020-01-23 11:00:00,136.01,224.862,61.481,32.641 -2020-01-23 11:15:00,134.32,223.547,61.481,32.641 -2020-01-23 11:30:00,130.61,221.64700000000002,61.481,32.641 -2020-01-23 11:45:00,133.98,221.024,61.481,32.641 -2020-01-23 12:00:00,134.51,217.088,59.527,32.641 -2020-01-23 12:15:00,132.67,216.815,59.527,32.641 -2020-01-23 12:30:00,132.94,216.449,59.527,32.641 -2020-01-23 12:45:00,133.32,216.96200000000002,59.527,32.641 -2020-01-23 13:00:00,132.61,214.511,58.794,32.641 -2020-01-23 13:15:00,132.78,213.72099999999998,58.794,32.641 -2020-01-23 13:30:00,128.88,212.799,58.794,32.641 -2020-01-23 13:45:00,128.87,213.078,58.794,32.641 -2020-01-23 14:00:00,127.62,212.922,60.32,32.641 -2020-01-23 14:15:00,129.42,213.40200000000002,60.32,32.641 -2020-01-23 14:30:00,128.31,214.275,60.32,32.641 -2020-01-23 14:45:00,128.39,215.09599999999998,60.32,32.641 -2020-01-23 15:00:00,129.2,216.08700000000002,62.52,32.641 -2020-01-23 15:15:00,128.37,216.81400000000002,62.52,32.641 -2020-01-23 15:30:00,125.84,218.475,62.52,32.641 -2020-01-23 15:45:00,125.84,219.328,62.52,32.641 -2020-01-23 16:00:00,127.22,221.063,64.199,32.641 -2020-01-23 16:15:00,127.3,222.956,64.199,32.641 -2020-01-23 16:30:00,128.99,225.766,64.199,32.641 -2020-01-23 16:45:00,131.38,227.025,64.199,32.641 -2020-01-23 17:00:00,137.71,229.438,68.19800000000001,32.641 -2020-01-23 17:15:00,137.9,230.322,68.19800000000001,32.641 -2020-01-23 17:30:00,140.75,231.459,68.19800000000001,32.641 -2020-01-23 17:45:00,138.94,231.43900000000002,68.19800000000001,32.641 -2020-01-23 18:00:00,139.21,233.265,67.899,32.641 -2020-01-23 18:15:00,140.6,230.005,67.899,32.641 -2020-01-23 18:30:00,135.9,229.002,67.899,32.641 -2020-01-23 18:45:00,134.83,229.46099999999998,67.899,32.641 -2020-01-23 19:00:00,132.4,227.56799999999998,64.72399999999999,32.641 -2020-01-23 19:15:00,130.3,223.447,64.72399999999999,32.641 -2020-01-23 19:30:00,136.27,220.435,64.72399999999999,32.641 -2020-01-23 19:45:00,136.38,217.476,64.72399999999999,32.641 -2020-01-23 20:00:00,124.03,213.202,64.062,32.641 -2020-01-23 20:15:00,118.44,206.364,64.062,32.641 -2020-01-23 20:30:00,114.15,202.092,64.062,32.641 -2020-01-23 20:45:00,111.79,200.937,64.062,32.641 -2020-01-23 21:00:00,107.54,197.17,57.971000000000004,32.641 -2020-01-23 21:15:00,110.3,194.208,57.971000000000004,32.641 -2020-01-23 21:30:00,111.1,192.162,57.971000000000004,32.641 -2020-01-23 21:45:00,106.2,190.703,57.971000000000004,32.641 -2020-01-23 22:00:00,98.72,183.31099999999998,53.715,32.641 -2020-01-23 22:15:00,96.15,177.487,53.715,32.641 -2020-01-23 22:30:00,92.08,163.576,53.715,32.641 -2020-01-23 22:45:00,91.81,155.14,53.715,32.641 -2020-01-23 23:00:00,94.02,147.657,47.8,32.641 -2020-01-23 23:15:00,94.02,146.306,47.8,32.641 -2020-01-23 23:30:00,89.04,146.597,47.8,32.641 -2020-01-23 23:45:00,85.37,146.167,47.8,32.641 -2020-01-24 00:00:00,86.99,138.808,43.656000000000006,32.641 -2020-01-24 00:15:00,84.7,138.631,43.656000000000006,32.641 -2020-01-24 00:30:00,84.43,139.84,43.656000000000006,32.641 -2020-01-24 00:45:00,78.25,141.634,43.656000000000006,32.641 -2020-01-24 01:00:00,78.02,144.345,41.263000000000005,32.641 -2020-01-24 01:15:00,81.93,145.425,41.263000000000005,32.641 -2020-01-24 01:30:00,81.42,145.365,41.263000000000005,32.641 -2020-01-24 01:45:00,76.21,145.961,41.263000000000005,32.641 -2020-01-24 02:00:00,78.49,148.269,40.799,32.641 -2020-01-24 02:15:00,80.51,150.241,40.799,32.641 -2020-01-24 02:30:00,80.14,151.866,40.799,32.641 -2020-01-24 02:45:00,75.42,154.216,40.799,32.641 -2020-01-24 03:00:00,74.46,155.875,41.398,32.641 -2020-01-24 03:15:00,81.27,158.363,41.398,32.641 -2020-01-24 03:30:00,82.2,160.202,41.398,32.641 -2020-01-24 03:45:00,82.59,162.441,41.398,32.641 -2020-01-24 04:00:00,78.55,174.128,42.38,32.641 -2020-01-24 04:15:00,81.62,185.585,42.38,32.641 -2020-01-24 04:30:00,86.32,189.485,42.38,32.641 -2020-01-24 04:45:00,88.91,191.32299999999998,42.38,32.641 -2020-01-24 05:00:00,90.44,224.72799999999998,46.181000000000004,32.641 -2020-01-24 05:15:00,88.25,254.162,46.181000000000004,32.641 -2020-01-24 05:30:00,91.02,251.11,46.181000000000004,32.641 -2020-01-24 05:45:00,95.66,244.72299999999998,46.181000000000004,32.641 -2020-01-24 06:00:00,105.46,242.351,59.33,32.641 -2020-01-24 06:15:00,108.13,246.793,59.33,32.641 -2020-01-24 06:30:00,112.97,249.0,59.33,32.641 -2020-01-24 06:45:00,118.74,256.23400000000004,59.33,32.641 -2020-01-24 07:00:00,125.57,253.513,72.454,32.641 -2020-01-24 07:15:00,127.25,260.314,72.454,32.641 -2020-01-24 07:30:00,132.41,263.71299999999997,72.454,32.641 -2020-01-24 07:45:00,133.17,264.42,72.454,32.641 -2020-01-24 08:00:00,137.53,261.54900000000004,67.175,32.641 -2020-01-24 08:15:00,135.9,261.298,67.175,32.641 -2020-01-24 08:30:00,136.3,259.728,67.175,32.641 -2020-01-24 08:45:00,136.6,255.017,67.175,32.641 -2020-01-24 09:00:00,137.1,249.24099999999999,65.365,32.641 -2020-01-24 09:15:00,138.33,246.803,65.365,32.641 -2020-01-24 09:30:00,139.13,244.678,65.365,32.641 -2020-01-24 09:45:00,139.22,241.058,65.365,32.641 -2020-01-24 10:00:00,138.08,233.864,63.95,32.641 -2020-01-24 10:15:00,138.61,230.97299999999998,63.95,32.641 -2020-01-24 10:30:00,138.28,226.773,63.95,32.641 -2020-01-24 10:45:00,137.57,224.433,63.95,32.641 -2020-01-24 11:00:00,138.32,221.21900000000002,63.92100000000001,32.641 -2020-01-24 11:15:00,138.78,219.02900000000002,63.92100000000001,32.641 -2020-01-24 11:30:00,139.38,219.236,63.92100000000001,32.641 -2020-01-24 11:45:00,138.06,218.825,63.92100000000001,32.641 -2020-01-24 12:00:00,136.09,216.109,60.79600000000001,32.641 -2020-01-24 12:15:00,134.0,213.50099999999998,60.79600000000001,32.641 -2020-01-24 12:30:00,131.28,213.28599999999997,60.79600000000001,32.641 -2020-01-24 12:45:00,132.51,214.524,60.79600000000001,32.641 -2020-01-24 13:00:00,130.47,213.08599999999998,59.393,32.641 -2020-01-24 13:15:00,129.98,213.205,59.393,32.641 -2020-01-24 13:30:00,128.13,212.16400000000002,59.393,32.641 -2020-01-24 13:45:00,128.71,212.31799999999998,59.393,32.641 -2020-01-24 14:00:00,126.8,210.986,57.943999999999996,32.641 -2020-01-24 14:15:00,129.56,211.17700000000002,57.943999999999996,32.641 -2020-01-24 14:30:00,127.19,212.415,57.943999999999996,32.641 -2020-01-24 14:45:00,127.61,213.71200000000002,57.943999999999996,32.641 -2020-01-24 15:00:00,129.17,214.165,60.153999999999996,32.641 -2020-01-24 15:15:00,125.93,214.391,60.153999999999996,32.641 -2020-01-24 15:30:00,127.46,214.347,60.153999999999996,32.641 -2020-01-24 15:45:00,126.28,215.24400000000003,60.153999999999996,32.641 -2020-01-24 16:00:00,127.34,215.765,62.933,32.641 -2020-01-24 16:15:00,126.66,217.925,62.933,32.641 -2020-01-24 16:30:00,128.07,220.878,62.933,32.641 -2020-01-24 16:45:00,131.69,222.109,62.933,32.641 -2020-01-24 17:00:00,137.39,224.52900000000002,68.657,32.641 -2020-01-24 17:15:00,135.66,224.99599999999998,68.657,32.641 -2020-01-24 17:30:00,133.93,225.78099999999998,68.657,32.641 -2020-01-24 17:45:00,135.2,225.53799999999998,68.657,32.641 -2020-01-24 18:00:00,136.43,228.196,67.111,32.641 -2020-01-24 18:15:00,134.39,224.639,67.111,32.641 -2020-01-24 18:30:00,133.68,224.102,67.111,32.641 -2020-01-24 18:45:00,133.53,224.52700000000002,67.111,32.641 -2020-01-24 19:00:00,130.37,223.533,62.434,32.641 -2020-01-24 19:15:00,128.1,220.89700000000002,62.434,32.641 -2020-01-24 19:30:00,130.9,217.423,62.434,32.641 -2020-01-24 19:45:00,136.04,214.078,62.434,32.641 -2020-01-24 20:00:00,125.76,209.85,61.763000000000005,32.641 -2020-01-24 20:15:00,117.6,202.93,61.763000000000005,32.641 -2020-01-24 20:30:00,114.72,198.669,61.763000000000005,32.641 -2020-01-24 20:45:00,110.33,198.265,61.763000000000005,32.641 -2020-01-24 21:00:00,104.51,194.895,56.785,32.641 -2020-01-24 21:15:00,102.91,192.205,56.785,32.641 -2020-01-24 21:30:00,102.15,190.22799999999998,56.785,32.641 -2020-01-24 21:45:00,104.05,189.38099999999997,56.785,32.641 -2020-01-24 22:00:00,99.83,183.11700000000002,52.693000000000005,32.641 -2020-01-24 22:15:00,94.61,177.195,52.693000000000005,32.641 -2020-01-24 22:30:00,89.29,169.947,52.693000000000005,32.641 -2020-01-24 22:45:00,85.86,165.43400000000003,52.693000000000005,32.641 -2020-01-24 23:00:00,82.29,157.219,45.443999999999996,32.641 -2020-01-24 23:15:00,81.42,153.85399999999998,45.443999999999996,32.641 -2020-01-24 23:30:00,80.16,152.725,45.443999999999996,32.641 -2020-01-24 23:45:00,77.47,151.564,45.443999999999996,32.641 -2020-01-25 00:00:00,72.4,135.27200000000002,44.738,32.459 -2020-01-25 00:15:00,71.11,130.214,44.738,32.459 -2020-01-25 00:30:00,72.19,133.029,44.738,32.459 -2020-01-25 00:45:00,70.85,135.756,44.738,32.459 -2020-01-25 01:00:00,71.22,139.132,40.303000000000004,32.459 -2020-01-25 01:15:00,72.27,138.951,40.303000000000004,32.459 -2020-01-25 01:30:00,76.25,138.406,40.303000000000004,32.459 -2020-01-25 01:45:00,75.27,138.54399999999998,40.303000000000004,32.459 -2020-01-25 02:00:00,69.95,141.80200000000002,38.61,32.459 -2020-01-25 02:15:00,68.12,143.468,38.61,32.459 -2020-01-25 02:30:00,65.73,143.929,38.61,32.459 -2020-01-25 02:45:00,65.96,146.268,38.61,32.459 -2020-01-25 03:00:00,64.75,148.87,37.554,32.459 -2020-01-25 03:15:00,65.49,150.054,37.554,32.459 -2020-01-25 03:30:00,64.8,149.96,37.554,32.459 -2020-01-25 03:45:00,65.17,152.093,37.554,32.459 -2020-01-25 04:00:00,64.99,159.15,37.176,32.459 -2020-01-25 04:15:00,65.24,167.739,37.176,32.459 -2020-01-25 04:30:00,65.75,169.365,37.176,32.459 -2020-01-25 04:45:00,66.44,170.56,37.176,32.459 -2020-01-25 05:00:00,66.97,186.34799999999998,36.893,32.459 -2020-01-25 05:15:00,67.29,195.11700000000002,36.893,32.459 -2020-01-25 05:30:00,68.56,192.21200000000002,36.893,32.459 -2020-01-25 05:45:00,69.68,191.523,36.893,32.459 -2020-01-25 06:00:00,69.94,209.548,37.803000000000004,32.459 -2020-01-25 06:15:00,70.69,232.051,37.803000000000004,32.459 -2020-01-25 06:30:00,71.35,228.36900000000003,37.803000000000004,32.459 -2020-01-25 06:45:00,73.5,225.519,37.803000000000004,32.459 -2020-01-25 07:00:00,77.71,218.623,41.086999999999996,32.459 -2020-01-25 07:15:00,78.56,224.142,41.086999999999996,32.459 -2020-01-25 07:30:00,82.94,230.46200000000002,41.086999999999996,32.459 -2020-01-25 07:45:00,84.55,235.69099999999997,41.086999999999996,32.459 -2020-01-25 08:00:00,88.98,237.581,48.222,32.459 -2020-01-25 08:15:00,90.69,241.622,48.222,32.459 -2020-01-25 08:30:00,92.22,241.90599999999998,48.222,32.459 -2020-01-25 08:45:00,95.97,240.745,48.222,32.459 -2020-01-25 09:00:00,98.38,236.59099999999998,52.791000000000004,32.459 -2020-01-25 09:15:00,98.75,234.963,52.791000000000004,32.459 -2020-01-25 09:30:00,99.49,233.83700000000002,52.791000000000004,32.459 -2020-01-25 09:45:00,101.44,230.472,52.791000000000004,32.459 -2020-01-25 10:00:00,102.45,223.484,54.341,32.459 -2020-01-25 10:15:00,103.89,220.745,54.341,32.459 -2020-01-25 10:30:00,102.9,216.793,54.341,32.459 -2020-01-25 10:45:00,104.81,216.046,54.341,32.459 -2020-01-25 11:00:00,103.72,213.127,51.94,32.459 -2020-01-25 11:15:00,105.87,210.00900000000001,51.94,32.459 -2020-01-25 11:30:00,107.38,208.875,51.94,32.459 -2020-01-25 11:45:00,106.98,207.255,51.94,32.459 -2020-01-25 12:00:00,104.05,203.44,50.973,32.459 -2020-01-25 12:15:00,103.31,201.46900000000002,50.973,32.459 -2020-01-25 12:30:00,100.71,201.627,50.973,32.459 -2020-01-25 12:45:00,99.96,201.85299999999998,50.973,32.459 -2020-01-25 13:00:00,97.04,200.072,48.06399999999999,32.459 -2020-01-25 13:15:00,97.34,197.856,48.06399999999999,32.459 -2020-01-25 13:30:00,95.63,196.245,48.06399999999999,32.459 -2020-01-25 13:45:00,94.67,197.16,48.06399999999999,32.459 -2020-01-25 14:00:00,91.46,197.327,45.707,32.459 -2020-01-25 14:15:00,92.11,197.06900000000002,45.707,32.459 -2020-01-25 14:30:00,91.72,196.25,45.707,32.459 -2020-01-25 14:45:00,91.73,197.745,45.707,32.459 -2020-01-25 15:00:00,90.8,198.975,47.567,32.459 -2020-01-25 15:15:00,90.03,200.00599999999997,47.567,32.459 -2020-01-25 15:30:00,89.45,201.695,47.567,32.459 -2020-01-25 15:45:00,88.86,202.729,47.567,32.459 -2020-01-25 16:00:00,90.25,201.65900000000002,52.031000000000006,32.459 -2020-01-25 16:15:00,89.46,204.97400000000002,52.031000000000006,32.459 -2020-01-25 16:30:00,90.4,207.842,52.031000000000006,32.459 -2020-01-25 16:45:00,93.84,210.09400000000002,52.031000000000006,32.459 -2020-01-25 17:00:00,100.62,212.105,58.218999999999994,32.459 -2020-01-25 17:15:00,102.8,214.77700000000002,58.218999999999994,32.459 -2020-01-25 17:30:00,106.7,215.502,58.218999999999994,32.459 -2020-01-25 17:45:00,106.99,214.757,58.218999999999994,32.459 -2020-01-25 18:00:00,107.5,216.775,57.65,32.459 -2020-01-25 18:15:00,107.19,215.09,57.65,32.459 -2020-01-25 18:30:00,109.91,215.905,57.65,32.459 -2020-01-25 18:45:00,105.29,212.97400000000002,57.65,32.459 -2020-01-25 19:00:00,104.0,213.22099999999998,51.261,32.459 -2020-01-25 19:15:00,102.55,210.149,51.261,32.459 -2020-01-25 19:30:00,101.86,207.44799999999998,51.261,32.459 -2020-01-25 19:45:00,102.2,203.72,51.261,32.459 -2020-01-25 20:00:00,94.93,201.78,44.068000000000005,32.459 -2020-01-25 20:15:00,92.01,197.358,44.068000000000005,32.459 -2020-01-25 20:30:00,88.94,192.80700000000002,44.068000000000005,32.459 -2020-01-25 20:45:00,87.29,191.732,44.068000000000005,32.459 -2020-01-25 21:00:00,83.53,191.08,38.861,32.459 -2020-01-25 21:15:00,82.66,188.91299999999998,38.861,32.459 -2020-01-25 21:30:00,80.26,188.308,38.861,32.459 -2020-01-25 21:45:00,80.05,187.084,38.861,32.459 -2020-01-25 22:00:00,77.81,182.33900000000003,39.485,32.459 -2020-01-25 22:15:00,76.34,179.227,39.485,32.459 -2020-01-25 22:30:00,73.65,179.05900000000003,39.485,32.459 -2020-01-25 22:45:00,72.2,176.628,39.485,32.459 -2020-01-25 23:00:00,67.88,171.222,32.027,32.459 -2020-01-25 23:15:00,68.21,165.968,32.027,32.459 -2020-01-25 23:30:00,62.43,162.59,32.027,32.459 -2020-01-25 23:45:00,63.07,158.65,32.027,32.459 -2020-01-26 00:00:00,60.64,135.531,26.96,32.459 -2020-01-26 00:15:00,59.92,130.25799999999998,26.96,32.459 -2020-01-26 00:30:00,59.03,132.641,26.96,32.459 -2020-01-26 00:45:00,58.62,136.18200000000002,26.96,32.459 -2020-01-26 01:00:00,54.93,139.338,24.295,32.459 -2020-01-26 01:15:00,55.99,140.374,24.295,32.459 -2020-01-26 01:30:00,55.67,140.451,24.295,32.459 -2020-01-26 01:45:00,54.2,140.276,24.295,32.459 -2020-01-26 02:00:00,53.39,142.659,24.268,32.459 -2020-01-26 02:15:00,54.08,143.218,24.268,32.459 -2020-01-26 02:30:00,52.98,144.661,24.268,32.459 -2020-01-26 02:45:00,53.02,147.586,24.268,32.459 -2020-01-26 03:00:00,53.08,150.45600000000002,23.373,32.459 -2020-01-26 03:15:00,50.37,150.995,23.373,32.459 -2020-01-26 03:30:00,52.45,152.66,23.373,32.459 -2020-01-26 03:45:00,52.94,154.84,23.373,32.459 -2020-01-26 04:00:00,52.89,161.61,23.874000000000002,32.459 -2020-01-26 04:15:00,53.22,169.06799999999998,23.874000000000002,32.459 -2020-01-26 04:30:00,54.0,170.55700000000002,23.874000000000002,32.459 -2020-01-26 04:45:00,54.34,172.14,23.874000000000002,32.459 -2020-01-26 05:00:00,55.82,183.72400000000002,24.871,32.459 -2020-01-26 05:15:00,56.59,189.75599999999997,24.871,32.459 -2020-01-26 05:30:00,55.44,186.71400000000003,24.871,32.459 -2020-01-26 05:45:00,56.61,186.375,24.871,32.459 -2020-01-26 06:00:00,56.99,204.688,23.84,32.459 -2020-01-26 06:15:00,56.78,225.035,23.84,32.459 -2020-01-26 06:30:00,57.8,220.16099999999997,23.84,32.459 -2020-01-26 06:45:00,58.26,216.248,23.84,32.459 -2020-01-26 07:00:00,61.45,212.21599999999998,27.430999999999997,32.459 -2020-01-26 07:15:00,62.62,216.979,27.430999999999997,32.459 -2020-01-26 07:30:00,64.42,221.612,27.430999999999997,32.459 -2020-01-26 07:45:00,65.23,225.917,27.430999999999997,32.459 -2020-01-26 08:00:00,67.41,229.857,33.891999999999996,32.459 -2020-01-26 08:15:00,70.28,233.58700000000002,33.891999999999996,32.459 -2020-01-26 08:30:00,72.53,235.627,33.891999999999996,32.459 -2020-01-26 08:45:00,74.96,236.83,33.891999999999996,32.459 -2020-01-26 09:00:00,76.29,232.225,37.571,32.459 -2020-01-26 09:15:00,77.45,231.31799999999998,37.571,32.459 -2020-01-26 09:30:00,78.94,229.967,37.571,32.459 -2020-01-26 09:45:00,80.75,226.315,37.571,32.459 -2020-01-26 10:00:00,81.35,222.179,40.594,32.459 -2020-01-26 10:15:00,83.76,220.058,40.594,32.459 -2020-01-26 10:30:00,85.49,216.775,40.594,32.459 -2020-01-26 10:45:00,88.12,213.672,40.594,32.459 -2020-01-26 11:00:00,88.23,211.86900000000003,44.133,32.459 -2020-01-26 11:15:00,92.2,208.975,44.133,32.459 -2020-01-26 11:30:00,92.74,206.762,44.133,32.459 -2020-01-26 11:45:00,93.24,205.81400000000002,44.133,32.459 -2020-01-26 12:00:00,91.73,201.201,41.198,32.459 -2020-01-26 12:15:00,89.36,201.549,41.198,32.459 -2020-01-26 12:30:00,84.83,199.968,41.198,32.459 -2020-01-26 12:45:00,83.74,199.162,41.198,32.459 -2020-01-26 13:00:00,80.41,196.597,37.014,32.459 -2020-01-26 13:15:00,80.17,197.945,37.014,32.459 -2020-01-26 13:30:00,81.07,196.236,37.014,32.459 -2020-01-26 13:45:00,80.59,196.222,37.014,32.459 -2020-01-26 14:00:00,79.11,196.545,34.934,32.459 -2020-01-26 14:15:00,78.6,197.6,34.934,32.459 -2020-01-26 14:30:00,78.67,198.37900000000002,34.934,32.459 -2020-01-26 14:45:00,79.38,199.56599999999997,34.934,32.459 -2020-01-26 15:00:00,79.93,199.014,34.588,32.459 -2020-01-26 15:15:00,78.78,201.0,34.588,32.459 -2020-01-26 15:30:00,78.6,203.368,34.588,32.459 -2020-01-26 15:45:00,77.74,205.146,34.588,32.459 -2020-01-26 16:00:00,80.38,206.40099999999998,37.874,32.459 -2020-01-26 16:15:00,79.54,208.645,37.874,32.459 -2020-01-26 16:30:00,81.49,211.685,37.874,32.459 -2020-01-26 16:45:00,84.68,214.078,37.874,32.459 -2020-01-26 17:00:00,92.75,215.987,47.303999999999995,32.459 -2020-01-26 17:15:00,94.5,218.13099999999997,47.303999999999995,32.459 -2020-01-26 17:30:00,96.47,219.12099999999998,47.303999999999995,32.459 -2020-01-26 17:45:00,98.7,220.93200000000002,47.303999999999995,32.459 -2020-01-26 18:00:00,100.59,222.25099999999998,48.879,32.459 -2020-01-26 18:15:00,99.21,222.146,48.879,32.459 -2020-01-26 18:30:00,99.63,220.636,48.879,32.459 -2020-01-26 18:45:00,98.32,219.80900000000003,48.879,32.459 -2020-01-26 19:00:00,96.9,219.37599999999998,44.826,32.459 -2020-01-26 19:15:00,95.53,217.101,44.826,32.459 -2020-01-26 19:30:00,98.34,214.25599999999997,44.826,32.459 -2020-01-26 19:45:00,100.34,212.222,44.826,32.459 -2020-01-26 20:00:00,98.08,210.243,40.154,32.459 -2020-01-26 20:15:00,89.23,206.959,40.154,32.459 -2020-01-26 20:30:00,88.79,203.717,40.154,32.459 -2020-01-26 20:45:00,85.18,201.489,40.154,32.459 -2020-01-26 21:00:00,83.88,197.894,36.549,32.459 -2020-01-26 21:15:00,90.22,195.03599999999997,36.549,32.459 -2020-01-26 21:30:00,90.09,194.83700000000002,36.549,32.459 -2020-01-26 21:45:00,86.75,193.743,36.549,32.459 -2020-01-26 22:00:00,84.32,187.405,37.663000000000004,32.459 -2020-01-26 22:15:00,87.31,183.648,37.663000000000004,32.459 -2020-01-26 22:30:00,87.15,179.94400000000002,37.663000000000004,32.459 -2020-01-26 22:45:00,85.87,176.705,37.663000000000004,32.459 -2020-01-26 23:00:00,78.89,168.15599999999998,31.945,32.459 -2020-01-26 23:15:00,82.8,164.87,31.945,32.459 -2020-01-26 23:30:00,81.36,162.487,31.945,32.459 -2020-01-26 23:45:00,80.85,159.548,31.945,32.459 -2020-01-27 00:00:00,72.01,140.157,31.533,32.641 -2020-01-27 00:15:00,74.98,138.209,31.533,32.641 -2020-01-27 00:30:00,75.17,140.77700000000002,31.533,32.641 -2020-01-27 00:45:00,73.37,143.741,31.533,32.641 -2020-01-27 01:00:00,65.99,146.861,30.56,32.641 -2020-01-27 01:15:00,72.24,147.267,30.56,32.641 -2020-01-27 01:30:00,72.74,147.346,30.56,32.641 -2020-01-27 01:45:00,73.19,147.313,30.56,32.641 -2020-01-27 02:00:00,68.81,149.619,29.55,32.641 -2020-01-27 02:15:00,72.66,152.05,29.55,32.641 -2020-01-27 02:30:00,73.33,153.86700000000002,29.55,32.641 -2020-01-27 02:45:00,72.31,156.089,29.55,32.641 -2020-01-27 03:00:00,67.49,160.394,27.059,32.641 -2020-01-27 03:15:00,73.56,162.764,27.059,32.641 -2020-01-27 03:30:00,75.02,163.99900000000002,27.059,32.641 -2020-01-27 03:45:00,71.92,165.61599999999999,27.059,32.641 -2020-01-27 04:00:00,66.96,177.02,28.384,32.641 -2020-01-27 04:15:00,68.37,188.86900000000003,28.384,32.641 -2020-01-27 04:30:00,70.66,193.035,28.384,32.641 -2020-01-27 04:45:00,72.68,194.738,28.384,32.641 -2020-01-27 05:00:00,77.25,223.778,35.915,32.641 -2020-01-27 05:15:00,79.29,251.91099999999997,35.915,32.641 -2020-01-27 05:30:00,84.6,249.452,35.915,32.641 -2020-01-27 05:45:00,89.92,242.958,35.915,32.641 -2020-01-27 06:00:00,99.95,241.782,56.18,32.641 -2020-01-27 06:15:00,104.93,246.144,56.18,32.641 -2020-01-27 06:30:00,110.18,250.06400000000002,56.18,32.641 -2020-01-27 06:45:00,113.96,255.674,56.18,32.641 -2020-01-27 07:00:00,121.51,254.377,70.877,32.641 -2020-01-27 07:15:00,123.92,260.205,70.877,32.641 -2020-01-27 07:30:00,123.09,264.038,70.877,32.641 -2020-01-27 07:45:00,125.61,265.228,70.877,32.641 -2020-01-27 08:00:00,127.27,263.626,65.65,32.641 -2020-01-27 08:15:00,127.65,265.01099999999997,65.65,32.641 -2020-01-27 08:30:00,129.37,262.36,65.65,32.641 -2020-01-27 08:45:00,125.27,259.60400000000004,65.65,32.641 -2020-01-27 09:00:00,124.61,253.929,62.037,32.641 -2020-01-27 09:15:00,126.22,249.234,62.037,32.641 -2020-01-27 09:30:00,126.26,246.88,62.037,32.641 -2020-01-27 09:45:00,122.4,243.92700000000002,62.037,32.641 -2020-01-27 10:00:00,124.71,238.52,60.409,32.641 -2020-01-27 10:15:00,124.92,236.058,60.409,32.641 -2020-01-27 10:30:00,126.43,231.824,60.409,32.641 -2020-01-27 10:45:00,127.62,229.86,60.409,32.641 -2020-01-27 11:00:00,128.14,224.88299999999998,60.211999999999996,32.641 -2020-01-27 11:15:00,129.57,224.053,60.211999999999996,32.641 -2020-01-27 11:30:00,130.44,223.34599999999998,60.211999999999996,32.641 -2020-01-27 11:45:00,132.01,221.85299999999998,60.211999999999996,32.641 -2020-01-27 12:00:00,131.87,219.55700000000002,57.733000000000004,32.641 -2020-01-27 12:15:00,130.69,219.908,57.733000000000004,32.641 -2020-01-27 12:30:00,127.99,218.766,57.733000000000004,32.641 -2020-01-27 12:45:00,128.57,219.735,57.733000000000004,32.641 -2020-01-27 13:00:00,127.25,217.735,58.695,32.641 -2020-01-27 13:15:00,127.54,217.582,58.695,32.641 -2020-01-27 13:30:00,126.3,215.213,58.695,32.641 -2020-01-27 13:45:00,124.1,215.097,58.695,32.641 -2020-01-27 14:00:00,120.85,214.834,59.505,32.641 -2020-01-27 14:15:00,122.78,215.037,59.505,32.641 -2020-01-27 14:30:00,121.73,215.206,59.505,32.641 -2020-01-27 14:45:00,122.16,216.058,59.505,32.641 -2020-01-27 15:00:00,122.79,217.581,59.946000000000005,32.641 -2020-01-27 15:15:00,122.37,217.96099999999998,59.946000000000005,32.641 -2020-01-27 15:30:00,120.21,219.23,59.946000000000005,32.641 -2020-01-27 15:45:00,121.58,220.549,59.946000000000005,32.641 -2020-01-27 16:00:00,125.44,221.766,61.766999999999996,32.641 -2020-01-27 16:15:00,124.32,223.122,61.766999999999996,32.641 -2020-01-27 16:30:00,125.38,225.149,61.766999999999996,32.641 -2020-01-27 16:45:00,128.84,226.167,61.766999999999996,32.641 -2020-01-27 17:00:00,134.98,227.94099999999997,67.85600000000001,32.641 -2020-01-27 17:15:00,133.74,228.979,67.85600000000001,32.641 -2020-01-27 17:30:00,134.91,229.42700000000002,67.85600000000001,32.641 -2020-01-27 17:45:00,134.47,229.61,67.85600000000001,32.641 -2020-01-27 18:00:00,134.73,231.514,64.564,32.641 -2020-01-27 18:15:00,131.96,229.16400000000002,64.564,32.641 -2020-01-27 18:30:00,133.73,228.49200000000002,64.564,32.641 -2020-01-27 18:45:00,132.73,228.109,64.564,32.641 -2020-01-27 19:00:00,129.78,225.815,58.536,32.641 -2020-01-27 19:15:00,126.63,222.06799999999998,58.536,32.641 -2020-01-27 19:30:00,126.74,219.84400000000002,58.536,32.641 -2020-01-27 19:45:00,131.0,216.96200000000002,58.536,32.641 -2020-01-27 20:00:00,124.95,212.45,59.888999999999996,32.641 -2020-01-27 20:15:00,116.65,206.18,59.888999999999996,32.641 -2020-01-27 20:30:00,113.27,200.757,59.888999999999996,32.641 -2020-01-27 20:45:00,109.79,200.363,59.888999999999996,32.641 -2020-01-27 21:00:00,104.5,197.43400000000003,52.652,32.641 -2020-01-27 21:15:00,102.34,193.169,52.652,32.641 -2020-01-27 21:30:00,105.41,191.98,52.652,32.641 -2020-01-27 21:45:00,106.02,190.355,52.652,32.641 -2020-01-27 22:00:00,103.67,180.989,46.17,32.641 -2020-01-27 22:15:00,92.1,175.507,46.17,32.641 -2020-01-27 22:30:00,90.73,161.47299999999998,46.17,32.641 -2020-01-27 22:45:00,86.82,152.751,46.17,32.641 -2020-01-27 23:00:00,85.71,145.082,36.281,32.641 -2020-01-27 23:15:00,90.44,145.025,36.281,32.641 -2020-01-27 23:30:00,87.95,145.799,36.281,32.641 -2020-01-27 23:45:00,82.47,145.94,36.281,32.641 -2020-01-28 00:00:00,78.26,139.671,38.821999999999996,32.641 -2020-01-28 00:15:00,75.34,139.238,38.821999999999996,32.641 -2020-01-28 00:30:00,79.52,140.57399999999998,38.821999999999996,32.641 -2020-01-28 00:45:00,82.22,142.25799999999998,38.821999999999996,32.641 -2020-01-28 01:00:00,79.73,145.21200000000002,36.936,32.641 -2020-01-28 01:15:00,76.69,145.066,36.936,32.641 -2020-01-28 01:30:00,75.14,145.361,36.936,32.641 -2020-01-28 01:45:00,76.58,145.766,36.936,32.641 -2020-01-28 02:00:00,79.49,148.15200000000002,34.42,32.641 -2020-01-28 02:15:00,79.78,150.255,34.42,32.641 -2020-01-28 02:30:00,77.63,151.44899999999998,34.42,32.641 -2020-01-28 02:45:00,72.78,153.629,34.42,32.641 -2020-01-28 03:00:00,78.0,156.595,33.585,32.641 -2020-01-28 03:15:00,81.7,157.804,33.585,32.641 -2020-01-28 03:30:00,83.51,159.614,33.585,32.641 -2020-01-28 03:45:00,82.44,161.667,33.585,32.641 -2020-01-28 04:00:00,77.73,173.03900000000002,35.622,32.641 -2020-01-28 04:15:00,84.2,184.46099999999998,35.622,32.641 -2020-01-28 04:30:00,87.03,188.28799999999998,35.622,32.641 -2020-01-28 04:45:00,89.61,191.332,35.622,32.641 -2020-01-28 05:00:00,89.09,226.02,40.599000000000004,32.641 -2020-01-28 05:15:00,87.98,253.782,40.599000000000004,32.641 -2020-01-28 05:30:00,94.26,249.44400000000002,40.599000000000004,32.641 -2020-01-28 05:45:00,98.87,243.109,40.599000000000004,32.641 -2020-01-28 06:00:00,105.04,240.338,55.203,32.641 -2020-01-28 06:15:00,109.62,246.618,55.203,32.641 -2020-01-28 06:30:00,113.28,249.817,55.203,32.641 -2020-01-28 06:45:00,117.53,255.15900000000002,55.203,32.641 -2020-01-28 07:00:00,128.45,253.637,69.029,32.641 -2020-01-28 07:15:00,128.39,259.301,69.029,32.641 -2020-01-28 07:30:00,128.01,262.45099999999996,69.029,32.641 -2020-01-28 07:45:00,129.0,264.04200000000003,69.029,32.641 -2020-01-28 08:00:00,131.4,262.563,65.85300000000001,32.641 -2020-01-28 08:15:00,131.16,262.79400000000004,65.85300000000001,32.641 -2020-01-28 08:30:00,129.91,259.853,65.85300000000001,32.641 -2020-01-28 08:45:00,128.94,256.934,65.85300000000001,32.641 -2020-01-28 09:00:00,130.01,250.21099999999998,61.566,32.641 -2020-01-28 09:15:00,130.06,247.43,61.566,32.641 -2020-01-28 09:30:00,128.11,245.77700000000002,61.566,32.641 -2020-01-28 09:45:00,126.64,242.335,61.566,32.641 -2020-01-28 10:00:00,125.99,236.479,61.244,32.641 -2020-01-28 10:15:00,125.95,232.801,61.244,32.641 -2020-01-28 10:30:00,127.09,228.778,61.244,32.641 -2020-01-28 10:45:00,125.87,226.981,61.244,32.641 -2020-01-28 11:00:00,127.54,223.747,61.16,32.641 -2020-01-28 11:15:00,126.56,222.465,61.16,32.641 -2020-01-28 11:30:00,125.17,220.58599999999998,61.16,32.641 -2020-01-28 11:45:00,127.37,220.002,61.16,32.641 -2020-01-28 12:00:00,124.87,216.142,59.09,32.641 -2020-01-28 12:15:00,123.4,215.963,59.09,32.641 -2020-01-28 12:30:00,122.31,215.505,59.09,32.641 -2020-01-28 12:45:00,119.99,216.01,59.09,32.641 -2020-01-28 13:00:00,117.55,213.6,60.21,32.641 -2020-01-28 13:15:00,119.52,212.706,60.21,32.641 -2020-01-28 13:30:00,119.94,211.708,60.21,32.641 -2020-01-28 13:45:00,117.83,211.977,60.21,32.641 -2020-01-28 14:00:00,115.55,212.02200000000002,60.673,32.641 -2020-01-28 14:15:00,117.18,212.426,60.673,32.641 -2020-01-28 14:30:00,118.0,213.271,60.673,32.641 -2020-01-28 14:45:00,119.26,214.18,60.673,32.641 -2020-01-28 15:00:00,119.6,215.243,62.232,32.641 -2020-01-28 15:15:00,119.97,215.834,62.232,32.641 -2020-01-28 15:30:00,119.48,217.37400000000002,62.232,32.641 -2020-01-28 15:45:00,120.64,218.15,62.232,32.641 -2020-01-28 16:00:00,121.9,219.89,63.611999999999995,32.641 -2020-01-28 16:15:00,122.55,221.785,63.611999999999995,32.641 -2020-01-28 16:30:00,127.29,224.62599999999998,63.611999999999995,32.641 -2020-01-28 16:45:00,127.69,225.864,63.611999999999995,32.641 -2020-01-28 17:00:00,132.53,228.227,70.658,32.641 -2020-01-28 17:15:00,136.01,229.27,70.658,32.641 -2020-01-28 17:30:00,140.13,230.585,70.658,32.641 -2020-01-28 17:45:00,139.21,230.69,70.658,32.641 -2020-01-28 18:00:00,139.49,232.614,68.361,32.641 -2020-01-28 18:15:00,137.64,229.528,68.361,32.641 -2020-01-28 18:30:00,137.81,228.544,68.361,32.641 -2020-01-28 18:45:00,137.16,229.122,68.361,32.641 -2020-01-28 19:00:00,134.44,227.023,62.922,32.641 -2020-01-28 19:15:00,132.06,222.94400000000002,62.922,32.641 -2020-01-28 19:30:00,137.09,220.002,62.922,32.641 -2020-01-28 19:45:00,138.01,217.142,62.922,32.641 -2020-01-28 20:00:00,129.62,212.735,63.251999999999995,32.641 -2020-01-28 20:15:00,119.68,205.938,63.251999999999995,32.641 -2020-01-28 20:30:00,118.14,201.671,63.251999999999995,32.641 -2020-01-28 20:45:00,115.08,200.576,63.251999999999995,32.641 -2020-01-28 21:00:00,112.27,196.71099999999998,54.47,32.641 -2020-01-28 21:15:00,114.93,193.66400000000002,54.47,32.641 -2020-01-28 21:30:00,113.2,191.614,54.47,32.641 -2020-01-28 21:45:00,108.39,190.24,54.47,32.641 -2020-01-28 22:00:00,99.19,182.795,51.12,32.641 -2020-01-28 22:15:00,103.31,177.084,51.12,32.641 -2020-01-28 22:30:00,102.8,163.095,51.12,32.641 -2020-01-28 22:45:00,99.67,154.697,51.12,32.641 -2020-01-28 23:00:00,91.53,147.145,42.156000000000006,32.641 -2020-01-28 23:15:00,92.74,145.862,42.156000000000006,32.641 -2020-01-28 23:30:00,92.86,146.243,42.156000000000006,32.641 -2020-01-28 23:45:00,91.28,145.873,42.156000000000006,32.641 -2020-01-29 00:00:00,85.71,139.624,37.192,32.641 -2020-01-29 00:15:00,85.1,139.17700000000002,37.192,32.641 -2020-01-29 00:30:00,86.49,140.494,37.192,32.641 -2020-01-29 00:45:00,83.22,142.166,37.192,32.641 -2020-01-29 01:00:00,79.05,145.10299999999998,32.24,32.641 -2020-01-29 01:15:00,81.99,144.944,32.24,32.641 -2020-01-29 01:30:00,83.1,145.232,32.24,32.641 -2020-01-29 01:45:00,82.85,145.632,32.24,32.641 -2020-01-29 02:00:00,76.67,148.023,30.34,32.641 -2020-01-29 02:15:00,79.99,150.127,30.34,32.641 -2020-01-29 02:30:00,80.46,151.332,30.34,32.641 -2020-01-29 02:45:00,82.45,153.511,30.34,32.641 -2020-01-29 03:00:00,78.21,156.477,29.129,32.641 -2020-01-29 03:15:00,81.98,157.697,29.129,32.641 -2020-01-29 03:30:00,83.78,159.504,29.129,32.641 -2020-01-29 03:45:00,84.27,161.56799999999998,29.129,32.641 -2020-01-29 04:00:00,79.14,172.926,30.075,32.641 -2020-01-29 04:15:00,81.89,184.338,30.075,32.641 -2020-01-29 04:30:00,86.55,188.173,30.075,32.641 -2020-01-29 04:45:00,86.15,191.208,30.075,32.641 -2020-01-29 05:00:00,85.56,225.864,35.684,32.641 -2020-01-29 05:15:00,86.72,253.618,35.684,32.641 -2020-01-29 05:30:00,89.23,249.269,35.684,32.641 -2020-01-29 05:45:00,94.99,242.946,35.684,32.641 -2020-01-29 06:00:00,105.54,240.192,51.49,32.641 -2020-01-29 06:15:00,109.68,246.484,51.49,32.641 -2020-01-29 06:30:00,113.38,249.673,51.49,32.641 -2020-01-29 06:45:00,116.12,255.03099999999998,51.49,32.641 -2020-01-29 07:00:00,121.07,253.53,68.242,32.641 -2020-01-29 07:15:00,126.34,259.173,68.242,32.641 -2020-01-29 07:30:00,126.89,262.293,68.242,32.641 -2020-01-29 07:45:00,128.53,263.848,68.242,32.641 -2020-01-29 08:00:00,129.79,262.355,63.619,32.641 -2020-01-29 08:15:00,129.69,262.562,63.619,32.641 -2020-01-29 08:30:00,128.46,259.569,63.619,32.641 -2020-01-29 08:45:00,129.7,256.64,63.619,32.641 -2020-01-29 09:00:00,130.75,249.91400000000002,61.333,32.641 -2020-01-29 09:15:00,133.1,247.137,61.333,32.641 -2020-01-29 09:30:00,134.98,245.503,61.333,32.641 -2020-01-29 09:45:00,134.4,242.05900000000003,61.333,32.641 -2020-01-29 10:00:00,132.46,236.209,59.663000000000004,32.641 -2020-01-29 10:15:00,133.39,232.55200000000002,59.663000000000004,32.641 -2020-01-29 10:30:00,133.22,228.53099999999998,59.663000000000004,32.641 -2020-01-29 10:45:00,132.39,226.74400000000003,59.663000000000004,32.641 -2020-01-29 11:00:00,132.31,223.495,59.771,32.641 -2020-01-29 11:15:00,133.12,222.22,59.771,32.641 -2020-01-29 11:30:00,134.86,220.34599999999998,59.771,32.641 -2020-01-29 11:45:00,133.3,219.771,59.771,32.641 -2020-01-29 12:00:00,132.7,215.925,58.723,32.641 -2020-01-29 12:15:00,132.51,215.765,58.723,32.641 -2020-01-29 12:30:00,131.59,215.287,58.723,32.641 -2020-01-29 12:45:00,130.75,215.78900000000002,58.723,32.641 -2020-01-29 13:00:00,129.37,213.39,58.727,32.641 -2020-01-29 13:15:00,129.56,212.47400000000002,58.727,32.641 -2020-01-29 13:30:00,127.85,211.46099999999998,58.727,32.641 -2020-01-29 13:45:00,128.01,211.72799999999998,58.727,32.641 -2020-01-29 14:00:00,127.61,211.81799999999998,59.803999999999995,32.641 -2020-01-29 14:15:00,127.81,212.204,59.803999999999995,32.641 -2020-01-29 14:30:00,127.7,213.043,59.803999999999995,32.641 -2020-01-29 14:45:00,127.4,213.96900000000002,59.803999999999995,32.641 -2020-01-29 15:00:00,128.03,215.045,61.05,32.641 -2020-01-29 15:15:00,127.39,215.608,61.05,32.641 -2020-01-29 15:30:00,128.43,217.12,61.05,32.641 -2020-01-29 15:45:00,124.88,217.88,61.05,32.641 -2020-01-29 16:00:00,126.8,219.623,64.012,32.641 -2020-01-29 16:15:00,126.43,221.516,64.012,32.641 -2020-01-29 16:30:00,130.89,224.363,64.012,32.641 -2020-01-29 16:45:00,131.2,225.593,64.012,32.641 -2020-01-29 17:00:00,135.48,227.94799999999998,66.751,32.641 -2020-01-29 17:15:00,135.19,229.023,66.751,32.641 -2020-01-29 17:30:00,136.26,230.373,66.751,32.641 -2020-01-29 17:45:00,136.97,230.505,66.751,32.641 -2020-01-29 18:00:00,136.56,232.447,65.91199999999999,32.641 -2020-01-29 18:15:00,134.46,229.4,65.91199999999999,32.641 -2020-01-29 18:30:00,136.21,228.42,65.91199999999999,32.641 -2020-01-29 18:45:00,134.51,229.021,65.91199999999999,32.641 -2020-01-29 19:00:00,130.95,226.882,63.324,32.641 -2020-01-29 19:15:00,130.8,222.81099999999998,63.324,32.641 -2020-01-29 19:30:00,128.57,219.885,63.324,32.641 -2020-01-29 19:45:00,133.5,217.047,63.324,32.641 -2020-01-29 20:00:00,127.01,212.614,63.573,32.641 -2020-01-29 20:15:00,117.14,205.825,63.573,32.641 -2020-01-29 20:30:00,114.01,201.562,63.573,32.641 -2020-01-29 20:45:00,109.09,200.477,63.573,32.641 -2020-01-29 21:00:00,107.15,196.59400000000002,55.073,32.641 -2020-01-29 21:15:00,111.75,193.52900000000002,55.073,32.641 -2020-01-29 21:30:00,109.55,191.48,55.073,32.641 -2020-01-29 21:45:00,104.52,190.122,55.073,32.641 -2020-01-29 22:00:00,95.88,182.666,51.321999999999996,32.641 -2020-01-29 22:15:00,96.63,176.979,51.321999999999996,32.641 -2020-01-29 22:30:00,97.76,162.968,51.321999999999996,32.641 -2020-01-29 22:45:00,95.81,154.578,51.321999999999996,32.641 -2020-01-29 23:00:00,89.08,147.014,42.09,32.641 -2020-01-29 23:15:00,83.66,145.744,42.09,32.641 -2020-01-29 23:30:00,86.56,146.143,42.09,32.641 -2020-01-29 23:45:00,88.77,145.786,42.09,32.641 -2020-01-30 00:00:00,82.65,139.567,38.399,32.641 -2020-01-30 00:15:00,78.77,139.108,38.399,32.641 -2020-01-30 00:30:00,76.46,140.406,38.399,32.641 -2020-01-30 00:45:00,81.36,142.06799999999998,38.399,32.641 -2020-01-30 01:00:00,78.58,144.985,36.94,32.641 -2020-01-30 01:15:00,78.21,144.812,36.94,32.641 -2020-01-30 01:30:00,76.11,145.093,36.94,32.641 -2020-01-30 01:45:00,79.6,145.488,36.94,32.641 -2020-01-30 02:00:00,78.45,147.884,35.275,32.641 -2020-01-30 02:15:00,77.62,149.989,35.275,32.641 -2020-01-30 02:30:00,71.61,151.20600000000002,35.275,32.641 -2020-01-30 02:45:00,72.74,153.385,35.275,32.641 -2020-01-30 03:00:00,71.23,156.349,35.329,32.641 -2020-01-30 03:15:00,71.37,157.578,35.329,32.641 -2020-01-30 03:30:00,74.11,159.38299999999998,35.329,32.641 -2020-01-30 03:45:00,80.9,161.459,35.329,32.641 -2020-01-30 04:00:00,82.14,172.805,36.275,32.641 -2020-01-30 04:15:00,83.94,184.206,36.275,32.641 -2020-01-30 04:30:00,79.65,188.05,36.275,32.641 -2020-01-30 04:45:00,79.86,191.074,36.275,32.641 -2020-01-30 05:00:00,84.84,225.699,42.193999999999996,32.641 -2020-01-30 05:15:00,87.97,253.44799999999998,42.193999999999996,32.641 -2020-01-30 05:30:00,91.94,249.08700000000002,42.193999999999996,32.641 -2020-01-30 05:45:00,96.69,242.77599999999998,42.193999999999996,32.641 -2020-01-30 06:00:00,105.79,240.03900000000002,56.422,32.641 -2020-01-30 06:15:00,111.14,246.34400000000002,56.422,32.641 -2020-01-30 06:30:00,115.88,249.519,56.422,32.641 -2020-01-30 06:45:00,119.21,254.891,56.422,32.641 -2020-01-30 07:00:00,127.68,253.41299999999998,72.569,32.641 -2020-01-30 07:15:00,130.37,259.034,72.569,32.641 -2020-01-30 07:30:00,129.83,262.124,72.569,32.641 -2020-01-30 07:45:00,131.25,263.643,72.569,32.641 -2020-01-30 08:00:00,133.61,262.135,67.704,32.641 -2020-01-30 08:15:00,133.19,262.318,67.704,32.641 -2020-01-30 08:30:00,132.87,259.27099999999996,67.704,32.641 -2020-01-30 08:45:00,132.5,256.33299999999997,67.704,32.641 -2020-01-30 09:00:00,132.2,249.60299999999998,63.434,32.641 -2020-01-30 09:15:00,133.4,246.83,63.434,32.641 -2020-01-30 09:30:00,133.88,245.217,63.434,32.641 -2020-01-30 09:45:00,134.13,241.77200000000002,63.434,32.641 -2020-01-30 10:00:00,134.86,235.928,61.88399999999999,32.641 -2020-01-30 10:15:00,134.96,232.292,61.88399999999999,32.641 -2020-01-30 10:30:00,133.39,228.273,61.88399999999999,32.641 -2020-01-30 10:45:00,134.4,226.497,61.88399999999999,32.641 -2020-01-30 11:00:00,133.27,223.232,61.481,32.641 -2020-01-30 11:15:00,134.3,221.965,61.481,32.641 -2020-01-30 11:30:00,136.88,220.09599999999998,61.481,32.641 -2020-01-30 11:45:00,137.03,219.52900000000002,61.481,32.641 -2020-01-30 12:00:00,133.83,215.699,59.527,32.641 -2020-01-30 12:15:00,133.63,215.558,59.527,32.641 -2020-01-30 12:30:00,132.45,215.06,59.527,32.641 -2020-01-30 12:45:00,132.76,215.56,59.527,32.641 -2020-01-30 13:00:00,132.63,213.172,58.794,32.641 -2020-01-30 13:15:00,131.93,212.234,58.794,32.641 -2020-01-30 13:30:00,131.32,211.206,58.794,32.641 -2020-01-30 13:45:00,131.62,211.47099999999998,58.794,32.641 -2020-01-30 14:00:00,130.86,211.605,60.32,32.641 -2020-01-30 14:15:00,130.65,211.976,60.32,32.641 -2020-01-30 14:30:00,129.29,212.80599999999998,60.32,32.641 -2020-01-30 14:45:00,129.11,213.748,60.32,32.641 -2020-01-30 15:00:00,128.71,214.838,62.52,32.641 -2020-01-30 15:15:00,127.59,215.372,62.52,32.641 -2020-01-30 15:30:00,126.25,216.857,62.52,32.641 -2020-01-30 15:45:00,127.28,217.6,62.52,32.641 -2020-01-30 16:00:00,127.19,219.34400000000002,64.199,32.641 -2020-01-30 16:15:00,126.69,221.235,64.199,32.641 -2020-01-30 16:30:00,127.31,224.08700000000002,64.199,32.641 -2020-01-30 16:45:00,129.45,225.31,64.199,32.641 -2020-01-30 17:00:00,133.14,227.657,68.19800000000001,32.641 -2020-01-30 17:15:00,136.81,228.763,68.19800000000001,32.641 -2020-01-30 17:30:00,138.93,230.148,68.19800000000001,32.641 -2020-01-30 17:45:00,139.45,230.30700000000002,68.19800000000001,32.641 -2020-01-30 18:00:00,139.02,232.267,67.899,32.641 -2020-01-30 18:15:00,140.21,229.262,67.899,32.641 -2020-01-30 18:30:00,137.12,228.28400000000002,67.899,32.641 -2020-01-30 18:45:00,137.17,228.91099999999997,67.899,32.641 -2020-01-30 19:00:00,134.6,226.73,64.72399999999999,32.641 -2020-01-30 19:15:00,131.53,222.669,64.72399999999999,32.641 -2020-01-30 19:30:00,136.23,219.75900000000001,64.72399999999999,32.641 -2020-01-30 19:45:00,136.85,216.945,64.72399999999999,32.641 -2020-01-30 20:00:00,129.72,212.484,64.062,32.641 -2020-01-30 20:15:00,119.43,205.704,64.062,32.641 -2020-01-30 20:30:00,117.24,201.445,64.062,32.641 -2020-01-30 20:45:00,114.49,200.37099999999998,64.062,32.641 -2020-01-30 21:00:00,110.45,196.468,57.971000000000004,32.641 -2020-01-30 21:15:00,114.4,193.387,57.971000000000004,32.641 -2020-01-30 21:30:00,113.1,191.33700000000002,57.971000000000004,32.641 -2020-01-30 21:45:00,108.52,189.99599999999998,57.971000000000004,32.641 -2020-01-30 22:00:00,99.82,182.52700000000002,53.715,32.641 -2020-01-30 22:15:00,95.43,176.864,53.715,32.641 -2020-01-30 22:30:00,95.06,162.83100000000002,53.715,32.641 -2020-01-30 22:45:00,97.76,154.44899999999998,53.715,32.641 -2020-01-30 23:00:00,95.28,146.873,47.8,32.641 -2020-01-30 23:15:00,93.83,145.61700000000002,47.8,32.641 -2020-01-30 23:30:00,85.99,146.034,47.8,32.641 -2020-01-30 23:45:00,83.25,145.692,47.8,32.641 -2020-01-31 00:00:00,83.54,138.534,43.656000000000006,32.641 -2020-01-31 00:15:00,86.38,138.262,43.656000000000006,32.641 -2020-01-31 00:30:00,85.86,139.339,43.656000000000006,32.641 -2020-01-31 00:45:00,81.71,141.053,43.656000000000006,32.641 -2020-01-31 01:00:00,75.55,143.645,41.263000000000005,32.641 -2020-01-31 01:15:00,81.11,144.639,41.263000000000005,32.641 -2020-01-31 01:30:00,82.73,144.529,41.263000000000005,32.641 -2020-01-31 01:45:00,83.26,145.086,41.263000000000005,32.641 -2020-01-31 02:00:00,78.12,147.43200000000002,40.799,32.641 -2020-01-31 02:15:00,77.01,149.412,40.799,32.641 -2020-01-31 02:30:00,81.31,151.12,40.799,32.641 -2020-01-31 02:45:00,81.77,153.464,40.799,32.641 -2020-01-31 03:00:00,80.53,155.114,41.398,32.641 -2020-01-31 03:15:00,78.43,157.67700000000002,41.398,32.641 -2020-01-31 03:30:00,83.05,159.502,41.398,32.641 -2020-01-31 03:45:00,85.88,161.82299999999998,41.398,32.641 -2020-01-31 04:00:00,81.83,173.408,42.38,32.641 -2020-01-31 04:15:00,79.91,184.787,42.38,32.641 -2020-01-31 04:30:00,83.03,188.74200000000002,42.38,32.641 -2020-01-31 04:45:00,88.4,190.513,42.38,32.641 -2020-01-31 05:00:00,92.99,223.68099999999998,46.181000000000004,32.641 -2020-01-31 05:15:00,86.2,253.05200000000002,46.181000000000004,32.641 -2020-01-31 05:30:00,87.66,249.93200000000002,46.181000000000004,32.641 -2020-01-31 05:45:00,92.16,243.638,46.181000000000004,32.641 -2020-01-31 06:00:00,100.18,241.388,59.33,32.641 -2020-01-31 06:15:00,103.88,245.922,59.33,32.641 -2020-01-31 06:30:00,107.37,248.06099999999998,59.33,32.641 -2020-01-31 06:45:00,111.97,255.41,59.33,32.641 -2020-01-31 07:00:00,118.81,252.83900000000003,72.454,32.641 -2020-01-31 07:15:00,121.43,259.492,72.454,32.641 -2020-01-31 07:30:00,120.61,262.686,72.454,32.641 -2020-01-31 07:45:00,123.16,263.152,72.454,32.641 -2020-01-31 08:00:00,125.9,260.182,67.175,32.641 -2020-01-31 08:15:00,125.96,259.769,67.175,32.641 -2020-01-31 08:30:00,124.1,257.837,67.175,32.641 -2020-01-31 08:45:00,122.45,253.051,67.175,32.641 -2020-01-31 09:00:00,121.29,247.245,65.365,32.641 -2020-01-31 09:15:00,120.99,244.838,65.365,32.641 -2020-01-31 09:30:00,122.63,242.851,65.365,32.641 -2020-01-31 09:45:00,125.07,239.21400000000003,65.365,32.641 -2020-01-31 10:00:00,125.19,232.065,63.95,32.641 -2020-01-31 10:15:00,123.48,229.30700000000002,63.95,32.641 -2020-01-31 10:30:00,118.43,225.118,63.95,32.641 -2020-01-31 10:45:00,116.42,222.847,63.95,32.641 -2020-01-31 11:00:00,112.88,219.519,63.92100000000001,32.641 -2020-01-31 11:15:00,114.05,217.38099999999997,63.92100000000001,32.641 -2020-01-31 11:30:00,112.59,217.62,63.92100000000001,32.641 -2020-01-31 11:45:00,113.51,217.265,63.92100000000001,32.641 -2020-01-31 12:00:00,110.81,214.657,60.79600000000001,32.641 -2020-01-31 12:15:00,108.51,212.18099999999998,60.79600000000001,32.641 -2020-01-31 12:30:00,110.61,211.828,60.79600000000001,32.641 -2020-01-31 12:45:00,107.4,213.051,60.79600000000001,32.641 -2020-01-31 13:00:00,109.64,211.68400000000003,59.393,32.641 -2020-01-31 13:15:00,114.24,211.65400000000002,59.393,32.641 -2020-01-31 13:30:00,114.13,210.50400000000002,59.393,32.641 -2020-01-31 13:45:00,116.3,210.64700000000002,59.393,32.641 -2020-01-31 14:00:00,114.74,209.613,57.943999999999996,32.641 -2020-01-31 14:15:00,117.45,209.69099999999997,57.943999999999996,32.641 -2020-01-31 14:30:00,113.57,210.88299999999998,57.943999999999996,32.641 -2020-01-31 14:45:00,113.98,212.3,57.943999999999996,32.641 -2020-01-31 15:00:00,114.17,212.85,60.153999999999996,32.641 -2020-01-31 15:15:00,115.31,212.88099999999997,60.153999999999996,32.641 -2020-01-31 15:30:00,115.47,212.65400000000002,60.153999999999996,32.641 -2020-01-31 15:45:00,118.13,213.44,60.153999999999996,32.641 -2020-01-31 16:00:00,117.86,213.96900000000002,62.933,32.641 -2020-01-31 16:15:00,117.65,216.122,62.933,32.641 -2020-01-31 16:30:00,119.13,219.115,62.933,32.641 -2020-01-31 16:45:00,120.48,220.305,62.933,32.641 -2020-01-31 17:00:00,125.21,222.662,68.657,32.641 -2020-01-31 17:15:00,125.41,223.35,68.657,32.641 -2020-01-31 17:30:00,129.61,224.38299999999998,68.657,32.641 -2020-01-31 17:45:00,127.16,224.322,68.657,32.641 -2020-01-31 18:00:00,127.56,227.113,67.111,32.641 -2020-01-31 18:15:00,125.29,223.821,67.111,32.641 -2020-01-31 18:30:00,125.6,223.31,67.111,32.641 -2020-01-31 18:45:00,124.45,223.90200000000002,67.111,32.641 -2020-01-31 19:00:00,121.9,222.61900000000003,62.434,32.641 -2020-01-31 19:15:00,121.13,220.045,62.434,32.641 -2020-01-31 19:30:00,123.82,216.67700000000002,62.434,32.641 -2020-01-31 19:45:00,118.48,213.486,62.434,32.641 -2020-01-31 20:00:00,112.24,209.06799999999998,61.763000000000005,32.641 -2020-01-31 20:15:00,106.36,202.207,61.763000000000005,32.641 -2020-01-31 20:30:00,103.04,197.96599999999998,61.763000000000005,32.641 -2020-01-31 20:45:00,102.41,197.637,61.763000000000005,32.641 -2020-01-31 21:00:00,97.4,194.132,56.785,32.641 -2020-01-31 21:15:00,102.69,191.324,56.785,32.641 -2020-01-31 21:30:00,101.42,189.345,56.785,32.641 -2020-01-31 21:45:00,97.23,188.61700000000002,56.785,32.641 -2020-01-31 22:00:00,90.73,182.27200000000002,52.693000000000005,32.641 -2020-01-31 22:15:00,85.64,176.511,52.693000000000005,32.641 -2020-01-31 22:30:00,87.1,169.132,52.693000000000005,32.641 -2020-01-31 22:45:00,89.23,164.673,52.693000000000005,32.641 -2020-01-31 23:00:00,85.55,156.369,45.443999999999996,32.641 -2020-01-31 23:15:00,83.18,153.1,45.443999999999996,32.641 -2020-01-31 23:30:00,79.02,152.094,45.443999999999996,32.641 -2020-01-31 23:45:00,83.75,151.02700000000002,45.443999999999996,32.641 -2020-02-01 00:00:00,76.71,129.81,42.033,32.431999999999995 -2020-02-01 00:15:00,73.23,124.75399999999999,42.033,32.431999999999995 -2020-02-01 00:30:00,70.83,127.20700000000001,42.033,32.431999999999995 -2020-02-01 00:45:00,74.17,129.618,42.033,32.431999999999995 -2020-02-01 01:00:00,71.69,132.734,38.255,32.431999999999995 -2020-02-01 01:15:00,71.85,132.577,38.255,32.431999999999995 -2020-02-01 01:30:00,67.13,132.036,38.255,32.431999999999995 -2020-02-01 01:45:00,71.17,132.134,38.255,32.431999999999995 -2020-02-01 02:00:00,69.97,135.287,36.404,32.431999999999995 -2020-02-01 02:15:00,69.51,136.813,36.404,32.431999999999995 -2020-02-01 02:30:00,67.27,137.26,36.404,32.431999999999995 -2020-02-01 02:45:00,73.49,139.49,36.404,32.431999999999995 -2020-02-01 03:00:00,69.19,141.94,36.083,32.431999999999995 -2020-02-01 03:15:00,67.7,143.183,36.083,32.431999999999995 -2020-02-01 03:30:00,62.05,143.143,36.083,32.431999999999995 -2020-02-01 03:45:00,63.49,145.23,36.083,32.431999999999995 -2020-02-01 04:00:00,67.97,152.216,36.102,32.431999999999995 -2020-02-01 04:15:00,68.64,160.666,36.102,32.431999999999995 -2020-02-01 04:30:00,65.01,162.115,36.102,32.431999999999995 -2020-02-01 04:45:00,63.87,163.159,36.102,32.431999999999995 -2020-02-01 05:00:00,64.66,178.486,35.284,32.431999999999995 -2020-02-01 05:15:00,65.5,187.328,35.284,32.431999999999995 -2020-02-01 05:30:00,65.69,184.41,35.284,32.431999999999995 -2020-02-01 05:45:00,67.86,183.62,35.284,32.431999999999995 -2020-02-01 06:00:00,69.24,201.104,36.265,32.431999999999995 -2020-02-01 06:15:00,71.37,222.93900000000002,36.265,32.431999999999995 -2020-02-01 06:30:00,71.93,219.313,36.265,32.431999999999995 -2020-02-01 06:45:00,74.95,216.52599999999998,36.265,32.431999999999995 -2020-02-01 07:00:00,78.52,210.303,40.714,32.431999999999995 -2020-02-01 07:15:00,80.13,215.368,40.714,32.431999999999995 -2020-02-01 07:30:00,82.2,221.09,40.714,32.431999999999995 -2020-02-01 07:45:00,85.69,225.72099999999998,40.714,32.431999999999995 -2020-02-01 08:00:00,91.13,227.44099999999997,46.692,32.431999999999995 -2020-02-01 08:15:00,91.12,231.018,46.692,32.431999999999995 -2020-02-01 08:30:00,92.79,230.90099999999998,46.692,32.431999999999995 -2020-02-01 08:45:00,94.88,229.52900000000002,46.692,32.431999999999995 -2020-02-01 09:00:00,97.7,225.294,48.925,32.431999999999995 -2020-02-01 09:15:00,97.76,223.685,48.925,32.431999999999995 -2020-02-01 09:30:00,98.69,222.65200000000002,48.925,32.431999999999995 -2020-02-01 09:45:00,101.05,219.40099999999998,48.925,32.431999999999995 -2020-02-01 10:00:00,101.31,212.862,47.799,32.431999999999995 -2020-02-01 10:15:00,101.73,210.19,47.799,32.431999999999995 -2020-02-01 10:30:00,101.39,206.543,47.799,32.431999999999995 -2020-02-01 10:45:00,106.31,205.921,47.799,32.431999999999995 -2020-02-01 11:00:00,103.02,203.19299999999998,44.309,32.431999999999995 -2020-02-01 11:15:00,103.3,200.252,44.309,32.431999999999995 -2020-02-01 11:30:00,108.4,199.29,44.309,32.431999999999995 -2020-02-01 11:45:00,112.35,197.61900000000003,44.309,32.431999999999995 -2020-02-01 12:00:00,105.64,193.695,42.367,32.431999999999995 -2020-02-01 12:15:00,104.87,191.93599999999998,42.367,32.431999999999995 -2020-02-01 12:30:00,102.75,191.995,42.367,32.431999999999995 -2020-02-01 12:45:00,101.19,192.31900000000002,42.367,32.431999999999995 -2020-02-01 13:00:00,98.77,190.88400000000001,39.036,32.431999999999995 -2020-02-01 13:15:00,102.03,188.609,39.036,32.431999999999995 -2020-02-01 13:30:00,97.87,187.08700000000002,39.036,32.431999999999995 -2020-02-01 13:45:00,97.89,187.785,39.036,32.431999999999995 -2020-02-01 14:00:00,95.54,188.062,37.995,32.431999999999995 -2020-02-01 14:15:00,95.43,187.68599999999998,37.995,32.431999999999995 -2020-02-01 14:30:00,94.24,186.92700000000002,37.995,32.431999999999995 -2020-02-01 14:45:00,95.58,188.394,37.995,32.431999999999995 -2020-02-01 15:00:00,95.01,189.855,40.71,32.431999999999995 -2020-02-01 15:15:00,94.99,190.50799999999998,40.71,32.431999999999995 -2020-02-01 15:30:00,93.2,192.142,40.71,32.431999999999995 -2020-02-01 15:45:00,93.06,193.253,40.71,32.431999999999995 -2020-02-01 16:00:00,95.23,191.983,46.998000000000005,32.431999999999995 -2020-02-01 16:15:00,95.22,195.12099999999998,46.998000000000005,32.431999999999995 -2020-02-01 16:30:00,97.78,198.024,46.998000000000005,32.431999999999995 -2020-02-01 16:45:00,99.14,200.262,46.998000000000005,32.431999999999995 -2020-02-01 17:00:00,105.82,202.077,55.431000000000004,32.431999999999995 -2020-02-01 17:15:00,106.49,204.93599999999998,55.431000000000004,32.431999999999995 -2020-02-01 17:30:00,107.67,205.97799999999998,55.431000000000004,32.431999999999995 -2020-02-01 17:45:00,109.78,205.5,55.431000000000004,32.431999999999995 -2020-02-01 18:00:00,112.26,207.61599999999999,55.989,32.431999999999995 -2020-02-01 18:15:00,110.96,206.43400000000003,55.989,32.431999999999995 -2020-02-01 18:30:00,109.62,207.187,55.989,32.431999999999995 -2020-02-01 18:45:00,108.33,204.48,55.989,32.431999999999995 -2020-02-01 19:00:00,106.53,204.679,50.882,32.431999999999995 -2020-02-01 19:15:00,105.46,201.778,50.882,32.431999999999995 -2020-02-01 19:30:00,104.21,199.399,50.882,32.431999999999995 -2020-02-01 19:45:00,102.98,195.791,50.882,32.431999999999995 -2020-02-01 20:00:00,97.91,193.72299999999998,43.172,32.431999999999995 -2020-02-01 20:15:00,94.51,189.55700000000002,43.172,32.431999999999995 -2020-02-01 20:30:00,91.8,185.125,43.172,32.431999999999995 -2020-02-01 20:45:00,90.04,184.016,43.172,32.431999999999995 -2020-02-01 21:00:00,84.99,183.33900000000003,37.599000000000004,32.431999999999995 -2020-02-01 21:15:00,84.93,181.149,37.599000000000004,32.431999999999995 -2020-02-01 21:30:00,83.67,180.52,37.599000000000004,32.431999999999995 -2020-02-01 21:45:00,82.32,179.476,37.599000000000004,32.431999999999995 -2020-02-01 22:00:00,78.77,174.79,39.047,32.431999999999995 -2020-02-01 22:15:00,79.21,171.956,39.047,32.431999999999995 -2020-02-01 22:30:00,75.78,171.52200000000002,39.047,32.431999999999995 -2020-02-01 22:45:00,74.58,169.205,39.047,32.431999999999995 -2020-02-01 23:00:00,71.15,163.97299999999998,32.339,32.431999999999995 -2020-02-01 23:15:00,70.35,158.893,32.339,32.431999999999995 -2020-02-01 23:30:00,67.66,155.857,32.339,32.431999999999995 -2020-02-01 23:45:00,67.11,152.153,32.339,32.431999999999995 -2020-02-02 00:00:00,63.53,130.029,29.988000000000003,32.431999999999995 -2020-02-02 00:15:00,63.8,124.745,29.988000000000003,32.431999999999995 -2020-02-02 00:30:00,62.55,126.78,29.988000000000003,32.431999999999995 -2020-02-02 00:45:00,61.0,129.969,29.988000000000003,32.431999999999995 -2020-02-02 01:00:00,57.82,132.872,28.531999999999996,32.431999999999995 -2020-02-02 01:15:00,58.55,133.874,28.531999999999996,32.431999999999995 -2020-02-02 01:30:00,58.11,133.923,28.531999999999996,32.431999999999995 -2020-02-02 01:45:00,57.64,133.714,28.531999999999996,32.431999999999995 -2020-02-02 02:00:00,55.93,136.03,27.805999999999997,32.431999999999995 -2020-02-02 02:15:00,56.4,136.515,27.805999999999997,32.431999999999995 -2020-02-02 02:30:00,55.63,137.906,27.805999999999997,32.431999999999995 -2020-02-02 02:45:00,55.85,140.687,27.805999999999997,32.431999999999995 -2020-02-02 03:00:00,54.61,143.411,26.193,32.431999999999995 -2020-02-02 03:15:00,55.42,144.041,26.193,32.431999999999995 -2020-02-02 03:30:00,55.76,145.66,26.193,32.431999999999995 -2020-02-02 03:45:00,55.94,147.775,26.193,32.431999999999995 -2020-02-02 04:00:00,55.92,154.489,27.19,32.431999999999995 -2020-02-02 04:15:00,57.67,161.849,27.19,32.431999999999995 -2020-02-02 04:30:00,57.96,163.20600000000002,27.19,32.431999999999995 -2020-02-02 04:45:00,58.08,164.608,27.19,32.431999999999995 -2020-02-02 05:00:00,58.81,175.93599999999998,28.166999999999998,32.431999999999995 -2020-02-02 05:15:00,60.25,182.16099999999997,28.166999999999998,32.431999999999995 -2020-02-02 05:30:00,60.89,179.095,28.166999999999998,32.431999999999995 -2020-02-02 05:45:00,61.68,178.62599999999998,28.166999999999998,32.431999999999995 -2020-02-02 06:00:00,62.19,196.321,27.16,32.431999999999995 -2020-02-02 06:15:00,62.48,216.12400000000002,27.16,32.431999999999995 -2020-02-02 06:30:00,63.17,211.331,27.16,32.431999999999995 -2020-02-02 06:45:00,64.8,207.49599999999998,27.16,32.431999999999995 -2020-02-02 07:00:00,68.38,204.016,29.578000000000003,32.431999999999995 -2020-02-02 07:15:00,68.86,208.31099999999998,29.578000000000003,32.431999999999995 -2020-02-02 07:30:00,69.25,212.454,29.578000000000003,32.431999999999995 -2020-02-02 07:45:00,71.7,216.199,29.578000000000003,32.431999999999995 -2020-02-02 08:00:00,76.25,219.887,34.650999999999996,32.431999999999995 -2020-02-02 08:15:00,77.74,223.195,34.650999999999996,32.431999999999995 -2020-02-02 08:30:00,79.71,224.77,34.650999999999996,32.431999999999995 -2020-02-02 08:45:00,79.84,225.657,34.650999999999996,32.431999999999995 -2020-02-02 09:00:00,84.28,220.99099999999999,38.080999999999996,32.431999999999995 -2020-02-02 09:15:00,85.13,220.058,38.080999999999996,32.431999999999995 -2020-02-02 09:30:00,86.37,218.822,38.080999999999996,32.431999999999995 -2020-02-02 09:45:00,88.68,215.322,38.080999999999996,32.431999999999995 -2020-02-02 10:00:00,88.73,211.52200000000002,39.934,32.431999999999995 -2020-02-02 10:15:00,89.78,209.44799999999998,39.934,32.431999999999995 -2020-02-02 10:30:00,92.29,206.45,39.934,32.431999999999995 -2020-02-02 10:45:00,94.48,203.609,39.934,32.431999999999995 -2020-02-02 11:00:00,96.74,201.93599999999998,43.74100000000001,32.431999999999995 -2020-02-02 11:15:00,100.32,199.2,43.74100000000001,32.431999999999995 -2020-02-02 11:30:00,102.7,197.222,43.74100000000001,32.431999999999995 -2020-02-02 11:45:00,103.15,196.201,43.74100000000001,32.431999999999995 -2020-02-02 12:00:00,99.58,191.542,40.001999999999995,32.431999999999995 -2020-02-02 12:15:00,98.64,191.982,40.001999999999995,32.431999999999995 -2020-02-02 12:30:00,95.5,190.382,40.001999999999995,32.431999999999995 -2020-02-02 12:45:00,93.0,189.704,40.001999999999995,32.431999999999995 -2020-02-02 13:00:00,90.71,187.521,37.855,32.431999999999995 -2020-02-02 13:15:00,89.28,188.63099999999997,37.855,32.431999999999995 -2020-02-02 13:30:00,87.1,186.988,37.855,32.431999999999995 -2020-02-02 13:45:00,86.01,186.828,37.855,32.431999999999995 -2020-02-02 14:00:00,84.14,187.291,35.946999999999996,32.431999999999995 -2020-02-02 14:15:00,84.33,188.176,35.946999999999996,32.431999999999995 -2020-02-02 14:30:00,83.61,188.908,35.946999999999996,32.431999999999995 -2020-02-02 14:45:00,84.39,190.054,35.946999999999996,32.431999999999995 -2020-02-02 15:00:00,84.93,189.815,35.138000000000005,32.431999999999995 -2020-02-02 15:15:00,84.41,191.359,35.138000000000005,32.431999999999995 -2020-02-02 15:30:00,83.67,193.63299999999998,35.138000000000005,32.431999999999995 -2020-02-02 15:45:00,83.84,195.46,35.138000000000005,32.431999999999995 -2020-02-02 16:00:00,85.14,196.38099999999997,38.672,32.431999999999995 -2020-02-02 16:15:00,85.03,198.49599999999998,38.672,32.431999999999995 -2020-02-02 16:30:00,86.66,201.58599999999998,38.672,32.431999999999995 -2020-02-02 16:45:00,89.42,203.954,38.672,32.431999999999995 -2020-02-02 17:00:00,94.56,205.68900000000002,48.684,32.431999999999995 -2020-02-02 17:15:00,97.47,208.07299999999998,48.684,32.431999999999995 -2020-02-02 17:30:00,99.16,209.385,48.684,32.431999999999995 -2020-02-02 17:45:00,100.99,211.365,48.684,32.431999999999995 -2020-02-02 18:00:00,105.14,212.826,51.568999999999996,32.431999999999995 -2020-02-02 18:15:00,103.39,213.162,51.568999999999996,32.431999999999995 -2020-02-02 18:30:00,106.37,211.679,51.568999999999996,32.431999999999995 -2020-02-02 18:45:00,102.89,210.99400000000003,51.568999999999996,32.431999999999995 -2020-02-02 19:00:00,101.38,210.583,48.608000000000004,32.431999999999995 -2020-02-02 19:15:00,99.21,208.429,48.608000000000004,32.431999999999995 -2020-02-02 19:30:00,98.13,205.91099999999997,48.608000000000004,32.431999999999995 -2020-02-02 19:45:00,98.79,203.928,48.608000000000004,32.431999999999995 -2020-02-02 20:00:00,93.72,201.81799999999998,43.733999999999995,32.431999999999995 -2020-02-02 20:15:00,91.94,198.74400000000003,43.733999999999995,32.431999999999995 -2020-02-02 20:30:00,90.61,195.58700000000002,43.733999999999995,32.431999999999995 -2020-02-02 20:45:00,89.18,193.338,43.733999999999995,32.431999999999995 -2020-02-02 21:00:00,86.51,189.835,39.283,32.431999999999995 -2020-02-02 21:15:00,86.22,186.979,39.283,32.431999999999995 -2020-02-02 21:30:00,86.04,186.727,39.283,32.431999999999995 -2020-02-02 21:45:00,87.9,185.815,39.283,32.431999999999995 -2020-02-02 22:00:00,84.32,179.638,40.111,32.431999999999995 -2020-02-02 22:15:00,85.45,176.153,40.111,32.431999999999995 -2020-02-02 22:30:00,83.23,172.30900000000003,40.111,32.431999999999995 -2020-02-02 22:45:00,82.39,169.19,40.111,32.431999999999995 -2020-02-02 23:00:00,78.06,160.942,35.791,32.431999999999995 -2020-02-02 23:15:00,78.99,157.774,35.791,32.431999999999995 -2020-02-02 23:30:00,76.63,155.68200000000002,35.791,32.431999999999995 -2020-02-02 23:45:00,77.09,152.945,35.791,32.431999999999995 -2020-02-03 00:00:00,72.55,134.424,34.311,32.613 -2020-02-03 00:15:00,73.3,132.341,34.311,32.613 -2020-02-03 00:30:00,72.72,134.543,34.311,32.613 -2020-02-03 00:45:00,71.94,137.173,34.311,32.613 -2020-02-03 01:00:00,69.66,140.04,34.585,32.613 -2020-02-03 01:15:00,70.92,140.44,34.585,32.613 -2020-02-03 01:30:00,70.34,140.496,34.585,32.613 -2020-02-03 01:45:00,70.86,140.424,34.585,32.613 -2020-02-03 02:00:00,69.94,142.671,34.111,32.613 -2020-02-03 02:15:00,71.57,144.918,34.111,32.613 -2020-02-03 02:30:00,70.86,146.672,34.111,32.613 -2020-02-03 02:45:00,72.17,148.778,34.111,32.613 -2020-02-03 03:00:00,71.64,152.88299999999998,32.435,32.613 -2020-02-03 03:15:00,71.9,155.274,32.435,32.613 -2020-02-03 03:30:00,73.09,156.496,32.435,32.613 -2020-02-03 03:45:00,73.72,158.063,32.435,32.613 -2020-02-03 04:00:00,74.52,169.278,33.04,32.613 -2020-02-03 04:15:00,75.25,180.90200000000002,33.04,32.613 -2020-02-03 04:30:00,76.93,184.803,33.04,32.613 -2020-02-03 04:45:00,80.1,186.326,33.04,32.613 -2020-02-03 05:00:00,83.89,214.47799999999998,40.399,32.613 -2020-02-03 05:15:00,86.25,242.049,40.399,32.613 -2020-02-03 05:30:00,91.33,239.489,40.399,32.613 -2020-02-03 05:45:00,95.99,233.071,40.399,32.613 -2020-02-03 06:00:00,104.74,231.924,60.226000000000006,32.613 -2020-02-03 06:15:00,110.75,236.253,60.226000000000006,32.613 -2020-02-03 06:30:00,114.63,239.93900000000002,60.226000000000006,32.613 -2020-02-03 06:45:00,119.48,245.31099999999998,60.226000000000006,32.613 -2020-02-03 07:00:00,129.14,244.451,73.578,32.613 -2020-02-03 07:15:00,130.05,249.81900000000002,73.578,32.613 -2020-02-03 07:30:00,129.17,253.173,73.578,32.613 -2020-02-03 07:45:00,130.1,253.949,73.578,32.613 -2020-02-03 08:00:00,135.43,252.31099999999998,66.58,32.613 -2020-02-03 08:15:00,135.0,253.35,66.58,32.613 -2020-02-03 08:30:00,134.72,250.42,66.58,32.613 -2020-02-03 08:45:00,136.03,247.53799999999998,66.58,32.613 -2020-02-03 09:00:00,138.01,241.83900000000003,62.0,32.613 -2020-02-03 09:15:00,139.79,237.245,62.0,32.613 -2020-02-03 09:30:00,141.36,235.02900000000002,62.0,32.613 -2020-02-03 09:45:00,139.59,232.144,62.0,32.613 -2020-02-03 10:00:00,138.43,227.13400000000001,59.099,32.613 -2020-02-03 10:15:00,138.67,224.736,59.099,32.613 -2020-02-03 10:30:00,137.73,220.82299999999998,59.099,32.613 -2020-02-03 10:45:00,137.82,219.03,59.099,32.613 -2020-02-03 11:00:00,138.07,214.34599999999998,57.729,32.613 -2020-02-03 11:15:00,139.42,213.59,57.729,32.613 -2020-02-03 11:30:00,139.86,213.06599999999997,57.729,32.613 -2020-02-03 11:45:00,140.03,211.54,57.729,32.613 -2020-02-03 12:00:00,139.07,209.048,55.615,32.613 -2020-02-03 12:15:00,138.54,209.49200000000002,55.615,32.613 -2020-02-03 12:30:00,136.96,208.28099999999998,55.615,32.613 -2020-02-03 12:45:00,137.41,209.297,55.615,32.613 -2020-02-03 13:00:00,134.33,207.68,56.515,32.613 -2020-02-03 13:15:00,132.51,207.333,56.515,32.613 -2020-02-03 13:30:00,130.0,205.06400000000002,56.515,32.613 -2020-02-03 13:45:00,128.89,204.83,56.515,32.613 -2020-02-03 14:00:00,128.86,204.725,58.1,32.613 -2020-02-03 14:15:00,127.42,204.808,58.1,32.613 -2020-02-03 14:30:00,127.1,204.94799999999998,58.1,32.613 -2020-02-03 14:45:00,128.03,205.826,58.1,32.613 -2020-02-03 15:00:00,129.69,207.56599999999997,59.801,32.613 -2020-02-03 15:15:00,135.62,207.56099999999998,59.801,32.613 -2020-02-03 15:30:00,130.78,208.795,59.801,32.613 -2020-02-03 15:45:00,132.56,210.171,59.801,32.613 -2020-02-03 16:00:00,130.0,211.095,62.901,32.613 -2020-02-03 16:15:00,128.75,212.358,62.901,32.613 -2020-02-03 16:30:00,126.25,214.46200000000002,62.901,32.613 -2020-02-03 16:45:00,126.93,215.51,62.901,32.613 -2020-02-03 17:00:00,132.31,217.107,70.418,32.613 -2020-02-03 17:15:00,134.91,218.438,70.418,32.613 -2020-02-03 17:30:00,139.16,219.222,70.418,32.613 -2020-02-03 17:45:00,137.81,219.636,70.418,32.613 -2020-02-03 18:00:00,140.89,221.644,71.726,32.613 -2020-02-03 18:15:00,138.81,219.799,71.726,32.613 -2020-02-03 18:30:00,142.27,219.105,71.726,32.613 -2020-02-03 18:45:00,138.78,218.90900000000002,71.726,32.613 -2020-02-03 19:00:00,137.55,216.71,65.997,32.613 -2020-02-03 19:15:00,133.6,213.172,65.997,32.613 -2020-02-03 19:30:00,132.16,211.24599999999998,65.997,32.613 -2020-02-03 19:45:00,130.1,208.445,65.997,32.613 -2020-02-03 20:00:00,123.56,203.873,68.09100000000001,32.613 -2020-02-03 20:15:00,121.51,197.967,68.09100000000001,32.613 -2020-02-03 20:30:00,117.5,192.733,68.09100000000001,32.613 -2020-02-03 20:45:00,116.06,192.24400000000003,68.09100000000001,32.613 -2020-02-03 21:00:00,112.08,189.36900000000003,59.617,32.613 -2020-02-03 21:15:00,119.36,185.173,59.617,32.613 -2020-02-03 21:30:00,115.51,183.97799999999998,59.617,32.613 -2020-02-03 21:45:00,112.17,182.554,59.617,32.613 -2020-02-03 22:00:00,102.03,173.428,54.938,32.613 -2020-02-03 22:15:00,101.13,168.33,54.938,32.613 -2020-02-03 22:30:00,103.23,154.47899999999998,54.938,32.613 -2020-02-03 22:45:00,102.28,146.101,54.938,32.613 -2020-02-03 23:00:00,97.78,138.697,47.43,32.613 -2020-02-03 23:15:00,93.27,138.597,47.43,32.613 -2020-02-03 23:30:00,87.74,139.533,47.43,32.613 -2020-02-03 23:45:00,93.42,139.745,47.43,32.613 -2020-02-04 00:00:00,90.86,133.845,48.354,32.613 -2020-02-04 00:15:00,91.14,133.235,48.354,32.613 -2020-02-04 00:30:00,85.35,134.276,48.354,32.613 -2020-02-04 00:45:00,87.43,135.703,48.354,32.613 -2020-02-04 01:00:00,85.05,138.391,45.68600000000001,32.613 -2020-02-04 01:15:00,86.31,138.264,45.68600000000001,32.613 -2020-02-04 01:30:00,82.43,138.523,45.68600000000001,32.613 -2020-02-04 01:45:00,87.86,138.858,45.68600000000001,32.613 -2020-02-04 02:00:00,86.41,141.167,44.269,32.613 -2020-02-04 02:15:00,87.36,143.13,44.269,32.613 -2020-02-04 02:30:00,82.98,144.28,44.269,32.613 -2020-02-04 02:45:00,87.34,146.35399999999998,44.269,32.613 -2020-02-04 03:00:00,85.37,149.16899999999998,44.187,32.613 -2020-02-04 03:15:00,87.11,150.472,44.187,32.613 -2020-02-04 03:30:00,84.96,152.24200000000002,44.187,32.613 -2020-02-04 03:45:00,83.22,154.197,44.187,32.613 -2020-02-04 04:00:00,82.45,165.356,46.126999999999995,32.613 -2020-02-04 04:15:00,83.66,176.574,46.126999999999995,32.613 -2020-02-04 04:30:00,85.46,180.15099999999998,46.126999999999995,32.613 -2020-02-04 04:45:00,87.52,182.96599999999998,46.126999999999995,32.613 -2020-02-04 05:00:00,92.46,216.549,49.666000000000004,32.613 -2020-02-04 05:15:00,94.39,243.795,49.666000000000004,32.613 -2020-02-04 05:30:00,96.94,239.44099999999997,49.666000000000004,32.613 -2020-02-04 05:45:00,101.07,233.153,49.666000000000004,32.613 -2020-02-04 06:00:00,109.2,230.50799999999998,61.077,32.613 -2020-02-04 06:15:00,111.14,236.672,61.077,32.613 -2020-02-04 06:30:00,117.58,239.65099999999998,61.077,32.613 -2020-02-04 06:45:00,123.45,244.737,61.077,32.613 -2020-02-04 07:00:00,133.3,243.669,74.717,32.613 -2020-02-04 07:15:00,131.29,248.86900000000003,74.717,32.613 -2020-02-04 07:30:00,133.43,251.56799999999998,74.717,32.613 -2020-02-04 07:45:00,133.13,252.69799999999998,74.717,32.613 -2020-02-04 08:00:00,136.35,251.172,69.033,32.613 -2020-02-04 08:15:00,136.11,251.097,69.033,32.613 -2020-02-04 08:30:00,134.66,247.888,69.033,32.613 -2020-02-04 08:45:00,134.24,244.832,69.033,32.613 -2020-02-04 09:00:00,133.77,238.14700000000002,63.113,32.613 -2020-02-04 09:15:00,135.41,235.375,63.113,32.613 -2020-02-04 09:30:00,136.68,233.847,63.113,32.613 -2020-02-04 09:45:00,135.45,230.52900000000002,63.113,32.613 -2020-02-04 10:00:00,134.9,225.05700000000002,61.461999999999996,32.613 -2020-02-04 10:15:00,134.83,221.503,61.461999999999996,32.613 -2020-02-04 10:30:00,135.76,217.795,61.461999999999996,32.613 -2020-02-04 10:45:00,134.18,216.19,61.461999999999996,32.613 -2020-02-04 11:00:00,131.66,213.17,59.614,32.613 -2020-02-04 11:15:00,132.42,211.995,59.614,32.613 -2020-02-04 11:30:00,131.61,210.327,59.614,32.613 -2020-02-04 11:45:00,129.45,209.65900000000002,59.614,32.613 -2020-02-04 12:00:00,126.71,205.668,57.415,32.613 -2020-02-04 12:15:00,125.47,205.61599999999999,57.415,32.613 -2020-02-04 12:30:00,128.08,205.076,57.415,32.613 -2020-02-04 12:45:00,125.59,205.66400000000002,57.415,32.613 -2020-02-04 13:00:00,123.19,203.65400000000002,58.534,32.613 -2020-02-04 13:15:00,122.62,202.643,58.534,32.613 -2020-02-04 13:30:00,119.8,201.68,58.534,32.613 -2020-02-04 13:45:00,120.47,201.791,58.534,32.613 -2020-02-04 14:00:00,121.58,201.998,59.415,32.613 -2020-02-04 14:15:00,123.66,202.265,59.415,32.613 -2020-02-04 14:30:00,122.74,203.05599999999998,59.415,32.613 -2020-02-04 14:45:00,123.25,203.967,59.415,32.613 -2020-02-04 15:00:00,126.72,205.26,62.071999999999996,32.613 -2020-02-04 15:15:00,128.05,205.477,62.071999999999996,32.613 -2020-02-04 15:30:00,126.41,206.958,62.071999999999996,32.613 -2020-02-04 15:45:00,125.03,207.822,62.071999999999996,32.613 -2020-02-04 16:00:00,125.33,209.22799999999998,64.99,32.613 -2020-02-04 16:15:00,124.64,211.00400000000002,64.99,32.613 -2020-02-04 16:30:00,127.25,213.877,64.99,32.613 -2020-02-04 16:45:00,128.17,215.144,64.99,32.613 -2020-02-04 17:00:00,133.12,217.313,72.658,32.613 -2020-02-04 17:15:00,136.25,218.657,72.658,32.613 -2020-02-04 17:30:00,140.8,220.261,72.658,32.613 -2020-02-04 17:45:00,141.04,220.595,72.658,32.613 -2020-02-04 18:00:00,142.74,222.60299999999998,73.645,32.613 -2020-02-04 18:15:00,143.03,220.092,73.645,32.613 -2020-02-04 18:30:00,140.63,219.092,73.645,32.613 -2020-02-04 18:45:00,138.97,219.81400000000002,73.645,32.613 -2020-02-04 19:00:00,135.76,217.78,67.085,32.613 -2020-02-04 19:15:00,134.8,213.929,67.085,32.613 -2020-02-04 19:30:00,140.27,211.31400000000002,67.085,32.613 -2020-02-04 19:45:00,133.39,208.546,67.085,32.613 -2020-02-04 20:00:00,125.17,204.082,66.138,32.613 -2020-02-04 20:15:00,128.55,197.642,66.138,32.613 -2020-02-04 20:30:00,119.49,193.523,66.138,32.613 -2020-02-04 20:45:00,118.62,192.36700000000002,66.138,32.613 -2020-02-04 21:00:00,111.08,188.612,57.512,32.613 -2020-02-04 21:15:00,115.78,185.55599999999998,57.512,32.613 -2020-02-04 21:30:00,115.31,183.541,57.512,32.613 -2020-02-04 21:45:00,112.98,182.362,57.512,32.613 -2020-02-04 22:00:00,101.24,175.079,54.545,32.613 -2020-02-04 22:15:00,101.11,169.757,54.545,32.613 -2020-02-04 22:30:00,101.29,155.946,54.545,32.613 -2020-02-04 22:45:00,102.32,147.877,54.545,32.613 -2020-02-04 23:00:00,97.65,140.57399999999998,48.605,32.613 -2020-02-04 23:15:00,94.45,139.328,48.605,32.613 -2020-02-04 23:30:00,87.36,139.886,48.605,32.613 -2020-02-04 23:45:00,92.55,139.616,48.605,32.613 -2020-02-05 00:00:00,89.46,133.739,45.675,32.613 -2020-02-05 00:15:00,90.37,133.12,45.675,32.613 -2020-02-05 00:30:00,85.45,134.141,45.675,32.613 -2020-02-05 00:45:00,84.27,135.56,45.675,32.613 -2020-02-05 01:00:00,85.32,138.22299999999998,43.015,32.613 -2020-02-05 01:15:00,85.92,138.083,43.015,32.613 -2020-02-05 01:30:00,85.0,138.333,43.015,32.613 -2020-02-05 01:45:00,83.16,138.666,43.015,32.613 -2020-02-05 02:00:00,83.15,140.976,41.0,32.613 -2020-02-05 02:15:00,77.78,142.938,41.0,32.613 -2020-02-05 02:30:00,81.84,144.102,41.0,32.613 -2020-02-05 02:45:00,86.05,146.175,41.0,32.613 -2020-02-05 03:00:00,81.25,148.99200000000002,41.318000000000005,32.613 -2020-02-05 03:15:00,88.66,150.3,41.318000000000005,32.613 -2020-02-05 03:30:00,89.0,152.067,41.318000000000005,32.613 -2020-02-05 03:45:00,89.87,154.033,41.318000000000005,32.613 -2020-02-05 04:00:00,85.75,165.185,42.544,32.613 -2020-02-05 04:15:00,82.09,176.393,42.544,32.613 -2020-02-05 04:30:00,83.82,179.982,42.544,32.613 -2020-02-05 04:45:00,88.66,182.785,42.544,32.613 -2020-02-05 05:00:00,90.45,216.34400000000002,45.161,32.613 -2020-02-05 05:15:00,92.16,243.595,45.161,32.613 -2020-02-05 05:30:00,94.66,239.22400000000002,45.161,32.613 -2020-02-05 05:45:00,100.11,232.94299999999998,45.161,32.613 -2020-02-05 06:00:00,110.31,230.312,61.86600000000001,32.613 -2020-02-05 06:15:00,112.52,236.489,61.86600000000001,32.613 -2020-02-05 06:30:00,118.94,239.447,61.86600000000001,32.613 -2020-02-05 06:45:00,122.35,244.541,61.86600000000001,32.613 -2020-02-05 07:00:00,129.73,243.495,77.814,32.613 -2020-02-05 07:15:00,130.12,248.67,77.814,32.613 -2020-02-05 07:30:00,132.0,251.338,77.814,32.613 -2020-02-05 07:45:00,130.03,252.429,77.814,32.613 -2020-02-05 08:00:00,133.79,250.885,70.251,32.613 -2020-02-05 08:15:00,132.59,250.78599999999997,70.251,32.613 -2020-02-05 08:30:00,134.41,247.52200000000002,70.251,32.613 -2020-02-05 08:45:00,131.14,244.46200000000002,70.251,32.613 -2020-02-05 09:00:00,131.14,237.77700000000002,66.965,32.613 -2020-02-05 09:15:00,131.67,235.00900000000001,66.965,32.613 -2020-02-05 09:30:00,133.35,233.50099999999998,66.965,32.613 -2020-02-05 09:45:00,132.54,230.18200000000002,66.965,32.613 -2020-02-05 10:00:00,133.0,224.718,63.628,32.613 -2020-02-05 10:15:00,130.23,221.18900000000002,63.628,32.613 -2020-02-05 10:30:00,128.04,217.488,63.628,32.613 -2020-02-05 10:45:00,128.01,215.894,63.628,32.613 -2020-02-05 11:00:00,127.57,212.861,62.516999999999996,32.613 -2020-02-05 11:15:00,126.97,211.695,62.516999999999996,32.613 -2020-02-05 11:30:00,127.26,210.033,62.516999999999996,32.613 -2020-02-05 11:45:00,128.78,209.375,62.516999999999996,32.613 -2020-02-05 12:00:00,125.28,205.40099999999998,60.888999999999996,32.613 -2020-02-05 12:15:00,123.86,205.365,60.888999999999996,32.613 -2020-02-05 12:30:00,125.88,204.801,60.888999999999996,32.613 -2020-02-05 12:45:00,122.32,205.387,60.888999999999996,32.613 -2020-02-05 13:00:00,120.11,203.394,61.57899999999999,32.613 -2020-02-05 13:15:00,120.74,202.361,61.57899999999999,32.613 -2020-02-05 13:30:00,121.03,201.382,61.57899999999999,32.613 -2020-02-05 13:45:00,121.19,201.493,61.57899999999999,32.613 -2020-02-05 14:00:00,119.29,201.74900000000002,62.602,32.613 -2020-02-05 14:15:00,121.95,201.998,62.602,32.613 -2020-02-05 14:30:00,121.58,202.77700000000002,62.602,32.613 -2020-02-05 14:45:00,122.34,203.703,62.602,32.613 -2020-02-05 15:00:00,125.21,205.007,64.259,32.613 -2020-02-05 15:15:00,123.42,205.195,64.259,32.613 -2020-02-05 15:30:00,126.69,206.644,64.259,32.613 -2020-02-05 15:45:00,122.86,207.49099999999999,64.259,32.613 -2020-02-05 16:00:00,126.84,208.898,67.632,32.613 -2020-02-05 16:15:00,124.67,210.669,67.632,32.613 -2020-02-05 16:30:00,126.69,213.547,67.632,32.613 -2020-02-05 16:45:00,128.11,214.801,67.632,32.613 -2020-02-05 17:00:00,131.41,216.96400000000003,72.583,32.613 -2020-02-05 17:15:00,135.42,218.33599999999998,72.583,32.613 -2020-02-05 17:30:00,141.15,219.976,72.583,32.613 -2020-02-05 17:45:00,142.13,220.33599999999998,72.583,32.613 -2020-02-05 18:00:00,142.56,222.359,72.744,32.613 -2020-02-05 18:15:00,140.69,219.895,72.744,32.613 -2020-02-05 18:30:00,140.23,218.899,72.744,32.613 -2020-02-05 18:45:00,138.2,219.645,72.744,32.613 -2020-02-05 19:00:00,133.78,217.56900000000002,69.684,32.613 -2020-02-05 19:15:00,135.47,213.73,69.684,32.613 -2020-02-05 19:30:00,139.35,211.13400000000001,69.684,32.613 -2020-02-05 19:45:00,137.95,208.394,69.684,32.613 -2020-02-05 20:00:00,129.71,203.90200000000002,70.036,32.613 -2020-02-05 20:15:00,121.3,197.472,70.036,32.613 -2020-02-05 20:30:00,116.66,193.362,70.036,32.613 -2020-02-05 20:45:00,118.71,192.213,70.036,32.613 -2020-02-05 21:00:00,109.48,188.44,60.431999999999995,32.613 -2020-02-05 21:15:00,115.23,185.36900000000003,60.431999999999995,32.613 -2020-02-05 21:30:00,114.27,183.355,60.431999999999995,32.613 -2020-02-05 21:45:00,111.11,182.192,60.431999999999995,32.613 -2020-02-05 22:00:00,102.57,174.896,56.2,32.613 -2020-02-05 22:15:00,98.72,169.59799999999998,56.2,32.613 -2020-02-05 22:30:00,95.62,155.756,56.2,32.613 -2020-02-05 22:45:00,97.92,147.694,56.2,32.613 -2020-02-05 23:00:00,93.72,140.384,47.927,32.613 -2020-02-05 23:15:00,95.58,139.151,47.927,32.613 -2020-02-05 23:30:00,93.57,139.726,47.927,32.613 -2020-02-05 23:45:00,93.42,139.472,47.927,32.613 -2020-02-06 00:00:00,88.03,133.625,43.794,32.613 -2020-02-06 00:15:00,88.69,132.998,43.794,32.613 -2020-02-06 00:30:00,88.37,134.0,43.794,32.613 -2020-02-06 00:45:00,83.31,135.411,43.794,32.613 -2020-02-06 01:00:00,85.13,138.046,42.397,32.613 -2020-02-06 01:15:00,86.78,137.894,42.397,32.613 -2020-02-06 01:30:00,84.13,138.134,42.397,32.613 -2020-02-06 01:45:00,81.34,138.464,42.397,32.613 -2020-02-06 02:00:00,83.95,140.776,40.010999999999996,32.613 -2020-02-06 02:15:00,85.6,142.738,40.010999999999996,32.613 -2020-02-06 02:30:00,84.94,143.915,40.010999999999996,32.613 -2020-02-06 02:45:00,83.06,145.987,40.010999999999996,32.613 -2020-02-06 03:00:00,85.59,148.806,39.181,32.613 -2020-02-06 03:15:00,88.0,150.118,39.181,32.613 -2020-02-06 03:30:00,87.64,151.882,39.181,32.613 -2020-02-06 03:45:00,86.23,153.86,39.181,32.613 -2020-02-06 04:00:00,87.6,165.005,40.39,32.613 -2020-02-06 04:15:00,83.48,176.203,40.39,32.613 -2020-02-06 04:30:00,84.04,179.805,40.39,32.613 -2020-02-06 04:45:00,86.36,182.597,40.39,32.613 -2020-02-06 05:00:00,90.39,216.13299999999998,45.504,32.613 -2020-02-06 05:15:00,92.47,243.39,45.504,32.613 -2020-02-06 05:30:00,94.94,238.99900000000002,45.504,32.613 -2020-02-06 05:45:00,99.52,232.726,45.504,32.613 -2020-02-06 06:00:00,109.99,230.108,57.748000000000005,32.613 -2020-02-06 06:15:00,113.45,236.298,57.748000000000005,32.613 -2020-02-06 06:30:00,117.48,239.236,57.748000000000005,32.613 -2020-02-06 06:45:00,122.09,244.335,57.748000000000005,32.613 -2020-02-06 07:00:00,130.35,243.31099999999998,72.138,32.613 -2020-02-06 07:15:00,131.22,248.46200000000002,72.138,32.613 -2020-02-06 07:30:00,134.4,251.09599999999998,72.138,32.613 -2020-02-06 07:45:00,135.28,252.148,72.138,32.613 -2020-02-06 08:00:00,138.42,250.588,65.542,32.613 -2020-02-06 08:15:00,139.12,250.46400000000003,65.542,32.613 -2020-02-06 08:30:00,135.68,247.144,65.542,32.613 -2020-02-06 08:45:00,135.18,244.079,65.542,32.613 -2020-02-06 09:00:00,136.0,237.396,60.523,32.613 -2020-02-06 09:15:00,137.89,234.63099999999997,60.523,32.613 -2020-02-06 09:30:00,140.17,233.143,60.523,32.613 -2020-02-06 09:45:00,143.52,229.824,60.523,32.613 -2020-02-06 10:00:00,140.22,224.36900000000003,57.449,32.613 -2020-02-06 10:15:00,141.82,220.864,57.449,32.613 -2020-02-06 10:30:00,141.15,217.17,57.449,32.613 -2020-02-06 10:45:00,141.82,215.588,57.449,32.613 -2020-02-06 11:00:00,140.12,212.542,54.505,32.613 -2020-02-06 11:15:00,141.56,211.387,54.505,32.613 -2020-02-06 11:30:00,142.0,209.731,54.505,32.613 -2020-02-06 11:45:00,141.74,209.082,54.505,32.613 -2020-02-06 12:00:00,141.83,205.12400000000002,51.50899999999999,32.613 -2020-02-06 12:15:00,140.81,205.106,51.50899999999999,32.613 -2020-02-06 12:30:00,138.96,204.518,51.50899999999999,32.613 -2020-02-06 12:45:00,136.26,205.1,51.50899999999999,32.613 -2020-02-06 13:00:00,133.75,203.12599999999998,51.303999999999995,32.613 -2020-02-06 13:15:00,132.36,202.07,51.303999999999995,32.613 -2020-02-06 13:30:00,131.1,201.075,51.303999999999995,32.613 -2020-02-06 13:45:00,131.74,201.18599999999998,51.303999999999995,32.613 -2020-02-06 14:00:00,131.95,201.49400000000003,52.785,32.613 -2020-02-06 14:15:00,131.78,201.72299999999998,52.785,32.613 -2020-02-06 14:30:00,129.87,202.489,52.785,32.613 -2020-02-06 14:45:00,131.48,203.43099999999998,52.785,32.613 -2020-02-06 15:00:00,130.36,204.74599999999998,56.458999999999996,32.613 -2020-02-06 15:15:00,130.85,204.90400000000002,56.458999999999996,32.613 -2020-02-06 15:30:00,132.16,206.32,56.458999999999996,32.613 -2020-02-06 15:45:00,129.54,207.15200000000002,56.458999999999996,32.613 -2020-02-06 16:00:00,131.64,208.558,59.388000000000005,32.613 -2020-02-06 16:15:00,130.67,210.32299999999998,59.388000000000005,32.613 -2020-02-06 16:30:00,131.07,213.205,59.388000000000005,32.613 -2020-02-06 16:45:00,131.83,214.446,59.388000000000005,32.613 -2020-02-06 17:00:00,136.93,216.605,64.462,32.613 -2020-02-06 17:15:00,139.65,218.00400000000002,64.462,32.613 -2020-02-06 17:30:00,141.81,219.679,64.462,32.613 -2020-02-06 17:45:00,143.36,220.06400000000002,64.462,32.613 -2020-02-06 18:00:00,143.08,222.104,65.128,32.613 -2020-02-06 18:15:00,141.76,219.69,65.128,32.613 -2020-02-06 18:30:00,142.88,218.695,65.128,32.613 -2020-02-06 18:45:00,140.14,219.465,65.128,32.613 -2020-02-06 19:00:00,137.45,217.34799999999998,61.316,32.613 -2020-02-06 19:15:00,136.1,213.52,61.316,32.613 -2020-02-06 19:30:00,140.99,210.94400000000002,61.316,32.613 -2020-02-06 19:45:00,140.88,208.235,61.316,32.613 -2020-02-06 20:00:00,130.65,203.713,59.845,32.613 -2020-02-06 20:15:00,123.56,197.295,59.845,32.613 -2020-02-06 20:30:00,119.45,193.192,59.845,32.613 -2020-02-06 20:45:00,118.13,192.05,59.845,32.613 -2020-02-06 21:00:00,110.84,188.26,54.83,32.613 -2020-02-06 21:15:00,117.96,185.175,54.83,32.613 -2020-02-06 21:30:00,117.04,183.16,54.83,32.613 -2020-02-06 21:45:00,112.67,182.015,54.83,32.613 -2020-02-06 22:00:00,101.49,174.704,50.933,32.613 -2020-02-06 22:15:00,101.52,169.43,50.933,32.613 -2020-02-06 22:30:00,97.68,155.55700000000002,50.933,32.613 -2020-02-06 22:45:00,100.63,147.503,50.933,32.613 -2020-02-06 23:00:00,98.2,140.183,45.32899999999999,32.613 -2020-02-06 23:15:00,98.49,138.966,45.32899999999999,32.613 -2020-02-06 23:30:00,93.7,139.555,45.32899999999999,32.613 -2020-02-06 23:45:00,88.78,139.321,45.32899999999999,32.613 -2020-02-07 00:00:00,88.69,132.535,43.74,32.613 -2020-02-07 00:15:00,91.22,132.095,43.74,32.613 -2020-02-07 00:30:00,91.01,132.892,43.74,32.613 -2020-02-07 00:45:00,85.92,134.365,43.74,32.613 -2020-02-07 01:00:00,86.38,136.671,42.555,32.613 -2020-02-07 01:15:00,86.96,137.619,42.555,32.613 -2020-02-07 01:30:00,85.7,137.502,42.555,32.613 -2020-02-07 01:45:00,78.77,137.983,42.555,32.613 -2020-02-07 02:00:00,77.21,140.266,41.68600000000001,32.613 -2020-02-07 02:15:00,78.6,142.107,41.68600000000001,32.613 -2020-02-07 02:30:00,78.82,143.773,41.68600000000001,32.613 -2020-02-07 02:45:00,79.14,145.988,41.68600000000001,32.613 -2020-02-07 03:00:00,80.57,147.57399999999998,42.278999999999996,32.613 -2020-02-07 03:15:00,87.01,150.124,42.278999999999996,32.613 -2020-02-07 03:30:00,88.53,151.899,42.278999999999996,32.613 -2020-02-07 03:45:00,91.75,154.13299999999998,42.278999999999996,32.613 -2020-02-07 04:00:00,81.9,165.515,43.742,32.613 -2020-02-07 04:15:00,81.41,176.655,43.742,32.613 -2020-02-07 04:30:00,83.77,180.39,43.742,32.613 -2020-02-07 04:45:00,85.67,181.968,43.742,32.613 -2020-02-07 05:00:00,89.49,214.108,46.973,32.613 -2020-02-07 05:15:00,90.53,242.95,46.973,32.613 -2020-02-07 05:30:00,95.28,239.739,46.973,32.613 -2020-02-07 05:45:00,99.96,233.467,46.973,32.613 -2020-02-07 06:00:00,110.48,231.317,59.63399999999999,32.613 -2020-02-07 06:15:00,113.13,235.822,59.63399999999999,32.613 -2020-02-07 06:30:00,118.49,237.761,59.63399999999999,32.613 -2020-02-07 06:45:00,122.09,244.732,59.63399999999999,32.613 -2020-02-07 07:00:00,129.43,242.68599999999998,71.631,32.613 -2020-02-07 07:15:00,129.96,248.84,71.631,32.613 -2020-02-07 07:30:00,130.46,251.521,71.631,32.613 -2020-02-07 07:45:00,133.64,251.55700000000002,71.631,32.613 -2020-02-07 08:00:00,137.27,248.618,66.181,32.613 -2020-02-07 08:15:00,133.27,247.94099999999997,66.181,32.613 -2020-02-07 08:30:00,132.95,245.679,66.181,32.613 -2020-02-07 08:45:00,131.08,240.852,66.181,32.613 -2020-02-07 09:00:00,132.18,234.997,63.086000000000006,32.613 -2020-02-07 09:15:00,132.77,232.62599999999998,63.086000000000006,32.613 -2020-02-07 09:30:00,132.22,230.766,63.086000000000006,32.613 -2020-02-07 09:45:00,132.21,227.275,63.086000000000006,32.613 -2020-02-07 10:00:00,132.16,220.571,60.886,32.613 -2020-02-07 10:15:00,134.75,217.90599999999998,60.886,32.613 -2020-02-07 10:30:00,132.78,214.06599999999997,60.886,32.613 -2020-02-07 10:45:00,131.45,212.013,60.886,32.613 -2020-02-07 11:00:00,127.82,208.912,59.391000000000005,32.613 -2020-02-07 11:15:00,128.72,206.90200000000002,59.391000000000005,32.613 -2020-02-07 11:30:00,126.6,207.252,59.391000000000005,32.613 -2020-02-07 11:45:00,125.26,206.785,59.391000000000005,32.613 -2020-02-07 12:00:00,123.4,204.003,56.172,32.613 -2020-02-07 12:15:00,122.69,201.739,56.172,32.613 -2020-02-07 12:30:00,121.83,201.28900000000002,56.172,32.613 -2020-02-07 12:45:00,121.23,202.543,56.172,32.613 -2020-02-07 13:00:00,119.63,201.565,54.406000000000006,32.613 -2020-02-07 13:15:00,119.78,201.37599999999998,54.406000000000006,32.613 -2020-02-07 13:30:00,118.9,200.287,54.406000000000006,32.613 -2020-02-07 13:45:00,118.56,200.28799999999998,54.406000000000006,32.613 -2020-02-07 14:00:00,115.99,199.468,53.578,32.613 -2020-02-07 14:15:00,117.39,199.42700000000002,53.578,32.613 -2020-02-07 14:30:00,118.46,200.57,53.578,32.613 -2020-02-07 14:45:00,121.39,201.94799999999998,53.578,32.613 -2020-02-07 15:00:00,122.71,202.743,56.568999999999996,32.613 -2020-02-07 15:15:00,118.45,202.41299999999998,56.568999999999996,32.613 -2020-02-07 15:30:00,118.49,202.174,56.568999999999996,32.613 -2020-02-07 15:45:00,118.79,203.062,56.568999999999996,32.613 -2020-02-07 16:00:00,120.97,203.285,60.169,32.613 -2020-02-07 16:15:00,123.05,205.308,60.169,32.613 -2020-02-07 16:30:00,121.89,208.31900000000002,60.169,32.613 -2020-02-07 16:45:00,123.97,209.50400000000002,60.169,32.613 -2020-02-07 17:00:00,128.63,211.71099999999998,65.497,32.613 -2020-02-07 17:15:00,131.36,212.703,65.497,32.613 -2020-02-07 17:30:00,135.74,214.044,65.497,32.613 -2020-02-07 17:45:00,136.59,214.21599999999998,65.497,32.613 -2020-02-07 18:00:00,137.38,217.047,65.082,32.613 -2020-02-07 18:15:00,136.53,214.35,65.082,32.613 -2020-02-07 18:30:00,135.49,213.798,65.082,32.613 -2020-02-07 18:45:00,134.69,214.545,65.082,32.613 -2020-02-07 19:00:00,131.86,213.304,60.968,32.613 -2020-02-07 19:15:00,131.03,210.918,60.968,32.613 -2020-02-07 19:30:00,134.97,207.908,60.968,32.613 -2020-02-07 19:45:00,136.65,204.822,60.968,32.613 -2020-02-07 20:00:00,128.29,200.338,61.123000000000005,32.613 -2020-02-07 20:15:00,120.3,193.86,61.123000000000005,32.613 -2020-02-07 20:30:00,116.56,189.77,61.123000000000005,32.613 -2020-02-07 20:45:00,113.11,189.325,61.123000000000005,32.613 -2020-02-07 21:00:00,107.82,185.94299999999998,55.416000000000004,32.613 -2020-02-07 21:15:00,111.91,183.15400000000002,55.416000000000004,32.613 -2020-02-07 21:30:00,109.99,181.205,55.416000000000004,32.613 -2020-02-07 21:45:00,109.63,180.65099999999998,55.416000000000004,32.613 -2020-02-07 22:00:00,99.9,174.41299999999998,51.631,32.613 -2020-02-07 22:15:00,94.38,169.043,51.631,32.613 -2020-02-07 22:30:00,91.58,161.64,51.631,32.613 -2020-02-07 22:45:00,96.88,157.365,51.631,32.613 -2020-02-07 23:00:00,93.8,149.38299999999998,44.898,32.613 -2020-02-07 23:15:00,96.38,146.203,44.898,32.613 -2020-02-07 23:30:00,86.3,145.392,44.898,32.613 -2020-02-07 23:45:00,82.22,144.46200000000002,44.898,32.613 -2020-02-08 00:00:00,76.07,129.066,42.033,32.431999999999995 -2020-02-08 00:15:00,81.2,123.95200000000001,42.033,32.431999999999995 -2020-02-08 00:30:00,83.22,126.271,42.033,32.431999999999995 -2020-02-08 00:45:00,85.24,128.624,42.033,32.431999999999995 -2020-02-08 01:00:00,74.78,131.55700000000002,38.255,32.431999999999995 -2020-02-08 01:15:00,73.72,131.313,38.255,32.431999999999995 -2020-02-08 01:30:00,71.69,130.709,38.255,32.431999999999995 -2020-02-08 01:45:00,80.83,130.78799999999998,38.255,32.431999999999995 -2020-02-08 02:00:00,81.35,133.951,36.404,32.431999999999995 -2020-02-08 02:15:00,79.32,135.47799999999998,36.404,32.431999999999995 -2020-02-08 02:30:00,73.69,136.015,36.404,32.431999999999995 -2020-02-08 02:45:00,72.18,138.24,36.404,32.431999999999995 -2020-02-08 03:00:00,76.73,140.701,36.083,32.431999999999995 -2020-02-08 03:15:00,78.04,141.977,36.083,32.431999999999995 -2020-02-08 03:30:00,75.79,141.916,36.083,32.431999999999995 -2020-02-08 03:45:00,72.95,144.086,36.083,32.431999999999995 -2020-02-08 04:00:00,69.34,151.02,36.102,32.431999999999995 -2020-02-08 04:15:00,69.82,159.40200000000002,36.102,32.431999999999995 -2020-02-08 04:30:00,69.75,160.933,36.102,32.431999999999995 -2020-02-08 04:45:00,73.37,161.901,36.102,32.431999999999995 -2020-02-08 05:00:00,71.6,177.055,35.284,32.431999999999995 -2020-02-08 05:15:00,72.11,185.93599999999998,35.284,32.431999999999995 -2020-02-08 05:30:00,71.73,182.887,35.284,32.431999999999995 -2020-02-08 05:45:00,75.3,182.155,35.284,32.431999999999995 -2020-02-08 06:00:00,74.8,199.732,36.265,32.431999999999995 -2020-02-08 06:15:00,74.36,221.66,36.265,32.431999999999995 -2020-02-08 06:30:00,75.45,217.892,36.265,32.431999999999995 -2020-02-08 06:45:00,77.69,215.15,36.265,32.431999999999995 -2020-02-08 07:00:00,83.57,209.08700000000002,40.714,32.431999999999995 -2020-02-08 07:15:00,87.81,213.976,40.714,32.431999999999995 -2020-02-08 07:30:00,87.5,219.47400000000002,40.714,32.431999999999995 -2020-02-08 07:45:00,88.9,223.83700000000002,40.714,32.431999999999995 -2020-02-08 08:00:00,93.52,225.43400000000003,46.692,32.431999999999995 -2020-02-08 08:15:00,95.5,228.845,46.692,32.431999999999995 -2020-02-08 08:30:00,98.42,228.342,46.692,32.431999999999995 -2020-02-08 08:45:00,100.91,226.93599999999998,46.692,32.431999999999995 -2020-02-08 09:00:00,103.5,222.706,48.925,32.431999999999995 -2020-02-08 09:15:00,103.89,221.12,48.925,32.431999999999995 -2020-02-08 09:30:00,104.75,220.226,48.925,32.431999999999995 -2020-02-08 09:45:00,107.02,216.97299999999998,48.925,32.431999999999995 -2020-02-08 10:00:00,107.36,210.49,47.799,32.431999999999995 -2020-02-08 10:15:00,107.78,207.989,47.799,32.431999999999995 -2020-02-08 10:30:00,108.48,204.386,47.799,32.431999999999995 -2020-02-08 10:45:00,109.57,203.84799999999998,47.799,32.431999999999995 -2020-02-08 11:00:00,108.73,201.024,44.309,32.431999999999995 -2020-02-08 11:15:00,110.59,198.15400000000002,44.309,32.431999999999995 -2020-02-08 11:30:00,111.33,197.233,44.309,32.431999999999995 -2020-02-08 11:45:00,110.89,195.63099999999997,44.309,32.431999999999995 -2020-02-08 12:00:00,108.2,191.81599999999997,42.367,32.431999999999995 -2020-02-08 12:15:00,106.08,190.18,42.367,32.431999999999995 -2020-02-08 12:30:00,103.17,190.074,42.367,32.431999999999995 -2020-02-08 12:45:00,102.67,190.37599999999998,42.367,32.431999999999995 -2020-02-08 13:00:00,98.62,189.06799999999998,39.036,32.431999999999995 -2020-02-08 13:15:00,98.03,186.632,39.036,32.431999999999995 -2020-02-08 13:30:00,95.95,185.00099999999998,39.036,32.431999999999995 -2020-02-08 13:45:00,94.83,185.69799999999998,39.036,32.431999999999995 -2020-02-08 14:00:00,96.32,186.321,37.995,32.431999999999995 -2020-02-08 14:15:00,93.19,185.817,37.995,32.431999999999995 -2020-02-08 14:30:00,93.21,184.97400000000002,37.995,32.431999999999995 -2020-02-08 14:45:00,93.07,186.553,37.995,32.431999999999995 -2020-02-08 15:00:00,92.13,188.085,40.71,32.431999999999995 -2020-02-08 15:15:00,92.1,188.537,40.71,32.431999999999995 -2020-02-08 15:30:00,93.08,189.947,40.71,32.431999999999995 -2020-02-08 15:45:00,94.41,190.942,40.71,32.431999999999995 -2020-02-08 16:00:00,93.8,189.675,46.998000000000005,32.431999999999995 -2020-02-08 16:15:00,94.73,192.775,46.998000000000005,32.431999999999995 -2020-02-08 16:30:00,96.17,195.707,46.998000000000005,32.431999999999995 -2020-02-08 16:45:00,97.61,197.858,46.998000000000005,32.431999999999995 -2020-02-08 17:00:00,102.44,199.639,55.431000000000004,32.431999999999995 -2020-02-08 17:15:00,103.98,202.69299999999998,55.431000000000004,32.431999999999995 -2020-02-08 17:30:00,110.41,203.977,55.431000000000004,32.431999999999995 -2020-02-08 17:45:00,109.38,203.68,55.431000000000004,32.431999999999995 -2020-02-08 18:00:00,111.7,205.91099999999997,55.989,32.431999999999995 -2020-02-08 18:15:00,111.45,205.063,55.989,32.431999999999995 -2020-02-08 18:30:00,109.88,205.833,55.989,32.431999999999995 -2020-02-08 18:45:00,108.49,203.294,55.989,32.431999999999995 -2020-02-08 19:00:00,107.67,203.201,50.882,32.431999999999995 -2020-02-08 19:15:00,106.93,200.38299999999998,50.882,32.431999999999995 -2020-02-08 19:30:00,104.88,198.138,50.882,32.431999999999995 -2020-02-08 19:45:00,102.39,194.731,50.882,32.431999999999995 -2020-02-08 20:00:00,98.25,192.463,43.172,32.431999999999995 -2020-02-08 20:15:00,94.38,188.37400000000002,43.172,32.431999999999995 -2020-02-08 20:30:00,91.97,183.99599999999998,43.172,32.431999999999995 -2020-02-08 20:45:00,89.93,182.93900000000002,43.172,32.431999999999995 -2020-02-08 21:00:00,85.08,182.136,37.599000000000004,32.431999999999995 -2020-02-08 21:15:00,83.97,179.845,37.599000000000004,32.431999999999995 -2020-02-08 21:30:00,82.71,179.21599999999998,37.599000000000004,32.431999999999995 -2020-02-08 21:45:00,82.15,178.28900000000002,37.599000000000004,32.431999999999995 -2020-02-08 22:00:00,77.71,173.505,39.047,32.431999999999995 -2020-02-08 22:15:00,77.18,170.838,39.047,32.431999999999995 -2020-02-08 22:30:00,73.7,170.201,39.047,32.431999999999995 -2020-02-08 22:45:00,72.2,167.93,39.047,32.431999999999995 -2020-02-08 23:00:00,69.4,162.638,32.339,32.431999999999995 -2020-02-08 23:15:00,68.66,157.657,32.339,32.431999999999995 -2020-02-08 23:30:00,65.61,154.733,32.339,32.431999999999995 -2020-02-08 23:45:00,64.73,151.15200000000002,32.339,32.431999999999995 -2020-02-09 00:00:00,61.27,129.226,29.988000000000003,32.431999999999995 -2020-02-09 00:15:00,60.71,123.889,29.988000000000003,32.431999999999995 -2020-02-09 00:30:00,59.99,125.789,29.988000000000003,32.431999999999995 -2020-02-09 00:45:00,59.14,128.922,29.988000000000003,32.431999999999995 -2020-02-09 01:00:00,57.53,131.635,28.531999999999996,32.431999999999995 -2020-02-09 01:15:00,56.93,132.55,28.531999999999996,32.431999999999995 -2020-02-09 01:30:00,57.32,132.533,28.531999999999996,32.431999999999995 -2020-02-09 01:45:00,57.14,132.30700000000002,28.531999999999996,32.431999999999995 -2020-02-09 02:00:00,56.24,134.63,27.805999999999997,32.431999999999995 -2020-02-09 02:15:00,57.09,135.11700000000002,27.805999999999997,32.431999999999995 -2020-02-09 02:30:00,56.53,136.59799999999998,27.805999999999997,32.431999999999995 -2020-02-09 02:45:00,54.95,139.373,27.805999999999997,32.431999999999995 -2020-02-09 03:00:00,54.55,142.111,26.193,32.431999999999995 -2020-02-09 03:15:00,55.28,142.769,26.193,32.431999999999995 -2020-02-09 03:30:00,55.8,144.366,26.193,32.431999999999995 -2020-02-09 03:45:00,56.3,146.563,26.193,32.431999999999995 -2020-02-09 04:00:00,56.5,153.233,27.19,32.431999999999995 -2020-02-09 04:15:00,57.24,160.52700000000002,27.19,32.431999999999995 -2020-02-09 04:30:00,57.91,161.968,27.19,32.431999999999995 -2020-02-09 04:45:00,57.79,163.293,27.19,32.431999999999995 -2020-02-09 05:00:00,58.77,174.454,28.166999999999998,32.431999999999995 -2020-02-09 05:15:00,58.46,180.73,28.166999999999998,32.431999999999995 -2020-02-09 05:30:00,60.97,177.52599999999998,28.166999999999998,32.431999999999995 -2020-02-09 05:45:00,62.39,177.112,28.166999999999998,32.431999999999995 -2020-02-09 06:00:00,60.88,194.896,27.16,32.431999999999995 -2020-02-09 06:15:00,63.92,214.793,27.16,32.431999999999995 -2020-02-09 06:30:00,65.05,209.84799999999998,27.16,32.431999999999995 -2020-02-09 06:45:00,63.69,206.051,27.16,32.431999999999995 -2020-02-09 07:00:00,68.95,202.731,29.578000000000003,32.431999999999995 -2020-02-09 07:15:00,68.37,206.84900000000002,29.578000000000003,32.431999999999995 -2020-02-09 07:30:00,70.21,210.766,29.578000000000003,32.431999999999995 -2020-02-09 07:45:00,72.49,214.237,29.578000000000003,32.431999999999995 -2020-02-09 08:00:00,76.04,217.799,34.650999999999996,32.431999999999995 -2020-02-09 08:15:00,76.96,220.94,34.650999999999996,32.431999999999995 -2020-02-09 08:30:00,77.09,222.12400000000002,34.650999999999996,32.431999999999995 -2020-02-09 08:45:00,77.53,222.98,34.650999999999996,32.431999999999995 -2020-02-09 09:00:00,79.01,218.326,38.080999999999996,32.431999999999995 -2020-02-09 09:15:00,78.77,217.41299999999998,38.080999999999996,32.431999999999995 -2020-02-09 09:30:00,75.58,216.317,38.080999999999996,32.431999999999995 -2020-02-09 09:45:00,79.56,212.81599999999997,38.080999999999996,32.431999999999995 -2020-02-09 10:00:00,81.3,209.075,39.934,32.431999999999995 -2020-02-09 10:15:00,76.81,207.17700000000002,39.934,32.431999999999995 -2020-02-09 10:30:00,79.12,204.226,39.934,32.431999999999995 -2020-02-09 10:45:00,81.4,201.47099999999998,39.934,32.431999999999995 -2020-02-09 11:00:00,84.98,199.705,43.74100000000001,32.431999999999995 -2020-02-09 11:15:00,91.65,197.043,43.74100000000001,32.431999999999995 -2020-02-09 11:30:00,93.87,195.105,43.74100000000001,32.431999999999995 -2020-02-09 11:45:00,94.14,194.15599999999998,43.74100000000001,32.431999999999995 -2020-02-09 12:00:00,89.58,189.606,40.001999999999995,32.431999999999995 -2020-02-09 12:15:00,87.22,190.168,40.001999999999995,32.431999999999995 -2020-02-09 12:30:00,81.41,188.4,40.001999999999995,32.431999999999995 -2020-02-09 12:45:00,83.91,187.699,40.001999999999995,32.431999999999995 -2020-02-09 13:00:00,83.42,185.649,37.855,32.431999999999995 -2020-02-09 13:15:00,83.34,186.597,37.855,32.431999999999995 -2020-02-09 13:30:00,83.38,184.843,37.855,32.431999999999995 -2020-02-09 13:45:00,83.48,184.68400000000003,37.855,32.431999999999995 -2020-02-09 14:00:00,82.03,185.49900000000002,35.946999999999996,32.431999999999995 -2020-02-09 14:15:00,81.11,186.253,35.946999999999996,32.431999999999995 -2020-02-09 14:30:00,80.88,186.899,35.946999999999996,32.431999999999995 -2020-02-09 14:45:00,80.8,188.155,35.946999999999996,32.431999999999995 -2020-02-09 15:00:00,80.61,187.985,35.138000000000005,32.431999999999995 -2020-02-09 15:15:00,81.01,189.326,35.138000000000005,32.431999999999995 -2020-02-09 15:30:00,81.24,191.368,35.138000000000005,32.431999999999995 -2020-02-09 15:45:00,82.18,193.079,35.138000000000005,32.431999999999995 -2020-02-09 16:00:00,84.12,194.005,38.672,32.431999999999995 -2020-02-09 16:15:00,82.75,196.077,38.672,32.431999999999995 -2020-02-09 16:30:00,83.87,199.19400000000002,38.672,32.431999999999995 -2020-02-09 16:45:00,85.94,201.47099999999998,38.672,32.431999999999995 -2020-02-09 17:00:00,91.05,203.174,48.684,32.431999999999995 -2020-02-09 17:15:00,91.88,205.752,48.684,32.431999999999995 -2020-02-09 17:30:00,98.58,207.305,48.684,32.431999999999995 -2020-02-09 17:45:00,98.25,209.468,48.684,32.431999999999995 -2020-02-09 18:00:00,103.28,211.042,51.568999999999996,32.431999999999995 -2020-02-09 18:15:00,100.42,211.72099999999998,51.568999999999996,32.431999999999995 -2020-02-09 18:30:00,104.15,210.25400000000002,51.568999999999996,32.431999999999995 -2020-02-09 18:45:00,100.37,209.738,51.568999999999996,32.431999999999995 -2020-02-09 19:00:00,98.81,209.03599999999997,48.608000000000004,32.431999999999995 -2020-02-09 19:15:00,97.23,206.96599999999998,48.608000000000004,32.431999999999995 -2020-02-09 19:30:00,95.94,204.58599999999998,48.608000000000004,32.431999999999995 -2020-02-09 19:45:00,94.87,202.80900000000003,48.608000000000004,32.431999999999995 -2020-02-09 20:00:00,91.94,200.498,43.733999999999995,32.431999999999995 -2020-02-09 20:15:00,91.17,197.502,43.733999999999995,32.431999999999995 -2020-02-09 20:30:00,89.34,194.40599999999998,43.733999999999995,32.431999999999995 -2020-02-09 20:45:00,90.36,192.203,43.733999999999995,32.431999999999995 -2020-02-09 21:00:00,83.75,188.577,39.283,32.431999999999995 -2020-02-09 21:15:00,84.63,185.62,39.283,32.431999999999995 -2020-02-09 21:30:00,84.54,185.36900000000003,39.283,32.431999999999995 -2020-02-09 21:45:00,87.87,184.575,39.283,32.431999999999995 -2020-02-09 22:00:00,86.37,178.296,40.111,32.431999999999995 -2020-02-09 22:15:00,84.1,174.982,40.111,32.431999999999995 -2020-02-09 22:30:00,80.59,170.921,40.111,32.431999999999995 -2020-02-09 22:45:00,80.15,167.84900000000002,40.111,32.431999999999995 -2020-02-09 23:00:00,76.59,159.545,35.791,32.431999999999995 -2020-02-09 23:15:00,78.67,156.477,35.791,32.431999999999995 -2020-02-09 23:30:00,75.47,154.495,35.791,32.431999999999995 -2020-02-09 23:45:00,74.68,151.886,35.791,32.431999999999995 -2020-02-10 00:00:00,69.25,133.565,34.311,32.613 -2020-02-10 00:15:00,70.25,131.43200000000002,34.311,32.613 -2020-02-10 00:30:00,70.75,133.498,34.311,32.613 -2020-02-10 00:45:00,70.63,136.07399999999998,34.311,32.613 -2020-02-10 01:00:00,69.11,138.743,34.585,32.613 -2020-02-10 01:15:00,68.52,139.054,34.585,32.613 -2020-02-10 01:30:00,68.82,139.04399999999998,34.585,32.613 -2020-02-10 01:45:00,69.91,138.957,34.585,32.613 -2020-02-10 02:00:00,68.03,141.208,34.111,32.613 -2020-02-10 02:15:00,68.74,143.455,34.111,32.613 -2020-02-10 02:30:00,68.09,145.303,34.111,32.613 -2020-02-10 02:45:00,68.85,147.40200000000002,34.111,32.613 -2020-02-10 03:00:00,67.44,151.52200000000002,32.435,32.613 -2020-02-10 03:15:00,68.32,153.937,32.435,32.613 -2020-02-10 03:30:00,69.58,155.138,32.435,32.613 -2020-02-10 03:45:00,70.89,156.787,32.435,32.613 -2020-02-10 04:00:00,71.36,167.96099999999998,33.04,32.613 -2020-02-10 04:15:00,73.21,179.521,33.04,32.613 -2020-02-10 04:30:00,75.25,183.50900000000001,33.04,32.613 -2020-02-10 04:45:00,77.06,184.954,33.04,32.613 -2020-02-10 05:00:00,81.16,212.946,40.399,32.613 -2020-02-10 05:15:00,83.71,240.581,40.399,32.613 -2020-02-10 05:30:00,88.12,237.87599999999998,40.399,32.613 -2020-02-10 05:45:00,91.96,231.50799999999998,40.399,32.613 -2020-02-10 06:00:00,100.85,230.446,60.226000000000006,32.613 -2020-02-10 06:15:00,104.58,234.87099999999998,60.226000000000006,32.613 -2020-02-10 06:30:00,109.61,238.394,60.226000000000006,32.613 -2020-02-10 06:45:00,114.01,243.798,60.226000000000006,32.613 -2020-02-10 07:00:00,123.45,243.1,73.578,32.613 -2020-02-10 07:15:00,122.16,248.285,73.578,32.613 -2020-02-10 07:30:00,126.33,251.41,73.578,32.613 -2020-02-10 07:45:00,124.92,251.91099999999997,73.578,32.613 -2020-02-10 08:00:00,128.37,250.143,66.58,32.613 -2020-02-10 08:15:00,127.45,251.013,66.58,32.613 -2020-02-10 08:30:00,127.24,247.687,66.58,32.613 -2020-02-10 08:45:00,126.73,244.77900000000002,66.58,32.613 -2020-02-10 09:00:00,128.93,239.095,62.0,32.613 -2020-02-10 09:15:00,132.12,234.521,62.0,32.613 -2020-02-10 09:30:00,129.88,232.447,62.0,32.613 -2020-02-10 09:45:00,132.17,229.562,62.0,32.613 -2020-02-10 10:00:00,131.38,224.611,59.099,32.613 -2020-02-10 10:15:00,127.86,222.393,59.099,32.613 -2020-02-10 10:30:00,126.07,218.533,59.099,32.613 -2020-02-10 10:45:00,129.64,216.829,59.099,32.613 -2020-02-10 11:00:00,130.68,212.051,57.729,32.613 -2020-02-10 11:15:00,131.96,211.373,57.729,32.613 -2020-02-10 11:30:00,132.31,210.891,57.729,32.613 -2020-02-10 11:45:00,136.23,209.438,57.729,32.613 -2020-02-10 12:00:00,131.68,207.05599999999998,55.615,32.613 -2020-02-10 12:15:00,132.92,207.62,55.615,32.613 -2020-02-10 12:30:00,134.19,206.238,55.615,32.613 -2020-02-10 12:45:00,129.29,207.23,55.615,32.613 -2020-02-10 13:00:00,125.98,205.753,56.515,32.613 -2020-02-10 13:15:00,124.66,205.24,56.515,32.613 -2020-02-10 13:30:00,124.24,202.86,56.515,32.613 -2020-02-10 13:45:00,128.1,202.62900000000002,56.515,32.613 -2020-02-10 14:00:00,124.97,202.88400000000001,58.1,32.613 -2020-02-10 14:15:00,125.5,202.832,58.1,32.613 -2020-02-10 14:30:00,126.78,202.88299999999998,58.1,32.613 -2020-02-10 14:45:00,128.81,203.86900000000003,58.1,32.613 -2020-02-10 15:00:00,129.17,205.675,59.801,32.613 -2020-02-10 15:15:00,129.48,205.46599999999998,59.801,32.613 -2020-02-10 15:30:00,124.6,206.46400000000003,59.801,32.613 -2020-02-10 15:45:00,123.59,207.72099999999998,59.801,32.613 -2020-02-10 16:00:00,123.44,208.65,62.901,32.613 -2020-02-10 16:15:00,123.28,209.86700000000002,62.901,32.613 -2020-02-10 16:30:00,122.68,211.997,62.901,32.613 -2020-02-10 16:45:00,123.82,212.947,62.901,32.613 -2020-02-10 17:00:00,128.52,214.516,70.418,32.613 -2020-02-10 17:15:00,127.46,216.03799999999998,70.418,32.613 -2020-02-10 17:30:00,135.21,217.065,70.418,32.613 -2020-02-10 17:45:00,135.18,217.66099999999997,70.418,32.613 -2020-02-10 18:00:00,137.86,219.78099999999998,71.726,32.613 -2020-02-10 18:15:00,135.1,218.28900000000002,71.726,32.613 -2020-02-10 18:30:00,134.0,217.61,71.726,32.613 -2020-02-10 18:45:00,133.93,217.583,71.726,32.613 -2020-02-10 19:00:00,132.08,215.093,65.997,32.613 -2020-02-10 19:15:00,130.65,211.641,65.997,32.613 -2020-02-10 19:30:00,130.87,209.857,65.997,32.613 -2020-02-10 19:45:00,134.33,207.269,65.997,32.613 -2020-02-10 20:00:00,125.69,202.49400000000003,68.09100000000001,32.613 -2020-02-10 20:15:00,123.18,196.667,68.09100000000001,32.613 -2020-02-10 20:30:00,113.96,191.49900000000002,68.09100000000001,32.613 -2020-02-10 20:45:00,114.18,191.053,68.09100000000001,32.613 -2020-02-10 21:00:00,108.98,188.05599999999998,59.617,32.613 -2020-02-10 21:15:00,111.78,183.76,59.617,32.613 -2020-02-10 21:30:00,113.19,182.56599999999997,59.617,32.613 -2020-02-10 21:45:00,110.69,181.261,59.617,32.613 -2020-02-10 22:00:00,98.01,172.03099999999998,54.938,32.613 -2020-02-10 22:15:00,97.21,167.104,54.938,32.613 -2020-02-10 22:30:00,96.16,153.02700000000002,54.938,32.613 -2020-02-10 22:45:00,99.73,144.695,54.938,32.613 -2020-02-10 23:00:00,94.89,137.238,47.43,32.613 -2020-02-10 23:15:00,95.68,137.238,47.43,32.613 -2020-02-10 23:30:00,87.21,138.285,47.43,32.613 -2020-02-10 23:45:00,87.28,138.628,47.43,32.613 -2020-02-11 00:00:00,86.73,132.929,48.354,32.613 -2020-02-11 00:15:00,86.67,132.27200000000002,48.354,32.613 -2020-02-11 00:30:00,84.13,133.178,48.354,32.613 -2020-02-11 00:45:00,83.69,134.55200000000002,48.354,32.613 -2020-02-11 01:00:00,83.21,137.034,45.68600000000001,32.613 -2020-02-11 01:15:00,84.29,136.819,45.68600000000001,32.613 -2020-02-11 01:30:00,79.62,137.00799999999998,45.68600000000001,32.613 -2020-02-11 01:45:00,77.48,137.332,45.68600000000001,32.613 -2020-02-11 02:00:00,82.18,139.641,44.269,32.613 -2020-02-11 02:15:00,83.97,141.60399999999998,44.269,32.613 -2020-02-11 02:30:00,82.96,142.84799999999998,44.269,32.613 -2020-02-11 02:45:00,77.71,144.915,44.269,32.613 -2020-02-11 03:00:00,76.55,147.748,44.187,32.613 -2020-02-11 03:15:00,81.43,149.071,44.187,32.613 -2020-02-11 03:30:00,85.46,150.81799999999998,44.187,32.613 -2020-02-11 03:45:00,86.18,152.856,44.187,32.613 -2020-02-11 04:00:00,84.27,163.98,46.126999999999995,32.613 -2020-02-11 04:15:00,84.94,175.13400000000001,46.126999999999995,32.613 -2020-02-11 04:30:00,88.91,178.803,46.126999999999995,32.613 -2020-02-11 04:45:00,90.77,181.537,46.126999999999995,32.613 -2020-02-11 05:00:00,89.12,214.968,49.666000000000004,32.613 -2020-02-11 05:15:00,89.51,242.28799999999998,49.666000000000004,32.613 -2020-02-11 05:30:00,91.15,237.78400000000002,49.666000000000004,32.613 -2020-02-11 05:45:00,95.27,231.54,49.666000000000004,32.613 -2020-02-11 06:00:00,104.24,228.979,61.077,32.613 -2020-02-11 06:15:00,107.46,235.239,61.077,32.613 -2020-02-11 06:30:00,112.26,238.045,61.077,32.613 -2020-02-11 06:45:00,115.29,243.15599999999998,61.077,32.613 -2020-02-11 07:00:00,122.79,242.25,74.717,32.613 -2020-02-11 07:15:00,123.23,247.265,74.717,32.613 -2020-02-11 07:30:00,126.38,249.733,74.717,32.613 -2020-02-11 07:45:00,126.0,250.583,74.717,32.613 -2020-02-11 08:00:00,128.06,248.925,69.033,32.613 -2020-02-11 08:15:00,126.93,248.678,69.033,32.613 -2020-02-11 08:30:00,130.01,245.06900000000002,69.033,32.613 -2020-02-11 08:45:00,126.16,241.99200000000002,69.033,32.613 -2020-02-11 09:00:00,127.51,235.327,63.113,32.613 -2020-02-11 09:15:00,129.21,232.574,63.113,32.613 -2020-02-11 09:30:00,129.61,231.18599999999998,63.113,32.613 -2020-02-11 09:45:00,128.56,227.87099999999998,63.113,32.613 -2020-02-11 10:00:00,125.66,222.46099999999998,61.461999999999996,32.613 -2020-02-11 10:15:00,124.7,219.09099999999998,61.461999999999996,32.613 -2020-02-11 10:30:00,123.35,215.44,61.461999999999996,32.613 -2020-02-11 10:45:00,125.93,213.925,61.461999999999996,32.613 -2020-02-11 11:00:00,119.21,210.815,59.614,32.613 -2020-02-11 11:15:00,119.93,209.72,59.614,32.613 -2020-02-11 11:30:00,119.99,208.093,59.614,32.613 -2020-02-11 11:45:00,121.04,207.5,59.614,32.613 -2020-02-11 12:00:00,115.58,203.62099999999998,57.415,32.613 -2020-02-11 12:15:00,116.2,203.688,57.415,32.613 -2020-02-11 12:30:00,121.86,202.972,57.415,32.613 -2020-02-11 12:45:00,119.33,203.535,57.415,32.613 -2020-02-11 13:00:00,115.97,201.671,58.534,32.613 -2020-02-11 13:15:00,115.16,200.493,58.534,32.613 -2020-02-11 13:30:00,116.39,199.42,58.534,32.613 -2020-02-11 13:45:00,118.38,199.53400000000002,58.534,32.613 -2020-02-11 14:00:00,114.61,200.108,59.415,32.613 -2020-02-11 14:15:00,116.91,200.239,59.415,32.613 -2020-02-11 14:30:00,117.94,200.933,59.415,32.613 -2020-02-11 14:45:00,120.5,201.953,59.415,32.613 -2020-02-11 15:00:00,122.94,203.31099999999998,62.071999999999996,32.613 -2020-02-11 15:15:00,119.07,203.321,62.071999999999996,32.613 -2020-02-11 15:30:00,121.84,204.55900000000003,62.071999999999996,32.613 -2020-02-11 15:45:00,120.06,205.305,62.071999999999996,32.613 -2020-02-11 16:00:00,122.44,206.71400000000003,64.99,32.613 -2020-02-11 16:15:00,120.88,208.44099999999997,64.99,32.613 -2020-02-11 16:30:00,120.1,211.33900000000003,64.99,32.613 -2020-02-11 16:45:00,121.9,212.503,64.99,32.613 -2020-02-11 17:00:00,126.56,214.648,72.658,32.613 -2020-02-11 17:15:00,130.27,216.179,72.658,32.613 -2020-02-11 17:30:00,133.97,218.02700000000002,72.658,32.613 -2020-02-11 17:45:00,133.32,218.545,72.658,32.613 -2020-02-11 18:00:00,135.96,220.662,73.645,32.613 -2020-02-11 18:15:00,134.35,218.513,73.645,32.613 -2020-02-11 18:30:00,137.41,217.52700000000002,73.645,32.613 -2020-02-11 18:45:00,134.9,218.418,73.645,32.613 -2020-02-11 19:00:00,133.28,216.093,67.085,32.613 -2020-02-11 19:15:00,131.07,212.33,67.085,32.613 -2020-02-11 19:30:00,128.99,209.861,67.085,32.613 -2020-02-11 19:45:00,130.79,207.312,67.085,32.613 -2020-02-11 20:00:00,123.69,202.644,66.138,32.613 -2020-02-11 20:15:00,117.11,196.28599999999997,66.138,32.613 -2020-02-11 20:30:00,115.68,192.236,66.138,32.613 -2020-02-11 20:45:00,116.21,191.12,66.138,32.613 -2020-02-11 21:00:00,108.07,187.245,57.512,32.613 -2020-02-11 21:15:00,113.35,184.08900000000003,57.512,32.613 -2020-02-11 21:30:00,113.57,182.076,57.512,32.613 -2020-02-11 21:45:00,109.47,181.015,57.512,32.613 -2020-02-11 22:00:00,100.17,173.62599999999998,54.545,32.613 -2020-02-11 22:15:00,99.34,168.476,54.545,32.613 -2020-02-11 22:30:00,95.56,154.42700000000002,54.545,32.613 -2020-02-11 22:45:00,96.63,146.406,54.545,32.613 -2020-02-11 23:00:00,97.75,139.053,48.605,32.613 -2020-02-11 23:15:00,94.85,137.909,48.605,32.613 -2020-02-11 23:30:00,89.6,138.576,48.605,32.613 -2020-02-11 23:45:00,87.08,138.44,48.605,32.613 -2020-02-12 00:00:00,83.69,132.765,45.675,32.613 -2020-02-12 00:15:00,81.35,132.10399999999998,45.675,32.613 -2020-02-12 00:30:00,81.62,132.99,45.675,32.613 -2020-02-12 00:45:00,87.28,134.359,45.675,32.613 -2020-02-12 01:00:00,85.43,136.80700000000002,43.015,32.613 -2020-02-12 01:15:00,86.31,136.579,43.015,32.613 -2020-02-12 01:30:00,81.81,136.75799999999998,43.015,32.613 -2020-02-12 01:45:00,85.94,137.08,43.015,32.613 -2020-02-12 02:00:00,84.66,139.388,41.0,32.613 -2020-02-12 02:15:00,84.18,141.351,41.0,32.613 -2020-02-12 02:30:00,80.13,142.608,41.0,32.613 -2020-02-12 02:45:00,89.1,144.674,41.0,32.613 -2020-02-12 03:00:00,85.93,147.511,41.318000000000005,32.613 -2020-02-12 03:15:00,86.61,148.835,41.318000000000005,32.613 -2020-02-12 03:30:00,84.88,150.577,41.318000000000005,32.613 -2020-02-12 03:45:00,88.19,152.627,41.318000000000005,32.613 -2020-02-12 04:00:00,87.93,163.749,42.544,32.613 -2020-02-12 04:15:00,84.22,174.896,42.544,32.613 -2020-02-12 04:30:00,85.75,178.579,42.544,32.613 -2020-02-12 04:45:00,92.54,181.30200000000002,42.544,32.613 -2020-02-12 05:00:00,97.5,214.71400000000003,45.161,32.613 -2020-02-12 05:15:00,96.39,242.053,45.161,32.613 -2020-02-12 05:30:00,93.69,237.52200000000002,45.161,32.613 -2020-02-12 05:45:00,97.9,231.282,45.161,32.613 -2020-02-12 06:00:00,105.8,228.73,61.86600000000001,32.613 -2020-02-12 06:15:00,112.45,235.005,61.86600000000001,32.613 -2020-02-12 06:30:00,115.07,237.782,61.86600000000001,32.613 -2020-02-12 06:45:00,119.42,242.891,61.86600000000001,32.613 -2020-02-12 07:00:00,125.77,242.01,77.814,32.613 -2020-02-12 07:15:00,125.17,246.997,77.814,32.613 -2020-02-12 07:30:00,125.81,249.429,77.814,32.613 -2020-02-12 07:45:00,127.26,250.237,77.814,32.613 -2020-02-12 08:00:00,129.7,248.55900000000003,70.251,32.613 -2020-02-12 08:15:00,127.18,248.287,70.251,32.613 -2020-02-12 08:30:00,128.56,244.618,70.251,32.613 -2020-02-12 08:45:00,125.84,241.541,70.251,32.613 -2020-02-12 09:00:00,125.04,234.88099999999997,66.965,32.613 -2020-02-12 09:15:00,127.84,232.13,66.965,32.613 -2020-02-12 09:30:00,126.14,230.763,66.965,32.613 -2020-02-12 09:45:00,126.04,227.449,66.965,32.613 -2020-02-12 10:00:00,123.44,222.047,63.628,32.613 -2020-02-12 10:15:00,124.2,218.708,63.628,32.613 -2020-02-12 10:30:00,123.23,215.067,63.628,32.613 -2020-02-12 10:45:00,121.64,213.56599999999997,63.628,32.613 -2020-02-12 11:00:00,120.34,210.44400000000002,62.516999999999996,32.613 -2020-02-12 11:15:00,122.82,209.362,62.516999999999996,32.613 -2020-02-12 11:30:00,118.97,207.74099999999999,62.516999999999996,32.613 -2020-02-12 11:45:00,119.71,207.16,62.516999999999996,32.613 -2020-02-12 12:00:00,116.2,203.298,60.888999999999996,32.613 -2020-02-12 12:15:00,117.0,203.38,60.888999999999996,32.613 -2020-02-12 12:30:00,116.14,202.638,60.888999999999996,32.613 -2020-02-12 12:45:00,117.32,203.196,60.888999999999996,32.613 -2020-02-12 13:00:00,114.38,201.357,61.57899999999999,32.613 -2020-02-12 13:15:00,115.3,200.15400000000002,61.57899999999999,32.613 -2020-02-12 13:30:00,113.12,199.065,61.57899999999999,32.613 -2020-02-12 13:45:00,117.39,199.18,61.57899999999999,32.613 -2020-02-12 14:00:00,117.12,199.81,62.602,32.613 -2020-02-12 14:15:00,116.5,199.92,62.602,32.613 -2020-02-12 14:30:00,117.79,200.59799999999998,62.602,32.613 -2020-02-12 14:45:00,117.74,201.63299999999998,62.602,32.613 -2020-02-12 15:00:00,118.94,202.998,64.259,32.613 -2020-02-12 15:15:00,120.51,202.979,64.259,32.613 -2020-02-12 15:30:00,117.33,204.179,64.259,32.613 -2020-02-12 15:45:00,117.84,204.908,64.259,32.613 -2020-02-12 16:00:00,118.53,206.317,67.632,32.613 -2020-02-12 16:15:00,121.72,208.03400000000002,67.632,32.613 -2020-02-12 16:30:00,120.12,210.935,67.632,32.613 -2020-02-12 16:45:00,121.93,212.081,67.632,32.613 -2020-02-12 17:00:00,125.32,214.22400000000002,72.583,32.613 -2020-02-12 17:15:00,126.29,215.782,72.583,32.613 -2020-02-12 17:30:00,131.21,217.66400000000002,72.583,32.613 -2020-02-12 17:45:00,134.28,218.209,72.583,32.613 -2020-02-12 18:00:00,137.59,220.34099999999998,72.744,32.613 -2020-02-12 18:15:00,135.78,218.24900000000002,72.744,32.613 -2020-02-12 18:30:00,137.74,217.264,72.744,32.613 -2020-02-12 18:45:00,138.12,218.18099999999998,72.744,32.613 -2020-02-12 19:00:00,134.84,215.812,69.684,32.613 -2020-02-12 19:15:00,131.69,212.063,69.684,32.613 -2020-02-12 19:30:00,130.22,209.61700000000002,69.684,32.613 -2020-02-12 19:45:00,132.79,207.10299999999998,69.684,32.613 -2020-02-12 20:00:00,122.05,202.40400000000002,70.036,32.613 -2020-02-12 20:15:00,117.75,196.06,70.036,32.613 -2020-02-12 20:30:00,118.3,192.02200000000002,70.036,32.613 -2020-02-12 20:45:00,115.96,190.91099999999997,70.036,32.613 -2020-02-12 21:00:00,112.05,187.018,60.431999999999995,32.613 -2020-02-12 21:15:00,114.02,183.84900000000002,60.431999999999995,32.613 -2020-02-12 21:30:00,113.2,181.83599999999998,60.431999999999995,32.613 -2020-02-12 21:45:00,108.74,180.792,60.431999999999995,32.613 -2020-02-12 22:00:00,99.68,173.387,56.2,32.613 -2020-02-12 22:15:00,100.84,168.261,56.2,32.613 -2020-02-12 22:30:00,105.11,154.175,56.2,32.613 -2020-02-12 22:45:00,104.72,146.158,56.2,32.613 -2020-02-12 23:00:00,97.34,138.80100000000002,47.927,32.613 -2020-02-12 23:15:00,89.87,137.672,47.927,32.613 -2020-02-12 23:30:00,93.4,138.35399999999998,47.927,32.613 -2020-02-12 23:45:00,93.96,138.24,47.927,32.613 -2020-02-13 00:00:00,89.19,132.594,43.794,32.613 -2020-02-13 00:15:00,88.82,131.93,43.794,32.613 -2020-02-13 00:30:00,89.62,132.795,43.794,32.613 -2020-02-13 00:45:00,88.21,134.158,43.794,32.613 -2020-02-13 01:00:00,82.63,136.571,42.397,32.613 -2020-02-13 01:15:00,82.36,136.33,42.397,32.613 -2020-02-13 01:30:00,84.87,136.498,42.397,32.613 -2020-02-13 01:45:00,85.58,136.821,42.397,32.613 -2020-02-13 02:00:00,81.21,139.126,40.010999999999996,32.613 -2020-02-13 02:15:00,80.58,141.09,40.010999999999996,32.613 -2020-02-13 02:30:00,84.33,142.36,40.010999999999996,32.613 -2020-02-13 02:45:00,85.66,144.425,40.010999999999996,32.613 -2020-02-13 03:00:00,84.48,147.266,39.181,32.613 -2020-02-13 03:15:00,84.82,148.589,39.181,32.613 -2020-02-13 03:30:00,87.48,150.329,39.181,32.613 -2020-02-13 03:45:00,87.5,152.391,39.181,32.613 -2020-02-13 04:00:00,84.29,163.512,40.39,32.613 -2020-02-13 04:15:00,82.01,174.649,40.39,32.613 -2020-02-13 04:30:00,82.76,178.34900000000002,40.39,32.613 -2020-02-13 04:45:00,84.79,181.05900000000003,40.39,32.613 -2020-02-13 05:00:00,88.04,214.454,45.504,32.613 -2020-02-13 05:15:00,91.08,241.812,45.504,32.613 -2020-02-13 05:30:00,93.75,237.25400000000002,45.504,32.613 -2020-02-13 05:45:00,99.4,231.018,45.504,32.613 -2020-02-13 06:00:00,105.36,228.475,57.748000000000005,32.613 -2020-02-13 06:15:00,108.99,234.764,57.748000000000005,32.613 -2020-02-13 06:30:00,113.77,237.51,57.748000000000005,32.613 -2020-02-13 06:45:00,118.6,242.61700000000002,57.748000000000005,32.613 -2020-02-13 07:00:00,125.32,241.76,72.138,32.613 -2020-02-13 07:15:00,124.14,246.71900000000002,72.138,32.613 -2020-02-13 07:30:00,127.06,249.11700000000002,72.138,32.613 -2020-02-13 07:45:00,125.97,249.882,72.138,32.613 -2020-02-13 08:00:00,128.01,248.18200000000002,65.542,32.613 -2020-02-13 08:15:00,126.31,247.885,65.542,32.613 -2020-02-13 08:30:00,125.65,244.155,65.542,32.613 -2020-02-13 08:45:00,126.67,241.079,65.542,32.613 -2020-02-13 09:00:00,125.47,234.424,60.523,32.613 -2020-02-13 09:15:00,126.89,231.675,60.523,32.613 -2020-02-13 09:30:00,129.73,230.329,60.523,32.613 -2020-02-13 09:45:00,129.88,227.015,60.523,32.613 -2020-02-13 10:00:00,131.24,221.625,57.449,32.613 -2020-02-13 10:15:00,135.05,218.315,57.449,32.613 -2020-02-13 10:30:00,132.88,214.68400000000003,57.449,32.613 -2020-02-13 10:45:00,133.42,213.19799999999998,57.449,32.613 -2020-02-13 11:00:00,134.39,210.065,54.505,32.613 -2020-02-13 11:15:00,130.99,208.99599999999998,54.505,32.613 -2020-02-13 11:30:00,130.46,207.382,54.505,32.613 -2020-02-13 11:45:00,131.92,206.813,54.505,32.613 -2020-02-13 12:00:00,132.04,202.96599999999998,51.50899999999999,32.613 -2020-02-13 12:15:00,132.58,203.065,51.50899999999999,32.613 -2020-02-13 12:30:00,130.4,202.295,51.50899999999999,32.613 -2020-02-13 12:45:00,130.32,202.84900000000002,51.50899999999999,32.613 -2020-02-13 13:00:00,128.38,201.03599999999997,51.303999999999995,32.613 -2020-02-13 13:15:00,128.1,199.808,51.303999999999995,32.613 -2020-02-13 13:30:00,127.22,198.702,51.303999999999995,32.613 -2020-02-13 13:45:00,127.79,198.81900000000002,51.303999999999995,32.613 -2020-02-13 14:00:00,128.62,199.505,52.785,32.613 -2020-02-13 14:15:00,126.84,199.595,52.785,32.613 -2020-02-13 14:30:00,126.35,200.25599999999997,52.785,32.613 -2020-02-13 14:45:00,128.53,201.30599999999998,52.785,32.613 -2020-02-13 15:00:00,129.93,202.678,56.458999999999996,32.613 -2020-02-13 15:15:00,128.24,202.62900000000002,56.458999999999996,32.613 -2020-02-13 15:30:00,126.87,203.79,56.458999999999996,32.613 -2020-02-13 15:45:00,125.33,204.50099999999998,56.458999999999996,32.613 -2020-02-13 16:00:00,127.19,205.91099999999997,59.388000000000005,32.613 -2020-02-13 16:15:00,124.76,207.618,59.388000000000005,32.613 -2020-02-13 16:30:00,125.2,210.52200000000002,59.388000000000005,32.613 -2020-02-13 16:45:00,126.24,211.65,59.388000000000005,32.613 -2020-02-13 17:00:00,130.87,213.791,64.462,32.613 -2020-02-13 17:15:00,132.84,215.37400000000002,64.462,32.613 -2020-02-13 17:30:00,137.45,217.291,64.462,32.613 -2020-02-13 17:45:00,138.46,217.863,64.462,32.613 -2020-02-13 18:00:00,138.81,220.00900000000001,65.128,32.613 -2020-02-13 18:15:00,139.01,217.975,65.128,32.613 -2020-02-13 18:30:00,137.4,216.99200000000002,65.128,32.613 -2020-02-13 18:45:00,137.2,217.93200000000002,65.128,32.613 -2020-02-13 19:00:00,135.8,215.521,61.316,32.613 -2020-02-13 19:15:00,131.56,211.78799999999998,61.316,32.613 -2020-02-13 19:30:00,134.76,209.36599999999999,61.316,32.613 -2020-02-13 19:45:00,138.85,206.887,61.316,32.613 -2020-02-13 20:00:00,128.5,202.157,59.845,32.613 -2020-02-13 20:15:00,118.6,195.827,59.845,32.613 -2020-02-13 20:30:00,113.73,191.801,59.845,32.613 -2020-02-13 20:45:00,114.63,190.69299999999998,59.845,32.613 -2020-02-13 21:00:00,108.1,186.78400000000002,54.83,32.613 -2020-02-13 21:15:00,111.9,183.602,54.83,32.613 -2020-02-13 21:30:00,111.83,181.59,54.83,32.613 -2020-02-13 21:45:00,111.1,180.563,54.83,32.613 -2020-02-13 22:00:00,98.11,173.14,50.933,32.613 -2020-02-13 22:15:00,97.59,168.041,50.933,32.613 -2020-02-13 22:30:00,96.24,153.912,50.933,32.613 -2020-02-13 22:45:00,91.94,145.90200000000002,50.933,32.613 -2020-02-13 23:00:00,90.76,138.541,45.32899999999999,32.613 -2020-02-13 23:15:00,94.89,137.42700000000002,45.32899999999999,32.613 -2020-02-13 23:30:00,92.24,138.123,45.32899999999999,32.613 -2020-02-13 23:45:00,90.49,138.031,45.32899999999999,32.613 -2020-02-14 00:00:00,80.41,131.44799999999998,43.74,32.613 -2020-02-14 00:15:00,85.51,130.975,43.74,32.613 -2020-02-14 00:30:00,87.17,131.634,43.74,32.613 -2020-02-14 00:45:00,86.07,133.062,43.74,32.613 -2020-02-14 01:00:00,76.17,135.139,42.555,32.613 -2020-02-14 01:15:00,80.38,135.996,42.555,32.613 -2020-02-14 01:30:00,83.38,135.805,42.555,32.613 -2020-02-14 01:45:00,82.94,136.282,42.555,32.613 -2020-02-14 02:00:00,77.22,138.555,41.68600000000001,32.613 -2020-02-14 02:15:00,79.25,140.39600000000002,41.68600000000001,32.613 -2020-02-14 02:30:00,82.1,142.158,41.68600000000001,32.613 -2020-02-14 02:45:00,84.42,144.364,41.68600000000001,32.613 -2020-02-14 03:00:00,82.15,145.974,42.278999999999996,32.613 -2020-02-14 03:15:00,82.27,148.532,42.278999999999996,32.613 -2020-02-14 03:30:00,85.54,150.282,42.278999999999996,32.613 -2020-02-14 03:45:00,84.15,152.6,42.278999999999996,32.613 -2020-02-14 04:00:00,80.78,163.96400000000003,43.742,32.613 -2020-02-14 04:15:00,81.02,175.043,43.742,32.613 -2020-02-14 04:30:00,81.93,178.87900000000002,43.742,32.613 -2020-02-14 04:45:00,84.27,180.37400000000002,43.742,32.613 -2020-02-14 05:00:00,87.26,212.38099999999997,46.973,32.613 -2020-02-14 05:15:00,88.2,241.33599999999998,46.973,32.613 -2020-02-14 05:30:00,91.52,237.951,46.973,32.613 -2020-02-14 05:45:00,95.37,231.71099999999998,46.973,32.613 -2020-02-14 06:00:00,102.89,229.63400000000001,59.63399999999999,32.613 -2020-02-14 06:15:00,106.98,234.238,59.63399999999999,32.613 -2020-02-14 06:30:00,110.84,235.976,59.63399999999999,32.613 -2020-02-14 06:45:00,116.04,242.94799999999998,59.63399999999999,32.613 -2020-02-14 07:00:00,122.39,241.06900000000002,71.631,32.613 -2020-02-14 07:15:00,121.91,247.02900000000002,71.631,32.613 -2020-02-14 07:30:00,125.24,249.47099999999998,71.631,32.613 -2020-02-14 07:45:00,123.6,249.21599999999998,71.631,32.613 -2020-02-14 08:00:00,125.27,246.135,66.181,32.613 -2020-02-14 08:15:00,123.65,245.28400000000002,66.181,32.613 -2020-02-14 08:30:00,123.84,242.607,66.181,32.613 -2020-02-14 08:45:00,123.1,237.773,66.181,32.613 -2020-02-14 09:00:00,121.88,231.95,63.086000000000006,32.613 -2020-02-14 09:15:00,127.03,229.597,63.086000000000006,32.613 -2020-02-14 09:30:00,125.21,227.877,63.086000000000006,32.613 -2020-02-14 09:45:00,125.55,224.393,63.086000000000006,32.613 -2020-02-14 10:00:00,120.82,217.755,60.886,32.613 -2020-02-14 10:15:00,120.02,215.28900000000002,60.886,32.613 -2020-02-14 10:30:00,120.71,211.518,60.886,32.613 -2020-02-14 10:45:00,119.38,209.56,60.886,32.613 -2020-02-14 11:00:00,118.72,206.375,59.391000000000005,32.613 -2020-02-14 11:15:00,118.29,204.453,59.391000000000005,32.613 -2020-02-14 11:30:00,117.37,204.847,59.391000000000005,32.613 -2020-02-14 11:45:00,114.65,204.46,59.391000000000005,32.613 -2020-02-14 12:00:00,113.88,201.791,56.172,32.613 -2020-02-14 12:15:00,113.37,199.643,56.172,32.613 -2020-02-14 12:30:00,111.06,199.00900000000001,56.172,32.613 -2020-02-14 12:45:00,114.09,200.232,56.172,32.613 -2020-02-14 13:00:00,109.71,199.421,54.406000000000006,32.613 -2020-02-14 13:15:00,109.48,199.05900000000003,54.406000000000006,32.613 -2020-02-14 13:30:00,108.28,197.857,54.406000000000006,32.613 -2020-02-14 13:45:00,110.11,197.86599999999999,54.406000000000006,32.613 -2020-02-14 14:00:00,112.37,197.43200000000002,53.578,32.613 -2020-02-14 14:15:00,116.73,197.24900000000002,53.578,32.613 -2020-02-14 14:30:00,116.58,198.28400000000002,53.578,32.613 -2020-02-14 14:45:00,115.29,199.769,53.578,32.613 -2020-02-14 15:00:00,113.44,200.61700000000002,56.568999999999996,32.613 -2020-02-14 15:15:00,112.25,200.078,56.568999999999996,32.613 -2020-02-14 15:30:00,111.0,199.579,56.568999999999996,32.613 -2020-02-14 15:45:00,113.13,200.34599999999998,56.568999999999996,32.613 -2020-02-14 16:00:00,114.03,200.571,60.169,32.613 -2020-02-14 16:15:00,115.56,202.53400000000002,60.169,32.613 -2020-02-14 16:30:00,117.3,205.56599999999997,60.169,32.613 -2020-02-14 16:45:00,117.51,206.63299999999998,60.169,32.613 -2020-02-14 17:00:00,123.02,208.825,65.497,32.613 -2020-02-14 17:15:00,123.09,209.998,65.497,32.613 -2020-02-14 17:30:00,125.89,211.582,65.497,32.613 -2020-02-14 17:45:00,129.33,211.94,65.497,32.613 -2020-02-14 18:00:00,131.38,214.87599999999998,65.082,32.613 -2020-02-14 18:15:00,129.52,212.56799999999998,65.082,32.613 -2020-02-14 18:30:00,129.37,212.02700000000002,65.082,32.613 -2020-02-14 18:45:00,130.15,212.945,65.082,32.613 -2020-02-14 19:00:00,127.94,211.408,60.968,32.613 -2020-02-14 19:15:00,128.26,209.11900000000003,60.968,32.613 -2020-02-14 19:30:00,129.49,206.266,60.968,32.613 -2020-02-14 19:45:00,134.25,203.418,60.968,32.613 -2020-02-14 20:00:00,123.84,198.725,61.123000000000005,32.613 -2020-02-14 20:15:00,113.6,192.33599999999998,61.123000000000005,32.613 -2020-02-14 20:30:00,111.96,188.327,61.123000000000005,32.613 -2020-02-14 20:45:00,109.54,187.91299999999998,61.123000000000005,32.613 -2020-02-14 21:00:00,103.24,184.41400000000002,55.416000000000004,32.613 -2020-02-14 21:15:00,107.66,181.52900000000002,55.416000000000004,32.613 -2020-02-14 21:30:00,106.5,179.583,55.416000000000004,32.613 -2020-02-14 21:45:00,100.0,179.14700000000002,55.416000000000004,32.613 -2020-02-14 22:00:00,92.22,172.795,51.631,32.613 -2020-02-14 22:15:00,89.89,167.59900000000002,51.631,32.613 -2020-02-14 22:30:00,87.77,159.931,51.631,32.613 -2020-02-14 22:45:00,89.65,155.7,51.631,32.613 -2020-02-14 23:00:00,81.69,147.679,44.898,32.613 -2020-02-14 23:15:00,87.18,144.605,44.898,32.613 -2020-02-14 23:30:00,86.71,143.9,44.898,32.613 -2020-02-14 23:45:00,86.41,143.115,44.898,32.613 -2020-02-15 00:00:00,79.08,116.521,42.033,32.431999999999995 -2020-02-15 00:15:00,72.83,111.295,42.033,32.431999999999995 -2020-02-15 00:30:00,73.01,112.603,42.033,32.431999999999995 -2020-02-15 00:45:00,78.83,113.965,42.033,32.431999999999995 -2020-02-15 01:00:00,77.6,116.42,38.255,32.431999999999995 -2020-02-15 01:15:00,76.74,116.64299999999999,38.255,32.431999999999995 -2020-02-15 01:30:00,71.1,116.18299999999999,38.255,32.431999999999995 -2020-02-15 01:45:00,68.6,116.26,38.255,32.431999999999995 -2020-02-15 02:00:00,68.99,119.05,36.404,32.431999999999995 -2020-02-15 02:15:00,77.1,119.95700000000001,36.404,32.431999999999995 -2020-02-15 02:30:00,76.22,120.164,36.404,32.431999999999995 -2020-02-15 02:45:00,74.46,122.105,36.404,32.431999999999995 -2020-02-15 03:00:00,68.01,124.14200000000001,36.083,32.431999999999995 -2020-02-15 03:15:00,70.9,125.476,36.083,32.431999999999995 -2020-02-15 03:30:00,76.79,125.72399999999999,36.083,32.431999999999995 -2020-02-15 03:45:00,72.61,127.546,36.083,32.431999999999995 -2020-02-15 04:00:00,70.23,135.398,36.102,32.431999999999995 -2020-02-15 04:15:00,69.29,144.376,36.102,32.431999999999995 -2020-02-15 04:30:00,69.13,144.93200000000002,36.102,32.431999999999995 -2020-02-15 04:45:00,70.59,145.541,36.102,32.431999999999995 -2020-02-15 05:00:00,72.01,161.107,35.284,32.431999999999995 -2020-02-15 05:15:00,73.57,171.671,35.284,32.431999999999995 -2020-02-15 05:30:00,71.26,168.453,35.284,32.431999999999995 -2020-02-15 05:45:00,73.74,166.71900000000002,35.284,32.431999999999995 -2020-02-15 06:00:00,74.58,183.00599999999997,36.265,32.431999999999995 -2020-02-15 06:15:00,75.42,203.584,36.265,32.431999999999995 -2020-02-15 06:30:00,76.43,199.912,36.265,32.431999999999995 -2020-02-15 06:45:00,78.71,196.593,36.265,32.431999999999995 -2020-02-15 07:00:00,80.29,192.623,40.714,32.431999999999995 -2020-02-15 07:15:00,81.02,196.359,40.714,32.431999999999995 -2020-02-15 07:30:00,83.66,200.294,40.714,32.431999999999995 -2020-02-15 07:45:00,87.0,203.146,40.714,32.431999999999995 -2020-02-15 08:00:00,90.02,204.477,46.692,32.431999999999995 -2020-02-15 08:15:00,90.93,206.66299999999998,46.692,32.431999999999995 -2020-02-15 08:30:00,92.08,205.672,46.692,32.431999999999995 -2020-02-15 08:45:00,93.93,203.412,46.692,32.431999999999995 -2020-02-15 09:00:00,96.51,198.43,48.925,32.431999999999995 -2020-02-15 09:15:00,95.91,196.627,48.925,32.431999999999995 -2020-02-15 09:30:00,96.0,195.517,48.925,32.431999999999995 -2020-02-15 09:45:00,96.39,192.588,48.925,32.431999999999995 -2020-02-15 10:00:00,96.58,187.47799999999998,47.799,32.431999999999995 -2020-02-15 10:15:00,96.18,184.49900000000002,47.799,32.431999999999995 -2020-02-15 10:30:00,95.93,182.03599999999997,47.799,32.431999999999995 -2020-02-15 10:45:00,96.38,181.78799999999998,47.799,32.431999999999995 -2020-02-15 11:00:00,98.86,180.104,44.309,32.431999999999995 -2020-02-15 11:15:00,100.22,177.608,44.309,32.431999999999995 -2020-02-15 11:30:00,99.83,177.332,44.309,32.431999999999995 -2020-02-15 11:45:00,98.79,175.109,44.309,32.431999999999995 -2020-02-15 12:00:00,99.97,170.31400000000002,42.367,32.431999999999995 -2020-02-15 12:15:00,98.06,168.968,42.367,32.431999999999995 -2020-02-15 12:30:00,94.95,168.99599999999998,42.367,32.431999999999995 -2020-02-15 12:45:00,93.22,169.708,42.367,32.431999999999995 -2020-02-15 13:00:00,91.16,169.28,39.036,32.431999999999995 -2020-02-15 13:15:00,90.52,166.933,39.036,32.431999999999995 -2020-02-15 13:30:00,89.43,165.641,39.036,32.431999999999995 -2020-02-15 13:45:00,90.29,165.61900000000003,39.036,32.431999999999995 -2020-02-15 14:00:00,88.86,166.04,37.995,32.431999999999995 -2020-02-15 14:15:00,88.98,165.236,37.995,32.431999999999995 -2020-02-15 14:30:00,89.39,164.611,37.995,32.431999999999995 -2020-02-15 14:45:00,92.56,165.851,37.995,32.431999999999995 -2020-02-15 15:00:00,90.72,167.85299999999998,40.71,32.431999999999995 -2020-02-15 15:15:00,93.83,167.59599999999998,40.71,32.431999999999995 -2020-02-15 15:30:00,90.34,169.00400000000002,40.71,32.431999999999995 -2020-02-15 15:45:00,89.96,170.202,40.71,32.431999999999995 -2020-02-15 16:00:00,91.14,169.48,46.998000000000005,32.431999999999995 -2020-02-15 16:15:00,90.96,172.19400000000002,46.998000000000005,32.431999999999995 -2020-02-15 16:30:00,91.81,175.07299999999998,46.998000000000005,32.431999999999995 -2020-02-15 16:45:00,93.73,177.238,46.998000000000005,32.431999999999995 -2020-02-15 17:00:00,98.33,178.832,55.431000000000004,32.431999999999995 -2020-02-15 17:15:00,99.99,182.15599999999998,55.431000000000004,32.431999999999995 -2020-02-15 17:30:00,103.94,184.06900000000002,55.431000000000004,32.431999999999995 -2020-02-15 17:45:00,107.33,184.25099999999998,55.431000000000004,32.431999999999995 -2020-02-15 18:00:00,110.74,186.635,55.989,32.431999999999995 -2020-02-15 18:15:00,108.62,187.128,55.989,32.431999999999995 -2020-02-15 18:30:00,109.33,187.54,55.989,32.431999999999995 -2020-02-15 18:45:00,107.71,185.11,55.989,32.431999999999995 -2020-02-15 19:00:00,106.51,186.041,50.882,32.431999999999995 -2020-02-15 19:15:00,104.82,183.521,50.882,32.431999999999995 -2020-02-15 19:30:00,103.08,182.215,50.882,32.431999999999995 -2020-02-15 19:45:00,102.01,178.392,50.882,32.431999999999995 -2020-02-15 20:00:00,96.44,176.037,43.172,32.431999999999995 -2020-02-15 20:15:00,92.99,172.542,43.172,32.431999999999995 -2020-02-15 20:30:00,90.07,168.233,43.172,32.431999999999995 -2020-02-15 20:45:00,89.39,166.56,43.172,32.431999999999995 -2020-02-15 21:00:00,84.61,166.14,37.599000000000004,32.431999999999995 -2020-02-15 21:15:00,83.31,164.019,37.599000000000004,32.431999999999995 -2020-02-15 21:30:00,82.48,163.214,37.599000000000004,32.431999999999995 -2020-02-15 21:45:00,81.66,162.619,37.599000000000004,32.431999999999995 -2020-02-15 22:00:00,77.87,157.94799999999998,39.047,32.431999999999995 -2020-02-15 22:15:00,76.64,155.707,39.047,32.431999999999995 -2020-02-15 22:30:00,74.14,154.209,39.047,32.431999999999995 -2020-02-15 22:45:00,73.06,152.016,39.047,32.431999999999995 -2020-02-15 23:00:00,69.29,147.38299999999998,32.339,32.431999999999995 -2020-02-15 23:15:00,69.86,142.295,32.339,32.431999999999995 -2020-02-15 23:30:00,65.81,140.22,32.339,32.431999999999995 -2020-02-15 23:45:00,64.83,137.039,32.339,32.431999999999995 -2020-02-16 00:00:00,59.92,116.76700000000001,29.988000000000003,32.431999999999995 -2020-02-16 00:15:00,60.99,111.206,29.988000000000003,32.431999999999995 -2020-02-16 00:30:00,60.45,112.125,29.988000000000003,32.431999999999995 -2020-02-16 00:45:00,59.8,114.161,29.988000000000003,32.431999999999995 -2020-02-16 01:00:00,56.82,116.45,28.531999999999996,32.431999999999995 -2020-02-16 01:15:00,58.25,117.669,28.531999999999996,32.431999999999995 -2020-02-16 01:30:00,57.58,117.70200000000001,28.531999999999996,32.431999999999995 -2020-02-16 01:45:00,56.97,117.46600000000001,28.531999999999996,32.431999999999995 -2020-02-16 02:00:00,55.01,119.524,27.805999999999997,32.431999999999995 -2020-02-16 02:15:00,55.92,119.61399999999999,27.805999999999997,32.431999999999995 -2020-02-16 02:30:00,55.77,120.67200000000001,27.805999999999997,32.431999999999995 -2020-02-16 02:45:00,55.31,123.05799999999999,27.805999999999997,32.431999999999995 -2020-02-16 03:00:00,54.28,125.42200000000001,26.193,32.431999999999995 -2020-02-16 03:15:00,56.05,126.24799999999999,26.193,32.431999999999995 -2020-02-16 03:30:00,55.3,127.836,26.193,32.431999999999995 -2020-02-16 03:45:00,55.85,129.576,26.193,32.431999999999995 -2020-02-16 04:00:00,55.44,137.189,27.19,32.431999999999995 -2020-02-16 04:15:00,56.58,145.164,27.19,32.431999999999995 -2020-02-16 04:30:00,56.86,145.828,27.19,32.431999999999995 -2020-02-16 04:45:00,58.08,146.68,27.19,32.431999999999995 -2020-02-16 05:00:00,58.38,158.819,28.166999999999998,32.431999999999995 -2020-02-16 05:15:00,58.85,167.02900000000002,28.166999999999998,32.431999999999995 -2020-02-16 05:30:00,59.76,163.615,28.166999999999998,32.431999999999995 -2020-02-16 05:45:00,60.47,162.11700000000002,28.166999999999998,32.431999999999995 -2020-02-16 06:00:00,61.37,178.252,27.16,32.431999999999995 -2020-02-16 06:15:00,64.85,197.18900000000002,27.16,32.431999999999995 -2020-02-16 06:30:00,63.55,192.395,27.16,32.431999999999995 -2020-02-16 06:45:00,65.16,188.02,27.16,32.431999999999995 -2020-02-16 07:00:00,68.28,186.46,29.578000000000003,32.431999999999995 -2020-02-16 07:15:00,67.41,189.298,29.578000000000003,32.431999999999995 -2020-02-16 07:30:00,69.82,192.037,29.578000000000003,32.431999999999995 -2020-02-16 07:45:00,72.92,194.109,29.578000000000003,32.431999999999995 -2020-02-16 08:00:00,74.96,197.226,34.650999999999996,32.431999999999995 -2020-02-16 08:15:00,75.92,199.338,34.650999999999996,32.431999999999995 -2020-02-16 08:30:00,77.55,199.925,34.650999999999996,32.431999999999995 -2020-02-16 08:45:00,79.55,199.627,34.650999999999996,32.431999999999995 -2020-02-16 09:00:00,81.5,194.25599999999997,38.080999999999996,32.431999999999995 -2020-02-16 09:15:00,82.17,192.979,38.080999999999996,32.431999999999995 -2020-02-16 09:30:00,83.33,191.74900000000002,38.080999999999996,32.431999999999995 -2020-02-16 09:45:00,84.69,188.739,38.080999999999996,32.431999999999995 -2020-02-16 10:00:00,85.76,186.095,39.934,32.431999999999995 -2020-02-16 10:15:00,85.84,183.66400000000002,39.934,32.431999999999995 -2020-02-16 10:30:00,89.06,181.803,39.934,32.431999999999995 -2020-02-16 10:45:00,89.12,179.768,39.934,32.431999999999995 -2020-02-16 11:00:00,92.11,178.949,43.74100000000001,32.431999999999995 -2020-02-16 11:15:00,95.2,176.582,43.74100000000001,32.431999999999995 -2020-02-16 11:30:00,96.92,175.487,43.74100000000001,32.431999999999995 -2020-02-16 11:45:00,95.96,173.87099999999998,43.74100000000001,32.431999999999995 -2020-02-16 12:00:00,93.67,168.581,40.001999999999995,32.431999999999995 -2020-02-16 12:15:00,92.58,169.065,40.001999999999995,32.431999999999995 -2020-02-16 12:30:00,89.3,167.671,40.001999999999995,32.431999999999995 -2020-02-16 12:45:00,90.13,167.426,40.001999999999995,32.431999999999995 -2020-02-16 13:00:00,84.56,166.325,37.855,32.431999999999995 -2020-02-16 13:15:00,84.84,166.843,37.855,32.431999999999995 -2020-02-16 13:30:00,82.46,165.296,37.855,32.431999999999995 -2020-02-16 13:45:00,82.47,164.67700000000002,37.855,32.431999999999995 -2020-02-16 14:00:00,80.52,165.43,35.946999999999996,32.431999999999995 -2020-02-16 14:15:00,80.46,165.77599999999998,35.946999999999996,32.431999999999995 -2020-02-16 14:30:00,80.76,166.28,35.946999999999996,32.431999999999995 -2020-02-16 14:45:00,80.96,167.1,35.946999999999996,32.431999999999995 -2020-02-16 15:00:00,81.11,167.64,35.138000000000005,32.431999999999995 -2020-02-16 15:15:00,79.85,168.058,35.138000000000005,32.431999999999995 -2020-02-16 15:30:00,79.76,169.99,35.138000000000005,32.431999999999995 -2020-02-16 15:45:00,80.59,171.847,35.138000000000005,32.431999999999995 -2020-02-16 16:00:00,82.28,172.89,38.672,32.431999999999995 -2020-02-16 16:15:00,81.81,174.72099999999998,38.672,32.431999999999995 -2020-02-16 16:30:00,81.95,177.882,38.672,32.431999999999995 -2020-02-16 16:45:00,84.44,180.15599999999998,38.672,32.431999999999995 -2020-02-16 17:00:00,88.25,181.767,48.684,32.431999999999995 -2020-02-16 17:15:00,89.74,184.832,48.684,32.431999999999995 -2020-02-16 17:30:00,92.59,187.075,48.684,32.431999999999995 -2020-02-16 17:45:00,97.75,189.489,48.684,32.431999999999995 -2020-02-16 18:00:00,103.5,191.37400000000002,51.568999999999996,32.431999999999995 -2020-02-16 18:15:00,103.77,193.201,51.568999999999996,32.431999999999995 -2020-02-16 18:30:00,103.86,191.58,51.568999999999996,32.431999999999995 -2020-02-16 18:45:00,101.12,190.97400000000002,51.568999999999996,32.431999999999995 -2020-02-16 19:00:00,100.36,191.597,48.608000000000004,32.431999999999995 -2020-02-16 19:15:00,97.84,189.642,48.608000000000004,32.431999999999995 -2020-02-16 19:30:00,100.63,188.19299999999998,48.608000000000004,32.431999999999995 -2020-02-16 19:45:00,103.68,185.798,48.608000000000004,32.431999999999995 -2020-02-16 20:00:00,99.8,183.389,43.733999999999995,32.431999999999995 -2020-02-16 20:15:00,93.26,180.862,43.733999999999995,32.431999999999995 -2020-02-16 20:30:00,92.18,177.79,43.733999999999995,32.431999999999995 -2020-02-16 20:45:00,90.05,174.91400000000002,43.733999999999995,32.431999999999995 -2020-02-16 21:00:00,87.92,171.957,39.283,32.431999999999995 -2020-02-16 21:15:00,88.88,169.209,39.283,32.431999999999995 -2020-02-16 21:30:00,93.52,168.675,39.283,32.431999999999995 -2020-02-16 21:45:00,95.15,168.239,39.283,32.431999999999995 -2020-02-16 22:00:00,90.26,162.445,40.111,32.431999999999995 -2020-02-16 22:15:00,89.37,159.447,40.111,32.431999999999995 -2020-02-16 22:30:00,90.03,154.82,40.111,32.431999999999995 -2020-02-16 22:45:00,90.58,151.776,40.111,32.431999999999995 -2020-02-16 23:00:00,86.82,144.405,35.791,32.431999999999995 -2020-02-16 23:15:00,85.0,141.168,35.791,32.431999999999995 -2020-02-16 23:30:00,86.25,139.881,35.791,32.431999999999995 -2020-02-16 23:45:00,84.99,137.593,35.791,32.431999999999995 -2020-02-17 00:00:00,81.05,120.693,34.311,32.613 -2020-02-17 00:15:00,80.07,118.045,34.311,32.613 -2020-02-17 00:30:00,81.59,119.06200000000001,34.311,32.613 -2020-02-17 00:45:00,81.45,120.56,34.311,32.613 -2020-02-17 01:00:00,76.96,122.838,34.585,32.613 -2020-02-17 01:15:00,76.08,123.53,34.585,32.613 -2020-02-17 01:30:00,79.32,123.61200000000001,34.585,32.613 -2020-02-17 01:45:00,79.06,123.48700000000001,34.585,32.613 -2020-02-17 02:00:00,75.2,125.52799999999999,34.111,32.613 -2020-02-17 02:15:00,77.83,127.016,34.111,32.613 -2020-02-17 02:30:00,78.92,128.418,34.111,32.613 -2020-02-17 02:45:00,80.45,130.196,34.111,32.613 -2020-02-17 03:00:00,74.01,133.811,32.435,32.613 -2020-02-17 03:15:00,76.74,136.253,32.435,32.613 -2020-02-17 03:30:00,81.58,137.588,32.435,32.613 -2020-02-17 03:45:00,81.79,138.791,32.435,32.613 -2020-02-17 04:00:00,80.2,150.708,33.04,32.613 -2020-02-17 04:15:00,77.79,162.775,33.04,32.613 -2020-02-17 04:30:00,85.23,165.579,33.04,32.613 -2020-02-17 04:45:00,86.55,166.584,33.04,32.613 -2020-02-17 05:00:00,89.34,194.2,40.399,32.613 -2020-02-17 05:15:00,84.87,222.275,40.399,32.613 -2020-02-17 05:30:00,88.55,219.07,40.399,32.613 -2020-02-17 05:45:00,93.5,212.00799999999998,40.399,32.613 -2020-02-17 06:00:00,101.21,210.477,60.226000000000006,32.613 -2020-02-17 06:15:00,106.95,214.78900000000002,60.226000000000006,32.613 -2020-02-17 06:30:00,112.4,217.851,60.226000000000006,32.613 -2020-02-17 06:45:00,116.6,222.146,60.226000000000006,32.613 -2020-02-17 07:00:00,122.33,222.924,73.578,32.613 -2020-02-17 07:15:00,122.39,226.99400000000003,73.578,32.613 -2020-02-17 07:30:00,122.25,228.925,73.578,32.613 -2020-02-17 07:45:00,124.77,228.46599999999998,73.578,32.613 -2020-02-17 08:00:00,129.11,226.765,66.58,32.613 -2020-02-17 08:15:00,127.63,226.747,66.58,32.613 -2020-02-17 08:30:00,123.89,223.28599999999997,66.58,32.613 -2020-02-17 08:45:00,122.13,219.752,66.58,32.613 -2020-02-17 09:00:00,124.23,213.396,62.0,32.613 -2020-02-17 09:15:00,125.02,208.692,62.0,32.613 -2020-02-17 09:30:00,125.32,206.49,62.0,32.613 -2020-02-17 09:45:00,122.32,203.72299999999998,62.0,32.613 -2020-02-17 10:00:00,121.29,200.037,59.099,32.613 -2020-02-17 10:15:00,125.81,197.31599999999997,59.099,32.613 -2020-02-17 10:30:00,124.92,194.606,59.099,32.613 -2020-02-17 10:45:00,127.08,193.273,59.099,32.613 -2020-02-17 11:00:00,122.8,189.91400000000002,57.729,32.613 -2020-02-17 11:15:00,123.95,189.315,57.729,32.613 -2020-02-17 11:30:00,125.08,189.584,57.729,32.613 -2020-02-17 11:45:00,121.96,187.597,57.729,32.613 -2020-02-17 12:00:00,120.65,183.946,55.615,32.613 -2020-02-17 12:15:00,122.1,184.45,55.615,32.613 -2020-02-17 12:30:00,120.86,183.24200000000002,55.615,32.613 -2020-02-17 12:45:00,120.22,184.47099999999998,55.615,32.613 -2020-02-17 13:00:00,118.27,183.98,56.515,32.613 -2020-02-17 13:15:00,119.03,183.113,56.515,32.613 -2020-02-17 13:30:00,118.32,181.043,56.515,32.613 -2020-02-17 13:45:00,117.07,180.481,56.515,32.613 -2020-02-17 14:00:00,115.45,180.667,58.1,32.613 -2020-02-17 14:15:00,118.18,180.386,58.1,32.613 -2020-02-17 14:30:00,118.2,180.34400000000002,58.1,32.613 -2020-02-17 14:45:00,115.44,181.199,58.1,32.613 -2020-02-17 15:00:00,117.71,183.47299999999998,59.801,32.613 -2020-02-17 15:15:00,119.93,182.456,59.801,32.613 -2020-02-17 15:30:00,119.86,183.56599999999997,59.801,32.613 -2020-02-17 15:45:00,115.36,184.96400000000003,59.801,32.613 -2020-02-17 16:00:00,116.04,186.22400000000002,62.901,32.613 -2020-02-17 16:15:00,117.83,187.304,62.901,32.613 -2020-02-17 16:30:00,118.12,189.513,62.901,32.613 -2020-02-17 16:45:00,120.01,190.609,62.901,32.613 -2020-02-17 17:00:00,123.07,192.03900000000002,70.418,32.613 -2020-02-17 17:15:00,128.21,194.203,70.418,32.613 -2020-02-17 17:30:00,127.74,195.93200000000002,70.418,32.613 -2020-02-17 17:45:00,131.41,196.90400000000002,70.418,32.613 -2020-02-17 18:00:00,133.59,199.207,71.726,32.613 -2020-02-17 18:15:00,132.22,198.90099999999998,71.726,32.613 -2020-02-17 18:30:00,134.7,197.90400000000002,71.726,32.613 -2020-02-17 18:45:00,132.33,198.072,71.726,32.613 -2020-02-17 19:00:00,129.8,197.084,65.997,32.613 -2020-02-17 19:15:00,128.73,194.02,65.997,32.613 -2020-02-17 19:30:00,129.34,193.07299999999998,65.997,32.613 -2020-02-17 19:45:00,129.08,189.891,65.997,32.613 -2020-02-17 20:00:00,119.74,185.122,68.09100000000001,32.613 -2020-02-17 20:15:00,116.95,180.209,68.09100000000001,32.613 -2020-02-17 20:30:00,113.25,175.343,68.09100000000001,32.613 -2020-02-17 20:45:00,111.85,174.063,68.09100000000001,32.613 -2020-02-17 21:00:00,106.25,171.602,59.617,32.613 -2020-02-17 21:15:00,111.38,167.703,59.617,32.613 -2020-02-17 21:30:00,111.19,166.368,59.617,32.613 -2020-02-17 21:45:00,107.47,165.453,59.617,32.613 -2020-02-17 22:00:00,100.26,156.791,54.938,32.613 -2020-02-17 22:15:00,96.86,152.559,54.938,32.613 -2020-02-17 22:30:00,93.99,138.485,54.938,32.613 -2020-02-17 22:45:00,92.23,130.718,54.938,32.613 -2020-02-17 23:00:00,85.74,124.1,47.43,32.613 -2020-02-17 23:15:00,87.58,123.447,47.43,32.613 -2020-02-17 23:30:00,86.64,124.87200000000001,47.43,32.613 -2020-02-17 23:45:00,94.27,125.181,47.43,32.613 -2020-02-18 00:00:00,90.43,119.78299999999999,48.354,32.613 -2020-02-18 00:15:00,87.49,118.541,48.354,32.613 -2020-02-18 00:30:00,81.76,118.62799999999999,48.354,32.613 -2020-02-18 00:45:00,80.22,119.175,48.354,32.613 -2020-02-18 01:00:00,84.53,121.22,45.68600000000001,32.613 -2020-02-18 01:15:00,84.82,121.465,45.68600000000001,32.613 -2020-02-18 01:30:00,82.61,121.7,45.68600000000001,32.613 -2020-02-18 01:45:00,78.21,121.87,45.68600000000001,32.613 -2020-02-18 02:00:00,82.26,123.896,44.269,32.613 -2020-02-18 02:15:00,84.76,125.286,44.269,32.613 -2020-02-18 02:30:00,83.23,126.115,44.269,32.613 -2020-02-18 02:45:00,78.58,127.90799999999999,44.269,32.613 -2020-02-18 03:00:00,79.52,130.341,44.187,32.613 -2020-02-18 03:15:00,84.9,131.954,44.187,32.613 -2020-02-18 03:30:00,86.95,133.75799999999998,44.187,32.613 -2020-02-18 03:45:00,85.47,135.149,44.187,32.613 -2020-02-18 04:00:00,80.95,146.857,46.126999999999995,32.613 -2020-02-18 04:15:00,86.03,158.57399999999998,46.126999999999995,32.613 -2020-02-18 04:30:00,90.64,161.08700000000002,46.126999999999995,32.613 -2020-02-18 04:45:00,93.17,163.274,46.126999999999995,32.613 -2020-02-18 05:00:00,95.59,195.803,49.666000000000004,32.613 -2020-02-18 05:15:00,96.2,223.696,49.666000000000004,32.613 -2020-02-18 05:30:00,101.55,218.959,49.666000000000004,32.613 -2020-02-18 05:45:00,105.28,211.90200000000002,49.666000000000004,32.613 -2020-02-18 06:00:00,111.44,209.226,61.077,32.613 -2020-02-18 06:15:00,110.26,215.14700000000002,61.077,32.613 -2020-02-18 06:30:00,113.34,217.54,61.077,32.613 -2020-02-18 06:45:00,118.15,221.449,61.077,32.613 -2020-02-18 07:00:00,124.13,222.07,74.717,32.613 -2020-02-18 07:15:00,123.32,225.953,74.717,32.613 -2020-02-18 07:30:00,123.67,227.312,74.717,32.613 -2020-02-18 07:45:00,124.55,227.015,74.717,32.613 -2020-02-18 08:00:00,129.02,225.399,69.033,32.613 -2020-02-18 08:15:00,128.96,224.354,69.033,32.613 -2020-02-18 08:30:00,129.77,220.667,69.033,32.613 -2020-02-18 08:45:00,127.77,216.868,69.033,32.613 -2020-02-18 09:00:00,129.25,209.703,63.113,32.613 -2020-02-18 09:15:00,133.26,206.56900000000002,63.113,32.613 -2020-02-18 09:30:00,129.51,205.06,63.113,32.613 -2020-02-18 09:45:00,127.42,202.097,63.113,32.613 -2020-02-18 10:00:00,123.91,197.831,61.461999999999996,32.613 -2020-02-18 10:15:00,124.56,194.101,61.461999999999996,32.613 -2020-02-18 10:30:00,124.88,191.581,61.461999999999996,32.613 -2020-02-18 10:45:00,127.18,190.551,61.461999999999996,32.613 -2020-02-18 11:00:00,126.45,188.638,59.614,32.613 -2020-02-18 11:15:00,127.78,187.733,59.614,32.613 -2020-02-18 11:30:00,124.02,186.854,59.614,32.613 -2020-02-18 11:45:00,124.8,185.56099999999998,59.614,32.613 -2020-02-18 12:00:00,119.33,180.585,57.415,32.613 -2020-02-18 12:15:00,122.01,180.7,57.415,32.613 -2020-02-18 12:30:00,121.83,180.183,57.415,32.613 -2020-02-18 12:45:00,118.63,181.13099999999997,57.415,32.613 -2020-02-18 13:00:00,114.34,180.268,58.534,32.613 -2020-02-18 13:15:00,116.38,179.06400000000002,58.534,32.613 -2020-02-18 13:30:00,116.49,178.125,58.534,32.613 -2020-02-18 13:45:00,118.33,177.733,58.534,32.613 -2020-02-18 14:00:00,120.0,178.25900000000001,59.415,32.613 -2020-02-18 14:15:00,120.28,178.108,59.415,32.613 -2020-02-18 14:30:00,120.23,178.66400000000002,59.415,32.613 -2020-02-18 14:45:00,123.79,179.44299999999998,59.415,32.613 -2020-02-18 15:00:00,121.51,181.301,62.071999999999996,32.613 -2020-02-18 15:15:00,120.26,180.593,62.071999999999996,32.613 -2020-02-18 15:30:00,122.85,181.87900000000002,62.071999999999996,32.613 -2020-02-18 15:45:00,121.26,182.873,62.071999999999996,32.613 -2020-02-18 16:00:00,122.32,184.453,64.99,32.613 -2020-02-18 16:15:00,121.34,185.988,64.99,32.613 -2020-02-18 16:30:00,122.1,188.827,64.99,32.613 -2020-02-18 16:45:00,124.58,190.19,64.99,32.613 -2020-02-18 17:00:00,130.96,192.155,72.658,32.613 -2020-02-18 17:15:00,129.03,194.37,72.658,32.613 -2020-02-18 17:30:00,131.39,196.77700000000002,72.658,32.613 -2020-02-18 17:45:00,134.3,197.639,72.658,32.613 -2020-02-18 18:00:00,137.03,199.84099999999998,73.645,32.613 -2020-02-18 18:15:00,135.62,199.113,73.645,32.613 -2020-02-18 18:30:00,134.52,197.81,73.645,32.613 -2020-02-18 18:45:00,134.65,198.78099999999998,73.645,32.613 -2020-02-18 19:00:00,130.82,197.82299999999998,67.085,32.613 -2020-02-18 19:15:00,130.82,194.50099999999998,67.085,32.613 -2020-02-18 19:30:00,138.13,192.917,67.085,32.613 -2020-02-18 19:45:00,138.56,189.81,67.085,32.613 -2020-02-18 20:00:00,126.03,185.172,66.138,32.613 -2020-02-18 20:15:00,119.06,179.63099999999997,66.138,32.613 -2020-02-18 20:30:00,114.73,175.77599999999998,66.138,32.613 -2020-02-18 20:45:00,113.6,173.94299999999998,66.138,32.613 -2020-02-18 21:00:00,107.89,170.787,57.512,32.613 -2020-02-18 21:15:00,114.35,167.757,57.512,32.613 -2020-02-18 21:30:00,113.36,165.707,57.512,32.613 -2020-02-18 21:45:00,111.8,165.03599999999997,57.512,32.613 -2020-02-18 22:00:00,100.85,158.043,54.545,32.613 -2020-02-18 22:15:00,99.95,153.578,54.545,32.613 -2020-02-18 22:30:00,100.92,139.555,54.545,32.613 -2020-02-18 22:45:00,102.09,132.065,54.545,32.613 -2020-02-18 23:00:00,97.23,125.461,48.605,32.613 -2020-02-18 23:15:00,94.48,123.948,48.605,32.613 -2020-02-18 23:30:00,89.92,125.03,48.605,32.613 -2020-02-18 23:45:00,91.19,124.929,48.605,32.613 -2020-02-19 00:00:00,90.06,119.571,45.675,32.613 -2020-02-19 00:15:00,88.18,118.331,45.675,32.613 -2020-02-19 00:30:00,88.53,118.399,45.675,32.613 -2020-02-19 00:45:00,85.32,118.94200000000001,45.675,32.613 -2020-02-19 01:00:00,85.6,120.95299999999999,43.015,32.613 -2020-02-19 01:15:00,87.17,121.185,43.015,32.613 -2020-02-19 01:30:00,86.58,121.40700000000001,43.015,32.613 -2020-02-19 01:45:00,82.82,121.579,43.015,32.613 -2020-02-19 02:00:00,84.77,123.601,41.0,32.613 -2020-02-19 02:15:00,86.47,124.98700000000001,41.0,32.613 -2020-02-19 02:30:00,83.73,125.83200000000001,41.0,32.613 -2020-02-19 02:45:00,83.36,127.624,41.0,32.613 -2020-02-19 03:00:00,86.31,130.064,41.318000000000005,32.613 -2020-02-19 03:15:00,87.22,131.672,41.318000000000005,32.613 -2020-02-19 03:30:00,83.52,133.47,41.318000000000005,32.613 -2020-02-19 03:45:00,86.28,134.872,41.318000000000005,32.613 -2020-02-19 04:00:00,81.82,146.582,42.544,32.613 -2020-02-19 04:15:00,86.0,158.291,42.544,32.613 -2020-02-19 04:30:00,91.07,160.819,42.544,32.613 -2020-02-19 04:45:00,93.83,162.994,42.544,32.613 -2020-02-19 05:00:00,95.03,195.505,45.161,32.613 -2020-02-19 05:15:00,92.61,223.41400000000002,45.161,32.613 -2020-02-19 05:30:00,95.38,218.649,45.161,32.613 -2020-02-19 05:45:00,101.64,211.597,45.161,32.613 -2020-02-19 06:00:00,106.45,208.93200000000002,61.86600000000001,32.613 -2020-02-19 06:15:00,110.83,214.862,61.86600000000001,32.613 -2020-02-19 06:30:00,114.29,217.22099999999998,61.86600000000001,32.613 -2020-02-19 06:45:00,118.12,221.122,61.86600000000001,32.613 -2020-02-19 07:00:00,124.11,221.766,77.814,32.613 -2020-02-19 07:15:00,126.22,225.61900000000003,77.814,32.613 -2020-02-19 07:30:00,128.75,226.94299999999998,77.814,32.613 -2020-02-19 07:45:00,127.24,226.606,77.814,32.613 -2020-02-19 08:00:00,130.4,224.96900000000002,70.251,32.613 -2020-02-19 08:15:00,128.37,223.905,70.251,32.613 -2020-02-19 08:30:00,132.94,220.16299999999998,70.251,32.613 -2020-02-19 08:45:00,130.84,216.36900000000003,70.251,32.613 -2020-02-19 09:00:00,133.42,209.21200000000002,66.965,32.613 -2020-02-19 09:15:00,135.01,206.08,66.965,32.613 -2020-02-19 09:30:00,136.59,204.59099999999998,66.965,32.613 -2020-02-19 09:45:00,138.7,201.63400000000001,66.965,32.613 -2020-02-19 10:00:00,134.17,197.37900000000002,63.628,32.613 -2020-02-19 10:15:00,135.78,193.68099999999998,63.628,32.613 -2020-02-19 10:30:00,135.61,191.174,63.628,32.613 -2020-02-19 10:45:00,136.33,190.16,63.628,32.613 -2020-02-19 11:00:00,134.83,188.235,62.516999999999996,32.613 -2020-02-19 11:15:00,132.88,187.34599999999998,62.516999999999996,32.613 -2020-02-19 11:30:00,130.69,186.47299999999998,62.516999999999996,32.613 -2020-02-19 11:45:00,126.99,185.19299999999998,62.516999999999996,32.613 -2020-02-19 12:00:00,126.05,180.234,60.888999999999996,32.613 -2020-02-19 12:15:00,122.3,180.364,60.888999999999996,32.613 -2020-02-19 12:30:00,119.64,179.81799999999998,60.888999999999996,32.613 -2020-02-19 12:45:00,118.58,180.763,60.888999999999996,32.613 -2020-02-19 13:00:00,115.52,179.93,61.57899999999999,32.613 -2020-02-19 13:15:00,116.57,178.705,61.57899999999999,32.613 -2020-02-19 13:30:00,113.94,177.752,61.57899999999999,32.613 -2020-02-19 13:45:00,115.97,177.36,61.57899999999999,32.613 -2020-02-19 14:00:00,114.21,177.94400000000002,62.602,32.613 -2020-02-19 14:15:00,115.49,177.77200000000002,62.602,32.613 -2020-02-19 14:30:00,115.54,178.308,62.602,32.613 -2020-02-19 14:45:00,118.46,179.09900000000002,62.602,32.613 -2020-02-19 15:00:00,119.72,180.96599999999998,64.259,32.613 -2020-02-19 15:15:00,122.91,180.229,64.259,32.613 -2020-02-19 15:30:00,120.97,181.476,64.259,32.613 -2020-02-19 15:45:00,121.61,182.453,64.259,32.613 -2020-02-19 16:00:00,124.31,184.03400000000002,67.632,32.613 -2020-02-19 16:15:00,123.96,185.55599999999998,67.632,32.613 -2020-02-19 16:30:00,123.8,188.396,67.632,32.613 -2020-02-19 16:45:00,124.67,189.734,67.632,32.613 -2020-02-19 17:00:00,129.4,191.702,72.583,32.613 -2020-02-19 17:15:00,130.26,193.933,72.583,32.613 -2020-02-19 17:30:00,133.14,196.37,72.583,32.613 -2020-02-19 17:45:00,133.67,197.252,72.583,32.613 -2020-02-19 18:00:00,138.63,199.46599999999998,72.744,32.613 -2020-02-19 18:15:00,135.29,198.795,72.744,32.613 -2020-02-19 18:30:00,137.36,197.49099999999999,72.744,32.613 -2020-02-19 18:45:00,134.04,198.484,72.744,32.613 -2020-02-19 19:00:00,131.09,197.487,69.684,32.613 -2020-02-19 19:15:00,130.73,194.18,69.684,32.613 -2020-02-19 19:30:00,136.9,192.62099999999998,69.684,32.613 -2020-02-19 19:45:00,137.66,189.549,69.684,32.613 -2020-02-19 20:00:00,126.33,184.882,70.036,32.613 -2020-02-19 20:15:00,117.21,179.354,70.036,32.613 -2020-02-19 20:30:00,116.21,175.517,70.036,32.613 -2020-02-19 20:45:00,114.1,173.687,70.036,32.613 -2020-02-19 21:00:00,108.92,170.518,60.431999999999995,32.613 -2020-02-19 21:15:00,114.41,167.477,60.431999999999995,32.613 -2020-02-19 21:30:00,113.68,165.428,60.431999999999995,32.613 -2020-02-19 21:45:00,113.09,164.775,60.431999999999995,32.613 -2020-02-19 22:00:00,101.66,157.768,56.2,32.613 -2020-02-19 22:15:00,97.67,153.327,56.2,32.613 -2020-02-19 22:30:00,95.3,139.265,56.2,32.613 -2020-02-19 22:45:00,95.0,131.78,56.2,32.613 -2020-02-19 23:00:00,94.34,125.169,47.927,32.613 -2020-02-19 23:15:00,97.09,123.671,47.927,32.613 -2020-02-19 23:30:00,95.13,124.764,47.927,32.613 -2020-02-19 23:45:00,91.62,124.68700000000001,47.927,32.613 -2020-02-20 00:00:00,84.69,119.354,43.794,32.613 -2020-02-20 00:15:00,87.96,118.113,43.794,32.613 -2020-02-20 00:30:00,88.54,118.163,43.794,32.613 -2020-02-20 00:45:00,87.1,118.70299999999999,43.794,32.613 -2020-02-20 01:00:00,80.45,120.679,42.397,32.613 -2020-02-20 01:15:00,79.74,120.897,42.397,32.613 -2020-02-20 01:30:00,79.29,121.10799999999999,42.397,32.613 -2020-02-20 01:45:00,84.73,121.281,42.397,32.613 -2020-02-20 02:00:00,85.65,123.29799999999999,40.010999999999996,32.613 -2020-02-20 02:15:00,86.23,124.682,40.010999999999996,32.613 -2020-02-20 02:30:00,82.4,125.541,40.010999999999996,32.613 -2020-02-20 02:45:00,80.94,127.333,40.010999999999996,32.613 -2020-02-20 03:00:00,86.23,129.78,39.181,32.613 -2020-02-20 03:15:00,87.78,131.382,39.181,32.613 -2020-02-20 03:30:00,86.6,133.175,39.181,32.613 -2020-02-20 03:45:00,82.73,134.589,39.181,32.613 -2020-02-20 04:00:00,84.08,146.3,40.39,32.613 -2020-02-20 04:15:00,82.86,158.0,40.39,32.613 -2020-02-20 04:30:00,83.77,160.543,40.39,32.613 -2020-02-20 04:45:00,86.58,162.708,40.39,32.613 -2020-02-20 05:00:00,97.42,195.2,45.504,32.613 -2020-02-20 05:15:00,99.75,223.127,45.504,32.613 -2020-02-20 05:30:00,97.65,218.333,45.504,32.613 -2020-02-20 05:45:00,102.13,211.28599999999997,45.504,32.613 -2020-02-20 06:00:00,106.74,208.63,57.748000000000005,32.613 -2020-02-20 06:15:00,110.76,214.57,57.748000000000005,32.613 -2020-02-20 06:30:00,114.34,216.894,57.748000000000005,32.613 -2020-02-20 06:45:00,118.21,220.787,57.748000000000005,32.613 -2020-02-20 07:00:00,123.28,221.452,72.138,32.613 -2020-02-20 07:15:00,123.1,225.27700000000002,72.138,32.613 -2020-02-20 07:30:00,125.66,226.56400000000002,72.138,32.613 -2020-02-20 07:45:00,125.06,226.188,72.138,32.613 -2020-02-20 08:00:00,127.31,224.528,65.542,32.613 -2020-02-20 08:15:00,125.33,223.446,65.542,32.613 -2020-02-20 08:30:00,126.93,219.65,65.542,32.613 -2020-02-20 08:45:00,122.41,215.863,65.542,32.613 -2020-02-20 09:00:00,122.95,208.71200000000002,60.523,32.613 -2020-02-20 09:15:00,123.48,205.582,60.523,32.613 -2020-02-20 09:30:00,123.66,204.113,60.523,32.613 -2020-02-20 09:45:00,123.38,201.16299999999998,60.523,32.613 -2020-02-20 10:00:00,123.79,196.918,57.449,32.613 -2020-02-20 10:15:00,122.44,193.252,57.449,32.613 -2020-02-20 10:30:00,120.99,190.75900000000001,57.449,32.613 -2020-02-20 10:45:00,121.04,189.761,57.449,32.613 -2020-02-20 11:00:00,118.26,187.826,54.505,32.613 -2020-02-20 11:15:00,118.28,186.951,54.505,32.613 -2020-02-20 11:30:00,118.21,186.08599999999998,54.505,32.613 -2020-02-20 11:45:00,117.86,184.82,54.505,32.613 -2020-02-20 12:00:00,116.74,179.87599999999998,51.50899999999999,32.613 -2020-02-20 12:15:00,118.18,180.021,51.50899999999999,32.613 -2020-02-20 12:30:00,118.55,179.447,51.50899999999999,32.613 -2020-02-20 12:45:00,118.61,180.388,51.50899999999999,32.613 -2020-02-20 13:00:00,114.9,179.585,51.303999999999995,32.613 -2020-02-20 13:15:00,115.25,178.33700000000002,51.303999999999995,32.613 -2020-02-20 13:30:00,112.8,177.372,51.303999999999995,32.613 -2020-02-20 13:45:00,116.14,176.981,51.303999999999995,32.613 -2020-02-20 14:00:00,111.39,177.622,52.785,32.613 -2020-02-20 14:15:00,115.64,177.429,52.785,32.613 -2020-02-20 14:30:00,114.88,177.945,52.785,32.613 -2020-02-20 14:45:00,116.2,178.748,52.785,32.613 -2020-02-20 15:00:00,118.06,180.623,56.458999999999996,32.613 -2020-02-20 15:15:00,115.92,179.859,56.458999999999996,32.613 -2020-02-20 15:30:00,115.99,181.065,56.458999999999996,32.613 -2020-02-20 15:45:00,117.51,182.02599999999998,56.458999999999996,32.613 -2020-02-20 16:00:00,117.85,183.607,59.388000000000005,32.613 -2020-02-20 16:15:00,118.3,185.11700000000002,59.388000000000005,32.613 -2020-02-20 16:30:00,122.42,187.958,59.388000000000005,32.613 -2020-02-20 16:45:00,122.43,189.268,59.388000000000005,32.613 -2020-02-20 17:00:00,124.49,191.24099999999999,64.462,32.613 -2020-02-20 17:15:00,125.36,193.489,64.462,32.613 -2020-02-20 17:30:00,131.6,195.954,64.462,32.613 -2020-02-20 17:45:00,131.89,196.857,64.462,32.613 -2020-02-20 18:00:00,138.28,199.081,65.128,32.613 -2020-02-20 18:15:00,136.37,198.468,65.128,32.613 -2020-02-20 18:30:00,138.13,197.16400000000002,65.128,32.613 -2020-02-20 18:45:00,136.19,198.179,65.128,32.613 -2020-02-20 19:00:00,132.24,197.143,61.316,32.613 -2020-02-20 19:15:00,136.06,193.85,61.316,32.613 -2020-02-20 19:30:00,140.35,192.31599999999997,61.316,32.613 -2020-02-20 19:45:00,136.18,189.28099999999998,61.316,32.613 -2020-02-20 20:00:00,124.63,184.584,59.845,32.613 -2020-02-20 20:15:00,117.47,179.071,59.845,32.613 -2020-02-20 20:30:00,115.88,175.25,59.845,32.613 -2020-02-20 20:45:00,113.56,173.425,59.845,32.613 -2020-02-20 21:00:00,109.82,170.24099999999999,54.83,32.613 -2020-02-20 21:15:00,107.49,167.19099999999997,54.83,32.613 -2020-02-20 21:30:00,105.41,165.142,54.83,32.613 -2020-02-20 21:45:00,107.31,164.50900000000001,54.83,32.613 -2020-02-20 22:00:00,98.64,157.486,50.933,32.613 -2020-02-20 22:15:00,102.93,153.07,50.933,32.613 -2020-02-20 22:30:00,103.82,138.967,50.933,32.613 -2020-02-20 22:45:00,105.37,131.486,50.933,32.613 -2020-02-20 23:00:00,94.47,124.87,45.32899999999999,32.613 -2020-02-20 23:15:00,90.46,123.387,45.32899999999999,32.613 -2020-02-20 23:30:00,88.59,124.492,45.32899999999999,32.613 -2020-02-20 23:45:00,88.87,124.436,45.32899999999999,32.613 -2020-02-21 00:00:00,84.07,118.053,43.74,32.613 -2020-02-21 00:15:00,90.99,117.012,43.74,32.613 -2020-02-21 00:30:00,90.98,116.915,43.74,32.613 -2020-02-21 00:45:00,87.5,117.566,43.74,32.613 -2020-02-21 01:00:00,80.73,119.194,42.555,32.613 -2020-02-21 01:15:00,82.69,120.294,42.555,32.613 -2020-02-21 01:30:00,78.88,120.279,42.555,32.613 -2020-02-21 01:45:00,79.85,120.557,42.555,32.613 -2020-02-21 02:00:00,79.02,122.663,41.68600000000001,32.613 -2020-02-21 02:15:00,86.13,123.93,41.68600000000001,32.613 -2020-02-21 02:30:00,87.4,125.331,41.68600000000001,32.613 -2020-02-21 02:45:00,87.01,127.15700000000001,41.68600000000001,32.613 -2020-02-21 03:00:00,80.72,128.641,42.278999999999996,32.613 -2020-02-21 03:15:00,80.62,131.14600000000002,42.278999999999996,32.613 -2020-02-21 03:30:00,82.45,132.915,42.278999999999996,32.613 -2020-02-21 03:45:00,82.52,134.672,42.278999999999996,32.613 -2020-02-21 04:00:00,83.5,146.612,43.742,32.613 -2020-02-21 04:15:00,88.63,158.04399999999998,43.742,32.613 -2020-02-21 04:30:00,94.41,160.84,43.742,32.613 -2020-02-21 04:45:00,95.37,161.859,43.742,32.613 -2020-02-21 05:00:00,94.16,193.079,46.973,32.613 -2020-02-21 05:15:00,92.16,222.521,46.973,32.613 -2020-02-21 05:30:00,94.26,218.762,46.973,32.613 -2020-02-21 05:45:00,99.52,211.65099999999998,46.973,32.613 -2020-02-21 06:00:00,108.6,209.43200000000002,59.63399999999999,32.613 -2020-02-21 06:15:00,111.42,213.935,59.63399999999999,32.613 -2020-02-21 06:30:00,115.46,215.37400000000002,59.63399999999999,32.613 -2020-02-21 06:45:00,117.72,220.855,59.63399999999999,32.613 -2020-02-21 07:00:00,122.43,220.72799999999998,71.631,32.613 -2020-02-21 07:15:00,123.45,225.54,71.631,32.613 -2020-02-21 07:30:00,123.07,226.58900000000003,71.631,32.613 -2020-02-21 07:45:00,124.6,225.299,71.631,32.613 -2020-02-21 08:00:00,127.22,222.543,66.181,32.613 -2020-02-21 08:15:00,125.37,221.072,66.181,32.613 -2020-02-21 08:30:00,126.6,218.17700000000002,66.181,32.613 -2020-02-21 08:45:00,123.25,212.84599999999998,66.181,32.613 -2020-02-21 09:00:00,125.59,206.114,63.086000000000006,32.613 -2020-02-21 09:15:00,125.25,203.579,63.086000000000006,32.613 -2020-02-21 09:30:00,126.21,201.69799999999998,63.086000000000006,32.613 -2020-02-21 09:45:00,128.09,198.653,63.086000000000006,32.613 -2020-02-21 10:00:00,122.61,193.30700000000002,60.886,32.613 -2020-02-21 10:15:00,124.67,190.35299999999998,60.886,32.613 -2020-02-21 10:30:00,125.15,187.81599999999997,60.886,32.613 -2020-02-21 10:45:00,124.81,186.39700000000002,60.886,32.613 -2020-02-21 11:00:00,120.18,184.442,59.391000000000005,32.613 -2020-02-21 11:15:00,120.77,182.68200000000002,59.391000000000005,32.613 -2020-02-21 11:30:00,120.33,183.52599999999998,59.391000000000005,32.613 -2020-02-21 11:45:00,120.04,182.298,59.391000000000005,32.613 -2020-02-21 12:00:00,118.73,178.43900000000002,56.172,32.613 -2020-02-21 12:15:00,118.32,176.53799999999998,56.172,32.613 -2020-02-21 12:30:00,117.18,176.092,56.172,32.613 -2020-02-21 12:45:00,119.34,177.515,56.172,32.613 -2020-02-21 13:00:00,112.77,177.671,54.406000000000006,32.613 -2020-02-21 13:15:00,112.5,177.203,54.406000000000006,32.613 -2020-02-21 13:30:00,111.04,176.26,54.406000000000006,32.613 -2020-02-21 13:45:00,111.47,175.815,54.406000000000006,32.613 -2020-02-21 14:00:00,109.79,175.38299999999998,53.578,32.613 -2020-02-21 14:15:00,110.7,175.00599999999997,53.578,32.613 -2020-02-21 14:30:00,110.76,176.04,53.578,32.613 -2020-02-21 14:45:00,110.95,177.13099999999997,53.578,32.613 -2020-02-21 15:00:00,117.42,178.542,56.568999999999996,32.613 -2020-02-21 15:15:00,120.19,177.31599999999997,56.568999999999996,32.613 -2020-02-21 15:30:00,119.17,176.987,56.568999999999996,32.613 -2020-02-21 15:45:00,115.35,178.092,56.568999999999996,32.613 -2020-02-21 16:00:00,117.52,178.511,60.169,32.613 -2020-02-21 16:15:00,115.01,180.301,60.169,32.613 -2020-02-21 16:30:00,116.7,183.232,60.169,32.613 -2020-02-21 16:45:00,119.87,184.386,60.169,32.613 -2020-02-21 17:00:00,123.86,186.592,65.497,32.613 -2020-02-21 17:15:00,126.26,188.45,65.497,32.613 -2020-02-21 17:30:00,126.38,190.63400000000001,65.497,32.613 -2020-02-21 17:45:00,128.7,191.324,65.497,32.613 -2020-02-21 18:00:00,133.63,194.234,65.082,32.613 -2020-02-21 18:15:00,132.24,193.282,65.082,32.613 -2020-02-21 18:30:00,135.09,192.361,65.082,32.613 -2020-02-21 18:45:00,134.34,193.4,65.082,32.613 -2020-02-21 19:00:00,132.35,193.229,60.968,32.613 -2020-02-21 19:15:00,136.76,191.30200000000002,60.968,32.613 -2020-02-21 19:30:00,136.33,189.387,60.968,32.613 -2020-02-21 19:45:00,136.31,185.921,60.968,32.613 -2020-02-21 20:00:00,121.81,181.247,61.123000000000005,32.613 -2020-02-21 20:15:00,119.79,175.767,61.123000000000005,32.613 -2020-02-21 20:30:00,114.65,171.91400000000002,61.123000000000005,32.613 -2020-02-21 20:45:00,115.4,170.627,61.123000000000005,32.613 -2020-02-21 21:00:00,106.52,167.949,55.416000000000004,32.613 -2020-02-21 21:15:00,104.0,165.347,55.416000000000004,32.613 -2020-02-21 21:30:00,102.97,163.342,55.416000000000004,32.613 -2020-02-21 21:45:00,103.72,163.263,55.416000000000004,32.613 -2020-02-21 22:00:00,97.94,157.187,51.631,32.613 -2020-02-21 22:15:00,94.54,152.662,51.631,32.613 -2020-02-21 22:30:00,92.36,144.856,51.631,32.613 -2020-02-21 22:45:00,96.36,140.861,51.631,32.613 -2020-02-21 23:00:00,96.29,133.83,44.898,32.613 -2020-02-21 23:15:00,93.93,130.423,44.898,32.613 -2020-02-21 23:30:00,87.56,130.07399999999998,44.898,32.613 -2020-02-21 23:45:00,86.86,129.387,44.898,32.613 -2020-02-22 00:00:00,80.69,115.046,42.033,32.431999999999995 -2020-02-22 00:15:00,85.92,109.822,42.033,32.431999999999995 -2020-02-22 00:30:00,86.31,111.001,42.033,32.431999999999995 -2020-02-22 00:45:00,83.99,112.337,42.033,32.431999999999995 -2020-02-22 01:00:00,75.49,114.553,38.255,32.431999999999995 -2020-02-22 01:15:00,77.66,114.685,38.255,32.431999999999995 -2020-02-22 01:30:00,74.25,114.135,38.255,32.431999999999995 -2020-02-22 01:45:00,78.27,114.225,38.255,32.431999999999995 -2020-02-22 02:00:00,80.13,116.98200000000001,36.404,32.431999999999995 -2020-02-22 02:15:00,81.83,117.868,36.404,32.431999999999995 -2020-02-22 02:30:00,77.76,118.184,36.404,32.431999999999995 -2020-02-22 02:45:00,77.53,120.12299999999999,36.404,32.431999999999995 -2020-02-22 03:00:00,76.75,122.20700000000001,36.083,32.431999999999995 -2020-02-22 03:15:00,80.16,123.5,36.083,32.431999999999995 -2020-02-22 03:30:00,80.23,123.714,36.083,32.431999999999995 -2020-02-22 03:45:00,78.0,125.616,36.083,32.431999999999995 -2020-02-22 04:00:00,72.92,133.475,36.102,32.431999999999995 -2020-02-22 04:15:00,73.17,142.395,36.102,32.431999999999995 -2020-02-22 04:30:00,73.24,143.054,36.102,32.431999999999995 -2020-02-22 04:45:00,74.17,143.582,36.102,32.431999999999995 -2020-02-22 05:00:00,74.51,159.02200000000002,35.284,32.431999999999995 -2020-02-22 05:15:00,75.89,169.7,35.284,32.431999999999995 -2020-02-22 05:30:00,75.3,166.28599999999997,35.284,32.431999999999995 -2020-02-22 05:45:00,76.79,164.58599999999998,35.284,32.431999999999995 -2020-02-22 06:00:00,78.47,180.94,36.265,32.431999999999995 -2020-02-22 06:15:00,79.02,201.58900000000003,36.265,32.431999999999995 -2020-02-22 06:30:00,79.89,197.68200000000002,36.265,32.431999999999995 -2020-02-22 06:45:00,80.02,194.308,36.265,32.431999999999995 -2020-02-22 07:00:00,81.54,190.49099999999999,40.714,32.431999999999995 -2020-02-22 07:15:00,85.98,194.023,40.714,32.431999999999995 -2020-02-22 07:30:00,86.18,197.71,40.714,32.431999999999995 -2020-02-22 07:45:00,87.86,200.28400000000002,40.714,32.431999999999995 -2020-02-22 08:00:00,89.81,201.467,46.692,32.431999999999995 -2020-02-22 08:15:00,91.73,203.52200000000002,46.692,32.431999999999995 -2020-02-22 08:30:00,98.01,202.149,46.692,32.431999999999995 -2020-02-22 08:45:00,99.24,199.93,46.692,32.431999999999995 -2020-02-22 09:00:00,102.43,194.99599999999998,48.925,32.431999999999995 -2020-02-22 09:15:00,102.12,193.207,48.925,32.431999999999995 -2020-02-22 09:30:00,102.49,192.239,48.925,32.431999999999995 -2020-02-22 09:45:00,99.78,189.347,48.925,32.431999999999995 -2020-02-22 10:00:00,95.56,184.31099999999998,47.799,32.431999999999995 -2020-02-22 10:15:00,99.82,181.56099999999998,47.799,32.431999999999995 -2020-02-22 10:30:00,100.4,179.19,47.799,32.431999999999995 -2020-02-22 10:45:00,99.55,179.048,47.799,32.431999999999995 -2020-02-22 11:00:00,95.77,177.29,44.309,32.431999999999995 -2020-02-22 11:15:00,95.07,174.896,44.309,32.431999999999995 -2020-02-22 11:30:00,94.71,174.668,44.309,32.431999999999995 -2020-02-22 11:45:00,97.76,172.54,44.309,32.431999999999995 -2020-02-22 12:00:00,92.83,167.857,42.367,32.431999999999995 -2020-02-22 12:15:00,92.41,166.61599999999999,42.367,32.431999999999995 -2020-02-22 12:30:00,88.04,166.44400000000002,42.367,32.431999999999995 -2020-02-22 12:45:00,86.69,167.13400000000001,42.367,32.431999999999995 -2020-02-22 13:00:00,82.02,166.915,39.036,32.431999999999995 -2020-02-22 13:15:00,85.74,164.417,39.036,32.431999999999995 -2020-02-22 13:30:00,79.5,163.02700000000002,39.036,32.431999999999995 -2020-02-22 13:45:00,80.82,163.011,39.036,32.431999999999995 -2020-02-22 14:00:00,78.34,163.83100000000002,37.995,32.431999999999995 -2020-02-22 14:15:00,78.85,162.882,37.995,32.431999999999995 -2020-02-22 14:30:00,80.14,162.118,37.995,32.431999999999995 -2020-02-22 14:45:00,81.7,163.444,37.995,32.431999999999995 -2020-02-22 15:00:00,81.24,165.505,40.71,32.431999999999995 -2020-02-22 15:15:00,82.52,165.051,40.71,32.431999999999995 -2020-02-22 15:30:00,83.61,166.18200000000002,40.71,32.431999999999995 -2020-02-22 15:45:00,85.83,167.262,40.71,32.431999999999995 -2020-02-22 16:00:00,87.34,166.548,46.998000000000005,32.431999999999995 -2020-02-22 16:15:00,91.33,169.175,46.998000000000005,32.431999999999995 -2020-02-22 16:30:00,93.53,172.06,46.998000000000005,32.431999999999995 -2020-02-22 16:45:00,92.11,174.048,46.998000000000005,32.431999999999995 -2020-02-22 17:00:00,99.16,175.66,55.431000000000004,32.431999999999995 -2020-02-22 17:15:00,98.14,179.105,55.431000000000004,32.431999999999995 -2020-02-22 17:30:00,103.35,181.222,55.431000000000004,32.431999999999995 -2020-02-22 17:45:00,104.88,181.547,55.431000000000004,32.431999999999995 -2020-02-22 18:00:00,113.78,184.007,55.989,32.431999999999995 -2020-02-22 18:15:00,112.69,184.90400000000002,55.989,32.431999999999995 -2020-02-22 18:30:00,112.95,185.31,55.989,32.431999999999995 -2020-02-22 18:45:00,112.81,183.035,55.989,32.431999999999995 -2020-02-22 19:00:00,111.89,183.692,50.882,32.431999999999995 -2020-02-22 19:15:00,112.4,181.27599999999998,50.882,32.431999999999995 -2020-02-22 19:30:00,107.62,180.136,50.882,32.431999999999995 -2020-02-22 19:45:00,106.47,176.567,50.882,32.431999999999995 -2020-02-22 20:00:00,101.54,174.00799999999998,43.172,32.431999999999995 -2020-02-22 20:15:00,99.49,170.608,43.172,32.431999999999995 -2020-02-22 20:30:00,96.48,166.41400000000002,43.172,32.431999999999995 -2020-02-22 20:45:00,98.36,164.771,43.172,32.431999999999995 -2020-02-22 21:00:00,91.47,164.25099999999998,37.599000000000004,32.431999999999995 -2020-02-22 21:15:00,90.24,162.063,37.599000000000004,32.431999999999995 -2020-02-22 21:30:00,88.52,161.263,37.599000000000004,32.431999999999995 -2020-02-22 21:45:00,88.73,160.796,37.599000000000004,32.431999999999995 -2020-02-22 22:00:00,85.26,156.02100000000002,39.047,32.431999999999995 -2020-02-22 22:15:00,84.4,153.955,39.047,32.431999999999995 -2020-02-22 22:30:00,81.79,152.175,39.047,32.431999999999995 -2020-02-22 22:45:00,81.3,150.017,39.047,32.431999999999995 -2020-02-22 23:00:00,77.58,145.344,32.339,32.431999999999995 -2020-02-22 23:15:00,77.79,140.363,32.339,32.431999999999995 -2020-02-22 23:30:00,74.96,138.365,32.339,32.431999999999995 -2020-02-22 23:45:00,73.63,135.339,32.339,32.431999999999995 -2020-02-23 00:00:00,70.14,115.244,29.988000000000003,32.431999999999995 -2020-02-23 00:15:00,69.61,109.686,29.988000000000003,32.431999999999995 -2020-02-23 00:30:00,69.59,110.479,29.988000000000003,32.431999999999995 -2020-02-23 00:45:00,69.38,112.488,29.988000000000003,32.431999999999995 -2020-02-23 01:00:00,65.46,114.53399999999999,28.531999999999996,32.431999999999995 -2020-02-23 01:15:00,66.66,115.661,28.531999999999996,32.431999999999995 -2020-02-23 01:30:00,65.52,115.603,28.531999999999996,32.431999999999995 -2020-02-23 01:45:00,65.26,115.382,28.531999999999996,32.431999999999995 -2020-02-23 02:00:00,63.83,117.405,27.805999999999997,32.431999999999995 -2020-02-23 02:15:00,64.64,117.473,27.805999999999997,32.431999999999995 -2020-02-23 02:30:00,63.77,118.64200000000001,27.805999999999997,32.431999999999995 -2020-02-23 02:45:00,64.98,121.022,27.805999999999997,32.431999999999995 -2020-02-23 03:00:00,63.94,123.436,26.193,32.431999999999995 -2020-02-23 03:15:00,64.7,124.21799999999999,26.193,32.431999999999995 -2020-02-23 03:30:00,64.1,125.774,26.193,32.431999999999995 -2020-02-23 03:45:00,64.57,127.594,26.193,32.431999999999995 -2020-02-23 04:00:00,64.91,135.216,27.19,32.431999999999995 -2020-02-23 04:15:00,64.97,143.135,27.19,32.431999999999995 -2020-02-23 04:30:00,65.65,143.904,27.19,32.431999999999995 -2020-02-23 04:45:00,66.48,144.673,27.19,32.431999999999995 -2020-02-23 05:00:00,67.26,156.69,28.166999999999998,32.431999999999995 -2020-02-23 05:15:00,67.76,165.021,28.166999999999998,32.431999999999995 -2020-02-23 05:30:00,68.15,161.405,28.166999999999998,32.431999999999995 -2020-02-23 05:45:00,68.8,159.939,28.166999999999998,32.431999999999995 -2020-02-23 06:00:00,69.41,176.139,27.16,32.431999999999995 -2020-02-23 06:15:00,69.86,195.146,27.16,32.431999999999995 -2020-02-23 06:30:00,70.71,190.112,27.16,32.431999999999995 -2020-02-23 06:45:00,69.95,185.675,27.16,32.431999999999995 -2020-02-23 07:00:00,72.62,184.268,29.578000000000003,32.431999999999995 -2020-02-23 07:15:00,73.12,186.9,29.578000000000003,32.431999999999995 -2020-02-23 07:30:00,74.51,189.389,29.578000000000003,32.431999999999995 -2020-02-23 07:45:00,76.29,191.18200000000002,29.578000000000003,32.431999999999995 -2020-02-23 08:00:00,78.45,194.149,34.650999999999996,32.431999999999995 -2020-02-23 08:15:00,78.33,196.13,34.650999999999996,32.431999999999995 -2020-02-23 08:30:00,78.73,196.333,34.650999999999996,32.431999999999995 -2020-02-23 08:45:00,79.07,196.078,34.650999999999996,32.431999999999995 -2020-02-23 09:00:00,78.69,190.75900000000001,38.080999999999996,32.431999999999995 -2020-02-23 09:15:00,78.31,189.495,38.080999999999996,32.431999999999995 -2020-02-23 09:30:00,78.05,188.407,38.080999999999996,32.431999999999995 -2020-02-23 09:45:00,77.75,185.43599999999998,38.080999999999996,32.431999999999995 -2020-02-23 10:00:00,76.21,182.868,39.934,32.431999999999995 -2020-02-23 10:15:00,75.97,180.67,39.934,32.431999999999995 -2020-02-23 10:30:00,75.82,178.90400000000002,39.934,32.431999999999995 -2020-02-23 10:45:00,76.78,176.976,39.934,32.431999999999995 -2020-02-23 11:00:00,77.47,176.084,43.74100000000001,32.431999999999995 -2020-02-23 11:15:00,80.97,173.822,43.74100000000001,32.431999999999995 -2020-02-23 11:30:00,81.83,172.77700000000002,43.74100000000001,32.431999999999995 -2020-02-23 11:45:00,84.37,171.255,43.74100000000001,32.431999999999995 -2020-02-23 12:00:00,80.33,166.08,40.001999999999995,32.431999999999995 -2020-02-23 12:15:00,75.8,166.668,40.001999999999995,32.431999999999995 -2020-02-23 12:30:00,75.85,165.06900000000002,40.001999999999995,32.431999999999995 -2020-02-23 12:45:00,72.42,164.801,40.001999999999995,32.431999999999995 -2020-02-23 13:00:00,71.1,163.916,37.855,32.431999999999995 -2020-02-23 13:15:00,69.74,164.28099999999998,37.855,32.431999999999995 -2020-02-23 13:30:00,66.49,162.636,37.855,32.431999999999995 -2020-02-23 13:45:00,65.1,162.02700000000002,37.855,32.431999999999995 -2020-02-23 14:00:00,63.85,163.18200000000002,35.946999999999996,32.431999999999995 -2020-02-23 14:15:00,67.63,163.381,35.946999999999996,32.431999999999995 -2020-02-23 14:30:00,65.18,163.741,35.946999999999996,32.431999999999995 -2020-02-23 14:45:00,66.34,164.646,35.946999999999996,32.431999999999995 -2020-02-23 15:00:00,67.38,165.24599999999998,35.138000000000005,32.431999999999995 -2020-02-23 15:15:00,71.0,165.46400000000003,35.138000000000005,32.431999999999995 -2020-02-23 15:30:00,70.06,167.115,35.138000000000005,32.431999999999995 -2020-02-23 15:45:00,71.4,168.856,35.138000000000005,32.431999999999995 -2020-02-23 16:00:00,77.36,169.905,38.672,32.431999999999995 -2020-02-23 16:15:00,75.53,171.645,38.672,32.431999999999995 -2020-02-23 16:30:00,77.71,174.812,38.672,32.431999999999995 -2020-02-23 16:45:00,81.19,176.903,38.672,32.431999999999995 -2020-02-23 17:00:00,88.54,178.53599999999997,48.684,32.431999999999995 -2020-02-23 17:15:00,86.32,181.71900000000002,48.684,32.431999999999995 -2020-02-23 17:30:00,90.78,184.165,48.684,32.431999999999995 -2020-02-23 17:45:00,96.64,186.72099999999998,48.684,32.431999999999995 -2020-02-23 18:00:00,104.83,188.683,51.568999999999996,32.431999999999995 -2020-02-23 18:15:00,107.06,190.919,51.568999999999996,32.431999999999995 -2020-02-23 18:30:00,107.23,189.291,51.568999999999996,32.431999999999995 -2020-02-23 18:45:00,103.85,188.84,51.568999999999996,32.431999999999995 -2020-02-23 19:00:00,101.61,189.18900000000002,48.608000000000004,32.431999999999995 -2020-02-23 19:15:00,102.96,187.34,48.608000000000004,32.431999999999995 -2020-02-23 19:30:00,99.45,186.058,48.608000000000004,32.431999999999995 -2020-02-23 19:45:00,100.59,183.923,48.608000000000004,32.431999999999995 -2020-02-23 20:00:00,105.69,181.30900000000003,43.733999999999995,32.431999999999995 -2020-02-23 20:15:00,97.93,178.87599999999998,43.733999999999995,32.431999999999995 -2020-02-23 20:30:00,93.18,175.926,43.733999999999995,32.431999999999995 -2020-02-23 20:45:00,98.42,173.078,43.733999999999995,32.431999999999995 -2020-02-23 21:00:00,92.64,170.021,39.283,32.431999999999995 -2020-02-23 21:15:00,88.96,167.207,39.283,32.431999999999995 -2020-02-23 21:30:00,90.04,166.68,39.283,32.431999999999995 -2020-02-23 21:45:00,93.24,166.37099999999998,39.283,32.431999999999995 -2020-02-23 22:00:00,98.28,160.47,40.111,32.431999999999995 -2020-02-23 22:15:00,92.33,157.649,40.111,32.431999999999995 -2020-02-23 22:30:00,94.51,152.731,40.111,32.431999999999995 -2020-02-23 22:45:00,91.38,149.721,40.111,32.431999999999995 -2020-02-23 23:00:00,86.18,142.312,35.791,32.431999999999995 -2020-02-23 23:15:00,83.82,139.184,35.791,32.431999999999995 -2020-02-23 23:30:00,84.12,137.974,35.791,32.431999999999995 -2020-02-23 23:45:00,89.48,135.843,35.791,32.431999999999995 -2020-02-24 00:00:00,87.4,119.12100000000001,34.311,32.613 -2020-02-24 00:15:00,85.71,116.48200000000001,34.311,32.613 -2020-02-24 00:30:00,79.25,117.37,34.311,32.613 -2020-02-24 00:45:00,80.11,118.845,34.311,32.613 -2020-02-24 01:00:00,75.53,120.87299999999999,34.585,32.613 -2020-02-24 01:15:00,82.25,121.47399999999999,34.585,32.613 -2020-02-24 01:30:00,82.39,121.463,34.585,32.613 -2020-02-24 01:45:00,83.21,121.355,34.585,32.613 -2020-02-24 02:00:00,78.47,123.35799999999999,34.111,32.613 -2020-02-24 02:15:00,81.62,124.824,34.111,32.613 -2020-02-24 02:30:00,83.49,126.336,34.111,32.613 -2020-02-24 02:45:00,85.86,128.109,34.111,32.613 -2020-02-24 03:00:00,77.68,131.778,32.435,32.613 -2020-02-24 03:15:00,84.84,134.17,32.435,32.613 -2020-02-24 03:30:00,85.17,135.471,32.435,32.613 -2020-02-24 03:45:00,85.91,136.755,32.435,32.613 -2020-02-24 04:00:00,83.63,148.685,33.04,32.613 -2020-02-24 04:15:00,83.89,160.695,33.04,32.613 -2020-02-24 04:30:00,89.11,163.607,33.04,32.613 -2020-02-24 04:45:00,86.29,164.52900000000002,33.04,32.613 -2020-02-24 05:00:00,90.81,192.02599999999998,40.399,32.613 -2020-02-24 05:15:00,91.34,220.23,40.399,32.613 -2020-02-24 05:30:00,95.51,216.81900000000002,40.399,32.613 -2020-02-24 05:45:00,100.68,209.787,40.399,32.613 -2020-02-24 06:00:00,112.19,208.31799999999998,60.226000000000006,32.613 -2020-02-24 06:15:00,114.53,212.699,60.226000000000006,32.613 -2020-02-24 06:30:00,121.55,215.514,60.226000000000006,32.613 -2020-02-24 06:45:00,120.58,219.74099999999999,60.226000000000006,32.613 -2020-02-24 07:00:00,127.09,220.673,73.578,32.613 -2020-02-24 07:15:00,128.48,224.535,73.578,32.613 -2020-02-24 07:30:00,128.83,226.213,73.578,32.613 -2020-02-24 07:45:00,128.43,225.47400000000002,73.578,32.613 -2020-02-24 08:00:00,132.65,223.62099999999998,66.58,32.613 -2020-02-24 08:15:00,130.35,223.472,66.58,32.613 -2020-02-24 08:30:00,132.82,219.62400000000002,66.58,32.613 -2020-02-24 08:45:00,128.9,216.138,66.58,32.613 -2020-02-24 09:00:00,130.95,209.83700000000002,62.0,32.613 -2020-02-24 09:15:00,129.17,205.146,62.0,32.613 -2020-02-24 09:30:00,128.34,203.085,62.0,32.613 -2020-02-24 09:45:00,127.77,200.359,62.0,32.613 -2020-02-24 10:00:00,125.53,196.74900000000002,59.099,32.613 -2020-02-24 10:15:00,127.37,194.266,59.099,32.613 -2020-02-24 10:30:00,123.36,191.65599999999998,59.099,32.613 -2020-02-24 10:45:00,127.17,190.43200000000002,59.099,32.613 -2020-02-24 11:00:00,122.95,187.0,57.729,32.613 -2020-02-24 11:15:00,126.73,186.50900000000001,57.729,32.613 -2020-02-24 11:30:00,127.56,186.827,57.729,32.613 -2020-02-24 11:45:00,123.32,184.93599999999998,57.729,32.613 -2020-02-24 12:00:00,122.5,181.40099999999998,55.615,32.613 -2020-02-24 12:15:00,126.78,182.00599999999997,55.615,32.613 -2020-02-24 12:30:00,127.67,180.593,55.615,32.613 -2020-02-24 12:45:00,124.86,181.798,55.615,32.613 -2020-02-24 13:00:00,122.88,181.528,56.515,32.613 -2020-02-24 13:15:00,123.82,180.50599999999997,56.515,32.613 -2020-02-24 13:30:00,125.65,178.34,56.515,32.613 -2020-02-24 13:45:00,128.04,177.78599999999997,56.515,32.613 -2020-02-24 14:00:00,130.27,178.38099999999997,58.1,32.613 -2020-02-24 14:15:00,128.28,177.951,58.1,32.613 -2020-02-24 14:30:00,131.05,177.762,58.1,32.613 -2020-02-24 14:45:00,130.12,178.701,58.1,32.613 -2020-02-24 15:00:00,130.46,181.032,59.801,32.613 -2020-02-24 15:15:00,131.88,179.815,59.801,32.613 -2020-02-24 15:30:00,129.22,180.639,59.801,32.613 -2020-02-24 15:45:00,129.42,181.919,59.801,32.613 -2020-02-24 16:00:00,129.55,183.18599999999998,62.901,32.613 -2020-02-24 16:15:00,129.72,184.172,62.901,32.613 -2020-02-24 16:30:00,127.89,186.385,62.901,32.613 -2020-02-24 16:45:00,129.96,187.296,62.901,32.613 -2020-02-24 17:00:00,133.58,188.75,70.418,32.613 -2020-02-24 17:15:00,136.65,191.028,70.418,32.613 -2020-02-24 17:30:00,139.14,192.96,70.418,32.613 -2020-02-24 17:45:00,138.19,194.074,70.418,32.613 -2020-02-24 18:00:00,144.78,196.45,71.726,32.613 -2020-02-24 18:15:00,140.22,196.56,71.726,32.613 -2020-02-24 18:30:00,140.06,195.55599999999998,71.726,32.613 -2020-02-24 18:45:00,141.43,195.878,71.726,32.613 -2020-02-24 19:00:00,139.29,194.61599999999999,65.997,32.613 -2020-02-24 19:15:00,138.24,191.66,65.997,32.613 -2020-02-24 19:30:00,144.32,190.885,65.997,32.613 -2020-02-24 19:45:00,141.12,187.96599999999998,65.997,32.613 -2020-02-24 20:00:00,133.01,182.99099999999999,68.09100000000001,32.613 -2020-02-24 20:15:00,125.91,178.175,68.09100000000001,32.613 -2020-02-24 20:30:00,120.23,173.433,68.09100000000001,32.613 -2020-02-24 20:45:00,121.43,172.179,68.09100000000001,32.613 -2020-02-24 21:00:00,114.0,169.61900000000003,59.617,32.613 -2020-02-24 21:15:00,117.58,165.65599999999998,59.617,32.613 -2020-02-24 21:30:00,117.76,164.327,59.617,32.613 -2020-02-24 21:45:00,115.93,163.54,59.617,32.613 -2020-02-24 22:00:00,105.83,154.77,54.938,32.613 -2020-02-24 22:15:00,101.05,150.715,54.938,32.613 -2020-02-24 22:30:00,99.67,136.342,54.938,32.613 -2020-02-24 22:45:00,98.93,128.609,54.938,32.613 -2020-02-24 23:00:00,95.34,121.956,47.43,32.613 -2020-02-24 23:15:00,94.94,121.412,47.43,32.613 -2020-02-24 23:30:00,89.82,122.914,47.43,32.613 -2020-02-24 23:45:00,89.72,123.382,47.43,32.613 -2020-02-25 00:00:00,92.74,118.161,48.354,32.613 -2020-02-25 00:15:00,93.6,116.93299999999999,48.354,32.613 -2020-02-25 00:30:00,94.11,116.89200000000001,48.354,32.613 -2020-02-25 00:45:00,89.59,117.417,48.354,32.613 -2020-02-25 01:00:00,84.84,119.20700000000001,45.68600000000001,32.613 -2020-02-25 01:15:00,86.12,119.359,45.68600000000001,32.613 -2020-02-25 01:30:00,82.8,119.501,45.68600000000001,32.613 -2020-02-25 01:45:00,83.08,119.69,45.68600000000001,32.613 -2020-02-25 02:00:00,84.51,121.675,44.269,32.613 -2020-02-25 02:15:00,87.23,123.042,44.269,32.613 -2020-02-25 02:30:00,89.0,123.98200000000001,44.269,32.613 -2020-02-25 02:45:00,93.75,125.771,44.269,32.613 -2020-02-25 03:00:00,88.41,128.25799999999998,44.187,32.613 -2020-02-25 03:15:00,89.23,129.819,44.187,32.613 -2020-02-25 03:30:00,85.06,131.588,44.187,32.613 -2020-02-25 03:45:00,89.04,133.059,44.187,32.613 -2020-02-25 04:00:00,86.27,144.786,46.126999999999995,32.613 -2020-02-25 04:15:00,86.74,156.446,46.126999999999995,32.613 -2020-02-25 04:30:00,88.33,159.06799999999998,46.126999999999995,32.613 -2020-02-25 04:45:00,91.62,161.172,46.126999999999995,32.613 -2020-02-25 05:00:00,97.3,193.585,49.666000000000004,32.613 -2020-02-25 05:15:00,96.94,221.614,49.666000000000004,32.613 -2020-02-25 05:30:00,101.12,216.666,49.666000000000004,32.613 -2020-02-25 05:45:00,105.3,209.638,49.666000000000004,32.613 -2020-02-25 06:00:00,116.13,207.021,61.077,32.613 -2020-02-25 06:15:00,118.32,213.012,61.077,32.613 -2020-02-25 06:30:00,121.9,215.149,61.077,32.613 -2020-02-25 06:45:00,123.41,218.986,61.077,32.613 -2020-02-25 07:00:00,130.25,219.761,74.717,32.613 -2020-02-25 07:15:00,129.83,223.43400000000003,74.717,32.613 -2020-02-25 07:30:00,131.97,224.53900000000002,74.717,32.613 -2020-02-25 07:45:00,129.74,223.96,74.717,32.613 -2020-02-25 08:00:00,132.69,222.18900000000002,69.033,32.613 -2020-02-25 08:15:00,133.52,221.015,69.033,32.613 -2020-02-25 08:30:00,129.26,216.93599999999998,69.033,32.613 -2020-02-25 08:45:00,128.0,213.18900000000002,69.033,32.613 -2020-02-25 09:00:00,134.63,206.084,63.113,32.613 -2020-02-25 09:15:00,134.74,202.96200000000002,63.113,32.613 -2020-02-25 09:30:00,137.02,201.59400000000002,63.113,32.613 -2020-02-25 09:45:00,135.12,198.675,63.113,32.613 -2020-02-25 10:00:00,127.82,194.487,61.461999999999996,32.613 -2020-02-25 10:15:00,127.61,190.99599999999998,61.461999999999996,32.613 -2020-02-25 10:30:00,124.56,188.578,61.461999999999996,32.613 -2020-02-25 10:45:00,124.47,187.65900000000002,61.461999999999996,32.613 -2020-02-25 11:00:00,120.98,185.67700000000002,59.614,32.613 -2020-02-25 11:15:00,121.56,184.88099999999997,59.614,32.613 -2020-02-25 11:30:00,122.41,184.05200000000002,59.614,32.613 -2020-02-25 11:45:00,121.67,182.856,59.614,32.613 -2020-02-25 12:00:00,121.07,177.997,57.415,32.613 -2020-02-25 12:15:00,120.61,178.21200000000002,57.415,32.613 -2020-02-25 12:30:00,117.95,177.486,57.415,32.613 -2020-02-25 12:45:00,118.6,178.41099999999997,57.415,32.613 -2020-02-25 13:00:00,116.09,177.77200000000002,58.534,32.613 -2020-02-25 13:15:00,116.32,176.41299999999998,58.534,32.613 -2020-02-25 13:30:00,118.93,175.377,58.534,32.613 -2020-02-25 13:45:00,116.93,174.995,58.534,32.613 -2020-02-25 14:00:00,119.27,175.935,59.415,32.613 -2020-02-25 14:15:00,117.11,175.63400000000001,59.415,32.613 -2020-02-25 14:30:00,118.09,176.03900000000002,59.415,32.613 -2020-02-25 14:45:00,119.19,176.899,59.415,32.613 -2020-02-25 15:00:00,121.2,178.81400000000002,62.071999999999996,32.613 -2020-02-25 15:15:00,119.3,177.905,62.071999999999996,32.613 -2020-02-25 15:30:00,119.76,178.90200000000002,62.071999999999996,32.613 -2020-02-25 15:45:00,121.39,179.77700000000002,62.071999999999996,32.613 -2020-02-25 16:00:00,123.07,181.363,64.99,32.613 -2020-02-25 16:15:00,125.94,182.801,64.99,32.613 -2020-02-25 16:30:00,123.48,185.644,64.99,32.613 -2020-02-25 16:45:00,125.86,186.815,64.99,32.613 -2020-02-25 17:00:00,133.26,188.80900000000003,72.658,32.613 -2020-02-25 17:15:00,133.66,191.135,72.658,32.613 -2020-02-25 17:30:00,136.58,193.74400000000003,72.658,32.613 -2020-02-25 17:45:00,134.98,194.747,72.658,32.613 -2020-02-25 18:00:00,142.9,197.021,73.645,32.613 -2020-02-25 18:15:00,140.35,196.71400000000003,73.645,32.613 -2020-02-25 18:30:00,140.6,195.40400000000002,73.645,32.613 -2020-02-25 18:45:00,140.89,196.53,73.645,32.613 -2020-02-25 19:00:00,138.89,195.298,67.085,32.613 -2020-02-25 19:15:00,137.3,192.084,67.085,32.613 -2020-02-25 19:30:00,143.66,190.675,67.085,32.613 -2020-02-25 19:45:00,146.82,187.835,67.085,32.613 -2020-02-25 20:00:00,137.15,182.99099999999999,66.138,32.613 -2020-02-25 20:15:00,124.2,177.548,66.138,32.613 -2020-02-25 20:30:00,125.13,173.822,66.138,32.613 -2020-02-25 20:45:00,122.61,172.012,66.138,32.613 -2020-02-25 21:00:00,114.79,168.75900000000001,57.512,32.613 -2020-02-25 21:15:00,117.9,165.666,57.512,32.613 -2020-02-25 21:30:00,118.78,163.622,57.512,32.613 -2020-02-25 21:45:00,115.59,163.079,57.512,32.613 -2020-02-25 22:00:00,105.29,155.977,54.545,32.613 -2020-02-25 22:15:00,105.73,151.689,54.545,32.613 -2020-02-25 22:30:00,100.32,137.36,54.545,32.613 -2020-02-25 22:45:00,103.78,129.903,54.545,32.613 -2020-02-25 23:00:00,103.37,123.266,48.605,32.613 -2020-02-25 23:15:00,102.21,121.863,48.605,32.613 -2020-02-25 23:30:00,94.38,123.02,48.605,32.613 -2020-02-25 23:45:00,93.16,123.08200000000001,48.605,32.613 -2020-02-26 00:00:00,84.21,117.904,45.675,32.613 -2020-02-26 00:15:00,85.32,116.678,45.675,32.613 -2020-02-26 00:30:00,85.53,116.619,45.675,32.613 -2020-02-26 00:45:00,85.09,117.14299999999999,45.675,32.613 -2020-02-26 01:00:00,86.21,118.89200000000001,43.015,32.613 -2020-02-26 01:15:00,91.24,119.031,43.015,32.613 -2020-02-26 01:30:00,91.43,119.15899999999999,43.015,32.613 -2020-02-26 01:45:00,91.86,119.352,43.015,32.613 -2020-02-26 02:00:00,88.93,121.329,41.0,32.613 -2020-02-26 02:15:00,90.95,122.693,41.0,32.613 -2020-02-26 02:30:00,91.59,123.649,41.0,32.613 -2020-02-26 02:45:00,90.28,125.43700000000001,41.0,32.613 -2020-02-26 03:00:00,90.74,127.93299999999999,41.318000000000005,32.613 -2020-02-26 03:15:00,95.62,129.485,41.318000000000005,32.613 -2020-02-26 03:30:00,92.99,131.248,41.318000000000005,32.613 -2020-02-26 03:45:00,89.88,132.731,41.318000000000005,32.613 -2020-02-26 04:00:00,92.31,144.463,42.544,32.613 -2020-02-26 04:15:00,89.03,156.114,42.544,32.613 -2020-02-26 04:30:00,88.74,158.754,42.544,32.613 -2020-02-26 04:45:00,89.87,160.845,42.544,32.613 -2020-02-26 05:00:00,94.12,193.24400000000003,45.161,32.613 -2020-02-26 05:15:00,95.66,221.297,45.161,32.613 -2020-02-26 05:30:00,99.71,216.31599999999997,45.161,32.613 -2020-02-26 05:45:00,104.02,209.291,45.161,32.613 -2020-02-26 06:00:00,116.54,206.68099999999998,61.86600000000001,32.613 -2020-02-26 06:15:00,119.33,212.68099999999998,61.86600000000001,32.613 -2020-02-26 06:30:00,124.91,214.77900000000002,61.86600000000001,32.613 -2020-02-26 06:45:00,124.25,218.601,61.86600000000001,32.613 -2020-02-26 07:00:00,132.05,219.398,77.814,32.613 -2020-02-26 07:15:00,131.93,223.041,77.814,32.613 -2020-02-26 07:30:00,130.23,224.108,77.814,32.613 -2020-02-26 07:45:00,131.9,223.488,77.814,32.613 -2020-02-26 08:00:00,135.76,221.69299999999998,70.251,32.613 -2020-02-26 08:15:00,134.68,220.50099999999998,70.251,32.613 -2020-02-26 08:30:00,134.89,216.365,70.251,32.613 -2020-02-26 08:45:00,132.39,212.62900000000002,70.251,32.613 -2020-02-26 09:00:00,132.02,205.533,66.965,32.613 -2020-02-26 09:15:00,137.94,202.412,66.965,32.613 -2020-02-26 09:30:00,138.13,201.06400000000002,66.965,32.613 -2020-02-26 09:45:00,140.89,198.15200000000002,66.965,32.613 -2020-02-26 10:00:00,135.54,193.976,63.628,32.613 -2020-02-26 10:15:00,133.05,190.52200000000002,63.628,32.613 -2020-02-26 10:30:00,129.5,188.12099999999998,63.628,32.613 -2020-02-26 10:45:00,130.84,187.217,63.628,32.613 -2020-02-26 11:00:00,122.72,185.227,62.516999999999996,32.613 -2020-02-26 11:15:00,122.07,184.449,62.516999999999996,32.613 -2020-02-26 11:30:00,120.82,183.62599999999998,62.516999999999996,32.613 -2020-02-26 11:45:00,120.99,182.445,62.516999999999996,32.613 -2020-02-26 12:00:00,121.64,177.602,60.888999999999996,32.613 -2020-02-26 12:15:00,119.41,177.832,60.888999999999996,32.613 -2020-02-26 12:30:00,119.83,177.074,60.888999999999996,32.613 -2020-02-26 12:45:00,121.37,177.99599999999998,60.888999999999996,32.613 -2020-02-26 13:00:00,118.3,177.392,61.57899999999999,32.613 -2020-02-26 13:15:00,121.25,176.01,61.57899999999999,32.613 -2020-02-26 13:30:00,119.3,174.96,61.57899999999999,32.613 -2020-02-26 13:45:00,117.57,174.58,61.57899999999999,32.613 -2020-02-26 14:00:00,120.42,175.582,62.602,32.613 -2020-02-26 14:15:00,120.08,175.25900000000001,62.602,32.613 -2020-02-26 14:30:00,127.13,175.64,62.602,32.613 -2020-02-26 14:45:00,123.18,176.512,62.602,32.613 -2020-02-26 15:00:00,124.28,178.433,64.259,32.613 -2020-02-26 15:15:00,121.09,177.495,64.259,32.613 -2020-02-26 15:30:00,121.21,178.44799999999998,64.259,32.613 -2020-02-26 15:45:00,124.4,179.30599999999998,64.259,32.613 -2020-02-26 16:00:00,123.44,180.894,67.632,32.613 -2020-02-26 16:15:00,128.2,182.315,67.632,32.613 -2020-02-26 16:30:00,126.24,185.15900000000002,67.632,32.613 -2020-02-26 16:45:00,129.82,186.3,67.632,32.613 -2020-02-26 17:00:00,132.44,188.3,72.583,32.613 -2020-02-26 17:15:00,132.18,190.64,72.583,32.613 -2020-02-26 17:30:00,138.18,193.27700000000002,72.583,32.613 -2020-02-26 17:45:00,137.44,194.299,72.583,32.613 -2020-02-26 18:00:00,144.08,196.584,72.744,32.613 -2020-02-26 18:15:00,142.07,196.34,72.744,32.613 -2020-02-26 18:30:00,143.05,195.028,72.744,32.613 -2020-02-26 18:45:00,143.25,196.175,72.744,32.613 -2020-02-26 19:00:00,142.61,194.905,69.684,32.613 -2020-02-26 19:15:00,143.22,191.708,69.684,32.613 -2020-02-26 19:30:00,148.53,190.325,69.684,32.613 -2020-02-26 19:45:00,145.96,187.525,69.684,32.613 -2020-02-26 20:00:00,134.53,182.65200000000002,70.036,32.613 -2020-02-26 20:15:00,128.04,177.22299999999998,70.036,32.613 -2020-02-26 20:30:00,123.73,173.518,70.036,32.613 -2020-02-26 20:45:00,122.17,171.71,70.036,32.613 -2020-02-26 21:00:00,116.79,168.44400000000002,60.431999999999995,32.613 -2020-02-26 21:15:00,121.15,165.343,60.431999999999995,32.613 -2020-02-26 21:30:00,120.23,163.3,60.431999999999995,32.613 -2020-02-26 21:45:00,113.68,162.774,60.431999999999995,32.613 -2020-02-26 22:00:00,107.74,155.657,56.2,32.613 -2020-02-26 22:15:00,104.57,151.393,56.2,32.613 -2020-02-26 22:30:00,101.62,137.017,56.2,32.613 -2020-02-26 22:45:00,102.65,129.564,56.2,32.613 -2020-02-26 23:00:00,96.31,122.925,47.927,32.613 -2020-02-26 23:15:00,102.68,121.538,47.927,32.613 -2020-02-26 23:30:00,99.27,122.704,47.927,32.613 -2020-02-26 23:45:00,95.89,122.791,47.927,32.613 -2020-02-27 00:00:00,88.18,117.63799999999999,43.794,32.613 -2020-02-27 00:15:00,88.97,116.417,43.794,32.613 -2020-02-27 00:30:00,90.67,116.34,43.794,32.613 -2020-02-27 00:45:00,87.97,116.863,43.794,32.613 -2020-02-27 01:00:00,93.08,118.571,42.397,32.613 -2020-02-27 01:15:00,91.83,118.697,42.397,32.613 -2020-02-27 01:30:00,90.3,118.811,42.397,32.613 -2020-02-27 01:45:00,86.08,119.008,42.397,32.613 -2020-02-27 02:00:00,85.82,120.977,40.010999999999996,32.613 -2020-02-27 02:15:00,93.94,122.337,40.010999999999996,32.613 -2020-02-27 02:30:00,91.53,123.309,40.010999999999996,32.613 -2020-02-27 02:45:00,92.99,125.09700000000001,40.010999999999996,32.613 -2020-02-27 03:00:00,90.02,127.602,39.181,32.613 -2020-02-27 03:15:00,93.1,129.143,39.181,32.613 -2020-02-27 03:30:00,93.75,130.901,39.181,32.613 -2020-02-27 03:45:00,90.45,132.39600000000002,39.181,32.613 -2020-02-27 04:00:00,93.08,144.13299999999998,40.39,32.613 -2020-02-27 04:15:00,98.7,155.77700000000002,40.39,32.613 -2020-02-27 04:30:00,96.19,158.435,40.39,32.613 -2020-02-27 04:45:00,92.23,160.512,40.39,32.613 -2020-02-27 05:00:00,95.1,192.89700000000002,45.504,32.613 -2020-02-27 05:15:00,97.21,220.97400000000002,45.504,32.613 -2020-02-27 05:30:00,102.16,215.96099999999998,45.504,32.613 -2020-02-27 05:45:00,104.54,208.938,45.504,32.613 -2020-02-27 06:00:00,114.7,206.334,57.748000000000005,32.613 -2020-02-27 06:15:00,118.52,212.34400000000002,57.748000000000005,32.613 -2020-02-27 06:30:00,121.44,214.40099999999998,57.748000000000005,32.613 -2020-02-27 06:45:00,123.95,218.209,57.748000000000005,32.613 -2020-02-27 07:00:00,127.56,219.028,72.138,32.613 -2020-02-27 07:15:00,129.28,222.639,72.138,32.613 -2020-02-27 07:30:00,129.58,223.67,72.138,32.613 -2020-02-27 07:45:00,132.15,223.00799999999998,72.138,32.613 -2020-02-27 08:00:00,134.97,221.19,65.542,32.613 -2020-02-27 08:15:00,134.2,219.979,65.542,32.613 -2020-02-27 08:30:00,131.35,215.787,65.542,32.613 -2020-02-27 08:45:00,126.9,212.06,65.542,32.613 -2020-02-27 09:00:00,124.52,204.975,60.523,32.613 -2020-02-27 09:15:00,124.46,201.856,60.523,32.613 -2020-02-27 09:30:00,126.69,200.528,60.523,32.613 -2020-02-27 09:45:00,127.92,197.623,60.523,32.613 -2020-02-27 10:00:00,125.86,193.459,57.449,32.613 -2020-02-27 10:15:00,123.44,190.041,57.449,32.613 -2020-02-27 10:30:00,125.61,187.658,57.449,32.613 -2020-02-27 10:45:00,126.43,186.771,57.449,32.613 -2020-02-27 11:00:00,122.4,184.77200000000002,54.505,32.613 -2020-02-27 11:15:00,127.71,184.00900000000001,54.505,32.613 -2020-02-27 11:30:00,120.16,183.195,54.505,32.613 -2020-02-27 11:45:00,118.8,182.02900000000002,54.505,32.613 -2020-02-27 12:00:00,117.29,177.203,51.50899999999999,32.613 -2020-02-27 12:15:00,116.79,177.446,51.50899999999999,32.613 -2020-02-27 12:30:00,112.3,176.657,51.50899999999999,32.613 -2020-02-27 12:45:00,115.74,177.57299999999998,51.50899999999999,32.613 -2020-02-27 13:00:00,112.3,177.00599999999997,51.303999999999995,32.613 -2020-02-27 13:15:00,119.69,175.601,51.303999999999995,32.613 -2020-02-27 13:30:00,117.02,174.53799999999998,51.303999999999995,32.613 -2020-02-27 13:45:00,114.97,174.16,51.303999999999995,32.613 -2020-02-27 14:00:00,115.47,175.22400000000002,52.785,32.613 -2020-02-27 14:15:00,115.4,174.87900000000002,52.785,32.613 -2020-02-27 14:30:00,119.74,175.236,52.785,32.613 -2020-02-27 14:45:00,121.19,176.11900000000003,52.785,32.613 -2020-02-27 15:00:00,123.14,178.046,56.458999999999996,32.613 -2020-02-27 15:15:00,116.9,177.079,56.458999999999996,32.613 -2020-02-27 15:30:00,124.45,177.988,56.458999999999996,32.613 -2020-02-27 15:45:00,126.19,178.828,56.458999999999996,32.613 -2020-02-27 16:00:00,128.02,180.417,59.388000000000005,32.613 -2020-02-27 16:15:00,126.16,181.822,59.388000000000005,32.613 -2020-02-27 16:30:00,128.55,184.666,59.388000000000005,32.613 -2020-02-27 16:45:00,130.21,185.77599999999998,59.388000000000005,32.613 -2020-02-27 17:00:00,134.52,187.782,64.462,32.613 -2020-02-27 17:15:00,134.4,190.137,64.462,32.613 -2020-02-27 17:30:00,136.14,192.80200000000002,64.462,32.613 -2020-02-27 17:45:00,140.64,193.84400000000002,64.462,32.613 -2020-02-27 18:00:00,148.99,196.137,65.128,32.613 -2020-02-27 18:15:00,149.31,195.958,65.128,32.613 -2020-02-27 18:30:00,144.63,194.645,65.128,32.613 -2020-02-27 18:45:00,147.88,195.813,65.128,32.613 -2020-02-27 19:00:00,146.09,194.50400000000002,61.316,32.613 -2020-02-27 19:15:00,145.64,191.324,61.316,32.613 -2020-02-27 19:30:00,135.54,189.967,61.316,32.613 -2020-02-27 19:45:00,136.53,187.209,61.316,32.613 -2020-02-27 20:00:00,133.14,182.305,59.845,32.613 -2020-02-27 20:15:00,130.96,176.892,59.845,32.613 -2020-02-27 20:30:00,127.67,173.207,59.845,32.613 -2020-02-27 20:45:00,123.1,171.40099999999998,59.845,32.613 -2020-02-27 21:00:00,118.51,168.123,54.83,32.613 -2020-02-27 21:15:00,116.64,165.014,54.83,32.613 -2020-02-27 21:30:00,116.78,162.971,54.83,32.613 -2020-02-27 21:45:00,116.76,162.464,54.83,32.613 -2020-02-27 22:00:00,106.08,155.33,50.933,32.613 -2020-02-27 22:15:00,104.2,151.092,50.933,32.613 -2020-02-27 22:30:00,106.52,136.667,50.933,32.613 -2020-02-27 22:45:00,108.8,129.218,50.933,32.613 -2020-02-27 23:00:00,101.23,122.57600000000001,45.32899999999999,32.613 -2020-02-27 23:15:00,100.86,121.205,45.32899999999999,32.613 -2020-02-27 23:30:00,97.66,122.382,45.32899999999999,32.613 -2020-02-27 23:45:00,99.21,122.494,45.32899999999999,32.613 -2020-02-28 00:00:00,95.24,116.29,43.74,32.613 -2020-02-28 00:15:00,90.0,115.273,43.74,32.613 -2020-02-28 00:30:00,93.54,115.04799999999999,43.74,32.613 -2020-02-28 00:45:00,93.7,115.684,43.74,32.613 -2020-02-28 01:00:00,86.92,117.04,42.555,32.613 -2020-02-28 01:15:00,89.35,118.04700000000001,42.555,32.613 -2020-02-28 01:30:00,90.93,117.935,42.555,32.613 -2020-02-28 01:45:00,91.4,118.236,42.555,32.613 -2020-02-28 02:00:00,88.43,120.294,41.68600000000001,32.613 -2020-02-28 02:15:00,90.06,121.537,41.68600000000001,32.613 -2020-02-28 02:30:00,89.98,123.05,41.68600000000001,32.613 -2020-02-28 02:45:00,91.98,124.87200000000001,41.68600000000001,32.613 -2020-02-28 03:00:00,85.75,126.415,42.278999999999996,32.613 -2020-02-28 03:15:00,90.33,128.856,42.278999999999996,32.613 -2020-02-28 03:30:00,91.82,130.59,42.278999999999996,32.613 -2020-02-28 03:45:00,92.28,132.428,42.278999999999996,32.613 -2020-02-28 04:00:00,93.53,144.399,43.742,32.613 -2020-02-28 04:15:00,94.58,155.774,43.742,32.613 -2020-02-28 04:30:00,96.07,158.686,43.742,32.613 -2020-02-28 04:45:00,88.54,159.619,43.742,32.613 -2020-02-28 05:00:00,92.18,190.735,46.973,32.613 -2020-02-28 05:15:00,94.1,220.334,46.973,32.613 -2020-02-28 05:30:00,99.17,216.352,46.973,32.613 -2020-02-28 05:45:00,101.77,209.26,46.973,32.613 -2020-02-28 06:00:00,114.52,207.092,59.63399999999999,32.613 -2020-02-28 06:15:00,116.78,211.665,59.63399999999999,32.613 -2020-02-28 06:30:00,121.82,212.828,59.63399999999999,32.613 -2020-02-28 06:45:00,121.41,218.22,59.63399999999999,32.613 -2020-02-28 07:00:00,126.51,218.248,71.631,32.613 -2020-02-28 07:15:00,130.43,222.845,71.631,32.613 -2020-02-28 07:30:00,132.73,223.635,71.631,32.613 -2020-02-28 07:45:00,131.7,222.05599999999998,71.631,32.613 -2020-02-28 08:00:00,137.02,219.141,66.181,32.613 -2020-02-28 08:15:00,131.96,217.541,66.181,32.613 -2020-02-28 08:30:00,136.24,214.248,66.181,32.613 -2020-02-28 08:45:00,130.35,208.982,66.181,32.613 -2020-02-28 09:00:00,130.85,202.32,63.086000000000006,32.613 -2020-02-28 09:15:00,128.0,199.795,63.086000000000006,32.613 -2020-02-28 09:30:00,131.49,198.054,63.086000000000006,32.613 -2020-02-28 09:45:00,128.77,195.05700000000002,63.086000000000006,32.613 -2020-02-28 10:00:00,128.05,189.793,60.886,32.613 -2020-02-28 10:15:00,129.03,187.09,60.886,32.613 -2020-02-28 10:30:00,125.57,184.666,60.886,32.613 -2020-02-28 10:45:00,132.11,183.361,60.886,32.613 -2020-02-28 11:00:00,130.54,181.342,59.391000000000005,32.613 -2020-02-28 11:15:00,127.61,179.697,59.391000000000005,32.613 -2020-02-28 11:30:00,127.14,180.593,59.391000000000005,32.613 -2020-02-28 11:45:00,124.9,179.465,59.391000000000005,32.613 -2020-02-28 12:00:00,122.01,175.725,56.172,32.613 -2020-02-28 12:15:00,126.66,173.922,56.172,32.613 -2020-02-28 12:30:00,120.31,173.257,56.172,32.613 -2020-02-28 12:45:00,122.17,174.65400000000002,56.172,32.613 -2020-02-28 13:00:00,118.8,175.051,54.406000000000006,32.613 -2020-02-28 13:15:00,122.05,174.425,54.406000000000006,32.613 -2020-02-28 13:30:00,121.88,173.385,54.406000000000006,32.613 -2020-02-28 13:45:00,125.01,172.955,54.406000000000006,32.613 -2020-02-28 14:00:00,121.64,172.949,53.578,32.613 -2020-02-28 14:15:00,117.04,172.418,53.578,32.613 -2020-02-28 14:30:00,115.28,173.28900000000002,53.578,32.613 -2020-02-28 14:45:00,116.76,174.46099999999998,53.578,32.613 -2020-02-28 15:00:00,112.41,175.921,56.568999999999996,32.613 -2020-02-28 15:15:00,116.08,174.49099999999999,56.568999999999996,32.613 -2020-02-28 15:30:00,121.56,173.861,56.568999999999996,32.613 -2020-02-28 15:45:00,123.51,174.84599999999998,56.568999999999996,32.613 -2020-02-28 16:00:00,121.03,175.273,60.169,32.613 -2020-02-28 16:15:00,119.77,176.956,60.169,32.613 -2020-02-28 16:30:00,124.79,179.888,60.169,32.613 -2020-02-28 16:45:00,130.53,180.83700000000002,60.169,32.613 -2020-02-28 17:00:00,134.83,183.079,65.497,32.613 -2020-02-28 17:15:00,137.27,185.04,65.497,32.613 -2020-02-28 17:30:00,137.09,187.424,65.497,32.613 -2020-02-28 17:45:00,141.86,188.253,65.497,32.613 -2020-02-28 18:00:00,148.36,191.23,65.082,32.613 -2020-02-28 18:15:00,143.47,190.71599999999998,65.082,32.613 -2020-02-28 18:30:00,142.41,189.78599999999997,65.082,32.613 -2020-02-28 18:45:00,144.94,190.97799999999998,65.082,32.613 -2020-02-28 19:00:00,139.83,190.535,60.968,32.613 -2020-02-28 19:15:00,136.32,188.72099999999998,60.968,32.613 -2020-02-28 19:30:00,138.61,186.987,60.968,32.613 -2020-02-28 19:45:00,138.84,183.80200000000002,60.968,32.613 -2020-02-28 20:00:00,130.09,178.919,61.123000000000005,32.613 -2020-02-28 20:15:00,127.16,173.543,61.123000000000005,32.613 -2020-02-28 20:30:00,122.02,169.83,61.123000000000005,32.613 -2020-02-28 20:45:00,118.31,168.558,61.123000000000005,32.613 -2020-02-28 21:00:00,117.05,165.787,55.416000000000004,32.613 -2020-02-28 21:15:00,114.42,163.128,55.416000000000004,32.613 -2020-02-28 21:30:00,108.61,161.128,55.416000000000004,32.613 -2020-02-28 21:45:00,103.76,161.17600000000002,55.416000000000004,32.613 -2020-02-28 22:00:00,96.68,154.987,51.631,32.613 -2020-02-28 22:15:00,95.08,150.64,51.631,32.613 -2020-02-28 22:30:00,100.47,142.507,51.631,32.613 -2020-02-28 22:45:00,100.52,138.542,51.631,32.613 -2020-02-28 23:00:00,93.73,131.487,44.898,32.613 -2020-02-28 23:15:00,87.45,128.192,44.898,32.613 -2020-02-28 23:30:00,82.28,127.915,44.898,32.613 -2020-02-28 23:45:00,85.88,127.398,44.898,32.613 -2020-02-29 00:00:00,82.24,113.23700000000001,42.033,32.431999999999995 -2020-02-29 00:15:00,85.01,108.041,42.033,32.431999999999995 -2020-02-29 00:30:00,80.52,109.09299999999999,42.033,32.431999999999995 -2020-02-29 00:45:00,80.2,110.416,42.033,32.431999999999995 -2020-02-29 01:00:00,76.23,112.354,38.255,32.431999999999995 -2020-02-29 01:15:00,75.84,112.39200000000001,38.255,32.431999999999995 -2020-02-29 01:30:00,74.66,111.743,38.255,32.431999999999995 -2020-02-29 01:45:00,74.31,111.86,38.255,32.431999999999995 -2020-02-29 02:00:00,77.97,114.565,36.404,32.431999999999995 -2020-02-29 02:15:00,79.13,115.428,36.404,32.431999999999995 -2020-02-29 02:30:00,76.43,115.85600000000001,36.404,32.431999999999995 -2020-02-29 02:45:00,74.31,117.789,36.404,32.431999999999995 -2020-02-29 03:00:00,72.93,119.935,36.083,32.431999999999995 -2020-02-29 03:15:00,71.88,121.161,36.083,32.431999999999995 -2020-02-29 03:30:00,71.31,121.338,36.083,32.431999999999995 -2020-02-29 03:45:00,71.98,123.323,36.083,32.431999999999995 -2020-02-29 04:00:00,72.01,131.215,36.102,32.431999999999995 -2020-02-29 04:15:00,72.24,140.079,36.102,32.431999999999995 -2020-02-29 04:30:00,72.51,140.856,36.102,32.431999999999995 -2020-02-29 04:45:00,73.77,141.296,36.102,32.431999999999995 -2020-02-29 05:00:00,73.63,156.637,35.284,32.431999999999995 -2020-02-29 05:15:00,74.75,167.479,35.284,32.431999999999995 -2020-02-29 05:30:00,75.74,163.838,35.284,32.431999999999995 -2020-02-29 05:45:00,77.0,162.155,35.284,32.431999999999995 -2020-02-29 06:00:00,77.1,178.55700000000002,36.265,32.431999999999995 -2020-02-29 06:15:00,78.45,199.275,36.265,32.431999999999995 -2020-02-29 06:30:00,77.71,195.088,36.265,32.431999999999995 -2020-02-29 06:45:00,79.47,191.61700000000002,36.265,32.431999999999995 -2020-02-29 07:00:00,82.82,187.955,40.714,32.431999999999995 -2020-02-29 07:15:00,85.08,191.27,40.714,32.431999999999995 -2020-02-29 07:30:00,87.37,194.697,40.714,32.431999999999995 -2020-02-29 07:45:00,90.24,196.983,40.714,32.431999999999995 -2020-02-29 08:00:00,94.26,198.00400000000002,46.692,32.431999999999995 -2020-02-29 08:15:00,93.79,199.93099999999998,46.692,32.431999999999995 -2020-02-29 08:30:00,95.57,198.158,46.692,32.431999999999995 -2020-02-29 08:45:00,97.68,196.007,46.692,32.431999999999995 -2020-02-29 09:00:00,99.64,191.146,48.925,32.431999999999995 -2020-02-29 09:15:00,101.64,189.36700000000002,48.925,32.431999999999995 -2020-02-29 09:30:00,101.61,188.537,48.925,32.431999999999995 -2020-02-29 09:45:00,103.34,185.695,48.925,32.431999999999995 -2020-02-29 10:00:00,103.19,180.743,47.799,32.431999999999995 -2020-02-29 10:15:00,103.4,178.24599999999998,47.799,32.431999999999995 -2020-02-29 10:30:00,100.05,175.993,47.799,32.431999999999995 -2020-02-29 10:45:00,101.34,175.965,47.799,32.431999999999995 -2020-02-29 11:00:00,102.61,174.145,44.309,32.431999999999995 -2020-02-29 11:15:00,104.3,171.86900000000003,44.309,32.431999999999995 -2020-02-29 11:30:00,107.59,171.69299999999998,44.309,32.431999999999995 -2020-02-29 11:45:00,110.39,169.666,44.309,32.431999999999995 -2020-02-29 12:00:00,107.28,165.10299999999998,42.367,32.431999999999995 -2020-02-29 12:15:00,108.46,163.957,42.367,32.431999999999995 -2020-02-29 12:30:00,105.82,163.566,42.367,32.431999999999995 -2020-02-29 12:45:00,103.19,164.22799999999998,42.367,32.431999999999995 -2020-02-29 13:00:00,97.8,164.255,39.036,32.431999999999995 -2020-02-29 13:15:00,97.25,161.597,39.036,32.431999999999995 -2020-02-29 13:30:00,95.99,160.111,39.036,32.431999999999995 -2020-02-29 13:45:00,96.33,160.111,39.036,32.431999999999995 -2020-02-29 14:00:00,93.08,161.362,37.995,32.431999999999995 -2020-02-29 14:15:00,93.55,160.257,37.995,32.431999999999995 -2020-02-29 14:30:00,93.15,159.326,37.995,32.431999999999995 -2020-02-29 14:45:00,93.28,160.732,37.995,32.431999999999995 -2020-02-29 15:00:00,92.46,162.841,40.71,32.431999999999995 -2020-02-29 15:15:00,91.85,162.183,40.71,32.431999999999995 -2020-02-29 15:30:00,89.88,163.00799999999998,40.71,32.431999999999995 -2020-02-29 15:45:00,88.72,163.968,40.71,32.431999999999995 -2020-02-29 16:00:00,88.8,163.262,46.998000000000005,32.431999999999995 -2020-02-29 16:15:00,87.64,165.77700000000002,46.998000000000005,32.431999999999995 -2020-02-29 16:30:00,89.92,168.66400000000002,46.998000000000005,32.431999999999995 -2020-02-29 16:45:00,92.75,170.44299999999998,46.998000000000005,32.431999999999995 -2020-02-29 17:00:00,98.43,172.093,55.431000000000004,32.431999999999995 -2020-02-29 17:15:00,99.1,175.64,55.431000000000004,32.431999999999995 -2020-02-29 17:30:00,102.07,177.953,55.431000000000004,32.431999999999995 -2020-02-29 17:45:00,105.39,178.418,55.431000000000004,32.431999999999995 -2020-02-29 18:00:00,110.77,180.94299999999998,55.989,32.431999999999995 -2020-02-29 18:15:00,113.04,182.285,55.989,32.431999999999995 -2020-02-29 18:30:00,114.76,182.68,55.989,32.431999999999995 -2020-02-29 18:45:00,114.16,180.55700000000002,55.989,32.431999999999995 -2020-02-29 19:00:00,112.1,180.942,50.882,32.431999999999995 -2020-02-29 19:15:00,110.76,178.642,50.882,32.431999999999995 -2020-02-29 19:30:00,109.34,177.685,50.882,32.431999999999995 -2020-02-29 19:45:00,110.83,174.40099999999998,50.882,32.431999999999995 -2020-02-29 20:00:00,103.05,171.63400000000001,43.172,32.431999999999995 -2020-02-29 20:15:00,100.21,168.33700000000002,43.172,32.431999999999995 -2020-02-29 20:30:00,97.84,164.28599999999997,43.172,32.431999999999995 -2020-02-29 20:45:00,96.65,162.657,43.172,32.431999999999995 -2020-02-29 21:00:00,90.85,162.047,37.599000000000004,32.431999999999995 -2020-02-29 21:15:00,91.68,159.80200000000002,37.599000000000004,32.431999999999995 -2020-02-29 21:30:00,89.56,159.00799999999998,37.599000000000004,32.431999999999995 -2020-02-29 21:45:00,89.3,158.668,37.599000000000004,32.431999999999995 -2020-02-29 22:00:00,85.48,153.77700000000002,39.047,32.431999999999995 -2020-02-29 22:15:00,84.96,151.89,39.047,32.431999999999995 -2020-02-29 22:30:00,79.47,149.774,39.047,32.431999999999995 -2020-02-29 22:45:00,81.08,147.64600000000002,39.047,32.431999999999995 -2020-02-29 23:00:00,77.22,142.952,32.339,32.431999999999995 -2020-02-29 23:15:00,77.22,138.085,32.339,32.431999999999995 -2020-02-29 23:30:00,75.06,136.158,32.339,32.431999999999995 -2020-02-29 23:45:00,73.54,133.304,32.339,32.431999999999995 -2020-03-01 00:00:00,68.61,114.87200000000001,20.007,31.988000000000003 -2020-03-01 00:15:00,70.53,108.667,20.007,31.988000000000003 -2020-03-01 00:30:00,66.5,108.73299999999999,20.007,31.988000000000003 -2020-03-01 00:45:00,67.58,110.04899999999999,20.007,31.988000000000003 -2020-03-01 01:00:00,65.55,112.008,17.378,31.988000000000003 -2020-03-01 01:15:00,65.75,113.44200000000001,17.378,31.988000000000003 -2020-03-01 01:30:00,65.35,113.366,17.378,31.988000000000003 -2020-03-01 01:45:00,65.61,113.147,17.378,31.988000000000003 -2020-03-01 02:00:00,63.96,115.15,16.145,31.988000000000003 -2020-03-01 02:15:00,64.55,114.846,16.145,31.988000000000003 -2020-03-01 02:30:00,62.76,115.854,16.145,31.988000000000003 -2020-03-01 02:45:00,63.36,118.155,16.145,31.988000000000003 -2020-03-01 03:00:00,62.76,120.616,15.427999999999999,31.988000000000003 -2020-03-01 03:15:00,63.56,121.51,15.427999999999999,31.988000000000003 -2020-03-01 03:30:00,63.25,123.181,15.427999999999999,31.988000000000003 -2020-03-01 03:45:00,63.21,124.824,15.427999999999999,31.988000000000003 -2020-03-01 04:00:00,62.91,133.92700000000002,16.663,31.988000000000003 -2020-03-01 04:15:00,63.35,143.066,16.663,31.988000000000003 -2020-03-01 04:30:00,63.9,143.304,16.663,31.988000000000003 -2020-03-01 04:45:00,63.94,143.76,16.663,31.988000000000003 -2020-03-01 05:00:00,66.16,157.566,17.271,31.988000000000003 -2020-03-01 05:15:00,66.79,168.065,17.271,31.988000000000003 -2020-03-01 05:30:00,66.13,163.91,17.271,31.988000000000003 -2020-03-01 05:45:00,66.68,161.535,17.271,31.988000000000003 -2020-03-01 06:00:00,67.98,178.033,17.612000000000002,31.988000000000003 -2020-03-01 06:15:00,67.63,197.967,17.612000000000002,31.988000000000003 -2020-03-01 06:30:00,66.96,192.521,17.612000000000002,31.988000000000003 -2020-03-01 06:45:00,67.33,187.15599999999998,17.612000000000002,31.988000000000003 -2020-03-01 07:00:00,69.6,187.088,20.88,31.988000000000003 -2020-03-01 07:15:00,70.32,188.924,20.88,31.988000000000003 -2020-03-01 07:30:00,72.12,190.649,20.88,31.988000000000003 -2020-03-01 07:45:00,75.07,191.512,20.88,31.988000000000003 -2020-03-01 08:00:00,79.08,194.41400000000002,25.861,31.988000000000003 -2020-03-01 08:15:00,78.76,195.868,25.861,31.988000000000003 -2020-03-01 08:30:00,77.97,195.63400000000001,25.861,31.988000000000003 -2020-03-01 08:45:00,78.47,194.578,25.861,31.988000000000003 -2020-03-01 09:00:00,77.62,188.77599999999998,27.921999999999997,31.988000000000003 -2020-03-01 09:15:00,77.96,187.282,27.921999999999997,31.988000000000003 -2020-03-01 09:30:00,80.81,186.24200000000002,27.921999999999997,31.988000000000003 -2020-03-01 09:45:00,87.16,183.475,27.921999999999997,31.988000000000003 -2020-03-01 10:00:00,87.22,182.304,29.048000000000002,31.988000000000003 -2020-03-01 10:15:00,85.78,180.335,29.048000000000002,31.988000000000003 -2020-03-01 10:30:00,84.44,178.554,29.048000000000002,31.988000000000003 -2020-03-01 10:45:00,83.32,176.795,29.048000000000002,31.988000000000003 -2020-03-01 11:00:00,83.84,174.87900000000002,32.02,31.988000000000003 -2020-03-01 11:15:00,81.49,172.76,32.02,31.988000000000003 -2020-03-01 11:30:00,83.37,172.18400000000003,32.02,31.988000000000003 -2020-03-01 11:45:00,82.81,171.415,32.02,31.988000000000003 -2020-03-01 12:00:00,79.55,165.91400000000002,28.55,31.988000000000003 -2020-03-01 12:15:00,76.4,166.451,28.55,31.988000000000003 -2020-03-01 12:30:00,72.82,165.06900000000002,28.55,31.988000000000003 -2020-03-01 12:45:00,71.89,164.695,28.55,31.988000000000003 -2020-03-01 13:00:00,68.82,163.696,25.601999999999997,31.988000000000003 -2020-03-01 13:15:00,67.4,163.767,25.601999999999997,31.988000000000003 -2020-03-01 13:30:00,66.06,161.689,25.601999999999997,31.988000000000003 -2020-03-01 13:45:00,65.28,160.939,25.601999999999997,31.988000000000003 -2020-03-01 14:00:00,62.31,162.632,23.916999999999998,31.988000000000003 -2020-03-01 14:15:00,63.97,162.403,23.916999999999998,31.988000000000003 -2020-03-01 14:30:00,64.32,162.54399999999998,23.916999999999998,31.988000000000003 -2020-03-01 14:45:00,66.22,163.375,23.916999999999998,31.988000000000003 -2020-03-01 15:00:00,66.27,163.856,24.064,31.988000000000003 -2020-03-01 15:15:00,67.29,163.786,24.064,31.988000000000003 -2020-03-01 15:30:00,68.58,164.68200000000002,24.064,31.988000000000003 -2020-03-01 15:45:00,70.54,165.767,24.064,31.988000000000003 -2020-03-01 16:00:00,73.29,168.68,28.189,31.988000000000003 -2020-03-01 16:15:00,73.42,170.81400000000002,28.189,31.988000000000003 -2020-03-01 16:30:00,75.75,173.27599999999998,28.189,31.988000000000003 -2020-03-01 16:45:00,78.52,174.707,28.189,31.988000000000003 -2020-03-01 17:00:00,83.11,177.141,37.576,31.988000000000003 -2020-03-01 17:15:00,85.27,180.53900000000002,37.576,31.988000000000003 -2020-03-01 17:30:00,89.46,183.257,37.576,31.988000000000003 -2020-03-01 17:45:00,92.14,185.89,37.576,31.988000000000003 -2020-03-01 18:00:00,100.96,188.957,42.669,31.988000000000003 -2020-03-01 18:15:00,103.27,191.891,42.669,31.988000000000003 -2020-03-01 18:30:00,103.76,190.107,42.669,31.988000000000003 -2020-03-01 18:45:00,102.03,190.166,42.669,31.988000000000003 -2020-03-01 19:00:00,101.46,190.812,43.538999999999994,31.988000000000003 -2020-03-01 19:15:00,100.17,188.94400000000002,43.538999999999994,31.988000000000003 -2020-03-01 19:30:00,98.2,188.227,43.538999999999994,31.988000000000003 -2020-03-01 19:45:00,96.97,185.736,43.538999999999994,31.988000000000003 -2020-03-01 20:00:00,93.91,182.748,37.330999999999996,31.988000000000003 -2020-03-01 20:15:00,93.83,180.495,37.330999999999996,31.988000000000003 -2020-03-01 20:30:00,95.91,177.46200000000002,37.330999999999996,31.988000000000003 -2020-03-01 20:45:00,97.34,173.905,37.330999999999996,31.988000000000003 -2020-03-01 21:00:00,94.5,170.889,33.856,31.988000000000003 -2020-03-01 21:15:00,89.25,168.035,33.856,31.988000000000003 -2020-03-01 21:30:00,88.14,167.192,33.856,31.988000000000003 -2020-03-01 21:45:00,89.58,167.22400000000002,33.856,31.988000000000003 -2020-03-01 22:00:00,93.6,161.214,34.711999999999996,31.988000000000003 -2020-03-01 22:15:00,95.33,158.43200000000002,34.711999999999996,31.988000000000003 -2020-03-01 22:30:00,91.18,152.474,34.711999999999996,31.988000000000003 -2020-03-01 22:45:00,83.29,149.13299999999998,34.711999999999996,31.988000000000003 -2020-03-01 23:00:00,79.65,141.811,29.698,31.988000000000003 -2020-03-01 23:15:00,80.74,138.316,29.698,31.988000000000003 -2020-03-01 23:30:00,78.27,137.503,29.698,31.988000000000003 -2020-03-01 23:45:00,78.56,135.459,29.698,31.988000000000003 -2020-03-02 00:00:00,73.51,118.774,29.983,32.166 -2020-03-02 00:15:00,74.57,115.516,29.983,32.166 -2020-03-02 00:30:00,75.5,115.632,29.983,32.166 -2020-03-02 00:45:00,73.67,116.381,29.983,32.166 -2020-03-02 01:00:00,70.05,118.355,29.122,32.166 -2020-03-02 01:15:00,71.82,119.274,29.122,32.166 -2020-03-02 01:30:00,71.29,119.28299999999999,29.122,32.166 -2020-03-02 01:45:00,72.24,119.164,29.122,32.166 -2020-03-02 02:00:00,70.05,121.193,28.676,32.166 -2020-03-02 02:15:00,71.47,122.126,28.676,32.166 -2020-03-02 02:30:00,70.78,123.491,28.676,32.166 -2020-03-02 02:45:00,71.48,125.18299999999999,28.676,32.166 -2020-03-02 03:00:00,72.12,128.914,26.552,32.166 -2020-03-02 03:15:00,72.82,131.45600000000002,26.552,32.166 -2020-03-02 03:30:00,79.44,132.96200000000002,26.552,32.166 -2020-03-02 03:45:00,81.71,134.03,26.552,32.166 -2020-03-02 04:00:00,82.58,147.67700000000002,27.44,32.166 -2020-03-02 04:15:00,77.82,161.142,27.44,32.166 -2020-03-02 04:30:00,78.23,163.398,27.44,32.166 -2020-03-02 04:45:00,79.38,164.046,27.44,32.166 -2020-03-02 05:00:00,83.72,193.69400000000002,36.825,32.166 -2020-03-02 05:15:00,86.57,224.705,36.825,32.166 -2020-03-02 05:30:00,91.53,220.55200000000002,36.825,32.166 -2020-03-02 05:45:00,96.44,212.40900000000002,36.825,32.166 -2020-03-02 06:00:00,105.65,210.571,56.589,32.166 -2020-03-02 06:15:00,110.56,215.197,56.589,32.166 -2020-03-02 06:30:00,114.34,217.84599999999998,56.589,32.166 -2020-03-02 06:45:00,116.99,221.528,56.589,32.166 -2020-03-02 07:00:00,121.98,223.831,67.49,32.166 -2020-03-02 07:15:00,122.83,227.138,67.49,32.166 -2020-03-02 07:30:00,126.26,227.96599999999998,67.49,32.166 -2020-03-02 07:45:00,128.48,226.40400000000002,67.49,32.166 -2020-03-02 08:00:00,132.44,224.445,60.028,32.166 -2020-03-02 08:15:00,131.31,223.685,60.028,32.166 -2020-03-02 08:30:00,130.5,219.38,60.028,32.166 -2020-03-02 08:45:00,131.43,215.199,60.028,32.166 -2020-03-02 09:00:00,130.52,208.362,55.018,32.166 -2020-03-02 09:15:00,130.5,203.305,55.018,32.166 -2020-03-02 09:30:00,131.0,201.21099999999998,55.018,32.166 -2020-03-02 09:45:00,131.43,198.43,55.018,32.166 -2020-03-02 10:00:00,129.42,196.28799999999998,51.183,32.166 -2020-03-02 10:15:00,130.46,194.028,51.183,32.166 -2020-03-02 10:30:00,130.39,191.372,51.183,32.166 -2020-03-02 10:45:00,130.17,190.128,51.183,32.166 -2020-03-02 11:00:00,128.8,185.782,50.065,32.166 -2020-03-02 11:15:00,130.97,185.44099999999997,50.065,32.166 -2020-03-02 11:30:00,128.5,186.283,50.065,32.166 -2020-03-02 11:45:00,124.59,185.206,50.065,32.166 -2020-03-02 12:00:00,122.07,181.143,48.141999999999996,32.166 -2020-03-02 12:15:00,122.75,181.709,48.141999999999996,32.166 -2020-03-02 12:30:00,118.19,180.388,48.141999999999996,32.166 -2020-03-02 12:45:00,115.54,181.465,48.141999999999996,32.166 -2020-03-02 13:00:00,116.29,181.18,47.887,32.166 -2020-03-02 13:15:00,111.2,179.791,47.887,32.166 -2020-03-02 13:30:00,110.44,177.218,47.887,32.166 -2020-03-02 13:45:00,110.06,176.62,47.887,32.166 -2020-03-02 14:00:00,109.1,177.69,48.571000000000005,32.166 -2020-03-02 14:15:00,110.15,176.90200000000002,48.571000000000005,32.166 -2020-03-02 14:30:00,109.82,176.476,48.571000000000005,32.166 -2020-03-02 14:45:00,112.38,177.563,48.571000000000005,32.166 -2020-03-02 15:00:00,111.64,179.74599999999998,49.937,32.166 -2020-03-02 15:15:00,113.26,178.19299999999998,49.937,32.166 -2020-03-02 15:30:00,112.72,178.34599999999998,49.937,32.166 -2020-03-02 15:45:00,112.81,178.925,49.937,32.166 -2020-03-02 16:00:00,116.61,182.183,52.963,32.166 -2020-03-02 16:15:00,115.99,183.57299999999998,52.963,32.166 -2020-03-02 16:30:00,117.48,185.021,52.963,32.166 -2020-03-02 16:45:00,119.0,185.275,52.963,32.166 -2020-03-02 17:00:00,121.05,187.44,61.163999999999994,32.166 -2020-03-02 17:15:00,122.51,189.97299999999998,61.163999999999994,32.166 -2020-03-02 17:30:00,125.34,192.14,61.163999999999994,32.166 -2020-03-02 17:45:00,127.45,193.295,61.163999999999994,32.166 -2020-03-02 18:00:00,135.41,196.68599999999998,63.788999999999994,32.166 -2020-03-02 18:15:00,136.15,197.328,63.788999999999994,32.166 -2020-03-02 18:30:00,135.28,196.08900000000003,63.788999999999994,32.166 -2020-03-02 18:45:00,134.36,197.226,63.788999999999994,32.166 -2020-03-02 19:00:00,134.74,196.25,63.913000000000004,32.166 -2020-03-02 19:15:00,130.7,193.407,63.913000000000004,32.166 -2020-03-02 19:30:00,131.09,193.16099999999997,63.913000000000004,32.166 -2020-03-02 19:45:00,129.93,189.833,63.913000000000004,32.166 -2020-03-02 20:00:00,119.75,184.363,65.44,32.166 -2020-03-02 20:15:00,118.41,179.88299999999998,65.44,32.166 -2020-03-02 20:30:00,115.33,175.128,65.44,32.166 -2020-03-02 20:45:00,114.14,173.17700000000002,65.44,32.166 -2020-03-02 21:00:00,109.07,170.59400000000002,59.117,32.166 -2020-03-02 21:15:00,111.01,166.644,59.117,32.166 -2020-03-02 21:30:00,109.45,165.047,59.117,32.166 -2020-03-02 21:45:00,107.16,164.585,59.117,32.166 -2020-03-02 22:00:00,100.92,155.52,52.301,32.166 -2020-03-02 22:15:00,97.41,151.71,52.301,32.166 -2020-03-02 22:30:00,99.9,135.923,52.301,32.166 -2020-03-02 22:45:00,100.06,127.88600000000001,52.301,32.166 -2020-03-02 23:00:00,94.69,121.306,44.373000000000005,32.166 -2020-03-02 23:15:00,88.97,120.22200000000001,44.373000000000005,32.166 -2020-03-02 23:30:00,89.49,122.09700000000001,44.373000000000005,32.166 -2020-03-02 23:45:00,90.65,122.587,44.373000000000005,32.166 -2020-03-03 00:00:00,87.69,117.507,44.647,32.166 -2020-03-03 00:15:00,84.07,115.73299999999999,44.647,32.166 -2020-03-03 00:30:00,82.45,115.021,44.647,32.166 -2020-03-03 00:45:00,85.5,114.936,44.647,32.166 -2020-03-03 01:00:00,80.31,116.613,41.433,32.166 -2020-03-03 01:15:00,82.7,117.10600000000001,41.433,32.166 -2020-03-03 01:30:00,78.1,117.24600000000001,41.433,32.166 -2020-03-03 01:45:00,76.78,117.35700000000001,41.433,32.166 -2020-03-03 02:00:00,76.01,119.30799999999999,39.909,32.166 -2020-03-03 02:15:00,76.06,120.281,39.909,32.166 -2020-03-03 02:30:00,76.62,121.045,39.909,32.166 -2020-03-03 02:45:00,81.97,122.792,39.909,32.166 -2020-03-03 03:00:00,84.87,125.315,39.14,32.166 -2020-03-03 03:15:00,86.31,127.15700000000001,39.14,32.166 -2020-03-03 03:30:00,84.73,129.112,39.14,32.166 -2020-03-03 03:45:00,85.5,130.22899999999998,39.14,32.166 -2020-03-03 04:00:00,87.66,143.525,40.015,32.166 -2020-03-03 04:15:00,81.89,156.649,40.015,32.166 -2020-03-03 04:30:00,83.96,158.612,40.015,32.166 -2020-03-03 04:45:00,89.14,160.464,40.015,32.166 -2020-03-03 05:00:00,95.89,195.05900000000003,44.93600000000001,32.166 -2020-03-03 05:15:00,98.73,225.97400000000002,44.93600000000001,32.166 -2020-03-03 05:30:00,97.84,220.359,44.93600000000001,32.166 -2020-03-03 05:45:00,100.51,212.12900000000002,44.93600000000001,32.166 -2020-03-03 06:00:00,109.28,209.315,57.271,32.166 -2020-03-03 06:15:00,112.89,215.521,57.271,32.166 -2020-03-03 06:30:00,115.24,217.46900000000002,57.271,32.166 -2020-03-03 06:45:00,116.92,220.65599999999998,57.271,32.166 -2020-03-03 07:00:00,122.15,222.825,68.352,32.166 -2020-03-03 07:15:00,122.86,225.91299999999998,68.352,32.166 -2020-03-03 07:30:00,126.57,226.18099999999998,68.352,32.166 -2020-03-03 07:45:00,127.79,224.65400000000002,68.352,32.166 -2020-03-03 08:00:00,131.05,222.767,60.717,32.166 -2020-03-03 08:15:00,131.16,220.958,60.717,32.166 -2020-03-03 08:30:00,135.43,216.447,60.717,32.166 -2020-03-03 08:45:00,132.45,211.908,60.717,32.166 -2020-03-03 09:00:00,132.71,204.32299999999998,54.603,32.166 -2020-03-03 09:15:00,132.5,200.79,54.603,32.166 -2020-03-03 09:30:00,134.11,199.454,54.603,32.166 -2020-03-03 09:45:00,133.41,196.642,54.603,32.166 -2020-03-03 10:00:00,133.09,193.778,52.308,32.166 -2020-03-03 10:15:00,132.43,190.52200000000002,52.308,32.166 -2020-03-03 10:30:00,133.18,188.062,52.308,32.166 -2020-03-03 10:45:00,133.76,187.234,52.308,32.166 -2020-03-03 11:00:00,132.89,184.308,51.838,32.166 -2020-03-03 11:15:00,134.16,183.71599999999998,51.838,32.166 -2020-03-03 11:30:00,133.77,183.303,51.838,32.166 -2020-03-03 11:45:00,134.04,182.864,51.838,32.166 -2020-03-03 12:00:00,134.11,177.479,50.375,32.166 -2020-03-03 12:15:00,134.12,177.7,50.375,32.166 -2020-03-03 12:30:00,134.26,177.143,50.375,32.166 -2020-03-03 12:45:00,136.24,178.02,50.375,32.166 -2020-03-03 13:00:00,132.14,177.34099999999998,50.735,32.166 -2020-03-03 13:15:00,140.28,175.817,50.735,32.166 -2020-03-03 13:30:00,140.27,174.355,50.735,32.166 -2020-03-03 13:45:00,138.43,173.81900000000002,50.735,32.166 -2020-03-03 14:00:00,134.59,175.283,50.946000000000005,32.166 -2020-03-03 14:15:00,133.48,174.597,50.946000000000005,32.166 -2020-03-03 14:30:00,134.65,174.787,50.946000000000005,32.166 -2020-03-03 14:45:00,139.12,175.71,50.946000000000005,32.166 -2020-03-03 15:00:00,138.89,177.46400000000003,53.18,32.166 -2020-03-03 15:15:00,136.59,176.313,53.18,32.166 -2020-03-03 15:30:00,133.42,176.609,53.18,32.166 -2020-03-03 15:45:00,137.07,176.822,53.18,32.166 -2020-03-03 16:00:00,138.31,180.324,54.928999999999995,32.166 -2020-03-03 16:15:00,137.5,182.165,54.928999999999995,32.166 -2020-03-03 16:30:00,135.91,184.196,54.928999999999995,32.166 -2020-03-03 16:45:00,136.81,184.774,54.928999999999995,32.166 -2020-03-03 17:00:00,138.14,187.50099999999998,60.913000000000004,32.166 -2020-03-03 17:15:00,138.47,190.11700000000002,60.913000000000004,32.166 -2020-03-03 17:30:00,137.24,192.908,60.913000000000004,32.166 -2020-03-03 17:45:00,134.06,193.915,60.913000000000004,32.166 -2020-03-03 18:00:00,143.82,197.111,62.214,32.166 -2020-03-03 18:15:00,146.3,197.49,62.214,32.166 -2020-03-03 18:30:00,146.08,195.918,62.214,32.166 -2020-03-03 18:45:00,142.83,197.834,62.214,32.166 -2020-03-03 19:00:00,139.19,196.77599999999998,62.38,32.166 -2020-03-03 19:15:00,140.37,193.695,62.38,32.166 -2020-03-03 19:30:00,138.01,192.799,62.38,32.166 -2020-03-03 19:45:00,138.66,189.58599999999998,62.38,32.166 -2020-03-03 20:00:00,130.23,184.28,65.018,32.166 -2020-03-03 20:15:00,123.06,179.03400000000002,65.018,32.166 -2020-03-03 20:30:00,123.81,175.297,65.018,32.166 -2020-03-03 20:45:00,121.62,172.838,65.018,32.166 -2020-03-03 21:00:00,117.63,169.65599999999998,56.416000000000004,32.166 -2020-03-03 21:15:00,108.75,166.425,56.416000000000004,32.166 -2020-03-03 21:30:00,108.4,164.136,56.416000000000004,32.166 -2020-03-03 21:45:00,110.03,163.938,56.416000000000004,32.166 -2020-03-03 22:00:00,107.4,156.55,52.846000000000004,32.166 -2020-03-03 22:15:00,105.11,152.477,52.846000000000004,32.166 -2020-03-03 22:30:00,98.01,136.759,52.846000000000004,32.166 -2020-03-03 22:45:00,100.15,128.994,52.846000000000004,32.166 -2020-03-03 23:00:00,96.08,122.352,44.435,32.166 -2020-03-03 23:15:00,96.98,120.572,44.435,32.166 -2020-03-03 23:30:00,89.43,122.104,44.435,32.166 -2020-03-03 23:45:00,87.12,122.21,44.435,32.166 -2020-03-04 00:00:00,83.92,117.189,42.527,32.166 -2020-03-04 00:15:00,81.31,115.42299999999999,42.527,32.166 -2020-03-04 00:30:00,85.2,114.69200000000001,42.527,32.166 -2020-03-04 00:45:00,87.61,114.60600000000001,42.527,32.166 -2020-03-04 01:00:00,83.3,116.243,38.655,32.166 -2020-03-04 01:15:00,83.96,116.72,38.655,32.166 -2020-03-04 01:30:00,76.44,116.84299999999999,38.655,32.166 -2020-03-04 01:45:00,77.77,116.96,38.655,32.166 -2020-03-04 02:00:00,77.27,118.90100000000001,36.912,32.166 -2020-03-04 02:15:00,79.12,119.867,36.912,32.166 -2020-03-04 02:30:00,84.05,120.65,36.912,32.166 -2020-03-04 02:45:00,84.7,122.397,36.912,32.166 -2020-03-04 03:00:00,84.41,124.934,36.98,32.166 -2020-03-04 03:15:00,86.26,126.76,36.98,32.166 -2020-03-04 03:30:00,87.42,128.709,36.98,32.166 -2020-03-04 03:45:00,87.57,129.838,36.98,32.166 -2020-03-04 04:00:00,83.7,143.138,38.052,32.166 -2020-03-04 04:15:00,88.51,156.252,38.052,32.166 -2020-03-04 04:30:00,91.89,158.232,38.052,32.166 -2020-03-04 04:45:00,93.1,160.07,38.052,32.166 -2020-03-04 05:00:00,91.47,194.645,42.455,32.166 -2020-03-04 05:15:00,91.38,225.574,42.455,32.166 -2020-03-04 05:30:00,94.97,219.925,42.455,32.166 -2020-03-04 05:45:00,95.93,211.703,42.455,32.166 -2020-03-04 06:00:00,106.42,208.898,57.986000000000004,32.166 -2020-03-04 06:15:00,112.03,215.11,57.986000000000004,32.166 -2020-03-04 06:30:00,114.0,217.014,57.986000000000004,32.166 -2020-03-04 06:45:00,116.7,220.18200000000002,57.986000000000004,32.166 -2020-03-04 07:00:00,122.52,222.373,71.868,32.166 -2020-03-04 07:15:00,122.72,225.428,71.868,32.166 -2020-03-04 07:30:00,125.92,225.655,71.868,32.166 -2020-03-04 07:45:00,128.12,224.088,71.868,32.166 -2020-03-04 08:00:00,130.83,222.176,62.225,32.166 -2020-03-04 08:15:00,130.93,220.354,62.225,32.166 -2020-03-04 08:30:00,131.84,215.78599999999997,62.225,32.166 -2020-03-04 08:45:00,131.99,211.262,62.225,32.166 -2020-03-04 09:00:00,133.12,203.688,58.802,32.166 -2020-03-04 09:15:00,134.1,200.15599999999998,58.802,32.166 -2020-03-04 09:30:00,135.91,198.843,58.802,32.166 -2020-03-04 09:45:00,136.01,196.042,58.802,32.166 -2020-03-04 10:00:00,135.9,193.19299999999998,54.122,32.166 -2020-03-04 10:15:00,137.47,189.97799999999998,54.122,32.166 -2020-03-04 10:30:00,136.84,187.53799999999998,54.122,32.166 -2020-03-04 10:45:00,137.85,186.72799999999998,54.122,32.166 -2020-03-04 11:00:00,137.84,183.793,54.368,32.166 -2020-03-04 11:15:00,140.09,183.22099999999998,54.368,32.166 -2020-03-04 11:30:00,140.75,182.81599999999997,54.368,32.166 -2020-03-04 11:45:00,141.22,182.395,54.368,32.166 -2020-03-04 12:00:00,138.17,177.02900000000002,52.74,32.166 -2020-03-04 12:15:00,140.05,177.263,52.74,32.166 -2020-03-04 12:30:00,136.13,176.671,52.74,32.166 -2020-03-04 12:45:00,137.21,177.545,52.74,32.166 -2020-03-04 13:00:00,141.05,176.90599999999998,52.544,32.166 -2020-03-04 13:15:00,139.87,175.361,52.544,32.166 -2020-03-04 13:30:00,125.18,173.886,52.544,32.166 -2020-03-04 13:45:00,130.05,173.352,52.544,32.166 -2020-03-04 14:00:00,125.22,174.88400000000001,53.602,32.166 -2020-03-04 14:15:00,123.48,174.174,53.602,32.166 -2020-03-04 14:30:00,126.37,174.335,53.602,32.166 -2020-03-04 14:45:00,123.47,175.268,53.602,32.166 -2020-03-04 15:00:00,121.69,177.032,55.59,32.166 -2020-03-04 15:15:00,118.75,175.852,55.59,32.166 -2020-03-04 15:30:00,116.12,176.09900000000002,55.59,32.166 -2020-03-04 15:45:00,120.18,176.293,55.59,32.166 -2020-03-04 16:00:00,123.92,179.798,57.586999999999996,32.166 -2020-03-04 16:15:00,124.85,181.62099999999998,57.586999999999996,32.166 -2020-03-04 16:30:00,120.88,183.65099999999998,57.586999999999996,32.166 -2020-03-04 16:45:00,124.56,184.18900000000002,57.586999999999996,32.166 -2020-03-04 17:00:00,128.84,186.928,62.111999999999995,32.166 -2020-03-04 17:15:00,130.98,189.553,62.111999999999995,32.166 -2020-03-04 17:30:00,131.7,192.36900000000003,62.111999999999995,32.166 -2020-03-04 17:45:00,131.94,193.391,62.111999999999995,32.166 -2020-03-04 18:00:00,138.98,196.595,64.605,32.166 -2020-03-04 18:15:00,143.1,197.04,64.605,32.166 -2020-03-04 18:30:00,145.58,195.46400000000003,64.605,32.166 -2020-03-04 18:45:00,139.57,197.40099999999998,64.605,32.166 -2020-03-04 19:00:00,139.2,196.305,65.55199999999999,32.166 -2020-03-04 19:15:00,137.12,193.24200000000002,65.55199999999999,32.166 -2020-03-04 19:30:00,134.82,192.373,65.55199999999999,32.166 -2020-03-04 19:45:00,128.94,189.204,65.55199999999999,32.166 -2020-03-04 20:00:00,125.39,183.868,66.778,32.166 -2020-03-04 20:15:00,122.78,178.637,66.778,32.166 -2020-03-04 20:30:00,118.75,174.926,66.778,32.166 -2020-03-04 20:45:00,115.74,172.472,66.778,32.166 -2020-03-04 21:00:00,113.84,169.278,56.103,32.166 -2020-03-04 21:15:00,111.66,166.042,56.103,32.166 -2020-03-04 21:30:00,107.31,163.753,56.103,32.166 -2020-03-04 21:45:00,108.44,163.576,56.103,32.166 -2020-03-04 22:00:00,103.17,156.173,51.371,32.166 -2020-03-04 22:15:00,102.87,152.128,51.371,32.166 -2020-03-04 22:30:00,93.83,136.359,51.371,32.166 -2020-03-04 22:45:00,94.61,128.59799999999998,51.371,32.166 -2020-03-04 23:00:00,93.52,121.95,42.798,32.166 -2020-03-04 23:15:00,93.24,120.189,42.798,32.166 -2020-03-04 23:30:00,86.27,121.729,42.798,32.166 -2020-03-04 23:45:00,85.18,121.86,42.798,32.166 -2020-03-05 00:00:00,79.97,116.865,39.069,32.166 -2020-03-05 00:15:00,84.04,115.10700000000001,39.069,32.166 -2020-03-05 00:30:00,86.08,114.35799999999999,39.069,32.166 -2020-03-05 00:45:00,83.85,114.272,39.069,32.166 -2020-03-05 01:00:00,75.83,115.867,37.043,32.166 -2020-03-05 01:15:00,75.46,116.329,37.043,32.166 -2020-03-05 01:30:00,75.14,116.435,37.043,32.166 -2020-03-05 01:45:00,77.65,116.557,37.043,32.166 -2020-03-05 02:00:00,79.69,118.488,34.625,32.166 -2020-03-05 02:15:00,80.69,119.448,34.625,32.166 -2020-03-05 02:30:00,78.05,120.249,34.625,32.166 -2020-03-05 02:45:00,76.94,121.99700000000001,34.625,32.166 -2020-03-05 03:00:00,77.22,124.545,33.812,32.166 -2020-03-05 03:15:00,82.54,126.35600000000001,33.812,32.166 -2020-03-05 03:30:00,83.02,128.299,33.812,32.166 -2020-03-05 03:45:00,80.83,129.442,33.812,32.166 -2020-03-05 04:00:00,78.0,142.746,35.236999999999995,32.166 -2020-03-05 04:15:00,80.68,155.84799999999998,35.236999999999995,32.166 -2020-03-05 04:30:00,86.04,157.845,35.236999999999995,32.166 -2020-03-05 04:45:00,87.84,159.67,35.236999999999995,32.166 -2020-03-05 05:00:00,88.83,194.22299999999998,40.375,32.166 -2020-03-05 05:15:00,87.34,225.169,40.375,32.166 -2020-03-05 05:30:00,90.9,219.488,40.375,32.166 -2020-03-05 05:45:00,95.15,211.271,40.375,32.166 -2020-03-05 06:00:00,105.43,208.47400000000002,52.316,32.166 -2020-03-05 06:15:00,108.76,214.69299999999998,52.316,32.166 -2020-03-05 06:30:00,115.44,216.55200000000002,52.316,32.166 -2020-03-05 06:45:00,115.49,219.701,52.316,32.166 -2020-03-05 07:00:00,122.69,221.91299999999998,64.115,32.166 -2020-03-05 07:15:00,123.41,224.935,64.115,32.166 -2020-03-05 07:30:00,125.69,225.12099999999998,64.115,32.166 -2020-03-05 07:45:00,128.28,223.512,64.115,32.166 -2020-03-05 08:00:00,131.57,221.575,55.033,32.166 -2020-03-05 08:15:00,127.69,219.74099999999999,55.033,32.166 -2020-03-05 08:30:00,127.62,215.11599999999999,55.033,32.166 -2020-03-05 08:45:00,124.84,210.609,55.033,32.166 -2020-03-05 09:00:00,122.67,203.046,49.411,32.166 -2020-03-05 09:15:00,118.75,199.516,49.411,32.166 -2020-03-05 09:30:00,118.32,198.22400000000002,49.411,32.166 -2020-03-05 09:45:00,118.04,195.43599999999998,49.411,32.166 -2020-03-05 10:00:00,117.58,192.6,45.82899999999999,32.166 -2020-03-05 10:15:00,119.95,189.429,45.82899999999999,32.166 -2020-03-05 10:30:00,123.89,187.00799999999998,45.82899999999999,32.166 -2020-03-05 10:45:00,127.92,186.218,45.82899999999999,32.166 -2020-03-05 11:00:00,124.66,183.275,44.333,32.166 -2020-03-05 11:15:00,129.25,182.722,44.333,32.166 -2020-03-05 11:30:00,117.7,182.325,44.333,32.166 -2020-03-05 11:45:00,115.76,181.92,44.333,32.166 -2020-03-05 12:00:00,113.86,176.574,42.95,32.166 -2020-03-05 12:15:00,115.98,176.822,42.95,32.166 -2020-03-05 12:30:00,123.05,176.19299999999998,42.95,32.166 -2020-03-05 12:45:00,119.31,177.06400000000002,42.95,32.166 -2020-03-05 13:00:00,116.22,176.468,42.489,32.166 -2020-03-05 13:15:00,117.03,174.90099999999998,42.489,32.166 -2020-03-05 13:30:00,114.34,173.41299999999998,42.489,32.166 -2020-03-05 13:45:00,112.98,172.882,42.489,32.166 -2020-03-05 14:00:00,120.48,174.481,43.448,32.166 -2020-03-05 14:15:00,125.43,173.747,43.448,32.166 -2020-03-05 14:30:00,124.36,173.87900000000002,43.448,32.166 -2020-03-05 14:45:00,124.56,174.821,43.448,32.166 -2020-03-05 15:00:00,120.75,176.59599999999998,45.994,32.166 -2020-03-05 15:15:00,117.53,175.38400000000001,45.994,32.166 -2020-03-05 15:30:00,125.28,175.582,45.994,32.166 -2020-03-05 15:45:00,123.67,175.75900000000001,45.994,32.166 -2020-03-05 16:00:00,124.31,179.269,48.167,32.166 -2020-03-05 16:15:00,121.46,181.071,48.167,32.166 -2020-03-05 16:30:00,123.02,183.101,48.167,32.166 -2020-03-05 16:45:00,120.81,183.59900000000002,48.167,32.166 -2020-03-05 17:00:00,126.49,186.34900000000002,52.637,32.166 -2020-03-05 17:15:00,122.58,188.981,52.637,32.166 -2020-03-05 17:30:00,129.9,191.82299999999998,52.637,32.166 -2020-03-05 17:45:00,131.12,192.859,52.637,32.166 -2020-03-05 18:00:00,136.47,196.07,55.739,32.166 -2020-03-05 18:15:00,136.58,196.582,55.739,32.166 -2020-03-05 18:30:00,142.41,195.00400000000002,55.739,32.166 -2020-03-05 18:45:00,143.42,196.96200000000002,55.739,32.166 -2020-03-05 19:00:00,139.76,195.826,56.36600000000001,32.166 -2020-03-05 19:15:00,135.79,192.78099999999998,56.36600000000001,32.166 -2020-03-05 19:30:00,135.89,191.94099999999997,56.36600000000001,32.166 -2020-03-05 19:45:00,135.03,188.817,56.36600000000001,32.166 -2020-03-05 20:00:00,127.56,183.449,56.338,32.166 -2020-03-05 20:15:00,124.1,178.235,56.338,32.166 -2020-03-05 20:30:00,121.73,174.549,56.338,32.166 -2020-03-05 20:45:00,117.92,172.1,56.338,32.166 -2020-03-05 21:00:00,109.2,168.894,49.894,32.166 -2020-03-05 21:15:00,112.76,165.65400000000002,49.894,32.166 -2020-03-05 21:30:00,110.85,163.363,49.894,32.166 -2020-03-05 21:45:00,109.7,163.209,49.894,32.166 -2020-03-05 22:00:00,101.13,155.79,46.687,32.166 -2020-03-05 22:15:00,103.31,151.773,46.687,32.166 -2020-03-05 22:30:00,97.08,135.952,46.687,32.166 -2020-03-05 22:45:00,93.57,128.194,46.687,32.166 -2020-03-05 23:00:00,85.09,121.542,39.211,32.166 -2020-03-05 23:15:00,84.64,119.8,39.211,32.166 -2020-03-05 23:30:00,87.76,121.34700000000001,39.211,32.166 -2020-03-05 23:45:00,89.95,121.505,39.211,32.166 -2020-03-06 00:00:00,84.63,115.272,36.616,32.166 -2020-03-06 00:15:00,80.02,113.741,36.616,32.166 -2020-03-06 00:30:00,78.58,112.88,36.616,32.166 -2020-03-06 00:45:00,79.97,112.955,36.616,32.166 -2020-03-06 01:00:00,81.81,114.15899999999999,33.799,32.166 -2020-03-06 01:15:00,83.15,115.40899999999999,33.799,32.166 -2020-03-06 01:30:00,81.42,115.375,33.799,32.166 -2020-03-06 01:45:00,77.29,115.573,33.799,32.166 -2020-03-06 02:00:00,77.39,117.697,32.968,32.166 -2020-03-06 02:15:00,82.75,118.53200000000001,32.968,32.166 -2020-03-06 02:30:00,81.3,119.965,32.968,32.166 -2020-03-06 02:45:00,79.68,121.664,32.968,32.166 -2020-03-06 03:00:00,75.05,123.374,33.533,32.166 -2020-03-06 03:15:00,80.07,125.906,33.533,32.166 -2020-03-06 03:30:00,83.67,127.795,33.533,32.166 -2020-03-06 03:45:00,79.45,129.38,33.533,32.166 -2020-03-06 04:00:00,79.38,142.92700000000002,36.102,32.166 -2020-03-06 04:15:00,84.68,155.572,36.102,32.166 -2020-03-06 04:30:00,86.79,157.934,36.102,32.166 -2020-03-06 04:45:00,89.75,158.566,36.102,32.166 -2020-03-06 05:00:00,92.61,191.81799999999998,42.423,32.166 -2020-03-06 05:15:00,88.55,224.35,42.423,32.166 -2020-03-06 05:30:00,92.57,219.692,42.423,32.166 -2020-03-06 05:45:00,95.18,211.36,42.423,32.166 -2020-03-06 06:00:00,105.52,209.019,55.38,32.166 -2020-03-06 06:15:00,109.46,213.859,55.38,32.166 -2020-03-06 06:30:00,110.06,214.83900000000003,55.38,32.166 -2020-03-06 06:45:00,112.44,219.50599999999997,55.38,32.166 -2020-03-06 07:00:00,119.09,221.028,65.929,32.166 -2020-03-06 07:15:00,120.34,225.11900000000003,65.929,32.166 -2020-03-06 07:30:00,122.16,224.828,65.929,32.166 -2020-03-06 07:45:00,120.89,222.30200000000002,65.929,32.166 -2020-03-06 08:00:00,121.85,219.385,57.336999999999996,32.166 -2020-03-06 08:15:00,119.68,217.25400000000002,57.336999999999996,32.166 -2020-03-06 08:30:00,118.65,213.497,57.336999999999996,32.166 -2020-03-06 08:45:00,117.07,207.47099999999998,57.336999999999996,32.166 -2020-03-06 09:00:00,115.36,200.05700000000002,54.226000000000006,32.166 -2020-03-06 09:15:00,114.99,197.328,54.226000000000006,32.166 -2020-03-06 09:30:00,115.37,195.553,54.226000000000006,32.166 -2020-03-06 09:45:00,113.84,192.722,54.226000000000006,32.166 -2020-03-06 10:00:00,112.66,188.787,51.298,32.166 -2020-03-06 10:15:00,112.59,186.301,51.298,32.166 -2020-03-06 10:30:00,112.69,183.907,51.298,32.166 -2020-03-06 10:45:00,112.62,182.697,51.298,32.166 -2020-03-06 11:00:00,113.85,179.75400000000002,50.839,32.166 -2020-03-06 11:15:00,114.18,178.215,50.839,32.166 -2020-03-06 11:30:00,118.13,179.46599999999998,50.839,32.166 -2020-03-06 11:45:00,115.78,178.99900000000002,50.839,32.166 -2020-03-06 12:00:00,110.8,174.774,47.976000000000006,32.166 -2020-03-06 12:15:00,112.96,172.933,47.976000000000006,32.166 -2020-03-06 12:30:00,107.04,172.435,47.976000000000006,32.166 -2020-03-06 12:45:00,113.31,173.696,47.976000000000006,32.166 -2020-03-06 13:00:00,113.56,174.122,46.299,32.166 -2020-03-06 13:15:00,112.83,173.34400000000002,46.299,32.166 -2020-03-06 13:30:00,105.26,171.96599999999998,46.299,32.166 -2020-03-06 13:45:00,104.96,171.417,46.299,32.166 -2020-03-06 14:00:00,107.2,171.88099999999997,44.971000000000004,32.166 -2020-03-06 14:15:00,110.28,171.00900000000001,44.971000000000004,32.166 -2020-03-06 14:30:00,113.01,171.803,44.971000000000004,32.166 -2020-03-06 14:45:00,113.67,172.955,44.971000000000004,32.166 -2020-03-06 15:00:00,114.93,174.264,47.48,32.166 -2020-03-06 15:15:00,115.31,172.56799999999998,47.48,32.166 -2020-03-06 15:30:00,123.49,171.176,47.48,32.166 -2020-03-06 15:45:00,122.8,171.57299999999998,47.48,32.166 -2020-03-06 16:00:00,120.52,173.84599999999998,50.648,32.166 -2020-03-06 16:15:00,118.33,175.97,50.648,32.166 -2020-03-06 16:30:00,123.41,178.06799999999998,50.648,32.166 -2020-03-06 16:45:00,122.27,178.315,50.648,32.166 -2020-03-06 17:00:00,123.95,181.48,56.251000000000005,32.166 -2020-03-06 17:15:00,125.14,183.697,56.251000000000005,32.166 -2020-03-06 17:30:00,127.64,186.27200000000002,56.251000000000005,32.166 -2020-03-06 17:45:00,129.37,187.075,56.251000000000005,32.166 -2020-03-06 18:00:00,132.2,190.96,58.982,32.166 -2020-03-06 18:15:00,134.17,191.049,58.982,32.166 -2020-03-06 18:30:00,139.97,189.84,58.982,32.166 -2020-03-06 18:45:00,137.26,191.862,58.982,32.166 -2020-03-06 19:00:00,138.5,191.671,57.293,32.166 -2020-03-06 19:15:00,136.65,190.049,57.293,32.166 -2020-03-06 19:30:00,132.19,188.83900000000003,57.293,32.166 -2020-03-06 19:45:00,128.54,185.19400000000002,57.293,32.166 -2020-03-06 20:00:00,118.1,179.83599999999998,59.433,32.166 -2020-03-06 20:15:00,120.22,174.738,59.433,32.166 -2020-03-06 20:30:00,116.22,170.981,59.433,32.166 -2020-03-06 20:45:00,116.32,168.983,59.433,32.166 -2020-03-06 21:00:00,108.24,166.416,52.153999999999996,32.166 -2020-03-06 21:15:00,107.96,163.793,52.153999999999996,32.166 -2020-03-06 21:30:00,103.98,161.531,52.153999999999996,32.166 -2020-03-06 21:45:00,100.92,161.953,52.153999999999996,32.166 -2020-03-06 22:00:00,101.26,155.461,47.125,32.166 -2020-03-06 22:15:00,98.2,151.312,47.125,32.166 -2020-03-06 22:30:00,91.48,142.222,47.125,32.166 -2020-03-06 22:45:00,86.47,138.014,47.125,32.166 -2020-03-06 23:00:00,80.32,131.118,41.236000000000004,32.166 -2020-03-06 23:15:00,86.56,127.30799999999999,41.236000000000004,32.166 -2020-03-06 23:30:00,86.05,127.225,41.236000000000004,32.166 -2020-03-06 23:45:00,84.17,126.74600000000001,41.236000000000004,32.166 -2020-03-07 00:00:00,73.36,112.361,36.484,31.988000000000003 -2020-03-07 00:15:00,72.69,106.662,36.484,31.988000000000003 -2020-03-07 00:30:00,73.63,106.99600000000001,36.484,31.988000000000003 -2020-03-07 00:45:00,79.66,107.662,36.484,31.988000000000003 -2020-03-07 01:00:00,75.3,109.476,32.391999999999996,31.988000000000003 -2020-03-07 01:15:00,77.06,109.846,32.391999999999996,31.988000000000003 -2020-03-07 01:30:00,71.97,109.189,32.391999999999996,31.988000000000003 -2020-03-07 01:45:00,68.58,109.354,32.391999999999996,31.988000000000003 -2020-03-07 02:00:00,73.65,112.00200000000001,30.194000000000003,31.988000000000003 -2020-03-07 02:15:00,74.65,112.369,30.194000000000003,31.988000000000003 -2020-03-07 02:30:00,69.35,112.65100000000001,30.194000000000003,31.988000000000003 -2020-03-07 02:45:00,68.86,114.555,30.194000000000003,31.988000000000003 -2020-03-07 03:00:00,66.7,116.7,29.677,31.988000000000003 -2020-03-07 03:15:00,65.75,117.959,29.677,31.988000000000003 -2020-03-07 03:30:00,70.1,118.37299999999999,29.677,31.988000000000003 -2020-03-07 03:45:00,72.68,120.28200000000001,29.677,31.988000000000003 -2020-03-07 04:00:00,68.24,129.653,29.616,31.988000000000003 -2020-03-07 04:15:00,67.2,139.745,29.616,31.988000000000003 -2020-03-07 04:30:00,67.39,139.829,29.616,31.988000000000003 -2020-03-07 04:45:00,67.69,140.015,29.616,31.988000000000003 -2020-03-07 05:00:00,67.99,156.97299999999998,29.625,31.988000000000003 -2020-03-07 05:15:00,67.86,169.953,29.625,31.988000000000003 -2020-03-07 05:30:00,67.93,165.817,29.625,31.988000000000003 -2020-03-07 05:45:00,70.0,163.291,29.625,31.988000000000003 -2020-03-07 06:00:00,71.25,180.298,30.551,31.988000000000003 -2020-03-07 06:15:00,72.04,201.768,30.551,31.988000000000003 -2020-03-07 06:30:00,72.04,197.2,30.551,31.988000000000003 -2020-03-07 06:45:00,72.96,192.865,30.551,31.988000000000003 -2020-03-07 07:00:00,76.51,190.575,34.865,31.988000000000003 -2020-03-07 07:15:00,78.94,193.25799999999998,34.865,31.988000000000003 -2020-03-07 07:30:00,81.32,195.71099999999998,34.865,31.988000000000003 -2020-03-07 07:45:00,83.9,197.054,34.865,31.988000000000003 -2020-03-07 08:00:00,88.57,197.97299999999998,41.456,31.988000000000003 -2020-03-07 08:15:00,89.24,199.271,41.456,31.988000000000003 -2020-03-07 08:30:00,90.68,196.99599999999998,41.456,31.988000000000003 -2020-03-07 08:45:00,94.24,194.13099999999997,41.456,31.988000000000003 -2020-03-07 09:00:00,96.14,188.805,43.001999999999995,31.988000000000003 -2020-03-07 09:15:00,98.61,186.863,43.001999999999995,31.988000000000003 -2020-03-07 09:30:00,102.12,186.041,43.001999999999995,31.988000000000003 -2020-03-07 09:45:00,98.59,183.317,43.001999999999995,31.988000000000003 -2020-03-07 10:00:00,95.01,179.757,42.047,31.988000000000003 -2020-03-07 10:15:00,98.58,177.519,42.047,31.988000000000003 -2020-03-07 10:30:00,95.97,175.25900000000001,42.047,31.988000000000003 -2020-03-07 10:45:00,94.89,175.265,42.047,31.988000000000003 -2020-03-07 11:00:00,95.66,172.479,39.894,31.988000000000003 -2020-03-07 11:15:00,96.05,170.417,39.894,31.988000000000003 -2020-03-07 11:30:00,95.32,170.642,39.894,31.988000000000003 -2020-03-07 11:45:00,95.01,169.364,39.894,31.988000000000003 -2020-03-07 12:00:00,95.78,164.368,38.122,31.988000000000003 -2020-03-07 12:15:00,92.41,163.267,38.122,31.988000000000003 -2020-03-07 12:30:00,86.18,163.02,38.122,31.988000000000003 -2020-03-07 12:45:00,85.12,163.636,38.122,31.988000000000003 -2020-03-07 13:00:00,87.26,163.61,34.645,31.988000000000003 -2020-03-07 13:15:00,86.32,160.77,34.645,31.988000000000003 -2020-03-07 13:30:00,84.06,158.97299999999998,34.645,31.988000000000003 -2020-03-07 13:45:00,83.33,158.702,34.645,31.988000000000003 -2020-03-07 14:00:00,77.3,160.404,33.739000000000004,31.988000000000003 -2020-03-07 14:15:00,74.26,158.83,33.739000000000004,31.988000000000003 -2020-03-07 14:30:00,74.73,157.79399999999998,33.739000000000004,31.988000000000003 -2020-03-07 14:45:00,79.24,159.227,33.739000000000004,31.988000000000003 -2020-03-07 15:00:00,79.87,161.2,35.908,31.988000000000003 -2020-03-07 15:15:00,82.29,160.34,35.908,31.988000000000003 -2020-03-07 15:30:00,82.88,160.406,35.908,31.988000000000003 -2020-03-07 15:45:00,83.16,160.681,35.908,31.988000000000003 -2020-03-07 16:00:00,82.92,162.039,39.249,31.988000000000003 -2020-03-07 16:15:00,82.39,164.894,39.249,31.988000000000003 -2020-03-07 16:30:00,84.42,166.97,39.249,31.988000000000003 -2020-03-07 16:45:00,86.48,168.02700000000002,39.249,31.988000000000003 -2020-03-07 17:00:00,89.54,170.46900000000002,46.045,31.988000000000003 -2020-03-07 17:15:00,90.25,174.037,46.045,31.988000000000003 -2020-03-07 17:30:00,93.17,176.52700000000002,46.045,31.988000000000003 -2020-03-07 17:45:00,96.07,177.01,46.045,31.988000000000003 -2020-03-07 18:00:00,104.2,180.562,48.238,31.988000000000003 -2020-03-07 18:15:00,106.48,182.665,48.238,31.988000000000003 -2020-03-07 18:30:00,104.75,182.90599999999998,48.238,31.988000000000003 -2020-03-07 18:45:00,105.22,181.287,48.238,31.988000000000003 -2020-03-07 19:00:00,104.77,181.752,46.785,31.988000000000003 -2020-03-07 19:15:00,101.74,179.548,46.785,31.988000000000003 -2020-03-07 19:30:00,103.23,179.188,46.785,31.988000000000003 -2020-03-07 19:45:00,99.14,175.61599999999999,46.785,31.988000000000003 -2020-03-07 20:00:00,94.25,172.472,39.830999999999996,31.988000000000003 -2020-03-07 20:15:00,90.48,169.38,39.830999999999996,31.988000000000003 -2020-03-07 20:30:00,88.69,165.206,39.830999999999996,31.988000000000003 -2020-03-07 20:45:00,89.27,163.041,39.830999999999996,31.988000000000003 -2020-03-07 21:00:00,82.31,162.475,34.063,31.988000000000003 -2020-03-07 21:15:00,82.13,160.234,34.063,31.988000000000003 -2020-03-07 21:30:00,81.1,159.189,34.063,31.988000000000003 -2020-03-07 21:45:00,79.97,159.173,34.063,31.988000000000003 -2020-03-07 22:00:00,79.99,153.97299999999998,34.455999999999996,31.988000000000003 -2020-03-07 22:15:00,77.88,152.298,34.455999999999996,31.988000000000003 -2020-03-07 22:30:00,73.56,149.155,34.455999999999996,31.988000000000003 -2020-03-07 22:45:00,72.67,146.81,34.455999999999996,31.988000000000003 -2020-03-07 23:00:00,68.96,142.2,27.840999999999998,31.988000000000003 -2020-03-07 23:15:00,69.09,136.869,27.840999999999998,31.988000000000003 -2020-03-07 23:30:00,65.76,135.38299999999998,27.840999999999998,31.988000000000003 -2020-03-07 23:45:00,64.86,132.614,27.840999999999998,31.988000000000003 -2020-03-08 00:00:00,61.0,112.605,20.007,31.988000000000003 -2020-03-08 00:15:00,61.21,106.455,20.007,31.988000000000003 -2020-03-08 00:30:00,60.15,106.39200000000001,20.007,31.988000000000003 -2020-03-08 00:45:00,60.07,107.709,20.007,31.988000000000003 -2020-03-08 01:00:00,56.47,109.37899999999999,17.378,31.988000000000003 -2020-03-08 01:15:00,57.99,110.706,17.378,31.988000000000003 -2020-03-08 01:30:00,57.0,110.509,17.378,31.988000000000003 -2020-03-08 01:45:00,57.02,110.329,17.378,31.988000000000003 -2020-03-08 02:00:00,55.64,112.262,16.145,31.988000000000003 -2020-03-08 02:15:00,56.91,111.91,16.145,31.988000000000003 -2020-03-08 02:30:00,56.07,113.05,16.145,31.988000000000003 -2020-03-08 02:45:00,56.9,115.353,16.145,31.988000000000003 -2020-03-08 03:00:00,55.26,117.9,15.427999999999999,31.988000000000003 -2020-03-08 03:15:00,55.5,118.68299999999999,15.427999999999999,31.988000000000003 -2020-03-08 03:30:00,53.73,120.31200000000001,15.427999999999999,31.988000000000003 -2020-03-08 03:45:00,55.64,122.04700000000001,15.427999999999999,31.988000000000003 -2020-03-08 04:00:00,55.63,131.18200000000002,16.663,31.988000000000003 -2020-03-08 04:15:00,54.6,140.243,16.663,31.988000000000003 -2020-03-08 04:30:00,57.94,140.602,16.663,31.988000000000003 -2020-03-08 04:45:00,58.3,140.964,16.663,31.988000000000003 -2020-03-08 05:00:00,57.65,154.621,17.271,31.988000000000003 -2020-03-08 05:15:00,59.1,165.231,17.271,31.988000000000003 -2020-03-08 05:30:00,56.61,160.846,17.271,31.988000000000003 -2020-03-08 05:45:00,59.93,158.515,17.271,31.988000000000003 -2020-03-08 06:00:00,60.8,175.07299999999998,17.612000000000002,31.988000000000003 -2020-03-08 06:15:00,60.98,195.047,17.612000000000002,31.988000000000003 -2020-03-08 06:30:00,59.58,189.28799999999998,17.612000000000002,31.988000000000003 -2020-03-08 06:45:00,60.73,183.79,17.612000000000002,31.988000000000003 -2020-03-08 07:00:00,64.07,183.87099999999998,20.88,31.988000000000003 -2020-03-08 07:15:00,64.46,185.475,20.88,31.988000000000003 -2020-03-08 07:30:00,67.14,186.912,20.88,31.988000000000003 -2020-03-08 07:45:00,68.83,187.49099999999999,20.88,31.988000000000003 -2020-03-08 08:00:00,70.55,190.217,25.861,31.988000000000003 -2020-03-08 08:15:00,68.92,191.58599999999998,25.861,31.988000000000003 -2020-03-08 08:30:00,68.33,190.949,25.861,31.988000000000003 -2020-03-08 08:45:00,68.61,190.00599999999997,25.861,31.988000000000003 -2020-03-08 09:00:00,68.42,184.287,27.921999999999997,31.988000000000003 -2020-03-08 09:15:00,68.88,182.803,27.921999999999997,31.988000000000003 -2020-03-08 09:30:00,66.98,181.915,27.921999999999997,31.988000000000003 -2020-03-08 09:45:00,66.66,179.234,27.921999999999997,31.988000000000003 -2020-03-08 10:00:00,63.08,178.157,29.048000000000002,31.988000000000003 -2020-03-08 10:15:00,65.17,176.486,29.048000000000002,31.988000000000003 -2020-03-08 10:30:00,66.69,174.85,29.048000000000002,31.988000000000003 -2020-03-08 10:45:00,68.39,173.22299999999998,29.048000000000002,31.988000000000003 -2020-03-08 11:00:00,71.32,171.245,32.02,31.988000000000003 -2020-03-08 11:15:00,68.73,169.267,32.02,31.988000000000003 -2020-03-08 11:30:00,77.87,168.745,32.02,31.988000000000003 -2020-03-08 11:45:00,71.63,168.09599999999998,32.02,31.988000000000003 -2020-03-08 12:00:00,69.65,162.733,28.55,31.988000000000003 -2020-03-08 12:15:00,64.14,163.364,28.55,31.988000000000003 -2020-03-08 12:30:00,62.02,161.72799999999998,28.55,31.988000000000003 -2020-03-08 12:45:00,62.53,161.333,28.55,31.988000000000003 -2020-03-08 13:00:00,59.46,160.626,25.601999999999997,31.988000000000003 -2020-03-08 13:15:00,59.09,160.545,25.601999999999997,31.988000000000003 -2020-03-08 13:30:00,59.19,158.379,25.601999999999997,31.988000000000003 -2020-03-08 13:45:00,58.93,157.644,25.601999999999997,31.988000000000003 -2020-03-08 14:00:00,57.84,159.814,23.916999999999998,31.988000000000003 -2020-03-08 14:15:00,58.46,159.417,23.916999999999998,31.988000000000003 -2020-03-08 14:30:00,62.93,159.34799999999998,23.916999999999998,31.988000000000003 -2020-03-08 14:45:00,64.38,160.249,23.916999999999998,31.988000000000003 -2020-03-08 15:00:00,64.9,160.799,24.064,31.988000000000003 -2020-03-08 15:15:00,65.65,160.517,24.064,31.988000000000003 -2020-03-08 15:30:00,65.05,161.069,24.064,31.988000000000003 -2020-03-08 15:45:00,64.57,162.025,24.064,31.988000000000003 -2020-03-08 16:00:00,67.33,164.97099999999998,28.189,31.988000000000003 -2020-03-08 16:15:00,68.58,166.96400000000003,28.189,31.988000000000003 -2020-03-08 16:30:00,68.93,169.421,28.189,31.988000000000003 -2020-03-08 16:45:00,71.27,170.572,28.189,31.988000000000003 -2020-03-08 17:00:00,75.95,173.09099999999998,37.576,31.988000000000003 -2020-03-08 17:15:00,76.2,176.542,37.576,31.988000000000003 -2020-03-08 17:30:00,80.05,179.435,37.576,31.988000000000003 -2020-03-08 17:45:00,83.25,182.171,37.576,31.988000000000003 -2020-03-08 18:00:00,91.18,185.28900000000002,42.669,31.988000000000003 -2020-03-08 18:15:00,96.39,188.69400000000002,42.669,31.988000000000003 -2020-03-08 18:30:00,101.38,186.88299999999998,42.669,31.988000000000003 -2020-03-08 18:45:00,99.75,187.09,42.669,31.988000000000003 -2020-03-08 19:00:00,97.87,187.46400000000003,43.538999999999994,31.988000000000003 -2020-03-08 19:15:00,93.75,185.72400000000002,43.538999999999994,31.988000000000003 -2020-03-08 19:30:00,94.16,185.204,43.538999999999994,31.988000000000003 -2020-03-08 19:45:00,89.68,183.025,43.538999999999994,31.988000000000003 -2020-03-08 20:00:00,86.68,179.81799999999998,37.330999999999996,31.988000000000003 -2020-03-08 20:15:00,86.27,177.678,37.330999999999996,31.988000000000003 -2020-03-08 20:30:00,83.87,174.827,37.330999999999996,31.988000000000003 -2020-03-08 20:45:00,83.17,171.297,37.330999999999996,31.988000000000003 -2020-03-08 21:00:00,79.53,168.202,33.856,31.988000000000003 -2020-03-08 21:15:00,80.3,165.315,33.856,31.988000000000003 -2020-03-08 21:30:00,80.55,164.47400000000002,33.856,31.988000000000003 -2020-03-08 21:45:00,85.28,164.655,33.856,31.988000000000003 -2020-03-08 22:00:00,87.48,158.54,34.711999999999996,31.988000000000003 -2020-03-08 22:15:00,88.51,155.951,34.711999999999996,31.988000000000003 -2020-03-08 22:30:00,83.88,149.629,34.711999999999996,31.988000000000003 -2020-03-08 22:45:00,79.79,146.309,34.711999999999996,31.988000000000003 -2020-03-08 23:00:00,77.62,138.95,29.698,31.988000000000003 -2020-03-08 23:15:00,82.04,135.591,29.698,31.988000000000003 -2020-03-08 23:30:00,82.56,134.83100000000002,29.698,31.988000000000003 -2020-03-08 23:45:00,79.6,132.972,29.698,31.988000000000003 -2020-03-09 00:00:00,69.92,116.464,29.983,32.166 -2020-03-09 00:15:00,69.51,113.265,29.983,32.166 -2020-03-09 00:30:00,71.32,113.25399999999999,29.983,32.166 -2020-03-09 00:45:00,76.73,114.006,29.983,32.166 -2020-03-09 01:00:00,74.19,115.686,29.122,32.166 -2020-03-09 01:15:00,73.87,116.49700000000001,29.122,32.166 -2020-03-09 01:30:00,67.47,116.385,29.122,32.166 -2020-03-09 01:45:00,74.37,116.307,29.122,32.166 -2020-03-09 02:00:00,73.55,118.26100000000001,28.676,32.166 -2020-03-09 02:15:00,73.53,119.147,28.676,32.166 -2020-03-09 02:30:00,68.13,120.645,28.676,32.166 -2020-03-09 02:45:00,75.19,122.339,28.676,32.166 -2020-03-09 03:00:00,75.27,126.15799999999999,26.552,32.166 -2020-03-09 03:15:00,74.56,128.586,26.552,32.166 -2020-03-09 03:30:00,73.02,130.048,26.552,32.166 -2020-03-09 03:45:00,77.49,131.209,26.552,32.166 -2020-03-09 04:00:00,77.93,144.89,27.44,32.166 -2020-03-09 04:15:00,76.54,158.27700000000002,27.44,32.166 -2020-03-09 04:30:00,74.57,160.655,27.44,32.166 -2020-03-09 04:45:00,74.33,161.21,27.44,32.166 -2020-03-09 05:00:00,77.36,190.71,36.825,32.166 -2020-03-09 05:15:00,83.26,221.83599999999998,36.825,32.166 -2020-03-09 05:30:00,86.0,217.45,36.825,32.166 -2020-03-09 05:45:00,90.09,209.351,36.825,32.166 -2020-03-09 06:00:00,98.46,207.56799999999998,56.589,32.166 -2020-03-09 06:15:00,105.15,212.236,56.589,32.166 -2020-03-09 06:30:00,108.02,214.56799999999998,56.589,32.166 -2020-03-09 06:45:00,110.16,218.112,56.589,32.166 -2020-03-09 07:00:00,117.31,220.562,67.49,32.166 -2020-03-09 07:15:00,118.79,223.637,67.49,32.166 -2020-03-09 07:30:00,122.33,224.175,67.49,32.166 -2020-03-09 07:45:00,125.44,222.329,67.49,32.166 -2020-03-09 08:00:00,129.3,220.19400000000002,60.028,32.166 -2020-03-09 08:15:00,131.05,219.35,60.028,32.166 -2020-03-09 08:30:00,131.67,214.641,60.028,32.166 -2020-03-09 08:45:00,131.5,210.576,60.028,32.166 -2020-03-09 09:00:00,130.44,203.824,55.018,32.166 -2020-03-09 09:15:00,134.15,198.77900000000002,55.018,32.166 -2020-03-09 09:30:00,133.09,196.834,55.018,32.166 -2020-03-09 09:45:00,134.3,194.14,55.018,32.166 -2020-03-09 10:00:00,134.13,192.09400000000002,51.183,32.166 -2020-03-09 10:15:00,134.12,190.137,51.183,32.166 -2020-03-09 10:30:00,134.67,187.627,51.183,32.166 -2020-03-09 10:45:00,135.0,186.516,51.183,32.166 -2020-03-09 11:00:00,136.7,182.109,50.065,32.166 -2020-03-09 11:15:00,135.2,181.91099999999997,50.065,32.166 -2020-03-09 11:30:00,135.31,182.80700000000002,50.065,32.166 -2020-03-09 11:45:00,135.27,181.85299999999998,50.065,32.166 -2020-03-09 12:00:00,136.04,177.92700000000002,48.141999999999996,32.166 -2020-03-09 12:15:00,132.64,178.58700000000002,48.141999999999996,32.166 -2020-03-09 12:30:00,129.11,177.00799999999998,48.141999999999996,32.166 -2020-03-09 12:45:00,129.79,178.063,48.141999999999996,32.166 -2020-03-09 13:00:00,129.66,178.076,47.887,32.166 -2020-03-09 13:15:00,129.83,176.532,47.887,32.166 -2020-03-09 13:30:00,129.35,173.873,47.887,32.166 -2020-03-09 13:45:00,131.32,173.292,47.887,32.166 -2020-03-09 14:00:00,126.29,174.843,48.571000000000005,32.166 -2020-03-09 14:15:00,126.44,173.885,48.571000000000005,32.166 -2020-03-09 14:30:00,128.22,173.24599999999998,48.571000000000005,32.166 -2020-03-09 14:45:00,126.5,174.40099999999998,48.571000000000005,32.166 -2020-03-09 15:00:00,128.64,176.653,49.937,32.166 -2020-03-09 15:15:00,125.18,174.889,49.937,32.166 -2020-03-09 15:30:00,124.09,174.695,49.937,32.166 -2020-03-09 15:45:00,123.67,175.143,49.937,32.166 -2020-03-09 16:00:00,123.86,178.435,52.963,32.166 -2020-03-09 16:15:00,124.07,179.68099999999998,52.963,32.166 -2020-03-09 16:30:00,120.57,181.12400000000002,52.963,32.166 -2020-03-09 16:45:00,120.89,181.093,52.963,32.166 -2020-03-09 17:00:00,124.22,183.347,61.163999999999994,32.166 -2020-03-09 17:15:00,125.08,185.929,61.163999999999994,32.166 -2020-03-09 17:30:00,129.2,188.269,61.163999999999994,32.166 -2020-03-09 17:45:00,128.13,189.52599999999998,61.163999999999994,32.166 -2020-03-09 18:00:00,133.54,192.96599999999998,63.788999999999994,32.166 -2020-03-09 18:15:00,133.96,194.083,63.788999999999994,32.166 -2020-03-09 18:30:00,130.46,192.81599999999997,63.788999999999994,32.166 -2020-03-09 18:45:00,129.43,194.101,63.788999999999994,32.166 -2020-03-09 19:00:00,129.65,192.855,63.913000000000004,32.166 -2020-03-09 19:15:00,125.51,190.139,63.913000000000004,32.166 -2020-03-09 19:30:00,133.89,190.092,63.913000000000004,32.166 -2020-03-09 19:45:00,132.07,187.08,63.913000000000004,32.166 -2020-03-09 20:00:00,119.33,181.389,65.44,32.166 -2020-03-09 20:15:00,115.81,177.02200000000002,65.44,32.166 -2020-03-09 20:30:00,115.88,172.455,65.44,32.166 -2020-03-09 20:45:00,115.72,170.53,65.44,32.166 -2020-03-09 21:00:00,105.11,167.868,59.117,32.166 -2020-03-09 21:15:00,99.97,163.887,59.117,32.166 -2020-03-09 21:30:00,98.25,162.292,59.117,32.166 -2020-03-09 21:45:00,97.32,161.97799999999998,59.117,32.166 -2020-03-09 22:00:00,92.52,152.808,52.301,32.166 -2020-03-09 22:15:00,93.86,149.191,52.301,32.166 -2020-03-09 22:30:00,94.64,133.034,52.301,32.166 -2020-03-09 22:45:00,93.49,125.016,52.301,32.166 -2020-03-09 23:00:00,89.93,118.40299999999999,44.373000000000005,32.166 -2020-03-09 23:15:00,83.28,117.455,44.373000000000005,32.166 -2020-03-09 23:30:00,82.01,119.383,44.373000000000005,32.166 -2020-03-09 23:45:00,79.61,120.059,44.373000000000005,32.166 -2020-03-10 00:00:00,79.63,115.156,44.647,32.166 -2020-03-10 00:15:00,81.95,113.444,44.647,32.166 -2020-03-10 00:30:00,80.93,112.60600000000001,44.647,32.166 -2020-03-10 00:45:00,77.16,112.525,44.647,32.166 -2020-03-10 01:00:00,70.56,113.905,41.433,32.166 -2020-03-10 01:15:00,76.76,114.289,41.433,32.166 -2020-03-10 01:30:00,76.51,114.307,41.433,32.166 -2020-03-10 01:45:00,79.3,114.46,41.433,32.166 -2020-03-10 02:00:00,73.31,116.336,39.909,32.166 -2020-03-10 02:15:00,73.05,117.262,39.909,32.166 -2020-03-10 02:30:00,69.81,118.15700000000001,39.909,32.166 -2020-03-10 02:45:00,71.57,119.90700000000001,39.909,32.166 -2020-03-10 03:00:00,71.1,122.52,39.14,32.166 -2020-03-10 03:15:00,78.8,124.244,39.14,32.166 -2020-03-10 03:30:00,81.43,126.156,39.14,32.166 -2020-03-10 03:45:00,78.81,127.365,39.14,32.166 -2020-03-10 04:00:00,75.34,140.69799999999998,40.015,32.166 -2020-03-10 04:15:00,74.56,153.744,40.015,32.166 -2020-03-10 04:30:00,80.72,155.83,40.015,32.166 -2020-03-10 04:45:00,85.85,157.588,40.015,32.166 -2020-03-10 05:00:00,89.69,192.037,44.93600000000001,32.166 -2020-03-10 05:15:00,87.41,223.071,44.93600000000001,32.166 -2020-03-10 05:30:00,94.15,217.21900000000002,44.93600000000001,32.166 -2020-03-10 05:45:00,99.31,209.03400000000002,44.93600000000001,32.166 -2020-03-10 06:00:00,108.19,206.273,57.271,32.166 -2020-03-10 06:15:00,106.67,212.52,57.271,32.166 -2020-03-10 06:30:00,105.56,214.145,57.271,32.166 -2020-03-10 06:45:00,110.72,217.18900000000002,57.271,32.166 -2020-03-10 07:00:00,114.85,219.50599999999997,68.352,32.166 -2020-03-10 07:15:00,122.4,222.36,68.352,32.166 -2020-03-10 07:30:00,126.34,222.338,68.352,32.166 -2020-03-10 07:45:00,126.87,220.52700000000002,68.352,32.166 -2020-03-10 08:00:00,121.17,218.46200000000002,60.717,32.166 -2020-03-10 08:15:00,121.73,216.57,60.717,32.166 -2020-03-10 08:30:00,123.57,211.655,60.717,32.166 -2020-03-10 08:45:00,119.88,207.236,60.717,32.166 -2020-03-10 09:00:00,120.24,199.739,54.603,32.166 -2020-03-10 09:15:00,125.53,196.215,54.603,32.166 -2020-03-10 09:30:00,125.18,195.02900000000002,54.603,32.166 -2020-03-10 09:45:00,117.63,192.30599999999998,54.603,32.166 -2020-03-10 10:00:00,122.65,189.53900000000002,52.308,32.166 -2020-03-10 10:15:00,122.53,186.588,52.308,32.166 -2020-03-10 10:30:00,122.83,184.278,52.308,32.166 -2020-03-10 10:45:00,123.85,183.583,52.308,32.166 -2020-03-10 11:00:00,124.85,180.6,51.838,32.166 -2020-03-10 11:15:00,124.63,180.15099999999998,51.838,32.166 -2020-03-10 11:30:00,120.0,179.793,51.838,32.166 -2020-03-10 11:45:00,112.97,179.477,51.838,32.166 -2020-03-10 12:00:00,116.62,174.23,50.375,32.166 -2020-03-10 12:15:00,124.04,174.543,50.375,32.166 -2020-03-10 12:30:00,134.05,173.727,50.375,32.166 -2020-03-10 12:45:00,127.79,174.581,50.375,32.166 -2020-03-10 13:00:00,126.21,174.203,50.735,32.166 -2020-03-10 13:15:00,131.91,172.525,50.735,32.166 -2020-03-10 13:30:00,125.28,170.977,50.735,32.166 -2020-03-10 13:45:00,123.2,170.459,50.735,32.166 -2020-03-10 14:00:00,122.54,172.40599999999998,50.946000000000005,32.166 -2020-03-10 14:15:00,121.23,171.549,50.946000000000005,32.166 -2020-03-10 14:30:00,124.05,171.524,50.946000000000005,32.166 -2020-03-10 14:45:00,124.51,172.513,50.946000000000005,32.166 -2020-03-10 15:00:00,131.26,174.335,53.18,32.166 -2020-03-10 15:15:00,123.68,172.97299999999998,53.18,32.166 -2020-03-10 15:30:00,117.32,172.918,53.18,32.166 -2020-03-10 15:45:00,118.3,173.00099999999998,53.18,32.166 -2020-03-10 16:00:00,122.14,176.535,54.928999999999995,32.166 -2020-03-10 16:15:00,120.8,178.231,54.928999999999995,32.166 -2020-03-10 16:30:00,123.17,180.257,54.928999999999995,32.166 -2020-03-10 16:45:00,120.87,180.545,54.928999999999995,32.166 -2020-03-10 17:00:00,119.71,183.364,60.913000000000004,32.166 -2020-03-10 17:15:00,128.27,186.02700000000002,60.913000000000004,32.166 -2020-03-10 17:30:00,128.23,188.989,60.913000000000004,32.166 -2020-03-10 17:45:00,132.22,190.09599999999998,60.913000000000004,32.166 -2020-03-10 18:00:00,133.86,193.33900000000003,62.214,32.166 -2020-03-10 18:15:00,138.61,194.197,62.214,32.166 -2020-03-10 18:30:00,141.3,192.59599999999998,62.214,32.166 -2020-03-10 18:45:00,137.8,194.65900000000002,62.214,32.166 -2020-03-10 19:00:00,133.97,193.333,62.38,32.166 -2020-03-10 19:15:00,133.09,190.37900000000002,62.38,32.166 -2020-03-10 19:30:00,134.88,189.68400000000003,62.38,32.166 -2020-03-10 19:45:00,130.24,186.79,62.38,32.166 -2020-03-10 20:00:00,124.19,181.265,65.018,32.166 -2020-03-10 20:15:00,120.85,176.13299999999998,65.018,32.166 -2020-03-10 20:30:00,119.04,172.58599999999998,65.018,32.166 -2020-03-10 20:45:00,115.01,170.15200000000002,65.018,32.166 -2020-03-10 21:00:00,110.97,166.892,56.416000000000004,32.166 -2020-03-10 21:15:00,109.67,163.63299999999998,56.416000000000004,32.166 -2020-03-10 21:30:00,108.54,161.345,56.416000000000004,32.166 -2020-03-10 21:45:00,105.86,161.29399999999998,56.416000000000004,32.166 -2020-03-10 22:00:00,98.25,153.8,52.846000000000004,32.166 -2020-03-10 22:15:00,100.43,149.92,52.846000000000004,32.166 -2020-03-10 22:30:00,97.18,133.826,52.846000000000004,32.166 -2020-03-10 22:45:00,91.4,126.08,52.846000000000004,32.166 -2020-03-10 23:00:00,89.03,119.40799999999999,44.435,32.166 -2020-03-10 23:15:00,91.06,117.764,44.435,32.166 -2020-03-10 23:30:00,88.04,119.34700000000001,44.435,32.166 -2020-03-10 23:45:00,81.48,119.641,44.435,32.166 -2020-03-11 00:00:00,75.53,114.79700000000001,42.527,32.166 -2020-03-11 00:15:00,80.59,113.096,42.527,32.166 -2020-03-11 00:30:00,83.26,112.241,42.527,32.166 -2020-03-11 00:45:00,83.5,112.162,42.527,32.166 -2020-03-11 01:00:00,75.29,113.49700000000001,38.655,32.166 -2020-03-11 01:15:00,74.08,113.866,38.655,32.166 -2020-03-11 01:30:00,75.7,113.865,38.655,32.166 -2020-03-11 01:45:00,74.92,114.025,38.655,32.166 -2020-03-11 02:00:00,74.13,115.889,36.912,32.166 -2020-03-11 02:15:00,81.05,116.80799999999999,36.912,32.166 -2020-03-11 02:30:00,80.33,117.723,36.912,32.166 -2020-03-11 02:45:00,79.51,119.47200000000001,36.912,32.166 -2020-03-11 03:00:00,75.06,122.09899999999999,36.98,32.166 -2020-03-11 03:15:00,75.42,123.804,36.98,32.166 -2020-03-11 03:30:00,76.42,125.709,36.98,32.166 -2020-03-11 03:45:00,80.52,126.93299999999999,36.98,32.166 -2020-03-11 04:00:00,84.62,140.27200000000002,38.052,32.166 -2020-03-11 04:15:00,85.72,153.308,38.052,32.166 -2020-03-11 04:30:00,81.45,155.411,38.052,32.166 -2020-03-11 04:45:00,84.39,157.156,38.052,32.166 -2020-03-11 05:00:00,91.07,191.585,42.455,32.166 -2020-03-11 05:15:00,95.13,222.638,42.455,32.166 -2020-03-11 05:30:00,98.48,216.752,42.455,32.166 -2020-03-11 05:45:00,96.19,208.571,42.455,32.166 -2020-03-11 06:00:00,104.58,205.817,57.986000000000004,32.166 -2020-03-11 06:15:00,107.88,212.06900000000002,57.986000000000004,32.166 -2020-03-11 06:30:00,110.59,213.645,57.986000000000004,32.166 -2020-03-11 06:45:00,113.78,216.666,57.986000000000004,32.166 -2020-03-11 07:00:00,118.72,219.00400000000002,71.868,32.166 -2020-03-11 07:15:00,127.45,221.824,71.868,32.166 -2020-03-11 07:30:00,131.59,221.76,71.868,32.166 -2020-03-11 07:45:00,132.28,219.90900000000002,71.868,32.166 -2020-03-11 08:00:00,129.65,217.81900000000002,62.225,32.166 -2020-03-11 08:15:00,131.66,215.915,62.225,32.166 -2020-03-11 08:30:00,130.64,210.942,62.225,32.166 -2020-03-11 08:45:00,131.27,206.542,62.225,32.166 -2020-03-11 09:00:00,134.97,199.05900000000003,58.802,32.166 -2020-03-11 09:15:00,139.13,195.53599999999997,58.802,32.166 -2020-03-11 09:30:00,141.53,194.37099999999998,58.802,32.166 -2020-03-11 09:45:00,138.32,191.662,58.802,32.166 -2020-03-11 10:00:00,134.68,188.90900000000002,54.122,32.166 -2020-03-11 10:15:00,135.2,186.00400000000002,54.122,32.166 -2020-03-11 10:30:00,134.26,183.71599999999998,54.122,32.166 -2020-03-11 10:45:00,133.84,183.042,54.122,32.166 -2020-03-11 11:00:00,133.84,180.051,54.368,32.166 -2020-03-11 11:15:00,136.34,179.623,54.368,32.166 -2020-03-11 11:30:00,134.04,179.273,54.368,32.166 -2020-03-11 11:45:00,134.3,178.97400000000002,54.368,32.166 -2020-03-11 12:00:00,136.13,173.747,52.74,32.166 -2020-03-11 12:15:00,139.12,174.074,52.74,32.166 -2020-03-11 12:30:00,137.79,173.21900000000002,52.74,32.166 -2020-03-11 12:45:00,132.99,174.07,52.74,32.166 -2020-03-11 13:00:00,129.17,173.736,52.544,32.166 -2020-03-11 13:15:00,130.87,172.03599999999997,52.544,32.166 -2020-03-11 13:30:00,132.75,170.476,52.544,32.166 -2020-03-11 13:45:00,134.79,169.96099999999998,52.544,32.166 -2020-03-11 14:00:00,129.47,171.979,53.602,32.166 -2020-03-11 14:15:00,126.72,171.09799999999998,53.602,32.166 -2020-03-11 14:30:00,128.13,171.03900000000002,53.602,32.166 -2020-03-11 14:45:00,124.89,172.03799999999998,53.602,32.166 -2020-03-11 15:00:00,129.33,173.86900000000003,55.59,32.166 -2020-03-11 15:15:00,130.78,172.476,55.59,32.166 -2020-03-11 15:30:00,132.29,172.37,55.59,32.166 -2020-03-11 15:45:00,130.2,172.433,55.59,32.166 -2020-03-11 16:00:00,126.12,175.97400000000002,57.586999999999996,32.166 -2020-03-11 16:15:00,122.31,177.64700000000002,57.586999999999996,32.166 -2020-03-11 16:30:00,122.71,179.671,57.586999999999996,32.166 -2020-03-11 16:45:00,123.16,179.915,57.586999999999996,32.166 -2020-03-11 17:00:00,125.12,182.75099999999998,62.111999999999995,32.166 -2020-03-11 17:15:00,128.58,185.418,62.111999999999995,32.166 -2020-03-11 17:30:00,127.81,188.40200000000002,62.111999999999995,32.166 -2020-03-11 17:45:00,130.41,189.523,62.111999999999995,32.166 -2020-03-11 18:00:00,142.61,192.77200000000002,64.605,32.166 -2020-03-11 18:15:00,140.13,193.701,64.605,32.166 -2020-03-11 18:30:00,143.86,192.095,64.605,32.166 -2020-03-11 18:45:00,134.22,194.179,64.605,32.166 -2020-03-11 19:00:00,135.54,192.81400000000002,65.55199999999999,32.166 -2020-03-11 19:15:00,132.58,189.88,65.55199999999999,32.166 -2020-03-11 19:30:00,135.41,189.21400000000003,65.55199999999999,32.166 -2020-03-11 19:45:00,134.32,186.36900000000003,65.55199999999999,32.166 -2020-03-11 20:00:00,127.68,180.81099999999998,66.778,32.166 -2020-03-11 20:15:00,121.46,175.696,66.778,32.166 -2020-03-11 20:30:00,114.11,172.178,66.778,32.166 -2020-03-11 20:45:00,112.76,169.74599999999998,66.778,32.166 -2020-03-11 21:00:00,103.63,166.476,56.103,32.166 -2020-03-11 21:15:00,103.76,163.215,56.103,32.166 -2020-03-11 21:30:00,107.96,160.925,56.103,32.166 -2020-03-11 21:45:00,109.11,160.89700000000002,56.103,32.166 -2020-03-11 22:00:00,106.52,153.386,51.371,32.166 -2020-03-11 22:15:00,101.13,149.535,51.371,32.166 -2020-03-11 22:30:00,100.38,133.38299999999998,51.371,32.166 -2020-03-11 22:45:00,98.36,125.639,51.371,32.166 -2020-03-11 23:00:00,94.04,118.964,42.798,32.166 -2020-03-11 23:15:00,90.56,117.34100000000001,42.798,32.166 -2020-03-11 23:30:00,90.47,118.929,42.798,32.166 -2020-03-11 23:45:00,92.85,119.251,42.798,32.166 -2020-03-12 00:00:00,90.26,114.434,39.069,32.166 -2020-03-12 00:15:00,83.72,112.744,39.069,32.166 -2020-03-12 00:30:00,85.51,111.87,39.069,32.166 -2020-03-12 00:45:00,85.74,111.79299999999999,39.069,32.166 -2020-03-12 01:00:00,82.15,113.084,37.043,32.166 -2020-03-12 01:15:00,81.61,113.43700000000001,37.043,32.166 -2020-03-12 01:30:00,83.56,113.417,37.043,32.166 -2020-03-12 01:45:00,83.38,113.586,37.043,32.166 -2020-03-12 02:00:00,79.78,115.43700000000001,34.625,32.166 -2020-03-12 02:15:00,79.93,116.348,34.625,32.166 -2020-03-12 02:30:00,80.09,117.28200000000001,34.625,32.166 -2020-03-12 02:45:00,83.47,119.03299999999999,34.625,32.166 -2020-03-12 03:00:00,79.75,121.67200000000001,33.812,32.166 -2020-03-12 03:15:00,83.53,123.359,33.812,32.166 -2020-03-12 03:30:00,85.78,125.258,33.812,32.166 -2020-03-12 03:45:00,86.38,126.495,33.812,32.166 -2020-03-12 04:00:00,83.32,139.841,35.236999999999995,32.166 -2020-03-12 04:15:00,85.25,152.864,35.236999999999995,32.166 -2020-03-12 04:30:00,89.13,154.987,35.236999999999995,32.166 -2020-03-12 04:45:00,87.85,156.718,35.236999999999995,32.166 -2020-03-12 05:00:00,87.66,191.12900000000002,40.375,32.166 -2020-03-12 05:15:00,89.16,222.2,40.375,32.166 -2020-03-12 05:30:00,92.45,216.27900000000002,40.375,32.166 -2020-03-12 05:45:00,94.7,208.10299999999998,40.375,32.166 -2020-03-12 06:00:00,106.37,205.355,52.316,32.166 -2020-03-12 06:15:00,109.43,211.613,52.316,32.166 -2020-03-12 06:30:00,110.52,213.139,52.316,32.166 -2020-03-12 06:45:00,112.03,216.136,52.316,32.166 -2020-03-12 07:00:00,115.95,218.495,64.115,32.166 -2020-03-12 07:15:00,118.25,221.282,64.115,32.166 -2020-03-12 07:30:00,121.19,221.176,64.115,32.166 -2020-03-12 07:45:00,121.25,219.28400000000002,64.115,32.166 -2020-03-12 08:00:00,121.28,217.168,55.033,32.166 -2020-03-12 08:15:00,120.35,215.253,55.033,32.166 -2020-03-12 08:30:00,121.03,210.222,55.033,32.166 -2020-03-12 08:45:00,122.01,205.84099999999998,55.033,32.166 -2020-03-12 09:00:00,121.47,198.373,49.411,32.166 -2020-03-12 09:15:00,118.49,194.851,49.411,32.166 -2020-03-12 09:30:00,119.35,193.707,49.411,32.166 -2020-03-12 09:45:00,117.69,191.012,49.411,32.166 -2020-03-12 10:00:00,118.5,188.274,45.82899999999999,32.166 -2020-03-12 10:15:00,119.49,185.41400000000002,45.82899999999999,32.166 -2020-03-12 10:30:00,118.65,183.149,45.82899999999999,32.166 -2020-03-12 10:45:00,120.54,182.495,45.82899999999999,32.166 -2020-03-12 11:00:00,120.4,179.497,44.333,32.166 -2020-03-12 11:15:00,120.2,179.092,44.333,32.166 -2020-03-12 11:30:00,120.88,178.748,44.333,32.166 -2020-03-12 11:45:00,118.34,178.46900000000002,44.333,32.166 -2020-03-12 12:00:00,117.08,173.262,42.95,32.166 -2020-03-12 12:15:00,116.25,173.6,42.95,32.166 -2020-03-12 12:30:00,115.75,172.706,42.95,32.166 -2020-03-12 12:45:00,109.47,173.554,42.95,32.166 -2020-03-12 13:00:00,108.09,173.266,42.489,32.166 -2020-03-12 13:15:00,115.15,171.544,42.489,32.166 -2020-03-12 13:30:00,115.05,169.97099999999998,42.489,32.166 -2020-03-12 13:45:00,111.73,169.46099999999998,42.489,32.166 -2020-03-12 14:00:00,112.25,171.55,43.448,32.166 -2020-03-12 14:15:00,113.98,170.643,43.448,32.166 -2020-03-12 14:30:00,117.08,170.551,43.448,32.166 -2020-03-12 14:45:00,119.53,171.55900000000003,43.448,32.166 -2020-03-12 15:00:00,118.97,173.39700000000002,45.994,32.166 -2020-03-12 15:15:00,118.68,171.975,45.994,32.166 -2020-03-12 15:30:00,117.13,171.81599999999997,45.994,32.166 -2020-03-12 15:45:00,119.59,171.862,45.994,32.166 -2020-03-12 16:00:00,119.06,175.407,48.167,32.166 -2020-03-12 16:15:00,118.71,177.05700000000002,48.167,32.166 -2020-03-12 16:30:00,116.06,179.081,48.167,32.166 -2020-03-12 16:45:00,116.15,179.28099999999998,48.167,32.166 -2020-03-12 17:00:00,117.1,182.13099999999997,52.637,32.166 -2020-03-12 17:15:00,117.47,184.803,52.637,32.166 -2020-03-12 17:30:00,124.27,187.81,52.637,32.166 -2020-03-12 17:45:00,130.48,188.94400000000002,52.637,32.166 -2020-03-12 18:00:00,135.41,192.19799999999998,55.739,32.166 -2020-03-12 18:15:00,134.81,193.199,55.739,32.166 -2020-03-12 18:30:00,135.02,191.58900000000003,55.739,32.166 -2020-03-12 18:45:00,141.44,193.692,55.739,32.166 -2020-03-12 19:00:00,139.92,192.29,56.36600000000001,32.166 -2020-03-12 19:15:00,135.83,189.375,56.36600000000001,32.166 -2020-03-12 19:30:00,133.89,188.739,56.36600000000001,32.166 -2020-03-12 19:45:00,136.57,185.94099999999997,56.36600000000001,32.166 -2020-03-12 20:00:00,127.47,180.352,56.338,32.166 -2020-03-12 20:15:00,117.38,175.25400000000002,56.338,32.166 -2020-03-12 20:30:00,114.25,171.765,56.338,32.166 -2020-03-12 20:45:00,118.49,169.33599999999998,56.338,32.166 -2020-03-12 21:00:00,110.15,166.05599999999998,49.894,32.166 -2020-03-12 21:15:00,109.53,162.791,49.894,32.166 -2020-03-12 21:30:00,99.6,160.502,49.894,32.166 -2020-03-12 21:45:00,103.89,160.494,49.894,32.166 -2020-03-12 22:00:00,96.79,152.968,46.687,32.166 -2020-03-12 22:15:00,101.17,149.144,46.687,32.166 -2020-03-12 22:30:00,99.91,132.936,46.687,32.166 -2020-03-12 22:45:00,97.37,125.19200000000001,46.687,32.166 -2020-03-12 23:00:00,90.19,118.515,39.211,32.166 -2020-03-12 23:15:00,91.27,116.912,39.211,32.166 -2020-03-12 23:30:00,89.72,118.506,39.211,32.166 -2020-03-12 23:45:00,90.08,118.85600000000001,39.211,32.166 -2020-03-13 00:00:00,79.34,112.801,36.616,32.166 -2020-03-13 00:15:00,81.17,111.344,36.616,32.166 -2020-03-13 00:30:00,84.9,110.35700000000001,36.616,32.166 -2020-03-13 00:45:00,84.62,110.445,36.616,32.166 -2020-03-13 01:00:00,76.48,111.34,33.799,32.166 -2020-03-13 01:15:00,75.14,112.479,33.799,32.166 -2020-03-13 01:30:00,75.63,112.32,33.799,32.166 -2020-03-13 01:45:00,78.52,112.565,33.799,32.166 -2020-03-13 02:00:00,80.3,114.60600000000001,32.968,32.166 -2020-03-13 02:15:00,78.45,115.39399999999999,32.968,32.166 -2020-03-13 02:30:00,75.39,116.959,32.968,32.166 -2020-03-13 02:45:00,74.75,118.661,32.968,32.166 -2020-03-13 03:00:00,80.8,120.464,33.533,32.166 -2020-03-13 03:15:00,81.43,122.869,33.533,32.166 -2020-03-13 03:30:00,80.63,124.714,33.533,32.166 -2020-03-13 03:45:00,76.96,126.39299999999999,33.533,32.166 -2020-03-13 04:00:00,77.78,139.984,36.102,32.166 -2020-03-13 04:15:00,76.01,152.549,36.102,32.166 -2020-03-13 04:30:00,78.16,155.04,36.102,32.166 -2020-03-13 04:45:00,80.35,155.576,36.102,32.166 -2020-03-13 05:00:00,83.6,188.688,42.423,32.166 -2020-03-13 05:15:00,86.08,221.351,42.423,32.166 -2020-03-13 05:30:00,89.34,216.452,42.423,32.166 -2020-03-13 05:45:00,93.73,208.157,42.423,32.166 -2020-03-13 06:00:00,103.64,205.862,55.38,32.166 -2020-03-13 06:15:00,107.57,210.74,55.38,32.166 -2020-03-13 06:30:00,110.64,211.385,55.38,32.166 -2020-03-13 06:45:00,114.48,215.893,55.38,32.166 -2020-03-13 07:00:00,119.66,217.563,65.929,32.166 -2020-03-13 07:15:00,122.04,221.418,65.929,32.166 -2020-03-13 07:30:00,125.84,220.833,65.929,32.166 -2020-03-13 07:45:00,127.92,218.025,65.929,32.166 -2020-03-13 08:00:00,130.98,214.92700000000002,57.336999999999996,32.166 -2020-03-13 08:15:00,131.41,212.718,57.336999999999996,32.166 -2020-03-13 08:30:00,133.25,208.553,57.336999999999996,32.166 -2020-03-13 08:45:00,132.73,202.65900000000002,57.336999999999996,32.166 -2020-03-13 09:00:00,131.91,195.34099999999998,54.226000000000006,32.166 -2020-03-13 09:15:00,133.92,192.61900000000003,54.226000000000006,32.166 -2020-03-13 09:30:00,134.68,190.99200000000002,54.226000000000006,32.166 -2020-03-13 09:45:00,135.73,188.257,54.226000000000006,32.166 -2020-03-13 10:00:00,134.92,184.42,51.298,32.166 -2020-03-13 10:15:00,135.4,182.248,51.298,32.166 -2020-03-13 10:30:00,134.47,180.012,51.298,32.166 -2020-03-13 10:45:00,135.19,178.93900000000002,51.298,32.166 -2020-03-13 11:00:00,135.89,175.94299999999998,50.839,32.166 -2020-03-13 11:15:00,138.7,174.553,50.839,32.166 -2020-03-13 11:30:00,137.93,175.858,50.839,32.166 -2020-03-13 11:45:00,136.68,175.517,50.839,32.166 -2020-03-13 12:00:00,135.2,171.43099999999998,47.976000000000006,32.166 -2020-03-13 12:15:00,133.97,169.679,47.976000000000006,32.166 -2020-03-13 12:30:00,132.57,168.91400000000002,47.976000000000006,32.166 -2020-03-13 12:45:00,133.27,170.15200000000002,47.976000000000006,32.166 -2020-03-13 13:00:00,131.19,170.889,46.299,32.166 -2020-03-13 13:15:00,131.49,169.957,46.299,32.166 -2020-03-13 13:30:00,130.77,168.495,46.299,32.166 -2020-03-13 13:45:00,129.96,167.967,46.299,32.166 -2020-03-13 14:00:00,127.92,168.924,44.971000000000004,32.166 -2020-03-13 14:15:00,127.13,167.878,44.971000000000004,32.166 -2020-03-13 14:30:00,128.48,168.445,44.971000000000004,32.166 -2020-03-13 14:45:00,133.54,169.662,44.971000000000004,32.166 -2020-03-13 15:00:00,132.39,171.033,47.48,32.166 -2020-03-13 15:15:00,129.23,169.125,47.48,32.166 -2020-03-13 15:30:00,123.71,167.375,47.48,32.166 -2020-03-13 15:45:00,127.43,167.642,47.48,32.166 -2020-03-13 16:00:00,125.11,169.949,50.648,32.166 -2020-03-13 16:15:00,125.31,171.919,50.648,32.166 -2020-03-13 16:30:00,131.08,174.01,50.648,32.166 -2020-03-13 16:45:00,131.36,173.954,50.648,32.166 -2020-03-13 17:00:00,133.17,177.222,56.251000000000005,32.166 -2020-03-13 17:15:00,127.14,179.476,56.251000000000005,32.166 -2020-03-13 17:30:00,131.27,182.215,56.251000000000005,32.166 -2020-03-13 17:45:00,129.12,183.114,56.251000000000005,32.166 -2020-03-13 18:00:00,131.24,187.041,58.982,32.166 -2020-03-13 18:15:00,135.17,187.62099999999998,58.982,32.166 -2020-03-13 18:30:00,139.57,186.37900000000002,58.982,32.166 -2020-03-13 18:45:00,139.51,188.546,58.982,32.166 -2020-03-13 19:00:00,133.36,188.09,57.293,32.166 -2020-03-13 19:15:00,128.85,186.59799999999998,57.293,32.166 -2020-03-13 19:30:00,132.49,185.59400000000002,57.293,32.166 -2020-03-13 19:45:00,126.88,182.27900000000002,57.293,32.166 -2020-03-13 20:00:00,119.57,176.699,59.433,32.166 -2020-03-13 20:15:00,115.51,171.71900000000002,59.433,32.166 -2020-03-13 20:30:00,114.29,168.16099999999997,59.433,32.166 -2020-03-13 20:45:00,118.37,166.18200000000002,59.433,32.166 -2020-03-13 21:00:00,112.96,163.543,52.153999999999996,32.166 -2020-03-13 21:15:00,110.25,160.898,52.153999999999996,32.166 -2020-03-13 21:30:00,97.71,158.635,52.153999999999996,32.166 -2020-03-13 21:45:00,100.27,159.203,52.153999999999996,32.166 -2020-03-13 22:00:00,97.93,152.60299999999998,47.125,32.166 -2020-03-13 22:15:00,92.71,148.64700000000002,47.125,32.166 -2020-03-13 22:30:00,96.04,139.16299999999998,47.125,32.166 -2020-03-13 22:45:00,96.36,134.97,47.125,32.166 -2020-03-13 23:00:00,92.48,128.05200000000002,41.236000000000004,32.166 -2020-03-13 23:15:00,86.81,124.382,41.236000000000004,32.166 -2020-03-13 23:30:00,83.75,124.344,41.236000000000004,32.166 -2020-03-13 23:45:00,80.73,124.059,41.236000000000004,32.166 -2020-03-14 00:00:00,77.88,109.852,36.484,31.988000000000003 -2020-03-14 00:15:00,83.78,104.229,36.484,31.988000000000003 -2020-03-14 00:30:00,82.86,104.44,36.484,31.988000000000003 -2020-03-14 00:45:00,81.65,105.12,36.484,31.988000000000003 -2020-03-14 01:00:00,70.41,106.62100000000001,32.391999999999996,31.988000000000003 -2020-03-14 01:15:00,73.58,106.88,32.391999999999996,31.988000000000003 -2020-03-14 01:30:00,71.51,106.098,32.391999999999996,31.988000000000003 -2020-03-14 01:45:00,71.4,106.311,32.391999999999996,31.988000000000003 -2020-03-14 02:00:00,70.84,108.875,30.194000000000003,31.988000000000003 -2020-03-14 02:15:00,70.05,109.193,30.194000000000003,31.988000000000003 -2020-03-14 02:30:00,68.78,109.60700000000001,30.194000000000003,31.988000000000003 -2020-03-14 02:45:00,70.66,111.51299999999999,30.194000000000003,31.988000000000003 -2020-03-14 03:00:00,74.8,113.75299999999999,29.677,31.988000000000003 -2020-03-14 03:15:00,77.05,114.881,29.677,31.988000000000003 -2020-03-14 03:30:00,75.79,115.251,29.677,31.988000000000003 -2020-03-14 03:45:00,74.51,117.256,29.677,31.988000000000003 -2020-03-14 04:00:00,73.14,126.67299999999999,29.616,31.988000000000003 -2020-03-14 04:15:00,76.99,136.685,29.616,31.988000000000003 -2020-03-14 04:30:00,79.29,136.898,29.616,31.988000000000003 -2020-03-14 04:45:00,79.22,136.989,29.616,31.988000000000003 -2020-03-14 05:00:00,73.08,153.809,29.625,31.988000000000003 -2020-03-14 05:15:00,73.44,166.923,29.625,31.988000000000003 -2020-03-14 05:30:00,78.54,162.54399999999998,29.625,31.988000000000003 -2020-03-14 05:45:00,82.22,160.054,29.625,31.988000000000003 -2020-03-14 06:00:00,85.25,177.106,30.551,31.988000000000003 -2020-03-14 06:15:00,78.08,198.613,30.551,31.988000000000003 -2020-03-14 06:30:00,81.79,193.703,30.551,31.988000000000003 -2020-03-14 06:45:00,83.22,189.206,30.551,31.988000000000003 -2020-03-14 07:00:00,89.51,187.062,34.865,31.988000000000003 -2020-03-14 07:15:00,91.04,189.51,34.865,31.988000000000003 -2020-03-14 07:30:00,91.15,191.669,34.865,31.988000000000003 -2020-03-14 07:45:00,90.05,192.73,34.865,31.988000000000003 -2020-03-14 08:00:00,95.18,193.46599999999998,41.456,31.988000000000003 -2020-03-14 08:15:00,100.55,194.687,41.456,31.988000000000003 -2020-03-14 08:30:00,104.99,192.00400000000002,41.456,31.988000000000003 -2020-03-14 08:45:00,103.55,189.274,41.456,31.988000000000003 -2020-03-14 09:00:00,103.12,184.047,43.001999999999995,31.988000000000003 -2020-03-14 09:15:00,109.55,182.112,43.001999999999995,31.988000000000003 -2020-03-14 09:30:00,113.29,181.43599999999998,43.001999999999995,31.988000000000003 -2020-03-14 09:45:00,114.02,178.81,43.001999999999995,31.988000000000003 -2020-03-14 10:00:00,110.04,175.35,42.047,31.988000000000003 -2020-03-14 10:15:00,109.56,173.428,42.047,31.988000000000003 -2020-03-14 10:30:00,115.95,171.328,42.047,31.988000000000003 -2020-03-14 10:45:00,117.43,171.47400000000002,42.047,31.988000000000003 -2020-03-14 11:00:00,116.25,168.637,39.894,31.988000000000003 -2020-03-14 11:15:00,113.56,166.72400000000002,39.894,31.988000000000003 -2020-03-14 11:30:00,120.33,167.00400000000002,39.894,31.988000000000003 -2020-03-14 11:45:00,122.42,165.852,39.894,31.988000000000003 -2020-03-14 12:00:00,112.56,160.997,38.122,31.988000000000003 -2020-03-14 12:15:00,110.8,159.982,38.122,31.988000000000003 -2020-03-14 12:30:00,105.88,159.467,38.122,31.988000000000003 -2020-03-14 12:45:00,104.72,160.058,38.122,31.988000000000003 -2020-03-14 13:00:00,102.48,160.347,34.645,31.988000000000003 -2020-03-14 13:15:00,101.32,157.35299999999998,34.645,31.988000000000003 -2020-03-14 13:30:00,99.94,155.47299999999998,34.645,31.988000000000003 -2020-03-14 13:45:00,98.58,155.225,34.645,31.988000000000003 -2020-03-14 14:00:00,96.86,157.421,33.739000000000004,31.988000000000003 -2020-03-14 14:15:00,96.28,155.673,33.739000000000004,31.988000000000003 -2020-03-14 14:30:00,96.6,154.406,33.739000000000004,31.988000000000003 -2020-03-14 14:45:00,97.2,155.903,33.739000000000004,31.988000000000003 -2020-03-14 15:00:00,96.67,157.937,35.908,31.988000000000003 -2020-03-14 15:15:00,95.72,156.866,35.908,31.988000000000003 -2020-03-14 15:30:00,95.92,156.571,35.908,31.988000000000003 -2020-03-14 15:45:00,95.09,156.715,35.908,31.988000000000003 -2020-03-14 16:00:00,95.88,158.109,39.249,31.988000000000003 -2020-03-14 16:15:00,95.55,160.806,39.249,31.988000000000003 -2020-03-14 16:30:00,95.24,162.874,39.249,31.988000000000003 -2020-03-14 16:45:00,95.42,163.626,39.249,31.988000000000003 -2020-03-14 17:00:00,99.69,166.172,46.045,31.988000000000003 -2020-03-14 17:15:00,99.32,169.774,46.045,31.988000000000003 -2020-03-14 17:30:00,101.07,172.42700000000002,46.045,31.988000000000003 -2020-03-14 17:45:00,102.78,173.00599999999997,46.045,31.988000000000003 -2020-03-14 18:00:00,107.78,176.59599999999998,48.238,31.988000000000003 -2020-03-14 18:15:00,108.04,179.19299999999998,48.238,31.988000000000003 -2020-03-14 18:30:00,111.45,179.40099999999998,48.238,31.988000000000003 -2020-03-14 18:45:00,111.41,177.924,48.238,31.988000000000003 -2020-03-14 19:00:00,111.15,178.12599999999998,46.785,31.988000000000003 -2020-03-14 19:15:00,109.51,176.055,46.785,31.988000000000003 -2020-03-14 19:30:00,108.23,175.903,46.785,31.988000000000003 -2020-03-14 19:45:00,106.14,172.66299999999998,46.785,31.988000000000003 -2020-03-14 20:00:00,101.01,169.296,39.830999999999996,31.988000000000003 -2020-03-14 20:15:00,97.68,166.32299999999998,39.830999999999996,31.988000000000003 -2020-03-14 20:30:00,93.02,162.352,39.830999999999996,31.988000000000003 -2020-03-14 20:45:00,93.19,160.203,39.830999999999996,31.988000000000003 -2020-03-14 21:00:00,89.17,159.56799999999998,34.063,31.988000000000003 -2020-03-14 21:15:00,86.26,157.30700000000002,34.063,31.988000000000003 -2020-03-14 21:30:00,89.1,156.261,34.063,31.988000000000003 -2020-03-14 21:45:00,87.56,156.39,34.063,31.988000000000003 -2020-03-14 22:00:00,82.87,151.08100000000002,34.455999999999996,31.988000000000003 -2020-03-14 22:15:00,83.61,149.59799999999998,34.455999999999996,31.988000000000003 -2020-03-14 22:30:00,77.72,146.056,34.455999999999996,31.988000000000003 -2020-03-14 22:45:00,79.25,143.726,34.455999999999996,31.988000000000003 -2020-03-14 23:00:00,75.28,139.096,27.840999999999998,31.988000000000003 -2020-03-14 23:15:00,72.99,133.905,27.840999999999998,31.988000000000003 -2020-03-14 23:30:00,72.93,132.463,27.840999999999998,31.988000000000003 -2020-03-14 23:45:00,71.64,129.89,27.840999999999998,31.988000000000003 -2020-03-15 00:00:00,66.91,110.05799999999999,20.007,31.988000000000003 -2020-03-15 00:15:00,67.0,103.98700000000001,20.007,31.988000000000003 -2020-03-15 00:30:00,66.54,103.802,20.007,31.988000000000003 -2020-03-15 00:45:00,65.35,105.135,20.007,31.988000000000003 -2020-03-15 01:00:00,62.97,106.49,17.378,31.988000000000003 -2020-03-15 01:15:00,63.28,107.705,17.378,31.988000000000003 -2020-03-15 01:30:00,60.74,107.381,17.378,31.988000000000003 -2020-03-15 01:45:00,63.48,107.251,17.378,31.988000000000003 -2020-03-15 02:00:00,61.21,109.098,16.145,31.988000000000003 -2020-03-15 02:15:00,61.18,108.698,16.145,31.988000000000003 -2020-03-15 02:30:00,60.17,109.969,16.145,31.988000000000003 -2020-03-15 02:45:00,61.4,112.275,16.145,31.988000000000003 -2020-03-15 03:00:00,60.81,114.917,15.427999999999999,31.988000000000003 -2020-03-15 03:15:00,61.75,115.56700000000001,15.427999999999999,31.988000000000003 -2020-03-15 03:30:00,61.32,117.15100000000001,15.427999999999999,31.988000000000003 -2020-03-15 03:45:00,62.75,118.98200000000001,15.427999999999999,31.988000000000003 -2020-03-15 04:00:00,62.97,128.166,16.663,31.988000000000003 -2020-03-15 04:15:00,63.98,137.14700000000002,16.663,31.988000000000003 -2020-03-15 04:30:00,63.98,137.636,16.663,31.988000000000003 -2020-03-15 04:45:00,63.9,137.90200000000002,16.663,31.988000000000003 -2020-03-15 05:00:00,63.92,151.424,17.271,31.988000000000003 -2020-03-15 05:15:00,62.64,162.171,17.271,31.988000000000003 -2020-03-15 05:30:00,63.97,157.541,17.271,31.988000000000003 -2020-03-15 05:45:00,64.06,155.245,17.271,31.988000000000003 -2020-03-15 06:00:00,63.06,171.845,17.612000000000002,31.988000000000003 -2020-03-15 06:15:00,61.28,191.857,17.612000000000002,31.988000000000003 -2020-03-15 06:30:00,58.8,185.75099999999998,17.612000000000002,31.988000000000003 -2020-03-15 06:45:00,61.36,180.08599999999998,17.612000000000002,31.988000000000003 -2020-03-15 07:00:00,63.14,180.313,20.88,31.988000000000003 -2020-03-15 07:15:00,62.27,181.68,20.88,31.988000000000003 -2020-03-15 07:30:00,66.04,182.82299999999998,20.88,31.988000000000003 -2020-03-15 07:45:00,68.94,183.12,20.88,31.988000000000003 -2020-03-15 08:00:00,71.34,185.66299999999998,25.861,31.988000000000003 -2020-03-15 08:15:00,73.91,186.957,25.861,31.988000000000003 -2020-03-15 08:30:00,74.04,185.912,25.861,31.988000000000003 -2020-03-15 08:45:00,74.07,185.106,25.861,31.988000000000003 -2020-03-15 09:00:00,74.58,179.49,27.921999999999997,31.988000000000003 -2020-03-15 09:15:00,73.36,178.012,27.921999999999997,31.988000000000003 -2020-03-15 09:30:00,75.48,177.27,27.921999999999997,31.988000000000003 -2020-03-15 09:45:00,75.64,174.68599999999998,27.921999999999997,31.988000000000003 -2020-03-15 10:00:00,75.27,173.71099999999998,29.048000000000002,31.988000000000003 -2020-03-15 10:15:00,74.22,172.36,29.048000000000002,31.988000000000003 -2020-03-15 10:30:00,73.91,170.886,29.048000000000002,31.988000000000003 -2020-03-15 10:45:00,74.56,169.398,29.048000000000002,31.988000000000003 -2020-03-15 11:00:00,77.3,167.37099999999998,32.02,31.988000000000003 -2020-03-15 11:15:00,80.08,165.544,32.02,31.988000000000003 -2020-03-15 11:30:00,82.09,165.077,32.02,31.988000000000003 -2020-03-15 11:45:00,79.85,164.555,32.02,31.988000000000003 -2020-03-15 12:00:00,78.18,159.333,28.55,31.988000000000003 -2020-03-15 12:15:00,79.4,160.05,28.55,31.988000000000003 -2020-03-15 12:30:00,76.27,158.143,28.55,31.988000000000003 -2020-03-15 12:45:00,75.58,157.72299999999998,28.55,31.988000000000003 -2020-03-15 13:00:00,71.35,157.334,25.601999999999997,31.988000000000003 -2020-03-15 13:15:00,71.38,157.099,25.601999999999997,31.988000000000003 -2020-03-15 13:30:00,70.92,154.85,25.601999999999997,31.988000000000003 -2020-03-15 13:45:00,72.05,154.139,25.601999999999997,31.988000000000003 -2020-03-15 14:00:00,72.64,156.80700000000002,23.916999999999998,31.988000000000003 -2020-03-15 14:15:00,71.93,156.235,23.916999999999998,31.988000000000003 -2020-03-15 14:30:00,71.59,155.931,23.916999999999998,31.988000000000003 -2020-03-15 14:45:00,71.9,156.895,23.916999999999998,31.988000000000003 -2020-03-15 15:00:00,73.94,157.505,24.064,31.988000000000003 -2020-03-15 15:15:00,72.87,157.013,24.064,31.988000000000003 -2020-03-15 15:30:00,73.03,157.2,24.064,31.988000000000003 -2020-03-15 15:45:00,74.33,158.025,24.064,31.988000000000003 -2020-03-15 16:00:00,76.14,161.00799999999998,28.189,31.988000000000003 -2020-03-15 16:15:00,77.61,162.841,28.189,31.988000000000003 -2020-03-15 16:30:00,78.45,165.28900000000002,28.189,31.988000000000003 -2020-03-15 16:45:00,83.21,166.13099999999997,28.189,31.988000000000003 -2020-03-15 17:00:00,85.3,168.75799999999998,37.576,31.988000000000003 -2020-03-15 17:15:00,86.88,172.24,37.576,31.988000000000003 -2020-03-15 17:30:00,88.48,175.292,37.576,31.988000000000003 -2020-03-15 17:45:00,89.58,178.122,37.576,31.988000000000003 -2020-03-15 18:00:00,97.68,181.27700000000002,42.669,31.988000000000003 -2020-03-15 18:15:00,98.02,185.18,42.669,31.988000000000003 -2020-03-15 18:30:00,103.29,183.335,42.669,31.988000000000003 -2020-03-15 18:45:00,103.7,183.683,42.669,31.988000000000003 -2020-03-15 19:00:00,105.01,183.797,43.538999999999994,31.988000000000003 -2020-03-15 19:15:00,102.92,182.188,43.538999999999994,31.988000000000003 -2020-03-15 19:30:00,101.41,181.878,43.538999999999994,31.988000000000003 -2020-03-15 19:45:00,99.98,180.03400000000002,43.538999999999994,31.988000000000003 -2020-03-15 20:00:00,98.07,176.605,37.330999999999996,31.988000000000003 -2020-03-15 20:15:00,98.05,174.584,37.330999999999996,31.988000000000003 -2020-03-15 20:30:00,102.06,171.94,37.330999999999996,31.988000000000003 -2020-03-15 20:45:00,101.51,168.424,37.330999999999996,31.988000000000003 -2020-03-15 21:00:00,92.01,165.261,33.856,31.988000000000003 -2020-03-15 21:15:00,96.09,162.356,33.856,31.988000000000003 -2020-03-15 21:30:00,95.45,161.513,33.856,31.988000000000003 -2020-03-15 21:45:00,98.39,161.839,33.856,31.988000000000003 -2020-03-15 22:00:00,96.08,155.615,34.711999999999996,31.988000000000003 -2020-03-15 22:15:00,93.54,153.219,34.711999999999996,31.988000000000003 -2020-03-15 22:30:00,88.54,146.49200000000002,34.711999999999996,31.988000000000003 -2020-03-15 22:45:00,88.54,143.184,34.711999999999996,31.988000000000003 -2020-03-15 23:00:00,90.01,135.808,29.698,31.988000000000003 -2020-03-15 23:15:00,90.99,132.591,29.698,31.988000000000003 -2020-03-15 23:30:00,88.54,131.872,29.698,31.988000000000003 -2020-03-15 23:45:00,84.36,130.211,29.698,31.988000000000003 -2020-03-16 00:00:00,75.75,98.40299999999999,29.983,32.166 -2020-03-16 00:15:00,83.47,96.28299999999999,29.983,32.166 -2020-03-16 00:30:00,84.42,95.56,29.983,32.166 -2020-03-16 00:45:00,82.25,95.21799999999999,29.983,32.166 -2020-03-16 01:00:00,77.57,96.861,29.122,32.166 -2020-03-16 01:15:00,80.67,97.205,29.122,32.166 -2020-03-16 01:30:00,81.83,96.76299999999999,29.122,32.166 -2020-03-16 01:45:00,81.92,96.56,29.122,32.166 -2020-03-16 02:00:00,76.07,98.52600000000001,28.676,32.166 -2020-03-16 02:15:00,79.7,98.59200000000001,28.676,32.166 -2020-03-16 02:30:00,80.65,100.493,28.676,32.166 -2020-03-16 02:45:00,81.61,101.565,28.676,32.166 -2020-03-16 03:00:00,77.46,105.42399999999999,26.552,32.166 -2020-03-16 03:15:00,79.91,107.682,26.552,32.166 -2020-03-16 03:30:00,82.47,108.404,26.552,32.166 -2020-03-16 03:45:00,82.23,109.36399999999999,26.552,32.166 -2020-03-16 04:00:00,80.26,122.883,27.44,32.166 -2020-03-16 04:15:00,78.08,136.07299999999998,27.44,32.166 -2020-03-16 04:30:00,78.99,137.483,27.44,32.166 -2020-03-16 04:45:00,83.48,138.162,27.44,32.166 -2020-03-16 05:00:00,85.58,168.11,36.825,32.166 -2020-03-16 05:15:00,89.84,199.683,36.825,32.166 -2020-03-16 05:30:00,94.03,193.502,36.825,32.166 -2020-03-16 05:45:00,98.78,184.55700000000002,36.825,32.166 -2020-03-16 06:00:00,104.82,183.747,56.589,32.166 -2020-03-16 06:15:00,108.78,188.298,56.589,32.166 -2020-03-16 06:30:00,111.69,189.327,56.589,32.166 -2020-03-16 06:45:00,114.28,191.799,56.589,32.166 -2020-03-16 07:00:00,119.75,194.726,67.49,32.166 -2020-03-16 07:15:00,118.99,196.967,67.49,32.166 -2020-03-16 07:30:00,121.18,196.90599999999998,67.49,32.166 -2020-03-16 07:45:00,121.94,194.672,67.49,32.166 -2020-03-16 08:00:00,124.7,193.282,60.028,32.166 -2020-03-16 08:15:00,122.52,192.105,60.028,32.166 -2020-03-16 08:30:00,121.4,187.63,60.028,32.166 -2020-03-16 08:45:00,119.86,184.179,60.028,32.166 -2020-03-16 09:00:00,117.82,178.373,55.018,32.166 -2020-03-16 09:15:00,116.63,174.179,55.018,32.166 -2020-03-16 09:30:00,117.73,173.43099999999998,55.018,32.166 -2020-03-16 09:45:00,115.81,171.18599999999998,55.018,32.166 -2020-03-16 10:00:00,113.41,168.915,51.183,32.166 -2020-03-16 10:15:00,116.0,167.81400000000002,51.183,32.166 -2020-03-16 10:30:00,115.46,165.19799999999998,51.183,32.166 -2020-03-16 10:45:00,117.05,164.111,51.183,32.166 -2020-03-16 11:00:00,113.1,158.343,50.065,32.166 -2020-03-16 11:15:00,113.17,158.403,50.065,32.166 -2020-03-16 11:30:00,113.75,160.048,50.065,32.166 -2020-03-16 11:45:00,114.16,160.379,50.065,32.166 -2020-03-16 12:00:00,111.33,156.921,48.141999999999996,32.166 -2020-03-16 12:15:00,113.06,157.437,48.141999999999996,32.166 -2020-03-16 12:30:00,110.37,156.293,48.141999999999996,32.166 -2020-03-16 12:45:00,110.4,157.15200000000002,48.141999999999996,32.166 -2020-03-16 13:00:00,108.44,157.352,47.887,32.166 -2020-03-16 13:15:00,107.98,155.593,47.887,32.166 -2020-03-16 13:30:00,107.97,152.868,47.887,32.166 -2020-03-16 13:45:00,108.56,152.096,47.887,32.166 -2020-03-16 14:00:00,111.41,153.593,48.571000000000005,32.166 -2020-03-16 14:15:00,108.91,152.257,48.571000000000005,32.166 -2020-03-16 14:30:00,108.43,151.621,48.571000000000005,32.166 -2020-03-16 14:45:00,109.18,152.847,48.571000000000005,32.166 -2020-03-16 15:00:00,110.53,154.037,49.937,32.166 -2020-03-16 15:15:00,110.99,152.216,49.937,32.166 -2020-03-16 15:30:00,110.57,151.31,49.937,32.166 -2020-03-16 15:45:00,112.88,150.865,49.937,32.166 -2020-03-16 16:00:00,113.73,154.678,52.963,32.166 -2020-03-16 16:15:00,114.16,156.461,52.963,32.166 -2020-03-16 16:30:00,116.67,156.502,52.963,32.166 -2020-03-16 16:45:00,119.49,155.469,52.963,32.166 -2020-03-16 17:00:00,120.61,156.90200000000002,61.163999999999994,32.166 -2020-03-16 17:15:00,121.52,159.283,61.163999999999994,32.166 -2020-03-16 17:30:00,124.46,161.386,61.163999999999994,32.166 -2020-03-16 17:45:00,126.0,162.251,61.163999999999994,32.166 -2020-03-16 18:00:00,128.25,166.34799999999998,63.788999999999994,32.166 -2020-03-16 18:15:00,128.87,167.03099999999998,63.788999999999994,32.166 -2020-03-16 18:30:00,132.59,165.72,63.788999999999994,32.166 -2020-03-16 18:45:00,135.2,169.049,63.788999999999994,32.166 -2020-03-16 19:00:00,135.47,167.59,63.913000000000004,32.166 -2020-03-16 19:15:00,135.93,165.708,63.913000000000004,32.166 -2020-03-16 19:30:00,136.42,165.69400000000002,63.913000000000004,32.166 -2020-03-16 19:45:00,139.91,163.987,63.913000000000004,32.166 -2020-03-16 20:00:00,131.55,157.97,65.44,32.166 -2020-03-16 20:15:00,123.08,154.694,65.44,32.166 -2020-03-16 20:30:00,115.5,151.886,65.44,32.166 -2020-03-16 20:45:00,115.34,150.49200000000002,65.44,32.166 -2020-03-16 21:00:00,111.28,145.696,59.117,32.166 -2020-03-16 21:15:00,109.77,142.936,59.117,32.166 -2020-03-16 21:30:00,108.18,142.46200000000002,59.117,32.166 -2020-03-16 21:45:00,108.66,141.463,59.117,32.166 -2020-03-16 22:00:00,100.71,133.118,52.301,32.166 -2020-03-16 22:15:00,101.8,129.96,52.301,32.166 -2020-03-16 22:30:00,98.84,115.694,52.301,32.166 -2020-03-16 22:45:00,97.68,108.209,52.301,32.166 -2020-03-16 23:00:00,98.26,101.245,44.373000000000005,32.166 -2020-03-16 23:15:00,99.14,100.038,44.373000000000005,32.166 -2020-03-16 23:30:00,95.57,100.943,44.373000000000005,32.166 -2020-03-16 23:45:00,90.74,101.705,44.373000000000005,32.166 -2020-03-17 00:00:00,83.29,96.788,44.647,32.166 -2020-03-17 00:15:00,85.18,96.06,44.647,32.166 -2020-03-17 00:30:00,88.73,94.814,44.647,32.166 -2020-03-17 00:45:00,90.01,93.965,44.647,32.166 -2020-03-17 01:00:00,86.46,95.25399999999999,41.433,32.166 -2020-03-17 01:15:00,85.81,95.272,41.433,32.166 -2020-03-17 01:30:00,81.39,94.90299999999999,41.433,32.166 -2020-03-17 01:45:00,87.26,94.779,41.433,32.166 -2020-03-17 02:00:00,87.84,96.57700000000001,39.909,32.166 -2020-03-17 02:15:00,88.12,96.916,39.909,32.166 -2020-03-17 02:30:00,80.08,98.25200000000001,39.909,32.166 -2020-03-17 02:45:00,81.87,99.441,39.909,32.166 -2020-03-17 03:00:00,88.39,102.213,39.14,32.166 -2020-03-17 03:15:00,89.75,104.1,39.14,32.166 -2020-03-17 03:30:00,82.45,105.178,39.14,32.166 -2020-03-17 03:45:00,84.57,105.939,39.14,32.166 -2020-03-17 04:00:00,86.69,118.898,40.015,32.166 -2020-03-17 04:15:00,91.6,131.80700000000002,40.015,32.166 -2020-03-17 04:30:00,94.85,132.954,40.015,32.166 -2020-03-17 04:45:00,92.46,134.70600000000002,40.015,32.166 -2020-03-17 05:00:00,92.95,168.956,44.93600000000001,32.166 -2020-03-17 05:15:00,94.92,200.56099999999998,44.93600000000001,32.166 -2020-03-17 05:30:00,98.34,193.25,44.93600000000001,32.166 -2020-03-17 05:45:00,99.36,184.088,44.93600000000001,32.166 -2020-03-17 06:00:00,109.4,182.72,57.271,32.166 -2020-03-17 06:15:00,112.51,188.58599999999998,57.271,32.166 -2020-03-17 06:30:00,114.99,188.97299999999998,57.271,32.166 -2020-03-17 06:45:00,116.99,190.85,57.271,32.166 -2020-03-17 07:00:00,118.61,193.696,68.352,32.166 -2020-03-17 07:15:00,121.29,195.703,68.352,32.166 -2020-03-17 07:30:00,121.0,195.18,68.352,32.166 -2020-03-17 07:45:00,121.45,192.78,68.352,32.166 -2020-03-17 08:00:00,121.87,191.438,60.717,32.166 -2020-03-17 08:15:00,119.41,189.315,60.717,32.166 -2020-03-17 08:30:00,117.8,184.7,60.717,32.166 -2020-03-17 08:45:00,117.14,180.785,60.717,32.166 -2020-03-17 09:00:00,114.19,174.417,54.603,32.166 -2020-03-17 09:15:00,117.59,171.476,54.603,32.166 -2020-03-17 09:30:00,123.71,171.49200000000002,54.603,32.166 -2020-03-17 09:45:00,123.51,169.47299999999998,54.603,32.166 -2020-03-17 10:00:00,123.65,166.34900000000002,52.308,32.166 -2020-03-17 10:15:00,126.87,164.386,52.308,32.166 -2020-03-17 10:30:00,129.22,161.95,52.308,32.166 -2020-03-17 10:45:00,132.76,161.387,52.308,32.166 -2020-03-17 11:00:00,132.25,156.829,51.838,32.166 -2020-03-17 11:15:00,132.0,156.743,51.838,32.166 -2020-03-17 11:30:00,132.65,157.129,51.838,32.166 -2020-03-17 11:45:00,134.64,157.938,51.838,32.166 -2020-03-17 12:00:00,132.83,153.315,50.375,32.166 -2020-03-17 12:15:00,132.99,153.584,50.375,32.166 -2020-03-17 12:30:00,132.12,153.22299999999998,50.375,32.166 -2020-03-17 12:45:00,133.93,154.017,50.375,32.166 -2020-03-17 13:00:00,132.01,153.819,50.735,32.166 -2020-03-17 13:15:00,130.45,152.21200000000002,50.735,32.166 -2020-03-17 13:30:00,124.25,150.447,50.735,32.166 -2020-03-17 13:45:00,128.13,149.58700000000002,50.735,32.166 -2020-03-17 14:00:00,127.73,151.502,50.946000000000005,32.166 -2020-03-17 14:15:00,128.74,150.222,50.946000000000005,32.166 -2020-03-17 14:30:00,128.92,150.161,50.946000000000005,32.166 -2020-03-17 14:45:00,130.63,151.126,50.946000000000005,32.166 -2020-03-17 15:00:00,132.16,151.93,53.18,32.166 -2020-03-17 15:15:00,132.92,150.592,53.18,32.166 -2020-03-17 15:30:00,132.15,149.77,53.18,32.166 -2020-03-17 15:45:00,132.5,149.059,53.18,32.166 -2020-03-17 16:00:00,131.86,153.01,54.928999999999995,32.166 -2020-03-17 16:15:00,131.47,155.187,54.928999999999995,32.166 -2020-03-17 16:30:00,129.12,155.662,54.928999999999995,32.166 -2020-03-17 16:45:00,130.42,155.007,54.928999999999995,32.166 -2020-03-17 17:00:00,131.53,156.974,60.913000000000004,32.166 -2020-03-17 17:15:00,135.08,159.489,60.913000000000004,32.166 -2020-03-17 17:30:00,143.36,162.031,60.913000000000004,32.166 -2020-03-17 17:45:00,144.28,162.69899999999998,60.913000000000004,32.166 -2020-03-17 18:00:00,137.97,166.455,62.214,32.166 -2020-03-17 18:15:00,138.35,167.197,62.214,32.166 -2020-03-17 18:30:00,140.04,165.55599999999998,62.214,32.166 -2020-03-17 18:45:00,139.14,169.495,62.214,32.166 -2020-03-17 19:00:00,138.8,167.745,62.38,32.166 -2020-03-17 19:15:00,134.96,165.702,62.38,32.166 -2020-03-17 19:30:00,135.63,165.108,62.38,32.166 -2020-03-17 19:45:00,132.59,163.565,62.38,32.166 -2020-03-17 20:00:00,123.95,157.756,65.018,32.166 -2020-03-17 20:15:00,121.08,153.566,65.018,32.166 -2020-03-17 20:30:00,114.15,151.616,65.018,32.166 -2020-03-17 20:45:00,114.92,149.891,65.018,32.166 -2020-03-17 21:00:00,114.69,144.774,56.416000000000004,32.166 -2020-03-17 21:15:00,109.67,142.322,56.416000000000004,32.166 -2020-03-17 21:30:00,107.76,141.31,56.416000000000004,32.166 -2020-03-17 21:45:00,105.9,140.57399999999998,56.416000000000004,32.166 -2020-03-17 22:00:00,108.3,133.65,52.846000000000004,32.166 -2020-03-17 22:15:00,108.41,130.213,52.846000000000004,32.166 -2020-03-17 22:30:00,101.96,116.061,52.846000000000004,32.166 -2020-03-17 22:45:00,96.25,108.795,52.846000000000004,32.166 -2020-03-17 23:00:00,91.66,101.624,44.435,32.166 -2020-03-17 23:15:00,90.02,100.15700000000001,44.435,32.166 -2020-03-17 23:30:00,86.99,100.775,44.435,32.166 -2020-03-17 23:45:00,89.71,101.256,44.435,32.166 -2020-03-18 00:00:00,83.73,96.42299999999999,42.527,32.166 -2020-03-18 00:15:00,89.73,95.705,42.527,32.166 -2020-03-18 00:30:00,86.8,94.446,42.527,32.166 -2020-03-18 00:45:00,85.84,93.59899999999999,42.527,32.166 -2020-03-18 01:00:00,80.74,94.855,38.655,32.166 -2020-03-18 01:15:00,80.02,94.855,38.655,32.166 -2020-03-18 01:30:00,85.25,94.46799999999999,38.655,32.166 -2020-03-18 01:45:00,87.28,94.34899999999999,38.655,32.166 -2020-03-18 02:00:00,86.8,96.135,36.912,32.166 -2020-03-18 02:15:00,84.18,96.462,36.912,32.166 -2020-03-18 02:30:00,79.64,97.82,36.912,32.166 -2020-03-18 02:45:00,86.07,99.01100000000001,36.912,32.166 -2020-03-18 03:00:00,88.69,101.79799999999999,36.98,32.166 -2020-03-18 03:15:00,89.95,103.663,36.98,32.166 -2020-03-18 03:30:00,85.36,104.735,36.98,32.166 -2020-03-18 03:45:00,81.81,105.51,36.98,32.166 -2020-03-18 04:00:00,86.79,118.46600000000001,38.052,32.166 -2020-03-18 04:15:00,90.82,131.358,38.052,32.166 -2020-03-18 04:30:00,92.75,132.518,38.052,32.166 -2020-03-18 04:45:00,88.52,134.257,38.052,32.166 -2020-03-18 05:00:00,90.89,168.46599999999998,42.455,32.166 -2020-03-18 05:15:00,92.19,200.058,42.455,32.166 -2020-03-18 05:30:00,96.66,192.72400000000002,42.455,32.166 -2020-03-18 05:45:00,100.78,183.581,42.455,32.166 -2020-03-18 06:00:00,108.49,182.225,57.986000000000004,32.166 -2020-03-18 06:15:00,111.7,188.088,57.986000000000004,32.166 -2020-03-18 06:30:00,114.37,188.43599999999998,57.986000000000004,32.166 -2020-03-18 06:45:00,118.53,190.293,57.986000000000004,32.166 -2020-03-18 07:00:00,124.03,193.15400000000002,71.868,32.166 -2020-03-18 07:15:00,124.83,195.13,71.868,32.166 -2020-03-18 07:30:00,127.19,194.567,71.868,32.166 -2020-03-18 07:45:00,130.33,192.137,71.868,32.166 -2020-03-18 08:00:00,133.17,190.771,62.225,32.166 -2020-03-18 08:15:00,131.53,188.65099999999998,62.225,32.166 -2020-03-18 08:30:00,133.54,183.987,62.225,32.166 -2020-03-18 08:45:00,132.96,180.095,62.225,32.166 -2020-03-18 09:00:00,129.67,173.738,58.802,32.166 -2020-03-18 09:15:00,131.06,170.799,58.802,32.166 -2020-03-18 09:30:00,130.32,170.835,58.802,32.166 -2020-03-18 09:45:00,125.59,168.834,58.802,32.166 -2020-03-18 10:00:00,123.25,165.722,54.122,32.166 -2020-03-18 10:15:00,118.73,163.805,54.122,32.166 -2020-03-18 10:30:00,115.43,161.391,54.122,32.166 -2020-03-18 10:45:00,117.34,160.849,54.122,32.166 -2020-03-18 11:00:00,117.69,156.282,54.368,32.166 -2020-03-18 11:15:00,118.38,156.218,54.368,32.166 -2020-03-18 11:30:00,118.73,156.61,54.368,32.166 -2020-03-18 11:45:00,118.1,157.438,54.368,32.166 -2020-03-18 12:00:00,117.22,152.83700000000002,52.74,32.166 -2020-03-18 12:15:00,117.72,153.116,52.74,32.166 -2020-03-18 12:30:00,117.55,152.716,52.74,32.166 -2020-03-18 12:45:00,115.41,153.509,52.74,32.166 -2020-03-18 13:00:00,116.23,153.35399999999998,52.544,32.166 -2020-03-18 13:15:00,118.56,151.731,52.544,32.166 -2020-03-18 13:30:00,118.92,149.958,52.544,32.166 -2020-03-18 13:45:00,118.2,149.1,52.544,32.166 -2020-03-18 14:00:00,119.88,151.083,53.602,32.166 -2020-03-18 14:15:00,117.8,149.78,53.602,32.166 -2020-03-18 14:30:00,116.98,149.68200000000002,53.602,32.166 -2020-03-18 14:45:00,119.05,150.655,53.602,32.166 -2020-03-18 15:00:00,115.92,151.475,55.59,32.166 -2020-03-18 15:15:00,111.49,150.108,55.59,32.166 -2020-03-18 15:30:00,111.91,149.237,55.59,32.166 -2020-03-18 15:45:00,121.29,148.507,55.59,32.166 -2020-03-18 16:00:00,119.54,152.477,57.586999999999996,32.166 -2020-03-18 16:15:00,120.09,154.63,57.586999999999996,32.166 -2020-03-18 16:30:00,114.99,155.105,57.586999999999996,32.166 -2020-03-18 16:45:00,117.72,154.4,57.586999999999996,32.166 -2020-03-18 17:00:00,122.47,156.395,62.111999999999995,32.166 -2020-03-18 17:15:00,129.68,158.906,62.111999999999995,32.166 -2020-03-18 17:30:00,131.77,161.46200000000002,62.111999999999995,32.166 -2020-03-18 17:45:00,132.41,162.132,62.111999999999995,32.166 -2020-03-18 18:00:00,131.64,165.895,64.605,32.166 -2020-03-18 18:15:00,126.8,166.695,64.605,32.166 -2020-03-18 18:30:00,135.48,165.045,64.605,32.166 -2020-03-18 18:45:00,144.49,169.00099999999998,64.605,32.166 -2020-03-18 19:00:00,144.79,167.22,65.55199999999999,32.166 -2020-03-18 19:15:00,137.82,165.19299999999998,65.55199999999999,32.166 -2020-03-18 19:30:00,133.32,164.62400000000002,65.55199999999999,32.166 -2020-03-18 19:45:00,131.22,163.12,65.55199999999999,32.166 -2020-03-18 20:00:00,129.19,157.282,66.778,32.166 -2020-03-18 20:15:00,125.46,153.107,66.778,32.166 -2020-03-18 20:30:00,120.34,151.188,66.778,32.166 -2020-03-18 20:45:00,117.63,149.47299999999998,66.778,32.166 -2020-03-18 21:00:00,114.44,144.349,56.103,32.166 -2020-03-18 21:15:00,114.71,141.899,56.103,32.166 -2020-03-18 21:30:00,109.71,140.885,56.103,32.166 -2020-03-18 21:45:00,108.39,140.174,56.103,32.166 -2020-03-18 22:00:00,107.26,133.243,51.371,32.166 -2020-03-18 22:15:00,105.38,129.833,51.371,32.166 -2020-03-18 22:30:00,98.14,115.63600000000001,51.371,32.166 -2020-03-18 22:45:00,94.88,108.369,51.371,32.166 -2020-03-18 23:00:00,88.42,101.18700000000001,42.798,32.166 -2020-03-18 23:15:00,89.09,99.745,42.798,32.166 -2020-03-18 23:30:00,91.31,100.363,42.798,32.166 -2020-03-18 23:45:00,92.36,100.868,42.798,32.166 -2020-03-19 00:00:00,87.88,96.053,39.069,32.166 -2020-03-19 00:15:00,85.89,95.34700000000001,39.069,32.166 -2020-03-19 00:30:00,87.68,94.073,39.069,32.166 -2020-03-19 00:45:00,87.98,93.228,39.069,32.166 -2020-03-19 01:00:00,84.61,94.45200000000001,37.043,32.166 -2020-03-19 01:15:00,79.55,94.434,37.043,32.166 -2020-03-19 01:30:00,77.18,94.027,37.043,32.166 -2020-03-19 01:45:00,78.42,93.915,37.043,32.166 -2020-03-19 02:00:00,79.65,95.69,34.625,32.166 -2020-03-19 02:15:00,86.0,96.006,34.625,32.166 -2020-03-19 02:30:00,83.94,97.384,34.625,32.166 -2020-03-19 02:45:00,86.89,98.575,34.625,32.166 -2020-03-19 03:00:00,82.57,101.37899999999999,33.812,32.166 -2020-03-19 03:15:00,86.09,103.221,33.812,32.166 -2020-03-19 03:30:00,88.78,104.287,33.812,32.166 -2020-03-19 03:45:00,86.84,105.07799999999999,33.812,32.166 -2020-03-19 04:00:00,86.04,118.03,35.236999999999995,32.166 -2020-03-19 04:15:00,87.46,130.905,35.236999999999995,32.166 -2020-03-19 04:30:00,90.13,132.077,35.236999999999995,32.166 -2020-03-19 04:45:00,89.22,133.804,35.236999999999995,32.166 -2020-03-19 05:00:00,87.18,167.97099999999998,40.375,32.166 -2020-03-19 05:15:00,92.65,199.551,40.375,32.166 -2020-03-19 05:30:00,91.79,192.196,40.375,32.166 -2020-03-19 05:45:00,99.25,183.07,40.375,32.166 -2020-03-19 06:00:00,101.84,181.726,52.316,32.166 -2020-03-19 06:15:00,108.97,187.58700000000002,52.316,32.166 -2020-03-19 06:30:00,112.26,187.893,52.316,32.166 -2020-03-19 06:45:00,114.99,189.731,52.316,32.166 -2020-03-19 07:00:00,119.6,192.607,64.115,32.166 -2020-03-19 07:15:00,119.74,194.554,64.115,32.166 -2020-03-19 07:30:00,122.99,193.949,64.115,32.166 -2020-03-19 07:45:00,125.11,191.489,64.115,32.166 -2020-03-19 08:00:00,132.62,190.1,55.033,32.166 -2020-03-19 08:15:00,133.14,187.981,55.033,32.166 -2020-03-19 08:30:00,132.06,183.27,55.033,32.166 -2020-03-19 08:45:00,130.67,179.4,55.033,32.166 -2020-03-19 09:00:00,131.44,173.053,49.411,32.166 -2020-03-19 09:15:00,128.19,170.11599999999999,49.411,32.166 -2020-03-19 09:30:00,130.89,170.173,49.411,32.166 -2020-03-19 09:45:00,133.55,168.19299999999998,49.411,32.166 -2020-03-19 10:00:00,135.03,165.09099999999998,45.82899999999999,32.166 -2020-03-19 10:15:00,135.81,163.22,45.82899999999999,32.166 -2020-03-19 10:30:00,135.42,160.829,45.82899999999999,32.166 -2020-03-19 10:45:00,133.48,160.30700000000002,45.82899999999999,32.166 -2020-03-19 11:00:00,134.38,155.732,44.333,32.166 -2020-03-19 11:15:00,136.87,155.691,44.333,32.166 -2020-03-19 11:30:00,136.53,156.089,44.333,32.166 -2020-03-19 11:45:00,135.15,156.935,44.333,32.166 -2020-03-19 12:00:00,134.45,152.355,42.95,32.166 -2020-03-19 12:15:00,132.99,152.64600000000002,42.95,32.166 -2020-03-19 12:30:00,130.93,152.20600000000002,42.95,32.166 -2020-03-19 12:45:00,131.7,152.998,42.95,32.166 -2020-03-19 13:00:00,131.55,152.886,42.489,32.166 -2020-03-19 13:15:00,136.58,151.246,42.489,32.166 -2020-03-19 13:30:00,137.49,149.465,42.489,32.166 -2020-03-19 13:45:00,130.19,148.61,42.489,32.166 -2020-03-19 14:00:00,126.15,150.662,43.448,32.166 -2020-03-19 14:15:00,126.13,149.335,43.448,32.166 -2020-03-19 14:30:00,128.46,149.201,43.448,32.166 -2020-03-19 14:45:00,126.37,150.18,43.448,32.166 -2020-03-19 15:00:00,127.54,151.016,45.994,32.166 -2020-03-19 15:15:00,133.12,149.622,45.994,32.166 -2020-03-19 15:30:00,132.92,148.701,45.994,32.166 -2020-03-19 15:45:00,133.74,147.954,45.994,32.166 -2020-03-19 16:00:00,129.51,151.94,48.167,32.166 -2020-03-19 16:15:00,133.23,154.07,48.167,32.166 -2020-03-19 16:30:00,134.2,154.545,48.167,32.166 -2020-03-19 16:45:00,133.59,153.78799999999998,48.167,32.166 -2020-03-19 17:00:00,130.78,155.813,52.637,32.166 -2020-03-19 17:15:00,129.72,158.317,52.637,32.166 -2020-03-19 17:30:00,130.87,160.888,52.637,32.166 -2020-03-19 17:45:00,140.13,161.56,52.637,32.166 -2020-03-19 18:00:00,142.78,165.331,55.739,32.166 -2020-03-19 18:15:00,139.96,166.188,55.739,32.166 -2020-03-19 18:30:00,137.06,164.53099999999998,55.739,32.166 -2020-03-19 18:45:00,135.97,168.502,55.739,32.166 -2020-03-19 19:00:00,140.2,166.69099999999997,56.36600000000001,32.166 -2020-03-19 19:15:00,139.3,164.68,56.36600000000001,32.166 -2020-03-19 19:30:00,137.47,164.135,56.36600000000001,32.166 -2020-03-19 19:45:00,134.57,162.673,56.36600000000001,32.166 -2020-03-19 20:00:00,124.92,156.805,56.338,32.166 -2020-03-19 20:15:00,122.58,152.644,56.338,32.166 -2020-03-19 20:30:00,124.08,150.756,56.338,32.166 -2020-03-19 20:45:00,121.71,149.05200000000002,56.338,32.166 -2020-03-19 21:00:00,111.74,143.921,49.894,32.166 -2020-03-19 21:15:00,110.78,141.474,49.894,32.166 -2020-03-19 21:30:00,112.46,140.45600000000002,49.894,32.166 -2020-03-19 21:45:00,110.73,139.77100000000002,49.894,32.166 -2020-03-19 22:00:00,106.07,132.833,46.687,32.166 -2020-03-19 22:15:00,102.14,129.44899999999998,46.687,32.166 -2020-03-19 22:30:00,100.56,115.20700000000001,46.687,32.166 -2020-03-19 22:45:00,100.02,107.939,46.687,32.166 -2020-03-19 23:00:00,93.88,100.74600000000001,39.211,32.166 -2020-03-19 23:15:00,92.98,99.32700000000001,39.211,32.166 -2020-03-19 23:30:00,90.87,99.948,39.211,32.166 -2020-03-19 23:45:00,92.97,100.475,39.211,32.166 -2020-03-20 00:00:00,81.31,94.274,36.616,32.166 -2020-03-20 00:15:00,83.1,93.804,36.616,32.166 -2020-03-20 00:30:00,80.74,92.495,36.616,32.166 -2020-03-20 00:45:00,87.41,91.87299999999999,36.616,32.166 -2020-03-20 01:00:00,85.22,92.698,33.799,32.166 -2020-03-20 01:15:00,85.31,93.18799999999999,33.799,32.166 -2020-03-20 01:30:00,79.72,92.814,33.799,32.166 -2020-03-20 01:45:00,79.16,92.711,33.799,32.166 -2020-03-20 02:00:00,75.56,94.837,32.968,32.166 -2020-03-20 02:15:00,78.31,95.037,32.968,32.166 -2020-03-20 02:30:00,84.24,97.10799999999999,32.968,32.166 -2020-03-20 02:45:00,84.88,98.116,32.968,32.166 -2020-03-20 03:00:00,84.31,100.412,33.533,32.166 -2020-03-20 03:15:00,80.11,102.57,33.533,32.166 -2020-03-20 03:30:00,86.07,103.539,33.533,32.166 -2020-03-20 03:45:00,86.71,104.882,33.533,32.166 -2020-03-20 04:00:00,89.04,118.052,36.102,32.166 -2020-03-20 04:15:00,86.87,130.207,36.102,32.166 -2020-03-20 04:30:00,82.36,131.881,36.102,32.166 -2020-03-20 04:45:00,84.69,132.501,36.102,32.166 -2020-03-20 05:00:00,89.4,165.488,42.423,32.166 -2020-03-20 05:15:00,90.87,198.532,42.423,32.166 -2020-03-20 05:30:00,93.45,192.05200000000002,42.423,32.166 -2020-03-20 05:45:00,99.81,182.74599999999998,42.423,32.166 -2020-03-20 06:00:00,105.17,181.84099999999998,55.38,32.166 -2020-03-20 06:15:00,110.26,186.604,55.38,32.166 -2020-03-20 06:30:00,112.63,186.18099999999998,55.38,32.166 -2020-03-20 06:45:00,116.56,189.22299999999998,55.38,32.166 -2020-03-20 07:00:00,123.53,191.669,65.929,32.166 -2020-03-20 07:15:00,124.74,194.675,65.929,32.166 -2020-03-20 07:30:00,128.22,193.28099999999998,65.929,32.166 -2020-03-20 07:45:00,131.67,190.02700000000002,65.929,32.166 -2020-03-20 08:00:00,135.19,187.975,57.336999999999996,32.166 -2020-03-20 08:15:00,135.75,185.748,57.336999999999996,32.166 -2020-03-20 08:30:00,136.9,181.74200000000002,57.336999999999996,32.166 -2020-03-20 08:45:00,138.65,176.588,57.336999999999996,32.166 -2020-03-20 09:00:00,138.65,169.93400000000003,54.226000000000006,32.166 -2020-03-20 09:15:00,141.78,168.017,54.226000000000006,32.166 -2020-03-20 09:30:00,141.41,167.548,54.226000000000006,32.166 -2020-03-20 09:45:00,140.33,165.61,54.226000000000006,32.166 -2020-03-20 10:00:00,137.44,161.526,51.298,32.166 -2020-03-20 10:15:00,138.85,160.215,51.298,32.166 -2020-03-20 10:30:00,139.49,157.942,51.298,32.166 -2020-03-20 10:45:00,140.16,157.05,51.298,32.166 -2020-03-20 11:00:00,135.6,152.503,50.839,32.166 -2020-03-20 11:15:00,134.52,151.446,50.839,32.166 -2020-03-20 11:30:00,136.04,153.204,50.839,32.166 -2020-03-20 11:45:00,132.53,153.84799999999998,50.839,32.166 -2020-03-20 12:00:00,128.08,150.317,47.976000000000006,32.166 -2020-03-20 12:15:00,131.48,148.69899999999998,47.976000000000006,32.166 -2020-03-20 12:30:00,131.48,148.384,47.976000000000006,32.166 -2020-03-20 12:45:00,128.91,149.39600000000002,47.976000000000006,32.166 -2020-03-20 13:00:00,125.64,150.276,46.299,32.166 -2020-03-20 13:15:00,127.45,149.352,46.299,32.166 -2020-03-20 13:30:00,121.83,147.784,46.299,32.166 -2020-03-20 13:45:00,121.45,146.958,46.299,32.166 -2020-03-20 14:00:00,122.13,147.91299999999998,44.971000000000004,32.166 -2020-03-20 14:15:00,122.95,146.52700000000002,44.971000000000004,32.166 -2020-03-20 14:30:00,119.93,147.18,44.971000000000004,32.166 -2020-03-20 14:45:00,118.5,148.24,44.971000000000004,32.166 -2020-03-20 15:00:00,118.31,148.666,47.48,32.166 -2020-03-20 15:15:00,118.3,146.813,47.48,32.166 -2020-03-20 15:30:00,117.43,144.417,47.48,32.166 -2020-03-20 15:45:00,118.9,143.97299999999998,47.48,32.166 -2020-03-20 16:00:00,119.03,146.799,50.648,32.166 -2020-03-20 16:15:00,117.4,149.28,50.648,32.166 -2020-03-20 16:30:00,117.62,149.784,50.648,32.166 -2020-03-20 16:45:00,116.65,148.667,50.648,32.166 -2020-03-20 17:00:00,118.31,151.38299999999998,56.251000000000005,32.166 -2020-03-20 17:15:00,119.69,153.495,56.251000000000005,32.166 -2020-03-20 17:30:00,121.15,155.864,56.251000000000005,32.166 -2020-03-20 17:45:00,124.53,156.298,56.251000000000005,32.166 -2020-03-20 18:00:00,130.12,160.666,58.982,32.166 -2020-03-20 18:15:00,129.06,160.994,58.982,32.166 -2020-03-20 18:30:00,130.46,159.622,58.982,32.166 -2020-03-20 18:45:00,132.02,163.724,58.982,32.166 -2020-03-20 19:00:00,134.39,162.879,57.293,32.166 -2020-03-20 19:15:00,130.14,162.16299999999998,57.293,32.166 -2020-03-20 19:30:00,128.96,161.32399999999998,57.293,32.166 -2020-03-20 19:45:00,127.91,159.238,57.293,32.166 -2020-03-20 20:00:00,121.85,153.34799999999998,59.433,32.166 -2020-03-20 20:15:00,124.01,149.438,59.433,32.166 -2020-03-20 20:30:00,121.62,147.405,59.433,32.166 -2020-03-20 20:45:00,115.58,145.928,59.433,32.166 -2020-03-20 21:00:00,107.59,141.58700000000002,52.153999999999996,32.166 -2020-03-20 21:15:00,107.1,139.983,52.153999999999996,32.166 -2020-03-20 21:30:00,102.66,138.957,52.153999999999996,32.166 -2020-03-20 21:45:00,102.64,138.795,52.153999999999996,32.166 -2020-03-20 22:00:00,95.47,132.6,47.125,32.166 -2020-03-20 22:15:00,92.65,129.063,47.125,32.166 -2020-03-20 22:30:00,94.55,121.314,47.125,32.166 -2020-03-20 22:45:00,96.74,117.149,47.125,32.166 -2020-03-20 23:00:00,91.54,110.07799999999999,41.236000000000004,32.166 -2020-03-20 23:15:00,84.93,106.649,41.236000000000004,32.166 -2020-03-20 23:30:00,83.48,105.56200000000001,41.236000000000004,32.166 -2020-03-20 23:45:00,79.79,105.538,41.236000000000004,32.166 -2020-03-21 00:00:00,76.15,92.06,36.484,31.988000000000003 -2020-03-21 00:15:00,76.52,88.061,36.484,31.988000000000003 -2020-03-21 00:30:00,75.95,87.62700000000001,36.484,31.988000000000003 -2020-03-21 00:45:00,78.77,87.333,36.484,31.988000000000003 -2020-03-21 01:00:00,78.62,88.72,32.391999999999996,31.988000000000003 -2020-03-21 01:15:00,79.74,88.615,32.391999999999996,31.988000000000003 -2020-03-21 01:30:00,75.68,87.559,32.391999999999996,31.988000000000003 -2020-03-21 01:45:00,75.56,87.695,32.391999999999996,31.988000000000003 -2020-03-21 02:00:00,77.03,90.04299999999999,30.194000000000003,31.988000000000003 -2020-03-21 02:15:00,75.94,89.686,30.194000000000003,31.988000000000003 -2020-03-21 02:30:00,75.96,90.661,30.194000000000003,31.988000000000003 -2020-03-21 02:45:00,70.86,92.00399999999999,30.194000000000003,31.988000000000003 -2020-03-21 03:00:00,76.24,94.37,29.677,31.988000000000003 -2020-03-21 03:15:00,77.68,95.339,29.677,31.988000000000003 -2020-03-21 03:30:00,77.67,95.18299999999999,29.677,31.988000000000003 -2020-03-21 03:45:00,73.57,97.11200000000001,29.677,31.988000000000003 -2020-03-21 04:00:00,69.82,106.507,29.616,31.988000000000003 -2020-03-21 04:15:00,70.66,116.397,29.616,31.988000000000003 -2020-03-21 04:30:00,72.22,115.867,29.616,31.988000000000003 -2020-03-21 04:45:00,72.34,116.185,29.616,31.988000000000003 -2020-03-21 05:00:00,73.28,134.24200000000002,29.625,31.988000000000003 -2020-03-21 05:15:00,70.66,149.116,29.625,31.988000000000003 -2020-03-21 05:30:00,72.31,143.395,29.625,31.988000000000003 -2020-03-21 05:45:00,71.97,139.756,29.625,31.988000000000003 -2020-03-21 06:00:00,72.01,156.734,30.551,31.988000000000003 -2020-03-21 06:15:00,74.11,176.644,30.551,31.988000000000003 -2020-03-21 06:30:00,70.85,171.11,30.551,31.988000000000003 -2020-03-21 06:45:00,75.14,166.157,30.551,31.988000000000003 -2020-03-21 07:00:00,77.83,164.997,34.865,31.988000000000003 -2020-03-21 07:15:00,78.22,166.58599999999998,34.865,31.988000000000003 -2020-03-21 07:30:00,79.47,167.74200000000002,34.865,31.988000000000003 -2020-03-21 07:45:00,80.88,167.858,34.865,31.988000000000003 -2020-03-21 08:00:00,82.4,168.946,41.456,31.988000000000003 -2020-03-21 08:15:00,82.02,169.545,41.456,31.988000000000003 -2020-03-21 08:30:00,82.13,166.77,41.456,31.988000000000003 -2020-03-21 08:45:00,83.0,164.435,41.456,31.988000000000003 -2020-03-21 09:00:00,84.22,160.035,43.001999999999995,31.988000000000003 -2020-03-21 09:15:00,84.04,158.866,43.001999999999995,31.988000000000003 -2020-03-21 09:30:00,83.23,159.287,43.001999999999995,31.988000000000003 -2020-03-21 09:45:00,82.37,157.369,43.001999999999995,31.988000000000003 -2020-03-21 10:00:00,81.8,153.608,42.047,31.988000000000003 -2020-03-21 10:15:00,80.91,152.577,42.047,31.988000000000003 -2020-03-21 10:30:00,79.58,150.36700000000002,42.047,31.988000000000003 -2020-03-21 10:45:00,80.21,150.458,42.047,31.988000000000003 -2020-03-21 11:00:00,81.27,145.994,39.894,31.988000000000003 -2020-03-21 11:15:00,82.37,144.628,39.894,31.988000000000003 -2020-03-21 11:30:00,82.93,145.55,39.894,31.988000000000003 -2020-03-21 11:45:00,86.04,145.608,39.894,31.988000000000003 -2020-03-21 12:00:00,81.5,141.393,38.122,31.988000000000003 -2020-03-21 12:15:00,78.76,140.543,38.122,31.988000000000003 -2020-03-21 12:30:00,77.88,140.417,38.122,31.988000000000003 -2020-03-21 12:45:00,78.92,140.98,38.122,31.988000000000003 -2020-03-21 13:00:00,73.16,141.30200000000002,34.645,31.988000000000003 -2020-03-21 13:15:00,75.26,138.506,34.645,31.988000000000003 -2020-03-21 13:30:00,72.49,136.60399999999998,34.645,31.988000000000003 -2020-03-21 13:45:00,72.8,135.825,34.645,31.988000000000003 -2020-03-21 14:00:00,71.82,137.874,33.739000000000004,31.988000000000003 -2020-03-21 14:15:00,68.31,135.69299999999998,33.739000000000004,31.988000000000003 -2020-03-21 14:30:00,69.19,134.681,33.739000000000004,31.988000000000003 -2020-03-21 14:45:00,72.21,136.053,33.739000000000004,31.988000000000003 -2020-03-21 15:00:00,73.63,137.141,35.908,31.988000000000003 -2020-03-21 15:15:00,74.28,136.116,35.908,31.988000000000003 -2020-03-21 15:30:00,72.5,135.011,35.908,31.988000000000003 -2020-03-21 15:45:00,76.03,134.32299999999998,35.908,31.988000000000003 -2020-03-21 16:00:00,78.29,136.875,39.249,31.988000000000003 -2020-03-21 16:15:00,79.04,139.828,39.249,31.988000000000003 -2020-03-21 16:30:00,80.66,140.35,39.249,31.988000000000003 -2020-03-21 16:45:00,82.94,139.906,39.249,31.988000000000003 -2020-03-21 17:00:00,86.08,141.953,46.045,31.988000000000003 -2020-03-21 17:15:00,88.1,144.812,46.045,31.988000000000003 -2020-03-21 17:30:00,90.2,147.079,46.045,31.988000000000003 -2020-03-21 17:45:00,92.79,147.321,46.045,31.988000000000003 -2020-03-21 18:00:00,97.5,151.714,48.238,31.988000000000003 -2020-03-21 18:15:00,97.87,154.032,48.238,31.988000000000003 -2020-03-21 18:30:00,100.71,154.118,48.238,31.988000000000003 -2020-03-21 18:45:00,101.17,154.534,48.238,31.988000000000003 -2020-03-21 19:00:00,107.14,153.971,46.785,31.988000000000003 -2020-03-21 19:15:00,105.31,152.583,46.785,31.988000000000003 -2020-03-21 19:30:00,103.63,152.597,46.785,31.988000000000003 -2020-03-21 19:45:00,103.35,150.908,46.785,31.988000000000003 -2020-03-21 20:00:00,97.14,147.029,39.830999999999996,31.988000000000003 -2020-03-21 20:15:00,94.26,144.661,39.830999999999996,31.988000000000003 -2020-03-21 20:30:00,91.73,142.124,39.830999999999996,31.988000000000003 -2020-03-21 20:45:00,90.18,140.87,39.830999999999996,31.988000000000003 -2020-03-21 21:00:00,84.4,137.915,34.063,31.988000000000003 -2020-03-21 21:15:00,85.72,136.566,34.063,31.988000000000003 -2020-03-21 21:30:00,84.05,136.578,34.063,31.988000000000003 -2020-03-21 21:45:00,83.62,135.95600000000002,34.063,31.988000000000003 -2020-03-21 22:00:00,79.7,130.829,34.455999999999996,31.988000000000003 -2020-03-21 22:15:00,78.84,129.39,34.455999999999996,31.988000000000003 -2020-03-21 22:30:00,73.84,126.485,34.455999999999996,31.988000000000003 -2020-03-21 22:45:00,75.89,123.93,34.455999999999996,31.988000000000003 -2020-03-21 23:00:00,70.82,118.62,27.840999999999998,31.988000000000003 -2020-03-21 23:15:00,70.94,114.022,27.840999999999998,31.988000000000003 -2020-03-21 23:30:00,69.79,112.245,27.840999999999998,31.988000000000003 -2020-03-21 23:45:00,68.39,110.39399999999999,27.840999999999998,31.988000000000003 -2020-03-22 00:00:00,60.08,92.443,20.007,31.988000000000003 -2020-03-22 00:15:00,58.06,87.84200000000001,20.007,31.988000000000003 -2020-03-22 00:30:00,55.51,87.055,20.007,31.988000000000003 -2020-03-22 00:45:00,56.45,87.271,20.007,31.988000000000003 -2020-03-22 01:00:00,54.53,88.59700000000001,17.378,31.988000000000003 -2020-03-22 01:15:00,52.88,89.23700000000001,17.378,31.988000000000003 -2020-03-22 01:30:00,52.07,88.521,17.378,31.988000000000003 -2020-03-22 01:45:00,53.98,88.29799999999999,17.378,31.988000000000003 -2020-03-22 02:00:00,48.89,90.07600000000001,16.145,31.988000000000003 -2020-03-22 02:15:00,53.69,89.28200000000001,16.145,31.988000000000003 -2020-03-22 02:30:00,51.28,90.99600000000001,16.145,31.988000000000003 -2020-03-22 02:45:00,53.95,92.603,16.145,31.988000000000003 -2020-03-22 03:00:00,50.72,95.43799999999999,15.427999999999999,31.988000000000003 -2020-03-22 03:15:00,54.24,96.069,15.427999999999999,31.988000000000003 -2020-03-22 03:30:00,51.64,96.738,15.427999999999999,31.988000000000003 -2020-03-22 03:45:00,51.01,98.361,15.427999999999999,31.988000000000003 -2020-03-22 04:00:00,50.48,107.544,16.663,31.988000000000003 -2020-03-22 04:15:00,51.91,116.501,16.663,31.988000000000003 -2020-03-22 04:30:00,51.98,116.48,16.663,31.988000000000003 -2020-03-22 04:45:00,52.83,116.838,16.663,31.988000000000003 -2020-03-22 05:00:00,51.89,132.247,17.271,31.988000000000003 -2020-03-22 05:15:00,52.74,145.017,17.271,31.988000000000003 -2020-03-22 05:30:00,52.54,139.015,17.271,31.988000000000003 -2020-03-22 05:45:00,54.38,135.485,17.271,31.988000000000003 -2020-03-22 06:00:00,55.46,151.58700000000002,17.612000000000002,31.988000000000003 -2020-03-22 06:15:00,53.48,170.449,17.612000000000002,31.988000000000003 -2020-03-22 06:30:00,55.9,163.799,17.612000000000002,31.988000000000003 -2020-03-22 06:45:00,53.71,157.689,17.612000000000002,31.988000000000003 -2020-03-22 07:00:00,55.53,158.501,20.88,31.988000000000003 -2020-03-22 07:15:00,59.67,158.875,20.88,31.988000000000003 -2020-03-22 07:30:00,62.15,159.44299999999998,20.88,31.988000000000003 -2020-03-22 07:45:00,61.32,158.92700000000002,20.88,31.988000000000003 -2020-03-22 08:00:00,67.05,161.621,25.861,31.988000000000003 -2020-03-22 08:15:00,67.97,162.512,25.861,31.988000000000003 -2020-03-22 08:30:00,69.68,161.264,25.861,31.988000000000003 -2020-03-22 08:45:00,69.61,160.52,25.861,31.988000000000003 -2020-03-22 09:00:00,74.12,155.761,27.921999999999997,31.988000000000003 -2020-03-22 09:15:00,75.03,154.89,27.921999999999997,31.988000000000003 -2020-03-22 09:30:00,74.98,155.334,27.921999999999997,31.988000000000003 -2020-03-22 09:45:00,73.91,153.639,27.921999999999997,31.988000000000003 -2020-03-22 10:00:00,76.48,152.053,29.048000000000002,31.988000000000003 -2020-03-22 10:15:00,73.74,151.536,29.048000000000002,31.988000000000003 -2020-03-22 10:30:00,75.72,149.9,29.048000000000002,31.988000000000003 -2020-03-22 10:45:00,74.12,148.77100000000002,29.048000000000002,31.988000000000003 -2020-03-22 11:00:00,72.15,144.928,32.02,31.988000000000003 -2020-03-22 11:15:00,77.67,143.569,32.02,31.988000000000003 -2020-03-22 11:30:00,77.66,143.93200000000002,32.02,31.988000000000003 -2020-03-22 11:45:00,82.07,144.57399999999998,32.02,31.988000000000003 -2020-03-22 12:00:00,72.99,140.191,28.55,31.988000000000003 -2020-03-22 12:15:00,75.01,140.744,28.55,31.988000000000003 -2020-03-22 12:30:00,71.52,139.441,28.55,31.988000000000003 -2020-03-22 12:45:00,69.58,139.036,28.55,31.988000000000003 -2020-03-22 13:00:00,68.21,138.718,25.601999999999997,31.988000000000003 -2020-03-22 13:15:00,67.52,138.237,25.601999999999997,31.988000000000003 -2020-03-22 13:30:00,66.81,135.855,25.601999999999997,31.988000000000003 -2020-03-22 13:45:00,67.38,134.836,25.601999999999997,31.988000000000003 -2020-03-22 14:00:00,60.59,137.475,23.916999999999998,31.988000000000003 -2020-03-22 14:15:00,59.39,136.376,23.916999999999998,31.988000000000003 -2020-03-22 14:30:00,58.18,136.016,23.916999999999998,31.988000000000003 -2020-03-22 14:45:00,60.55,136.768,23.916999999999998,31.988000000000003 -2020-03-22 15:00:00,59.16,136.64700000000002,24.064,31.988000000000003 -2020-03-22 15:15:00,60.01,136.006,24.064,31.988000000000003 -2020-03-22 15:30:00,56.92,135.28799999999998,24.064,31.988000000000003 -2020-03-22 15:45:00,58.07,135.231,24.064,31.988000000000003 -2020-03-22 16:00:00,61.44,138.836,28.189,31.988000000000003 -2020-03-22 16:15:00,62.16,141.086,28.189,31.988000000000003 -2020-03-22 16:30:00,62.09,142.095,28.189,31.988000000000003 -2020-03-22 16:45:00,63.69,141.726,28.189,31.988000000000003 -2020-03-22 17:00:00,63.44,143.861,37.576,31.988000000000003 -2020-03-22 17:15:00,65.92,146.877,37.576,31.988000000000003 -2020-03-22 17:30:00,69.07,149.62,37.576,31.988000000000003 -2020-03-22 17:45:00,69.42,151.817,37.576,31.988000000000003 -2020-03-22 18:00:00,77.2,155.935,42.669,31.988000000000003 -2020-03-22 18:15:00,75.08,159.263,42.669,31.988000000000003 -2020-03-22 18:30:00,76.8,157.589,42.669,31.988000000000003 -2020-03-22 18:45:00,76.23,159.547,42.669,31.988000000000003 -2020-03-22 19:00:00,79.58,159.303,43.538999999999994,31.988000000000003 -2020-03-22 19:15:00,77.87,158.088,43.538999999999994,31.988000000000003 -2020-03-22 19:30:00,78.53,157.924,43.538999999999994,31.988000000000003 -2020-03-22 19:45:00,80.41,157.30700000000002,43.538999999999994,31.988000000000003 -2020-03-22 20:00:00,79.37,153.393,37.330999999999996,31.988000000000003 -2020-03-22 20:15:00,79.52,151.787,37.330999999999996,31.988000000000003 -2020-03-22 20:30:00,78.47,150.509,37.330999999999996,31.988000000000003 -2020-03-22 20:45:00,77.25,147.811,37.330999999999996,31.988000000000003 -2020-03-22 21:00:00,74.47,142.727,33.856,31.988000000000003 -2020-03-22 21:15:00,73.54,140.791,33.856,31.988000000000003 -2020-03-22 21:30:00,73.03,140.843,33.856,31.988000000000003 -2020-03-22 21:45:00,72.54,140.459,33.856,31.988000000000003 -2020-03-22 22:00:00,69.45,134.984,34.711999999999996,31.988000000000003 -2020-03-22 22:15:00,69.2,132.468,34.711999999999996,31.988000000000003 -2020-03-22 22:30:00,64.59,126.84,34.711999999999996,31.988000000000003 -2020-03-22 22:45:00,67.2,123.23,34.711999999999996,31.988000000000003 -2020-03-22 23:00:00,62.87,115.586,29.698,31.988000000000003 -2020-03-22 23:15:00,62.97,112.869,29.698,31.988000000000003 -2020-03-22 23:30:00,58.12,111.583,29.698,31.988000000000003 -2020-03-22 23:45:00,60.08,110.514,29.698,31.988000000000003 -2020-03-23 00:00:00,82.34,95.79,29.983,32.166 -2020-03-23 00:15:00,83.55,93.75399999999999,29.983,32.166 -2020-03-23 00:30:00,79.21,92.929,29.983,32.166 -2020-03-23 00:45:00,78.16,92.605,29.983,32.166 -2020-03-23 01:00:00,79.25,94.01700000000001,29.122,32.166 -2020-03-23 01:15:00,80.78,94.23700000000001,29.122,32.166 -2020-03-23 01:30:00,76.93,93.65899999999999,29.122,32.166 -2020-03-23 01:45:00,77.19,93.501,29.122,32.166 -2020-03-23 02:00:00,77.95,95.383,28.676,32.166 -2020-03-23 02:15:00,78.39,95.369,28.676,32.166 -2020-03-23 02:30:00,81.25,97.412,28.676,32.166 -2020-03-23 02:45:00,76.31,98.49799999999999,28.676,32.166 -2020-03-23 03:00:00,80.56,102.464,26.552,32.166 -2020-03-23 03:15:00,79.77,104.568,26.552,32.166 -2020-03-23 03:30:00,79.74,105.24799999999999,26.552,32.166 -2020-03-23 03:45:00,77.39,106.31200000000001,26.552,32.166 -2020-03-23 04:00:00,81.0,119.811,27.44,32.166 -2020-03-23 04:15:00,84.58,132.873,27.44,32.166 -2020-03-23 04:30:00,82.05,134.373,27.44,32.166 -2020-03-23 04:45:00,82.35,134.965,27.44,32.166 -2020-03-23 05:00:00,81.8,164.62599999999998,36.825,32.166 -2020-03-23 05:15:00,86.07,196.108,36.825,32.166 -2020-03-23 05:30:00,94.52,189.77700000000002,36.825,32.166 -2020-03-23 05:45:00,100.38,180.954,36.825,32.166 -2020-03-23 06:00:00,108.8,180.22799999999998,56.589,32.166 -2020-03-23 06:15:00,114.59,184.75799999999998,56.589,32.166 -2020-03-23 06:30:00,111.33,185.50099999999998,56.589,32.166 -2020-03-23 06:45:00,111.22,187.83,56.589,32.166 -2020-03-23 07:00:00,120.07,190.862,67.49,32.166 -2020-03-23 07:15:00,121.71,192.895,67.49,32.166 -2020-03-23 07:30:00,125.53,192.547,67.49,32.166 -2020-03-23 07:45:00,126.83,190.105,67.49,32.166 -2020-03-23 08:00:00,132.73,188.553,60.028,32.166 -2020-03-23 08:15:00,130.98,187.391,60.028,32.166 -2020-03-23 08:30:00,131.58,182.579,60.028,32.166 -2020-03-23 08:45:00,133.7,179.28900000000002,60.028,32.166 -2020-03-23 09:00:00,132.55,173.55599999999998,55.018,32.166 -2020-03-23 09:15:00,133.07,169.37900000000002,55.018,32.166 -2020-03-23 09:30:00,135.0,168.774,55.018,32.166 -2020-03-23 09:45:00,134.08,166.667,55.018,32.166 -2020-03-23 10:00:00,129.98,164.472,51.183,32.166 -2020-03-23 10:15:00,130.53,163.696,51.183,32.166 -2020-03-23 10:30:00,128.68,161.246,51.183,32.166 -2020-03-23 10:45:00,130.19,160.298,51.183,32.166 -2020-03-23 11:00:00,126.38,154.475,50.065,32.166 -2020-03-23 11:15:00,128.38,154.691,50.065,32.166 -2020-03-23 11:30:00,129.3,156.38,50.065,32.166 -2020-03-23 11:45:00,130.58,156.843,50.065,32.166 -2020-03-23 12:00:00,126.27,153.531,48.141999999999996,32.166 -2020-03-23 12:15:00,128.79,154.124,48.141999999999996,32.166 -2020-03-23 12:30:00,127.53,152.702,48.141999999999996,32.166 -2020-03-23 12:45:00,127.44,153.553,48.141999999999996,32.166 -2020-03-23 13:00:00,125.66,154.064,47.887,32.166 -2020-03-23 13:15:00,135.19,152.185,47.887,32.166 -2020-03-23 13:30:00,135.03,149.401,47.887,32.166 -2020-03-23 13:45:00,132.18,148.64700000000002,47.887,32.166 -2020-03-23 14:00:00,128.57,150.628,48.571000000000005,32.166 -2020-03-23 14:15:00,127.42,149.127,48.571000000000005,32.166 -2020-03-23 14:30:00,130.25,148.237,48.571000000000005,32.166 -2020-03-23 14:45:00,133.63,149.51,48.571000000000005,32.166 -2020-03-23 15:00:00,134.03,150.812,49.937,32.166 -2020-03-23 15:15:00,132.5,148.795,49.937,32.166 -2020-03-23 15:30:00,125.71,147.537,49.937,32.166 -2020-03-23 15:45:00,123.67,146.966,49.937,32.166 -2020-03-23 16:00:00,123.22,150.901,52.963,32.166 -2020-03-23 16:15:00,127.85,152.52,52.963,32.166 -2020-03-23 16:30:00,129.07,152.556,52.963,32.166 -2020-03-23 16:45:00,128.76,151.165,52.963,32.166 -2020-03-23 17:00:00,126.16,152.803,61.163999999999994,32.166 -2020-03-23 17:15:00,121.94,155.144,61.163999999999994,32.166 -2020-03-23 17:30:00,125.11,157.346,61.163999999999994,32.166 -2020-03-23 17:45:00,128.06,158.218,61.163999999999994,32.166 -2020-03-23 18:00:00,127.94,162.369,63.788999999999994,32.166 -2020-03-23 18:15:00,126.59,163.451,63.788999999999994,32.166 -2020-03-23 18:30:00,126.68,162.086,63.788999999999994,32.166 -2020-03-23 18:45:00,129.76,165.52599999999998,63.788999999999994,32.166 -2020-03-23 19:00:00,131.55,163.859,63.913000000000004,32.166 -2020-03-23 19:15:00,124.43,162.089,63.913000000000004,32.166 -2020-03-23 19:30:00,127.1,162.246,63.913000000000004,32.166 -2020-03-23 19:45:00,128.86,160.82399999999998,63.913000000000004,32.166 -2020-03-23 20:00:00,128.96,154.60299999999998,65.44,32.166 -2020-03-23 20:15:00,120.05,151.42600000000002,65.44,32.166 -2020-03-23 20:30:00,119.49,148.838,65.44,32.166 -2020-03-23 20:45:00,118.33,147.517,65.44,32.166 -2020-03-23 21:00:00,111.59,142.67700000000002,59.117,32.166 -2020-03-23 21:15:00,108.56,139.935,59.117,32.166 -2020-03-23 21:30:00,108.54,139.444,59.117,32.166 -2020-03-23 21:45:00,110.95,138.616,59.117,32.166 -2020-03-23 22:00:00,104.38,130.222,52.301,32.166 -2020-03-23 22:15:00,99.93,127.251,52.301,32.166 -2020-03-23 22:30:00,99.37,112.665,52.301,32.166 -2020-03-23 22:45:00,98.94,105.17399999999999,52.301,32.166 -2020-03-23 23:00:00,93.28,98.132,44.373000000000005,32.166 -2020-03-23 23:15:00,87.35,97.09299999999999,44.373000000000005,32.166 -2020-03-23 23:30:00,90.84,98.01299999999999,44.373000000000005,32.166 -2020-03-23 23:45:00,92.8,98.931,44.373000000000005,32.166 -2020-03-24 00:00:00,87.21,94.149,44.647,32.166 -2020-03-24 00:15:00,81.24,93.507,44.647,32.166 -2020-03-24 00:30:00,77.75,92.161,44.647,32.166 -2020-03-24 00:45:00,80.38,91.33200000000001,44.647,32.166 -2020-03-24 01:00:00,79.49,92.387,41.433,32.166 -2020-03-24 01:15:00,81.5,92.28,41.433,32.166 -2020-03-24 01:30:00,81.05,91.77600000000001,41.433,32.166 -2020-03-24 01:45:00,82.59,91.697,41.433,32.166 -2020-03-24 02:00:00,74.4,93.40899999999999,39.909,32.166 -2020-03-24 02:15:00,83.06,93.669,39.909,32.166 -2020-03-24 02:30:00,82.28,95.147,39.909,32.166 -2020-03-24 02:45:00,84.99,96.35,39.909,32.166 -2020-03-24 03:00:00,80.16,99.23100000000001,39.14,32.166 -2020-03-24 03:15:00,82.68,100.959,39.14,32.166 -2020-03-24 03:30:00,86.24,101.995,39.14,32.166 -2020-03-24 03:45:00,85.57,102.86200000000001,39.14,32.166 -2020-03-24 04:00:00,85.36,115.8,40.015,32.166 -2020-03-24 04:15:00,84.21,128.582,40.015,32.166 -2020-03-24 04:30:00,88.34,129.81799999999998,40.015,32.166 -2020-03-24 04:45:00,83.04,131.484,40.015,32.166 -2020-03-24 05:00:00,83.64,165.446,44.93600000000001,32.166 -2020-03-24 05:15:00,88.14,196.958,44.93600000000001,32.166 -2020-03-24 05:30:00,90.73,189.49900000000002,44.93600000000001,32.166 -2020-03-24 05:45:00,92.93,180.458,44.93600000000001,32.166 -2020-03-24 06:00:00,104.65,179.174,57.271,32.166 -2020-03-24 06:15:00,109.33,185.017,57.271,32.166 -2020-03-24 06:30:00,113.7,185.11599999999999,57.271,32.166 -2020-03-24 06:45:00,113.97,186.847,57.271,32.166 -2020-03-24 07:00:00,123.2,189.797,68.352,32.166 -2020-03-24 07:15:00,124.58,191.597,68.352,32.166 -2020-03-24 07:30:00,126.5,190.78599999999997,68.352,32.166 -2020-03-24 07:45:00,129.13,188.18099999999998,68.352,32.166 -2020-03-24 08:00:00,133.3,186.676,60.717,32.166 -2020-03-24 08:15:00,134.37,184.57,60.717,32.166 -2020-03-24 08:30:00,134.29,179.618,60.717,32.166 -2020-03-24 08:45:00,134.4,175.868,60.717,32.166 -2020-03-24 09:00:00,132.5,169.576,54.603,32.166 -2020-03-24 09:15:00,131.97,166.65,54.603,32.166 -2020-03-24 09:30:00,130.44,166.808,54.603,32.166 -2020-03-24 09:45:00,126.35,164.928,54.603,32.166 -2020-03-24 10:00:00,123.85,161.881,52.308,32.166 -2020-03-24 10:15:00,123.58,160.246,52.308,32.166 -2020-03-24 10:30:00,121.34,157.974,52.308,32.166 -2020-03-24 10:45:00,117.88,157.553,52.308,32.166 -2020-03-24 11:00:00,119.32,152.941,51.838,32.166 -2020-03-24 11:15:00,119.66,153.012,51.838,32.166 -2020-03-24 11:30:00,122.6,153.441,51.838,32.166 -2020-03-24 11:45:00,119.94,154.38299999999998,51.838,32.166 -2020-03-24 12:00:00,116.79,149.907,50.375,32.166 -2020-03-24 12:15:00,116.39,150.251,50.375,32.166 -2020-03-24 12:30:00,117.13,149.612,50.375,32.166 -2020-03-24 12:45:00,113.27,150.39600000000002,50.375,32.166 -2020-03-24 13:00:00,113.92,150.511,50.735,32.166 -2020-03-24 13:15:00,118.49,148.784,50.735,32.166 -2020-03-24 13:30:00,117.98,146.963,50.735,32.166 -2020-03-24 13:45:00,116.71,146.122,50.735,32.166 -2020-03-24 14:00:00,115.13,148.52100000000002,50.946000000000005,32.166 -2020-03-24 14:15:00,113.45,147.077,50.946000000000005,32.166 -2020-03-24 14:30:00,110.95,146.75799999999998,50.946000000000005,32.166 -2020-03-24 14:45:00,110.16,147.769,50.946000000000005,32.166 -2020-03-24 15:00:00,114.6,148.683,53.18,32.166 -2020-03-24 15:15:00,116.6,147.15,53.18,32.166 -2020-03-24 15:30:00,109.45,145.975,53.18,32.166 -2020-03-24 15:45:00,117.18,145.137,53.18,32.166 -2020-03-24 16:00:00,117.12,149.214,54.928999999999995,32.166 -2020-03-24 16:15:00,118.32,151.22299999999998,54.928999999999995,32.166 -2020-03-24 16:30:00,119.29,151.694,54.928999999999995,32.166 -2020-03-24 16:45:00,117.54,150.678,54.928999999999995,32.166 -2020-03-24 17:00:00,119.96,152.85299999999998,60.913000000000004,32.166 -2020-03-24 17:15:00,118.56,155.32399999999998,60.913000000000004,32.166 -2020-03-24 17:30:00,119.39,157.963,60.913000000000004,32.166 -2020-03-24 17:45:00,119.91,158.639,60.913000000000004,32.166 -2020-03-24 18:00:00,123.8,162.444,62.214,32.166 -2020-03-24 18:15:00,123.93,163.588,62.214,32.166 -2020-03-24 18:30:00,123.06,161.892,62.214,32.166 -2020-03-24 18:45:00,120.31,165.94099999999997,62.214,32.166 -2020-03-24 19:00:00,128.27,163.985,62.38,32.166 -2020-03-24 19:15:00,128.22,162.053,62.38,32.166 -2020-03-24 19:30:00,127.86,161.632,62.38,32.166 -2020-03-24 19:45:00,126.09,160.375,62.38,32.166 -2020-03-24 20:00:00,128.41,154.361,65.018,32.166 -2020-03-24 20:15:00,124.95,150.27200000000002,65.018,32.166 -2020-03-24 20:30:00,121.53,148.543,65.018,32.166 -2020-03-24 20:45:00,118.91,146.891,65.018,32.166 -2020-03-24 21:00:00,112.76,141.732,56.416000000000004,32.166 -2020-03-24 21:15:00,116.6,139.299,56.416000000000004,32.166 -2020-03-24 21:30:00,112.66,138.269,56.416000000000004,32.166 -2020-03-24 21:45:00,107.6,137.704,56.416000000000004,32.166 -2020-03-24 22:00:00,104.55,130.731,52.846000000000004,32.166 -2020-03-24 22:15:00,103.78,127.48100000000001,52.846000000000004,32.166 -2020-03-24 22:30:00,102.03,113.005,52.846000000000004,32.166 -2020-03-24 22:45:00,97.36,105.73200000000001,52.846000000000004,32.166 -2020-03-24 23:00:00,93.61,98.484,44.435,32.166 -2020-03-24 23:15:00,97.37,97.18700000000001,44.435,32.166 -2020-03-24 23:30:00,91.61,97.818,44.435,32.166 -2020-03-24 23:45:00,86.1,98.45700000000001,44.435,32.166 -2020-03-25 00:00:00,86.32,93.757,42.527,32.166 -2020-03-25 00:15:00,85.72,93.12899999999999,42.527,32.166 -2020-03-25 00:30:00,83.35,91.76899999999999,42.527,32.166 -2020-03-25 00:45:00,80.67,90.944,42.527,32.166 -2020-03-25 01:00:00,76.45,91.96600000000001,38.655,32.166 -2020-03-25 01:15:00,74.51,91.84,38.655,32.166 -2020-03-25 01:30:00,78.1,91.316,38.655,32.166 -2020-03-25 01:45:00,84.0,91.244,38.655,32.166 -2020-03-25 02:00:00,80.41,92.943,36.912,32.166 -2020-03-25 02:15:00,80.95,93.19200000000001,36.912,32.166 -2020-03-25 02:30:00,75.56,94.69,36.912,32.166 -2020-03-25 02:45:00,79.65,95.89399999999999,36.912,32.166 -2020-03-25 03:00:00,81.67,98.792,36.98,32.166 -2020-03-25 03:15:00,81.92,100.49799999999999,36.98,32.166 -2020-03-25 03:30:00,82.53,101.52600000000001,36.98,32.166 -2020-03-25 03:45:00,81.28,102.40899999999999,36.98,32.166 -2020-03-25 04:00:00,76.87,115.345,38.052,32.166 -2020-03-25 04:15:00,82.91,128.107,38.052,32.166 -2020-03-25 04:30:00,87.12,129.356,38.052,32.166 -2020-03-25 04:45:00,89.8,131.01,38.052,32.166 -2020-03-25 05:00:00,84.78,164.93,42.455,32.166 -2020-03-25 05:15:00,86.31,196.429,42.455,32.166 -2020-03-25 05:30:00,91.91,188.94799999999998,42.455,32.166 -2020-03-25 05:45:00,94.23,179.926,42.455,32.166 -2020-03-25 06:00:00,103.12,178.65200000000002,57.986000000000004,32.166 -2020-03-25 06:15:00,110.12,184.49099999999999,57.986000000000004,32.166 -2020-03-25 06:30:00,113.23,184.548,57.986000000000004,32.166 -2020-03-25 06:45:00,114.61,186.25900000000001,57.986000000000004,32.166 -2020-03-25 07:00:00,121.68,189.222,71.868,32.166 -2020-03-25 07:15:00,122.82,190.99200000000002,71.868,32.166 -2020-03-25 07:30:00,123.06,190.141,71.868,32.166 -2020-03-25 07:45:00,125.56,187.507,71.868,32.166 -2020-03-25 08:00:00,131.42,185.979,62.225,32.166 -2020-03-25 08:15:00,131.94,183.877,62.225,32.166 -2020-03-25 08:30:00,129.5,178.877,62.225,32.166 -2020-03-25 08:45:00,130.38,175.15099999999998,62.225,32.166 -2020-03-25 09:00:00,128.7,168.872,58.802,32.166 -2020-03-25 09:15:00,130.92,165.947,58.802,32.166 -2020-03-25 09:30:00,130.3,166.12400000000002,58.802,32.166 -2020-03-25 09:45:00,129.49,164.265,58.802,32.166 -2020-03-25 10:00:00,129.92,161.23,54.122,32.166 -2020-03-25 10:15:00,129.34,159.642,54.122,32.166 -2020-03-25 10:30:00,131.48,157.39600000000002,54.122,32.166 -2020-03-25 10:45:00,131.23,156.995,54.122,32.166 -2020-03-25 11:00:00,133.57,152.376,54.368,32.166 -2020-03-25 11:15:00,133.01,152.469,54.368,32.166 -2020-03-25 11:30:00,135.91,152.905,54.368,32.166 -2020-03-25 11:45:00,134.24,153.866,54.368,32.166 -2020-03-25 12:00:00,134.65,149.411,52.74,32.166 -2020-03-25 12:15:00,134.3,149.766,52.74,32.166 -2020-03-25 12:30:00,131.7,149.085,52.74,32.166 -2020-03-25 12:45:00,131.3,149.868,52.74,32.166 -2020-03-25 13:00:00,128.24,150.028,52.544,32.166 -2020-03-25 13:15:00,135.9,148.285,52.544,32.166 -2020-03-25 13:30:00,134.63,146.457,52.544,32.166 -2020-03-25 13:45:00,130.07,145.619,52.544,32.166 -2020-03-25 14:00:00,125.5,148.08700000000002,53.602,32.166 -2020-03-25 14:15:00,124.21,146.62,53.602,32.166 -2020-03-25 14:30:00,121.48,146.262,53.602,32.166 -2020-03-25 14:45:00,124.82,147.278,53.602,32.166 -2020-03-25 15:00:00,128.87,148.209,55.59,32.166 -2020-03-25 15:15:00,132.49,146.649,55.59,32.166 -2020-03-25 15:30:00,130.48,145.423,55.59,32.166 -2020-03-25 15:45:00,125.19,144.566,55.59,32.166 -2020-03-25 16:00:00,124.83,148.662,57.586999999999996,32.166 -2020-03-25 16:15:00,120.76,150.645,57.586999999999996,32.166 -2020-03-25 16:30:00,126.07,151.116,57.586999999999996,32.166 -2020-03-25 16:45:00,129.45,150.047,57.586999999999996,32.166 -2020-03-25 17:00:00,129.43,152.254,62.111999999999995,32.166 -2020-03-25 17:15:00,125.36,154.717,62.111999999999995,32.166 -2020-03-25 17:30:00,128.18,157.368,62.111999999999995,32.166 -2020-03-25 17:45:00,127.2,158.043,62.111999999999995,32.166 -2020-03-25 18:00:00,131.15,161.856,64.605,32.166 -2020-03-25 18:15:00,124.35,163.05700000000002,64.605,32.166 -2020-03-25 18:30:00,128.29,161.352,64.605,32.166 -2020-03-25 18:45:00,127.92,165.417,64.605,32.166 -2020-03-25 19:00:00,132.44,163.43200000000002,65.55199999999999,32.166 -2020-03-25 19:15:00,123.83,161.515,65.55199999999999,32.166 -2020-03-25 19:30:00,129.2,161.12,65.55199999999999,32.166 -2020-03-25 19:45:00,131.36,159.905,65.55199999999999,32.166 -2020-03-25 20:00:00,129.62,153.862,66.778,32.166 -2020-03-25 20:15:00,119.8,149.78799999999998,66.778,32.166 -2020-03-25 20:30:00,115.17,148.091,66.778,32.166 -2020-03-25 20:45:00,115.5,146.44899999999998,66.778,32.166 -2020-03-25 21:00:00,109.54,141.285,56.103,32.166 -2020-03-25 21:15:00,115.91,138.856,56.103,32.166 -2020-03-25 21:30:00,110.45,137.822,56.103,32.166 -2020-03-25 21:45:00,111.02,137.282,56.103,32.166 -2020-03-25 22:00:00,101.35,130.30200000000002,51.371,32.166 -2020-03-25 22:15:00,99.56,127.07799999999999,51.371,32.166 -2020-03-25 22:30:00,100.15,112.553,51.371,32.166 -2020-03-25 22:45:00,100.47,105.279,51.371,32.166 -2020-03-25 23:00:00,91.64,98.023,42.798,32.166 -2020-03-25 23:15:00,90.67,96.74799999999999,42.798,32.166 -2020-03-25 23:30:00,91.31,97.381,42.798,32.166 -2020-03-25 23:45:00,89.57,98.04299999999999,42.798,32.166 -2020-03-26 00:00:00,81.94,93.36200000000001,39.069,32.166 -2020-03-26 00:15:00,81.2,92.749,39.069,32.166 -2020-03-26 00:30:00,84.64,91.374,39.069,32.166 -2020-03-26 00:45:00,84.28,90.554,39.069,32.166 -2020-03-26 01:00:00,81.91,91.542,37.043,32.166 -2020-03-26 01:15:00,73.61,91.398,37.043,32.166 -2020-03-26 01:30:00,80.41,90.853,37.043,32.166 -2020-03-26 01:45:00,81.37,90.79,37.043,32.166 -2020-03-26 02:00:00,77.06,92.475,34.625,32.166 -2020-03-26 02:15:00,76.31,92.712,34.625,32.166 -2020-03-26 02:30:00,71.77,94.23,34.625,32.166 -2020-03-26 02:45:00,75.66,95.43700000000001,34.625,32.166 -2020-03-26 03:00:00,77.66,98.35,33.812,32.166 -2020-03-26 03:15:00,81.48,100.03200000000001,33.812,32.166 -2020-03-26 03:30:00,74.62,101.055,33.812,32.166 -2020-03-26 03:45:00,78.13,101.95299999999999,33.812,32.166 -2020-03-26 04:00:00,75.81,114.887,35.236999999999995,32.166 -2020-03-26 04:15:00,75.77,127.63,35.236999999999995,32.166 -2020-03-26 04:30:00,74.86,128.892,35.236999999999995,32.166 -2020-03-26 04:45:00,78.41,130.533,35.236999999999995,32.166 -2020-03-26 05:00:00,84.12,164.412,40.375,32.166 -2020-03-26 05:15:00,86.05,195.898,40.375,32.166 -2020-03-26 05:30:00,87.24,188.39700000000002,40.375,32.166 -2020-03-26 05:45:00,92.96,179.391,40.375,32.166 -2020-03-26 06:00:00,98.47,178.128,52.316,32.166 -2020-03-26 06:15:00,106.48,183.963,52.316,32.166 -2020-03-26 06:30:00,108.98,183.97799999999998,52.316,32.166 -2020-03-26 06:45:00,110.31,185.66400000000002,52.316,32.166 -2020-03-26 07:00:00,119.63,188.642,64.115,32.166 -2020-03-26 07:15:00,121.23,190.38400000000001,64.115,32.166 -2020-03-26 07:30:00,122.47,189.49099999999999,64.115,32.166 -2020-03-26 07:45:00,125.54,186.829,64.115,32.166 -2020-03-26 08:00:00,126.35,185.27700000000002,55.033,32.166 -2020-03-26 08:15:00,127.67,183.18099999999998,55.033,32.166 -2020-03-26 08:30:00,128.36,178.132,55.033,32.166 -2020-03-26 08:45:00,129.96,174.43099999999998,55.033,32.166 -2020-03-26 09:00:00,128.86,168.16400000000002,49.411,32.166 -2020-03-26 09:15:00,126.99,165.24200000000002,49.411,32.166 -2020-03-26 09:30:00,128.41,165.438,49.411,32.166 -2020-03-26 09:45:00,128.5,163.6,49.411,32.166 -2020-03-26 10:00:00,125.96,160.575,45.82899999999999,32.166 -2020-03-26 10:15:00,126.19,159.036,45.82899999999999,32.166 -2020-03-26 10:30:00,122.45,156.815,45.82899999999999,32.166 -2020-03-26 10:45:00,122.6,156.434,45.82899999999999,32.166 -2020-03-26 11:00:00,124.89,151.809,44.333,32.166 -2020-03-26 11:15:00,127.98,151.92600000000002,44.333,32.166 -2020-03-26 11:30:00,126.17,152.36700000000002,44.333,32.166 -2020-03-26 11:45:00,127.4,153.346,44.333,32.166 -2020-03-26 12:00:00,122.97,148.91299999999998,42.95,32.166 -2020-03-26 12:15:00,124.07,149.278,42.95,32.166 -2020-03-26 12:30:00,129.47,148.55700000000002,42.95,32.166 -2020-03-26 12:45:00,132.19,149.338,42.95,32.166 -2020-03-26 13:00:00,126.6,149.54399999999998,42.489,32.166 -2020-03-26 13:15:00,121.2,147.784,42.489,32.166 -2020-03-26 13:30:00,122.77,145.94799999999998,42.489,32.166 -2020-03-26 13:45:00,122.03,145.113,42.489,32.166 -2020-03-26 14:00:00,118.12,147.65200000000002,43.448,32.166 -2020-03-26 14:15:00,120.48,146.16,43.448,32.166 -2020-03-26 14:30:00,124.87,145.765,43.448,32.166 -2020-03-26 14:45:00,124.56,146.787,43.448,32.166 -2020-03-26 15:00:00,122.41,147.733,45.994,32.166 -2020-03-26 15:15:00,117.85,146.145,45.994,32.166 -2020-03-26 15:30:00,118.99,144.86700000000002,45.994,32.166 -2020-03-26 15:45:00,120.98,143.993,45.994,32.166 -2020-03-26 16:00:00,116.33,148.107,48.167,32.166 -2020-03-26 16:15:00,113.12,150.065,48.167,32.166 -2020-03-26 16:30:00,110.23,150.535,48.167,32.166 -2020-03-26 16:45:00,103.8,149.41299999999998,48.167,32.166 -2020-03-26 17:00:00,103.8,151.651,52.637,32.166 -2020-03-26 17:15:00,109.33,154.106,52.637,32.166 -2020-03-26 17:30:00,115.38,156.77100000000002,52.637,32.166 -2020-03-26 17:45:00,118.72,157.446,52.637,32.166 -2020-03-26 18:00:00,121.33,161.264,55.739,32.166 -2020-03-26 18:15:00,118.59,162.52200000000002,55.739,32.166 -2020-03-26 18:30:00,113.07,160.809,55.739,32.166 -2020-03-26 18:45:00,113.68,164.889,55.739,32.166 -2020-03-26 19:00:00,113.24,162.876,56.36600000000001,32.166 -2020-03-26 19:15:00,115.41,160.976,56.36600000000001,32.166 -2020-03-26 19:30:00,121.08,160.605,56.36600000000001,32.166 -2020-03-26 19:45:00,117.92,159.431,56.36600000000001,32.166 -2020-03-26 20:00:00,115.8,153.36,56.338,32.166 -2020-03-26 20:15:00,112.12,149.299,56.338,32.166 -2020-03-26 20:30:00,109.36,147.637,56.338,32.166 -2020-03-26 20:45:00,108.08,146.005,56.338,32.166 -2020-03-26 21:00:00,100.24,140.836,49.894,32.166 -2020-03-26 21:15:00,98.69,138.41,49.894,32.166 -2020-03-26 21:30:00,92.64,137.374,49.894,32.166 -2020-03-26 21:45:00,91.85,136.857,49.894,32.166 -2020-03-26 22:00:00,85.8,129.87,46.687,32.166 -2020-03-26 22:15:00,85.45,126.67299999999999,46.687,32.166 -2020-03-26 22:30:00,78.83,112.09899999999999,46.687,32.166 -2020-03-26 22:45:00,80.03,104.823,46.687,32.166 -2020-03-26 23:00:00,73.44,97.556,39.211,32.166 -2020-03-26 23:15:00,74.45,96.307,39.211,32.166 -2020-03-26 23:30:00,71.79,96.94200000000001,39.211,32.166 -2020-03-26 23:45:00,69.13,97.62700000000001,39.211,32.166 -2020-03-27 00:00:00,81.29,91.55799999999999,36.616,32.166 -2020-03-27 00:15:00,83.4,91.184,36.616,32.166 -2020-03-27 00:30:00,84.17,89.77600000000001,36.616,32.166 -2020-03-27 00:45:00,83.96,89.18,36.616,32.166 -2020-03-27 01:00:00,77.52,89.76700000000001,33.799,32.166 -2020-03-27 01:15:00,76.7,90.131,33.799,32.166 -2020-03-27 01:30:00,76.43,89.62,33.799,32.166 -2020-03-27 01:45:00,77.15,89.56700000000001,33.799,32.166 -2020-03-27 02:00:00,76.99,91.602,32.968,32.166 -2020-03-27 02:15:00,77.28,91.721,32.968,32.166 -2020-03-27 02:30:00,77.43,93.932,32.968,32.166 -2020-03-27 02:45:00,79.33,94.956,32.968,32.166 -2020-03-27 03:00:00,79.5,97.36200000000001,33.533,32.166 -2020-03-27 03:15:00,77.66,99.35600000000001,33.533,32.166 -2020-03-27 03:30:00,81.27,100.28299999999999,33.533,32.166 -2020-03-27 03:45:00,79.74,101.734,33.533,32.166 -2020-03-27 04:00:00,79.68,114.887,36.102,32.166 -2020-03-27 04:15:00,79.42,126.90899999999999,36.102,32.166 -2020-03-27 04:30:00,77.92,128.674,36.102,32.166 -2020-03-27 04:45:00,80.87,129.208,36.102,32.166 -2020-03-27 05:00:00,85.69,161.907,42.423,32.166 -2020-03-27 05:15:00,87.55,194.855,42.423,32.166 -2020-03-27 05:30:00,89.94,188.229,42.423,32.166 -2020-03-27 05:45:00,94.07,179.046,42.423,32.166 -2020-03-27 06:00:00,101.92,178.21599999999998,55.38,32.166 -2020-03-27 06:15:00,105.46,182.955,55.38,32.166 -2020-03-27 06:30:00,108.23,182.237,55.38,32.166 -2020-03-27 06:45:00,111.45,185.12599999999998,55.38,32.166 -2020-03-27 07:00:00,118.3,187.672,65.929,32.166 -2020-03-27 07:15:00,118.8,190.475,65.929,32.166 -2020-03-27 07:30:00,122.1,188.794,65.929,32.166 -2020-03-27 07:45:00,124.3,185.33900000000003,65.929,32.166 -2020-03-27 08:00:00,127.28,183.12400000000002,57.336999999999996,32.166 -2020-03-27 08:15:00,127.22,180.92,57.336999999999996,32.166 -2020-03-27 08:30:00,127.94,176.578,57.336999999999996,32.166 -2020-03-27 08:45:00,128.1,171.59599999999998,57.336999999999996,32.166 -2020-03-27 09:00:00,127.49,165.024,54.226000000000006,32.166 -2020-03-27 09:15:00,128.67,163.12,54.226000000000006,32.166 -2020-03-27 09:30:00,129.09,162.789,54.226000000000006,32.166 -2020-03-27 09:45:00,128.83,160.995,54.226000000000006,32.166 -2020-03-27 10:00:00,127.42,156.991,51.298,32.166 -2020-03-27 10:15:00,127.88,156.01,51.298,32.166 -2020-03-27 10:30:00,126.44,153.909,51.298,32.166 -2020-03-27 10:45:00,127.39,153.159,51.298,32.166 -2020-03-27 11:00:00,126.52,148.564,50.839,32.166 -2020-03-27 11:15:00,127.61,147.666,50.839,32.166 -2020-03-27 11:30:00,125.8,149.467,50.839,32.166 -2020-03-27 11:45:00,125.03,150.244,50.839,32.166 -2020-03-27 12:00:00,122.0,146.861,47.976000000000006,32.166 -2020-03-27 12:15:00,122.03,145.314,47.976000000000006,32.166 -2020-03-27 12:30:00,121.02,144.716,47.976000000000006,32.166 -2020-03-27 12:45:00,120.19,145.718,47.976000000000006,32.166 -2020-03-27 13:00:00,119.24,146.917,46.299,32.166 -2020-03-27 13:15:00,120.7,145.874,46.299,32.166 -2020-03-27 13:30:00,117.46,144.253,46.299,32.166 -2020-03-27 13:45:00,119.26,143.44799999999998,46.299,32.166 -2020-03-27 14:00:00,117.14,144.891,44.971000000000004,32.166 -2020-03-27 14:15:00,113.78,143.339,44.971000000000004,32.166 -2020-03-27 14:30:00,110.02,143.72899999999998,44.971000000000004,32.166 -2020-03-27 14:45:00,113.2,144.83100000000002,44.971000000000004,32.166 -2020-03-27 15:00:00,114.23,145.365,47.48,32.166 -2020-03-27 15:15:00,112.17,143.32,47.48,32.166 -2020-03-27 15:30:00,106.47,140.567,47.48,32.166 -2020-03-27 15:45:00,107.87,139.994,47.48,32.166 -2020-03-27 16:00:00,110.03,142.95,50.648,32.166 -2020-03-27 16:15:00,110.03,145.256,50.648,32.166 -2020-03-27 16:30:00,112.39,145.755,50.648,32.166 -2020-03-27 16:45:00,112.32,144.27,50.648,32.166 -2020-03-27 17:00:00,115.94,147.203,56.251000000000005,32.166 -2020-03-27 17:15:00,116.05,149.262,56.251000000000005,32.166 -2020-03-27 17:30:00,117.7,151.722,56.251000000000005,32.166 -2020-03-27 17:45:00,118.13,152.159,56.251000000000005,32.166 -2020-03-27 18:00:00,121.7,156.57299999999998,58.982,32.166 -2020-03-27 18:15:00,122.86,157.303,58.982,32.166 -2020-03-27 18:30:00,122.89,155.875,58.982,32.166 -2020-03-27 18:45:00,124.43,160.083,58.982,32.166 -2020-03-27 19:00:00,125.7,159.037,57.293,32.166 -2020-03-27 19:15:00,121.2,158.434,57.293,32.166 -2020-03-27 19:30:00,121.4,157.769,57.293,32.166 -2020-03-27 19:45:00,119.95,155.972,57.293,32.166 -2020-03-27 20:00:00,116.48,149.879,59.433,32.166 -2020-03-27 20:15:00,114.79,146.07,59.433,32.166 -2020-03-27 20:30:00,113.96,144.265,59.433,32.166 -2020-03-27 20:45:00,113.11,142.858,59.433,32.166 -2020-03-27 21:00:00,108.02,138.48,52.153999999999996,32.166 -2020-03-27 21:15:00,105.58,136.90200000000002,52.153999999999996,32.166 -2020-03-27 21:30:00,99.98,135.85399999999998,52.153999999999996,32.166 -2020-03-27 21:45:00,100.41,135.86,52.153999999999996,32.166 -2020-03-27 22:00:00,93.64,129.616,47.125,32.166 -2020-03-27 22:15:00,92.04,126.265,47.125,32.166 -2020-03-27 22:30:00,91.62,118.181,47.125,32.166 -2020-03-27 22:45:00,93.54,114.007,47.125,32.166 -2020-03-27 23:00:00,88.63,106.86399999999999,41.236000000000004,32.166 -2020-03-27 23:15:00,85.58,103.60600000000001,41.236000000000004,32.166 -2020-03-27 23:30:00,83.35,102.531,41.236000000000004,32.166 -2020-03-27 23:45:00,81.51,102.666,41.236000000000004,32.166 -2020-03-28 00:00:00,57.71,89.321,36.484,31.988000000000003 -2020-03-28 00:15:00,54.17,85.42,36.484,31.988000000000003 -2020-03-28 00:30:00,56.34,84.88799999999999,36.484,31.988000000000003 -2020-03-28 00:45:00,54.63,84.62299999999999,36.484,31.988000000000003 -2020-03-28 01:00:00,49.06,85.77,32.391999999999996,31.988000000000003 -2020-03-28 01:15:00,52.94,85.538,32.391999999999996,31.988000000000003 -2020-03-28 01:30:00,49.74,84.344,32.391999999999996,31.988000000000003 -2020-03-28 01:45:00,52.99,84.53,32.391999999999996,31.988000000000003 -2020-03-28 02:00:00,51.54,86.786,30.194000000000003,31.988000000000003 -2020-03-28 02:15:00,52.29,86.351,30.194000000000003,31.988000000000003 -2020-03-28 02:30:00,52.34,87.463,30.194000000000003,31.988000000000003 -2020-03-28 02:45:00,50.12,88.823,30.194000000000003,31.988000000000003 -2020-03-28 03:00:00,50.63,91.3,29.677,31.988000000000003 -2020-03-28 03:15:00,47.78,92.103,29.677,31.988000000000003 -2020-03-28 03:30:00,48.43,91.905,29.677,31.988000000000003 -2020-03-28 03:45:00,51.9,93.94200000000001,29.677,31.988000000000003 -2020-03-28 04:00:00,49.36,103.32,29.616,31.988000000000003 -2020-03-28 04:15:00,52.2,113.07700000000001,29.616,31.988000000000003 -2020-03-28 04:30:00,53.04,112.63799999999999,29.616,31.988000000000003 -2020-03-28 04:45:00,51.37,112.87,29.616,31.988000000000003 -2020-03-28 05:00:00,55.2,130.638,29.625,31.988000000000003 -2020-03-28 05:15:00,53.94,145.415,29.625,31.988000000000003 -2020-03-28 05:30:00,57.62,139.55100000000002,29.625,31.988000000000003 -2020-03-28 05:45:00,59.67,136.032,29.625,31.988000000000003 -2020-03-28 06:00:00,60.42,153.085,30.551,31.988000000000003 -2020-03-28 06:15:00,63.03,172.97099999999998,30.551,31.988000000000003 -2020-03-28 06:30:00,60.51,167.139,30.551,31.988000000000003 -2020-03-28 06:45:00,61.22,162.032,30.551,31.988000000000003 -2020-03-28 07:00:00,66.83,160.97,34.865,31.988000000000003 -2020-03-28 07:15:00,68.4,162.357,34.865,31.988000000000003 -2020-03-28 07:30:00,67.37,163.225,34.865,31.988000000000003 -2020-03-28 07:45:00,72.4,163.143,34.865,31.988000000000003 -2020-03-28 08:00:00,72.28,164.06799999999998,41.456,31.988000000000003 -2020-03-28 08:15:00,77.29,164.692,41.456,31.988000000000003 -2020-03-28 08:30:00,80.4,161.583,41.456,31.988000000000003 -2020-03-28 08:45:00,80.83,159.421,41.456,31.988000000000003 -2020-03-28 09:00:00,86.02,155.105,43.001999999999995,31.988000000000003 -2020-03-28 09:15:00,86.55,153.95,43.001999999999995,31.988000000000003 -2020-03-28 09:30:00,87.98,154.50799999999998,43.001999999999995,31.988000000000003 -2020-03-28 09:45:00,89.07,152.734,43.001999999999995,31.988000000000003 -2020-03-28 10:00:00,88.02,149.053,42.047,31.988000000000003 -2020-03-28 10:15:00,91.44,148.35399999999998,42.047,31.988000000000003 -2020-03-28 10:30:00,89.49,146.31799999999998,42.047,31.988000000000003 -2020-03-28 10:45:00,95.01,146.55200000000002,42.047,31.988000000000003 -2020-03-28 11:00:00,94.88,142.039,39.894,31.988000000000003 -2020-03-28 11:15:00,97.49,140.834,39.894,31.988000000000003 -2020-03-28 11:30:00,97.87,141.798,39.894,31.988000000000003 -2020-03-28 11:45:00,97.43,141.989,39.894,31.988000000000003 -2020-03-28 12:00:00,92.61,137.923,38.122,31.988000000000003 -2020-03-28 12:15:00,94.95,137.143,38.122,31.988000000000003 -2020-03-28 12:30:00,90.34,136.732,38.122,31.988000000000003 -2020-03-28 12:45:00,86.38,137.285,38.122,31.988000000000003 -2020-03-28 13:00:00,82.75,137.92700000000002,34.645,31.988000000000003 -2020-03-28 13:15:00,84.34,135.013,34.645,31.988000000000003 -2020-03-28 13:30:00,84.37,133.059,34.645,31.988000000000003 -2020-03-28 13:45:00,84.04,132.303,34.645,31.988000000000003 -2020-03-28 14:00:00,79.67,134.838,33.739000000000004,31.988000000000003 -2020-03-28 14:15:00,81.26,132.49200000000002,33.739000000000004,31.988000000000003 -2020-03-28 14:30:00,79.9,131.214,33.739000000000004,31.988000000000003 -2020-03-28 14:45:00,79.54,132.628,33.739000000000004,31.988000000000003 -2020-03-28 15:00:00,78.41,133.822,35.908,31.988000000000003 -2020-03-28 15:15:00,80.8,132.606,35.908,31.988000000000003 -2020-03-28 15:30:00,80.27,131.143,35.908,31.988000000000003 -2020-03-28 15:45:00,77.77,130.329,35.908,31.988000000000003 -2020-03-28 16:00:00,80.98,133.009,39.249,31.988000000000003 -2020-03-28 16:15:00,80.76,135.78799999999998,39.249,31.988000000000003 -2020-03-28 16:30:00,81.37,136.305,39.249,31.988000000000003 -2020-03-28 16:45:00,79.09,135.488,39.249,31.988000000000003 -2020-03-28 17:00:00,83.53,137.756,46.045,31.988000000000003 -2020-03-28 17:15:00,82.0,140.559,46.045,31.988000000000003 -2020-03-28 17:30:00,86.27,142.915,46.045,31.988000000000003 -2020-03-28 17:45:00,87.5,143.157,46.045,31.988000000000003 -2020-03-28 18:00:00,89.89,147.595,48.238,31.988000000000003 -2020-03-28 18:15:00,89.13,150.316,48.238,31.988000000000003 -2020-03-28 18:30:00,88.57,150.346,48.238,31.988000000000003 -2020-03-28 18:45:00,85.87,150.866,48.238,31.988000000000003 -2020-03-28 19:00:00,91.17,150.105,46.785,31.988000000000003 -2020-03-28 19:15:00,86.77,148.829,46.785,31.988000000000003 -2020-03-28 19:30:00,89.79,149.017,46.785,31.988000000000003 -2020-03-28 19:45:00,91.35,147.619,46.785,31.988000000000003 -2020-03-28 20:00:00,86.33,143.537,39.830999999999996,31.988000000000003 -2020-03-28 20:15:00,86.08,141.27,39.830999999999996,31.988000000000003 -2020-03-28 20:30:00,84.34,138.96200000000002,39.830999999999996,31.988000000000003 -2020-03-28 20:45:00,82.32,137.77700000000002,39.830999999999996,31.988000000000003 -2020-03-28 21:00:00,78.48,134.78799999999998,34.063,31.988000000000003 -2020-03-28 21:15:00,78.09,133.465,34.063,31.988000000000003 -2020-03-28 21:30:00,73.54,133.45600000000002,34.063,31.988000000000003 -2020-03-28 21:45:00,76.09,133.001,34.063,31.988000000000003 -2020-03-28 22:00:00,73.18,127.82700000000001,34.455999999999996,31.988000000000003 -2020-03-28 22:15:00,71.44,126.572,34.455999999999996,31.988000000000003 -2020-03-28 22:30:00,69.55,123.32799999999999,34.455999999999996,31.988000000000003 -2020-03-28 22:45:00,69.05,120.762,34.455999999999996,31.988000000000003 -2020-03-28 23:00:00,66.49,115.384,27.840999999999998,31.988000000000003 -2020-03-28 23:15:00,65.31,110.95700000000001,27.840999999999998,31.988000000000003 -2020-03-28 23:30:00,60.24,109.191,27.840999999999998,31.988000000000003 -2020-03-28 23:45:00,61.54,107.5,27.840999999999998,31.988000000000003 -2020-03-29 00:00:00,63.42,89.681,20.007,31.988000000000003 -2020-03-29 00:15:00,63.84,85.18,20.007,31.988000000000003 -2020-03-29 00:30:00,63.41,84.29700000000001,20.007,31.988000000000003 -2020-03-29 00:45:00,63.81,84.542,20.007,31.988000000000003 -2020-03-29 01:00:00,61.41,85.62700000000001,17.378,31.988000000000003 -2020-03-29 01:15:00,61.91,86.14200000000001,17.378,31.988000000000003 -2020-03-29 01:30:00,61.2,85.287,17.378,31.988000000000003 -2020-03-29 01:45:00,61.64,85.115,17.378,31.988000000000003 -2020-03-29 03:00:00,60.55,92.348,15.427999999999999,31.988000000000003 -2020-03-29 03:15:00,61.96,92.81200000000001,15.427999999999999,31.988000000000003 -2020-03-29 03:30:00,61.93,93.43799999999999,15.427999999999999,31.988000000000003 -2020-03-29 03:45:00,61.8,95.17,15.427999999999999,31.988000000000003 -2020-03-29 04:00:00,62.52,104.337,16.663,31.988000000000003 -2020-03-29 04:15:00,62.17,113.15899999999999,16.663,31.988000000000003 -2020-03-29 04:30:00,61.27,113.23,16.663,31.988000000000003 -2020-03-29 04:45:00,61.62,113.501,16.663,31.988000000000003 -2020-03-29 05:00:00,59.26,128.622,17.271,31.988000000000003 -2020-03-29 05:15:00,61.48,141.29399999999998,17.271,31.988000000000003 -2020-03-29 05:30:00,61.34,135.15,17.271,31.988000000000003 -2020-03-29 05:45:00,61.02,131.74200000000002,17.271,31.988000000000003 -2020-03-29 06:00:00,61.85,147.918,17.612000000000002,31.988000000000003 -2020-03-29 06:15:00,63.29,166.752,17.612000000000002,31.988000000000003 -2020-03-29 06:30:00,64.04,159.804,17.612000000000002,31.988000000000003 -2020-03-29 06:45:00,65.71,153.536,17.612000000000002,31.988000000000003 -2020-03-29 07:00:00,65.1,154.444,20.88,31.988000000000003 -2020-03-29 07:15:00,67.09,154.61700000000002,20.88,31.988000000000003 -2020-03-29 07:30:00,68.29,154.899,20.88,31.988000000000003 -2020-03-29 07:45:00,66.11,154.187,20.88,31.988000000000003 -2020-03-29 08:00:00,70.13,156.718,25.861,31.988000000000003 -2020-03-29 08:15:00,69.2,157.636,25.861,31.988000000000003 -2020-03-29 08:30:00,68.25,156.053,25.861,31.988000000000003 -2020-03-29 08:45:00,67.57,155.486,25.861,31.988000000000003 -2020-03-29 09:00:00,66.99,150.813,27.921999999999997,31.988000000000003 -2020-03-29 09:15:00,65.9,149.954,27.921999999999997,31.988000000000003 -2020-03-29 09:30:00,65.28,150.535,27.921999999999997,31.988000000000003 -2020-03-29 09:45:00,65.68,148.985,27.921999999999997,31.988000000000003 -2020-03-29 10:00:00,66.04,147.47799999999998,29.048000000000002,31.988000000000003 -2020-03-29 10:15:00,67.95,147.296,29.048000000000002,31.988000000000003 -2020-03-29 10:30:00,68.96,145.834,29.048000000000002,31.988000000000003 -2020-03-29 10:45:00,69.67,144.84799999999998,29.048000000000002,31.988000000000003 -2020-03-29 11:00:00,66.38,140.961,32.02,31.988000000000003 -2020-03-29 11:15:00,66.11,139.761,32.02,31.988000000000003 -2020-03-29 11:30:00,60.65,140.167,32.02,31.988000000000003 -2020-03-29 11:45:00,61.22,140.942,32.02,31.988000000000003 -2020-03-29 12:00:00,57.94,136.707,28.55,31.988000000000003 -2020-03-29 12:15:00,57.98,137.329,28.55,31.988000000000003 -2020-03-29 12:30:00,57.03,135.741,28.55,31.988000000000003 -2020-03-29 12:45:00,58.14,135.325,28.55,31.988000000000003 -2020-03-29 13:00:00,56.4,135.33,25.601999999999997,31.988000000000003 -2020-03-29 13:15:00,53.99,134.73,25.601999999999997,31.988000000000003 -2020-03-29 13:30:00,54.04,132.297,25.601999999999997,31.988000000000003 -2020-03-29 13:45:00,55.14,131.30200000000002,25.601999999999997,31.988000000000003 -2020-03-29 14:00:00,58.23,134.429,23.916999999999998,31.988000000000003 -2020-03-29 14:15:00,57.08,133.165,23.916999999999998,31.988000000000003 -2020-03-29 14:30:00,54.64,132.536,23.916999999999998,31.988000000000003 -2020-03-29 14:45:00,59.63,133.328,23.916999999999998,31.988000000000003 -2020-03-29 15:00:00,60.63,133.313,24.064,31.988000000000003 -2020-03-29 15:15:00,61.57,132.48,24.064,31.988000000000003 -2020-03-29 15:30:00,63.18,131.404,24.064,31.988000000000003 -2020-03-29 15:45:00,66.09,131.221,24.064,31.988000000000003 -2020-03-29 16:00:00,70.77,134.955,28.189,31.988000000000003 -2020-03-29 16:15:00,72.49,137.029,28.189,31.988000000000003 -2020-03-29 16:30:00,74.01,138.034,28.189,31.988000000000003 -2020-03-29 16:45:00,75.04,137.291,28.189,31.988000000000003 -2020-03-29 17:00:00,82.83,139.64700000000002,37.576,31.988000000000003 -2020-03-29 17:15:00,84.34,142.606,37.576,31.988000000000003 -2020-03-29 17:30:00,85.73,145.435,37.576,31.988000000000003 -2020-03-29 17:45:00,88.1,147.631,37.576,31.988000000000003 -2020-03-29 18:00:00,92.01,151.79,42.669,31.988000000000003 -2020-03-29 18:15:00,90.43,155.52200000000002,42.669,31.988000000000003 -2020-03-29 18:30:00,93.35,153.791,42.669,31.988000000000003 -2020-03-29 18:45:00,100.38,155.852,42.669,31.988000000000003 -2020-03-29 19:00:00,104.31,155.41299999999998,43.538999999999994,31.988000000000003 -2020-03-29 19:15:00,103.88,154.311,43.538999999999994,31.988000000000003 -2020-03-29 19:30:00,94.49,154.321,43.538999999999994,31.988000000000003 -2020-03-29 19:45:00,95.0,153.996,43.538999999999994,31.988000000000003 -2020-03-29 20:00:00,89.36,149.881,37.330999999999996,31.988000000000003 -2020-03-29 20:15:00,94.08,148.375,37.330999999999996,31.988000000000003 -2020-03-29 20:30:00,95.79,147.328,37.330999999999996,31.988000000000003 -2020-03-29 20:45:00,98.77,144.69799999999998,37.330999999999996,31.988000000000003 -2020-03-29 21:00:00,92.39,139.58100000000002,33.856,31.988000000000003 -2020-03-29 21:15:00,90.85,137.675,33.856,31.988000000000003 -2020-03-29 21:30:00,88.72,137.703,33.856,31.988000000000003 -2020-03-29 21:45:00,86.64,137.485,33.856,31.988000000000003 -2020-03-29 22:00:00,86.5,131.963,34.711999999999996,31.988000000000003 -2020-03-29 22:15:00,89.79,129.631,34.711999999999996,31.988000000000003 -2020-03-29 22:30:00,88.27,123.661,34.711999999999996,31.988000000000003 -2020-03-29 22:45:00,85.25,120.038,34.711999999999996,31.988000000000003 -2020-03-29 23:00:00,76.97,112.32799999999999,29.698,31.988000000000003 -2020-03-29 23:15:00,78.47,109.78299999999999,29.698,31.988000000000003 -2020-03-29 23:30:00,76.39,108.507,29.698,31.988000000000003 -2020-03-29 23:45:00,76.76,107.598,29.698,31.988000000000003 -2020-03-30 00:00:00,74.91,93.007,29.983,32.166 -2020-03-30 00:15:00,74.62,91.073,29.983,32.166 -2020-03-30 00:30:00,74.93,90.152,29.983,32.166 -2020-03-30 00:45:00,74.48,89.861,29.983,32.166 -2020-03-30 01:00:00,72.07,91.03,29.122,32.166 -2020-03-30 01:15:00,73.81,91.124,29.122,32.166 -2020-03-30 01:30:00,74.52,90.40700000000001,29.122,32.166 -2020-03-30 01:45:00,73.97,90.3,29.122,32.166 -2020-03-30 02:00:00,73.49,92.089,28.676,32.166 -2020-03-30 02:15:00,75.66,91.99600000000001,28.676,32.166 -2020-03-30 02:30:00,77.39,94.175,28.676,32.166 -2020-03-30 02:45:00,76.44,95.27600000000001,28.676,32.166 -2020-03-30 03:00:00,75.13,99.355,26.552,32.166 -2020-03-30 03:15:00,76.32,101.29,26.552,32.166 -2020-03-30 03:30:00,77.54,101.928,26.552,32.166 -2020-03-30 03:45:00,79.94,103.101,26.552,32.166 -2020-03-30 04:00:00,82.14,116.584,27.44,32.166 -2020-03-30 04:15:00,84.58,129.511,27.44,32.166 -2020-03-30 04:30:00,89.34,131.10299999999998,27.44,32.166 -2020-03-30 04:45:00,93.84,131.608,27.44,32.166 -2020-03-30 05:00:00,101.97,160.982,36.825,32.166 -2020-03-30 05:15:00,106.72,192.364,36.825,32.166 -2020-03-30 05:30:00,107.82,185.893,36.825,32.166 -2020-03-30 05:45:00,108.72,177.19099999999997,36.825,32.166 -2020-03-30 06:00:00,116.23,176.537,56.589,32.166 -2020-03-30 06:15:00,116.59,181.03900000000002,56.589,32.166 -2020-03-30 06:30:00,119.93,181.482,56.589,32.166 -2020-03-30 06:45:00,121.38,183.65099999999998,56.589,32.166 -2020-03-30 07:00:00,124.55,186.778,67.49,32.166 -2020-03-30 07:15:00,124.25,188.61,67.49,32.166 -2020-03-30 07:30:00,123.4,187.977,67.49,32.166 -2020-03-30 07:45:00,123.32,185.34099999999998,67.49,32.166 -2020-03-30 08:00:00,122.13,183.62599999999998,60.028,32.166 -2020-03-30 08:15:00,121.81,182.493,60.028,32.166 -2020-03-30 08:30:00,123.07,177.347,60.028,32.166 -2020-03-30 08:45:00,122.24,174.237,60.028,32.166 -2020-03-30 09:00:00,119.81,168.592,55.018,32.166 -2020-03-30 09:15:00,120.83,164.426,55.018,32.166 -2020-03-30 09:30:00,120.02,163.955,55.018,32.166 -2020-03-30 09:45:00,120.56,161.996,55.018,32.166 -2020-03-30 10:00:00,117.61,159.881,51.183,32.166 -2020-03-30 10:15:00,118.77,159.44,51.183,32.166 -2020-03-30 10:30:00,118.87,157.166,51.183,32.166 -2020-03-30 10:45:00,120.03,156.362,51.183,32.166 -2020-03-30 11:00:00,116.72,150.494,50.065,32.166 -2020-03-30 11:15:00,118.45,150.871,50.065,32.166 -2020-03-30 11:30:00,116.15,152.602,50.065,32.166 -2020-03-30 11:45:00,116.99,153.19799999999998,50.065,32.166 -2020-03-30 12:00:00,115.58,150.036,48.141999999999996,32.166 -2020-03-30 12:15:00,118.73,150.696,48.141999999999996,32.166 -2020-03-30 12:30:00,119.08,148.989,48.141999999999996,32.166 -2020-03-30 12:45:00,116.73,149.827,48.141999999999996,32.166 -2020-03-30 13:00:00,116.77,150.662,47.887,32.166 -2020-03-30 13:15:00,116.21,148.665,47.887,32.166 -2020-03-30 13:30:00,116.04,145.832,47.887,32.166 -2020-03-30 13:45:00,119.23,145.102,47.887,32.166 -2020-03-30 14:00:00,119.84,147.571,48.571000000000005,32.166 -2020-03-30 14:15:00,118.19,145.906,48.571000000000005,32.166 -2020-03-30 14:30:00,115.09,144.745,48.571000000000005,32.166 -2020-03-30 14:45:00,114.72,146.056,48.571000000000005,32.166 -2020-03-30 15:00:00,113.97,147.463,49.937,32.166 -2020-03-30 15:15:00,115.44,145.256,49.937,32.166 -2020-03-30 15:30:00,117.05,143.638,49.937,32.166 -2020-03-30 15:45:00,117.4,142.941,49.937,32.166 -2020-03-30 16:00:00,119.4,147.00799999999998,52.963,32.166 -2020-03-30 16:15:00,117.12,148.44799999999998,52.963,32.166 -2020-03-30 16:30:00,120.03,148.47899999999998,52.963,32.166 -2020-03-30 16:45:00,120.1,146.713,52.963,32.166 -2020-03-30 17:00:00,122.72,148.575,61.163999999999994,32.166 -2020-03-30 17:15:00,121.92,150.855,61.163999999999994,32.166 -2020-03-30 17:30:00,123.43,153.141,61.163999999999994,32.166 -2020-03-30 17:45:00,123.83,154.01,61.163999999999994,32.166 -2020-03-30 18:00:00,125.34,158.202,63.788999999999994,32.166 -2020-03-30 18:15:00,122.68,159.688,63.788999999999994,32.166 -2020-03-30 18:30:00,124.68,158.264,63.788999999999994,32.166 -2020-03-30 18:45:00,125.28,161.806,63.788999999999994,32.166 -2020-03-30 19:00:00,122.28,159.947,63.913000000000004,32.166 -2020-03-30 19:15:00,118.3,158.28799999999998,63.913000000000004,32.166 -2020-03-30 19:30:00,114.81,158.621,63.913000000000004,32.166 -2020-03-30 19:45:00,112.8,157.49200000000002,63.913000000000004,32.166 -2020-03-30 20:00:00,106.59,151.07,65.44,32.166 -2020-03-30 20:15:00,106.52,147.994,65.44,32.166 -2020-03-30 20:30:00,106.51,145.638,65.44,32.166 -2020-03-30 20:45:00,105.14,144.384,65.44,32.166 -2020-03-30 21:00:00,100.49,139.514,59.117,32.166 -2020-03-30 21:15:00,99.35,136.80100000000002,59.117,32.166 -2020-03-30 21:30:00,95.33,136.287,59.117,32.166 -2020-03-30 21:45:00,94.73,135.624,59.117,32.166 -2020-03-30 22:00:00,91.38,127.18299999999999,52.301,32.166 -2020-03-30 22:15:00,91.17,124.395,52.301,32.166 -2020-03-30 22:30:00,89.5,109.465,52.301,32.166 -2020-03-30 22:45:00,88.98,101.96,52.301,32.166 -2020-03-30 23:00:00,66.74,94.854,44.373000000000005,32.166 -2020-03-30 23:15:00,64.17,93.986,44.373000000000005,32.166 -2020-03-30 23:30:00,64.34,94.916,44.373000000000005,32.166 -2020-03-30 23:45:00,63.43,95.994,44.373000000000005,32.166 -2020-03-31 00:00:00,62.68,91.345,44.647,32.166 -2020-03-31 00:15:00,60.68,90.807,44.647,32.166 -2020-03-31 00:30:00,59.93,89.366,44.647,32.166 -2020-03-31 00:45:00,61.17,88.571,44.647,32.166 -2020-03-31 01:00:00,59.63,89.383,41.433,32.166 -2020-03-31 01:15:00,60.51,89.15,41.433,32.166 -2020-03-31 01:30:00,59.6,88.506,41.433,32.166 -2020-03-31 01:45:00,65.34,88.48,41.433,32.166 -2020-03-31 02:00:00,67.35,90.09700000000001,39.909,32.166 -2020-03-31 02:15:00,70.17,90.27799999999999,39.909,32.166 -2020-03-31 02:30:00,68.14,91.891,39.909,32.166 -2020-03-31 02:45:00,65.63,93.11,39.909,32.166 -2020-03-31 03:00:00,72.05,96.104,39.14,32.166 -2020-03-31 03:15:00,71.12,97.663,39.14,32.166 -2020-03-31 03:30:00,68.78,98.656,39.14,32.166 -2020-03-31 03:45:00,71.02,99.632,39.14,32.166 -2020-03-31 04:00:00,72.64,112.556,40.015,32.166 -2020-03-31 04:15:00,77.31,125.20100000000001,40.015,32.166 -2020-03-31 04:30:00,78.77,126.529,40.015,32.166 -2020-03-31 04:45:00,82.3,128.109,40.015,32.166 -2020-03-31 05:00:00,94.54,161.782,44.93600000000001,32.166 -2020-03-31 05:15:00,98.42,193.196,44.93600000000001,32.166 -2020-03-31 05:30:00,103.0,185.597,44.93600000000001,32.166 -2020-03-31 05:45:00,102.84,176.67700000000002,44.93600000000001,32.166 -2020-03-31 06:00:00,112.12,175.46099999999998,57.271,32.166 -2020-03-31 06:15:00,114.11,181.27599999999998,57.271,32.166 -2020-03-31 06:30:00,120.03,181.074,57.271,32.166 -2020-03-31 06:45:00,120.49,182.643,57.271,32.166 -2020-03-31 07:00:00,123.04,185.68599999999998,68.352,32.166 -2020-03-31 07:15:00,121.38,187.287,68.352,32.166 -2020-03-31 07:30:00,118.56,186.19099999999997,68.352,32.166 -2020-03-31 07:45:00,119.78,183.394,68.352,32.166 -2020-03-31 08:00:00,118.34,181.725,60.717,32.166 -2020-03-31 08:15:00,116.42,179.653,60.717,32.166 -2020-03-31 08:30:00,119.31,174.368,60.717,32.166 -2020-03-31 08:45:00,115.45,170.799,60.717,32.166 -2020-03-31 09:00:00,110.19,164.595,54.603,32.166 -2020-03-31 09:15:00,107.11,161.68,54.603,32.166 -2020-03-31 09:30:00,108.81,161.972,54.603,32.166 -2020-03-31 09:45:00,111.86,160.24,54.603,32.166 -2020-03-31 10:00:00,107.21,157.274,52.308,32.166 -2020-03-31 10:15:00,106.49,155.975,52.308,32.166 -2020-03-31 10:30:00,102.82,153.881,52.308,32.166 -2020-03-31 10:45:00,103.11,153.60299999999998,52.308,32.166 -2020-03-31 11:00:00,103.17,148.94899999999998,51.838,32.166 -2020-03-31 11:15:00,105.15,149.18200000000002,51.838,32.166 -2020-03-31 11:30:00,107.81,149.653,51.838,32.166 -2020-03-31 11:45:00,107.37,150.726,51.838,32.166 -2020-03-31 12:00:00,103.49,146.401,50.375,32.166 -2020-03-31 12:15:00,105.66,146.811,50.375,32.166 -2020-03-31 12:30:00,104.92,145.886,50.375,32.166 -2020-03-31 12:45:00,104.34,146.658,50.375,32.166 -2020-03-31 13:00:00,95.18,147.097,50.735,32.166 -2020-03-31 13:15:00,98.54,145.253,50.735,32.166 -2020-03-31 13:30:00,96.68,143.38299999999998,50.735,32.166 -2020-03-31 13:45:00,93.25,142.56799999999998,50.735,32.166 -2020-03-31 14:00:00,100.54,145.45600000000002,50.946000000000005,32.166 -2020-03-31 14:15:00,105.54,143.846,50.946000000000005,32.166 -2020-03-31 14:30:00,101.06,143.255,50.946000000000005,32.166 -2020-03-31 14:45:00,100.21,144.303,50.946000000000005,32.166 -2020-03-31 15:00:00,103.43,145.321,53.18,32.166 -2020-03-31 15:15:00,106.7,143.6,53.18,32.166 -2020-03-31 15:30:00,103.14,142.063,53.18,32.166 -2020-03-31 15:45:00,104.16,141.099,53.18,32.166 -2020-03-31 16:00:00,108.84,145.308,54.928999999999995,32.166 -2020-03-31 16:15:00,109.82,147.137,54.928999999999995,32.166 -2020-03-31 16:30:00,114.81,147.60299999999998,54.928999999999995,32.166 -2020-03-31 16:45:00,110.58,146.209,54.928999999999995,32.166 -2020-03-31 17:00:00,116.98,148.611,60.913000000000004,32.166 -2020-03-31 17:15:00,117.4,151.02,60.913000000000004,32.166 -2020-03-31 17:30:00,117.54,153.74,60.913000000000004,32.166 -2020-03-31 17:45:00,112.39,154.411,60.913000000000004,32.166 -2020-03-31 18:00:00,119.14,158.256,62.214,32.166 -2020-03-31 18:15:00,118.51,159.803,62.214,32.166 -2020-03-31 18:30:00,117.89,158.049,62.214,32.166 -2020-03-31 18:45:00,116.94,162.19799999999998,62.214,32.166 -2020-03-31 19:00:00,116.89,160.05200000000002,62.38,32.166 -2020-03-31 19:15:00,117.46,158.23,62.38,32.166 -2020-03-31 19:30:00,116.74,157.986,62.38,32.166 -2020-03-31 19:45:00,114.19,157.02200000000002,62.38,32.166 -2020-03-31 20:00:00,107.41,150.808,65.018,32.166 -2020-03-31 20:15:00,106.35,146.821,65.018,32.166 -2020-03-31 20:30:00,107.79,145.326,65.018,32.166 -2020-03-31 20:45:00,101.84,143.74,65.018,32.166 -2020-03-31 21:00:00,91.56,138.55100000000002,56.416000000000004,32.166 -2020-03-31 21:15:00,99.16,136.15,56.416000000000004,32.166 -2020-03-31 21:30:00,94.28,135.096,56.416000000000004,32.166 -2020-03-31 21:45:00,95.13,134.695,56.416000000000004,32.166 -2020-03-31 22:00:00,83.39,127.675,52.846000000000004,32.166 -2020-03-31 22:15:00,86.65,124.60799999999999,52.846000000000004,32.166 -2020-03-31 22:30:00,87.84,109.78200000000001,52.846000000000004,32.166 -2020-03-31 22:45:00,84.34,102.49700000000001,52.846000000000004,32.166 -2020-03-31 23:00:00,75.86,95.185,44.435,32.166 -2020-03-31 23:15:00,71.86,94.06,44.435,32.166 -2020-03-31 23:30:00,74.23,94.70100000000001,44.435,32.166 -2020-03-31 23:45:00,72.45,95.499,44.435,32.166 -2020-04-01 00:00:00,69.69,79.456,39.061,30.736 -2020-04-01 00:15:00,75.94,79.935,39.061,30.736 -2020-04-01 00:30:00,78.31,78.125,39.061,30.736 -2020-04-01 00:45:00,79.1,76.366,39.061,30.736 -2020-04-01 01:00:00,70.26,77.627,35.795,30.736 -2020-04-01 01:15:00,71.06,76.926,35.795,30.736 -2020-04-01 01:30:00,68.96,75.87100000000001,35.795,30.736 -2020-04-01 01:45:00,67.64,75.392,35.795,30.736 -2020-04-01 02:00:00,67.11,77.184,33.316,30.736 -2020-04-01 02:15:00,71.63,76.73899999999999,33.316,30.736 -2020-04-01 02:30:00,68.87,79.04899999999999,33.316,30.736 -2020-04-01 02:45:00,69.72,79.654,33.316,30.736 -2020-04-01 03:00:00,70.41,83.104,32.803000000000004,30.736 -2020-04-01 03:15:00,70.75,85.094,32.803000000000004,30.736 -2020-04-01 03:30:00,72.02,84.946,32.803000000000004,30.736 -2020-04-01 03:45:00,74.47,85.49700000000001,32.803000000000004,30.736 -2020-04-01 04:00:00,78.97,98.23200000000001,34.235,30.736 -2020-04-01 04:15:00,81.76,111.244,34.235,30.736 -2020-04-01 04:30:00,84.98,111.566,34.235,30.736 -2020-04-01 04:45:00,89.2,113.62700000000001,34.235,30.736 -2020-04-01 05:00:00,96.35,149.659,38.65,30.736 -2020-04-01 05:15:00,99.7,183.483,38.65,30.736 -2020-04-01 05:30:00,102.53,173.278,38.65,30.736 -2020-04-01 05:45:00,104.9,162.628,38.65,30.736 -2020-04-01 06:00:00,111.67,163.61700000000002,54.951,30.736 -2020-04-01 06:15:00,109.26,169.40099999999998,54.951,30.736 -2020-04-01 06:30:00,111.94,167.69799999999998,54.951,30.736 -2020-04-01 06:45:00,115.16,168.525,54.951,30.736 -2020-04-01 07:00:00,117.0,171.296,67.328,30.736 -2020-04-01 07:15:00,115.4,172.46400000000003,67.328,30.736 -2020-04-01 07:30:00,113.66,171.299,67.328,30.736 -2020-04-01 07:45:00,114.86,168.247,67.328,30.736 -2020-04-01 08:00:00,114.85,167.385,60.23,30.736 -2020-04-01 08:15:00,112.81,165.22400000000002,60.23,30.736 -2020-04-01 08:30:00,115.93,160.542,60.23,30.736 -2020-04-01 08:45:00,116.76,157.317,60.23,30.736 -2020-04-01 09:00:00,116.8,151.364,56.845,30.736 -2020-04-01 09:15:00,118.8,148.974,56.845,30.736 -2020-04-01 09:30:00,116.67,150.576,56.845,30.736 -2020-04-01 09:45:00,112.16,149.53,56.845,30.736 -2020-04-01 10:00:00,107.33,145.305,53.832,30.736 -2020-04-01 10:15:00,106.59,144.53,53.832,30.736 -2020-04-01 10:30:00,110.06,142.187,53.832,30.736 -2020-04-01 10:45:00,112.49,141.908,53.832,30.736 -2020-04-01 11:00:00,111.37,136.292,53.225,30.736 -2020-04-01 11:15:00,112.05,136.708,53.225,30.736 -2020-04-01 11:30:00,108.51,137.773,53.225,30.736 -2020-04-01 11:45:00,105.82,139.032,53.225,30.736 -2020-04-01 12:00:00,99.92,134.388,50.676,30.736 -2020-04-01 12:15:00,105.63,134.911,50.676,30.736 -2020-04-01 12:30:00,106.93,134.461,50.676,30.736 -2020-04-01 12:45:00,103.6,135.236,50.676,30.736 -2020-04-01 13:00:00,103.07,135.707,50.646,30.736 -2020-04-01 13:15:00,102.9,134.39600000000002,50.646,30.736 -2020-04-01 13:30:00,102.03,132.364,50.646,30.736 -2020-04-01 13:45:00,103.27,131.08700000000002,50.646,30.736 -2020-04-01 14:00:00,105.31,132.503,50.786,30.736 -2020-04-01 14:15:00,102.66,131.495,50.786,30.736 -2020-04-01 14:30:00,103.31,131.606,50.786,30.736 -2020-04-01 14:45:00,96.63,132.4,50.786,30.736 -2020-04-01 15:00:00,93.87,132.792,51.535,30.736 -2020-04-01 15:15:00,93.7,131.388,51.535,30.736 -2020-04-01 15:30:00,99.59,130.69299999999998,51.535,30.736 -2020-04-01 15:45:00,101.6,130.118,51.535,30.736 -2020-04-01 16:00:00,98.99,131.167,53.157,30.736 -2020-04-01 16:15:00,101.34,132.373,53.157,30.736 -2020-04-01 16:30:00,101.19,132.377,53.157,30.736 -2020-04-01 16:45:00,103.38,131.024,53.157,30.736 -2020-04-01 17:00:00,106.1,130.7,57.793,30.736 -2020-04-01 17:15:00,106.86,133.321,57.793,30.736 -2020-04-01 17:30:00,107.36,135.382,57.793,30.736 -2020-04-01 17:45:00,109.06,136.537,57.793,30.736 -2020-04-01 18:00:00,110.87,139.363,59.872,30.736 -2020-04-01 18:15:00,109.26,140.57,59.872,30.736 -2020-04-01 18:30:00,110.29,139.069,59.872,30.736 -2020-04-01 18:45:00,111.93,144.532,59.872,30.736 -2020-04-01 19:00:00,113.65,143.02200000000002,60.17100000000001,30.736 -2020-04-01 19:15:00,109.64,141.8,60.17100000000001,30.736 -2020-04-01 19:30:00,110.52,141.476,60.17100000000001,30.736 -2020-04-01 19:45:00,105.99,141.282,60.17100000000001,30.736 -2020-04-01 20:00:00,102.05,136.425,65.015,30.736 -2020-04-01 20:15:00,107.29,133.08100000000002,65.015,30.736 -2020-04-01 20:30:00,106.45,132.442,65.015,30.736 -2020-04-01 20:45:00,102.76,131.428,65.015,30.736 -2020-04-01 21:00:00,92.13,125.118,57.805,30.736 -2020-04-01 21:15:00,93.99,123.633,57.805,30.736 -2020-04-01 21:30:00,88.08,123.904,57.805,30.736 -2020-04-01 21:45:00,86.39,122.70100000000001,57.805,30.736 -2020-04-01 22:00:00,81.08,116.471,52.115,30.736 -2020-04-01 22:15:00,86.83,113.48200000000001,52.115,30.736 -2020-04-01 22:30:00,86.9,100.95,52.115,30.736 -2020-04-01 22:45:00,86.76,93.775,52.115,30.736 -2020-04-01 23:00:00,76.32,84.93299999999999,42.871,30.736 -2020-04-01 23:15:00,73.01,84.014,42.871,30.736 -2020-04-01 23:30:00,73.23,83.148,42.871,30.736 -2020-04-01 23:45:00,75.85,83.984,42.871,30.736 -2020-04-02 00:00:00,71.82,79.054,39.203,30.736 -2020-04-02 00:15:00,78.53,79.546,39.203,30.736 -2020-04-02 00:30:00,80.03,77.726,39.203,30.736 -2020-04-02 00:45:00,79.26,75.968,39.203,30.736 -2020-04-02 01:00:00,71.4,77.212,37.118,30.736 -2020-04-02 01:15:00,75.84,76.488,37.118,30.736 -2020-04-02 01:30:00,76.57,75.41199999999999,37.118,30.736 -2020-04-02 01:45:00,78.33,74.938,37.118,30.736 -2020-04-02 02:00:00,73.97,76.719,35.647,30.736 -2020-04-02 02:15:00,75.9,76.257,35.647,30.736 -2020-04-02 02:30:00,78.09,78.58800000000001,35.647,30.736 -2020-04-02 02:45:00,78.5,79.19800000000001,35.647,30.736 -2020-04-02 03:00:00,76.84,82.665,34.585,30.736 -2020-04-02 03:15:00,79.44,84.63,34.585,30.736 -2020-04-02 03:30:00,81.12,84.477,34.585,30.736 -2020-04-02 03:45:00,81.18,85.04700000000001,34.585,30.736 -2020-04-02 04:00:00,79.89,97.76100000000001,36.184,30.736 -2020-04-02 04:15:00,81.67,110.743,36.184,30.736 -2020-04-02 04:30:00,83.77,111.07,36.184,30.736 -2020-04-02 04:45:00,87.27,113.12,36.184,30.736 -2020-04-02 05:00:00,96.26,149.07299999999998,41.019,30.736 -2020-04-02 05:15:00,98.79,182.831,41.019,30.736 -2020-04-02 05:30:00,101.22,172.627,41.019,30.736 -2020-04-02 05:45:00,102.52,162.015,41.019,30.736 -2020-04-02 06:00:00,111.5,163.025,53.963,30.736 -2020-04-02 06:15:00,109.85,168.795,53.963,30.736 -2020-04-02 06:30:00,113.43,167.063,53.963,30.736 -2020-04-02 06:45:00,114.03,167.875,53.963,30.736 -2020-04-02 07:00:00,119.23,170.65400000000002,66.512,30.736 -2020-04-02 07:15:00,120.65,171.798,66.512,30.736 -2020-04-02 07:30:00,116.77,170.592,66.512,30.736 -2020-04-02 07:45:00,112.67,167.525,66.512,30.736 -2020-04-02 08:00:00,115.24,166.643,58.86,30.736 -2020-04-02 08:15:00,117.46,164.503,58.86,30.736 -2020-04-02 08:30:00,115.91,159.782,58.86,30.736 -2020-04-02 08:45:00,115.21,156.585,58.86,30.736 -2020-04-02 09:00:00,115.87,150.637,52.156000000000006,30.736 -2020-04-02 09:15:00,114.66,148.252,52.156000000000006,30.736 -2020-04-02 09:30:00,119.53,149.874,52.156000000000006,30.736 -2020-04-02 09:45:00,123.85,148.858,52.156000000000006,30.736 -2020-04-02 10:00:00,118.77,144.639,49.034,30.736 -2020-04-02 10:15:00,126.97,143.914,49.034,30.736 -2020-04-02 10:30:00,125.46,141.596,49.034,30.736 -2020-04-02 10:45:00,123.88,141.338,49.034,30.736 -2020-04-02 11:00:00,122.49,135.713,46.53,30.736 -2020-04-02 11:15:00,116.42,136.153,46.53,30.736 -2020-04-02 11:30:00,110.72,137.222,46.53,30.736 -2020-04-02 11:45:00,120.11,138.501,46.53,30.736 -2020-04-02 12:00:00,118.87,133.88299999999998,43.318000000000005,30.736 -2020-04-02 12:15:00,120.48,134.416,43.318000000000005,30.736 -2020-04-02 12:30:00,117.06,133.922,43.318000000000005,30.736 -2020-04-02 12:45:00,111.35,134.69899999999998,43.318000000000005,30.736 -2020-04-02 13:00:00,111.13,135.213,41.608000000000004,30.736 -2020-04-02 13:15:00,108.37,133.891,41.608000000000004,30.736 -2020-04-02 13:30:00,110.04,131.856,41.608000000000004,30.736 -2020-04-02 13:45:00,110.04,130.58100000000002,41.608000000000004,30.736 -2020-04-02 14:00:00,105.79,132.067,41.786,30.736 -2020-04-02 14:15:00,97.68,131.036,41.786,30.736 -2020-04-02 14:30:00,108.28,131.105,41.786,30.736 -2020-04-02 14:45:00,118.85,131.90200000000002,41.786,30.736 -2020-04-02 15:00:00,124.11,132.321,44.181999999999995,30.736 -2020-04-02 15:15:00,123.02,130.893,44.181999999999995,30.736 -2020-04-02 15:30:00,118.52,130.14700000000002,44.181999999999995,30.736 -2020-04-02 15:45:00,111.31,129.553,44.181999999999995,30.736 -2020-04-02 16:00:00,113.66,130.637,45.956,30.736 -2020-04-02 16:15:00,119.09,131.816,45.956,30.736 -2020-04-02 16:30:00,118.53,131.822,45.956,30.736 -2020-04-02 16:45:00,121.92,130.407,45.956,30.736 -2020-04-02 17:00:00,124.5,130.131,50.702,30.736 -2020-04-02 17:15:00,120.31,132.734,50.702,30.736 -2020-04-02 17:30:00,120.7,134.798,50.702,30.736 -2020-04-02 17:45:00,121.11,135.939,50.702,30.736 -2020-04-02 18:00:00,123.23,138.77700000000002,53.595,30.736 -2020-04-02 18:15:00,120.26,140.024,53.595,30.736 -2020-04-02 18:30:00,115.9,138.511,53.595,30.736 -2020-04-02 18:45:00,114.56,143.986,53.595,30.736 -2020-04-02 19:00:00,121.11,142.455,54.207,30.736 -2020-04-02 19:15:00,119.24,141.243,54.207,30.736 -2020-04-02 19:30:00,117.39,140.938,54.207,30.736 -2020-04-02 19:45:00,107.85,140.776,54.207,30.736 -2020-04-02 20:00:00,108.15,135.892,56.948,30.736 -2020-04-02 20:15:00,111.42,132.55700000000002,56.948,30.736 -2020-04-02 20:30:00,106.44,131.955,56.948,30.736 -2020-04-02 20:45:00,101.23,130.964,56.948,30.736 -2020-04-02 21:00:00,100.35,124.652,52.157,30.736 -2020-04-02 21:15:00,101.03,123.176,52.157,30.736 -2020-04-02 21:30:00,107.53,123.44,52.157,30.736 -2020-04-02 21:45:00,103.46,122.266,52.157,30.736 -2020-04-02 22:00:00,96.94,116.041,47.483000000000004,30.736 -2020-04-02 22:15:00,99.13,113.08,47.483000000000004,30.736 -2020-04-02 22:30:00,96.8,100.515,47.483000000000004,30.736 -2020-04-02 22:45:00,92.58,93.336,47.483000000000004,30.736 -2020-04-02 23:00:00,83.94,84.47,41.978,30.736 -2020-04-02 23:15:00,83.81,83.583,41.978,30.736 -2020-04-02 23:30:00,88.75,82.71600000000001,41.978,30.736 -2020-04-02 23:45:00,87.76,83.568,41.978,30.736 -2020-04-03 00:00:00,76.87,76.975,39.301,30.736 -2020-04-03 00:15:00,73.29,77.727,39.301,30.736 -2020-04-03 00:30:00,70.69,75.961,39.301,30.736 -2020-04-03 00:45:00,72.11,74.514,39.301,30.736 -2020-04-03 01:00:00,75.99,75.328,37.976,30.736 -2020-04-03 01:15:00,77.44,74.82,37.976,30.736 -2020-04-03 01:30:00,73.59,73.983,37.976,30.736 -2020-04-03 01:45:00,79.01,73.439,37.976,30.736 -2020-04-03 02:00:00,73.89,75.78399999999999,37.041,30.736 -2020-04-03 02:15:00,73.49,75.205,37.041,30.736 -2020-04-03 02:30:00,79.15,78.352,37.041,30.736 -2020-04-03 02:45:00,75.85,78.607,37.041,30.736 -2020-04-03 03:00:00,74.11,81.914,37.575,30.736 -2020-04-03 03:15:00,79.18,83.74799999999999,37.575,30.736 -2020-04-03 03:30:00,76.15,83.445,37.575,30.736 -2020-04-03 03:45:00,85.07,84.735,37.575,30.736 -2020-04-03 04:00:00,91.35,97.646,39.058,30.736 -2020-04-03 04:15:00,92.78,109.551,39.058,30.736 -2020-04-03 04:30:00,92.59,110.568,39.058,30.736 -2020-04-03 04:45:00,93.75,111.53399999999999,39.058,30.736 -2020-04-03 05:00:00,102.17,146.35299999999998,43.256,30.736 -2020-04-03 05:15:00,102.67,181.516,43.256,30.736 -2020-04-03 05:30:00,104.0,172.08599999999998,43.256,30.736 -2020-04-03 05:45:00,106.32,161.215,43.256,30.736 -2020-04-03 06:00:00,114.66,162.671,56.093999999999994,30.736 -2020-04-03 06:15:00,113.85,167.59900000000002,56.093999999999994,30.736 -2020-04-03 06:30:00,117.45,165.268,56.093999999999994,30.736 -2020-04-03 06:45:00,116.33,167.011,56.093999999999994,30.736 -2020-04-03 07:00:00,117.74,169.637,66.92699999999999,30.736 -2020-04-03 07:15:00,116.74,171.90900000000002,66.92699999999999,30.736 -2020-04-03 07:30:00,116.53,169.487,66.92699999999999,30.736 -2020-04-03 07:45:00,115.69,165.718,66.92699999999999,30.736 -2020-04-03 08:00:00,114.23,164.50900000000001,60.332,30.736 -2020-04-03 08:15:00,113.28,162.47799999999998,60.332,30.736 -2020-04-03 08:30:00,113.5,158.321,60.332,30.736 -2020-04-03 08:45:00,111.4,154.023,60.332,30.736 -2020-04-03 09:00:00,109.66,147.19899999999998,56.085,30.736 -2020-04-03 09:15:00,109.0,146.171,56.085,30.736 -2020-04-03 09:30:00,107.02,147.174,56.085,30.736 -2020-04-03 09:45:00,107.16,146.306,56.085,30.736 -2020-04-03 10:00:00,105.85,141.186,52.91,30.736 -2020-04-03 10:15:00,107.46,140.898,52.91,30.736 -2020-04-03 10:30:00,105.47,138.81799999999998,52.91,30.736 -2020-04-03 10:45:00,107.79,138.22299999999998,52.91,30.736 -2020-04-03 11:00:00,102.99,132.667,52.278999999999996,30.736 -2020-04-03 11:15:00,101.82,131.98,52.278999999999996,30.736 -2020-04-03 11:30:00,101.04,134.144,52.278999999999996,30.736 -2020-04-03 11:45:00,100.88,135.03,52.278999999999996,30.736 -2020-04-03 12:00:00,96.79,131.445,49.023999999999994,30.736 -2020-04-03 12:15:00,100.16,130.16,49.023999999999994,30.736 -2020-04-03 12:30:00,94.47,129.792,49.023999999999994,30.736 -2020-04-03 12:45:00,100.82,130.594,49.023999999999994,30.736 -2020-04-03 13:00:00,98.58,132.121,46.82,30.736 -2020-04-03 13:15:00,96.92,131.47299999999998,46.82,30.736 -2020-04-03 13:30:00,95.45,129.8,46.82,30.736 -2020-04-03 13:45:00,97.9,128.616,46.82,30.736 -2020-04-03 14:00:00,100.06,128.971,45.756,30.736 -2020-04-03 14:15:00,94.08,127.977,45.756,30.736 -2020-04-03 14:30:00,89.77,129.05200000000002,45.756,30.736 -2020-04-03 14:45:00,89.15,129.773,45.756,30.736 -2020-04-03 15:00:00,99.64,129.828,47.56,30.736 -2020-04-03 15:15:00,97.56,127.941,47.56,30.736 -2020-04-03 15:30:00,100.39,125.76799999999999,47.56,30.736 -2020-04-03 15:45:00,96.0,125.601,47.56,30.736 -2020-04-03 16:00:00,102.98,125.535,49.581,30.736 -2020-04-03 16:15:00,107.36,127.12799999999999,49.581,30.736 -2020-04-03 16:30:00,107.41,127.117,49.581,30.736 -2020-04-03 16:45:00,105.69,125.18799999999999,49.581,30.736 -2020-04-03 17:00:00,111.53,125.978,53.918,30.736 -2020-04-03 17:15:00,114.78,128.192,53.918,30.736 -2020-04-03 17:30:00,110.72,130.119,53.918,30.736 -2020-04-03 17:45:00,114.51,130.999,53.918,30.736 -2020-04-03 18:00:00,121.12,134.387,54.266000000000005,30.736 -2020-04-03 18:15:00,115.78,134.931,54.266000000000005,30.736 -2020-04-03 18:30:00,115.51,133.621,54.266000000000005,30.736 -2020-04-03 18:45:00,117.31,139.316,54.266000000000005,30.736 -2020-04-03 19:00:00,117.9,138.845,54.092,30.736 -2020-04-03 19:15:00,113.83,138.86700000000002,54.092,30.736 -2020-04-03 19:30:00,113.99,138.334,54.092,30.736 -2020-04-03 19:45:00,112.93,137.374,54.092,30.736 -2020-04-03 20:00:00,109.53,132.425,59.038999999999994,30.736 -2020-04-03 20:15:00,98.4,129.518,59.038999999999994,30.736 -2020-04-03 20:30:00,94.66,128.66899999999998,59.038999999999994,30.736 -2020-04-03 20:45:00,99.46,127.654,59.038999999999994,30.736 -2020-04-03 21:00:00,89.12,122.366,53.346000000000004,30.736 -2020-04-03 21:15:00,94.16,122.066,53.346000000000004,30.736 -2020-04-03 21:30:00,91.73,122.272,53.346000000000004,30.736 -2020-04-03 21:45:00,92.13,121.59700000000001,53.346000000000004,30.736 -2020-04-03 22:00:00,84.0,115.95,47.938,30.736 -2020-04-03 22:15:00,85.47,112.79700000000001,47.938,30.736 -2020-04-03 22:30:00,85.97,106.915,47.938,30.736 -2020-04-03 22:45:00,86.43,102.51899999999999,47.938,30.736 -2020-04-03 23:00:00,79.39,94.219,40.266,30.736 -2020-04-03 23:15:00,73.78,91.25299999999999,40.266,30.736 -2020-04-03 23:30:00,75.79,88.464,40.266,30.736 -2020-04-03 23:45:00,76.89,88.825,40.266,30.736 -2020-04-04 00:00:00,74.66,75.469,39.184,30.618000000000002 -2020-04-04 00:15:00,73.9,73.183,39.184,30.618000000000002 -2020-04-04 00:30:00,65.93,71.98100000000001,39.184,30.618000000000002 -2020-04-04 00:45:00,68.89,70.57600000000001,39.184,30.618000000000002 -2020-04-04 01:00:00,71.51,71.94,34.692,30.618000000000002 -2020-04-04 01:15:00,76.86,71.125,34.692,30.618000000000002 -2020-04-04 01:30:00,71.53,69.49,34.692,30.618000000000002 -2020-04-04 01:45:00,68.36,69.517,34.692,30.618000000000002 -2020-04-04 02:00:00,66.58,71.745,32.919000000000004,30.618000000000002 -2020-04-04 02:15:00,62.82,70.472,32.919000000000004,30.618000000000002 -2020-04-04 02:30:00,63.39,72.505,32.919000000000004,30.618000000000002 -2020-04-04 02:45:00,64.96,73.27199999999999,32.919000000000004,30.618000000000002 -2020-04-04 03:00:00,65.71,76.22399999999999,32.024,30.618000000000002 -2020-04-04 03:15:00,63.91,76.88600000000001,32.024,30.618000000000002 -2020-04-04 03:30:00,63.74,75.78699999999999,32.024,30.618000000000002 -2020-04-04 03:45:00,64.35,78.009,32.024,30.618000000000002 -2020-04-04 04:00:00,65.42,87.32600000000001,31.958000000000002,30.618000000000002 -2020-04-04 04:15:00,68.5,97.13600000000001,31.958000000000002,30.618000000000002 -2020-04-04 04:30:00,69.35,95.876,31.958000000000002,30.618000000000002 -2020-04-04 04:45:00,69.44,96.686,31.958000000000002,30.618000000000002 -2020-04-04 05:00:00,72.92,117.115,32.75,30.618000000000002 -2020-04-04 05:15:00,68.32,134.414,32.75,30.618000000000002 -2020-04-04 05:30:00,70.28,126.084,32.75,30.618000000000002 -2020-04-04 05:45:00,69.35,121.125,32.75,30.618000000000002 -2020-04-04 06:00:00,75.32,140.066,34.461999999999996,30.618000000000002 -2020-04-04 06:15:00,76.84,159.474,34.461999999999996,30.618000000000002 -2020-04-04 06:30:00,77.92,152.194,34.461999999999996,30.618000000000002 -2020-04-04 06:45:00,79.19,146.56799999999998,34.461999999999996,30.618000000000002 -2020-04-04 07:00:00,82.21,145.606,37.736,30.618000000000002 -2020-04-04 07:15:00,81.98,146.351,37.736,30.618000000000002 -2020-04-04 07:30:00,81.71,146.433,37.736,30.618000000000002 -2020-04-04 07:45:00,82.74,145.686,37.736,30.618000000000002 -2020-04-04 08:00:00,81.59,147.055,42.34,30.618000000000002 -2020-04-04 08:15:00,81.68,147.328,42.34,30.618000000000002 -2020-04-04 08:30:00,81.19,144.188,42.34,30.618000000000002 -2020-04-04 08:45:00,81.27,142.493,42.34,30.618000000000002 -2020-04-04 09:00:00,78.35,138.297,43.571999999999996,30.618000000000002 -2020-04-04 09:15:00,76.95,138.02700000000002,43.571999999999996,30.618000000000002 -2020-04-04 09:30:00,77.5,139.909,43.571999999999996,30.618000000000002 -2020-04-04 09:45:00,76.01,138.953,43.571999999999996,30.618000000000002 -2020-04-04 10:00:00,74.59,134.138,40.514,30.618000000000002 -2020-04-04 10:15:00,75.0,134.186,40.514,30.618000000000002 -2020-04-04 10:30:00,75.58,132.084,40.514,30.618000000000002 -2020-04-04 10:45:00,74.33,132.252,40.514,30.618000000000002 -2020-04-04 11:00:00,72.45,126.696,36.388000000000005,30.618000000000002 -2020-04-04 11:15:00,71.39,125.946,36.388000000000005,30.618000000000002 -2020-04-04 11:30:00,68.52,127.45,36.388000000000005,30.618000000000002 -2020-04-04 11:45:00,68.28,127.98700000000001,36.388000000000005,30.618000000000002 -2020-04-04 12:00:00,64.47,123.79799999999999,35.217,30.618000000000002 -2020-04-04 12:15:00,63.5,123.37200000000001,35.217,30.618000000000002 -2020-04-04 12:30:00,60.6,123.133,35.217,30.618000000000002 -2020-04-04 12:45:00,61.67,123.70200000000001,35.217,30.618000000000002 -2020-04-04 13:00:00,59.52,124.51700000000001,32.001999999999995,30.618000000000002 -2020-04-04 13:15:00,58.68,122.109,32.001999999999995,30.618000000000002 -2020-04-04 13:30:00,59.1,120.18700000000001,32.001999999999995,30.618000000000002 -2020-04-04 13:45:00,60.24,118.756,32.001999999999995,30.618000000000002 -2020-04-04 14:00:00,58.61,120.09200000000001,31.304000000000002,30.618000000000002 -2020-04-04 14:15:00,58.6,118.131,31.304000000000002,30.618000000000002 -2020-04-04 14:30:00,59.62,117.635,31.304000000000002,30.618000000000002 -2020-04-04 14:45:00,60.05,118.73200000000001,31.304000000000002,30.618000000000002 -2020-04-04 15:00:00,61.39,119.492,34.731,30.618000000000002 -2020-04-04 15:15:00,61.93,118.48299999999999,34.731,30.618000000000002 -2020-04-04 15:30:00,62.76,117.48299999999999,34.731,30.618000000000002 -2020-04-04 15:45:00,65.09,116.90299999999999,34.731,30.618000000000002 -2020-04-04 16:00:00,68.45,117.296,38.769,30.618000000000002 -2020-04-04 16:15:00,69.5,119.079,38.769,30.618000000000002 -2020-04-04 16:30:00,75.03,119.14,38.769,30.618000000000002 -2020-04-04 16:45:00,75.19,117.76299999999999,38.769,30.618000000000002 -2020-04-04 17:00:00,79.59,117.855,44.928000000000004,30.618000000000002 -2020-04-04 17:15:00,80.67,120.13799999999999,44.928000000000004,30.618000000000002 -2020-04-04 17:30:00,82.2,121.93700000000001,44.928000000000004,30.618000000000002 -2020-04-04 17:45:00,83.92,122.765,44.928000000000004,30.618000000000002 -2020-04-04 18:00:00,85.73,126.61399999999999,47.786,30.618000000000002 -2020-04-04 18:15:00,83.59,129.254,47.786,30.618000000000002 -2020-04-04 18:30:00,83.84,129.518,47.786,30.618000000000002 -2020-04-04 18:45:00,85.08,131.211,47.786,30.618000000000002 -2020-04-04 19:00:00,87.47,130.589,47.463,30.618000000000002 -2020-04-04 19:15:00,90.07,129.77700000000002,47.463,30.618000000000002 -2020-04-04 19:30:00,88.24,130.158,47.463,30.618000000000002 -2020-04-04 19:45:00,84.51,130.01,47.463,30.618000000000002 -2020-04-04 20:00:00,81.76,126.954,43.735,30.618000000000002 -2020-04-04 20:15:00,80.12,125.14200000000001,43.735,30.618000000000002 -2020-04-04 20:30:00,76.99,123.64399999999999,43.735,30.618000000000002 -2020-04-04 20:45:00,76.56,123.34,43.735,30.618000000000002 -2020-04-04 21:00:00,70.25,118.79799999999999,40.346,30.618000000000002 -2020-04-04 21:15:00,69.31,118.615,40.346,30.618000000000002 -2020-04-04 21:30:00,66.75,119.72200000000001,40.346,30.618000000000002 -2020-04-04 21:45:00,66.4,118.525,40.346,30.618000000000002 -2020-04-04 22:00:00,62.9,113.759,39.323,30.618000000000002 -2020-04-04 22:15:00,62.01,112.402,39.323,30.618000000000002 -2020-04-04 22:30:00,59.88,110.391,39.323,30.618000000000002 -2020-04-04 22:45:00,58.88,107.417,39.323,30.618000000000002 -2020-04-04 23:00:00,54.7,100.368,33.716,30.618000000000002 -2020-04-04 23:15:00,54.75,96.571,33.716,30.618000000000002 -2020-04-04 23:30:00,52.99,93.90100000000001,33.716,30.618000000000002 -2020-04-04 23:45:00,53.7,92.859,33.716,30.618000000000002 -2020-04-05 00:00:00,49.93,76.092,28.703000000000003,30.618000000000002 -2020-04-05 00:15:00,50.91,72.97800000000001,28.703000000000003,30.618000000000002 -2020-04-05 00:30:00,49.61,71.447,28.703000000000003,30.618000000000002 -2020-04-05 00:45:00,49.78,70.42,28.703000000000003,30.618000000000002 -2020-04-05 01:00:00,48.79,71.824,26.171,30.618000000000002 -2020-04-05 01:15:00,49.86,71.562,26.171,30.618000000000002 -2020-04-05 01:30:00,49.35,70.15,26.171,30.618000000000002 -2020-04-05 01:45:00,49.74,69.775,26.171,30.618000000000002 -2020-04-05 02:00:00,49.25,71.568,25.326999999999998,30.618000000000002 -2020-04-05 02:15:00,49.88,70.153,25.326999999999998,30.618000000000002 -2020-04-05 02:30:00,49.37,72.839,25.326999999999998,30.618000000000002 -2020-04-05 02:45:00,49.41,73.73100000000001,25.326999999999998,30.618000000000002 -2020-04-05 03:00:00,48.8,77.26,24.311999999999998,30.618000000000002 -2020-04-05 03:15:00,49.81,77.726,24.311999999999998,30.618000000000002 -2020-04-05 03:30:00,50.35,77.057,24.311999999999998,30.618000000000002 -2020-04-05 03:45:00,51.13,78.79899999999999,24.311999999999998,30.618000000000002 -2020-04-05 04:00:00,51.43,87.915,25.33,30.618000000000002 -2020-04-05 04:15:00,52.55,96.831,25.33,30.618000000000002 -2020-04-05 04:30:00,54.44,96.38600000000001,25.33,30.618000000000002 -2020-04-05 04:45:00,58.04,97.081,25.33,30.618000000000002 -2020-04-05 05:00:00,57.28,115.42299999999999,25.309,30.618000000000002 -2020-04-05 05:15:00,58.24,130.764,25.309,30.618000000000002 -2020-04-05 05:30:00,55.96,122.105,25.309,30.618000000000002 -2020-04-05 05:45:00,57.4,117.171,25.309,30.618000000000002 -2020-04-05 06:00:00,58.75,134.681,25.945999999999998,30.618000000000002 -2020-04-05 06:15:00,58.9,153.49,25.945999999999998,30.618000000000002 -2020-04-05 06:30:00,59.93,145.111,25.945999999999998,30.618000000000002 -2020-04-05 06:45:00,63.35,138.262,25.945999999999998,30.618000000000002 -2020-04-05 07:00:00,64.84,138.942,27.87,30.618000000000002 -2020-04-05 07:15:00,67.39,138.22799999999998,27.87,30.618000000000002 -2020-04-05 07:30:00,67.1,138.191,27.87,30.618000000000002 -2020-04-05 07:45:00,64.74,136.928,27.87,30.618000000000002 -2020-04-05 08:00:00,65.25,139.78799999999998,32.114000000000004,30.618000000000002 -2020-04-05 08:15:00,65.1,140.642,32.114000000000004,30.618000000000002 -2020-04-05 08:30:00,64.21,139.002,32.114000000000004,30.618000000000002 -2020-04-05 08:45:00,63.33,138.611,32.114000000000004,30.618000000000002 -2020-04-05 09:00:00,64.31,134.07,34.222,30.618000000000002 -2020-04-05 09:15:00,61.83,133.924,34.222,30.618000000000002 -2020-04-05 09:30:00,60.69,135.941,34.222,30.618000000000002 -2020-04-05 09:45:00,60.76,135.444,34.222,30.618000000000002 -2020-04-05 10:00:00,61.17,132.583,34.544000000000004,30.618000000000002 -2020-04-05 10:15:00,63.73,133.114,34.544000000000004,30.618000000000002 -2020-04-05 10:30:00,64.51,131.56,34.544000000000004,30.618000000000002 -2020-04-05 10:45:00,63.78,130.931,34.544000000000004,30.618000000000002 -2020-04-05 11:00:00,60.97,125.81200000000001,36.368,30.618000000000002 -2020-04-05 11:15:00,58.9,124.97,36.368,30.618000000000002 -2020-04-05 11:30:00,56.67,126.111,36.368,30.618000000000002 -2020-04-05 11:45:00,56.1,127.214,36.368,30.618000000000002 -2020-04-05 12:00:00,52.5,123.1,32.433,30.618000000000002 -2020-04-05 12:15:00,54.28,123.76299999999999,32.433,30.618000000000002 -2020-04-05 12:30:00,51.11,122.53399999999999,32.433,30.618000000000002 -2020-04-05 12:45:00,51.46,122.119,32.433,30.618000000000002 -2020-04-05 13:00:00,50.91,122.304,28.971999999999998,30.618000000000002 -2020-04-05 13:15:00,50.33,121.807,28.971999999999998,30.618000000000002 -2020-04-05 13:30:00,49.91,119.228,28.971999999999998,30.618000000000002 -2020-04-05 13:45:00,50.1,117.82600000000001,28.971999999999998,30.618000000000002 -2020-04-05 14:00:00,50.18,119.947,25.531999999999996,30.618000000000002 -2020-04-05 14:15:00,50.22,119.027,25.531999999999996,30.618000000000002 -2020-04-05 14:30:00,50.84,118.82700000000001,25.531999999999996,30.618000000000002 -2020-04-05 14:45:00,51.63,119.15,25.531999999999996,30.618000000000002 -2020-04-05 15:00:00,52.57,118.89200000000001,25.766,30.618000000000002 -2020-04-05 15:15:00,53.17,118.04299999999999,25.766,30.618000000000002 -2020-04-05 15:30:00,54.25,117.337,25.766,30.618000000000002 -2020-04-05 15:45:00,57.67,117.369,25.766,30.618000000000002 -2020-04-05 16:00:00,62.85,118.23899999999999,29.232,30.618000000000002 -2020-04-05 16:15:00,63.15,119.47,29.232,30.618000000000002 -2020-04-05 16:30:00,67.45,120.189,29.232,30.618000000000002 -2020-04-05 16:45:00,71.68,118.87299999999999,29.232,30.618000000000002 -2020-04-05 17:00:00,75.8,119.089,37.431,30.618000000000002 -2020-04-05 17:15:00,78.13,121.87700000000001,37.431,30.618000000000002 -2020-04-05 17:30:00,80.23,124.274,37.431,30.618000000000002 -2020-04-05 17:45:00,80.84,126.838,37.431,30.618000000000002 -2020-04-05 18:00:00,83.42,130.58700000000002,41.251999999999995,30.618000000000002 -2020-04-05 18:15:00,82.93,133.947,41.251999999999995,30.618000000000002 -2020-04-05 18:30:00,85.4,132.678,41.251999999999995,30.618000000000002 -2020-04-05 18:45:00,86.36,135.68,41.251999999999995,30.618000000000002 -2020-04-05 19:00:00,89.34,135.89700000000002,41.784,30.618000000000002 -2020-04-05 19:15:00,96.35,134.91899999999998,41.784,30.618000000000002 -2020-04-05 19:30:00,97.94,135.082,41.784,30.618000000000002 -2020-04-05 19:45:00,90.74,135.688,41.784,30.618000000000002 -2020-04-05 20:00:00,83.74,132.64,40.804,30.618000000000002 -2020-04-05 20:15:00,84.54,131.41299999999998,40.804,30.618000000000002 -2020-04-05 20:30:00,88.61,131.183,40.804,30.618000000000002 -2020-04-05 20:45:00,93.47,129.24200000000002,40.804,30.618000000000002 -2020-04-05 21:00:00,90.23,122.90100000000001,38.379,30.618000000000002 -2020-04-05 21:15:00,85.48,122.161,38.379,30.618000000000002 -2020-04-05 21:30:00,81.64,123.109,38.379,30.618000000000002 -2020-04-05 21:45:00,78.03,122.22,38.379,30.618000000000002 -2020-04-05 22:00:00,72.89,117.758,37.87,30.618000000000002 -2020-04-05 22:15:00,76.43,115.053,37.87,30.618000000000002 -2020-04-05 22:30:00,78.18,110.678,37.87,30.618000000000002 -2020-04-05 22:45:00,78.53,106.478,37.87,30.618000000000002 -2020-04-05 23:00:00,72.6,97.42299999999999,33.332,30.618000000000002 -2020-04-05 23:15:00,69.86,95.53299999999999,33.332,30.618000000000002 -2020-04-05 23:30:00,67.11,93.111,33.332,30.618000000000002 -2020-04-05 23:45:00,71.83,92.75,33.332,30.618000000000002 -2020-04-06 00:00:00,72.06,79.122,34.698,30.736 -2020-04-06 00:15:00,73.34,78.301,34.698,30.736 -2020-04-06 00:30:00,69.38,76.625,34.698,30.736 -2020-04-06 00:45:00,66.41,75.048,34.698,30.736 -2020-04-06 01:00:00,65.32,76.639,32.889,30.736 -2020-04-06 01:15:00,71.76,76.038,32.889,30.736 -2020-04-06 01:30:00,72.41,74.84100000000001,32.889,30.736 -2020-04-06 01:45:00,73.18,74.486,32.889,30.736 -2020-04-06 02:00:00,68.6,76.492,32.06,30.736 -2020-04-06 02:15:00,70.89,75.381,32.06,30.736 -2020-04-06 02:30:00,74.64,78.384,32.06,30.736 -2020-04-06 02:45:00,75.36,78.82,32.06,30.736 -2020-04-06 03:00:00,73.31,83.4,30.515,30.736 -2020-04-06 03:15:00,75.92,85.24799999999999,30.515,30.736 -2020-04-06 03:30:00,80.31,84.79899999999999,30.515,30.736 -2020-04-06 03:45:00,82.56,85.961,30.515,30.736 -2020-04-06 04:00:00,85.18,99.426,31.436,30.736 -2020-04-06 04:15:00,84.27,112.485,31.436,30.736 -2020-04-06 04:30:00,87.01,113.088,31.436,30.736 -2020-04-06 04:45:00,88.33,114.081,31.436,30.736 -2020-04-06 05:00:00,97.35,145.80200000000002,38.997,30.736 -2020-04-06 05:15:00,102.88,179.06,38.997,30.736 -2020-04-06 05:30:00,104.6,169.676,38.997,30.736 -2020-04-06 05:45:00,103.3,159.631,38.997,30.736 -2020-04-06 06:00:00,111.48,160.849,54.97,30.736 -2020-04-06 06:15:00,112.43,165.453,54.97,30.736 -2020-04-06 06:30:00,112.7,164.183,54.97,30.736 -2020-04-06 06:45:00,114.94,165.671,54.97,30.736 -2020-04-06 07:00:00,116.47,168.513,66.032,30.736 -2020-04-06 07:15:00,114.52,169.805,66.032,30.736 -2020-04-06 07:30:00,112.82,168.767,66.032,30.736 -2020-04-06 07:45:00,111.27,166.037,66.032,30.736 -2020-04-06 08:00:00,109.22,165.03599999999997,59.941,30.736 -2020-04-06 08:15:00,108.67,163.886,59.941,30.736 -2020-04-06 08:30:00,107.94,159.04,59.941,30.736 -2020-04-06 08:45:00,106.68,156.61,59.941,30.736 -2020-04-06 09:00:00,105.31,151.07299999999998,54.016000000000005,30.736 -2020-04-06 09:15:00,105.6,147.696,54.016000000000005,30.736 -2020-04-06 09:30:00,104.71,148.596,54.016000000000005,30.736 -2020-04-06 09:45:00,103.31,147.168,54.016000000000005,30.736 -2020-04-06 10:00:00,101.9,144.064,50.63,30.736 -2020-04-06 10:15:00,104.54,144.34799999999998,50.63,30.736 -2020-04-06 10:30:00,103.43,141.99200000000002,50.63,30.736 -2020-04-06 10:45:00,105.54,141.142,50.63,30.736 -2020-04-06 11:00:00,100.25,134.44,49.951,30.736 -2020-04-06 11:15:00,103.21,135.025,49.951,30.736 -2020-04-06 11:30:00,98.48,137.47,49.951,30.736 -2020-04-06 11:45:00,100.55,138.54,49.951,30.736 -2020-04-06 12:00:00,103.01,135.093,46.913000000000004,30.736 -2020-04-06 12:15:00,108.32,135.816,46.913000000000004,30.736 -2020-04-06 12:30:00,107.08,134.238,46.913000000000004,30.736 -2020-04-06 12:45:00,101.4,134.923,46.913000000000004,30.736 -2020-04-06 13:00:00,102.39,136.09,47.093999999999994,30.736 -2020-04-06 13:15:00,101.73,134.179,47.093999999999994,30.736 -2020-04-06 13:30:00,102.31,131.29,47.093999999999994,30.736 -2020-04-06 13:45:00,109.82,130.314,47.093999999999994,30.736 -2020-04-06 14:00:00,111.7,131.673,46.678000000000004,30.736 -2020-04-06 14:15:00,107.6,130.526,46.678000000000004,30.736 -2020-04-06 14:30:00,101.94,129.817,46.678000000000004,30.736 -2020-04-06 14:45:00,103.94,131.03799999999998,46.678000000000004,30.736 -2020-04-06 15:00:00,103.09,131.95600000000002,47.715,30.736 -2020-04-06 15:15:00,104.75,129.77100000000002,47.715,30.736 -2020-04-06 15:30:00,107.02,128.752,47.715,30.736 -2020-04-06 15:45:00,106.7,128.225,47.715,30.736 -2020-04-06 16:00:00,111.87,129.474,49.81100000000001,30.736 -2020-04-06 16:15:00,109.46,130.173,49.81100000000001,30.736 -2020-04-06 16:30:00,112.43,129.903,49.81100000000001,30.736 -2020-04-06 16:45:00,110.12,127.697,49.81100000000001,30.736 -2020-04-06 17:00:00,116.7,127.12899999999999,55.591,30.736 -2020-04-06 17:15:00,115.27,129.43200000000002,55.591,30.736 -2020-04-06 17:30:00,116.49,131.267,55.591,30.736 -2020-04-06 17:45:00,114.97,132.599,55.591,30.736 -2020-04-06 18:00:00,118.43,136.04,56.523,30.736 -2020-04-06 18:15:00,116.2,137.036,56.523,30.736 -2020-04-06 18:30:00,115.3,135.815,56.523,30.736 -2020-04-06 18:45:00,112.64,140.894,56.523,30.736 -2020-04-06 19:00:00,111.96,139.827,56.044,30.736 -2020-04-06 19:15:00,117.29,138.756,56.044,30.736 -2020-04-06 19:30:00,115.88,139.08,56.044,30.736 -2020-04-06 19:45:00,110.57,138.85299999999998,56.044,30.736 -2020-04-06 20:00:00,102.39,133.55,61.715,30.736 -2020-04-06 20:15:00,99.43,131.42600000000002,61.715,30.736 -2020-04-06 20:30:00,100.45,130.275,61.715,30.736 -2020-04-06 20:45:00,98.33,129.54,61.715,30.736 -2020-04-06 21:00:00,101.37,123.23200000000001,56.24,30.736 -2020-04-06 21:15:00,100.59,121.96799999999999,56.24,30.736 -2020-04-06 21:30:00,94.39,122.585,56.24,30.736 -2020-04-06 21:45:00,88.76,121.28200000000001,56.24,30.736 -2020-04-06 22:00:00,84.27,113.863,50.437,30.736 -2020-04-06 22:15:00,87.71,111.35700000000001,50.437,30.736 -2020-04-06 22:30:00,87.15,98.445,50.437,30.736 -2020-04-06 22:45:00,85.4,91.066,50.437,30.736 -2020-04-06 23:00:00,73.0,82.488,42.756,30.736 -2020-04-06 23:15:00,73.24,81.514,42.756,30.736 -2020-04-06 23:30:00,69.53,80.881,42.756,30.736 -2020-04-06 23:45:00,72.17,81.986,42.756,30.736 -2020-04-07 00:00:00,69.6,77.01899999999999,39.857,30.736 -2020-04-07 00:15:00,70.65,77.579,39.857,30.736 -2020-04-07 00:30:00,69.86,75.704,39.857,30.736 -2020-04-07 00:45:00,70.53,73.96600000000001,39.857,30.736 -2020-04-07 01:00:00,69.2,75.119,37.233000000000004,30.736 -2020-04-07 01:15:00,73.23,74.282,37.233000000000004,30.736 -2020-04-07 01:30:00,72.34,73.097,37.233000000000004,30.736 -2020-04-07 01:45:00,73.13,72.648,37.233000000000004,30.736 -2020-04-07 02:00:00,72.15,74.37,35.856,30.736 -2020-04-07 02:15:00,72.53,73.82600000000001,35.856,30.736 -2020-04-07 02:30:00,68.0,76.265,35.856,30.736 -2020-04-07 02:45:00,74.06,76.898,35.856,30.736 -2020-04-07 03:00:00,72.61,80.45100000000001,34.766999999999996,30.736 -2020-04-07 03:15:00,72.94,82.287,34.766999999999996,30.736 -2020-04-07 03:30:00,74.44,82.10799999999999,34.766999999999996,30.736 -2020-04-07 03:45:00,76.22,82.777,34.766999999999996,30.736 -2020-04-07 04:00:00,80.49,95.38600000000001,35.468,30.736 -2020-04-07 04:15:00,82.48,108.21,35.468,30.736 -2020-04-07 04:30:00,85.73,108.561,35.468,30.736 -2020-04-07 04:45:00,90.58,110.554,35.468,30.736 -2020-04-07 05:00:00,100.18,146.112,40.399,30.736 -2020-04-07 05:15:00,102.56,179.535,40.399,30.736 -2020-04-07 05:30:00,104.29,169.34400000000002,40.399,30.736 -2020-04-07 05:45:00,106.96,158.921,40.399,30.736 -2020-04-07 06:00:00,110.4,160.033,54.105,30.736 -2020-04-07 06:15:00,110.63,165.732,54.105,30.736 -2020-04-07 06:30:00,112.93,163.855,54.105,30.736 -2020-04-07 06:45:00,116.12,164.59900000000002,54.105,30.736 -2020-04-07 07:00:00,116.23,167.41099999999997,63.083,30.736 -2020-04-07 07:15:00,115.06,168.44,63.083,30.736 -2020-04-07 07:30:00,115.2,167.024,63.083,30.736 -2020-04-07 07:45:00,113.5,163.887,63.083,30.736 -2020-04-07 08:00:00,110.51,162.91,57.254,30.736 -2020-04-07 08:15:00,109.08,160.877,57.254,30.736 -2020-04-07 08:30:00,109.23,155.965,57.254,30.736 -2020-04-07 08:45:00,109.56,152.909,57.254,30.736 -2020-04-07 09:00:00,107.69,146.993,51.395,30.736 -2020-04-07 09:15:00,108.09,144.628,51.395,30.736 -2020-04-07 09:30:00,104.87,146.349,51.395,30.736 -2020-04-07 09:45:00,106.35,145.477,51.395,30.736 -2020-04-07 10:00:00,103.01,141.299,48.201,30.736 -2020-04-07 10:15:00,102.97,140.826,48.201,30.736 -2020-04-07 10:30:00,100.59,138.631,48.201,30.736 -2020-04-07 10:45:00,102.15,138.48,48.201,30.736 -2020-04-07 11:00:00,99.8,132.81,46.133,30.736 -2020-04-07 11:15:00,99.29,133.372,46.133,30.736 -2020-04-07 11:30:00,97.42,134.46,46.133,30.736 -2020-04-07 11:45:00,99.27,135.839,46.133,30.736 -2020-04-07 12:00:00,102.69,131.346,44.243,30.736 -2020-04-07 12:15:00,103.58,131.928,44.243,30.736 -2020-04-07 12:30:00,101.04,131.215,44.243,30.736 -2020-04-07 12:45:00,96.93,131.998,44.243,30.736 -2020-04-07 13:00:00,95.94,132.735,45.042,30.736 -2020-04-07 13:15:00,97.03,131.35399999999998,45.042,30.736 -2020-04-07 13:30:00,100.96,129.305,45.042,30.736 -2020-04-07 13:45:00,103.24,128.042,45.042,30.736 -2020-04-07 14:00:00,101.28,129.875,44.062,30.736 -2020-04-07 14:15:00,102.93,128.732,44.062,30.736 -2020-04-07 14:30:00,106.26,128.583,44.062,30.736 -2020-04-07 14:45:00,104.54,129.403,44.062,30.736 -2020-04-07 15:00:00,100.32,129.96200000000002,46.461999999999996,30.736 -2020-04-07 15:15:00,100.71,128.40200000000002,46.461999999999996,30.736 -2020-04-07 15:30:00,104.76,127.404,46.461999999999996,30.736 -2020-04-07 15:45:00,106.51,126.71600000000001,46.461999999999996,30.736 -2020-04-07 16:00:00,105.14,127.979,48.802,30.736 -2020-04-07 16:15:00,108.47,129.028,48.802,30.736 -2020-04-07 16:30:00,110.54,129.042,48.802,30.736 -2020-04-07 16:45:00,111.8,127.31,48.802,30.736 -2020-04-07 17:00:00,111.67,127.27799999999999,55.672,30.736 -2020-04-07 17:15:00,118.31,129.785,55.672,30.736 -2020-04-07 17:30:00,117.23,131.864,55.672,30.736 -2020-04-07 17:45:00,116.51,132.929,55.672,30.736 -2020-04-07 18:00:00,113.28,135.825,57.006,30.736 -2020-04-07 18:15:00,116.51,137.267,57.006,30.736 -2020-04-07 18:30:00,115.8,135.695,57.006,30.736 -2020-04-07 18:45:00,116.19,141.224,57.006,30.736 -2020-04-07 19:00:00,111.29,139.591,57.148,30.736 -2020-04-07 19:15:00,116.99,138.437,57.148,30.736 -2020-04-07 19:30:00,116.1,138.225,57.148,30.736 -2020-04-07 19:45:00,113.98,138.225,57.148,30.736 -2020-04-07 20:00:00,104.78,133.197,61.895,30.736 -2020-04-07 20:15:00,109.17,129.917,61.895,30.736 -2020-04-07 20:30:00,105.18,129.49200000000002,61.895,30.736 -2020-04-07 20:45:00,104.44,128.619,61.895,30.736 -2020-04-07 21:00:00,94.22,122.29899999999999,54.78,30.736 -2020-04-07 21:15:00,98.11,120.87200000000001,54.78,30.736 -2020-04-07 21:30:00,95.36,121.095,54.78,30.736 -2020-04-07 21:45:00,95.09,120.073,54.78,30.736 -2020-04-07 22:00:00,82.41,113.87100000000001,50.76,30.736 -2020-04-07 22:15:00,81.69,111.046,50.76,30.736 -2020-04-07 22:30:00,86.54,98.31200000000001,50.76,30.736 -2020-04-07 22:45:00,86.26,91.10600000000001,50.76,30.736 -2020-04-07 23:00:00,79.29,82.12700000000001,44.162,30.736 -2020-04-07 23:15:00,77.16,81.404,44.162,30.736 -2020-04-07 23:30:00,74.84,80.531,44.162,30.736 -2020-04-07 23:45:00,80.07,81.457,44.162,30.736 -2020-04-08 00:00:00,77.66,76.607,39.061,30.736 -2020-04-08 00:15:00,75.81,77.182,39.061,30.736 -2020-04-08 00:30:00,72.88,75.296,39.061,30.736 -2020-04-08 00:45:00,69.77,73.563,39.061,30.736 -2020-04-08 01:00:00,73.18,74.697,35.795,30.736 -2020-04-08 01:15:00,76.79,73.837,35.795,30.736 -2020-04-08 01:30:00,75.5,72.631,35.795,30.736 -2020-04-08 01:45:00,70.46,72.187,35.795,30.736 -2020-04-08 02:00:00,71.43,73.89699999999999,33.316,30.736 -2020-04-08 02:15:00,70.31,73.337,33.316,30.736 -2020-04-08 02:30:00,70.6,75.797,33.316,30.736 -2020-04-08 02:45:00,78.12,76.435,33.316,30.736 -2020-04-08 03:00:00,79.43,80.005,32.803000000000004,30.736 -2020-04-08 03:15:00,79.12,81.814,32.803000000000004,30.736 -2020-04-08 03:30:00,75.54,81.631,32.803000000000004,30.736 -2020-04-08 03:45:00,77.28,82.321,32.803000000000004,30.736 -2020-04-08 04:00:00,80.55,94.90899999999999,34.235,30.736 -2020-04-08 04:15:00,81.61,107.698,34.235,30.736 -2020-04-08 04:30:00,85.38,108.055,34.235,30.736 -2020-04-08 04:45:00,90.05,110.037,34.235,30.736 -2020-04-08 05:00:00,97.97,145.516,38.65,30.736 -2020-04-08 05:15:00,99.52,178.87,38.65,30.736 -2020-04-08 05:30:00,102.97,168.683,38.65,30.736 -2020-04-08 05:45:00,107.04,158.297,38.65,30.736 -2020-04-08 06:00:00,111.56,159.431,54.951,30.736 -2020-04-08 06:15:00,113.89,165.113,54.951,30.736 -2020-04-08 06:30:00,116.9,163.208,54.951,30.736 -2020-04-08 06:45:00,118.83,163.938,54.951,30.736 -2020-04-08 07:00:00,121.7,166.757,67.328,30.736 -2020-04-08 07:15:00,121.52,167.764,67.328,30.736 -2020-04-08 07:30:00,120.53,166.30700000000002,67.328,30.736 -2020-04-08 07:45:00,119.16,163.157,67.328,30.736 -2020-04-08 08:00:00,115.39,162.161,60.23,30.736 -2020-04-08 08:15:00,117.51,160.15,60.23,30.736 -2020-04-08 08:30:00,118.44,155.19899999999998,60.23,30.736 -2020-04-08 08:45:00,119.61,152.173,60.23,30.736 -2020-04-08 09:00:00,120.78,146.264,56.845,30.736 -2020-04-08 09:15:00,122.55,143.903,56.845,30.736 -2020-04-08 09:30:00,122.95,145.643,56.845,30.736 -2020-04-08 09:45:00,122.4,144.80100000000002,56.845,30.736 -2020-04-08 10:00:00,122.17,140.63,53.832,30.736 -2020-04-08 10:15:00,121.08,140.207,53.832,30.736 -2020-04-08 10:30:00,124.05,138.03799999999998,53.832,30.736 -2020-04-08 10:45:00,121.53,137.908,53.832,30.736 -2020-04-08 11:00:00,113.64,132.23,53.225,30.736 -2020-04-08 11:15:00,107.84,132.815,53.225,30.736 -2020-04-08 11:30:00,106.89,133.906,53.225,30.736 -2020-04-08 11:45:00,109.26,135.306,53.225,30.736 -2020-04-08 12:00:00,115.23,130.839,50.676,30.736 -2020-04-08 12:15:00,114.32,131.429,50.676,30.736 -2020-04-08 12:30:00,105.49,130.672,50.676,30.736 -2020-04-08 12:45:00,103.19,131.458,50.676,30.736 -2020-04-08 13:00:00,101.47,132.237,50.646,30.736 -2020-04-08 13:15:00,107.86,130.846,50.646,30.736 -2020-04-08 13:30:00,106.14,128.796,50.646,30.736 -2020-04-08 13:45:00,114.59,127.53399999999999,50.646,30.736 -2020-04-08 14:00:00,122.83,129.437,50.786,30.736 -2020-04-08 14:15:00,123.75,128.27200000000002,50.786,30.736 -2020-04-08 14:30:00,119.06,128.078,50.786,30.736 -2020-04-08 14:45:00,114.36,128.901,50.786,30.736 -2020-04-08 15:00:00,108.95,129.488,51.535,30.736 -2020-04-08 15:15:00,110.42,127.902,51.535,30.736 -2020-04-08 15:30:00,107.51,126.854,51.535,30.736 -2020-04-08 15:45:00,110.73,126.148,51.535,30.736 -2020-04-08 16:00:00,116.16,127.445,53.157,30.736 -2020-04-08 16:15:00,113.87,128.469,53.157,30.736 -2020-04-08 16:30:00,113.4,128.485,53.157,30.736 -2020-04-08 16:45:00,118.97,126.69,53.157,30.736 -2020-04-08 17:00:00,120.55,126.706,57.793,30.736 -2020-04-08 17:15:00,115.72,129.194,57.793,30.736 -2020-04-08 17:30:00,117.9,131.276,57.793,30.736 -2020-04-08 17:45:00,119.34,132.32399999999998,57.793,30.736 -2020-04-08 18:00:00,118.83,135.232,59.872,30.736 -2020-04-08 18:15:00,114.99,136.711,59.872,30.736 -2020-04-08 18:30:00,117.03,135.128,59.872,30.736 -2020-04-08 18:45:00,117.74,140.667,59.872,30.736 -2020-04-08 19:00:00,117.3,139.016,60.17100000000001,30.736 -2020-04-08 19:15:00,117.96,137.872,60.17100000000001,30.736 -2020-04-08 19:30:00,117.33,137.67700000000002,60.17100000000001,30.736 -2020-04-08 19:45:00,114.3,137.71,60.17100000000001,30.736 -2020-04-08 20:00:00,102.99,132.656,65.015,30.736 -2020-04-08 20:15:00,103.02,129.386,65.015,30.736 -2020-04-08 20:30:00,107.09,128.996,65.015,30.736 -2020-04-08 20:45:00,106.0,128.14600000000002,65.015,30.736 -2020-04-08 21:00:00,97.85,121.82600000000001,57.805,30.736 -2020-04-08 21:15:00,90.97,120.40899999999999,57.805,30.736 -2020-04-08 21:30:00,89.79,120.62299999999999,57.805,30.736 -2020-04-08 21:45:00,86.79,119.63,57.805,30.736 -2020-04-08 22:00:00,81.91,113.434,52.115,30.736 -2020-04-08 22:15:00,83.05,110.63600000000001,52.115,30.736 -2020-04-08 22:30:00,86.93,97.867,52.115,30.736 -2020-04-08 22:45:00,87.46,90.656,52.115,30.736 -2020-04-08 23:00:00,83.24,81.655,42.871,30.736 -2020-04-08 23:15:00,77.77,80.96300000000001,42.871,30.736 -2020-04-08 23:30:00,78.21,80.09,42.871,30.736 -2020-04-08 23:45:00,81.71,81.031,42.871,30.736 -2020-04-09 00:00:00,75.02,76.195,39.203,30.736 -2020-04-09 00:15:00,76.58,76.783,39.203,30.736 -2020-04-09 00:30:00,70.26,74.887,39.203,30.736 -2020-04-09 00:45:00,71.93,73.15899999999999,39.203,30.736 -2020-04-09 01:00:00,73.86,74.275,37.118,30.736 -2020-04-09 01:15:00,78.67,73.393,37.118,30.736 -2020-04-09 01:30:00,78.31,72.165,37.118,30.736 -2020-04-09 01:45:00,73.67,71.726,37.118,30.736 -2020-04-09 02:00:00,71.77,73.42399999999999,35.647,30.736 -2020-04-09 02:15:00,74.57,72.848,35.647,30.736 -2020-04-09 02:30:00,78.65,75.328,35.647,30.736 -2020-04-09 02:45:00,79.41,75.971,35.647,30.736 -2020-04-09 03:00:00,73.94,79.559,34.585,30.736 -2020-04-09 03:15:00,75.69,81.342,34.585,30.736 -2020-04-09 03:30:00,76.28,81.153,34.585,30.736 -2020-04-09 03:45:00,77.96,81.862,34.585,30.736 -2020-04-09 04:00:00,84.48,94.429,36.184,30.736 -2020-04-09 04:15:00,90.28,107.18700000000001,36.184,30.736 -2020-04-09 04:30:00,90.56,107.54799999999999,36.184,30.736 -2020-04-09 04:45:00,91.01,109.51899999999999,36.184,30.736 -2020-04-09 05:00:00,97.64,144.918,41.019,30.736 -2020-04-09 05:15:00,101.38,178.203,41.019,30.736 -2020-04-09 05:30:00,106.13,168.021,41.019,30.736 -2020-04-09 05:45:00,108.39,157.672,41.019,30.736 -2020-04-09 06:00:00,111.79,158.826,53.963,30.736 -2020-04-09 06:15:00,114.39,164.495,53.963,30.736 -2020-04-09 06:30:00,116.98,162.559,53.963,30.736 -2020-04-09 06:45:00,121.2,163.276,53.963,30.736 -2020-04-09 07:00:00,121.1,166.09900000000002,66.512,30.736 -2020-04-09 07:15:00,120.6,167.085,66.512,30.736 -2020-04-09 07:30:00,119.91,165.58700000000002,66.512,30.736 -2020-04-09 07:45:00,118.39,162.42600000000002,66.512,30.736 -2020-04-09 08:00:00,117.51,161.411,58.86,30.736 -2020-04-09 08:15:00,117.76,159.423,58.86,30.736 -2020-04-09 08:30:00,121.48,154.435,58.86,30.736 -2020-04-09 08:45:00,121.83,151.436,58.86,30.736 -2020-04-09 09:00:00,120.69,145.533,52.156000000000006,30.736 -2020-04-09 09:15:00,115.59,143.17700000000002,52.156000000000006,30.736 -2020-04-09 09:30:00,110.08,144.937,52.156000000000006,30.736 -2020-04-09 09:45:00,113.84,144.123,52.156000000000006,30.736 -2020-04-09 10:00:00,105.34,139.96200000000002,49.034,30.736 -2020-04-09 10:15:00,105.65,139.588,49.034,30.736 -2020-04-09 10:30:00,104.77,137.445,49.034,30.736 -2020-04-09 10:45:00,105.43,137.336,49.034,30.736 -2020-04-09 11:00:00,100.95,131.65,46.53,30.736 -2020-04-09 11:15:00,102.14,132.259,46.53,30.736 -2020-04-09 11:30:00,101.09,133.35299999999998,46.53,30.736 -2020-04-09 11:45:00,101.76,134.774,46.53,30.736 -2020-04-09 12:00:00,100.18,130.33100000000002,43.318000000000005,30.736 -2020-04-09 12:15:00,105.05,130.931,43.318000000000005,30.736 -2020-04-09 12:30:00,101.1,130.13,43.318000000000005,30.736 -2020-04-09 12:45:00,98.59,130.916,43.318000000000005,30.736 -2020-04-09 13:00:00,98.99,131.74,41.608000000000004,30.736 -2020-04-09 13:15:00,100.83,130.338,41.608000000000004,30.736 -2020-04-09 13:30:00,100.23,128.286,41.608000000000004,30.736 -2020-04-09 13:45:00,97.6,127.027,41.608000000000004,30.736 -2020-04-09 14:00:00,107.53,128.997,41.786,30.736 -2020-04-09 14:15:00,114.19,127.811,41.786,30.736 -2020-04-09 14:30:00,114.7,127.574,41.786,30.736 -2020-04-09 14:45:00,112.0,128.401,41.786,30.736 -2020-04-09 15:00:00,111.51,129.015,44.181999999999995,30.736 -2020-04-09 15:15:00,112.57,127.40299999999999,44.181999999999995,30.736 -2020-04-09 15:30:00,107.02,126.306,44.181999999999995,30.736 -2020-04-09 15:45:00,110.02,125.58,44.181999999999995,30.736 -2020-04-09 16:00:00,117.62,126.913,45.956,30.736 -2020-04-09 16:15:00,115.32,127.911,45.956,30.736 -2020-04-09 16:30:00,113.91,127.928,45.956,30.736 -2020-04-09 16:45:00,115.9,126.07,45.956,30.736 -2020-04-09 17:00:00,120.99,126.135,50.702,30.736 -2020-04-09 17:15:00,120.94,128.60299999999998,50.702,30.736 -2020-04-09 17:30:00,122.61,130.686,50.702,30.736 -2020-04-09 17:45:00,117.98,131.719,50.702,30.736 -2020-04-09 18:00:00,116.45,134.638,53.595,30.736 -2020-04-09 18:15:00,119.67,136.156,53.595,30.736 -2020-04-09 18:30:00,119.28,134.56,53.595,30.736 -2020-04-09 18:45:00,118.54,140.11,53.595,30.736 -2020-04-09 19:00:00,113.55,138.439,54.207,30.736 -2020-04-09 19:15:00,111.16,137.30700000000002,54.207,30.736 -2020-04-09 19:30:00,116.65,137.13,54.207,30.736 -2020-04-09 19:45:00,115.97,137.195,54.207,30.736 -2020-04-09 20:00:00,108.98,132.112,56.948,30.736 -2020-04-09 20:15:00,107.57,128.85299999999998,56.948,30.736 -2020-04-09 20:30:00,101.4,128.499,56.948,30.736 -2020-04-09 20:45:00,106.29,127.67299999999999,56.948,30.736 -2020-04-09 21:00:00,102.08,121.351,52.157,30.736 -2020-04-09 21:15:00,96.68,119.946,52.157,30.736 -2020-04-09 21:30:00,90.04,120.15100000000001,52.157,30.736 -2020-04-09 21:45:00,89.87,119.18700000000001,52.157,30.736 -2020-04-09 22:00:00,90.47,112.99700000000001,47.483000000000004,30.736 -2020-04-09 22:15:00,88.93,110.225,47.483000000000004,30.736 -2020-04-09 22:30:00,83.44,97.421,47.483000000000004,30.736 -2020-04-09 22:45:00,80.92,90.204,47.483000000000004,30.736 -2020-04-09 23:00:00,64.51,81.181,41.978,30.736 -2020-04-09 23:15:00,64.07,80.52199999999999,41.978,30.736 -2020-04-09 23:30:00,61.31,79.64699999999999,41.978,30.736 -2020-04-09 23:45:00,61.8,80.60300000000001,41.978,30.736 -2020-04-10 00:00:00,59.64,74.03399999999999,30.72,30.618000000000002 -2020-04-10 00:15:00,60.38,70.993,30.72,30.618000000000002 -2020-04-10 00:30:00,56.32,69.40899999999999,30.72,30.618000000000002 -2020-04-10 00:45:00,59.16,68.405,30.72,30.618000000000002 -2020-04-10 01:00:00,57.38,69.718,26.553,30.618000000000002 -2020-04-10 01:15:00,57.59,69.342,26.553,30.618000000000002 -2020-04-10 01:30:00,57.08,67.82300000000001,26.553,30.618000000000002 -2020-04-10 01:45:00,58.03,67.472,26.553,30.618000000000002 -2020-04-10 02:00:00,53.88,69.205,22.712,30.618000000000002 -2020-04-10 02:15:00,57.6,67.71,22.712,30.618000000000002 -2020-04-10 02:30:00,54.83,70.5,22.712,30.618000000000002 -2020-04-10 02:45:00,57.8,71.417,22.712,30.618000000000002 -2020-04-10 03:00:00,58.43,75.032,20.511999999999997,30.618000000000002 -2020-04-10 03:15:00,56.11,75.366,20.511999999999997,30.618000000000002 -2020-04-10 03:30:00,59.21,74.673,20.511999999999997,30.618000000000002 -2020-04-10 03:45:00,59.68,76.515,20.511999999999997,30.618000000000002 -2020-04-10 04:00:00,61.34,85.525,19.98,30.618000000000002 -2020-04-10 04:15:00,58.56,94.279,19.98,30.618000000000002 -2020-04-10 04:30:00,61.08,93.85799999999999,19.98,30.618000000000002 -2020-04-10 04:45:00,61.82,94.49600000000001,19.98,30.618000000000002 -2020-04-10 05:00:00,61.78,112.44,22.715,30.618000000000002 -2020-04-10 05:15:00,63.19,127.439,22.715,30.618000000000002 -2020-04-10 05:30:00,63.03,118.79899999999999,22.715,30.618000000000002 -2020-04-10 05:45:00,62.57,114.056,22.715,30.618000000000002 -2020-04-10 06:00:00,63.5,131.666,22.576999999999998,30.618000000000002 -2020-04-10 06:15:00,64.36,150.401,22.576999999999998,30.618000000000002 -2020-04-10 06:30:00,66.27,141.877,22.576999999999998,30.618000000000002 -2020-04-10 06:45:00,66.56,134.958,22.576999999999998,30.618000000000002 -2020-04-10 07:00:00,72.0,135.668,23.541999999999998,30.618000000000002 -2020-04-10 07:15:00,72.94,134.844,23.541999999999998,30.618000000000002 -2020-04-10 07:30:00,72.56,134.6,23.541999999999998,30.618000000000002 -2020-04-10 07:45:00,72.68,133.276,23.541999999999998,30.618000000000002 -2020-04-10 08:00:00,73.27,136.041,23.895,30.618000000000002 -2020-04-10 08:15:00,73.33,137.007,23.895,30.618000000000002 -2020-04-10 08:30:00,72.0,135.178,23.895,30.618000000000002 -2020-04-10 08:45:00,71.59,134.93200000000002,23.895,30.618000000000002 -2020-04-10 09:00:00,63.96,130.424,24.239,30.618000000000002 -2020-04-10 09:15:00,70.6,130.297,24.239,30.618000000000002 -2020-04-10 09:30:00,70.79,132.411,24.239,30.618000000000002 -2020-04-10 09:45:00,73.79,132.059,24.239,30.618000000000002 -2020-04-10 10:00:00,71.11,129.239,21.985,30.618000000000002 -2020-04-10 10:15:00,71.88,130.02,21.985,30.618000000000002 -2020-04-10 10:30:00,72.52,128.593,21.985,30.618000000000002 -2020-04-10 10:45:00,68.48,128.07,21.985,30.618000000000002 -2020-04-10 11:00:00,65.66,122.911,22.093000000000004,30.618000000000002 -2020-04-10 11:15:00,62.4,122.189,22.093000000000004,30.618000000000002 -2020-04-10 11:30:00,60.95,123.34700000000001,22.093000000000004,30.618000000000002 -2020-04-10 11:45:00,61.95,124.551,22.093000000000004,30.618000000000002 -2020-04-10 12:00:00,55.24,120.56299999999999,19.041,30.618000000000002 -2020-04-10 12:15:00,54.22,121.271,19.041,30.618000000000002 -2020-04-10 12:30:00,54.57,119.821,19.041,30.618000000000002 -2020-04-10 12:45:00,58.91,119.413,19.041,30.618000000000002 -2020-04-10 13:00:00,55.07,119.819,12.672,30.618000000000002 -2020-04-10 13:15:00,56.02,119.266,12.672,30.618000000000002 -2020-04-10 13:30:00,52.03,116.676,12.672,30.618000000000002 -2020-04-10 13:45:00,51.25,115.288,12.672,30.618000000000002 -2020-04-10 14:00:00,51.01,117.75200000000001,10.321,30.618000000000002 -2020-04-10 14:15:00,54.91,116.723,10.321,30.618000000000002 -2020-04-10 14:30:00,54.25,116.304,10.321,30.618000000000002 -2020-04-10 14:45:00,50.76,116.64299999999999,10.321,30.618000000000002 -2020-04-10 15:00:00,52.9,116.525,13.478,30.618000000000002 -2020-04-10 15:15:00,55.88,115.546,13.478,30.618000000000002 -2020-04-10 15:30:00,52.88,114.59100000000001,13.478,30.618000000000002 -2020-04-10 15:45:00,57.97,114.529,13.478,30.618000000000002 -2020-04-10 16:00:00,62.6,115.57799999999999,17.623,30.618000000000002 -2020-04-10 16:15:00,64.61,116.676,17.623,30.618000000000002 -2020-04-10 16:30:00,67.2,117.40700000000001,17.623,30.618000000000002 -2020-04-10 16:45:00,69.59,115.771,17.623,30.618000000000002 -2020-04-10 17:00:00,76.4,116.23299999999999,22.64,30.618000000000002 -2020-04-10 17:15:00,75.58,118.92200000000001,22.64,30.618000000000002 -2020-04-10 17:30:00,77.36,121.331,22.64,30.618000000000002 -2020-04-10 17:45:00,75.89,123.815,22.64,30.618000000000002 -2020-04-10 18:00:00,81.02,127.62,29.147,30.618000000000002 -2020-04-10 18:15:00,79.22,131.172,29.147,30.618000000000002 -2020-04-10 18:30:00,80.59,129.843,29.147,30.618000000000002 -2020-04-10 18:45:00,80.5,132.89600000000002,29.147,30.618000000000002 -2020-04-10 19:00:00,84.47,133.018,34.491,30.618000000000002 -2020-04-10 19:15:00,83.92,132.095,34.491,30.618000000000002 -2020-04-10 19:30:00,81.85,132.35,34.491,30.618000000000002 -2020-04-10 19:45:00,81.31,133.11700000000002,34.491,30.618000000000002 -2020-04-10 20:00:00,76.54,129.928,41.368,30.618000000000002 -2020-04-10 20:15:00,76.86,128.756,41.368,30.618000000000002 -2020-04-10 20:30:00,73.31,128.704,41.368,30.618000000000002 -2020-04-10 20:45:00,75.27,126.87899999999999,41.368,30.618000000000002 -2020-04-10 21:00:00,70.24,120.53399999999999,37.605,30.618000000000002 -2020-04-10 21:15:00,71.86,119.846,37.605,30.618000000000002 -2020-04-10 21:30:00,65.09,120.75200000000001,37.605,30.618000000000002 -2020-04-10 21:45:00,68.77,120.009,37.605,30.618000000000002 -2020-04-10 22:00:00,65.32,115.573,36.472,30.618000000000002 -2020-04-10 22:15:00,64.47,113.001,36.472,30.618000000000002 -2020-04-10 22:30:00,62.29,108.45200000000001,36.472,30.618000000000002 -2020-04-10 22:45:00,61.86,104.22399999999999,36.472,30.618000000000002 -2020-04-10 23:00:00,78.85,95.059,31.816,30.618000000000002 -2020-04-10 23:15:00,77.86,93.334,31.816,30.618000000000002 -2020-04-10 23:30:00,74.26,90.906,31.816,30.618000000000002 -2020-04-10 23:45:00,72.92,90.618,31.816,30.618000000000002 -2020-04-11 00:00:00,73.14,72.59,39.184,30.618000000000002 -2020-04-11 00:15:00,74.22,70.405,39.184,30.618000000000002 -2020-04-11 00:30:00,72.87,69.128,39.184,30.618000000000002 -2020-04-11 00:45:00,67.49,67.756,39.184,30.618000000000002 -2020-04-11 01:00:00,70.97,68.992,34.692,30.618000000000002 -2020-04-11 01:15:00,73.16,68.01899999999999,34.692,30.618000000000002 -2020-04-11 01:30:00,71.68,66.232,34.692,30.618000000000002 -2020-04-11 01:45:00,67.54,66.294,34.692,30.618000000000002 -2020-04-11 02:00:00,71.64,68.439,32.919000000000004,30.618000000000002 -2020-04-11 02:15:00,73.62,67.054,32.919000000000004,30.618000000000002 -2020-04-11 02:30:00,69.77,69.232,32.919000000000004,30.618000000000002 -2020-04-11 02:45:00,69.74,70.032,32.919000000000004,30.618000000000002 -2020-04-11 03:00:00,65.86,73.10600000000001,32.024,30.618000000000002 -2020-04-11 03:15:00,64.59,73.584,32.024,30.618000000000002 -2020-04-11 03:30:00,65.11,72.45,32.024,30.618000000000002 -2020-04-11 03:45:00,64.5,74.812,32.024,30.618000000000002 -2020-04-11 04:00:00,65.68,83.98200000000001,31.958000000000002,30.618000000000002 -2020-04-11 04:15:00,66.71,93.564,31.958000000000002,30.618000000000002 -2020-04-11 04:30:00,65.87,92.339,31.958000000000002,30.618000000000002 -2020-04-11 04:45:00,66.99,93.068,31.958000000000002,30.618000000000002 -2020-04-11 05:00:00,67.85,112.939,32.75,30.618000000000002 -2020-04-11 05:15:00,67.86,129.761,32.75,30.618000000000002 -2020-04-11 05:30:00,69.08,121.459,32.75,30.618000000000002 -2020-04-11 05:45:00,71.14,116.765,32.75,30.618000000000002 -2020-04-11 06:00:00,72.48,135.846,34.461999999999996,30.618000000000002 -2020-04-11 06:15:00,75.1,155.151,34.461999999999996,30.618000000000002 -2020-04-11 06:30:00,77.55,147.668,34.461999999999996,30.618000000000002 -2020-04-11 06:45:00,80.71,141.945,34.461999999999996,30.618000000000002 -2020-04-11 07:00:00,82.56,141.024,37.736,30.618000000000002 -2020-04-11 07:15:00,83.76,141.615,37.736,30.618000000000002 -2020-04-11 07:30:00,85.57,141.409,37.736,30.618000000000002 -2020-04-11 07:45:00,88.05,140.57399999999998,37.736,30.618000000000002 -2020-04-11 08:00:00,89.53,141.81,42.34,30.618000000000002 -2020-04-11 08:15:00,90.05,142.239,42.34,30.618000000000002 -2020-04-11 08:30:00,88.35,138.835,42.34,30.618000000000002 -2020-04-11 08:45:00,88.99,137.342,42.34,30.618000000000002 -2020-04-11 09:00:00,80.42,133.192,43.571999999999996,30.618000000000002 -2020-04-11 09:15:00,83.26,132.951,43.571999999999996,30.618000000000002 -2020-04-11 09:30:00,81.39,134.967,43.571999999999996,30.618000000000002 -2020-04-11 09:45:00,76.24,134.215,43.571999999999996,30.618000000000002 -2020-04-11 10:00:00,74.6,129.458,40.514,30.618000000000002 -2020-04-11 10:15:00,75.54,129.858,40.514,30.618000000000002 -2020-04-11 10:30:00,76.68,127.932,40.514,30.618000000000002 -2020-04-11 10:45:00,76.58,128.249,40.514,30.618000000000002 -2020-04-11 11:00:00,73.64,122.635,36.388000000000005,30.618000000000002 -2020-04-11 11:15:00,73.67,122.054,36.388000000000005,30.618000000000002 -2020-04-11 11:30:00,76.9,123.58200000000001,36.388000000000005,30.618000000000002 -2020-04-11 11:45:00,74.29,124.258,36.388000000000005,30.618000000000002 -2020-04-11 12:00:00,69.92,120.24700000000001,35.217,30.618000000000002 -2020-04-11 12:15:00,66.27,119.885,35.217,30.618000000000002 -2020-04-11 12:30:00,67.34,119.337,35.217,30.618000000000002 -2020-04-11 12:45:00,67.73,119.915,35.217,30.618000000000002 -2020-04-11 13:00:00,63.46,121.039,32.001999999999995,30.618000000000002 -2020-04-11 13:15:00,65.05,118.553,32.001999999999995,30.618000000000002 -2020-04-11 13:30:00,61.84,116.615,32.001999999999995,30.618000000000002 -2020-04-11 13:45:00,62.81,115.204,32.001999999999995,30.618000000000002 -2020-04-11 14:00:00,62.8,117.021,31.304000000000002,30.618000000000002 -2020-04-11 14:15:00,63.27,114.906,31.304000000000002,30.618000000000002 -2020-04-11 14:30:00,63.28,114.103,31.304000000000002,30.618000000000002 -2020-04-11 14:45:00,63.54,115.226,31.304000000000002,30.618000000000002 -2020-04-11 15:00:00,63.73,116.178,34.731,30.618000000000002 -2020-04-11 15:15:00,64.31,114.98899999999999,34.731,30.618000000000002 -2020-04-11 15:30:00,66.0,113.639,34.731,30.618000000000002 -2020-04-11 15:45:00,68.73,112.928,34.731,30.618000000000002 -2020-04-11 16:00:00,71.32,113.571,38.769,30.618000000000002 -2020-04-11 16:15:00,71.76,115.17,38.769,30.618000000000002 -2020-04-11 16:30:00,74.69,115.245,38.769,30.618000000000002 -2020-04-11 16:45:00,79.72,113.42200000000001,38.769,30.618000000000002 -2020-04-11 17:00:00,82.56,113.86,44.928000000000004,30.618000000000002 -2020-04-11 17:15:00,80.55,116.00200000000001,44.928000000000004,30.618000000000002 -2020-04-11 17:30:00,82.25,117.81700000000001,44.928000000000004,30.618000000000002 -2020-04-11 17:45:00,84.04,118.53399999999999,44.928000000000004,30.618000000000002 -2020-04-11 18:00:00,86.25,122.461,47.786,30.618000000000002 -2020-04-11 18:15:00,84.53,125.369,47.786,30.618000000000002 -2020-04-11 18:30:00,84.88,125.551,47.786,30.618000000000002 -2020-04-11 18:45:00,85.38,127.315,47.786,30.618000000000002 -2020-04-11 19:00:00,86.2,126.56,47.463,30.618000000000002 -2020-04-11 19:15:00,85.71,125.825,47.463,30.618000000000002 -2020-04-11 19:30:00,86.11,126.334,47.463,30.618000000000002 -2020-04-11 19:45:00,84.4,126.412,47.463,30.618000000000002 -2020-04-11 20:00:00,81.75,123.16,43.735,30.618000000000002 -2020-04-11 20:15:00,80.33,121.42200000000001,43.735,30.618000000000002 -2020-04-11 20:30:00,77.95,120.17399999999999,43.735,30.618000000000002 -2020-04-11 20:45:00,76.55,120.03200000000001,43.735,30.618000000000002 -2020-04-11 21:00:00,71.3,115.48700000000001,40.346,30.618000000000002 -2020-04-11 21:15:00,70.85,115.375,40.346,30.618000000000002 -2020-04-11 21:30:00,68.16,116.42200000000001,40.346,30.618000000000002 -2020-04-11 21:45:00,67.66,115.43,40.346,30.618000000000002 -2020-04-11 22:00:00,63.94,110.7,39.323,30.618000000000002 -2020-04-11 22:15:00,64.14,109.53200000000001,39.323,30.618000000000002 -2020-04-11 22:30:00,61.85,107.27600000000001,39.323,30.618000000000002 -2020-04-11 22:45:00,61.25,104.26299999999999,39.323,30.618000000000002 -2020-04-11 23:00:00,60.08,97.06,33.716,30.618000000000002 -2020-04-11 23:15:00,58.06,93.493,33.716,30.618000000000002 -2020-04-11 23:30:00,55.51,90.814,33.716,30.618000000000002 -2020-04-11 23:45:00,56.45,89.876,33.716,30.618000000000002 -2020-04-12 00:00:00,54.53,73.203,30.72,30.618000000000002 -2020-04-12 00:15:00,52.88,70.192,30.72,30.618000000000002 -2020-04-12 00:30:00,52.07,68.59,30.72,30.618000000000002 -2020-04-12 00:45:00,53.98,67.596,30.72,30.618000000000002 -2020-04-12 01:00:00,48.89,68.872,26.553,30.618000000000002 -2020-04-12 01:15:00,53.69,68.45100000000001,26.553,30.618000000000002 -2020-04-12 01:30:00,51.28,66.889,26.553,30.618000000000002 -2020-04-12 01:45:00,53.95,66.54899999999999,26.553,30.618000000000002 -2020-04-12 02:00:00,50.72,68.258,22.712,30.618000000000002 -2020-04-12 02:15:00,54.24,66.73,22.712,30.618000000000002 -2020-04-12 02:30:00,51.64,69.561,22.712,30.618000000000002 -2020-04-12 02:45:00,51.01,70.486,22.712,30.618000000000002 -2020-04-12 03:00:00,50.48,74.13600000000001,20.511999999999997,30.618000000000002 -2020-04-12 03:15:00,51.91,74.418,20.511999999999997,30.618000000000002 -2020-04-12 03:30:00,51.98,73.71600000000001,20.511999999999997,30.618000000000002 -2020-04-12 03:45:00,52.83,75.598,20.511999999999997,30.618000000000002 -2020-04-12 04:00:00,51.89,84.565,19.98,30.618000000000002 -2020-04-12 04:15:00,52.74,93.25200000000001,19.98,30.618000000000002 -2020-04-12 04:30:00,52.54,92.84100000000001,19.98,30.618000000000002 -2020-04-12 04:45:00,54.38,93.456,19.98,30.618000000000002 -2020-04-12 05:00:00,55.46,111.241,22.715,30.618000000000002 -2020-04-12 05:15:00,53.48,126.101,22.715,30.618000000000002 -2020-04-12 05:30:00,55.9,117.47200000000001,22.715,30.618000000000002 -2020-04-12 05:45:00,53.71,112.805,22.715,30.618000000000002 -2020-04-12 06:00:00,55.53,130.452,22.576999999999998,30.618000000000002 -2020-04-12 06:15:00,59.67,149.158,22.576999999999998,30.618000000000002 -2020-04-12 06:30:00,62.15,140.576,22.576999999999998,30.618000000000002 -2020-04-12 06:45:00,61.32,133.628,22.576999999999998,30.618000000000002 -2020-04-12 07:00:00,67.05,134.34799999999998,23.541999999999998,30.618000000000002 -2020-04-12 07:15:00,67.97,133.483,23.541999999999998,30.618000000000002 -2020-04-12 07:30:00,69.68,133.157,23.541999999999998,30.618000000000002 -2020-04-12 07:45:00,69.61,131.813,23.541999999999998,30.618000000000002 -2020-04-12 08:00:00,74.12,134.54,27.568,30.618000000000002 -2020-04-12 08:15:00,75.03,135.55200000000002,27.568,30.618000000000002 -2020-04-12 08:30:00,74.98,133.65,27.568,30.618000000000002 -2020-04-12 08:45:00,73.91,133.46200000000002,27.568,30.618000000000002 -2020-04-12 09:00:00,76.48,128.969,27.965,30.618000000000002 -2020-04-12 09:15:00,73.74,128.851,27.965,30.618000000000002 -2020-04-12 09:30:00,75.72,130.999,27.965,30.618000000000002 -2020-04-12 09:45:00,74.12,130.707,27.965,30.618000000000002 -2020-04-12 10:00:00,72.15,127.902,25.365,30.618000000000002 -2020-04-12 10:15:00,77.67,128.786,25.365,30.618000000000002 -2020-04-12 10:30:00,77.66,127.40899999999999,25.365,30.618000000000002 -2020-04-12 10:45:00,82.07,126.928,25.365,30.618000000000002 -2020-04-12 11:00:00,72.99,121.75399999999999,25.489,30.618000000000002 -2020-04-12 11:15:00,75.01,121.08,25.489,30.618000000000002 -2020-04-12 11:30:00,71.52,122.244,25.489,30.618000000000002 -2020-04-12 11:45:00,69.58,123.48700000000001,25.489,30.618000000000002 -2020-04-12 12:00:00,68.21,119.55,21.968000000000004,30.618000000000002 -2020-04-12 12:15:00,67.52,120.275,21.968000000000004,30.618000000000002 -2020-04-12 12:30:00,66.81,118.738,21.968000000000004,30.618000000000002 -2020-04-12 12:45:00,67.38,118.333,21.968000000000004,30.618000000000002 -2020-04-12 13:00:00,60.59,118.82600000000001,14.62,30.618000000000002 -2020-04-12 13:15:00,59.39,118.251,14.62,30.618000000000002 -2020-04-12 13:30:00,58.18,115.65799999999999,14.62,30.618000000000002 -2020-04-12 13:45:00,60.55,114.27600000000001,14.62,30.618000000000002 -2020-04-12 14:00:00,59.16,116.87700000000001,11.908,30.618000000000002 -2020-04-12 14:15:00,60.01,115.804,11.908,30.618000000000002 -2020-04-12 14:30:00,56.92,115.295,11.908,30.618000000000002 -2020-04-12 14:45:00,58.07,115.64200000000001,11.908,30.618000000000002 -2020-04-12 15:00:00,61.44,115.57700000000001,15.55,30.618000000000002 -2020-04-12 15:15:00,62.16,114.54899999999999,15.55,30.618000000000002 -2020-04-12 15:30:00,62.09,113.494,15.55,30.618000000000002 -2020-04-12 15:45:00,63.69,113.395,15.55,30.618000000000002 -2020-04-12 16:00:00,63.44,114.516,20.332,30.618000000000002 -2020-04-12 16:15:00,65.92,115.56,20.332,30.618000000000002 -2020-04-12 16:30:00,69.07,116.295,20.332,30.618000000000002 -2020-04-12 16:45:00,69.42,114.53200000000001,20.332,30.618000000000002 -2020-04-12 17:00:00,77.2,115.094,26.121,30.618000000000002 -2020-04-12 17:15:00,75.08,117.742,26.121,30.618000000000002 -2020-04-12 17:30:00,76.8,120.152,26.121,30.618000000000002 -2020-04-12 17:45:00,76.23,122.604,26.121,30.618000000000002 -2020-04-12 18:00:00,79.58,126.429,33.626999999999995,30.618000000000002 -2020-04-12 18:15:00,77.87,130.05700000000002,33.626999999999995,30.618000000000002 -2020-04-12 18:30:00,78.53,128.704,33.626999999999995,30.618000000000002 -2020-04-12 18:45:00,80.41,131.775,33.626999999999995,30.618000000000002 -2020-04-12 19:00:00,79.37,131.862,39.793,30.618000000000002 -2020-04-12 19:15:00,79.52,130.96200000000002,39.793,30.618000000000002 -2020-04-12 19:30:00,78.47,131.251,39.793,30.618000000000002 -2020-04-12 19:45:00,77.25,132.084,39.793,30.618000000000002 -2020-04-12 20:00:00,74.47,128.839,41.368,30.618000000000002 -2020-04-12 20:15:00,73.54,127.68799999999999,41.368,30.618000000000002 -2020-04-12 20:30:00,73.03,127.709,41.368,30.618000000000002 -2020-04-12 20:45:00,72.54,125.928,41.368,30.618000000000002 -2020-04-12 21:00:00,69.45,119.583,37.605,30.618000000000002 -2020-04-12 21:15:00,69.2,118.919,37.605,30.618000000000002 -2020-04-12 21:30:00,64.59,119.805,37.605,30.618000000000002 -2020-04-12 21:45:00,67.2,119.119,37.605,30.618000000000002 -2020-04-12 22:00:00,62.87,114.694,36.472,30.618000000000002 -2020-04-12 22:15:00,62.97,112.175,36.472,30.618000000000002 -2020-04-12 22:30:00,58.12,107.554,36.472,30.618000000000002 -2020-04-12 22:45:00,60.08,103.31299999999999,36.472,30.618000000000002 -2020-04-12 23:00:00,57.22,94.10700000000001,31.816,30.618000000000002 -2020-04-12 23:15:00,57.26,92.449,31.816,30.618000000000002 -2020-04-12 23:30:00,53.07,90.01700000000001,31.816,30.618000000000002 -2020-04-12 23:45:00,55.28,89.759,31.816,30.618000000000002 -2020-04-13 00:00:00,49.89,72.78699999999999,30.72,30.618000000000002 -2020-04-13 00:15:00,53.6,69.791,30.72,30.618000000000002 -2020-04-13 00:30:00,50.52,68.178,30.72,30.618000000000002 -2020-04-13 00:45:00,53.11,67.191,30.72,30.618000000000002 -2020-04-13 01:00:00,47.65,68.449,26.553,30.618000000000002 -2020-04-13 01:15:00,51.91,68.006,26.553,30.618000000000002 -2020-04-13 01:30:00,48.7,66.422,26.553,30.618000000000002 -2020-04-13 01:45:00,51.4,66.087,26.553,30.618000000000002 -2020-04-13 02:00:00,49.72,67.783,22.712,30.618000000000002 -2020-04-13 02:15:00,48.31,66.24,22.712,30.618000000000002 -2020-04-13 02:30:00,50.79,69.09100000000001,22.712,30.618000000000002 -2020-04-13 02:45:00,48.57,70.021,22.712,30.618000000000002 -2020-04-13 03:00:00,51.31,73.689,20.511999999999997,30.618000000000002 -2020-04-13 03:15:00,52.15,73.943,20.511999999999997,30.618000000000002 -2020-04-13 03:30:00,51.38,73.236,20.511999999999997,30.618000000000002 -2020-04-13 03:45:00,54.02,75.139,20.511999999999997,30.618000000000002 -2020-04-13 04:00:00,54.39,84.085,19.98,30.618000000000002 -2020-04-13 04:15:00,55.93,92.73899999999999,19.98,30.618000000000002 -2020-04-13 04:30:00,56.7,92.33200000000001,19.98,30.618000000000002 -2020-04-13 04:45:00,57.44,92.93700000000001,19.98,30.618000000000002 -2020-04-13 05:00:00,58.82,110.641,22.715,30.618000000000002 -2020-04-13 05:15:00,59.57,125.43,22.715,30.618000000000002 -2020-04-13 05:30:00,57.7,116.80799999999999,22.715,30.618000000000002 -2020-04-13 05:45:00,55.37,112.177,22.715,30.618000000000002 -2020-04-13 06:00:00,58.84,129.845,22.576999999999998,30.618000000000002 -2020-04-13 06:15:00,57.13,148.534,22.576999999999998,30.618000000000002 -2020-04-13 06:30:00,60.7,139.924,22.576999999999998,30.618000000000002 -2020-04-13 06:45:00,62.85,132.963,22.576999999999998,30.618000000000002 -2020-04-13 07:00:00,68.7,133.687,23.541999999999998,30.618000000000002 -2020-04-13 07:15:00,68.91,132.80200000000002,23.541999999999998,30.618000000000002 -2020-04-13 07:30:00,66.28,132.436,23.541999999999998,30.618000000000002 -2020-04-13 07:45:00,71.72,131.08,23.541999999999998,30.618000000000002 -2020-04-13 08:00:00,70.13,133.79,23.895,30.618000000000002 -2020-04-13 08:15:00,72.83,134.825,23.895,30.618000000000002 -2020-04-13 08:30:00,69.75,132.886,23.895,30.618000000000002 -2020-04-13 08:45:00,71.31,132.72899999999998,23.895,30.618000000000002 -2020-04-13 09:00:00,67.16,128.24200000000002,24.239,30.618000000000002 -2020-04-13 09:15:00,66.12,128.127,24.239,30.618000000000002 -2020-04-13 09:30:00,64.1,130.295,24.239,30.618000000000002 -2020-04-13 09:45:00,66.42,130.032,24.239,30.618000000000002 -2020-04-13 10:00:00,67.4,127.23700000000001,21.985,30.618000000000002 -2020-04-13 10:15:00,66.6,128.17,21.985,30.618000000000002 -2020-04-13 10:30:00,70.58,126.81700000000001,21.985,30.618000000000002 -2020-04-13 10:45:00,69.07,126.359,21.985,30.618000000000002 -2020-04-13 11:00:00,63.2,121.177,22.093000000000004,30.618000000000002 -2020-04-13 11:15:00,62.5,120.52799999999999,22.093000000000004,30.618000000000002 -2020-04-13 11:30:00,63.4,121.693,22.093000000000004,30.618000000000002 -2020-04-13 11:45:00,71.72,122.95700000000001,22.093000000000004,30.618000000000002 -2020-04-13 12:00:00,63.81,119.045,19.041,30.618000000000002 -2020-04-13 12:15:00,54.06,119.77799999999999,19.041,30.618000000000002 -2020-04-13 12:30:00,54.23,118.197,19.041,30.618000000000002 -2020-04-13 12:45:00,56.47,117.792,19.041,30.618000000000002 -2020-04-13 13:00:00,56.38,118.329,12.672,30.618000000000002 -2020-04-13 13:15:00,51.32,117.744,12.672,30.618000000000002 -2020-04-13 13:30:00,50.09,115.15,12.672,30.618000000000002 -2020-04-13 13:45:00,52.76,113.772,12.672,30.618000000000002 -2020-04-13 14:00:00,50.0,116.441,10.321,30.618000000000002 -2020-04-13 14:15:00,47.98,115.345,10.321,30.618000000000002 -2020-04-13 14:30:00,46.88,114.791,10.321,30.618000000000002 -2020-04-13 14:45:00,51.58,115.14200000000001,10.321,30.618000000000002 -2020-04-13 15:00:00,52.85,115.103,13.478,30.618000000000002 -2020-04-13 15:15:00,53.15,114.051,13.478,30.618000000000002 -2020-04-13 15:30:00,51.27,112.945,13.478,30.618000000000002 -2020-04-13 15:45:00,52.98,112.829,13.478,30.618000000000002 -2020-04-13 16:00:00,57.21,113.985,17.623,30.618000000000002 -2020-04-13 16:15:00,61.89,115.00399999999999,17.623,30.618000000000002 -2020-04-13 16:30:00,63.48,115.741,17.623,30.618000000000002 -2020-04-13 16:45:00,65.1,113.913,17.623,30.618000000000002 -2020-04-13 17:00:00,72.1,114.525,22.64,30.618000000000002 -2020-04-13 17:15:00,73.56,117.152,22.64,30.618000000000002 -2020-04-13 17:30:00,76.1,119.56299999999999,22.64,30.618000000000002 -2020-04-13 17:45:00,77.85,121.99799999999999,22.64,30.618000000000002 -2020-04-13 18:00:00,78.34,125.833,29.147,30.618000000000002 -2020-04-13 18:15:00,78.86,129.499,29.147,30.618000000000002 -2020-04-13 18:30:00,81.38,128.134,29.147,30.618000000000002 -2020-04-13 18:45:00,82.16,131.215,29.147,30.618000000000002 -2020-04-13 19:00:00,86.48,131.284,34.491,30.618000000000002 -2020-04-13 19:15:00,87.39,130.394,34.491,30.618000000000002 -2020-04-13 19:30:00,85.34,130.702,34.491,30.618000000000002 -2020-04-13 19:45:00,84.46,131.567,34.491,30.618000000000002 -2020-04-13 20:00:00,81.57,128.29399999999998,41.368,30.618000000000002 -2020-04-13 20:15:00,80.87,127.15299999999999,41.368,30.618000000000002 -2020-04-13 20:30:00,77.82,127.21,41.368,30.618000000000002 -2020-04-13 20:45:00,80.82,125.45200000000001,41.368,30.618000000000002 -2020-04-13 21:00:00,80.42,119.10700000000001,37.605,30.618000000000002 -2020-04-13 21:15:00,79.52,118.454,37.605,30.618000000000002 -2020-04-13 21:30:00,74.22,119.331,37.605,30.618000000000002 -2020-04-13 21:45:00,76.26,118.67399999999999,37.605,30.618000000000002 -2020-04-13 22:00:00,68.73,114.255,36.472,30.618000000000002 -2020-04-13 22:15:00,70.32,111.76100000000001,36.472,30.618000000000002 -2020-04-13 22:30:00,68.58,107.104,36.472,30.618000000000002 -2020-04-13 22:45:00,70.36,102.85700000000001,36.472,30.618000000000002 -2020-04-13 23:00:00,81.66,93.63,31.816,30.618000000000002 -2020-04-13 23:15:00,81.85,92.005,31.816,30.618000000000002 -2020-04-13 23:30:00,75.45,89.572,31.816,30.618000000000002 -2020-04-13 23:45:00,76.28,89.32799999999999,31.816,30.618000000000002 -2020-04-14 00:00:00,77.57,74.116,39.857,30.736 -2020-04-14 00:15:00,78.7,74.781,39.857,30.736 -2020-04-14 00:30:00,77.84,72.835,39.857,30.736 -2020-04-14 00:45:00,74.5,71.13600000000001,39.857,30.736 -2020-04-14 01:00:00,78.14,72.16,37.233000000000004,30.736 -2020-04-14 01:15:00,79.78,71.166,37.233000000000004,30.736 -2020-04-14 01:30:00,79.36,69.831,37.233000000000004,30.736 -2020-04-14 01:45:00,76.71,69.417,37.233000000000004,30.736 -2020-04-14 02:00:00,79.63,71.053,35.856,30.736 -2020-04-14 02:15:00,80.53,70.399,35.856,30.736 -2020-04-14 02:30:00,77.64,72.979,35.856,30.736 -2020-04-14 02:45:00,77.36,73.646,35.856,30.736 -2020-04-14 03:00:00,80.42,77.32,34.766999999999996,30.736 -2020-04-14 03:15:00,77.51,78.97,34.766999999999996,30.736 -2020-04-14 03:30:00,78.75,78.759,34.766999999999996,30.736 -2020-04-14 03:45:00,85.63,79.569,34.766999999999996,30.736 -2020-04-14 04:00:00,90.63,92.03,35.468,30.736 -2020-04-14 04:15:00,89.42,104.62,35.468,30.736 -2020-04-14 04:30:00,89.05,105.006,35.468,30.736 -2020-04-14 04:45:00,91.92,106.92,35.468,30.736 -2020-04-14 05:00:00,100.81,141.918,40.399,30.736 -2020-04-14 05:15:00,102.84,174.856,40.399,30.736 -2020-04-14 05:30:00,105.47,164.701,40.399,30.736 -2020-04-14 05:45:00,107.4,154.543,40.399,30.736 -2020-04-14 06:00:00,112.59,155.791,54.105,30.736 -2020-04-14 06:15:00,113.37,161.384,54.105,30.736 -2020-04-14 06:30:00,116.15,159.305,54.105,30.736 -2020-04-14 06:45:00,117.75,159.95,54.105,30.736 -2020-04-14 07:00:00,122.9,162.8,63.083,30.736 -2020-04-14 07:15:00,119.48,163.681,63.083,30.736 -2020-04-14 07:30:00,122.96,161.981,63.083,30.736 -2020-04-14 07:45:00,119.45,158.767,63.083,30.736 -2020-04-14 08:00:00,120.93,157.66,57.254,30.736 -2020-04-14 08:15:00,123.65,155.789,57.254,30.736 -2020-04-14 08:30:00,125.42,150.616,57.254,30.736 -2020-04-14 08:45:00,126.12,147.766,57.254,30.736 -2020-04-14 09:00:00,121.6,141.899,51.395,30.736 -2020-04-14 09:15:00,123.45,139.561,51.395,30.736 -2020-04-14 09:30:00,123.95,141.412,51.395,30.736 -2020-04-14 09:45:00,124.96,140.746,51.395,30.736 -2020-04-14 10:00:00,122.16,136.626,48.201,30.736 -2020-04-14 10:15:00,123.54,136.503,48.201,30.736 -2020-04-14 10:30:00,121.52,134.487,48.201,30.736 -2020-04-14 10:45:00,120.31,134.483,48.201,30.736 -2020-04-14 11:00:00,116.44,128.762,46.133,30.736 -2020-04-14 11:15:00,111.12,129.491,46.133,30.736 -2020-04-14 11:30:00,108.43,130.6,46.133,30.736 -2020-04-14 11:45:00,109.42,132.118,46.133,30.736 -2020-04-14 12:00:00,104.93,127.803,44.243,30.736 -2020-04-14 12:15:00,109.73,128.44299999999998,44.243,30.736 -2020-04-14 12:30:00,108.63,127.42299999999999,44.243,30.736 -2020-04-14 12:45:00,105.87,128.214,44.243,30.736 -2020-04-14 13:00:00,99.12,129.259,45.042,30.736 -2020-04-14 13:15:00,98.79,127.802,45.042,30.736 -2020-04-14 13:30:00,104.88,125.742,45.042,30.736 -2020-04-14 13:45:00,105.06,124.499,45.042,30.736 -2020-04-14 14:00:00,104.5,126.81,44.062,30.736 -2020-04-14 14:15:00,101.57,125.516,44.062,30.736 -2020-04-14 14:30:00,96.19,125.055,44.062,30.736 -2020-04-14 14:45:00,96.11,125.898,44.062,30.736 -2020-04-14 15:00:00,107.14,126.646,46.461999999999996,30.736 -2020-04-14 15:15:00,106.37,124.911,46.461999999999996,30.736 -2020-04-14 15:30:00,104.16,123.564,46.461999999999996,30.736 -2020-04-14 15:45:00,104.55,122.74700000000001,46.461999999999996,30.736 -2020-04-14 16:00:00,107.58,124.26,48.802,30.736 -2020-04-14 16:15:00,113.1,125.12299999999999,48.802,30.736 -2020-04-14 16:30:00,111.12,125.152,48.802,30.736 -2020-04-14 16:45:00,110.6,122.97399999999999,48.802,30.736 -2020-04-14 17:00:00,112.54,123.29,55.672,30.736 -2020-04-14 17:15:00,115.47,125.654,55.672,30.736 -2020-04-14 17:30:00,119.06,127.742,55.672,30.736 -2020-04-14 17:45:00,115.7,128.691,55.672,30.736 -2020-04-14 18:00:00,112.52,131.662,57.006,30.736 -2020-04-14 18:15:00,117.42,133.36700000000002,57.006,30.736 -2020-04-14 18:30:00,119.58,131.71200000000002,57.006,30.736 -2020-04-14 18:45:00,117.04,137.30700000000002,57.006,30.736 -2020-04-14 19:00:00,110.56,135.55100000000002,57.148,30.736 -2020-04-14 19:15:00,107.17,134.471,57.148,30.736 -2020-04-14 19:30:00,115.88,134.385,57.148,30.736 -2020-04-14 19:45:00,113.92,134.611,57.148,30.736 -2020-04-14 20:00:00,110.45,129.387,61.895,30.736 -2020-04-14 20:15:00,109.71,126.18299999999999,61.895,30.736 -2020-04-14 20:30:00,100.85,126.009,61.895,30.736 -2020-04-14 20:45:00,108.91,125.295,61.895,30.736 -2020-04-14 21:00:00,103.46,118.976,54.78,30.736 -2020-04-14 21:15:00,102.44,117.626,54.78,30.736 -2020-04-14 21:30:00,93.5,117.785,54.78,30.736 -2020-04-14 21:45:00,87.39,116.962,54.78,30.736 -2020-04-14 22:00:00,87.83,110.8,50.76,30.736 -2020-04-14 22:15:00,90.13,108.15799999999999,50.76,30.736 -2020-04-14 22:30:00,87.92,95.17399999999999,50.76,30.736 -2020-04-14 22:45:00,84.46,87.926,50.76,30.736 -2020-04-14 23:00:00,74.36,78.79899999999999,44.162,30.736 -2020-04-14 23:15:00,76.0,78.307,44.162,30.736 -2020-04-14 23:30:00,74.94,77.425,44.162,30.736 -2020-04-14 23:45:00,73.87,78.453,44.162,30.736 -2020-04-15 00:00:00,70.64,73.699,39.061,30.736 -2020-04-15 00:15:00,72.45,74.37899999999999,39.061,30.736 -2020-04-15 00:30:00,71.26,72.425,39.061,30.736 -2020-04-15 00:45:00,73.44,70.73100000000001,39.061,30.736 -2020-04-15 01:00:00,71.82,71.737,35.795,30.736 -2020-04-15 01:15:00,71.14,70.721,35.795,30.736 -2020-04-15 01:30:00,71.08,69.36399999999999,35.795,30.736 -2020-04-15 01:45:00,72.01,68.956,35.795,30.736 -2020-04-15 02:00:00,70.74,70.58,33.316,30.736 -2020-04-15 02:15:00,70.1,69.90899999999999,33.316,30.736 -2020-04-15 02:30:00,72.27,72.509,33.316,30.736 -2020-04-15 02:45:00,78.4,73.181,33.316,30.736 -2020-04-15 03:00:00,80.61,76.872,32.803000000000004,30.736 -2020-04-15 03:15:00,83.75,78.49600000000001,32.803000000000004,30.736 -2020-04-15 03:30:00,82.05,78.28,32.803000000000004,30.736 -2020-04-15 03:45:00,86.07,79.111,32.803000000000004,30.736 -2020-04-15 04:00:00,88.31,91.54899999999999,34.235,30.736 -2020-04-15 04:15:00,89.49,104.10700000000001,34.235,30.736 -2020-04-15 04:30:00,87.96,104.49600000000001,34.235,30.736 -2020-04-15 04:45:00,93.45,106.40100000000001,34.235,30.736 -2020-04-15 05:00:00,98.18,141.31799999999998,38.65,30.736 -2020-04-15 05:15:00,101.94,174.18400000000003,38.65,30.736 -2020-04-15 05:30:00,105.86,164.03599999999997,38.65,30.736 -2020-04-15 05:45:00,109.69,153.917,38.65,30.736 -2020-04-15 06:00:00,114.65,155.183,54.951,30.736 -2020-04-15 06:15:00,114.16,160.76,54.951,30.736 -2020-04-15 06:30:00,116.39,158.65200000000002,54.951,30.736 -2020-04-15 06:45:00,116.53,159.284,54.951,30.736 -2020-04-15 07:00:00,117.39,162.137,67.328,30.736 -2020-04-15 07:15:00,117.4,162.999,67.328,30.736 -2020-04-15 07:30:00,115.55,161.259,67.328,30.736 -2020-04-15 07:45:00,112.28,158.037,67.328,30.736 -2020-04-15 08:00:00,111.52,156.912,60.23,30.736 -2020-04-15 08:15:00,111.85,155.064,60.23,30.736 -2020-04-15 08:30:00,112.04,149.856,60.23,30.736 -2020-04-15 08:45:00,110.65,147.036,60.23,30.736 -2020-04-15 09:00:00,106.92,141.17600000000002,56.845,30.736 -2020-04-15 09:15:00,107.34,138.842,56.845,30.736 -2020-04-15 09:30:00,106.27,140.71,56.845,30.736 -2020-04-15 09:45:00,106.1,140.07299999999998,56.845,30.736 -2020-04-15 10:00:00,105.75,135.961,53.832,30.736 -2020-04-15 10:15:00,106.27,135.888,53.832,30.736 -2020-04-15 10:30:00,106.67,133.898,53.832,30.736 -2020-04-15 10:45:00,105.02,133.914,53.832,30.736 -2020-04-15 11:00:00,103.38,128.187,53.225,30.736 -2020-04-15 11:15:00,103.27,128.941,53.225,30.736 -2020-04-15 11:30:00,104.28,130.05100000000002,53.225,30.736 -2020-04-15 11:45:00,102.15,131.589,53.225,30.736 -2020-04-15 12:00:00,100.29,127.3,50.676,30.736 -2020-04-15 12:15:00,98.13,127.947,50.676,30.736 -2020-04-15 12:30:00,104.5,126.884,50.676,30.736 -2020-04-15 12:45:00,105.18,127.676,50.676,30.736 -2020-04-15 13:00:00,101.11,128.764,50.646,30.736 -2020-04-15 13:15:00,100.65,127.29700000000001,50.646,30.736 -2020-04-15 13:30:00,102.83,125.236,50.646,30.736 -2020-04-15 13:45:00,103.75,123.99700000000001,50.646,30.736 -2020-04-15 14:00:00,104.03,126.375,50.786,30.736 -2020-04-15 14:15:00,97.55,125.059,50.786,30.736 -2020-04-15 14:30:00,97.21,124.553,50.786,30.736 -2020-04-15 14:45:00,102.82,125.4,50.786,30.736 -2020-04-15 15:00:00,103.26,126.17299999999999,51.535,30.736 -2020-04-15 15:15:00,100.4,124.414,51.535,30.736 -2020-04-15 15:30:00,99.53,123.01799999999999,51.535,30.736 -2020-04-15 15:45:00,104.12,122.182,51.535,30.736 -2020-04-15 16:00:00,104.01,123.73200000000001,53.157,30.736 -2020-04-15 16:15:00,108.96,124.56700000000001,53.157,30.736 -2020-04-15 16:30:00,107.57,124.6,53.157,30.736 -2020-04-15 16:45:00,115.32,122.35799999999999,53.157,30.736 -2020-04-15 17:00:00,116.1,122.72399999999999,57.793,30.736 -2020-04-15 17:15:00,113.72,125.06700000000001,57.793,30.736 -2020-04-15 17:30:00,111.49,127.154,57.793,30.736 -2020-04-15 17:45:00,115.74,128.088,57.793,30.736 -2020-04-15 18:00:00,119.64,131.067,59.872,30.736 -2020-04-15 18:15:00,116.25,132.809,59.872,30.736 -2020-04-15 18:30:00,111.49,131.142,59.872,30.736 -2020-04-15 18:45:00,111.02,136.745,59.872,30.736 -2020-04-15 19:00:00,115.27,134.97299999999998,60.17100000000001,30.736 -2020-04-15 19:15:00,112.47,133.905,60.17100000000001,30.736 -2020-04-15 19:30:00,112.99,133.835,60.17100000000001,30.736 -2020-04-15 19:45:00,112.24,134.093,60.17100000000001,30.736 -2020-04-15 20:00:00,110.1,128.842,65.015,30.736 -2020-04-15 20:15:00,111.51,125.648,65.015,30.736 -2020-04-15 20:30:00,106.08,125.51100000000001,65.015,30.736 -2020-04-15 20:45:00,109.31,124.819,65.015,30.736 -2020-04-15 21:00:00,104.34,118.501,57.805,30.736 -2020-04-15 21:15:00,101.95,117.163,57.805,30.736 -2020-04-15 21:30:00,93.9,117.31200000000001,57.805,30.736 -2020-04-15 21:45:00,86.0,116.51700000000001,57.805,30.736 -2020-04-15 22:00:00,78.84,110.359,52.115,30.736 -2020-04-15 22:15:00,87.14,107.744,52.115,30.736 -2020-04-15 22:30:00,85.74,94.72200000000001,52.115,30.736 -2020-04-15 22:45:00,86.73,87.46799999999999,52.115,30.736 -2020-04-15 23:00:00,77.18,78.321,42.871,30.736 -2020-04-15 23:15:00,76.65,77.863,42.871,30.736 -2020-04-15 23:30:00,76.51,76.979,42.871,30.736 -2020-04-15 23:45:00,79.0,78.02199999999999,42.871,30.736 -2020-04-16 00:00:00,76.59,66.062,39.203,30.736 -2020-04-16 00:15:00,76.53,66.53699999999999,39.203,30.736 -2020-04-16 00:30:00,74.45,64.943,39.203,30.736 -2020-04-16 00:45:00,72.38,63.372,39.203,30.736 -2020-04-16 01:00:00,73.63,63.707,37.118,30.736 -2020-04-16 01:15:00,77.98,63.019,37.118,30.736 -2020-04-16 01:30:00,75.57,61.729,37.118,30.736 -2020-04-16 01:45:00,78.14,61.175,37.118,30.736 -2020-04-16 02:00:00,69.37,62.033,35.647,30.736 -2020-04-16 02:15:00,73.86,61.263000000000005,35.647,30.736 -2020-04-16 02:30:00,69.08,63.718999999999994,35.647,30.736 -2020-04-16 02:45:00,73.63,64.268,35.647,30.736 -2020-04-16 03:00:00,78.41,67.297,34.585,30.736 -2020-04-16 03:15:00,81.88,68.52,34.585,30.736 -2020-04-16 03:30:00,81.3,67.967,34.585,30.736 -2020-04-16 03:45:00,77.39,68.23100000000001,34.585,30.736 -2020-04-16 04:00:00,81.22,80.163,36.184,30.736 -2020-04-16 04:15:00,82.62,92.54,36.184,30.736 -2020-04-16 04:30:00,86.64,92.275,36.184,30.736 -2020-04-16 04:45:00,90.81,94.12799999999999,36.184,30.736 -2020-04-16 05:00:00,97.5,127.575,41.019,30.736 -2020-04-16 05:15:00,101.04,159.359,41.019,30.736 -2020-04-16 05:30:00,104.32,148.222,41.019,30.736 -2020-04-16 05:45:00,104.7,137.95,41.019,30.736 -2020-04-16 06:00:00,111.42,139.596,53.963,30.736 -2020-04-16 06:15:00,111.14,144.635,53.963,30.736 -2020-04-16 06:30:00,112.46,141.951,53.963,30.736 -2020-04-16 06:45:00,111.75,142.252,53.963,30.736 -2020-04-16 07:00:00,113.92,144.352,66.512,30.736 -2020-04-16 07:15:00,113.61,144.842,66.512,30.736 -2020-04-16 07:30:00,113.32,143.05100000000002,66.512,30.736 -2020-04-16 07:45:00,111.01,139.931,66.512,30.736 -2020-04-16 08:00:00,109.42,137.489,58.86,30.736 -2020-04-16 08:15:00,108.68,135.996,58.86,30.736 -2020-04-16 08:30:00,109.43,131.921,58.86,30.736 -2020-04-16 08:45:00,108.55,130.05200000000002,58.86,30.736 -2020-04-16 09:00:00,107.62,123.76799999999999,52.156000000000006,30.736 -2020-04-16 09:15:00,105.64,121.553,52.156000000000006,30.736 -2020-04-16 09:30:00,105.44,123.573,52.156000000000006,30.736 -2020-04-16 09:45:00,105.36,123.007,52.156000000000006,30.736 -2020-04-16 10:00:00,104.88,118.589,49.034,30.736 -2020-04-16 10:15:00,105.52,118.499,49.034,30.736 -2020-04-16 10:30:00,104.66,116.969,49.034,30.736 -2020-04-16 10:45:00,103.7,117.022,49.034,30.736 -2020-04-16 11:00:00,101.79,111.735,46.53,30.736 -2020-04-16 11:15:00,100.62,112.494,46.53,30.736 -2020-04-16 11:30:00,102.26,113.68,46.53,30.736 -2020-04-16 11:45:00,100.98,114.271,46.53,30.736 -2020-04-16 12:00:00,101.74,109.26899999999999,43.318000000000005,30.736 -2020-04-16 12:15:00,100.04,110.089,43.318000000000005,30.736 -2020-04-16 12:30:00,100.71,109.241,43.318000000000005,30.736 -2020-04-16 12:45:00,98.75,109.965,43.318000000000005,30.736 -2020-04-16 13:00:00,96.55,110.53399999999999,41.608000000000004,30.736 -2020-04-16 13:15:00,101.33,109.822,41.608000000000004,30.736 -2020-04-16 13:30:00,105.43,107.68799999999999,41.608000000000004,30.736 -2020-04-16 13:45:00,99.87,106.266,41.608000000000004,30.736 -2020-04-16 14:00:00,104.65,107.289,41.786,30.736 -2020-04-16 14:15:00,103.74,106.805,41.786,30.736 -2020-04-16 14:30:00,99.2,106.686,41.786,30.736 -2020-04-16 14:45:00,96.98,107.146,41.786,30.736 -2020-04-16 15:00:00,97.32,108.044,44.181999999999995,30.736 -2020-04-16 15:15:00,97.34,106.54299999999999,44.181999999999995,30.736 -2020-04-16 15:30:00,96.99,106.125,44.181999999999995,30.736 -2020-04-16 15:45:00,105.87,105.76,44.181999999999995,30.736 -2020-04-16 16:00:00,108.15,105.584,45.956,30.736 -2020-04-16 16:15:00,109.03,105.436,45.956,30.736 -2020-04-16 16:30:00,102.46,105.414,45.956,30.736 -2020-04-16 16:45:00,107.51,103.3,45.956,30.736 -2020-04-16 17:00:00,105.77,102.85,50.702,30.736 -2020-04-16 17:15:00,109.81,105.25399999999999,50.702,30.736 -2020-04-16 17:30:00,116.22,106.64299999999999,50.702,30.736 -2020-04-16 17:45:00,115.39,108.116,50.702,30.736 -2020-04-16 18:00:00,117.78,108.929,53.595,30.736 -2020-04-16 18:15:00,112.22,110.46799999999999,53.595,30.736 -2020-04-16 18:30:00,111.55,109.307,53.595,30.736 -2020-04-16 18:45:00,116.31,114.927,53.595,30.736 -2020-04-16 19:00:00,115.59,113.14,54.207,30.736 -2020-04-16 19:15:00,112.76,112.333,54.207,30.736 -2020-04-16 19:30:00,111.41,112.33,54.207,30.736 -2020-04-16 19:45:00,109.87,112.74,54.207,30.736 -2020-04-16 20:00:00,110.54,110.89399999999999,56.948,30.736 -2020-04-16 20:15:00,108.79,108.249,56.948,30.736 -2020-04-16 20:30:00,106.12,107.178,56.948,30.736 -2020-04-16 20:45:00,100.7,106.319,56.948,30.736 -2020-04-16 21:00:00,100.63,102.01,52.157,30.736 -2020-04-16 21:15:00,99.93,101.508,52.157,30.736 -2020-04-16 21:30:00,96.78,101.87899999999999,52.157,30.736 -2020-04-16 21:45:00,91.01,101.338,52.157,30.736 -2020-04-16 22:00:00,88.24,96.85600000000001,47.483000000000004,30.736 -2020-04-16 22:15:00,90.64,94.991,47.483000000000004,30.736 -2020-04-16 22:30:00,87.26,83.77600000000001,47.483000000000004,30.736 -2020-04-16 22:45:00,83.96,78.098,47.483000000000004,30.736 -2020-04-16 23:00:00,79.47,70.275,41.978,30.736 -2020-04-16 23:15:00,82.32,68.947,41.978,30.736 -2020-04-16 23:30:00,82.51,68.09100000000001,41.978,30.736 -2020-04-16 23:45:00,79.47,68.702,41.978,30.736 -2020-04-17 00:00:00,75.69,63.902,39.301,30.736 -2020-04-17 00:15:00,80.52,64.638,39.301,30.736 -2020-04-17 00:30:00,79.11,63.152,39.301,30.736 -2020-04-17 00:45:00,74.97,61.931000000000004,39.301,30.736 -2020-04-17 01:00:00,76.44,61.839,37.976,30.736 -2020-04-17 01:15:00,78.63,61.181999999999995,37.976,30.736 -2020-04-17 01:30:00,78.54,60.246,37.976,30.736 -2020-04-17 01:45:00,75.92,59.578,37.976,30.736 -2020-04-17 02:00:00,76.67,61.106,37.041,30.736 -2020-04-17 02:15:00,78.96,60.225,37.041,30.736 -2020-04-17 02:30:00,73.71,63.532,37.041,30.736 -2020-04-17 02:45:00,72.47,63.641000000000005,37.041,30.736 -2020-04-17 03:00:00,72.74,66.71300000000001,37.575,30.736 -2020-04-17 03:15:00,77.67,67.558,37.575,30.736 -2020-04-17 03:30:00,81.93,66.829,37.575,30.736 -2020-04-17 03:45:00,82.98,67.883,37.575,30.736 -2020-04-17 04:00:00,85.63,79.98899999999999,39.058,30.736 -2020-04-17 04:15:00,81.63,91.12700000000001,39.058,30.736 -2020-04-17 04:30:00,87.46,91.634,39.058,30.736 -2020-04-17 04:45:00,88.26,92.454,39.058,30.736 -2020-04-17 05:00:00,94.18,124.83,43.256,30.736 -2020-04-17 05:15:00,97.98,157.922,43.256,30.736 -2020-04-17 05:30:00,101.19,147.47299999999998,43.256,30.736 -2020-04-17 05:45:00,104.3,136.907,43.256,30.736 -2020-04-17 06:00:00,109.57,138.972,56.093999999999994,30.736 -2020-04-17 06:15:00,110.1,143.366,56.093999999999994,30.736 -2020-04-17 06:30:00,111.6,140.194,56.093999999999994,30.736 -2020-04-17 06:45:00,112.04,141.218,56.093999999999994,30.736 -2020-04-17 07:00:00,113.63,143.342,66.92699999999999,30.736 -2020-04-17 07:15:00,113.48,144.96,66.92699999999999,30.736 -2020-04-17 07:30:00,114.3,141.72799999999998,66.92699999999999,30.736 -2020-04-17 07:45:00,111.17,138.004,66.92699999999999,30.736 -2020-04-17 08:00:00,109.06,135.482,60.332,30.736 -2020-04-17 08:15:00,108.75,134.251,60.332,30.736 -2020-04-17 08:30:00,108.96,130.61,60.332,30.736 -2020-04-17 08:45:00,111.11,127.825,60.332,30.736 -2020-04-17 09:00:00,107.04,120.291,56.085,30.736 -2020-04-17 09:15:00,107.43,119.624,56.085,30.736 -2020-04-17 09:30:00,106.4,120.985,56.085,30.736 -2020-04-17 09:45:00,106.21,120.639,56.085,30.736 -2020-04-17 10:00:00,104.57,115.45100000000001,52.91,30.736 -2020-04-17 10:15:00,105.96,115.67200000000001,52.91,30.736 -2020-04-17 10:30:00,107.27,114.46600000000001,52.91,30.736 -2020-04-17 10:45:00,103.6,114.225,52.91,30.736 -2020-04-17 11:00:00,104.04,109.054,52.278999999999996,30.736 -2020-04-17 11:15:00,101.25,108.65100000000001,52.278999999999996,30.736 -2020-04-17 11:30:00,100.24,110.637,52.278999999999996,30.736 -2020-04-17 11:45:00,100.36,110.69200000000001,52.278999999999996,30.736 -2020-04-17 12:00:00,98.31,106.641,49.023999999999994,30.736 -2020-04-17 12:15:00,98.3,105.836,49.023999999999994,30.736 -2020-04-17 12:30:00,98.9,105.109,49.023999999999994,30.736 -2020-04-17 12:45:00,96.92,105.68,49.023999999999994,30.736 -2020-04-17 13:00:00,95.35,107.199,46.82,30.736 -2020-04-17 13:15:00,94.15,107.081,46.82,30.736 -2020-04-17 13:30:00,95.45,105.429,46.82,30.736 -2020-04-17 13:45:00,95.7,104.15100000000001,46.82,30.736 -2020-04-17 14:00:00,96.68,104.079,45.756,30.736 -2020-04-17 14:15:00,94.93,103.727,45.756,30.736 -2020-04-17 14:30:00,95.22,104.76,45.756,30.736 -2020-04-17 14:45:00,96.43,104.99799999999999,45.756,30.736 -2020-04-17 15:00:00,98.56,105.598,47.56,30.736 -2020-04-17 15:15:00,96.36,103.66799999999999,47.56,30.736 -2020-04-17 15:30:00,98.86,101.962,47.56,30.736 -2020-04-17 15:45:00,99.49,102.11399999999999,47.56,30.736 -2020-04-17 16:00:00,100.98,100.829,49.581,30.736 -2020-04-17 16:15:00,102.21,101.12700000000001,49.581,30.736 -2020-04-17 16:30:00,103.54,101.053,49.581,30.736 -2020-04-17 16:45:00,105.31,98.324,49.581,30.736 -2020-04-17 17:00:00,109.87,99.141,53.918,30.736 -2020-04-17 17:15:00,105.24,101.18,53.918,30.736 -2020-04-17 17:30:00,108.79,102.488,53.918,30.736 -2020-04-17 17:45:00,108.09,103.699,53.918,30.736 -2020-04-17 18:00:00,109.81,104.992,54.266000000000005,30.736 -2020-04-17 18:15:00,106.31,105.728,54.266000000000005,30.736 -2020-04-17 18:30:00,105.75,104.70200000000001,54.266000000000005,30.736 -2020-04-17 18:45:00,105.56,110.596,54.266000000000005,30.736 -2020-04-17 19:00:00,104.01,109.889,54.092,30.736 -2020-04-17 19:15:00,101.85,110.20700000000001,54.092,30.736 -2020-04-17 19:30:00,103.45,110.035,54.092,30.736 -2020-04-17 19:45:00,104.61,109.553,54.092,30.736 -2020-04-17 20:00:00,101.81,107.604,59.038999999999994,30.736 -2020-04-17 20:15:00,104.72,105.49,59.038999999999994,30.736 -2020-04-17 20:30:00,104.95,104.11200000000001,59.038999999999994,30.736 -2020-04-17 20:45:00,104.9,103.052,59.038999999999994,30.736 -2020-04-17 21:00:00,92.54,99.882,53.346000000000004,30.736 -2020-04-17 21:15:00,89.07,100.73,53.346000000000004,30.736 -2020-04-17 21:30:00,86.36,101.012,53.346000000000004,30.736 -2020-04-17 21:45:00,91.79,100.928,53.346000000000004,30.736 -2020-04-17 22:00:00,87.88,96.88600000000001,47.938,30.736 -2020-04-17 22:15:00,87.19,94.811,47.938,30.736 -2020-04-17 22:30:00,79.25,90.098,47.938,30.736 -2020-04-17 22:45:00,78.07,86.851,47.938,30.736 -2020-04-17 23:00:00,78.74,79.878,40.266,30.736 -2020-04-17 23:15:00,79.25,76.51899999999999,40.266,30.736 -2020-04-17 23:30:00,79.44,73.683,40.266,30.736 -2020-04-17 23:45:00,72.93,73.869,40.266,30.736 -2020-04-18 00:00:00,72.24,62.902,39.184,30.618000000000002 -2020-04-18 00:15:00,74.92,61.023999999999994,39.184,30.618000000000002 -2020-04-18 00:30:00,73.65,59.887,39.184,30.618000000000002 -2020-04-18 00:45:00,71.07,58.537,39.184,30.618000000000002 -2020-04-18 01:00:00,64.33,58.955,34.692,30.618000000000002 -2020-04-18 01:15:00,65.67,58.178000000000004,34.692,30.618000000000002 -2020-04-18 01:30:00,64.17,56.406000000000006,34.692,30.618000000000002 -2020-04-18 01:45:00,68.34,56.482,34.692,30.618000000000002 -2020-04-18 02:00:00,71.5,57.685,32.919000000000004,30.618000000000002 -2020-04-18 02:15:00,72.43,56.059,32.919000000000004,30.618000000000002 -2020-04-18 02:30:00,69.43,58.281000000000006,32.919000000000004,30.618000000000002 -2020-04-18 02:45:00,69.21,58.986000000000004,32.919000000000004,30.618000000000002 -2020-04-18 03:00:00,72.51,61.458999999999996,32.024,30.618000000000002 -2020-04-18 03:15:00,68.08,61.188,32.024,30.618000000000002 -2020-04-18 03:30:00,66.16,59.88399999999999,32.024,30.618000000000002 -2020-04-18 03:45:00,64.76,62.033,32.024,30.618000000000002 -2020-04-18 04:00:00,66.57,70.758,31.958000000000002,30.618000000000002 -2020-04-18 04:15:00,67.33,79.971,31.958000000000002,30.618000000000002 -2020-04-18 04:30:00,66.23,78.243,31.958000000000002,30.618000000000002 -2020-04-18 04:45:00,64.3,78.995,31.958000000000002,30.618000000000002 -2020-04-18 05:00:00,64.93,97.959,32.75,30.618000000000002 -2020-04-18 05:15:00,66.66,114.07,32.75,30.618000000000002 -2020-04-18 05:30:00,67.03,104.89,32.75,30.618000000000002 -2020-04-18 05:45:00,70.54,100.15,32.75,30.618000000000002 -2020-04-18 06:00:00,71.71,118.912,34.461999999999996,30.618000000000002 -2020-04-18 06:15:00,73.46,136.754,34.461999999999996,30.618000000000002 -2020-04-18 06:30:00,75.72,128.946,34.461999999999996,30.618000000000002 -2020-04-18 06:45:00,76.77,123.31,34.461999999999996,30.618000000000002 -2020-04-18 07:00:00,78.94,122.14299999999999,37.736,30.618000000000002 -2020-04-18 07:15:00,78.58,122.23200000000001,37.736,30.618000000000002 -2020-04-18 07:30:00,79.45,121.365,37.736,30.618000000000002 -2020-04-18 07:45:00,80.73,120.3,37.736,30.618000000000002 -2020-04-18 08:00:00,80.41,120.022,42.34,30.618000000000002 -2020-04-18 08:15:00,80.62,120.61,42.34,30.618000000000002 -2020-04-18 08:30:00,79.58,117.786,42.34,30.618000000000002 -2020-04-18 08:45:00,79.67,117.322,42.34,30.618000000000002 -2020-04-18 09:00:00,77.81,112.633,43.571999999999996,30.618000000000002 -2020-04-18 09:15:00,76.73,112.691,43.571999999999996,30.618000000000002 -2020-04-18 09:30:00,75.68,114.87700000000001,43.571999999999996,30.618000000000002 -2020-04-18 09:45:00,75.15,114.365,43.571999999999996,30.618000000000002 -2020-04-18 10:00:00,74.84,109.54700000000001,40.514,30.618000000000002 -2020-04-18 10:15:00,76.04,110.12799999999999,40.514,30.618000000000002 -2020-04-18 10:30:00,76.37,108.82600000000001,40.514,30.618000000000002 -2020-04-18 10:45:00,75.02,109.126,40.514,30.618000000000002 -2020-04-18 11:00:00,73.78,103.92299999999999,36.388000000000005,30.618000000000002 -2020-04-18 11:15:00,72.94,103.676,36.388000000000005,30.618000000000002 -2020-04-18 11:30:00,70.92,105.191,36.388000000000005,30.618000000000002 -2020-04-18 11:45:00,69.83,105.12100000000001,36.388000000000005,30.618000000000002 -2020-04-18 12:00:00,67.19,100.64200000000001,35.217,30.618000000000002 -2020-04-18 12:15:00,67.12,100.725,35.217,30.618000000000002 -2020-04-18 12:30:00,65.58,100.066,35.217,30.618000000000002 -2020-04-18 12:45:00,65.28,100.61399999999999,35.217,30.618000000000002 -2020-04-18 13:00:00,61.25,101.42399999999999,32.001999999999995,30.618000000000002 -2020-04-18 13:15:00,62.76,99.764,32.001999999999995,30.618000000000002 -2020-04-18 13:30:00,62.74,97.959,32.001999999999995,30.618000000000002 -2020-04-18 13:45:00,62.56,96.169,32.001999999999995,30.618000000000002 -2020-04-18 14:00:00,63.31,96.9,31.304000000000002,30.618000000000002 -2020-04-18 14:15:00,63.14,95.477,31.304000000000002,30.618000000000002 -2020-04-18 14:30:00,63.14,95.135,31.304000000000002,30.618000000000002 -2020-04-18 14:45:00,64.8,95.787,31.304000000000002,30.618000000000002 -2020-04-18 15:00:00,65.13,97.071,34.731,30.618000000000002 -2020-04-18 15:15:00,65.05,96.014,34.731,30.618000000000002 -2020-04-18 15:30:00,66.87,95.29700000000001,34.731,30.618000000000002 -2020-04-18 15:45:00,69.39,94.9,34.731,30.618000000000002 -2020-04-18 16:00:00,71.14,94.525,38.769,30.618000000000002 -2020-04-18 16:15:00,72.55,94.76299999999999,38.769,30.618000000000002 -2020-04-18 16:30:00,74.77,94.803,38.769,30.618000000000002 -2020-04-18 16:45:00,76.84,92.49600000000001,38.769,30.618000000000002 -2020-04-18 17:00:00,79.92,92.44,44.928000000000004,30.618000000000002 -2020-04-18 17:15:00,79.83,94.03399999999999,44.928000000000004,30.618000000000002 -2020-04-18 17:30:00,81.4,95.20200000000001,44.928000000000004,30.618000000000002 -2020-04-18 17:45:00,81.53,96.46799999999999,44.928000000000004,30.618000000000002 -2020-04-18 18:00:00,85.84,98.512,47.786,30.618000000000002 -2020-04-18 18:15:00,83.87,101.316,47.786,30.618000000000002 -2020-04-18 18:30:00,81.87,101.869,47.786,30.618000000000002 -2020-04-18 18:45:00,81.6,103.727,47.786,30.618000000000002 -2020-04-18 19:00:00,82.11,102.561,47.463,30.618000000000002 -2020-04-18 19:15:00,80.38,101.963,47.463,30.618000000000002 -2020-04-18 19:30:00,82.61,102.70299999999999,47.463,30.618000000000002 -2020-04-18 19:45:00,81.66,103.302,47.463,30.618000000000002 -2020-04-18 20:00:00,78.44,103.012,43.735,30.618000000000002 -2020-04-18 20:15:00,77.86,101.625,43.735,30.618000000000002 -2020-04-18 20:30:00,76.06,99.522,43.735,30.618000000000002 -2020-04-18 20:45:00,75.04,99.48700000000001,43.735,30.618000000000002 -2020-04-18 21:00:00,69.71,96.571,40.346,30.618000000000002 -2020-04-18 21:15:00,69.85,97.436,40.346,30.618000000000002 -2020-04-18 21:30:00,66.1,98.477,40.346,30.618000000000002 -2020-04-18 21:45:00,66.61,97.851,40.346,30.618000000000002 -2020-04-18 22:00:00,63.91,94.52,39.323,30.618000000000002 -2020-04-18 22:15:00,63.83,93.944,39.323,30.618000000000002 -2020-04-18 22:30:00,61.62,92.242,39.323,30.618000000000002 -2020-04-18 22:45:00,61.98,90.219,39.323,30.618000000000002 -2020-04-18 23:00:00,56.73,84.055,33.716,30.618000000000002 -2020-04-18 23:15:00,56.39,80.14699999999999,33.716,30.618000000000002 -2020-04-18 23:30:00,56.57,78.0,33.716,30.618000000000002 -2020-04-18 23:45:00,57.7,77.148,33.716,30.618000000000002 -2020-04-19 00:00:00,47.91,63.659,28.703000000000003,30.618000000000002 -2020-04-19 00:15:00,49.58,60.85,28.703000000000003,30.618000000000002 -2020-04-19 00:30:00,48.9,59.416000000000004,28.703000000000003,30.618000000000002 -2020-04-19 00:45:00,51.89,58.347,28.703000000000003,30.618000000000002 -2020-04-19 01:00:00,48.88,58.867,26.171,30.618000000000002 -2020-04-19 01:15:00,49.69,58.504,26.171,30.618000000000002 -2020-04-19 01:30:00,47.4,56.879,26.171,30.618000000000002 -2020-04-19 01:45:00,50.6,56.542,26.171,30.618000000000002 -2020-04-19 02:00:00,48.49,57.409,25.326999999999998,30.618000000000002 -2020-04-19 02:15:00,49.54,55.821000000000005,25.326999999999998,30.618000000000002 -2020-04-19 02:30:00,49.42,58.62,25.326999999999998,30.618000000000002 -2020-04-19 02:45:00,49.28,59.363,25.326999999999998,30.618000000000002 -2020-04-19 03:00:00,49.27,62.45399999999999,24.311999999999998,30.618000000000002 -2020-04-19 03:15:00,50.12,62.077,24.311999999999998,30.618000000000002 -2020-04-19 03:30:00,50.56,60.961999999999996,24.311999999999998,30.618000000000002 -2020-04-19 03:45:00,51.01,62.55,24.311999999999998,30.618000000000002 -2020-04-19 04:00:00,52.33,71.09100000000001,25.33,30.618000000000002 -2020-04-19 04:15:00,53.42,79.464,25.33,30.618000000000002 -2020-04-19 04:30:00,54.02,78.689,25.33,30.618000000000002 -2020-04-19 04:45:00,52.87,79.245,25.33,30.618000000000002 -2020-04-19 05:00:00,53.79,96.527,25.309,30.618000000000002 -2020-04-19 05:15:00,55.01,110.838,25.309,30.618000000000002 -2020-04-19 05:30:00,54.77,101.319,25.309,30.618000000000002 -2020-04-19 05:45:00,56.87,96.553,25.309,30.618000000000002 -2020-04-19 06:00:00,58.42,113.615,25.945999999999998,30.618000000000002 -2020-04-19 06:15:00,58.63,131.168,25.945999999999998,30.618000000000002 -2020-04-19 06:30:00,59.65,122.322,25.945999999999998,30.618000000000002 -2020-04-19 06:45:00,61.3,115.475,25.945999999999998,30.618000000000002 -2020-04-19 07:00:00,62.91,115.682,27.87,30.618000000000002 -2020-04-19 07:15:00,63.9,114.219,27.87,30.618000000000002 -2020-04-19 07:30:00,64.4,113.54899999999999,27.87,30.618000000000002 -2020-04-19 07:45:00,63.96,112.075,27.87,30.618000000000002 -2020-04-19 08:00:00,62.93,113.177,32.114000000000004,30.618000000000002 -2020-04-19 08:15:00,62.87,114.525,32.114000000000004,30.618000000000002 -2020-04-19 08:30:00,62.0,113.11399999999999,32.114000000000004,30.618000000000002 -2020-04-19 08:45:00,61.46,113.685,32.114000000000004,30.618000000000002 -2020-04-19 09:00:00,60.12,108.691,34.222,30.618000000000002 -2020-04-19 09:15:00,60.81,108.734,34.222,30.618000000000002 -2020-04-19 09:30:00,59.84,111.131,34.222,30.618000000000002 -2020-04-19 09:45:00,60.52,111.23299999999999,34.222,30.618000000000002 -2020-04-19 10:00:00,60.88,108.11,34.544000000000004,30.618000000000002 -2020-04-19 10:15:00,63.47,109.119,34.544000000000004,30.618000000000002 -2020-04-19 10:30:00,64.28,108.31299999999999,34.544000000000004,30.618000000000002 -2020-04-19 10:45:00,64.13,108.21,34.544000000000004,30.618000000000002 -2020-04-19 11:00:00,60.96,103.27799999999999,36.368,30.618000000000002 -2020-04-19 11:15:00,60.33,102.855,36.368,30.618000000000002 -2020-04-19 11:30:00,57.6,104.197,36.368,30.618000000000002 -2020-04-19 11:45:00,56.64,104.645,36.368,30.618000000000002 -2020-04-19 12:00:00,54.74,100.47,32.433,30.618000000000002 -2020-04-19 12:15:00,53.47,101.291,32.433,30.618000000000002 -2020-04-19 12:30:00,53.55,99.87299999999999,32.433,30.618000000000002 -2020-04-19 12:45:00,53.72,99.48299999999999,32.433,30.618000000000002 -2020-04-19 13:00:00,52.34,99.73100000000001,28.971999999999998,30.618000000000002 -2020-04-19 13:15:00,52.36,99.473,28.971999999999998,30.618000000000002 -2020-04-19 13:30:00,52.22,96.885,28.971999999999998,30.618000000000002 -2020-04-19 13:45:00,53.3,95.381,28.971999999999998,30.618000000000002 -2020-04-19 14:00:00,52.13,97.029,25.531999999999996,30.618000000000002 -2020-04-19 14:15:00,52.55,96.542,25.531999999999996,30.618000000000002 -2020-04-19 14:30:00,52.58,96.13799999999999,25.531999999999996,30.618000000000002 -2020-04-19 14:45:00,53.01,95.916,25.531999999999996,30.618000000000002 -2020-04-19 15:00:00,55.7,96.435,25.766,30.618000000000002 -2020-04-19 15:15:00,59.0,95.31299999999999,25.766,30.618000000000002 -2020-04-19 15:30:00,60.62,94.788,25.766,30.618000000000002 -2020-04-19 15:45:00,65.31,94.945,25.766,30.618000000000002 -2020-04-19 16:00:00,66.6,94.571,29.232,30.618000000000002 -2020-04-19 16:15:00,66.2,94.41799999999999,29.232,30.618000000000002 -2020-04-19 16:30:00,70.78,95.229,29.232,30.618000000000002 -2020-04-19 16:45:00,71.98,92.97,29.232,30.618000000000002 -2020-04-19 17:00:00,74.6,93.13,37.431,30.618000000000002 -2020-04-19 17:15:00,75.63,95.47,37.431,30.618000000000002 -2020-04-19 17:30:00,77.0,97.29899999999999,37.431,30.618000000000002 -2020-04-19 17:45:00,78.99,100.04899999999999,37.431,30.618000000000002 -2020-04-19 18:00:00,82.25,102.135,41.251999999999995,30.618000000000002 -2020-04-19 18:15:00,79.87,105.406,41.251999999999995,30.618000000000002 -2020-04-19 18:30:00,79.78,104.67200000000001,41.251999999999995,30.618000000000002 -2020-04-19 18:45:00,79.99,107.59899999999999,41.251999999999995,30.618000000000002 -2020-04-19 19:00:00,81.9,107.616,41.784,30.618000000000002 -2020-04-19 19:15:00,82.8,106.60600000000001,41.784,30.618000000000002 -2020-04-19 19:30:00,87.07,107.10799999999999,41.784,30.618000000000002 -2020-04-19 19:45:00,85.32,108.184,41.784,30.618000000000002 -2020-04-19 20:00:00,87.59,107.975,40.804,30.618000000000002 -2020-04-19 20:15:00,90.05,107.021,40.804,30.618000000000002 -2020-04-19 20:30:00,90.49,106.132,40.804,30.618000000000002 -2020-04-19 20:45:00,89.62,104.4,40.804,30.618000000000002 -2020-04-19 21:00:00,81.38,100.014,38.379,30.618000000000002 -2020-04-19 21:15:00,84.66,100.369,38.379,30.618000000000002 -2020-04-19 21:30:00,77.57,101.12200000000001,38.379,30.618000000000002 -2020-04-19 21:45:00,78.05,100.834,38.379,30.618000000000002 -2020-04-19 22:00:00,77.86,98.241,37.87,30.618000000000002 -2020-04-19 22:15:00,82.24,96.18799999999999,37.87,30.618000000000002 -2020-04-19 22:30:00,80.13,92.486,37.87,30.618000000000002 -2020-04-19 22:45:00,76.14,89.17200000000001,37.87,30.618000000000002 -2020-04-19 23:00:00,67.84,81.33,33.332,30.618000000000002 -2020-04-19 23:15:00,72.28,79.26100000000001,33.332,30.618000000000002 -2020-04-19 23:30:00,75.58,77.17699999999999,33.332,30.618000000000002 -2020-04-19 23:45:00,73.37,76.899,33.332,30.618000000000002 -2020-04-20 00:00:00,69.74,66.392,34.698,30.736 -2020-04-20 00:15:00,72.46,65.615,34.698,30.736 -2020-04-20 00:30:00,70.41,63.977,34.698,30.736 -2020-04-20 00:45:00,69.96,62.376000000000005,34.698,30.736 -2020-04-20 01:00:00,66.93,63.148,32.889,30.736 -2020-04-20 01:15:00,72.98,62.507,32.889,30.736 -2020-04-20 01:30:00,73.29,61.136,32.889,30.736 -2020-04-20 01:45:00,71.28,60.791000000000004,32.889,30.736 -2020-04-20 02:00:00,68.66,61.93899999999999,32.06,30.736 -2020-04-20 02:15:00,73.7,60.363,32.06,30.736 -2020-04-20 02:30:00,73.14,63.458999999999996,32.06,30.736 -2020-04-20 02:45:00,73.33,63.801,32.06,30.736 -2020-04-20 03:00:00,67.47,67.866,30.515,30.736 -2020-04-20 03:15:00,68.31,68.77,30.515,30.736 -2020-04-20 03:30:00,68.12,67.986,30.515,30.736 -2020-04-20 03:45:00,69.11,69.008,30.515,30.736 -2020-04-20 04:00:00,74.41,81.767,31.436,30.736 -2020-04-20 04:15:00,77.05,94.147,31.436,30.736 -2020-04-20 04:30:00,80.21,94.115,31.436,30.736 -2020-04-20 04:45:00,83.85,94.995,31.436,30.736 -2020-04-20 05:00:00,92.02,124.523,38.997,30.736 -2020-04-20 05:15:00,94.95,155.561,38.997,30.736 -2020-04-20 05:30:00,97.01,145.115,38.997,30.736 -2020-04-20 05:45:00,100.5,135.55100000000002,38.997,30.736 -2020-04-20 06:00:00,105.42,137.136,54.97,30.736 -2020-04-20 06:15:00,107.37,141.161,54.97,30.736 -2020-04-20 06:30:00,110.05,138.94799999999998,54.97,30.736 -2020-04-20 06:45:00,111.02,140.03,54.97,30.736 -2020-04-20 07:00:00,115.16,142.121,66.032,30.736 -2020-04-20 07:15:00,112.2,142.808,66.032,30.736 -2020-04-20 07:30:00,115.55,141.128,66.032,30.736 -2020-04-20 07:45:00,114.85,138.559,66.032,30.736 -2020-04-20 08:00:00,113.82,136.049,59.941,30.736 -2020-04-20 08:15:00,117.57,135.525,59.941,30.736 -2020-04-20 08:30:00,120.95,131.31799999999998,59.941,30.736 -2020-04-20 08:45:00,120.25,130.308,59.941,30.736 -2020-04-20 09:00:00,121.46,124.26299999999999,54.016000000000005,30.736 -2020-04-20 09:15:00,120.31,121.29700000000001,54.016000000000005,30.736 -2020-04-20 09:30:00,119.35,122.581,54.016000000000005,30.736 -2020-04-20 09:45:00,116.25,121.405,54.016000000000005,30.736 -2020-04-20 10:00:00,114.59,118.214,50.63,30.736 -2020-04-20 10:15:00,118.18,118.99600000000001,50.63,30.736 -2020-04-20 10:30:00,111.25,117.441,50.63,30.736 -2020-04-20 10:45:00,112.04,116.792,50.63,30.736 -2020-04-20 11:00:00,118.8,110.635,49.951,30.736 -2020-04-20 11:15:00,119.3,111.428,49.951,30.736 -2020-04-20 11:30:00,123.96,113.979,49.951,30.736 -2020-04-20 11:45:00,126.42,114.51899999999999,49.951,30.736 -2020-04-20 12:00:00,124.57,110.541,46.913000000000004,30.736 -2020-04-20 12:15:00,122.52,111.43799999999999,46.913000000000004,30.736 -2020-04-20 12:30:00,115.69,109.486,46.913000000000004,30.736 -2020-04-20 12:45:00,118.2,109.985,46.913000000000004,30.736 -2020-04-20 13:00:00,113.18,111.163,47.093999999999994,30.736 -2020-04-20 13:15:00,112.18,109.56700000000001,47.093999999999994,30.736 -2020-04-20 13:30:00,112.03,106.774,47.093999999999994,30.736 -2020-04-20 13:45:00,106.19,105.821,47.093999999999994,30.736 -2020-04-20 14:00:00,99.72,106.662,46.678000000000004,30.736 -2020-04-20 14:15:00,107.85,106.13,46.678000000000004,30.736 -2020-04-20 14:30:00,105.99,105.26899999999999,46.678000000000004,30.736 -2020-04-20 14:45:00,95.87,106.25399999999999,46.678000000000004,30.736 -2020-04-20 15:00:00,100.13,107.649,47.715,30.736 -2020-04-20 15:15:00,102.74,105.315,47.715,30.736 -2020-04-20 15:30:00,106.75,104.714,47.715,30.736 -2020-04-20 15:45:00,109.06,104.306,47.715,30.736 -2020-04-20 16:00:00,111.0,104.484,49.81100000000001,30.736 -2020-04-20 16:15:00,110.49,103.917,49.81100000000001,30.736 -2020-04-20 16:30:00,109.82,103.781,49.81100000000001,30.736 -2020-04-20 16:45:00,113.31,100.8,49.81100000000001,30.736 -2020-04-20 17:00:00,114.39,100.116,55.591,30.736 -2020-04-20 17:15:00,113.67,102.141,55.591,30.736 -2020-04-20 17:30:00,113.09,103.419,55.591,30.736 -2020-04-20 17:45:00,114.97,105.07,55.591,30.736 -2020-04-20 18:00:00,116.55,106.62,56.523,30.736 -2020-04-20 18:15:00,113.53,107.551,56.523,30.736 -2020-04-20 18:30:00,111.92,106.67,56.523,30.736 -2020-04-20 18:45:00,111.5,112.01299999999999,56.523,30.736 -2020-04-20 19:00:00,109.89,110.913,56.044,30.736 -2020-04-20 19:15:00,115.06,110.16,56.044,30.736 -2020-04-20 19:30:00,113.63,110.69200000000001,56.044,30.736 -2020-04-20 19:45:00,112.78,110.954,56.044,30.736 -2020-04-20 20:00:00,101.75,108.655,61.715,30.736 -2020-04-20 20:15:00,100.7,107.319,61.715,30.736 -2020-04-20 20:30:00,100.68,105.82600000000001,61.715,30.736 -2020-04-20 20:45:00,100.06,105.12200000000001,61.715,30.736 -2020-04-20 21:00:00,99.18,100.616,56.24,30.736 -2020-04-20 21:15:00,98.71,100.664,56.24,30.736 -2020-04-20 21:30:00,94.69,101.24700000000001,56.24,30.736 -2020-04-20 21:45:00,91.68,100.58200000000001,56.24,30.736 -2020-04-20 22:00:00,88.84,95.15299999999999,50.437,30.736 -2020-04-20 22:15:00,88.96,93.74600000000001,50.437,30.736 -2020-04-20 22:30:00,84.92,82.199,50.437,30.736 -2020-04-20 22:45:00,85.41,76.347,50.437,30.736 -2020-04-20 23:00:00,81.6,68.904,42.756,30.736 -2020-04-20 23:15:00,81.0,67.168,42.756,30.736 -2020-04-20 23:30:00,80.1,66.495,42.756,30.736 -2020-04-20 23:45:00,81.46,67.245,42.756,30.736 -2020-04-21 00:00:00,77.51,64.109,39.857,30.736 -2020-04-21 00:15:00,75.11,64.649,39.857,30.736 -2020-04-21 00:30:00,73.12,63.016999999999996,39.857,30.736 -2020-04-21 00:45:00,78.89,61.471000000000004,39.857,30.736 -2020-04-21 01:00:00,78.67,61.772,37.233000000000004,30.736 -2020-04-21 01:15:00,77.8,60.961000000000006,37.233000000000004,30.736 -2020-04-21 01:30:00,72.87,59.566,37.233000000000004,30.736 -2020-04-21 01:45:00,74.1,59.026,37.233000000000004,30.736 -2020-04-21 02:00:00,78.95,59.831,35.856,30.736 -2020-04-21 02:15:00,78.47,58.976000000000006,35.856,30.736 -2020-04-21 02:30:00,72.53,61.526,35.856,30.736 -2020-04-21 02:45:00,71.94,62.106,35.856,30.736 -2020-04-21 03:00:00,74.86,65.212,34.766999999999996,30.736 -2020-04-21 03:15:00,80.59,66.313,34.766999999999996,30.736 -2020-04-21 03:30:00,83.48,65.743,34.766999999999996,30.736 -2020-04-21 03:45:00,83.58,66.119,34.766999999999996,30.736 -2020-04-21 04:00:00,79.94,77.88,35.468,30.736 -2020-04-21 04:15:00,82.73,90.056,35.468,30.736 -2020-04-21 04:30:00,86.26,89.789,35.468,30.736 -2020-04-21 04:45:00,87.7,91.59100000000001,35.468,30.736 -2020-04-21 05:00:00,95.23,124.53200000000001,40.399,30.736 -2020-04-21 05:15:00,98.1,155.803,40.399,30.736 -2020-04-21 05:30:00,100.01,144.778,40.399,30.736 -2020-04-21 05:45:00,102.09,134.755,40.399,30.736 -2020-04-21 06:00:00,107.66,136.52100000000002,54.105,30.736 -2020-04-21 06:15:00,108.52,141.458,54.105,30.736 -2020-04-21 06:30:00,110.71,138.69,54.105,30.736 -2020-04-21 06:45:00,111.29,138.968,54.105,30.736 -2020-04-21 07:00:00,110.64,141.067,63.083,30.736 -2020-04-21 07:15:00,112.61,141.486,63.083,30.736 -2020-04-21 07:30:00,117.23,139.503,63.083,30.736 -2020-04-21 07:45:00,111.61,136.388,63.083,30.736 -2020-04-21 08:00:00,109.22,133.88299999999998,57.254,30.736 -2020-04-21 08:15:00,106.0,132.562,57.254,30.736 -2020-04-21 08:30:00,108.93,128.343,57.254,30.736 -2020-04-21 08:45:00,111.02,126.616,57.254,30.736 -2020-04-21 09:00:00,108.14,120.348,51.395,30.736 -2020-04-21 09:15:00,111.76,118.16,51.395,30.736 -2020-04-21 09:30:00,112.64,120.26700000000001,51.395,30.736 -2020-04-21 09:45:00,108.02,119.867,51.395,30.736 -2020-04-21 10:00:00,106.08,115.491,48.201,30.736 -2020-04-21 10:15:00,104.55,115.639,48.201,30.736 -2020-04-21 10:30:00,104.69,114.223,48.201,30.736 -2020-04-21 10:45:00,104.67,114.375,48.201,30.736 -2020-04-21 11:00:00,103.29,109.04799999999999,46.133,30.736 -2020-04-21 11:15:00,102.35,109.921,46.133,30.736 -2020-04-21 11:30:00,98.0,111.10700000000001,46.133,30.736 -2020-04-21 11:45:00,100.05,111.792,46.133,30.736 -2020-04-21 12:00:00,95.93,106.93700000000001,44.243,30.736 -2020-04-21 12:15:00,104.04,107.79700000000001,44.243,30.736 -2020-04-21 12:30:00,105.24,106.734,44.243,30.736 -2020-04-21 12:45:00,107.04,107.476,44.243,30.736 -2020-04-21 13:00:00,100.69,108.23700000000001,45.042,30.736 -2020-04-21 13:15:00,99.99,107.499,45.042,30.736 -2020-04-21 13:30:00,104.95,105.37799999999999,45.042,30.736 -2020-04-21 13:45:00,111.42,103.964,45.042,30.736 -2020-04-21 14:00:00,114.25,105.295,44.062,30.736 -2020-04-21 14:15:00,112.57,104.719,44.062,30.736 -2020-04-21 14:30:00,109.07,104.374,44.062,30.736 -2020-04-21 14:45:00,106.59,104.85,44.062,30.736 -2020-04-21 15:00:00,113.59,105.935,46.461999999999996,30.736 -2020-04-21 15:15:00,116.36,104.32,46.461999999999996,30.736 -2020-04-21 15:30:00,115.99,103.68299999999999,46.461999999999996,30.736 -2020-04-21 15:45:00,113.69,103.225,46.461999999999996,30.736 -2020-04-21 16:00:00,109.01,103.26299999999999,48.802,30.736 -2020-04-21 16:15:00,111.19,102.992,48.802,30.736 -2020-04-21 16:30:00,117.84,102.99799999999999,48.802,30.736 -2020-04-21 16:45:00,116.61,100.555,48.802,30.736 -2020-04-21 17:00:00,119.91,100.361,55.672,30.736 -2020-04-21 17:15:00,117.41,102.63799999999999,55.672,30.736 -2020-04-21 17:30:00,119.66,104.00299999999999,55.672,30.736 -2020-04-21 17:45:00,120.44,105.34700000000001,55.672,30.736 -2020-04-21 18:00:00,118.14,106.23299999999999,57.006,30.736 -2020-04-21 18:15:00,114.94,107.87,57.006,30.736 -2020-04-21 18:30:00,117.32,106.64200000000001,57.006,30.736 -2020-04-21 18:45:00,117.13,112.29299999999999,57.006,30.736 -2020-04-21 19:00:00,110.96,110.45100000000001,57.148,30.736 -2020-04-21 19:15:00,108.42,109.675,57.148,30.736 -2020-04-21 19:30:00,113.5,109.726,57.148,30.736 -2020-04-21 19:45:00,116.0,110.249,57.148,30.736 -2020-04-21 20:00:00,107.84,108.26299999999999,61.895,30.736 -2020-04-21 20:15:00,108.53,105.655,61.895,30.736 -2020-04-21 20:30:00,108.46,104.756,61.895,30.736 -2020-04-21 20:45:00,106.57,104.056,61.895,30.736 -2020-04-21 21:00:00,95.96,99.756,54.78,30.736 -2020-04-21 21:15:00,98.48,99.322,54.78,30.736 -2020-04-21 21:30:00,95.81,99.62700000000001,54.78,30.736 -2020-04-21 21:45:00,93.29,99.24,54.78,30.736 -2020-04-21 22:00:00,84.54,94.82799999999999,50.76,30.736 -2020-04-21 22:15:00,88.53,93.089,50.76,30.736 -2020-04-21 22:30:00,86.77,81.759,50.76,30.736 -2020-04-21 22:45:00,86.04,76.04,50.76,30.736 -2020-04-21 23:00:00,75.63,68.074,44.162,30.736 -2020-04-21 23:15:00,72.93,66.936,44.162,30.736 -2020-04-21 23:30:00,77.07,66.072,44.162,30.736 -2020-04-21 23:45:00,80.79,66.721,44.162,30.736 -2020-04-22 00:00:00,77.42,63.72,39.061,30.736 -2020-04-22 00:15:00,75.61,64.27199999999999,39.061,30.736 -2020-04-22 00:30:00,73.58,62.63399999999999,39.061,30.736 -2020-04-22 00:45:00,72.45,61.093,39.061,30.736 -2020-04-22 01:00:00,69.55,61.388000000000005,35.795,30.736 -2020-04-22 01:15:00,76.2,60.552,35.795,30.736 -2020-04-22 01:30:00,70.64,59.136,35.795,30.736 -2020-04-22 01:45:00,71.82,58.599,35.795,30.736 -2020-04-22 02:00:00,71.59,59.394,33.316,30.736 -2020-04-22 02:15:00,78.92,58.523,33.316,30.736 -2020-04-22 02:30:00,78.64,61.091,33.316,30.736 -2020-04-22 02:45:00,78.89,61.676,33.316,30.736 -2020-04-22 03:00:00,80.34,64.79899999999999,32.803000000000004,30.736 -2020-04-22 03:15:00,75.97,65.874,32.803000000000004,30.736 -2020-04-22 03:30:00,72.33,65.30199999999999,32.803000000000004,30.736 -2020-04-22 03:45:00,75.91,65.7,32.803000000000004,30.736 -2020-04-22 04:00:00,78.96,77.42699999999999,34.235,30.736 -2020-04-22 04:15:00,78.93,89.56200000000001,34.235,30.736 -2020-04-22 04:30:00,83.97,89.294,34.235,30.736 -2020-04-22 04:45:00,84.72,91.086,34.235,30.736 -2020-04-22 05:00:00,92.29,123.926,38.65,30.736 -2020-04-22 05:15:00,96.41,155.092,38.65,30.736 -2020-04-22 05:30:00,96.57,144.094,38.65,30.736 -2020-04-22 05:45:00,103.85,134.12,38.65,30.736 -2020-04-22 06:00:00,107.64,135.908,54.951,30.736 -2020-04-22 06:15:00,108.62,140.82299999999998,54.951,30.736 -2020-04-22 06:30:00,111.0,138.041,54.951,30.736 -2020-04-22 06:45:00,110.88,138.314,54.951,30.736 -2020-04-22 07:00:00,112.83,140.412,67.328,30.736 -2020-04-22 07:15:00,112.0,140.819,67.328,30.736 -2020-04-22 07:30:00,110.25,138.798,67.328,30.736 -2020-04-22 07:45:00,108.56,135.684,67.328,30.736 -2020-04-22 08:00:00,105.32,133.16899999999998,60.23,30.736 -2020-04-22 08:15:00,105.49,131.882,60.23,30.736 -2020-04-22 08:30:00,110.55,127.635,60.23,30.736 -2020-04-22 08:45:00,113.42,125.93700000000001,60.23,30.736 -2020-04-22 09:00:00,107.8,119.671,56.845,30.736 -2020-04-22 09:15:00,107.23,117.49,56.845,30.736 -2020-04-22 09:30:00,106.86,119.613,56.845,30.736 -2020-04-22 09:45:00,108.88,119.24600000000001,56.845,30.736 -2020-04-22 10:00:00,117.52,114.87799999999999,53.832,30.736 -2020-04-22 10:15:00,121.69,115.073,53.832,30.736 -2020-04-22 10:30:00,118.62,113.68,53.832,30.736 -2020-04-22 10:45:00,118.16,113.852,53.832,30.736 -2020-04-22 11:00:00,108.04,108.51700000000001,53.225,30.736 -2020-04-22 11:15:00,106.35,109.412,53.225,30.736 -2020-04-22 11:30:00,113.65,110.598,53.225,30.736 -2020-04-22 11:45:00,119.82,111.302,53.225,30.736 -2020-04-22 12:00:00,111.54,106.476,50.676,30.736 -2020-04-22 12:15:00,112.94,107.34299999999999,50.676,30.736 -2020-04-22 12:30:00,106.75,106.238,50.676,30.736 -2020-04-22 12:45:00,107.24,106.98299999999999,50.676,30.736 -2020-04-22 13:00:00,106.99,107.78200000000001,50.646,30.736 -2020-04-22 13:15:00,103.94,107.039,50.646,30.736 -2020-04-22 13:30:00,111.47,104.92,50.646,30.736 -2020-04-22 13:45:00,121.34,103.508,50.646,30.736 -2020-04-22 14:00:00,117.59,104.902,50.786,30.736 -2020-04-22 14:15:00,115.99,104.306,50.786,30.736 -2020-04-22 14:30:00,118.6,103.917,50.786,30.736 -2020-04-22 14:45:00,123.1,104.39399999999999,50.786,30.736 -2020-04-22 15:00:00,122.69,105.51799999999999,51.535,30.736 -2020-04-22 15:15:00,113.87,103.881,51.535,30.736 -2020-04-22 15:30:00,107.0,103.198,51.535,30.736 -2020-04-22 15:45:00,105.01,102.72399999999999,51.535,30.736 -2020-04-22 16:00:00,115.45,102.803,53.157,30.736 -2020-04-22 16:15:00,119.01,102.509,53.157,30.736 -2020-04-22 16:30:00,121.41,102.52,53.157,30.736 -2020-04-22 16:45:00,118.86,100.01100000000001,53.157,30.736 -2020-04-22 17:00:00,126.78,99.868,57.793,30.736 -2020-04-22 17:15:00,124.76,102.12,57.793,30.736 -2020-04-22 17:30:00,124.73,103.48,57.793,30.736 -2020-04-22 17:45:00,117.96,104.79799999999999,57.793,30.736 -2020-04-22 18:00:00,119.79,105.698,59.872,30.736 -2020-04-22 18:15:00,119.56,107.354,59.872,30.736 -2020-04-22 18:30:00,118.02,106.11200000000001,59.872,30.736 -2020-04-22 18:45:00,114.89,111.771,59.872,30.736 -2020-04-22 19:00:00,117.2,109.917,60.17100000000001,30.736 -2020-04-22 19:15:00,115.46,109.146,60.17100000000001,30.736 -2020-04-22 19:30:00,111.46,109.208,60.17100000000001,30.736 -2020-04-22 19:45:00,114.24,109.75299999999999,60.17100000000001,30.736 -2020-04-22 20:00:00,110.05,107.742,65.015,30.736 -2020-04-22 20:15:00,112.02,105.141,65.015,30.736 -2020-04-22 20:30:00,103.59,104.27600000000001,65.015,30.736 -2020-04-22 20:45:00,101.23,103.60600000000001,65.015,30.736 -2020-04-22 21:00:00,101.65,99.30799999999999,57.805,30.736 -2020-04-22 21:15:00,100.48,98.88799999999999,57.805,30.736 -2020-04-22 21:30:00,91.45,99.18,57.805,30.736 -2020-04-22 21:45:00,90.16,98.823,57.805,30.736 -2020-04-22 22:00:00,83.23,94.425,52.115,30.736 -2020-04-22 22:15:00,86.17,92.711,52.115,30.736 -2020-04-22 22:30:00,88.07,81.357,52.115,30.736 -2020-04-22 22:45:00,85.72,75.62899999999999,52.115,30.736 -2020-04-22 23:00:00,77.3,67.635,42.871,30.736 -2020-04-22 23:15:00,76.06,66.535,42.871,30.736 -2020-04-22 23:30:00,81.31,65.67,42.871,30.736 -2020-04-22 23:45:00,81.61,66.325,42.871,30.736 -2020-04-23 00:00:00,77.46,63.331,39.203,30.736 -2020-04-23 00:15:00,73.8,63.897,39.203,30.736 -2020-04-23 00:30:00,72.13,62.251000000000005,39.203,30.736 -2020-04-23 00:45:00,78.28,60.717,39.203,30.736 -2020-04-23 01:00:00,77.24,61.004,37.118,30.736 -2020-04-23 01:15:00,76.9,60.145,37.118,30.736 -2020-04-23 01:30:00,73.05,58.708,37.118,30.736 -2020-04-23 01:45:00,74.2,58.173,37.118,30.736 -2020-04-23 02:00:00,77.66,58.958,35.647,30.736 -2020-04-23 02:15:00,74.79,58.07,35.647,30.736 -2020-04-23 02:30:00,73.24,60.656000000000006,35.647,30.736 -2020-04-23 02:45:00,74.37,61.248000000000005,35.647,30.736 -2020-04-23 03:00:00,74.42,64.38600000000001,34.585,30.736 -2020-04-23 03:15:00,83.44,65.436,34.585,30.736 -2020-04-23 03:30:00,82.78,64.861,34.585,30.736 -2020-04-23 03:45:00,85.04,65.282,34.585,30.736 -2020-04-23 04:00:00,81.36,76.975,36.184,30.736 -2020-04-23 04:15:00,83.4,89.069,36.184,30.736 -2020-04-23 04:30:00,86.65,88.79899999999999,36.184,30.736 -2020-04-23 04:45:00,90.42,90.58200000000001,36.184,30.736 -2020-04-23 05:00:00,96.73,123.321,41.019,30.736 -2020-04-23 05:15:00,99.72,154.384,41.019,30.736 -2020-04-23 05:30:00,104.3,143.409,41.019,30.736 -2020-04-23 05:45:00,108.09,133.485,41.019,30.736 -2020-04-23 06:00:00,115.69,135.297,53.963,30.736 -2020-04-23 06:15:00,112.99,140.192,53.963,30.736 -2020-04-23 06:30:00,117.65,137.392,53.963,30.736 -2020-04-23 06:45:00,114.98,137.661,53.963,30.736 -2020-04-23 07:00:00,122.88,139.759,66.512,30.736 -2020-04-23 07:15:00,119.72,140.15200000000002,66.512,30.736 -2020-04-23 07:30:00,116.23,138.096,66.512,30.736 -2020-04-23 07:45:00,110.91,134.984,66.512,30.736 -2020-04-23 08:00:00,109.73,132.45600000000002,58.86,30.736 -2020-04-23 08:15:00,111.4,131.204,58.86,30.736 -2020-04-23 08:30:00,115.66,126.929,58.86,30.736 -2020-04-23 08:45:00,116.9,125.26,58.86,30.736 -2020-04-23 09:00:00,117.14,118.99799999999999,52.156000000000006,30.736 -2020-04-23 09:15:00,117.82,116.822,52.156000000000006,30.736 -2020-04-23 09:30:00,125.16,118.961,52.156000000000006,30.736 -2020-04-23 09:45:00,126.64,118.62700000000001,52.156000000000006,30.736 -2020-04-23 10:00:00,115.39,114.26899999999999,49.034,30.736 -2020-04-23 10:15:00,107.22,114.51,49.034,30.736 -2020-04-23 10:30:00,110.97,113.139,49.034,30.736 -2020-04-23 10:45:00,105.98,113.331,49.034,30.736 -2020-04-23 11:00:00,110.48,107.988,46.53,30.736 -2020-04-23 11:15:00,109.12,108.90700000000001,46.53,30.736 -2020-04-23 11:30:00,104.52,110.09200000000001,46.53,30.736 -2020-04-23 11:45:00,118.1,110.81299999999999,46.53,30.736 -2020-04-23 12:00:00,100.86,106.01799999999999,43.318000000000005,30.736 -2020-04-23 12:15:00,107.42,106.89200000000001,43.318000000000005,30.736 -2020-04-23 12:30:00,119.08,105.743,43.318000000000005,30.736 -2020-04-23 12:45:00,113.59,106.492,43.318000000000005,30.736 -2020-04-23 13:00:00,105.64,107.32799999999999,41.608000000000004,30.736 -2020-04-23 13:15:00,109.66,106.58,41.608000000000004,30.736 -2020-04-23 13:30:00,107.3,104.464,41.608000000000004,30.736 -2020-04-23 13:45:00,109.96,103.055,41.608000000000004,30.736 -2020-04-23 14:00:00,108.12,104.509,41.786,30.736 -2020-04-23 14:15:00,98.99,103.896,41.786,30.736 -2020-04-23 14:30:00,100.33,103.461,41.786,30.736 -2020-04-23 14:45:00,105.57,103.94200000000001,41.786,30.736 -2020-04-23 15:00:00,105.07,105.101,44.181999999999995,30.736 -2020-04-23 15:15:00,107.35,103.44200000000001,44.181999999999995,30.736 -2020-04-23 15:30:00,99.98,102.71700000000001,44.181999999999995,30.736 -2020-04-23 15:45:00,100.25,102.22399999999999,44.181999999999995,30.736 -2020-04-23 16:00:00,98.86,102.346,45.956,30.736 -2020-04-23 16:15:00,107.63,102.027,45.956,30.736 -2020-04-23 16:30:00,113.08,102.045,45.956,30.736 -2020-04-23 16:45:00,113.6,99.471,45.956,30.736 -2020-04-23 17:00:00,112.41,99.37799999999999,50.702,30.736 -2020-04-23 17:15:00,112.21,101.604,50.702,30.736 -2020-04-23 17:30:00,118.08,102.958,50.702,30.736 -2020-04-23 17:45:00,120.54,104.251,50.702,30.736 -2020-04-23 18:00:00,119.87,105.165,53.595,30.736 -2020-04-23 18:15:00,109.3,106.839,53.595,30.736 -2020-04-23 18:30:00,109.67,105.585,53.595,30.736 -2020-04-23 18:45:00,108.25,111.24799999999999,53.595,30.736 -2020-04-23 19:00:00,107.8,109.385,54.207,30.736 -2020-04-23 19:15:00,105.82,108.62,54.207,30.736 -2020-04-23 19:30:00,107.51,108.69200000000001,54.207,30.736 -2020-04-23 19:45:00,112.01,109.26,54.207,30.736 -2020-04-23 20:00:00,110.19,107.22,56.948,30.736 -2020-04-23 20:15:00,109.28,104.626,56.948,30.736 -2020-04-23 20:30:00,106.75,103.795,56.948,30.736 -2020-04-23 20:45:00,105.41,103.15899999999999,56.948,30.736 -2020-04-23 21:00:00,103.61,98.861,52.157,30.736 -2020-04-23 21:15:00,98.19,98.456,52.157,30.736 -2020-04-23 21:30:00,87.51,98.734,52.157,30.736 -2020-04-23 21:45:00,93.02,98.40700000000001,52.157,30.736 -2020-04-23 22:00:00,90.12,94.023,47.483000000000004,30.736 -2020-04-23 22:15:00,89.7,92.33200000000001,47.483000000000004,30.736 -2020-04-23 22:30:00,83.45,80.955,47.483000000000004,30.736 -2020-04-23 22:45:00,79.56,75.218,47.483000000000004,30.736 -2020-04-23 23:00:00,78.7,67.197,41.978,30.736 -2020-04-23 23:15:00,82.28,66.135,41.978,30.736 -2020-04-23 23:30:00,81.32,65.26899999999999,41.978,30.736 -2020-04-23 23:45:00,80.34,65.931,41.978,30.736 -2020-04-24 00:00:00,72.2,61.173,39.301,30.736 -2020-04-24 00:15:00,76.53,62.001999999999995,39.301,30.736 -2020-04-24 00:30:00,78.65,60.465,39.301,30.736 -2020-04-24 00:45:00,78.84,59.282,39.301,30.736 -2020-04-24 01:00:00,72.93,59.141999999999996,37.976,30.736 -2020-04-24 01:15:00,76.27,58.315,37.976,30.736 -2020-04-24 01:30:00,79.2,57.232,37.976,30.736 -2020-04-24 01:45:00,79.29,56.583999999999996,37.976,30.736 -2020-04-24 02:00:00,75.93,58.038999999999994,37.041,30.736 -2020-04-24 02:15:00,76.43,57.04,37.041,30.736 -2020-04-24 02:30:00,79.9,60.477,37.041,30.736 -2020-04-24 02:45:00,79.92,60.628,37.041,30.736 -2020-04-24 03:00:00,78.47,63.809,37.575,30.736 -2020-04-24 03:15:00,78.54,64.48100000000001,37.575,30.736 -2020-04-24 03:30:00,83.02,63.73,37.575,30.736 -2020-04-24 03:45:00,86.25,64.94,37.575,30.736 -2020-04-24 04:00:00,84.35,76.809,39.058,30.736 -2020-04-24 04:15:00,84.36,87.662,39.058,30.736 -2020-04-24 04:30:00,84.53,88.164,39.058,30.736 -2020-04-24 04:45:00,87.97,88.916,39.058,30.736 -2020-04-24 05:00:00,94.74,120.58200000000001,43.256,30.736 -2020-04-24 05:15:00,98.06,152.952,43.256,30.736 -2020-04-24 05:30:00,101.99,142.67,43.256,30.736 -2020-04-24 05:45:00,104.32,132.45,43.256,30.736 -2020-04-24 06:00:00,110.14,134.679,56.093999999999994,30.736 -2020-04-24 06:15:00,110.92,138.92700000000002,56.093999999999994,30.736 -2020-04-24 06:30:00,115.01,135.642,56.093999999999994,30.736 -2020-04-24 06:45:00,113.33,136.634,56.093999999999994,30.736 -2020-04-24 07:00:00,114.79,138.756,66.92699999999999,30.736 -2020-04-24 07:15:00,114.94,140.278,66.92699999999999,30.736 -2020-04-24 07:30:00,111.87,136.784,66.92699999999999,30.736 -2020-04-24 07:45:00,113.65,133.072,66.92699999999999,30.736 -2020-04-24 08:00:00,111.88,130.465,60.332,30.736 -2020-04-24 08:15:00,111.97,129.475,60.332,30.736 -2020-04-24 08:30:00,116.04,125.63600000000001,60.332,30.736 -2020-04-24 08:45:00,116.96,123.051,60.332,30.736 -2020-04-24 09:00:00,113.47,115.54,56.085,30.736 -2020-04-24 09:15:00,109.61,114.911,56.085,30.736 -2020-04-24 09:30:00,104.73,116.389,56.085,30.736 -2020-04-24 09:45:00,106.39,116.274,56.085,30.736 -2020-04-24 10:00:00,104.8,111.147,52.91,30.736 -2020-04-24 10:15:00,110.96,111.698,52.91,30.736 -2020-04-24 10:30:00,108.8,110.649,52.91,30.736 -2020-04-24 10:45:00,112.42,110.54799999999999,52.91,30.736 -2020-04-24 11:00:00,105.01,105.321,52.278999999999996,30.736 -2020-04-24 11:15:00,106.04,105.079,52.278999999999996,30.736 -2020-04-24 11:30:00,106.23,107.06299999999999,52.278999999999996,30.736 -2020-04-24 11:45:00,105.8,107.24700000000001,52.278999999999996,30.736 -2020-04-24 12:00:00,101.15,103.402,49.023999999999994,30.736 -2020-04-24 12:15:00,100.58,102.65100000000001,49.023999999999994,30.736 -2020-04-24 12:30:00,96.07,101.62299999999999,49.023999999999994,30.736 -2020-04-24 12:45:00,90.58,102.21799999999999,49.023999999999994,30.736 -2020-04-24 13:00:00,91.3,104.00399999999999,46.82,30.736 -2020-04-24 13:15:00,91.72,103.84899999999999,46.82,30.736 -2020-04-24 13:30:00,89.96,102.21700000000001,46.82,30.736 -2020-04-24 13:45:00,90.43,100.95299999999999,46.82,30.736 -2020-04-24 14:00:00,91.03,101.309,45.756,30.736 -2020-04-24 14:15:00,90.38,100.82799999999999,45.756,30.736 -2020-04-24 14:30:00,90.13,101.54700000000001,45.756,30.736 -2020-04-24 14:45:00,87.82,101.804,45.756,30.736 -2020-04-24 15:00:00,88.57,102.664,47.56,30.736 -2020-04-24 15:15:00,89.54,100.579,47.56,30.736 -2020-04-24 15:30:00,90.6,98.565,47.56,30.736 -2020-04-24 15:45:00,93.53,98.59200000000001,47.56,30.736 -2020-04-24 16:00:00,96.08,97.604,49.581,30.736 -2020-04-24 16:15:00,98.58,97.73100000000001,49.581,30.736 -2020-04-24 16:30:00,103.04,97.697,49.581,30.736 -2020-04-24 16:45:00,102.74,94.509,49.581,30.736 -2020-04-24 17:00:00,106.18,95.684,53.918,30.736 -2020-04-24 17:15:00,105.16,97.54299999999999,53.918,30.736 -2020-04-24 17:30:00,105.91,98.814,53.918,30.736 -2020-04-24 17:45:00,107.32,99.845,53.918,30.736 -2020-04-24 18:00:00,107.44,101.23700000000001,54.266000000000005,30.736 -2020-04-24 18:15:00,104.49,102.10700000000001,54.266000000000005,30.736 -2020-04-24 18:30:00,104.57,100.98899999999999,54.266000000000005,30.736 -2020-04-24 18:45:00,103.28,106.92399999999999,54.266000000000005,30.736 -2020-04-24 19:00:00,105.31,106.14399999999999,54.092,30.736 -2020-04-24 19:15:00,99.77,106.50299999999999,54.092,30.736 -2020-04-24 19:30:00,104.65,106.406,54.092,30.736 -2020-04-24 19:45:00,102.74,106.08,54.092,30.736 -2020-04-24 20:00:00,99.02,103.93700000000001,59.038999999999994,30.736 -2020-04-24 20:15:00,105.31,101.875,59.038999999999994,30.736 -2020-04-24 20:30:00,106.75,100.73700000000001,59.038999999999994,30.736 -2020-04-24 20:45:00,103.82,99.896,59.038999999999994,30.736 -2020-04-24 21:00:00,92.72,96.742,53.346000000000004,30.736 -2020-04-24 21:15:00,89.77,97.68700000000001,53.346000000000004,30.736 -2020-04-24 21:30:00,92.29,97.876,53.346000000000004,30.736 -2020-04-24 21:45:00,91.53,98.0,53.346000000000004,30.736 -2020-04-24 22:00:00,86.77,94.05799999999999,47.938,30.736 -2020-04-24 22:15:00,82.96,92.156,47.938,30.736 -2020-04-24 22:30:00,85.15,87.279,47.938,30.736 -2020-04-24 22:45:00,83.5,83.97200000000001,47.938,30.736 -2020-04-24 23:00:00,78.39,76.804,40.266,30.736 -2020-04-24 23:15:00,76.03,73.711,40.266,30.736 -2020-04-24 23:30:00,79.22,70.86399999999999,40.266,30.736 -2020-04-24 23:45:00,77.46,71.1,40.266,30.736 -2020-04-25 00:00:00,72.92,60.177,39.184,30.618000000000002 -2020-04-25 00:15:00,67.06,58.391000000000005,39.184,30.618000000000002 -2020-04-25 00:30:00,65.85,57.206,39.184,30.618000000000002 -2020-04-25 00:45:00,69.65,55.895,39.184,30.618000000000002 -2020-04-25 01:00:00,71.38,56.265,34.692,30.618000000000002 -2020-04-25 01:15:00,72.76,55.318000000000005,34.692,30.618000000000002 -2020-04-25 01:30:00,69.42,53.401,34.692,30.618000000000002 -2020-04-25 01:45:00,71.88,53.498000000000005,34.692,30.618000000000002 -2020-04-25 02:00:00,71.15,54.626000000000005,32.919000000000004,30.618000000000002 -2020-04-25 02:15:00,71.09,52.883,32.919000000000004,30.618000000000002 -2020-04-25 02:30:00,65.69,55.233999999999995,32.919000000000004,30.618000000000002 -2020-04-25 02:45:00,61.4,55.98,32.919000000000004,30.618000000000002 -2020-04-25 03:00:00,64.48,58.56100000000001,32.024,30.618000000000002 -2020-04-25 03:15:00,63.49,58.118,32.024,30.618000000000002 -2020-04-25 03:30:00,63.7,56.793,32.024,30.618000000000002 -2020-04-25 03:45:00,64.2,59.101000000000006,32.024,30.618000000000002 -2020-04-25 04:00:00,64.64,67.586,31.958000000000002,30.618000000000002 -2020-04-25 04:15:00,64.45,76.515,31.958000000000002,30.618000000000002 -2020-04-25 04:30:00,62.58,74.78,31.958000000000002,30.618000000000002 -2020-04-25 04:45:00,61.79,75.464,31.958000000000002,30.618000000000002 -2020-04-25 05:00:00,62.67,93.719,32.75,30.618000000000002 -2020-04-25 05:15:00,63.83,109.10600000000001,32.75,30.618000000000002 -2020-04-25 05:30:00,66.59,100.096,32.75,30.618000000000002 -2020-04-25 05:45:00,66.17,95.70100000000001,32.75,30.618000000000002 -2020-04-25 06:00:00,69.06,114.625,34.461999999999996,30.618000000000002 -2020-04-25 06:15:00,71.02,132.321,34.461999999999996,30.618000000000002 -2020-04-25 06:30:00,71.93,124.402,34.461999999999996,30.618000000000002 -2020-04-25 06:45:00,73.64,118.735,34.461999999999996,30.618000000000002 -2020-04-25 07:00:00,76.52,117.56200000000001,37.736,30.618000000000002 -2020-04-25 07:15:00,76.86,117.56,37.736,30.618000000000002 -2020-04-25 07:30:00,77.45,116.432,37.736,30.618000000000002 -2020-04-25 07:45:00,75.16,115.383,37.736,30.618000000000002 -2020-04-25 08:00:00,75.87,115.021,42.34,30.618000000000002 -2020-04-25 08:15:00,75.01,115.853,42.34,30.618000000000002 -2020-04-25 08:30:00,76.19,112.833,42.34,30.618000000000002 -2020-04-25 08:45:00,75.0,112.568,42.34,30.618000000000002 -2020-04-25 09:00:00,77.22,107.902,43.571999999999996,30.618000000000002 -2020-04-25 09:15:00,74.1,107.99700000000001,43.571999999999996,30.618000000000002 -2020-04-25 09:30:00,74.58,110.29799999999999,43.571999999999996,30.618000000000002 -2020-04-25 09:45:00,72.53,110.01700000000001,43.571999999999996,30.618000000000002 -2020-04-25 10:00:00,70.38,105.26,40.514,30.618000000000002 -2020-04-25 10:15:00,71.83,106.17,40.514,30.618000000000002 -2020-04-25 10:30:00,72.86,105.02600000000001,40.514,30.618000000000002 -2020-04-25 10:45:00,76.31,105.464,40.514,30.618000000000002 -2020-04-25 11:00:00,75.64,100.208,36.388000000000005,30.618000000000002 -2020-04-25 11:15:00,72.22,100.119,36.388000000000005,30.618000000000002 -2020-04-25 11:30:00,70.44,101.631,36.388000000000005,30.618000000000002 -2020-04-25 11:45:00,66.44,101.69,36.388000000000005,30.618000000000002 -2020-04-25 12:00:00,62.4,97.416,35.217,30.618000000000002 -2020-04-25 12:15:00,63.37,97.552,35.217,30.618000000000002 -2020-04-25 12:30:00,62.6,96.59299999999999,35.217,30.618000000000002 -2020-04-25 12:45:00,62.97,97.165,35.217,30.618000000000002 -2020-04-25 13:00:00,66.68,98.23899999999999,32.001999999999995,30.618000000000002 -2020-04-25 13:15:00,66.46,96.544,32.001999999999995,30.618000000000002 -2020-04-25 13:30:00,68.38,94.76,32.001999999999995,30.618000000000002 -2020-04-25 13:45:00,63.86,92.984,32.001999999999995,30.618000000000002 -2020-04-25 14:00:00,65.79,94.14200000000001,31.304000000000002,30.618000000000002 -2020-04-25 14:15:00,65.45,92.59,31.304000000000002,30.618000000000002 -2020-04-25 14:30:00,67.98,91.934,31.304000000000002,30.618000000000002 -2020-04-25 14:45:00,70.14,92.603,31.304000000000002,30.618000000000002 -2020-04-25 15:00:00,73.95,94.147,34.731,30.618000000000002 -2020-04-25 15:15:00,68.45,92.935,34.731,30.618000000000002 -2020-04-25 15:30:00,69.17,91.913,34.731,30.618000000000002 -2020-04-25 15:45:00,71.96,91.391,34.731,30.618000000000002 -2020-04-25 16:00:00,74.03,91.31200000000001,38.769,30.618000000000002 -2020-04-25 16:15:00,73.54,91.38,38.769,30.618000000000002 -2020-04-25 16:30:00,77.94,91.461,38.769,30.618000000000002 -2020-04-25 16:45:00,77.97,88.696,38.769,30.618000000000002 -2020-04-25 17:00:00,79.95,88.99700000000001,44.928000000000004,30.618000000000002 -2020-04-25 17:15:00,79.81,90.412,44.928000000000004,30.618000000000002 -2020-04-25 17:30:00,81.88,91.541,44.928000000000004,30.618000000000002 -2020-04-25 17:45:00,79.84,92.62799999999999,44.928000000000004,30.618000000000002 -2020-04-25 18:00:00,81.95,94.76899999999999,47.786,30.618000000000002 -2020-04-25 18:15:00,80.8,97.704,47.786,30.618000000000002 -2020-04-25 18:30:00,80.62,98.166,47.786,30.618000000000002 -2020-04-25 18:45:00,81.58,100.06200000000001,47.786,30.618000000000002 -2020-04-25 19:00:00,82.25,98.82600000000001,47.463,30.618000000000002 -2020-04-25 19:15:00,81.6,98.26799999999999,47.463,30.618000000000002 -2020-04-25 19:30:00,78.79,99.083,47.463,30.618000000000002 -2020-04-25 19:45:00,81.11,99.837,47.463,30.618000000000002 -2020-04-25 20:00:00,79.47,99.35600000000001,43.735,30.618000000000002 -2020-04-25 20:15:00,80.74,98.01899999999999,43.735,30.618000000000002 -2020-04-25 20:30:00,77.33,96.155,43.735,30.618000000000002 -2020-04-25 20:45:00,77.88,96.339,43.735,30.618000000000002 -2020-04-25 21:00:00,76.72,93.439,40.346,30.618000000000002 -2020-04-25 21:15:00,73.54,94.40100000000001,40.346,30.618000000000002 -2020-04-25 21:30:00,70.17,95.348,40.346,30.618000000000002 -2020-04-25 21:45:00,69.94,94.93,40.346,30.618000000000002 -2020-04-25 22:00:00,66.61,91.697,39.323,30.618000000000002 -2020-04-25 22:15:00,65.99,91.294,39.323,30.618000000000002 -2020-04-25 22:30:00,63.67,89.425,39.323,30.618000000000002 -2020-04-25 22:45:00,62.7,87.34100000000001,39.323,30.618000000000002 -2020-04-25 23:00:00,58.03,80.985,33.716,30.618000000000002 -2020-04-25 23:15:00,58.89,77.345,33.716,30.618000000000002 -2020-04-25 23:30:00,57.34,75.185,33.716,30.618000000000002 -2020-04-25 23:45:00,57.63,74.384,33.716,30.618000000000002 -2020-04-26 00:00:00,53.94,60.93899999999999,28.703000000000003,30.618000000000002 -2020-04-26 00:15:00,54.77,58.223,28.703000000000003,30.618000000000002 -2020-04-26 00:30:00,54.11,56.742,28.703000000000003,30.618000000000002 -2020-04-26 00:45:00,54.48,55.713,28.703000000000003,30.618000000000002 -2020-04-26 01:00:00,53.07,56.185,26.171,30.618000000000002 -2020-04-26 01:15:00,53.77,55.653,26.171,30.618000000000002 -2020-04-26 01:30:00,53.29,53.88399999999999,26.171,30.618000000000002 -2020-04-26 01:45:00,53.5,53.567,26.171,30.618000000000002 -2020-04-26 02:00:00,52.56,54.358999999999995,25.326999999999998,30.618000000000002 -2020-04-26 02:15:00,53.08,52.657,25.326999999999998,30.618000000000002 -2020-04-26 02:30:00,53.0,55.581,25.326999999999998,30.618000000000002 -2020-04-26 02:45:00,53.59,56.367,25.326999999999998,30.618000000000002 -2020-04-26 03:00:00,53.57,59.565,24.311999999999998,30.618000000000002 -2020-04-26 03:15:00,54.44,59.016000000000005,24.311999999999998,30.618000000000002 -2020-04-26 03:30:00,54.58,57.88,24.311999999999998,30.618000000000002 -2020-04-26 03:45:00,54.59,59.626999999999995,24.311999999999998,30.618000000000002 -2020-04-26 04:00:00,55.25,67.928,25.33,30.618000000000002 -2020-04-26 04:15:00,56.11,76.015,25.33,30.618000000000002 -2020-04-26 04:30:00,54.4,75.235,25.33,30.618000000000002 -2020-04-26 04:45:00,54.42,75.722,25.33,30.618000000000002 -2020-04-26 05:00:00,53.23,92.29700000000001,25.309,30.618000000000002 -2020-04-26 05:15:00,54.13,105.882,25.309,30.618000000000002 -2020-04-26 05:30:00,53.73,96.536,25.309,30.618000000000002 -2020-04-26 05:45:00,55.13,92.115,25.309,30.618000000000002 -2020-04-26 06:00:00,56.83,109.336,25.945999999999998,30.618000000000002 -2020-04-26 06:15:00,59.16,126.744,25.945999999999998,30.618000000000002 -2020-04-26 06:30:00,59.67,117.788,25.945999999999998,30.618000000000002 -2020-04-26 06:45:00,60.03,110.90899999999999,25.945999999999998,30.618000000000002 -2020-04-26 07:00:00,62.06,111.11,27.87,30.618000000000002 -2020-04-26 07:15:00,63.4,109.559,27.87,30.618000000000002 -2020-04-26 07:30:00,62.84,108.62899999999999,27.87,30.618000000000002 -2020-04-26 07:45:00,61.39,107.17399999999999,27.87,30.618000000000002 -2020-04-26 08:00:00,61.91,108.194,32.114000000000004,30.618000000000002 -2020-04-26 08:15:00,60.92,109.787,32.114000000000004,30.618000000000002 -2020-04-26 08:30:00,59.14,108.181,32.114000000000004,30.618000000000002 -2020-04-26 08:45:00,58.58,108.95200000000001,32.114000000000004,30.618000000000002 -2020-04-26 09:00:00,57.18,103.98299999999999,34.222,30.618000000000002 -2020-04-26 09:15:00,58.03,104.06200000000001,34.222,30.618000000000002 -2020-04-26 09:30:00,58.37,106.571,34.222,30.618000000000002 -2020-04-26 09:45:00,60.08,106.904,34.222,30.618000000000002 -2020-04-26 10:00:00,59.48,103.84200000000001,34.544000000000004,30.618000000000002 -2020-04-26 10:15:00,60.83,105.178,34.544000000000004,30.618000000000002 -2020-04-26 10:30:00,61.23,104.53,34.544000000000004,30.618000000000002 -2020-04-26 10:45:00,61.1,104.56299999999999,34.544000000000004,30.618000000000002 -2020-04-26 11:00:00,62.69,99.581,36.368,30.618000000000002 -2020-04-26 11:15:00,58.41,99.315,36.368,30.618000000000002 -2020-04-26 11:30:00,56.55,100.654,36.368,30.618000000000002 -2020-04-26 11:45:00,57.98,101.229,36.368,30.618000000000002 -2020-04-26 12:00:00,52.84,97.259,32.433,30.618000000000002 -2020-04-26 12:15:00,51.83,98.132,32.433,30.618000000000002 -2020-04-26 12:30:00,49.53,96.414,32.433,30.618000000000002 -2020-04-26 12:45:00,50.89,96.04799999999999,32.433,30.618000000000002 -2020-04-26 13:00:00,45.96,96.559,28.971999999999998,30.618000000000002 -2020-04-26 13:15:00,46.59,96.266,28.971999999999998,30.618000000000002 -2020-04-26 13:30:00,46.54,93.7,28.971999999999998,30.618000000000002 -2020-04-26 13:45:00,49.1,92.21,28.971999999999998,30.618000000000002 -2020-04-26 14:00:00,49.36,94.28200000000001,25.531999999999996,30.618000000000002 -2020-04-26 14:15:00,47.82,93.669,25.531999999999996,30.618000000000002 -2020-04-26 14:30:00,46.91,92.95,25.531999999999996,30.618000000000002 -2020-04-26 14:45:00,50.24,92.745,25.531999999999996,30.618000000000002 -2020-04-26 15:00:00,48.5,93.521,25.766,30.618000000000002 -2020-04-26 15:15:00,49.38,92.24700000000001,25.766,30.618000000000002 -2020-04-26 15:30:00,52.0,91.41799999999999,25.766,30.618000000000002 -2020-04-26 15:45:00,56.72,91.45100000000001,25.766,30.618000000000002 -2020-04-26 16:00:00,58.03,91.37200000000001,29.232,30.618000000000002 -2020-04-26 16:15:00,58.12,91.04899999999999,29.232,30.618000000000002 -2020-04-26 16:30:00,61.98,91.90100000000001,29.232,30.618000000000002 -2020-04-26 16:45:00,66.32,89.185,29.232,30.618000000000002 -2020-04-26 17:00:00,69.92,89.704,37.431,30.618000000000002 -2020-04-26 17:15:00,72.25,91.865,37.431,30.618000000000002 -2020-04-26 17:30:00,71.68,93.652,37.431,30.618000000000002 -2020-04-26 17:45:00,72.65,96.22200000000001,37.431,30.618000000000002 -2020-04-26 18:00:00,74.1,98.405,41.251999999999995,30.618000000000002 -2020-04-26 18:15:00,73.58,101.804,41.251999999999995,30.618000000000002 -2020-04-26 18:30:00,79.83,100.978,41.251999999999995,30.618000000000002 -2020-04-26 18:45:00,81.73,103.944,41.251999999999995,30.618000000000002 -2020-04-26 19:00:00,82.6,103.89399999999999,41.784,30.618000000000002 -2020-04-26 19:15:00,74.77,102.92299999999999,41.784,30.618000000000002 -2020-04-26 19:30:00,78.18,103.49700000000001,41.784,30.618000000000002 -2020-04-26 19:45:00,82.92,104.728,41.784,30.618000000000002 -2020-04-26 20:00:00,80.12,104.32799999999999,40.804,30.618000000000002 -2020-04-26 20:15:00,79.67,103.42299999999999,40.804,30.618000000000002 -2020-04-26 20:30:00,83.74,102.774,40.804,30.618000000000002 -2020-04-26 20:45:00,87.56,101.26,40.804,30.618000000000002 -2020-04-26 21:00:00,86.73,96.89200000000001,38.379,30.618000000000002 -2020-04-26 21:15:00,77.37,97.345,38.379,30.618000000000002 -2020-04-26 21:30:00,78.96,98.001,38.379,30.618000000000002 -2020-04-26 21:45:00,72.49,97.919,38.379,30.618000000000002 -2020-04-26 22:00:00,71.02,95.426,37.87,30.618000000000002 -2020-04-26 22:15:00,74.6,93.542,37.87,30.618000000000002 -2020-04-26 22:30:00,74.46,89.67299999999999,37.87,30.618000000000002 -2020-04-26 22:45:00,77.49,86.29799999999999,37.87,30.618000000000002 -2020-04-26 23:00:00,67.34,78.266,33.332,30.618000000000002 -2020-04-26 23:15:00,67.41,76.46300000000001,33.332,30.618000000000002 -2020-04-26 23:30:00,65.25,74.368,33.332,30.618000000000002 -2020-04-26 23:45:00,71.84,74.14,33.332,30.618000000000002 -2020-04-27 00:00:00,65.34,63.676,34.698,30.736 -2020-04-27 00:15:00,68.11,62.993,34.698,30.736 -2020-04-27 00:30:00,62.17,61.31,34.698,30.736 -2020-04-27 00:45:00,65.5,59.75,34.698,30.736 -2020-04-27 01:00:00,67.94,60.476000000000006,32.889,30.736 -2020-04-27 01:15:00,68.09,59.667,32.889,30.736 -2020-04-27 01:30:00,64.87,58.151,32.889,30.736 -2020-04-27 01:45:00,62.39,57.826,32.889,30.736 -2020-04-27 02:00:00,60.51,58.898999999999994,32.06,30.736 -2020-04-27 02:15:00,61.52,57.211000000000006,32.06,30.736 -2020-04-27 02:30:00,63.11,60.428999999999995,32.06,30.736 -2020-04-27 02:45:00,65.0,60.816,32.06,30.736 -2020-04-27 03:00:00,70.94,64.986,30.515,30.736 -2020-04-27 03:15:00,71.15,65.718,30.515,30.736 -2020-04-27 03:30:00,66.39,64.915,30.515,30.736 -2020-04-27 03:45:00,68.04,66.095,30.515,30.736 -2020-04-27 04:00:00,69.68,78.61399999999999,31.436,30.736 -2020-04-27 04:15:00,70.3,90.708,31.436,30.736 -2020-04-27 04:30:00,70.44,90.67,31.436,30.736 -2020-04-27 04:45:00,74.91,91.48200000000001,31.436,30.736 -2020-04-27 05:00:00,81.04,120.303,38.997,30.736 -2020-04-27 05:15:00,85.59,150.614,38.997,30.736 -2020-04-27 05:30:00,88.32,140.344,38.997,30.736 -2020-04-27 05:45:00,87.62,131.126,38.997,30.736 -2020-04-27 06:00:00,93.16,132.86700000000002,54.97,30.736 -2020-04-27 06:15:00,90.44,136.747,54.97,30.736 -2020-04-27 06:30:00,94.92,134.424,54.97,30.736 -2020-04-27 06:45:00,93.91,135.476,54.97,30.736 -2020-04-27 07:00:00,97.72,137.559,66.032,30.736 -2020-04-27 07:15:00,94.82,138.159,66.032,30.736 -2020-04-27 07:30:00,94.52,136.225,66.032,30.736 -2020-04-27 07:45:00,94.9,133.67700000000002,66.032,30.736 -2020-04-27 08:00:00,92.49,131.08700000000002,59.941,30.736 -2020-04-27 08:15:00,91.85,130.80700000000002,59.941,30.736 -2020-04-27 08:30:00,93.31,126.40799999999999,59.941,30.736 -2020-04-27 08:45:00,92.94,125.59700000000001,59.941,30.736 -2020-04-27 09:00:00,92.84,119.57600000000001,54.016000000000005,30.736 -2020-04-27 09:15:00,91.53,116.648,54.016000000000005,30.736 -2020-04-27 09:30:00,89.3,118.041,54.016000000000005,30.736 -2020-04-27 09:45:00,89.57,117.095,54.016000000000005,30.736 -2020-04-27 10:00:00,89.14,113.96600000000001,50.63,30.736 -2020-04-27 10:15:00,98.83,115.074,50.63,30.736 -2020-04-27 10:30:00,93.52,113.675,50.63,30.736 -2020-04-27 10:45:00,89.12,113.164,50.63,30.736 -2020-04-27 11:00:00,89.55,106.956,49.951,30.736 -2020-04-27 11:15:00,91.6,107.90700000000001,49.951,30.736 -2020-04-27 11:30:00,86.24,110.45299999999999,49.951,30.736 -2020-04-27 11:45:00,87.15,111.12,49.951,30.736 -2020-04-27 12:00:00,88.45,107.34700000000001,46.913000000000004,30.736 -2020-04-27 12:15:00,99.89,108.29299999999999,46.913000000000004,30.736 -2020-04-27 12:30:00,92.92,106.042,46.913000000000004,30.736 -2020-04-27 12:45:00,89.09,106.566,46.913000000000004,30.736 -2020-04-27 13:00:00,96.03,108.00299999999999,47.093999999999994,30.736 -2020-04-27 13:15:00,84.25,106.37299999999999,47.093999999999994,30.736 -2020-04-27 13:30:00,77.31,103.604,47.093999999999994,30.736 -2020-04-27 13:45:00,88.26,102.666,47.093999999999994,30.736 -2020-04-27 14:00:00,85.89,103.928,46.678000000000004,30.736 -2020-04-27 14:15:00,80.66,103.271,46.678000000000004,30.736 -2020-04-27 14:30:00,80.46,102.094,46.678000000000004,30.736 -2020-04-27 14:45:00,81.74,103.096,46.678000000000004,30.736 -2020-04-27 15:00:00,82.97,104.74700000000001,47.715,30.736 -2020-04-27 15:15:00,81.62,102.262,47.715,30.736 -2020-04-27 15:30:00,82.55,101.359,47.715,30.736 -2020-04-27 15:45:00,85.7,100.82799999999999,47.715,30.736 -2020-04-27 16:00:00,85.53,101.301,49.81100000000001,30.736 -2020-04-27 16:15:00,85.86,100.56299999999999,49.81100000000001,30.736 -2020-04-27 16:30:00,88.12,100.47,49.81100000000001,30.736 -2020-04-27 16:45:00,89.52,97.03399999999999,49.81100000000001,30.736 -2020-04-27 17:00:00,93.73,96.706,55.591,30.736 -2020-04-27 17:15:00,92.69,98.552,55.591,30.736 -2020-04-27 17:30:00,95.38,99.787,55.591,30.736 -2020-04-27 17:45:00,94.15,101.258,55.591,30.736 -2020-04-27 18:00:00,95.38,102.904,56.523,30.736 -2020-04-27 18:15:00,92.93,103.962,56.523,30.736 -2020-04-27 18:30:00,92.0,102.98899999999999,56.523,30.736 -2020-04-27 18:45:00,90.2,108.369,56.523,30.736 -2020-04-27 19:00:00,90.92,107.20299999999999,56.044,30.736 -2020-04-27 19:15:00,86.2,106.48899999999999,56.044,30.736 -2020-04-27 19:30:00,85.27,107.094,56.044,30.736 -2020-04-27 19:45:00,86.87,107.507,56.044,30.736 -2020-04-27 20:00:00,84.36,105.01899999999999,61.715,30.736 -2020-04-27 20:15:00,83.51,103.73299999999999,61.715,30.736 -2020-04-27 20:30:00,80.49,102.479,61.715,30.736 -2020-04-27 20:45:00,78.45,101.991,61.715,30.736 -2020-04-27 21:00:00,72.63,97.50399999999999,56.24,30.736 -2020-04-27 21:15:00,73.27,97.652,56.24,30.736 -2020-04-27 21:30:00,68.74,98.13600000000001,56.24,30.736 -2020-04-27 21:45:00,67.7,97.67399999999999,56.24,30.736 -2020-04-27 22:00:00,63.52,92.344,50.437,30.736 -2020-04-27 22:15:00,63.05,91.10600000000001,50.437,30.736 -2020-04-27 22:30:00,60.88,79.39,50.437,30.736 -2020-04-27 22:45:00,60.19,73.476,50.437,30.736 -2020-04-27 23:00:00,81.41,65.845,42.756,30.736 -2020-04-27 23:15:00,80.65,64.377,42.756,30.736 -2020-04-27 23:30:00,78.41,63.692,42.756,30.736 -2020-04-27 23:45:00,78.52,64.492,42.756,30.736 -2020-04-28 00:00:00,77.46,61.4,39.857,30.736 -2020-04-28 00:15:00,76.93,62.035,39.857,30.736 -2020-04-28 00:30:00,76.12,60.358000000000004,39.857,30.736 -2020-04-28 00:45:00,76.92,58.856,39.857,30.736 -2020-04-28 01:00:00,78.02,59.108999999999995,37.233000000000004,30.736 -2020-04-28 01:15:00,78.26,58.13,37.233000000000004,30.736 -2020-04-28 01:30:00,75.49,56.593,37.233000000000004,30.736 -2020-04-28 01:45:00,75.85,56.073,37.233000000000004,30.736 -2020-04-28 02:00:00,78.67,56.803000000000004,35.856,30.736 -2020-04-28 02:15:00,78.88,55.836999999999996,35.856,30.736 -2020-04-28 02:30:00,73.42,58.508,35.856,30.736 -2020-04-28 02:45:00,73.56,59.13,35.856,30.736 -2020-04-28 03:00:00,74.82,62.342,34.766999999999996,30.736 -2020-04-28 03:15:00,76.05,63.271,34.766999999999996,30.736 -2020-04-28 03:30:00,79.51,62.683,34.766999999999996,30.736 -2020-04-28 03:45:00,83.12,63.217,34.766999999999996,30.736 -2020-04-28 04:00:00,84.91,74.73899999999999,35.468,30.736 -2020-04-28 04:15:00,84.94,86.62700000000001,35.468,30.736 -2020-04-28 04:30:00,87.14,86.353,35.468,30.736 -2020-04-28 04:45:00,88.32,88.088,35.468,30.736 -2020-04-28 05:00:00,95.45,120.323,40.399,30.736 -2020-04-28 05:15:00,98.01,150.866,40.399,30.736 -2020-04-28 05:30:00,100.42,140.02200000000002,40.399,30.736 -2020-04-28 05:45:00,102.69,130.343,40.399,30.736 -2020-04-28 06:00:00,107.5,132.263,54.105,30.736 -2020-04-28 06:15:00,108.18,137.054,54.105,30.736 -2020-04-28 06:30:00,110.19,134.178,54.105,30.736 -2020-04-28 06:45:00,110.95,134.42600000000002,54.105,30.736 -2020-04-28 07:00:00,112.62,136.516,63.083,30.736 -2020-04-28 07:15:00,112.53,136.851,63.083,30.736 -2020-04-28 07:30:00,113.87,134.61700000000002,63.083,30.736 -2020-04-28 07:45:00,112.32,131.526,63.083,30.736 -2020-04-28 08:00:00,110.21,128.942,57.254,30.736 -2020-04-28 08:15:00,108.73,127.866,57.254,30.736 -2020-04-28 08:30:00,109.99,123.456,57.254,30.736 -2020-04-28 08:45:00,111.24,121.929,57.254,30.736 -2020-04-28 09:00:00,110.59,115.686,51.395,30.736 -2020-04-28 09:15:00,110.8,113.535,51.395,30.736 -2020-04-28 09:30:00,110.96,115.749,51.395,30.736 -2020-04-28 09:45:00,110.3,115.579,51.395,30.736 -2020-04-28 10:00:00,108.23,111.265,48.201,30.736 -2020-04-28 10:15:00,110.0,111.735,48.201,30.736 -2020-04-28 10:30:00,108.55,110.477,48.201,30.736 -2020-04-28 10:45:00,108.8,110.765,48.201,30.736 -2020-04-28 11:00:00,106.28,105.389,46.133,30.736 -2020-04-28 11:15:00,105.09,106.42,46.133,30.736 -2020-04-28 11:30:00,103.75,107.59899999999999,46.133,30.736 -2020-04-28 11:45:00,106.98,108.41,46.133,30.736 -2020-04-28 12:00:00,106.37,103.759,44.243,30.736 -2020-04-28 12:15:00,109.77,104.667,44.243,30.736 -2020-04-28 12:30:00,108.48,103.306,44.243,30.736 -2020-04-28 12:45:00,108.19,104.073,44.243,30.736 -2020-04-28 13:00:00,104.13,105.09,45.042,30.736 -2020-04-28 13:15:00,103.69,104.32,45.042,30.736 -2020-04-28 13:30:00,104.39,102.223,45.042,30.736 -2020-04-28 13:45:00,106.18,100.82600000000001,45.042,30.736 -2020-04-28 14:00:00,111.13,102.575,44.062,30.736 -2020-04-28 14:15:00,109.93,101.874,44.062,30.736 -2020-04-28 14:30:00,107.35,101.215,44.062,30.736 -2020-04-28 14:45:00,104.4,101.706,44.062,30.736 -2020-04-28 15:00:00,109.65,103.045,46.461999999999996,30.736 -2020-04-28 15:15:00,109.95,101.281,46.461999999999996,30.736 -2020-04-28 15:30:00,109.44,100.34299999999999,46.461999999999996,30.736 -2020-04-28 15:45:00,108.73,99.764,46.461999999999996,30.736 -2020-04-28 16:00:00,108.15,100.094,48.802,30.736 -2020-04-28 16:15:00,109.08,99.656,48.802,30.736 -2020-04-28 16:30:00,111.59,99.704,48.802,30.736 -2020-04-28 16:45:00,112.11,96.806,48.802,30.736 -2020-04-28 17:00:00,114.23,96.969,55.672,30.736 -2020-04-28 17:15:00,114.12,99.066,55.672,30.736 -2020-04-28 17:30:00,116.32,100.38799999999999,55.672,30.736 -2020-04-28 17:45:00,115.06,101.552,55.672,30.736 -2020-04-28 18:00:00,116.52,102.531,57.006,30.736 -2020-04-28 18:15:00,116.37,104.29299999999999,57.006,30.736 -2020-04-28 18:30:00,116.22,102.975,57.006,30.736 -2020-04-28 18:45:00,113.05,108.661,57.006,30.736 -2020-04-28 19:00:00,109.57,106.756,57.148,30.736 -2020-04-28 19:15:00,107.41,106.01799999999999,57.148,30.736 -2020-04-28 19:30:00,111.56,106.139,57.148,30.736 -2020-04-28 19:45:00,110.69,106.81299999999999,57.148,30.736 -2020-04-28 20:00:00,106.84,104.641,61.895,30.736 -2020-04-28 20:15:00,104.83,102.081,61.895,30.736 -2020-04-28 20:30:00,102.09,101.42,61.895,30.736 -2020-04-28 20:45:00,105.29,100.936,61.895,30.736 -2020-04-28 21:00:00,99.4,96.655,54.78,30.736 -2020-04-28 21:15:00,99.25,96.321,54.78,30.736 -2020-04-28 21:30:00,93.24,96.527,54.78,30.736 -2020-04-28 21:45:00,89.26,96.34100000000001,54.78,30.736 -2020-04-28 22:00:00,87.28,92.029,50.76,30.736 -2020-04-28 22:15:00,89.13,90.45700000000001,50.76,30.736 -2020-04-28 22:30:00,86.27,78.956,50.76,30.736 -2020-04-28 22:45:00,83.49,73.17399999999999,50.76,30.736 -2020-04-28 23:00:00,71.4,65.023,44.162,30.736 -2020-04-28 23:15:00,70.29,64.152,44.162,30.736 -2020-04-28 23:30:00,75.32,63.277,44.162,30.736 -2020-04-28 23:45:00,78.15,63.973,44.162,30.736 -2020-04-29 00:00:00,73.93,61.016999999999996,39.061,30.736 -2020-04-29 00:15:00,68.61,61.667,39.061,30.736 -2020-04-29 00:30:00,69.83,59.983999999999995,39.061,30.736 -2020-04-29 00:45:00,74.41,58.489,39.061,30.736 -2020-04-29 01:00:00,73.44,58.735,35.795,30.736 -2020-04-29 01:15:00,71.44,57.733000000000004,35.795,30.736 -2020-04-29 01:30:00,73.21,56.176,35.795,30.736 -2020-04-29 01:45:00,74.77,55.658,35.795,30.736 -2020-04-29 02:00:00,72.45,56.379,33.316,30.736 -2020-04-29 02:15:00,65.54,55.397,33.316,30.736 -2020-04-29 02:30:00,66.56,58.082,33.316,30.736 -2020-04-29 02:45:00,70.87,58.713,33.316,30.736 -2020-04-29 03:00:00,70.07,61.93899999999999,32.803000000000004,30.736 -2020-04-29 03:15:00,76.58,62.843,32.803000000000004,30.736 -2020-04-29 03:30:00,78.46,62.253,32.803000000000004,30.736 -2020-04-29 03:45:00,77.53,62.809,32.803000000000004,30.736 -2020-04-29 04:00:00,79.53,74.297,34.235,30.736 -2020-04-29 04:15:00,80.34,86.14399999999999,34.235,30.736 -2020-04-29 04:30:00,82.42,85.869,34.235,30.736 -2020-04-29 04:45:00,86.48,87.594,34.235,30.736 -2020-04-29 05:00:00,93.77,119.73,38.65,30.736 -2020-04-29 05:15:00,97.73,150.167,38.65,30.736 -2020-04-29 05:30:00,101.06,139.352,38.65,30.736 -2020-04-29 05:45:00,102.22,129.722,38.65,30.736 -2020-04-29 06:00:00,110.99,131.662,54.951,30.736 -2020-04-29 06:15:00,110.65,136.43200000000002,54.951,30.736 -2020-04-29 06:30:00,113.7,133.542,54.951,30.736 -2020-04-29 06:45:00,116.43,133.786,54.951,30.736 -2020-04-29 07:00:00,121.5,135.873,67.328,30.736 -2020-04-29 07:15:00,121.34,136.19899999999998,67.328,30.736 -2020-04-29 07:30:00,121.78,133.929,67.328,30.736 -2020-04-29 07:45:00,122.25,130.845,67.328,30.736 -2020-04-29 08:00:00,122.93,128.249,60.23,30.736 -2020-04-29 08:15:00,125.82,127.21,60.23,30.736 -2020-04-29 08:30:00,127.65,122.774,60.23,30.736 -2020-04-29 08:45:00,128.25,121.274,60.23,30.736 -2020-04-29 09:00:00,129.04,115.035,56.845,30.736 -2020-04-29 09:15:00,129.51,112.889,56.845,30.736 -2020-04-29 09:30:00,126.37,115.118,56.845,30.736 -2020-04-29 09:45:00,124.86,114.979,56.845,30.736 -2020-04-29 10:00:00,121.63,110.675,53.832,30.736 -2020-04-29 10:15:00,121.03,111.19,53.832,30.736 -2020-04-29 10:30:00,122.36,109.954,53.832,30.736 -2020-04-29 10:45:00,116.08,110.26100000000001,53.832,30.736 -2020-04-29 11:00:00,109.95,104.87799999999999,53.225,30.736 -2020-04-29 11:15:00,114.24,105.931,53.225,30.736 -2020-04-29 11:30:00,109.62,107.11,53.225,30.736 -2020-04-29 11:45:00,101.59,107.93799999999999,53.225,30.736 -2020-04-29 12:00:00,99.09,103.316,50.676,30.736 -2020-04-29 12:15:00,97.93,104.23,50.676,30.736 -2020-04-29 12:30:00,97.46,102.82700000000001,50.676,30.736 -2020-04-29 12:45:00,105.95,103.596,50.676,30.736 -2020-04-29 13:00:00,105.96,104.65100000000001,50.646,30.736 -2020-04-29 13:15:00,108.82,103.876,50.646,30.736 -2020-04-29 13:30:00,106.36,101.78200000000001,50.646,30.736 -2020-04-29 13:45:00,107.35,100.38799999999999,50.646,30.736 -2020-04-29 14:00:00,108.22,102.194,50.786,30.736 -2020-04-29 14:15:00,105.88,101.476,50.786,30.736 -2020-04-29 14:30:00,100.87,100.773,50.786,30.736 -2020-04-29 14:45:00,97.81,101.265,50.786,30.736 -2020-04-29 15:00:00,99.63,102.64,51.535,30.736 -2020-04-29 15:15:00,95.3,100.855,51.535,30.736 -2020-04-29 15:30:00,104.15,99.876,51.535,30.736 -2020-04-29 15:45:00,108.0,99.28,51.535,30.736 -2020-04-29 16:00:00,107.58,99.65299999999999,53.157,30.736 -2020-04-29 16:15:00,105.42,99.19,53.157,30.736 -2020-04-29 16:30:00,106.46,99.243,53.157,30.736 -2020-04-29 16:45:00,108.12,96.28399999999999,53.157,30.736 -2020-04-29 17:00:00,109.38,96.49600000000001,57.793,30.736 -2020-04-29 17:15:00,106.94,98.56700000000001,57.793,30.736 -2020-04-29 17:30:00,107.97,99.882,57.793,30.736 -2020-04-29 17:45:00,107.1,101.01899999999999,57.793,30.736 -2020-04-29 18:00:00,108.18,102.01299999999999,59.872,30.736 -2020-04-29 18:15:00,106.95,103.79,59.872,30.736 -2020-04-29 18:30:00,114.64,102.459,59.872,30.736 -2020-04-29 18:45:00,114.76,108.149,59.872,30.736 -2020-04-29 19:00:00,112.55,106.23700000000001,60.17100000000001,30.736 -2020-04-29 19:15:00,104.09,105.50299999999999,60.17100000000001,30.736 -2020-04-29 19:30:00,105.95,105.635,60.17100000000001,30.736 -2020-04-29 19:45:00,108.76,106.331,60.17100000000001,30.736 -2020-04-29 20:00:00,102.11,104.131,65.015,30.736 -2020-04-29 20:15:00,102.79,101.57799999999999,65.015,30.736 -2020-04-29 20:30:00,101.29,100.95100000000001,65.015,30.736 -2020-04-29 20:45:00,104.92,100.49700000000001,65.015,30.736 -2020-04-29 21:00:00,99.96,96.219,57.805,30.736 -2020-04-29 21:15:00,99.95,95.9,57.805,30.736 -2020-04-29 21:30:00,91.66,96.09100000000001,57.805,30.736 -2020-04-29 21:45:00,92.16,95.932,57.805,30.736 -2020-04-29 22:00:00,89.14,91.635,52.115,30.736 -2020-04-29 22:15:00,89.74,90.085,52.115,30.736 -2020-04-29 22:30:00,84.06,78.56,52.115,30.736 -2020-04-29 22:45:00,79.26,72.768,52.115,30.736 -2020-04-29 23:00:00,72.0,64.59100000000001,42.871,30.736 -2020-04-29 23:15:00,77.84,63.75899999999999,42.871,30.736 -2020-04-29 23:30:00,81.54,62.883,42.871,30.736 -2020-04-29 23:45:00,81.39,63.585,42.871,30.736 -2020-04-30 00:00:00,75.37,60.636,39.203,30.736 -2020-04-30 00:15:00,69.88,61.299,39.203,30.736 -2020-04-30 00:30:00,76.11,59.611999999999995,39.203,30.736 -2020-04-30 00:45:00,78.46,58.123000000000005,39.203,30.736 -2020-04-30 01:00:00,76.07,58.363,37.118,30.736 -2020-04-30 01:15:00,74.99,57.338,37.118,30.736 -2020-04-30 01:30:00,69.98,55.761,37.118,30.736 -2020-04-30 01:45:00,72.88,55.246,37.118,30.736 -2020-04-30 02:00:00,77.43,55.956,35.647,30.736 -2020-04-30 02:15:00,77.87,54.958999999999996,35.647,30.736 -2020-04-30 02:30:00,70.93,57.66,35.647,30.736 -2020-04-30 02:45:00,72.1,58.297,35.647,30.736 -2020-04-30 03:00:00,71.36,61.538000000000004,34.585,30.736 -2020-04-30 03:15:00,72.29,62.419,34.585,30.736 -2020-04-30 03:30:00,75.56,61.825,34.585,30.736 -2020-04-30 03:45:00,75.33,62.405,34.585,30.736 -2020-04-30 04:00:00,79.58,73.857,36.184,30.736 -2020-04-30 04:15:00,81.32,85.664,36.184,30.736 -2020-04-30 04:30:00,83.16,85.387,36.184,30.736 -2020-04-30 04:45:00,86.22,87.103,36.184,30.736 -2020-04-30 05:00:00,94.0,119.139,41.019,30.736 -2020-04-30 05:15:00,94.93,149.472,41.019,30.736 -2020-04-30 05:30:00,98.47,138.685,41.019,30.736 -2020-04-30 05:45:00,103.17,129.10299999999998,41.019,30.736 -2020-04-30 06:00:00,110.4,131.064,53.963,30.736 -2020-04-30 06:15:00,111.54,135.813,53.963,30.736 -2020-04-30 06:30:00,114.87,132.909,53.963,30.736 -2020-04-30 06:45:00,116.61,133.149,53.963,30.736 -2020-04-30 07:00:00,121.28,135.233,66.512,30.736 -2020-04-30 07:15:00,121.03,135.549,66.512,30.736 -2020-04-30 07:30:00,122.18,133.245,66.512,30.736 -2020-04-30 07:45:00,121.34,130.166,66.512,30.736 -2020-04-30 08:00:00,120.47,127.561,58.86,30.736 -2020-04-30 08:15:00,121.39,126.557,58.86,30.736 -2020-04-30 08:30:00,122.76,122.095,58.86,30.736 -2020-04-30 08:45:00,121.08,120.624,58.86,30.736 -2020-04-30 09:00:00,121.88,114.389,52.156000000000006,30.736 -2020-04-30 09:15:00,123.85,112.24799999999999,52.156000000000006,30.736 -2020-04-30 09:30:00,124.67,114.49,52.156000000000006,30.736 -2020-04-30 09:45:00,124.74,114.385,52.156000000000006,30.736 -2020-04-30 10:00:00,125.1,110.089,49.034,30.736 -2020-04-30 10:15:00,125.31,110.649,49.034,30.736 -2020-04-30 10:30:00,126.21,109.434,49.034,30.736 -2020-04-30 10:45:00,124.71,109.76,49.034,30.736 -2020-04-30 11:00:00,121.6,104.37200000000001,46.53,30.736 -2020-04-30 11:15:00,123.88,105.447,46.53,30.736 -2020-04-30 11:30:00,120.2,106.624,46.53,30.736 -2020-04-30 11:45:00,119.8,107.46799999999999,46.53,30.736 -2020-04-30 12:00:00,110.03,102.876,43.318000000000005,30.736 -2020-04-30 12:15:00,106.44,103.795,43.318000000000005,30.736 -2020-04-30 12:30:00,100.78,102.351,43.318000000000005,30.736 -2020-04-30 12:45:00,99.22,103.12299999999999,43.318000000000005,30.736 -2020-04-30 13:00:00,106.85,104.212,41.608000000000004,30.736 -2020-04-30 13:15:00,112.1,103.434,41.608000000000004,30.736 -2020-04-30 13:30:00,101.38,101.345,41.608000000000004,30.736 -2020-04-30 13:45:00,100.96,99.954,41.608000000000004,30.736 -2020-04-30 14:00:00,101.38,101.816,41.786,30.736 -2020-04-30 14:15:00,104.57,101.083,41.786,30.736 -2020-04-30 14:30:00,102.6,100.335,41.786,30.736 -2020-04-30 14:45:00,105.7,100.82799999999999,41.786,30.736 -2020-04-30 15:00:00,101.95,102.238,44.181999999999995,30.736 -2020-04-30 15:15:00,104.28,100.432,44.181999999999995,30.736 -2020-04-30 15:30:00,101.87,99.412,44.181999999999995,30.736 -2020-04-30 15:45:00,103.04,98.79899999999999,44.181999999999995,30.736 -2020-04-30 16:00:00,109.28,99.213,45.956,30.736 -2020-04-30 16:15:00,109.2,98.727,45.956,30.736 -2020-04-30 16:30:00,110.26,98.787,45.956,30.736 -2020-04-30 16:45:00,111.89,95.76299999999999,45.956,30.736 -2020-04-30 17:00:00,113.27,96.027,50.702,30.736 -2020-04-30 17:15:00,113.08,98.072,50.702,30.736 -2020-04-30 17:30:00,112.36,99.37899999999999,50.702,30.736 -2020-04-30 17:45:00,111.24,100.491,50.702,30.736 -2020-04-30 18:00:00,111.37,101.49600000000001,53.595,30.736 -2020-04-30 18:15:00,110.86,103.29,53.595,30.736 -2020-04-30 18:30:00,118.75,101.945,53.595,30.736 -2020-04-30 18:45:00,118.09,107.64,53.595,30.736 -2020-04-30 19:00:00,113.08,105.721,54.207,30.736 -2020-04-30 19:15:00,103.48,104.993,54.207,30.736 -2020-04-30 19:30:00,104.39,105.134,54.207,30.736 -2020-04-30 19:45:00,104.48,105.85,54.207,30.736 -2020-04-30 20:00:00,102.44,103.625,56.948,30.736 -2020-04-30 20:15:00,99.4,101.079,56.948,30.736 -2020-04-30 20:30:00,98.53,100.484,56.948,30.736 -2020-04-30 20:45:00,100.91,100.059,56.948,30.736 -2020-04-30 21:00:00,92.46,95.787,52.157,30.736 -2020-04-30 21:15:00,95.11,95.48200000000001,52.157,30.736 -2020-04-30 21:30:00,94.9,95.65799999999999,52.157,30.736 -2020-04-30 21:45:00,93.18,95.525,52.157,30.736 -2020-04-30 22:00:00,90.2,91.242,47.483000000000004,30.736 -2020-04-30 22:15:00,83.38,89.715,47.483000000000004,30.736 -2020-04-30 22:30:00,79.85,78.164,47.483000000000004,30.736 -2020-04-30 22:45:00,83.09,72.363,47.483000000000004,30.736 -2020-04-30 23:00:00,58.59,64.16199999999999,41.978,30.736 -2020-04-30 23:15:00,56.65,63.367,41.978,30.736 -2020-04-30 23:30:00,56.38,62.49100000000001,41.978,30.736 -2020-04-30 23:45:00,55.11,63.199,41.978,30.736 -2020-05-01 00:00:00,50.49,50.163000000000004,18.527,29.662 -2020-05-01 00:15:00,53.64,47.663999999999994,18.527,29.662 -2020-05-01 00:30:00,52.6,46.467,18.527,29.662 -2020-05-01 00:45:00,52.95,45.35,18.527,29.662 -2020-05-01 01:00:00,48.0,45.506,16.348,29.662 -2020-05-01 01:15:00,51.98,45.135,16.348,29.662 -2020-05-01 01:30:00,48.94,43.453,16.348,29.662 -2020-05-01 01:45:00,52.32,43.106,16.348,29.662 -2020-05-01 02:00:00,51.36,43.566,12.581,29.662 -2020-05-01 02:15:00,51.11,41.968,12.581,29.662 -2020-05-01 02:30:00,48.05,44.556999999999995,12.581,29.662 -2020-05-01 02:45:00,47.72,45.224,12.581,29.662 -2020-05-01 03:00:00,48.95,48.13399999999999,10.712,29.662 -2020-05-01 03:15:00,50.28,46.619,10.712,29.662 -2020-05-01 03:30:00,50.66,45.36600000000001,10.712,29.662 -2020-05-01 03:45:00,51.81,46.526,10.712,29.662 -2020-05-01 04:00:00,53.03,54.876000000000005,9.084,29.662 -2020-05-01 04:15:00,54.27,62.676,9.084,29.662 -2020-05-01 04:30:00,51.73,61.516999999999996,9.084,29.662 -2020-05-01 04:45:00,51.01,61.666000000000004,9.084,29.662 -2020-05-01 05:00:00,49.69,76.642,9.388,29.662 -2020-05-01 05:15:00,52.41,87.50299999999999,9.388,29.662 -2020-05-01 05:30:00,52.41,77.738,9.388,29.662 -2020-05-01 05:45:00,50.98,74.282,9.388,29.662 -2020-05-01 06:00:00,55.06,89.3,11.109000000000002,29.662 -2020-05-01 06:15:00,53.68,104.529,11.109000000000002,29.662 -2020-05-01 06:30:00,58.38,96.056,11.109000000000002,29.662 -2020-05-01 06:45:00,60.23,89.587,11.109000000000002,29.662 -2020-05-01 07:00:00,61.8,89.125,13.77,29.662 -2020-05-01 07:15:00,63.86,86.988,13.77,29.662 -2020-05-01 07:30:00,65.25,85.859,13.77,29.662 -2020-05-01 07:45:00,66.17,84.554,13.77,29.662 -2020-05-01 08:00:00,67.11,83.42200000000001,12.868,29.662 -2020-05-01 08:15:00,66.63,85.50299999999999,12.868,29.662 -2020-05-01 08:30:00,67.33,84.87100000000001,12.868,29.662 -2020-05-01 08:45:00,66.74,86.586,12.868,29.662 -2020-05-01 09:00:00,67.45,81.148,12.804,29.662 -2020-05-01 09:15:00,68.21,81.42699999999999,12.804,29.662 -2020-05-01 09:30:00,67.2,84.065,12.804,29.662 -2020-05-01 09:45:00,68.2,84.78399999999999,12.804,29.662 -2020-05-01 10:00:00,69.04,81.47,11.029000000000002,29.662 -2020-05-01 10:15:00,69.41,82.72200000000001,11.029000000000002,29.662 -2020-05-01 10:30:00,70.12,82.583,11.029000000000002,29.662 -2020-05-01 10:45:00,66.61,82.947,11.029000000000002,29.662 -2020-05-01 11:00:00,57.19,79.26,11.681,29.662 -2020-05-01 11:15:00,57.35,79.181,11.681,29.662 -2020-05-01 11:30:00,54.68,80.666,11.681,29.662 -2020-05-01 11:45:00,54.35,80.57,11.681,29.662 -2020-05-01 12:00:00,52.36,78.047,8.915,29.662 -2020-05-01 12:15:00,56.13,78.738,8.915,29.662 -2020-05-01 12:30:00,51.09,77.492,8.915,29.662 -2020-05-01 12:45:00,50.81,77.333,8.915,29.662 -2020-05-01 13:00:00,49.83,78.273,5.4639999999999995,29.662 -2020-05-01 13:15:00,45.08,78.259,5.4639999999999995,29.662 -2020-05-01 13:30:00,46.19,75.832,5.4639999999999995,29.662 -2020-05-01 13:45:00,47.46,74.252,5.4639999999999995,29.662 -2020-05-01 14:00:00,49.01,76.367,3.2939999999999996,29.662 -2020-05-01 14:15:00,48.35,75.575,3.2939999999999996,29.662 -2020-05-01 14:30:00,45.56,75.003,3.2939999999999996,29.662 -2020-05-01 14:45:00,48.43,74.546,3.2939999999999996,29.662 -2020-05-01 15:00:00,49.06,75.21,4.689,29.662 -2020-05-01 15:15:00,49.67,73.595,4.689,29.662 -2020-05-01 15:30:00,51.56,72.592,4.689,29.662 -2020-05-01 15:45:00,53.04,71.998,4.689,29.662 -2020-05-01 16:00:00,55.11,72.08,7.732,29.662 -2020-05-01 16:15:00,59.46,71.52,7.732,29.662 -2020-05-01 16:30:00,62.16,72.118,7.732,29.662 -2020-05-01 16:45:00,62.3,69.263,7.732,29.662 -2020-05-01 17:00:00,67.83,70.095,17.558,29.662 -2020-05-01 17:15:00,72.29,71.555,17.558,29.662 -2020-05-01 17:30:00,72.68,72.794,17.558,29.662 -2020-05-01 17:45:00,73.94,74.653,17.558,29.662 -2020-05-01 18:00:00,75.38,75.821,24.763,29.662 -2020-05-01 18:15:00,74.58,78.516,24.763,29.662 -2020-05-01 18:30:00,75.18,77.906,24.763,29.662 -2020-05-01 18:45:00,75.67,80.471,24.763,29.662 -2020-05-01 19:00:00,79.11,79.535,29.633000000000003,29.662 -2020-05-01 19:15:00,84.51,78.283,29.633000000000003,29.662 -2020-05-01 19:30:00,85.92,78.82,29.633000000000003,29.662 -2020-05-01 19:45:00,82.48,79.994,29.633000000000003,29.662 -2020-05-01 20:00:00,83.91,80.059,38.826,29.662 -2020-05-01 20:15:00,81.16,79.312,38.826,29.662 -2020-05-01 20:30:00,79.77,77.578,38.826,29.662 -2020-05-01 20:45:00,88.48,76.283,38.826,29.662 -2020-05-01 21:00:00,88.98,74.173,37.751,29.662 -2020-05-01 21:15:00,88.97,75.696,37.751,29.662 -2020-05-01 21:30:00,78.96,76.152,37.751,29.662 -2020-05-01 21:45:00,81.17,76.479,37.751,29.662 -2020-05-01 22:00:00,73.75,76.163,39.799,29.662 -2020-05-01 22:15:00,80.27,74.783,39.799,29.662 -2020-05-01 22:30:00,81.01,72.372,39.799,29.662 -2020-05-01 22:45:00,80.12,70.10600000000001,39.799,29.662 -2020-05-01 23:00:00,80.75,64.072,33.686,29.662 -2020-05-01 23:15:00,77.21,61.755,33.686,29.662 -2020-05-01 23:30:00,72.86,60.244,33.686,29.662 -2020-05-01 23:45:00,74.22,59.806999999999995,33.686,29.662 -2020-05-02 00:00:00,67.4,48.595,42.833999999999996,29.662 -2020-05-02 00:15:00,71.63,47.126000000000005,42.833999999999996,29.662 -2020-05-02 00:30:00,75.66,46.176,42.833999999999996,29.662 -2020-05-02 00:45:00,76.11,44.898999999999994,42.833999999999996,29.662 -2020-05-02 01:00:00,72.31,44.903999999999996,37.859,29.662 -2020-05-02 01:15:00,70.22,44.23,37.859,29.662 -2020-05-02 01:30:00,73.08,42.45,37.859,29.662 -2020-05-02 01:45:00,73.7,42.513999999999996,37.859,29.662 -2020-05-02 02:00:00,66.85,43.174,35.327,29.662 -2020-05-02 02:15:00,66.49,41.31100000000001,35.327,29.662 -2020-05-02 02:30:00,68.26,43.461000000000006,35.327,29.662 -2020-05-02 02:45:00,66.14,44.196999999999996,35.327,29.662 -2020-05-02 03:00:00,65.71,46.493,34.908,29.662 -2020-05-02 03:15:00,66.15,44.941,34.908,29.662 -2020-05-02 03:30:00,67.61,43.762,34.908,29.662 -2020-05-02 03:45:00,68.7,45.599,34.908,29.662 -2020-05-02 04:00:00,69.79,54.015,34.84,29.662 -2020-05-02 04:15:00,67.03,62.473,34.84,29.662 -2020-05-02 04:30:00,66.17,60.231,34.84,29.662 -2020-05-02 04:45:00,67.69,60.641999999999996,34.84,29.662 -2020-05-02 05:00:00,69.51,76.563,34.222,29.662 -2020-05-02 05:15:00,70.18,88.72,34.222,29.662 -2020-05-02 05:30:00,69.35,79.377,34.222,29.662 -2020-05-02 05:45:00,71.72,76.12100000000001,34.222,29.662 -2020-05-02 06:00:00,73.67,93.12,35.515,29.662 -2020-05-02 06:15:00,73.73,108.242,35.515,29.662 -2020-05-02 06:30:00,75.39,100.70299999999999,35.515,29.662 -2020-05-02 06:45:00,76.42,95.399,35.515,29.662 -2020-05-02 07:00:00,79.28,93.88799999999999,39.687,29.662 -2020-05-02 07:15:00,77.96,93.337,39.687,29.662 -2020-05-02 07:30:00,78.31,91.61399999999999,39.687,29.662 -2020-05-02 07:45:00,79.86,90.62100000000001,39.687,29.662 -2020-05-02 08:00:00,80.34,88.26799999999999,44.9,29.662 -2020-05-02 08:15:00,78.9,89.515,44.9,29.662 -2020-05-02 08:30:00,78.61,87.58,44.9,29.662 -2020-05-02 08:45:00,79.87,88.637,44.9,29.662 -2020-05-02 09:00:00,76.21,83.447,45.724,29.662 -2020-05-02 09:15:00,75.76,83.902,45.724,29.662 -2020-05-02 09:30:00,75.2,86.28399999999999,45.724,29.662 -2020-05-02 09:45:00,75.61,86.314,45.724,29.662 -2020-05-02 10:00:00,75.42,81.66199999999999,43.123999999999995,29.662 -2020-05-02 10:15:00,76.95,82.645,43.123999999999995,29.662 -2020-05-02 10:30:00,77.79,82.12200000000001,43.123999999999995,29.662 -2020-05-02 10:45:00,76.44,82.48899999999999,43.123999999999995,29.662 -2020-05-02 11:00:00,72.26,78.703,40.255,29.662 -2020-05-02 11:15:00,71.56,78.921,40.255,29.662 -2020-05-02 11:30:00,69.64,80.362,40.255,29.662 -2020-05-02 11:45:00,69.91,79.851,40.255,29.662 -2020-05-02 12:00:00,65.59,76.855,38.582,29.662 -2020-05-02 12:15:00,66.22,77.22399999999999,38.582,29.662 -2020-05-02 12:30:00,64.72,76.383,38.582,29.662 -2020-05-02 12:45:00,64.95,77.09,38.582,29.662 -2020-05-02 13:00:00,62.78,78.554,36.043,29.662 -2020-05-02 13:15:00,62.25,77.737,36.043,29.662 -2020-05-02 13:30:00,62.59,76.217,36.043,29.662 -2020-05-02 13:45:00,62.56,74.087,36.043,29.662 -2020-05-02 14:00:00,61.85,75.279,35.216,29.662 -2020-05-02 14:15:00,62.08,73.669,35.216,29.662 -2020-05-02 14:30:00,62.24,73.452,35.216,29.662 -2020-05-02 14:45:00,62.4,73.947,35.216,29.662 -2020-05-02 15:00:00,62.97,75.17399999999999,36.759,29.662 -2020-05-02 15:15:00,63.02,73.821,36.759,29.662 -2020-05-02 15:30:00,63.12,72.676,36.759,29.662 -2020-05-02 15:45:00,64.76,71.574,36.759,29.662 -2020-05-02 16:00:00,68.0,72.26,40.086,29.662 -2020-05-02 16:15:00,68.86,71.86399999999999,40.086,29.662 -2020-05-02 16:30:00,71.22,71.62,40.086,29.662 -2020-05-02 16:45:00,74.4,68.60300000000001,40.086,29.662 -2020-05-02 17:00:00,79.85,69.22399999999999,44.876999999999995,29.662 -2020-05-02 17:15:00,79.81,69.649,44.876999999999995,29.662 -2020-05-02 17:30:00,80.79,70.16199999999999,44.876999999999995,29.662 -2020-05-02 17:45:00,81.12,70.793,44.876999999999995,29.662 -2020-05-02 18:00:00,83.13,71.803,47.056000000000004,29.662 -2020-05-02 18:15:00,81.4,74.316,47.056000000000004,29.662 -2020-05-02 18:30:00,81.48,74.656,47.056000000000004,29.662 -2020-05-02 18:45:00,82.35,76.45,47.056000000000004,29.662 -2020-05-02 19:00:00,81.48,74.001,45.57,29.662 -2020-05-02 19:15:00,79.11,73.41,45.57,29.662 -2020-05-02 19:30:00,78.9,74.202,45.57,29.662 -2020-05-02 19:45:00,79.86,75.236,45.57,29.662 -2020-05-02 20:00:00,81.06,75.092,41.685,29.662 -2020-05-02 20:15:00,80.73,74.097,41.685,29.662 -2020-05-02 20:30:00,80.18,71.314,41.685,29.662 -2020-05-02 20:45:00,80.23,71.797,41.685,29.662 -2020-05-02 21:00:00,75.92,70.756,39.576,29.662 -2020-05-02 21:15:00,76.58,72.755,39.576,29.662 -2020-05-02 21:30:00,73.98,73.593,39.576,29.662 -2020-05-02 21:45:00,73.06,73.62,39.576,29.662 -2020-05-02 22:00:00,69.29,72.173,39.068000000000005,29.662 -2020-05-02 22:15:00,69.76,72.399,39.068000000000005,29.662 -2020-05-02 22:30:00,67.03,71.508,39.068000000000005,29.662 -2020-05-02 22:45:00,66.09,70.529,39.068000000000005,29.662 -2020-05-02 23:00:00,64.59,65.696,32.06,29.662 -2020-05-02 23:15:00,62.92,61.768,32.06,29.662 -2020-05-02 23:30:00,62.13,60.387,32.06,29.662 -2020-05-02 23:45:00,61.12,59.508,32.06,29.662 -2020-05-03 00:00:00,56.25,49.497,28.825,29.662 -2020-05-03 00:15:00,59.42,47.018,28.825,29.662 -2020-05-03 00:30:00,55.48,45.813,28.825,29.662 -2020-05-03 00:45:00,57.9,44.705,28.825,29.662 -2020-05-03 01:00:00,55.98,44.872,25.995,29.662 -2020-05-03 01:15:00,56.5,44.451,25.995,29.662 -2020-05-03 01:30:00,53.94,42.732,25.995,29.662 -2020-05-03 01:45:00,55.87,42.38399999999999,25.995,29.662 -2020-05-03 02:00:00,55.81,42.83,24.394000000000002,29.662 -2020-05-03 02:15:00,56.25,41.198,24.394000000000002,29.662 -2020-05-03 02:30:00,55.72,43.818000000000005,24.394000000000002,29.662 -2020-05-03 02:45:00,55.33,44.498999999999995,24.394000000000002,29.662 -2020-05-03 03:00:00,51.94,47.433,22.916999999999998,29.662 -2020-05-03 03:15:00,55.79,45.878,22.916999999999998,29.662 -2020-05-03 03:30:00,56.34,44.623999999999995,22.916999999999998,29.662 -2020-05-03 03:45:00,56.91,45.833,22.916999999999998,29.662 -2020-05-03 04:00:00,57.32,54.089,23.576999999999998,29.662 -2020-05-03 04:15:00,55.6,61.795,23.576999999999998,29.662 -2020-05-03 04:30:00,55.41,60.622,23.576999999999998,29.662 -2020-05-03 04:45:00,55.04,60.756,23.576999999999998,29.662 -2020-05-03 05:00:00,56.02,75.493,22.730999999999998,29.662 -2020-05-03 05:15:00,56.44,86.085,22.730999999999998,29.662 -2020-05-03 05:30:00,56.1,76.407,22.730999999999998,29.662 -2020-05-03 05:45:00,56.79,73.071,22.730999999999998,29.662 -2020-05-03 06:00:00,57.69,88.141,22.34,29.662 -2020-05-03 06:15:00,57.57,103.32,22.34,29.662 -2020-05-03 06:30:00,58.58,94.846,22.34,29.662 -2020-05-03 06:45:00,59.95,88.39299999999999,22.34,29.662 -2020-05-03 07:00:00,61.08,87.919,24.691999999999997,29.662 -2020-05-03 07:15:00,61.55,85.772,24.691999999999997,29.662 -2020-05-03 07:30:00,61.04,84.58,24.691999999999997,29.662 -2020-05-03 07:45:00,61.04,83.305,24.691999999999997,29.662 -2020-05-03 08:00:00,61.08,82.164,29.340999999999998,29.662 -2020-05-03 08:15:00,62.23,84.333,29.340999999999998,29.662 -2020-05-03 08:30:00,61.79,83.662,29.340999999999998,29.662 -2020-05-03 08:45:00,60.97,85.425,29.340999999999998,29.662 -2020-05-03 09:00:00,59.6,79.984,30.788,29.662 -2020-05-03 09:15:00,59.67,80.277,30.788,29.662 -2020-05-03 09:30:00,59.03,82.943,30.788,29.662 -2020-05-03 09:45:00,59.85,83.73,30.788,29.662 -2020-05-03 10:00:00,60.2,80.434,30.158,29.662 -2020-05-03 10:15:00,61.9,81.768,30.158,29.662 -2020-05-03 10:30:00,63.99,81.663,30.158,29.662 -2020-05-03 10:45:00,64.7,82.06200000000001,30.158,29.662 -2020-05-03 11:00:00,62.24,78.36,32.056,29.662 -2020-05-03 11:15:00,59.36,78.319,32.056,29.662 -2020-05-03 11:30:00,54.19,79.796,32.056,29.662 -2020-05-03 11:45:00,55.34,79.73100000000001,32.056,29.662 -2020-05-03 12:00:00,52.93,77.274,28.671999999999997,29.662 -2020-05-03 12:15:00,52.8,77.979,28.671999999999997,29.662 -2020-05-03 12:30:00,49.69,76.653,28.671999999999997,29.662 -2020-05-03 12:45:00,47.47,76.506,28.671999999999997,29.662 -2020-05-03 13:00:00,45.23,77.5,23.171,29.662 -2020-05-03 13:15:00,43.21,77.488,23.171,29.662 -2020-05-03 13:30:00,45.06,75.075,23.171,29.662 -2020-05-03 13:45:00,46.0,73.49600000000001,23.171,29.662 -2020-05-03 14:00:00,46.8,75.712,19.11,29.662 -2020-05-03 14:15:00,46.46,74.891,19.11,29.662 -2020-05-03 14:30:00,45.78,74.235,19.11,29.662 -2020-05-03 14:45:00,46.36,73.783,19.11,29.662 -2020-05-03 15:00:00,48.14,74.539,19.689,29.662 -2020-05-03 15:15:00,48.74,72.88600000000001,19.689,29.662 -2020-05-03 15:30:00,49.3,71.814,19.689,29.662 -2020-05-03 15:45:00,51.69,71.186,19.689,29.662 -2020-05-03 16:00:00,55.94,71.361,22.875,29.662 -2020-05-03 16:15:00,57.49,70.76100000000001,22.875,29.662 -2020-05-03 16:30:00,59.74,71.37899999999999,22.875,29.662 -2020-05-03 16:45:00,64.35,68.4,22.875,29.662 -2020-05-03 17:00:00,68.62,69.329,33.884,29.662 -2020-05-03 17:15:00,69.55,70.735,33.884,29.662 -2020-05-03 17:30:00,71.62,71.954,33.884,29.662 -2020-05-03 17:45:00,72.87,73.748,33.884,29.662 -2020-05-03 18:00:00,76.29,74.952,38.453,29.662 -2020-05-03 18:15:00,74.34,77.643,38.453,29.662 -2020-05-03 18:30:00,74.52,77.007,38.453,29.662 -2020-05-03 18:45:00,74.5,79.578,38.453,29.662 -2020-05-03 19:00:00,80.75,78.635,39.221,29.662 -2020-05-03 19:15:00,82.66,77.384,39.221,29.662 -2020-05-03 19:30:00,83.29,77.925,39.221,29.662 -2020-05-03 19:45:00,75.88,79.12100000000001,39.221,29.662 -2020-05-03 20:00:00,79.39,79.132,37.871,29.662 -2020-05-03 20:15:00,79.33,78.392,37.871,29.662 -2020-05-03 20:30:00,79.68,76.717,37.871,29.662 -2020-05-03 20:45:00,81.36,75.5,37.871,29.662 -2020-05-03 21:00:00,87.04,73.398,36.465,29.662 -2020-05-03 21:15:00,90.9,74.95,36.465,29.662 -2020-05-03 21:30:00,84.7,75.37,36.465,29.662 -2020-05-03 21:45:00,81.23,75.756,36.465,29.662 -2020-05-03 22:00:00,78.55,75.484,36.092,29.662 -2020-05-03 22:15:00,82.23,74.148,36.092,29.662 -2020-05-03 22:30:00,81.02,71.717,36.092,29.662 -2020-05-03 22:45:00,76.17,69.429,36.092,29.662 -2020-05-03 23:00:00,72.51,63.32899999999999,31.013,29.662 -2020-05-03 23:15:00,74.86,61.097,31.013,29.662 -2020-05-03 23:30:00,75.21,59.583999999999996,31.013,29.662 -2020-05-03 23:45:00,74.48,59.146,31.013,29.662 -2020-05-04 00:00:00,69.6,51.836999999999996,31.174,29.775 -2020-05-04 00:15:00,72.1,51.037,31.174,29.775 -2020-05-04 00:30:00,73.55,49.571999999999996,31.174,29.775 -2020-05-04 00:45:00,72.62,47.968999999999994,31.174,29.775 -2020-05-04 01:00:00,67.74,48.449,29.663,29.775 -2020-05-04 01:15:00,66.22,47.828,29.663,29.775 -2020-05-04 01:30:00,70.56,46.394,29.663,29.775 -2020-05-04 01:45:00,73.57,46.01,29.663,29.775 -2020-05-04 02:00:00,73.5,46.79600000000001,28.793000000000003,29.775 -2020-05-04 02:15:00,69.89,44.87,28.793000000000003,29.775 -2020-05-04 02:30:00,68.85,47.751000000000005,28.793000000000003,29.775 -2020-05-04 02:45:00,73.7,48.104,28.793000000000003,29.775 -2020-05-04 03:00:00,73.78,51.895,27.728,29.775 -2020-05-04 03:15:00,70.78,51.468,27.728,29.775 -2020-05-04 03:30:00,74.92,50.652,27.728,29.775 -2020-05-04 03:45:00,71.42,51.328,27.728,29.775 -2020-05-04 04:00:00,75.17,63.512,29.266,29.775 -2020-05-04 04:15:00,76.56,74.935,29.266,29.775 -2020-05-04 04:30:00,80.37,74.154,29.266,29.775 -2020-05-04 04:45:00,84.87,74.626,29.266,29.775 -2020-05-04 05:00:00,91.28,99.954,37.889,29.775 -2020-05-04 05:15:00,95.44,125.398,37.889,29.775 -2020-05-04 05:30:00,98.76,114.611,37.889,29.775 -2020-05-04 05:45:00,100.67,106.984,37.889,29.775 -2020-05-04 06:00:00,103.98,108.009,55.485,29.775 -2020-05-04 06:15:00,105.43,110.87700000000001,55.485,29.775 -2020-05-04 06:30:00,106.87,108.288,55.485,29.775 -2020-05-04 06:45:00,108.09,109.04,55.485,29.775 -2020-05-04 07:00:00,108.57,110.086,65.765,29.775 -2020-05-04 07:15:00,107.31,110.166,65.765,29.775 -2020-05-04 07:30:00,106.72,107.994,65.765,29.775 -2020-05-04 07:45:00,105.4,106.05799999999999,65.765,29.775 -2020-05-04 08:00:00,104.99,101.705,56.745,29.775 -2020-05-04 08:15:00,103.93,102.205,56.745,29.775 -2020-05-04 08:30:00,104.33,99.277,56.745,29.775 -2020-05-04 08:45:00,103.33,100.006,56.745,29.775 -2020-05-04 09:00:00,102.16,93.492,53.321999999999996,29.775 -2020-05-04 09:15:00,101.67,91.12200000000001,53.321999999999996,29.775 -2020-05-04 09:30:00,101.56,92.71799999999999,53.321999999999996,29.775 -2020-05-04 09:45:00,101.91,91.898,53.321999999999996,29.775 -2020-05-04 10:00:00,101.39,88.725,51.309,29.775 -2020-05-04 10:15:00,101.65,89.86200000000001,51.309,29.775 -2020-05-04 10:30:00,101.66,89.089,51.309,29.775 -2020-05-04 10:45:00,101.33,88.617,51.309,29.775 -2020-05-04 11:00:00,101.22,84.113,50.415,29.775 -2020-05-04 11:15:00,98.86,85.01899999999999,50.415,29.775 -2020-05-04 11:30:00,98.41,87.557,50.415,29.775 -2020-05-04 11:45:00,97.54,87.715,50.415,29.775 -2020-05-04 12:00:00,97.03,84.945,48.273,29.775 -2020-05-04 12:15:00,95.22,85.738,48.273,29.775 -2020-05-04 12:30:00,95.04,83.7,48.273,29.775 -2020-05-04 12:45:00,94.65,84.18700000000001,48.273,29.775 -2020-05-04 13:00:00,93.91,86.016,48.452,29.775 -2020-05-04 13:15:00,94.72,84.79299999999999,48.452,29.775 -2020-05-04 13:30:00,93.9,82.296,48.452,29.775 -2020-05-04 13:45:00,94.22,81.383,48.452,29.775 -2020-05-04 14:00:00,96.6,82.76899999999999,48.35,29.775 -2020-05-04 14:15:00,94.21,82.103,48.35,29.775 -2020-05-04 14:30:00,94.03,81.062,48.35,29.775 -2020-05-04 14:45:00,93.5,82.105,48.35,29.775 -2020-05-04 15:00:00,92.87,83.38600000000001,48.838,29.775 -2020-05-04 15:15:00,93.09,80.695,48.838,29.775 -2020-05-04 15:30:00,94.12,79.807,48.838,29.775 -2020-05-04 15:45:00,96.9,78.626,48.838,29.775 -2020-05-04 16:00:00,97.74,79.515,50.873000000000005,29.775 -2020-05-04 16:15:00,97.79,78.64699999999999,50.873000000000005,29.775 -2020-05-04 16:30:00,102.74,78.398,50.873000000000005,29.775 -2020-05-04 16:45:00,102.67,74.907,50.873000000000005,29.775 -2020-05-04 17:00:00,105.47,74.95100000000001,56.637,29.775 -2020-05-04 17:15:00,105.44,76.24,56.637,29.775 -2020-05-04 17:30:00,106.23,76.945,56.637,29.775 -2020-05-04 17:45:00,107.54,77.82600000000001,56.637,29.775 -2020-05-04 18:00:00,108.37,78.27,56.35,29.775 -2020-05-04 18:15:00,107.47,78.734,56.35,29.775 -2020-05-04 18:30:00,113.16,77.749,56.35,29.775 -2020-05-04 18:45:00,114.56,83.012,56.35,29.775 -2020-05-04 19:00:00,111.01,81.166,56.023,29.775 -2020-05-04 19:15:00,98.89,80.538,56.023,29.775 -2020-05-04 19:30:00,101.05,80.969,56.023,29.775 -2020-05-04 19:45:00,98.85,81.399,56.023,29.775 -2020-05-04 20:00:00,97.88,79.572,62.372,29.775 -2020-05-04 20:15:00,103.11,79.016,62.372,29.775 -2020-05-04 20:30:00,108.62,77.098,62.372,29.775 -2020-05-04 20:45:00,107.25,76.679,62.372,29.775 -2020-05-04 21:00:00,93.21,74.293,57.516999999999996,29.775 -2020-05-04 21:15:00,90.29,75.783,57.516999999999996,29.775 -2020-05-04 21:30:00,87.29,76.21,57.516999999999996,29.775 -2020-05-04 21:45:00,93.2,76.271,57.516999999999996,29.775 -2020-05-04 22:00:00,88.85,73.393,51.823,29.775 -2020-05-04 22:15:00,88.88,73.15899999999999,51.823,29.775 -2020-05-04 22:30:00,83.03,63.908,51.823,29.775 -2020-05-04 22:45:00,81.21,59.86,51.823,29.775 -2020-05-04 23:00:00,80.18,54.06100000000001,43.832,29.775 -2020-05-04 23:15:00,81.63,51.527,43.832,29.775 -2020-05-04 23:30:00,78.05,50.97,43.832,29.775 -2020-05-04 23:45:00,75.22,51.051,43.832,29.775 -2020-05-05 00:00:00,76.0,49.474,42.371,29.775 -2020-05-05 00:15:00,79.2,49.869,42.371,29.775 -2020-05-05 00:30:00,77.68,48.63,42.371,29.775 -2020-05-05 00:45:00,75.02,47.31100000000001,42.371,29.775 -2020-05-05 01:00:00,77.48,47.3,39.597,29.775 -2020-05-05 01:15:00,78.55,46.585,39.597,29.775 -2020-05-05 01:30:00,78.09,45.091,39.597,29.775 -2020-05-05 01:45:00,74.26,44.409,39.597,29.775 -2020-05-05 02:00:00,77.89,44.806999999999995,38.298,29.775 -2020-05-05 02:15:00,78.97,43.738,38.298,29.775 -2020-05-05 02:30:00,73.18,46.115,38.298,29.775 -2020-05-05 02:45:00,74.65,46.74,38.298,29.775 -2020-05-05 03:00:00,72.05,49.676,37.884,29.775 -2020-05-05 03:15:00,72.97,49.666000000000004,37.884,29.775 -2020-05-05 03:30:00,81.18,48.996,37.884,29.775 -2020-05-05 03:45:00,86.82,48.886,37.884,29.775 -2020-05-05 04:00:00,86.35,59.956,39.442,29.775 -2020-05-05 04:15:00,80.15,71.218,39.442,29.775 -2020-05-05 04:30:00,82.91,70.225,39.442,29.775 -2020-05-05 04:45:00,86.29,71.503,39.442,29.775 -2020-05-05 05:00:00,93.14,99.67200000000001,43.608000000000004,29.775 -2020-05-05 05:15:00,96.1,125.415,43.608000000000004,29.775 -2020-05-05 05:30:00,99.08,114.31700000000001,43.608000000000004,29.775 -2020-05-05 05:45:00,102.21,106.15799999999999,43.608000000000004,29.775 -2020-05-05 06:00:00,105.73,107.665,54.99100000000001,29.775 -2020-05-05 06:15:00,105.97,111.215,54.99100000000001,29.775 -2020-05-05 06:30:00,106.51,108.149,54.99100000000001,29.775 -2020-05-05 06:45:00,106.79,108.066,54.99100000000001,29.775 -2020-05-05 07:00:00,108.05,109.16,66.217,29.775 -2020-05-05 07:15:00,107.67,108.979,66.217,29.775 -2020-05-05 07:30:00,106.25,106.595,66.217,29.775 -2020-05-05 07:45:00,104.55,103.98200000000001,66.217,29.775 -2020-05-05 08:00:00,102.47,99.61399999999999,60.151,29.775 -2020-05-05 08:15:00,101.53,99.43299999999999,60.151,29.775 -2020-05-05 08:30:00,101.82,96.552,60.151,29.775 -2020-05-05 08:45:00,102.85,96.48899999999999,60.151,29.775 -2020-05-05 09:00:00,103.32,89.926,53.873000000000005,29.775 -2020-05-05 09:15:00,101.69,88.057,53.873000000000005,29.775 -2020-05-05 09:30:00,99.95,90.448,53.873000000000005,29.775 -2020-05-05 09:45:00,102.43,90.609,53.873000000000005,29.775 -2020-05-05 10:00:00,101.34,86.17399999999999,51.417,29.775 -2020-05-05 10:15:00,102.24,86.82799999999999,51.417,29.775 -2020-05-05 10:30:00,102.25,86.163,51.417,29.775 -2020-05-05 10:45:00,102.01,86.572,51.417,29.775 -2020-05-05 11:00:00,98.68,82.649,50.43600000000001,29.775 -2020-05-05 11:15:00,99.53,83.743,50.43600000000001,29.775 -2020-05-05 11:30:00,98.28,84.958,50.43600000000001,29.775 -2020-05-05 11:45:00,97.89,85.07700000000001,50.43600000000001,29.775 -2020-05-05 12:00:00,97.44,81.642,47.468,29.775 -2020-05-05 12:15:00,100.02,82.514,47.468,29.775 -2020-05-05 12:30:00,104.48,81.36,47.468,29.775 -2020-05-05 12:45:00,103.25,82.234,47.468,29.775 -2020-05-05 13:00:00,98.15,83.67200000000001,48.453,29.775 -2020-05-05 13:15:00,97.89,83.62799999999999,48.453,29.775 -2020-05-05 13:30:00,98.63,81.594,48.453,29.775 -2020-05-05 13:45:00,96.77,80.05199999999999,48.453,29.775 -2020-05-05 14:00:00,101.19,81.928,48.435,29.775 -2020-05-05 14:15:00,102.3,81.167,48.435,29.775 -2020-05-05 14:30:00,106.02,80.582,48.435,29.775 -2020-05-05 14:45:00,96.9,81.017,48.435,29.775 -2020-05-05 15:00:00,96.46,82.051,49.966,29.775 -2020-05-05 15:15:00,96.66,80.153,49.966,29.775 -2020-05-05 15:30:00,101.42,79.169,49.966,29.775 -2020-05-05 15:45:00,102.58,78.059,49.966,29.775 -2020-05-05 16:00:00,102.74,78.64699999999999,51.184,29.775 -2020-05-05 16:15:00,101.99,78.009,51.184,29.775 -2020-05-05 16:30:00,104.08,77.745,51.184,29.775 -2020-05-05 16:45:00,110.91,74.844,51.184,29.775 -2020-05-05 17:00:00,111.11,75.308,56.138999999999996,29.775 -2020-05-05 17:15:00,110.09,76.896,56.138999999999996,29.775 -2020-05-05 17:30:00,109.87,77.51899999999999,56.138999999999996,29.775 -2020-05-05 17:45:00,109.83,78.067,56.138999999999996,29.775 -2020-05-05 18:00:00,116.18,77.743,57.038000000000004,29.775 -2020-05-05 18:15:00,114.49,79.166,57.038000000000004,29.775 -2020-05-05 18:30:00,112.35,77.851,57.038000000000004,29.775 -2020-05-05 18:45:00,106.65,83.26299999999999,57.038000000000004,29.775 -2020-05-05 19:00:00,104.1,80.51100000000001,56.492,29.775 -2020-05-05 19:15:00,101.34,79.92399999999999,56.492,29.775 -2020-05-05 19:30:00,108.09,79.952,56.492,29.775 -2020-05-05 19:45:00,108.89,80.669,56.492,29.775 -2020-05-05 20:00:00,106.25,79.186,62.534,29.775 -2020-05-05 20:15:00,101.8,77.277,62.534,29.775 -2020-05-05 20:30:00,98.86,75.78699999999999,62.534,29.775 -2020-05-05 20:45:00,99.69,75.52600000000001,62.534,29.775 -2020-05-05 21:00:00,99.28,73.567,55.506,29.775 -2020-05-05 21:15:00,98.12,74.248,55.506,29.775 -2020-05-05 21:30:00,92.99,74.533,55.506,29.775 -2020-05-05 21:45:00,88.48,74.859,55.506,29.775 -2020-05-05 22:00:00,87.66,72.74600000000001,51.472,29.775 -2020-05-05 22:15:00,89.2,72.176,51.472,29.775 -2020-05-05 22:30:00,85.37,63.177,51.472,29.775 -2020-05-05 22:45:00,84.36,59.214,51.472,29.775 -2020-05-05 23:00:00,81.88,52.781000000000006,44.593,29.775 -2020-05-05 23:15:00,80.29,51.196000000000005,44.593,29.775 -2020-05-05 23:30:00,81.46,50.50899999999999,44.593,29.775 -2020-05-05 23:45:00,77.25,50.575,44.593,29.775 -2020-05-06 00:00:00,71.85,49.147,41.978,29.775 -2020-05-06 00:15:00,78.55,49.553000000000004,41.978,29.775 -2020-05-06 00:30:00,77.81,48.31,41.978,29.775 -2020-05-06 00:45:00,77.29,46.997,41.978,29.775 -2020-05-06 01:00:00,73.94,46.992,38.59,29.775 -2020-05-06 01:15:00,78.49,46.251999999999995,38.59,29.775 -2020-05-06 01:30:00,78.56,44.74100000000001,38.59,29.775 -2020-05-06 01:45:00,76.62,44.058,38.59,29.775 -2020-05-06 02:00:00,73.33,44.446999999999996,36.23,29.775 -2020-05-06 02:15:00,78.33,43.364,36.23,29.775 -2020-05-06 02:30:00,77.82,45.753,36.23,29.775 -2020-05-06 02:45:00,72.36,46.386,36.23,29.775 -2020-05-06 03:00:00,70.81,49.335,35.867,29.775 -2020-05-06 03:15:00,72.19,49.305,35.867,29.775 -2020-05-06 03:30:00,73.52,48.63399999999999,35.867,29.775 -2020-05-06 03:45:00,75.1,48.548,35.867,29.775 -2020-05-06 04:00:00,78.39,59.571999999999996,36.75,29.775 -2020-05-06 04:15:00,78.83,70.78699999999999,36.75,29.775 -2020-05-06 04:30:00,81.3,69.78699999999999,36.75,29.775 -2020-05-06 04:45:00,84.96,71.058,36.75,29.775 -2020-05-06 05:00:00,93.15,99.10799999999999,40.461,29.775 -2020-05-06 05:15:00,95.53,124.71799999999999,40.461,29.775 -2020-05-06 05:30:00,97.79,113.664,40.461,29.775 -2020-05-06 05:45:00,101.14,105.565,40.461,29.775 -2020-05-06 06:00:00,106.4,107.095,55.481,29.775 -2020-05-06 06:15:00,106.6,110.62100000000001,55.481,29.775 -2020-05-06 06:30:00,108.89,107.556,55.481,29.775 -2020-05-06 06:45:00,109.94,107.48100000000001,55.481,29.775 -2020-05-06 07:00:00,114.39,108.568,68.45,29.775 -2020-05-06 07:15:00,107.66,108.384,68.45,29.775 -2020-05-06 07:30:00,105.69,105.969,68.45,29.775 -2020-05-06 07:45:00,106.74,103.374,68.45,29.775 -2020-05-06 08:00:00,103.47,99.00200000000001,60.885,29.775 -2020-05-06 08:15:00,101.98,98.86399999999999,60.885,29.775 -2020-05-06 08:30:00,104.01,95.965,60.885,29.775 -2020-05-06 08:45:00,102.48,95.925,60.885,29.775 -2020-05-06 09:00:00,101.52,89.361,56.887,29.775 -2020-05-06 09:15:00,101.65,87.49799999999999,56.887,29.775 -2020-05-06 09:30:00,101.44,89.904,56.887,29.775 -2020-05-06 09:45:00,104.08,90.09700000000001,56.887,29.775 -2020-05-06 10:00:00,109.12,85.67200000000001,54.401,29.775 -2020-05-06 10:15:00,110.04,86.36399999999999,54.401,29.775 -2020-05-06 10:30:00,109.63,85.71600000000001,54.401,29.775 -2020-05-06 10:45:00,105.76,86.14200000000001,54.401,29.775 -2020-05-06 11:00:00,105.77,82.212,53.678000000000004,29.775 -2020-05-06 11:15:00,105.27,83.325,53.678000000000004,29.775 -2020-05-06 11:30:00,108.22,84.535,53.678000000000004,29.775 -2020-05-06 11:45:00,101.7,84.671,53.678000000000004,29.775 -2020-05-06 12:00:00,98.23,81.267,51.68,29.775 -2020-05-06 12:15:00,98.72,82.146,51.68,29.775 -2020-05-06 12:30:00,99.41,80.953,51.68,29.775 -2020-05-06 12:45:00,104.66,81.832,51.68,29.775 -2020-05-06 13:00:00,100.13,83.296,51.263000000000005,29.775 -2020-05-06 13:15:00,102.95,83.25200000000001,51.263000000000005,29.775 -2020-05-06 13:30:00,97.84,81.226,51.263000000000005,29.775 -2020-05-06 13:45:00,96.57,79.685,51.263000000000005,29.775 -2020-05-06 14:00:00,96.82,81.609,51.107,29.775 -2020-05-06 14:15:00,95.84,80.835,51.107,29.775 -2020-05-06 14:30:00,96.81,80.208,51.107,29.775 -2020-05-06 14:45:00,93.98,80.645,51.107,29.775 -2020-05-06 15:00:00,94.2,81.723,51.498000000000005,29.775 -2020-05-06 15:15:00,93.38,79.808,51.498000000000005,29.775 -2020-05-06 15:30:00,95.59,78.79,51.498000000000005,29.775 -2020-05-06 15:45:00,98.49,77.665,51.498000000000005,29.775 -2020-05-06 16:00:00,101.69,78.296,53.376999999999995,29.775 -2020-05-06 16:15:00,101.79,77.641,53.376999999999995,29.775 -2020-05-06 16:30:00,102.02,77.387,53.376999999999995,29.775 -2020-05-06 16:45:00,100.4,74.425,53.376999999999995,29.775 -2020-05-06 17:00:00,102.39,74.937,56.965,29.775 -2020-05-06 17:15:00,101.21,76.498,56.965,29.775 -2020-05-06 17:30:00,100.01,77.111,56.965,29.775 -2020-05-06 17:45:00,102.1,77.626,56.965,29.775 -2020-05-06 18:00:00,104.0,77.32,58.231,29.775 -2020-05-06 18:15:00,104.34,78.742,58.231,29.775 -2020-05-06 18:30:00,105.4,77.414,58.231,29.775 -2020-05-06 18:45:00,103.72,82.82700000000001,58.231,29.775 -2020-05-06 19:00:00,102.23,80.072,58.865,29.775 -2020-05-06 19:15:00,97.93,79.486,58.865,29.775 -2020-05-06 19:30:00,95.7,79.515,58.865,29.775 -2020-05-06 19:45:00,96.66,80.242,58.865,29.775 -2020-05-06 20:00:00,95.25,78.734,65.605,29.775 -2020-05-06 20:15:00,98.04,76.829,65.605,29.775 -2020-05-06 20:30:00,91.55,75.367,65.605,29.775 -2020-05-06 20:45:00,91.56,75.143,65.605,29.775 -2020-05-06 21:00:00,82.99,73.189,58.083999999999996,29.775 -2020-05-06 21:15:00,81.12,73.88600000000001,58.083999999999996,29.775 -2020-05-06 21:30:00,78.05,74.15100000000001,58.083999999999996,29.775 -2020-05-06 21:45:00,75.34,74.505,58.083999999999996,29.775 -2020-05-06 22:00:00,70.55,72.414,53.243,29.775 -2020-05-06 22:15:00,70.4,71.865,53.243,29.775 -2020-05-06 22:30:00,68.32,62.855,53.243,29.775 -2020-05-06 22:45:00,66.71,58.88,53.243,29.775 -2020-05-06 23:00:00,76.44,52.417,44.283,29.775 -2020-05-06 23:15:00,77.93,50.872,44.283,29.775 -2020-05-06 23:30:00,80.4,50.187,44.283,29.775 -2020-05-06 23:45:00,79.81,50.251999999999995,44.283,29.775 -2020-05-07 00:00:00,73.78,48.823,40.219,29.775 -2020-05-07 00:15:00,72.71,49.239,40.219,29.775 -2020-05-07 00:30:00,73.87,47.994,40.219,29.775 -2020-05-07 00:45:00,77.01,46.685,40.219,29.775 -2020-05-07 01:00:00,74.22,46.685,37.959,29.775 -2020-05-07 01:15:00,73.3,45.92100000000001,37.959,29.775 -2020-05-07 01:30:00,72.97,44.391999999999996,37.959,29.775 -2020-05-07 01:45:00,74.22,43.708999999999996,37.959,29.775 -2020-05-07 02:00:00,75.92,44.092,36.113,29.775 -2020-05-07 02:15:00,74.19,42.993,36.113,29.775 -2020-05-07 02:30:00,72.07,45.396,36.113,29.775 -2020-05-07 02:45:00,74.15,46.036,36.113,29.775 -2020-05-07 03:00:00,74.4,48.995,35.546,29.775 -2020-05-07 03:15:00,77.16,48.946000000000005,35.546,29.775 -2020-05-07 03:30:00,76.61,48.275,35.546,29.775 -2020-05-07 03:45:00,78.26,48.214,35.546,29.775 -2020-05-07 04:00:00,79.9,59.19,37.169000000000004,29.775 -2020-05-07 04:15:00,80.7,70.359,37.169000000000004,29.775 -2020-05-07 04:30:00,83.75,69.352,37.169000000000004,29.775 -2020-05-07 04:45:00,87.24,70.615,37.169000000000004,29.775 -2020-05-07 05:00:00,95.0,98.54899999999999,41.233000000000004,29.775 -2020-05-07 05:15:00,97.6,124.024,41.233000000000004,29.775 -2020-05-07 05:30:00,100.93,113.01700000000001,41.233000000000004,29.775 -2020-05-07 05:45:00,104.36,104.975,41.233000000000004,29.775 -2020-05-07 06:00:00,111.07,106.531,52.57,29.775 -2020-05-07 06:15:00,111.79,110.03200000000001,52.57,29.775 -2020-05-07 06:30:00,115.27,106.96700000000001,52.57,29.775 -2020-05-07 06:45:00,116.41,106.9,52.57,29.775 -2020-05-07 07:00:00,121.35,107.98,64.53,29.775 -2020-05-07 07:15:00,120.69,107.794,64.53,29.775 -2020-05-07 07:30:00,120.64,105.34899999999999,64.53,29.775 -2020-05-07 07:45:00,119.58,102.771,64.53,29.775 -2020-05-07 08:00:00,118.88,98.395,55.911,29.775 -2020-05-07 08:15:00,119.04,98.3,55.911,29.775 -2020-05-07 08:30:00,120.65,95.383,55.911,29.775 -2020-05-07 08:45:00,121.31,95.367,55.911,29.775 -2020-05-07 09:00:00,120.75,88.802,50.949,29.775 -2020-05-07 09:15:00,121.94,86.946,50.949,29.775 -2020-05-07 09:30:00,124.2,89.363,50.949,29.775 -2020-05-07 09:45:00,125.86,89.59,50.949,29.775 -2020-05-07 10:00:00,123.35,85.17299999999999,48.136,29.775 -2020-05-07 10:15:00,121.67,85.905,48.136,29.775 -2020-05-07 10:30:00,122.7,85.274,48.136,29.775 -2020-05-07 10:45:00,121.37,85.71700000000001,48.136,29.775 -2020-05-07 11:00:00,120.01,81.78,46.643,29.775 -2020-05-07 11:15:00,119.7,82.912,46.643,29.775 -2020-05-07 11:30:00,116.44,84.117,46.643,29.775 -2020-05-07 11:45:00,120.55,84.266,46.643,29.775 -2020-05-07 12:00:00,114.26,80.895,44.098,29.775 -2020-05-07 12:15:00,115.33,81.78,44.098,29.775 -2020-05-07 12:30:00,115.25,80.548,44.098,29.775 -2020-05-07 12:45:00,111.95,81.433,44.098,29.775 -2020-05-07 13:00:00,111.66,82.92299999999999,43.717,29.775 -2020-05-07 13:15:00,115.79,82.87899999999999,43.717,29.775 -2020-05-07 13:30:00,112.84,80.861,43.717,29.775 -2020-05-07 13:45:00,113.94,79.32,43.717,29.775 -2020-05-07 14:00:00,112.73,81.293,44.218999999999994,29.775 -2020-05-07 14:15:00,110.34,80.506,44.218999999999994,29.775 -2020-05-07 14:30:00,109.63,79.837,44.218999999999994,29.775 -2020-05-07 14:45:00,110.46,80.277,44.218999999999994,29.775 -2020-05-07 15:00:00,109.7,81.399,46.159,29.775 -2020-05-07 15:15:00,111.05,79.46600000000001,46.159,29.775 -2020-05-07 15:30:00,108.64,78.415,46.159,29.775 -2020-05-07 15:45:00,109.14,77.273,46.159,29.775 -2020-05-07 16:00:00,109.78,77.95100000000001,47.115,29.775 -2020-05-07 16:15:00,111.93,77.275,47.115,29.775 -2020-05-07 16:30:00,114.03,77.032,47.115,29.775 -2020-05-07 16:45:00,114.16,74.009,47.115,29.775 -2020-05-07 17:00:00,114.59,74.568,50.827,29.775 -2020-05-07 17:15:00,113.02,76.104,50.827,29.775 -2020-05-07 17:30:00,114.7,76.706,50.827,29.775 -2020-05-07 17:45:00,114.23,77.19,50.827,29.775 -2020-05-07 18:00:00,114.07,76.90100000000001,52.586000000000006,29.775 -2020-05-07 18:15:00,110.01,78.32,52.586000000000006,29.775 -2020-05-07 18:30:00,114.3,76.979,52.586000000000006,29.775 -2020-05-07 18:45:00,113.58,82.39299999999999,52.586000000000006,29.775 -2020-05-07 19:00:00,112.14,79.639,51.886,29.775 -2020-05-07 19:15:00,106.35,79.051,51.886,29.775 -2020-05-07 19:30:00,105.41,79.083,51.886,29.775 -2020-05-07 19:45:00,106.24,79.819,51.886,29.775 -2020-05-07 20:00:00,105.1,78.285,56.162,29.775 -2020-05-07 20:15:00,103.7,76.383,56.162,29.775 -2020-05-07 20:30:00,103.6,74.949,56.162,29.775 -2020-05-07 20:45:00,103.67,74.764,56.162,29.775 -2020-05-07 21:00:00,98.44,72.814,53.023,29.775 -2020-05-07 21:15:00,98.45,73.525,53.023,29.775 -2020-05-07 21:30:00,93.13,73.773,53.023,29.775 -2020-05-07 21:45:00,94.44,74.152,53.023,29.775 -2020-05-07 22:00:00,88.82,72.084,49.303999999999995,29.775 -2020-05-07 22:15:00,86.68,71.556,49.303999999999995,29.775 -2020-05-07 22:30:00,83.38,62.534,49.303999999999995,29.775 -2020-05-07 22:45:00,84.4,58.549,49.303999999999995,29.775 -2020-05-07 23:00:00,58.37,52.053999999999995,43.409,29.775 -2020-05-07 23:15:00,57.74,50.552,43.409,29.775 -2020-05-07 23:30:00,55.82,49.86600000000001,43.409,29.775 -2020-05-07 23:45:00,54.77,49.93,43.409,29.775 -2020-05-08 00:00:00,53.24,46.693000000000005,39.884,29.775 -2020-05-08 00:15:00,54.19,47.361999999999995,39.884,29.775 -2020-05-08 00:30:00,54.32,46.278999999999996,39.884,29.775 -2020-05-08 00:45:00,55.58,45.352,39.884,29.775 -2020-05-08 01:00:00,52.76,44.941,37.658,29.775 -2020-05-08 01:15:00,53.95,44.012,37.658,29.775 -2020-05-08 01:30:00,54.34,42.949,37.658,29.775 -2020-05-08 01:45:00,53.53,42.105,37.658,29.775 -2020-05-08 02:00:00,52.96,43.25,36.707,29.775 -2020-05-08 02:15:00,54.39,42.055,36.707,29.775 -2020-05-08 02:30:00,54.97,45.31399999999999,36.707,29.775 -2020-05-08 02:45:00,54.2,45.437,36.707,29.775 -2020-05-08 03:00:00,55.31,48.655,37.025,29.775 -2020-05-08 03:15:00,56.15,47.978,37.025,29.775 -2020-05-08 03:30:00,57.39,47.113,37.025,29.775 -2020-05-08 03:45:00,59.16,47.886,37.025,29.775 -2020-05-08 04:00:00,61.87,59.01,38.349000000000004,29.775 -2020-05-08 04:15:00,63.45,68.811,38.349000000000004,29.775 -2020-05-08 04:30:00,66.08,68.631,38.349000000000004,29.775 -2020-05-08 04:45:00,68.24,68.958,38.349000000000004,29.775 -2020-05-08 05:00:00,72.24,95.93,41.565,29.775 -2020-05-08 05:15:00,73.47,122.565,41.565,29.775 -2020-05-08 05:30:00,76.45,112.135,41.565,29.775 -2020-05-08 05:45:00,79.96,103.76799999999999,41.565,29.775 -2020-05-08 06:00:00,84.65,105.696,53.861000000000004,29.775 -2020-05-08 06:15:00,86.18,108.787,53.861000000000004,29.775 -2020-05-08 06:30:00,88.73,105.376,53.861000000000004,29.775 -2020-05-08 06:45:00,89.53,105.786,53.861000000000004,29.775 -2020-05-08 07:00:00,93.58,107.083,63.497,29.775 -2020-05-08 07:15:00,92.57,107.986,63.497,29.775 -2020-05-08 07:30:00,92.28,103.915,63.497,29.775 -2020-05-08 07:45:00,92.57,100.859,63.497,29.775 -2020-05-08 08:00:00,92.12,96.67299999999999,55.43899999999999,29.775 -2020-05-08 08:15:00,93.47,96.991,55.43899999999999,29.775 -2020-05-08 08:30:00,95.97,94.354,55.43899999999999,29.775 -2020-05-08 08:45:00,98.27,93.648,55.43899999999999,29.775 -2020-05-08 09:00:00,97.16,85.48,52.132,29.775 -2020-05-08 09:15:00,97.44,85.31700000000001,52.132,29.775 -2020-05-08 09:30:00,96.52,87.052,52.132,29.775 -2020-05-08 09:45:00,93.66,87.565,52.132,29.775 -2020-05-08 10:00:00,90.57,82.54700000000001,49.881,29.775 -2020-05-08 10:15:00,90.43,83.43799999999999,49.881,29.775 -2020-05-08 10:30:00,92.89,83.205,49.881,29.775 -2020-05-08 10:45:00,92.64,83.412,49.881,29.775 -2020-05-08 11:00:00,87.14,79.635,49.396,29.775 -2020-05-08 11:15:00,84.45,79.61,49.396,29.775 -2020-05-08 11:30:00,82.3,81.271,49.396,29.775 -2020-05-08 11:45:00,84.56,80.74600000000001,49.396,29.775 -2020-05-08 12:00:00,85.34,78.204,46.7,29.775 -2020-05-08 12:15:00,87.59,77.72800000000001,46.7,29.775 -2020-05-08 12:30:00,82.79,76.611,46.7,29.775 -2020-05-08 12:45:00,84.03,77.154,46.7,29.775 -2020-05-08 13:00:00,86.69,79.491,44.05,29.775 -2020-05-08 13:15:00,90.34,79.928,44.05,29.775 -2020-05-08 13:30:00,92.17,78.503,44.05,29.775 -2020-05-08 13:45:00,91.91,77.16,44.05,29.775 -2020-05-08 14:00:00,91.0,78.111,42.805,29.775 -2020-05-08 14:15:00,87.13,77.55199999999999,42.805,29.775 -2020-05-08 14:30:00,85.29,78.155,42.805,29.775 -2020-05-08 14:45:00,85.31,78.226,42.805,29.775 -2020-05-08 15:00:00,81.82,79.128,44.36600000000001,29.775 -2020-05-08 15:15:00,80.11,76.816,44.36600000000001,29.775 -2020-05-08 15:30:00,79.41,74.672,44.36600000000001,29.775 -2020-05-08 15:45:00,79.63,74.131,44.36600000000001,29.775 -2020-05-08 16:00:00,80.31,73.779,46.928999999999995,29.775 -2020-05-08 16:15:00,83.58,73.572,46.928999999999995,29.775 -2020-05-08 16:30:00,85.81,73.242,46.928999999999995,29.775 -2020-05-08 16:45:00,88.21,69.52600000000001,46.928999999999995,29.775 -2020-05-08 17:00:00,90.9,71.516,51.468,29.775 -2020-05-08 17:15:00,90.29,72.729,51.468,29.775 -2020-05-08 17:30:00,91.83,73.315,51.468,29.775 -2020-05-08 17:45:00,93.13,73.54899999999999,51.468,29.775 -2020-05-08 18:00:00,95.38,73.646,52.58,29.775 -2020-05-08 18:15:00,93.36,74.184,52.58,29.775 -2020-05-08 18:30:00,94.59,72.903,52.58,29.775 -2020-05-08 18:45:00,91.5,78.64,52.58,29.775 -2020-05-08 19:00:00,88.14,76.949,52.183,29.775 -2020-05-08 19:15:00,85.24,77.32600000000001,52.183,29.775 -2020-05-08 19:30:00,84.68,77.257,52.183,29.775 -2020-05-08 19:45:00,85.55,77.033,52.183,29.775 -2020-05-08 20:00:00,86.18,75.357,58.497,29.775 -2020-05-08 20:15:00,86.8,74.078,58.497,29.775 -2020-05-08 20:30:00,85.42,72.279,58.497,29.775 -2020-05-08 20:45:00,84.39,71.708,58.497,29.775 -2020-05-08 21:00:00,79.14,70.98,54.731,29.775 -2020-05-08 21:15:00,78.08,73.17699999999999,54.731,29.775 -2020-05-08 21:30:00,75.44,73.305,54.731,29.775 -2020-05-08 21:45:00,73.8,74.07300000000001,54.731,29.775 -2020-05-08 22:00:00,69.96,72.279,51.386,29.775 -2020-05-08 22:15:00,70.53,71.528,51.386,29.775 -2020-05-08 22:30:00,67.66,68.579,51.386,29.775 -2020-05-08 22:45:00,66.61,66.559,51.386,29.775 -2020-05-08 23:00:00,62.1,61.192,44.463,29.775 -2020-05-08 23:15:00,61.96,57.783,44.463,29.775 -2020-05-08 23:30:00,61.24,55.128,44.463,29.775 -2020-05-08 23:45:00,61.9,54.85,44.463,29.775 -2020-05-09 00:00:00,59.19,46.31399999999999,42.833999999999996,29.662 -2020-05-09 00:15:00,59.48,44.915,42.833999999999996,29.662 -2020-05-09 00:30:00,58.27,43.941,42.833999999999996,29.662 -2020-05-09 00:45:00,58.41,42.702,42.833999999999996,29.662 -2020-05-09 01:00:00,56.44,42.744,37.859,29.662 -2020-05-09 01:15:00,57.02,41.898999999999994,37.859,29.662 -2020-05-09 01:30:00,54.39,39.994,37.859,29.662 -2020-05-09 01:45:00,57.37,40.054,37.859,29.662 -2020-05-09 02:00:00,56.57,40.662,35.327,29.662 -2020-05-09 02:15:00,57.32,38.695,35.327,29.662 -2020-05-09 02:30:00,56.09,40.938,35.327,29.662 -2020-05-09 02:45:00,56.5,41.725,35.327,29.662 -2020-05-09 03:00:00,56.74,44.101000000000006,34.908,29.662 -2020-05-09 03:15:00,57.04,42.413999999999994,34.908,29.662 -2020-05-09 03:30:00,57.73,41.23,34.908,29.662 -2020-05-09 03:45:00,58.65,43.236000000000004,34.908,29.662 -2020-05-09 04:00:00,56.1,51.325,34.84,29.662 -2020-05-09 04:15:00,58.39,59.455,34.84,29.662 -2020-05-09 04:30:00,58.62,57.167,34.84,29.662 -2020-05-09 04:45:00,58.93,57.523,34.84,29.662 -2020-05-09 05:00:00,59.13,72.622,34.222,29.662 -2020-05-09 05:15:00,58.29,83.84100000000001,34.222,29.662 -2020-05-09 05:30:00,61.65,74.814,34.222,29.662 -2020-05-09 05:45:00,64.49,71.96600000000001,34.222,29.662 -2020-05-09 06:00:00,67.16,89.139,35.515,29.662 -2020-05-09 06:15:00,68.9,104.09200000000001,35.515,29.662 -2020-05-09 06:30:00,67.17,96.552,35.515,29.662 -2020-05-09 06:45:00,72.7,91.306,35.515,29.662 -2020-05-09 07:00:00,71.59,89.74700000000001,39.687,29.662 -2020-05-09 07:15:00,75.04,89.178,39.687,29.662 -2020-05-09 07:30:00,77.56,87.242,39.687,29.662 -2020-05-09 07:45:00,81.67,86.36399999999999,39.687,29.662 -2020-05-09 08:00:00,83.62,83.985,44.9,29.662 -2020-05-09 08:15:00,84.5,85.53399999999999,44.9,29.662 -2020-05-09 08:30:00,84.0,83.471,44.9,29.662 -2020-05-09 08:45:00,81.6,84.695,44.9,29.662 -2020-05-09 09:00:00,79.98,79.499,45.724,29.662 -2020-05-09 09:15:00,82.69,79.999,45.724,29.662 -2020-05-09 09:30:00,76.88,82.469,45.724,29.662 -2020-05-09 09:45:00,80.32,82.73200000000001,45.724,29.662 -2020-05-09 10:00:00,74.68,78.143,43.123999999999995,29.662 -2020-05-09 10:15:00,75.87,79.402,43.123999999999995,29.662 -2020-05-09 10:30:00,75.83,78.999,43.123999999999995,29.662 -2020-05-09 10:45:00,76.14,79.484,43.123999999999995,29.662 -2020-05-09 11:00:00,72.08,75.645,40.255,29.662 -2020-05-09 11:15:00,70.62,75.997,40.255,29.662 -2020-05-09 11:30:00,73.05,77.406,40.255,29.662 -2020-05-09 11:45:00,75.89,76.999,40.255,29.662 -2020-05-09 12:00:00,76.78,74.229,38.582,29.662 -2020-05-09 12:15:00,71.51,74.643,38.582,29.662 -2020-05-09 12:30:00,73.06,73.529,38.582,29.662 -2020-05-09 12:45:00,72.57,74.273,38.582,29.662 -2020-05-09 13:00:00,70.0,75.922,36.043,29.662 -2020-05-09 13:15:00,68.54,75.10600000000001,36.043,29.662 -2020-05-09 13:30:00,62.42,73.637,36.043,29.662 -2020-05-09 13:45:00,66.38,71.518,36.043,29.662 -2020-05-09 14:00:00,70.51,73.04899999999999,35.216,29.662 -2020-05-09 14:15:00,77.12,71.347,35.216,29.662 -2020-05-09 14:30:00,70.75,70.837,35.216,29.662 -2020-05-09 14:45:00,67.87,71.348,35.216,29.662 -2020-05-09 15:00:00,69.68,72.88600000000001,36.759,29.662 -2020-05-09 15:15:00,71.0,71.407,36.759,29.662 -2020-05-09 15:30:00,71.64,70.027,36.759,29.662 -2020-05-09 15:45:00,74.81,68.809,36.759,29.662 -2020-05-09 16:00:00,75.54,69.814,40.086,29.662 -2020-05-09 16:15:00,71.72,69.282,40.086,29.662 -2020-05-09 16:30:00,75.34,69.111,40.086,29.662 -2020-05-09 16:45:00,76.17,65.67,40.086,29.662 -2020-05-09 17:00:00,77.72,66.625,44.876999999999995,29.662 -2020-05-09 17:15:00,79.16,66.865,44.876999999999995,29.662 -2020-05-09 17:30:00,79.96,67.304,44.876999999999995,29.662 -2020-05-09 17:45:00,80.99,67.714,44.876999999999995,29.662 -2020-05-09 18:00:00,80.0,68.844,47.056000000000004,29.662 -2020-05-09 18:15:00,82.8,71.342,47.056000000000004,29.662 -2020-05-09 18:30:00,81.66,71.592,47.056000000000004,29.662 -2020-05-09 18:45:00,82.41,73.399,47.056000000000004,29.662 -2020-05-09 19:00:00,80.39,70.936,45.57,29.662 -2020-05-09 19:15:00,77.08,70.343,45.57,29.662 -2020-05-09 19:30:00,74.71,71.15100000000001,45.57,29.662 -2020-05-09 19:45:00,78.23,72.253,45.57,29.662 -2020-05-09 20:00:00,78.77,71.929,41.685,29.662 -2020-05-09 20:15:00,79.72,70.954,41.685,29.662 -2020-05-09 20:30:00,78.87,68.374,41.685,29.662 -2020-05-09 20:45:00,78.23,69.122,41.685,29.662 -2020-05-09 21:00:00,76.02,68.109,39.576,29.662 -2020-05-09 21:15:00,74.79,70.21300000000001,39.576,29.662 -2020-05-09 21:30:00,70.34,70.922,39.576,29.662 -2020-05-09 21:45:00,72.16,71.14399999999999,39.576,29.662 -2020-05-09 22:00:00,69.44,69.848,39.068000000000005,29.662 -2020-05-09 22:15:00,66.81,70.223,39.068000000000005,29.662 -2020-05-09 22:30:00,65.84,69.253,39.068000000000005,29.662 -2020-05-09 22:45:00,65.64,68.2,39.068000000000005,29.662 -2020-05-09 23:00:00,58.1,63.147,32.06,29.662 -2020-05-09 23:15:00,61.56,59.51,32.06,29.662 -2020-05-09 23:30:00,59.59,58.13,32.06,29.662 -2020-05-09 23:45:00,61.11,57.242,32.06,29.662 -2020-05-10 00:00:00,56.26,47.231,28.825,29.662 -2020-05-10 00:15:00,56.19,44.821000000000005,28.825,29.662 -2020-05-10 00:30:00,56.2,43.593999999999994,28.825,29.662 -2020-05-10 00:45:00,56.93,42.525,28.825,29.662 -2020-05-10 01:00:00,54.42,42.729,25.995,29.662 -2020-05-10 01:15:00,55.57,42.137,25.995,29.662 -2020-05-10 01:30:00,54.8,40.296,25.995,29.662 -2020-05-10 01:45:00,54.72,39.944,25.995,29.662 -2020-05-10 02:00:00,53.8,40.336,24.394000000000002,29.662 -2020-05-10 02:15:00,53.93,38.604,24.394000000000002,29.662 -2020-05-10 02:30:00,54.27,41.316,24.394000000000002,29.662 -2020-05-10 02:45:00,53.34,42.047,24.394000000000002,29.662 -2020-05-10 03:00:00,53.35,45.059,22.916999999999998,29.662 -2020-05-10 03:15:00,53.77,43.37,22.916999999999998,29.662 -2020-05-10 03:30:00,55.05,42.111999999999995,22.916999999999998,29.662 -2020-05-10 03:45:00,55.75,43.489,22.916999999999998,29.662 -2020-05-10 04:00:00,53.43,51.42,23.576999999999998,29.662 -2020-05-10 04:15:00,53.2,58.799,23.576999999999998,29.662 -2020-05-10 04:30:00,52.95,57.58,23.576999999999998,29.662 -2020-05-10 04:45:00,53.86,57.659,23.576999999999998,29.662 -2020-05-10 05:00:00,53.48,71.578,22.730999999999998,29.662 -2020-05-10 05:15:00,54.32,81.235,22.730999999999998,29.662 -2020-05-10 05:30:00,53.89,71.875,22.730999999999998,29.662 -2020-05-10 05:45:00,54.74,68.944,22.730999999999998,29.662 -2020-05-10 06:00:00,56.84,84.185,22.34,29.662 -2020-05-10 06:15:00,56.42,99.195,22.34,29.662 -2020-05-10 06:30:00,57.71,90.72200000000001,22.34,29.662 -2020-05-10 06:45:00,58.61,84.32700000000001,22.34,29.662 -2020-05-10 07:00:00,59.27,83.804,24.691999999999997,29.662 -2020-05-10 07:15:00,59.67,81.642,24.691999999999997,29.662 -2020-05-10 07:30:00,59.68,80.24,24.691999999999997,29.662 -2020-05-10 07:45:00,60.06,79.082,24.691999999999997,29.662 -2020-05-10 08:00:00,59.38,77.918,29.340999999999998,29.662 -2020-05-10 08:15:00,59.29,80.388,29.340999999999998,29.662 -2020-05-10 08:30:00,59.52,79.59,29.340999999999998,29.662 -2020-05-10 08:45:00,58.7,81.51899999999999,29.340999999999998,29.662 -2020-05-10 09:00:00,56.6,76.072,30.788,29.662 -2020-05-10 09:15:00,57.08,76.41,30.788,29.662 -2020-05-10 09:30:00,57.77,79.16199999999999,30.788,29.662 -2020-05-10 09:45:00,60.07,80.18,30.788,29.662 -2020-05-10 10:00:00,59.67,76.94800000000001,30.158,29.662 -2020-05-10 10:15:00,60.32,78.554,30.158,29.662 -2020-05-10 10:30:00,60.97,78.569,30.158,29.662 -2020-05-10 10:45:00,61.22,79.084,30.158,29.662 -2020-05-10 11:00:00,58.46,75.331,32.056,29.662 -2020-05-10 11:15:00,58.18,75.423,32.056,29.662 -2020-05-10 11:30:00,55.24,76.867,32.056,29.662 -2020-05-10 11:45:00,55.54,76.905,32.056,29.662 -2020-05-10 12:00:00,53.33,74.672,28.671999999999997,29.662 -2020-05-10 12:15:00,54.51,75.421,28.671999999999997,29.662 -2020-05-10 12:30:00,50.53,73.825,28.671999999999997,29.662 -2020-05-10 12:45:00,50.54,73.71300000000001,28.671999999999997,29.662 -2020-05-10 13:00:00,47.4,74.889,23.171,29.662 -2020-05-10 13:15:00,45.4,74.87899999999999,23.171,29.662 -2020-05-10 13:30:00,46.65,72.51899999999999,23.171,29.662 -2020-05-10 13:45:00,48.47,70.95,23.171,29.662 -2020-05-10 14:00:00,49.27,73.501,19.11,29.662 -2020-05-10 14:15:00,48.56,72.59100000000001,19.11,29.662 -2020-05-10 14:30:00,47.46,71.642,19.11,29.662 -2020-05-10 14:45:00,47.02,71.206,19.11,29.662 -2020-05-10 15:00:00,46.47,72.26899999999999,19.689,29.662 -2020-05-10 15:15:00,45.86,70.492,19.689,29.662 -2020-05-10 15:30:00,47.51,69.187,19.689,29.662 -2020-05-10 15:45:00,49.12,68.445,19.689,29.662 -2020-05-10 16:00:00,54.26,68.936,22.875,29.662 -2020-05-10 16:15:00,59.43,68.202,22.875,29.662 -2020-05-10 16:30:00,61.12,68.893,22.875,29.662 -2020-05-10 16:45:00,64.01,65.495,22.875,29.662 -2020-05-10 17:00:00,66.15,66.755,33.884,29.662 -2020-05-10 17:15:00,65.55,67.977,33.884,29.662 -2020-05-10 17:30:00,68.01,69.122,33.884,29.662 -2020-05-10 17:45:00,69.14,70.696,33.884,29.662 -2020-05-10 18:00:00,71.22,72.01899999999999,38.453,29.662 -2020-05-10 18:15:00,71.38,74.692,38.453,29.662 -2020-05-10 18:30:00,71.35,73.967,38.453,29.662 -2020-05-10 18:45:00,72.02,76.55,38.453,29.662 -2020-05-10 19:00:00,71.05,75.596,39.221,29.662 -2020-05-10 19:15:00,71.32,74.34100000000001,39.221,29.662 -2020-05-10 19:30:00,76.1,74.89699999999999,39.221,29.662 -2020-05-10 19:45:00,79.65,76.161,39.221,29.662 -2020-05-10 20:00:00,78.39,75.993,37.871,29.662 -2020-05-10 20:15:00,77.6,75.27199999999999,37.871,29.662 -2020-05-10 20:30:00,79.29,73.798,37.871,29.662 -2020-05-10 20:45:00,79.19,72.845,37.871,29.662 -2020-05-10 21:00:00,79.14,70.771,36.465,29.662 -2020-05-10 21:15:00,79.16,72.43,36.465,29.662 -2020-05-10 21:30:00,76.86,72.72,36.465,29.662 -2020-05-10 21:45:00,77.71,73.296,36.465,29.662 -2020-05-10 22:00:00,72.23,73.175,36.092,29.662 -2020-05-10 22:15:00,73.28,71.986,36.092,29.662 -2020-05-10 22:30:00,71.29,69.47399999999999,36.092,29.662 -2020-05-10 22:45:00,72.19,67.111,36.092,29.662 -2020-05-10 23:00:00,66.3,60.795,31.013,29.662 -2020-05-10 23:15:00,67.7,58.853,31.013,29.662 -2020-05-10 23:30:00,66.26,57.341,31.013,29.662 -2020-05-10 23:45:00,66.87,56.893,31.013,29.662 -2020-05-11 00:00:00,68.36,49.586999999999996,31.174,29.775 -2020-05-11 00:15:00,71.71,48.857,31.174,29.775 -2020-05-11 00:30:00,71.93,47.37,31.174,29.775 -2020-05-11 00:45:00,68.14,45.806999999999995,31.174,29.775 -2020-05-11 01:00:00,62.71,46.325,29.663,29.775 -2020-05-11 01:15:00,63.59,45.534,29.663,29.775 -2020-05-11 01:30:00,63.09,43.979,29.663,29.775 -2020-05-11 01:45:00,66.91,43.59,29.663,29.775 -2020-05-11 02:00:00,71.05,44.325,28.793000000000003,29.775 -2020-05-11 02:15:00,71.22,42.299,28.793000000000003,29.775 -2020-05-11 02:30:00,67.29,45.268,28.793000000000003,29.775 -2020-05-11 02:45:00,64.47,45.673,28.793000000000003,29.775 -2020-05-11 03:00:00,65.55,49.538999999999994,27.728,29.775 -2020-05-11 03:15:00,66.79,48.979,27.728,29.775 -2020-05-11 03:30:00,67.95,48.162,27.728,29.775 -2020-05-11 03:45:00,74.12,49.006,27.728,29.775 -2020-05-11 04:00:00,80.04,60.865,29.266,29.775 -2020-05-11 04:15:00,81.67,71.962,29.266,29.775 -2020-05-11 04:30:00,80.33,71.131,29.266,29.775 -2020-05-11 04:45:00,81.18,71.55199999999999,29.266,29.775 -2020-05-11 05:00:00,89.03,96.06299999999999,37.889,29.775 -2020-05-11 05:15:00,93.69,120.575,37.889,29.775 -2020-05-11 05:30:00,95.84,110.10700000000001,37.889,29.775 -2020-05-11 05:45:00,103.12,102.885,37.889,29.775 -2020-05-11 06:00:00,109.88,104.07799999999999,55.485,29.775 -2020-05-11 06:15:00,110.72,106.779,55.485,29.775 -2020-05-11 06:30:00,107.23,104.19200000000001,55.485,29.775 -2020-05-11 06:45:00,105.05,105.00299999999999,55.485,29.775 -2020-05-11 07:00:00,107.77,106.0,65.765,29.775 -2020-05-11 07:15:00,109.31,106.066,65.765,29.775 -2020-05-11 07:30:00,106.64,103.68700000000001,65.765,29.775 -2020-05-11 07:45:00,108.08,101.87200000000001,65.765,29.775 -2020-05-11 08:00:00,112.88,97.49700000000001,56.745,29.775 -2020-05-11 08:15:00,110.39,98.29700000000001,56.745,29.775 -2020-05-11 08:30:00,108.45,95.244,56.745,29.775 -2020-05-11 08:45:00,105.26,96.137,56.745,29.775 -2020-05-11 09:00:00,105.56,89.617,53.321999999999996,29.775 -2020-05-11 09:15:00,103.65,87.292,53.321999999999996,29.775 -2020-05-11 09:30:00,103.56,88.97200000000001,53.321999999999996,29.775 -2020-05-11 09:45:00,106.22,88.381,53.321999999999996,29.775 -2020-05-11 10:00:00,102.45,85.273,51.309,29.775 -2020-05-11 10:15:00,103.67,86.678,51.309,29.775 -2020-05-11 10:30:00,103.32,86.024,51.309,29.775 -2020-05-11 10:45:00,101.26,85.666,51.309,29.775 -2020-05-11 11:00:00,99.43,81.113,50.415,29.775 -2020-05-11 11:15:00,98.15,82.15100000000001,50.415,29.775 -2020-05-11 11:30:00,98.64,84.656,50.415,29.775 -2020-05-11 11:45:00,96.79,84.916,50.415,29.775 -2020-05-11 12:00:00,96.52,82.369,48.273,29.775 -2020-05-11 12:15:00,96.68,83.20299999999999,48.273,29.775 -2020-05-11 12:30:00,95.66,80.89699999999999,48.273,29.775 -2020-05-11 12:45:00,95.11,81.42,48.273,29.775 -2020-05-11 13:00:00,94.53,83.427,48.452,29.775 -2020-05-11 13:15:00,101.79,82.205,48.452,29.775 -2020-05-11 13:30:00,101.81,79.762,48.452,29.775 -2020-05-11 13:45:00,100.1,78.861,48.452,29.775 -2020-05-11 14:00:00,93.14,80.579,48.35,29.775 -2020-05-11 14:15:00,93.8,79.82300000000001,48.35,29.775 -2020-05-11 14:30:00,92.72,78.492,48.35,29.775 -2020-05-11 14:45:00,95.44,79.55,48.35,29.775 -2020-05-11 15:00:00,93.18,81.13600000000001,48.838,29.775 -2020-05-11 15:15:00,91.76,78.321,48.838,29.775 -2020-05-11 15:30:00,93.36,77.204,48.838,29.775 -2020-05-11 15:45:00,94.72,75.90899999999999,48.838,29.775 -2020-05-11 16:00:00,95.88,77.11399999999999,50.873000000000005,29.775 -2020-05-11 16:15:00,96.96,76.11,50.873000000000005,29.775 -2020-05-11 16:30:00,99.03,75.937,50.873000000000005,29.775 -2020-05-11 16:45:00,101.19,72.03,50.873000000000005,29.775 -2020-05-11 17:00:00,103.98,72.402,56.637,29.775 -2020-05-11 17:15:00,104.09,73.51,56.637,29.775 -2020-05-11 17:30:00,105.88,74.139,56.637,29.775 -2020-05-11 17:45:00,105.66,74.80199999999999,56.637,29.775 -2020-05-11 18:00:00,106.65,75.36399999999999,56.35,29.775 -2020-05-11 18:15:00,105.32,75.806,56.35,29.775 -2020-05-11 18:30:00,112.4,74.733,56.35,29.775 -2020-05-11 18:45:00,113.9,80.008,56.35,29.775 -2020-05-11 19:00:00,103.24,78.153,56.023,29.775 -2020-05-11 19:15:00,99.4,77.52,56.023,29.775 -2020-05-11 19:30:00,100.03,77.965,56.023,29.775 -2020-05-11 19:45:00,99.47,78.46300000000001,56.023,29.775 -2020-05-11 20:00:00,100.76,76.457,62.372,29.775 -2020-05-11 20:15:00,98.44,75.921,62.372,29.775 -2020-05-11 20:30:00,97.74,74.20100000000001,62.372,29.775 -2020-05-11 20:45:00,96.87,74.044,62.372,29.775 -2020-05-11 21:00:00,95.03,71.687,57.516999999999996,29.775 -2020-05-11 21:15:00,93.92,73.28399999999999,57.516999999999996,29.775 -2020-05-11 21:30:00,95.99,73.58,57.516999999999996,29.775 -2020-05-11 21:45:00,94.93,73.828,57.516999999999996,29.775 -2020-05-11 22:00:00,89.61,71.101,51.823,29.775 -2020-05-11 22:15:00,82.35,71.01100000000001,51.823,29.775 -2020-05-11 22:30:00,85.45,61.678999999999995,51.823,29.775 -2020-05-11 22:45:00,85.91,57.555,51.823,29.775 -2020-05-11 23:00:00,82.2,51.543,43.832,29.775 -2020-05-11 23:15:00,78.11,49.298,43.832,29.775 -2020-05-11 23:30:00,80.04,48.743,43.832,29.775 -2020-05-11 23:45:00,81.09,48.815,43.832,29.775 -2020-05-12 00:00:00,78.75,47.239,42.371,29.775 -2020-05-12 00:15:00,74.73,47.705,42.371,29.775 -2020-05-12 00:30:00,75.86,46.446000000000005,42.371,29.775 -2020-05-12 00:45:00,79.25,45.168,42.371,29.775 -2020-05-12 01:00:00,77.81,45.195,39.597,29.775 -2020-05-12 01:15:00,76.91,44.31100000000001,39.597,29.775 -2020-05-12 01:30:00,71.67,42.696999999999996,39.597,29.775 -2020-05-12 01:45:00,78.35,42.011,39.597,29.775 -2020-05-12 02:00:00,78.21,42.357,38.298,29.775 -2020-05-12 02:15:00,77.57,41.191,38.298,29.775 -2020-05-12 02:30:00,70.31,43.653,38.298,29.775 -2020-05-12 02:45:00,70.29,44.328,38.298,29.775 -2020-05-12 03:00:00,71.96,47.341,37.884,29.775 -2020-05-12 03:15:00,73.12,47.2,37.884,29.775 -2020-05-12 03:30:00,74.65,46.527,37.884,29.775 -2020-05-12 03:45:00,76.43,46.586000000000006,37.884,29.775 -2020-05-12 04:00:00,82.71,57.331,39.442,29.775 -2020-05-12 04:15:00,87.45,68.267,39.442,29.775 -2020-05-12 04:30:00,90.35,67.226,39.442,29.775 -2020-05-12 04:45:00,87.36,68.453,39.442,29.775 -2020-05-12 05:00:00,92.61,95.80799999999999,43.608000000000004,29.775 -2020-05-12 05:15:00,95.01,120.62100000000001,43.608000000000004,29.775 -2020-05-12 05:30:00,97.1,109.846,43.608000000000004,29.775 -2020-05-12 05:45:00,99.06,102.089,43.608000000000004,29.775 -2020-05-12 06:00:00,104.0,103.76,54.99100000000001,29.775 -2020-05-12 06:15:00,104.83,107.14399999999999,54.99100000000001,29.775 -2020-05-12 06:30:00,107.38,104.08200000000001,54.99100000000001,29.775 -2020-05-12 06:45:00,107.97,104.059,54.99100000000001,29.775 -2020-05-12 07:00:00,108.87,105.101,66.217,29.775 -2020-05-12 07:15:00,110.38,104.91,66.217,29.775 -2020-05-12 07:30:00,109.05,102.322,66.217,29.775 -2020-05-12 07:45:00,113.65,99.833,66.217,29.775 -2020-05-12 08:00:00,108.2,95.444,60.151,29.775 -2020-05-12 08:15:00,103.72,95.56299999999999,60.151,29.775 -2020-05-12 08:30:00,103.77,92.559,60.151,29.775 -2020-05-12 08:45:00,104.97,92.65899999999999,60.151,29.775 -2020-05-12 09:00:00,109.3,86.09100000000001,53.873000000000005,29.775 -2020-05-12 09:15:00,106.31,84.264,53.873000000000005,29.775 -2020-05-12 09:30:00,107.3,86.738,53.873000000000005,29.775 -2020-05-12 09:45:00,105.8,87.12700000000001,53.873000000000005,29.775 -2020-05-12 10:00:00,103.34,82.756,51.417,29.775 -2020-05-12 10:15:00,109.67,83.676,51.417,29.775 -2020-05-12 10:30:00,105.75,83.12700000000001,51.417,29.775 -2020-05-12 10:45:00,108.2,83.65,51.417,29.775 -2020-05-12 11:00:00,106.71,79.682,50.43600000000001,29.775 -2020-05-12 11:15:00,107.35,80.905,50.43600000000001,29.775 -2020-05-12 11:30:00,110.29,82.086,50.43600000000001,29.775 -2020-05-12 11:45:00,120.56,82.305,50.43600000000001,29.775 -2020-05-12 12:00:00,127.19,79.093,47.468,29.775 -2020-05-12 12:15:00,125.28,80.00399999999999,47.468,29.775 -2020-05-12 12:30:00,115.59,78.583,47.468,29.775 -2020-05-12 12:45:00,116.61,79.493,47.468,29.775 -2020-05-12 13:00:00,118.57,81.10600000000001,48.453,29.775 -2020-05-12 13:15:00,118.1,81.064,48.453,29.775 -2020-05-12 13:30:00,109.12,79.085,48.453,29.775 -2020-05-12 13:45:00,111.48,77.554,48.453,29.775 -2020-05-12 14:00:00,124.56,79.757,48.435,29.775 -2020-05-12 14:15:00,123.29,78.90899999999999,48.435,29.775 -2020-05-12 14:30:00,118.12,78.03399999999999,48.435,29.775 -2020-05-12 14:45:00,118.02,78.485,48.435,29.775 -2020-05-12 15:00:00,121.42,79.819,49.966,29.775 -2020-05-12 15:15:00,120.43,77.8,49.966,29.775 -2020-05-12 15:30:00,116.21,76.589,49.966,29.775 -2020-05-12 15:45:00,114.12,75.368,49.966,29.775 -2020-05-12 16:00:00,113.27,76.267,51.184,29.775 -2020-05-12 16:15:00,110.03,75.498,51.184,29.775 -2020-05-12 16:30:00,113.31,75.309,51.184,29.775 -2020-05-12 16:45:00,110.3,71.995,51.184,29.775 -2020-05-12 17:00:00,113.37,72.785,56.138999999999996,29.775 -2020-05-12 17:15:00,113.49,74.193,56.138999999999996,29.775 -2020-05-12 17:30:00,116.69,74.74,56.138999999999996,29.775 -2020-05-12 17:45:00,114.28,75.071,56.138999999999996,29.775 -2020-05-12 18:00:00,119.23,74.863,57.038000000000004,29.775 -2020-05-12 18:15:00,118.62,76.265,57.038000000000004,29.775 -2020-05-12 18:30:00,115.63,74.863,57.038000000000004,29.775 -2020-05-12 18:45:00,111.37,80.283,57.038000000000004,29.775 -2020-05-12 19:00:00,112.68,77.525,56.492,29.775 -2020-05-12 19:15:00,112.7,76.933,56.492,29.775 -2020-05-12 19:30:00,108.78,76.973,56.492,29.775 -2020-05-12 19:45:00,103.96,77.756,56.492,29.775 -2020-05-12 20:00:00,102.83,76.097,62.534,29.775 -2020-05-12 20:15:00,99.27,74.208,62.534,29.775 -2020-05-12 20:30:00,100.18,72.914,62.534,29.775 -2020-05-12 20:45:00,106.01,72.91199999999999,62.534,29.775 -2020-05-12 21:00:00,98.91,70.986,55.506,29.775 -2020-05-12 21:15:00,97.97,71.77199999999999,55.506,29.775 -2020-05-12 21:30:00,90.65,71.925,55.506,29.775 -2020-05-12 21:45:00,87.9,72.434,55.506,29.775 -2020-05-12 22:00:00,89.08,70.472,51.472,29.775 -2020-05-12 22:15:00,88.65,70.043,51.472,29.775 -2020-05-12 22:30:00,85.02,60.961000000000006,51.472,29.775 -2020-05-12 22:45:00,79.11,56.92100000000001,51.472,29.775 -2020-05-12 23:00:00,74.3,50.28,44.593,29.775 -2020-05-12 23:15:00,77.56,48.982,44.593,29.775 -2020-05-12 23:30:00,74.7,48.299,44.593,29.775 -2020-05-12 23:45:00,74.02,48.355,44.593,29.775 -2020-05-13 00:00:00,77.65,46.93,41.978,29.775 -2020-05-13 00:15:00,79.78,47.406000000000006,41.978,29.775 -2020-05-13 00:30:00,79.02,46.145,41.978,29.775 -2020-05-13 00:45:00,74.67,44.873000000000005,41.978,29.775 -2020-05-13 01:00:00,70.45,44.906000000000006,38.59,29.775 -2020-05-13 01:15:00,75.07,43.998999999999995,38.59,29.775 -2020-05-13 01:30:00,76.59,42.369,38.59,29.775 -2020-05-13 01:45:00,78.3,41.681000000000004,38.59,29.775 -2020-05-13 02:00:00,73.41,42.021,36.23,29.775 -2020-05-13 02:15:00,70.67,40.841,36.23,29.775 -2020-05-13 02:30:00,69.26,43.31399999999999,36.23,29.775 -2020-05-13 02:45:00,70.7,43.997,36.23,29.775 -2020-05-13 03:00:00,72.64,47.019,35.867,29.775 -2020-05-13 03:15:00,72.13,46.858999999999995,35.867,29.775 -2020-05-13 03:30:00,73.68,46.188,35.867,29.775 -2020-05-13 03:45:00,77.49,46.271,35.867,29.775 -2020-05-13 04:00:00,80.21,56.97,36.75,29.775 -2020-05-13 04:15:00,87.8,67.86,36.75,29.775 -2020-05-13 04:30:00,91.75,66.811,36.75,29.775 -2020-05-13 04:45:00,96.22,68.03,36.75,29.775 -2020-05-13 05:00:00,96.43,95.272,40.461,29.775 -2020-05-13 05:15:00,98.98,119.954,40.461,29.775 -2020-05-13 05:30:00,102.79,109.227,40.461,29.775 -2020-05-13 05:45:00,105.22,101.527,40.461,29.775 -2020-05-13 06:00:00,111.07,103.219,55.481,29.775 -2020-05-13 06:15:00,111.37,106.58,55.481,29.775 -2020-05-13 06:30:00,115.97,103.52,55.481,29.775 -2020-05-13 06:45:00,119.83,103.505,55.481,29.775 -2020-05-13 07:00:00,123.06,104.54,68.45,29.775 -2020-05-13 07:15:00,124.82,104.348,68.45,29.775 -2020-05-13 07:30:00,124.87,101.734,68.45,29.775 -2020-05-13 07:45:00,126.18,99.264,68.45,29.775 -2020-05-13 08:00:00,124.84,94.87200000000001,60.885,29.775 -2020-05-13 08:15:00,125.61,95.03299999999999,60.885,29.775 -2020-05-13 08:30:00,127.05,92.01299999999999,60.885,29.775 -2020-05-13 08:45:00,130.24,92.135,60.885,29.775 -2020-05-13 09:00:00,129.22,85.56700000000001,56.887,29.775 -2020-05-13 09:15:00,132.69,83.745,56.887,29.775 -2020-05-13 09:30:00,132.0,86.23,56.887,29.775 -2020-05-13 09:45:00,133.26,86.65,56.887,29.775 -2020-05-13 10:00:00,132.15,82.288,54.401,29.775 -2020-05-13 10:15:00,133.61,83.245,54.401,29.775 -2020-05-13 10:30:00,132.7,82.713,54.401,29.775 -2020-05-13 10:45:00,129.86,83.25200000000001,54.401,29.775 -2020-05-13 11:00:00,125.77,79.27600000000001,53.678000000000004,29.775 -2020-05-13 11:15:00,124.22,80.518,53.678000000000004,29.775 -2020-05-13 11:30:00,132.15,81.693,53.678000000000004,29.775 -2020-05-13 11:45:00,134.23,81.925,53.678000000000004,29.775 -2020-05-13 12:00:00,133.92,78.745,51.68,29.775 -2020-05-13 12:15:00,126.49,79.66,51.68,29.775 -2020-05-13 12:30:00,126.47,78.203,51.68,29.775 -2020-05-13 12:45:00,126.1,79.117,51.68,29.775 -2020-05-13 13:00:00,122.35,80.75399999999999,51.263000000000005,29.775 -2020-05-13 13:15:00,121.6,80.712,51.263000000000005,29.775 -2020-05-13 13:30:00,115.7,78.74,51.263000000000005,29.775 -2020-05-13 13:45:00,116.2,77.212,51.263000000000005,29.775 -2020-05-13 14:00:00,122.46,79.46,51.107,29.775 -2020-05-13 14:15:00,118.59,78.6,51.107,29.775 -2020-05-13 14:30:00,107.28,77.684,51.107,29.775 -2020-05-13 14:45:00,98.18,78.138,51.107,29.775 -2020-05-13 15:00:00,97.87,79.513,51.498000000000005,29.775 -2020-05-13 15:15:00,105.19,77.479,51.498000000000005,29.775 -2020-05-13 15:30:00,108.25,76.236,51.498000000000005,29.775 -2020-05-13 15:45:00,112.75,74.999,51.498000000000005,29.775 -2020-05-13 16:00:00,115.28,75.942,53.376999999999995,29.775 -2020-05-13 16:15:00,121.08,75.155,53.376999999999995,29.775 -2020-05-13 16:30:00,127.19,74.976,53.376999999999995,29.775 -2020-05-13 16:45:00,124.65,71.605,53.376999999999995,29.775 -2020-05-13 17:00:00,116.0,72.441,56.965,29.775 -2020-05-13 17:15:00,118.64,73.824,56.965,29.775 -2020-05-13 17:30:00,119.77,74.36,56.965,29.775 -2020-05-13 17:45:00,121.03,74.661,56.965,29.775 -2020-05-13 18:00:00,116.2,74.469,58.231,29.775 -2020-05-13 18:15:00,110.61,75.866,58.231,29.775 -2020-05-13 18:30:00,111.68,74.452,58.231,29.775 -2020-05-13 18:45:00,115.74,79.872,58.231,29.775 -2020-05-13 19:00:00,115.72,77.115,58.865,29.775 -2020-05-13 19:15:00,108.85,76.52199999999999,58.865,29.775 -2020-05-13 19:30:00,105.3,76.563,58.865,29.775 -2020-05-13 19:45:00,108.65,77.355,58.865,29.775 -2020-05-13 20:00:00,108.52,75.672,65.605,29.775 -2020-05-13 20:15:00,107.64,73.78399999999999,65.605,29.775 -2020-05-13 20:30:00,103.12,72.518,65.605,29.775 -2020-05-13 20:45:00,101.58,72.55199999999999,65.605,29.775 -2020-05-13 21:00:00,99.72,70.63,58.083999999999996,29.775 -2020-05-13 21:15:00,98.92,71.432,58.083999999999996,29.775 -2020-05-13 21:30:00,96.57,71.565,58.083999999999996,29.775 -2020-05-13 21:45:00,89.44,72.09899999999999,58.083999999999996,29.775 -2020-05-13 22:00:00,85.38,70.156,53.243,29.775 -2020-05-13 22:15:00,89.96,69.749,53.243,29.775 -2020-05-13 22:30:00,86.78,60.653,53.243,29.775 -2020-05-13 22:45:00,85.75,56.601000000000006,53.243,29.775 -2020-05-13 23:00:00,75.39,49.934,44.283,29.775 -2020-05-13 23:15:00,74.31,48.676,44.283,29.775 -2020-05-13 23:30:00,74.53,47.994,44.283,29.775 -2020-05-13 23:45:00,72.86,48.048,44.283,29.775 -2020-05-14 00:00:00,69.32,46.623000000000005,40.219,29.775 -2020-05-14 00:15:00,70.84,47.11,40.219,29.775 -2020-05-14 00:30:00,69.79,45.847,40.219,29.775 -2020-05-14 00:45:00,70.68,44.582,40.219,29.775 -2020-05-14 01:00:00,70.16,44.619,37.959,29.775 -2020-05-14 01:15:00,69.63,43.68899999999999,37.959,29.775 -2020-05-14 01:30:00,70.15,42.043,37.959,29.775 -2020-05-14 01:45:00,70.69,41.355,37.959,29.775 -2020-05-14 02:00:00,69.83,41.687,36.113,29.775 -2020-05-14 02:15:00,70.46,40.495,36.113,29.775 -2020-05-14 02:30:00,71.03,42.979,36.113,29.775 -2020-05-14 02:45:00,70.72,43.668,36.113,29.775 -2020-05-14 03:00:00,71.24,46.7,35.546,29.775 -2020-05-14 03:15:00,72.5,46.523999999999994,35.546,29.775 -2020-05-14 03:30:00,73.71,45.853,35.546,29.775 -2020-05-14 03:45:00,75.65,45.958999999999996,35.546,29.775 -2020-05-14 04:00:00,79.12,56.613,37.169000000000004,29.775 -2020-05-14 04:15:00,79.46,67.456,37.169000000000004,29.775 -2020-05-14 04:30:00,82.89,66.40100000000001,37.169000000000004,29.775 -2020-05-14 04:45:00,85.82,67.613,37.169000000000004,29.775 -2020-05-14 05:00:00,95.94,94.743,41.233000000000004,29.775 -2020-05-14 05:15:00,98.55,119.294,41.233000000000004,29.775 -2020-05-14 05:30:00,99.72,108.61399999999999,41.233000000000004,29.775 -2020-05-14 05:45:00,102.92,100.969,41.233000000000004,29.775 -2020-05-14 06:00:00,110.05,102.68299999999999,52.57,29.775 -2020-05-14 06:15:00,112.59,106.021,52.57,29.775 -2020-05-14 06:30:00,116.11,102.962,52.57,29.775 -2020-05-14 06:45:00,118.57,102.956,52.57,29.775 -2020-05-14 07:00:00,121.86,103.98200000000001,64.53,29.775 -2020-05-14 07:15:00,122.71,103.792,64.53,29.775 -2020-05-14 07:30:00,123.27,101.15100000000001,64.53,29.775 -2020-05-14 07:45:00,125.08,98.7,64.53,29.775 -2020-05-14 08:00:00,124.66,94.306,55.911,29.775 -2020-05-14 08:15:00,124.04,94.51,55.911,29.775 -2020-05-14 08:30:00,126.3,91.473,55.911,29.775 -2020-05-14 08:45:00,127.75,91.618,55.911,29.775 -2020-05-14 09:00:00,125.81,85.04799999999999,50.949,29.775 -2020-05-14 09:15:00,127.78,83.234,50.949,29.775 -2020-05-14 09:30:00,127.51,85.727,50.949,29.775 -2020-05-14 09:45:00,129.58,86.179,50.949,29.775 -2020-05-14 10:00:00,129.11,81.82600000000001,48.136,29.775 -2020-05-14 10:15:00,129.29,82.819,48.136,29.775 -2020-05-14 10:30:00,129.5,82.303,48.136,29.775 -2020-05-14 10:45:00,130.85,82.85600000000001,48.136,29.775 -2020-05-14 11:00:00,127.65,78.875,46.643,29.775 -2020-05-14 11:15:00,126.84,80.135,46.643,29.775 -2020-05-14 11:30:00,124.7,81.304,46.643,29.775 -2020-05-14 11:45:00,126.76,81.54899999999999,46.643,29.775 -2020-05-14 12:00:00,124.85,78.4,44.098,29.775 -2020-05-14 12:15:00,122.87,79.321,44.098,29.775 -2020-05-14 12:30:00,122.4,77.82600000000001,44.098,29.775 -2020-05-14 12:45:00,118.93,78.745,44.098,29.775 -2020-05-14 13:00:00,117.21,80.405,43.717,29.775 -2020-05-14 13:15:00,120.11,80.363,43.717,29.775 -2020-05-14 13:30:00,119.68,78.4,43.717,29.775 -2020-05-14 13:45:00,123.45,76.874,43.717,29.775 -2020-05-14 14:00:00,125.18,79.166,44.218999999999994,29.775 -2020-05-14 14:15:00,124.9,78.294,44.218999999999994,29.775 -2020-05-14 14:30:00,118.8,77.33800000000001,44.218999999999994,29.775 -2020-05-14 14:45:00,111.7,77.794,44.218999999999994,29.775 -2020-05-14 15:00:00,111.77,79.21,46.159,29.775 -2020-05-14 15:15:00,115.84,77.15899999999999,46.159,29.775 -2020-05-14 15:30:00,116.18,75.887,46.159,29.775 -2020-05-14 15:45:00,115.11,74.634,46.159,29.775 -2020-05-14 16:00:00,111.0,75.619,47.115,29.775 -2020-05-14 16:15:00,111.54,74.814,47.115,29.775 -2020-05-14 16:30:00,116.27,74.64699999999999,47.115,29.775 -2020-05-14 16:45:00,116.72,71.22,47.115,29.775 -2020-05-14 17:00:00,114.96,72.101,50.827,29.775 -2020-05-14 17:15:00,108.11,73.459,50.827,29.775 -2020-05-14 17:30:00,108.02,73.984,50.827,29.775 -2020-05-14 17:45:00,108.53,74.25399999999999,50.827,29.775 -2020-05-14 18:00:00,109.63,74.078,52.586000000000006,29.775 -2020-05-14 18:15:00,108.24,75.471,52.586000000000006,29.775 -2020-05-14 18:30:00,113.52,74.045,52.586000000000006,29.775 -2020-05-14 18:45:00,109.72,79.467,52.586000000000006,29.775 -2020-05-14 19:00:00,112.3,76.709,51.886,29.775 -2020-05-14 19:15:00,106.96,76.115,51.886,29.775 -2020-05-14 19:30:00,106.72,76.158,51.886,29.775 -2020-05-14 19:45:00,107.78,76.959,51.886,29.775 -2020-05-14 20:00:00,105.58,75.251,56.162,29.775 -2020-05-14 20:15:00,99.35,73.365,56.162,29.775 -2020-05-14 20:30:00,102.93,72.126,56.162,29.775 -2020-05-14 20:45:00,105.28,72.195,56.162,29.775 -2020-05-14 21:00:00,103.12,70.278,53.023,29.775 -2020-05-14 21:15:00,99.97,71.095,53.023,29.775 -2020-05-14 21:30:00,93.22,71.209,53.023,29.775 -2020-05-14 21:45:00,93.97,71.766,53.023,29.775 -2020-05-14 22:00:00,90.52,69.846,49.303999999999995,29.775 -2020-05-14 22:15:00,90.9,69.455,49.303999999999995,29.775 -2020-05-14 22:30:00,84.63,60.348,49.303999999999995,29.775 -2020-05-14 22:45:00,88.26,56.285,49.303999999999995,29.775 -2020-05-14 23:00:00,82.53,49.589,43.409,29.775 -2020-05-14 23:15:00,81.52,48.373000000000005,43.409,29.775 -2020-05-14 23:30:00,75.59,47.691,43.409,29.775 -2020-05-14 23:45:00,81.48,47.743,43.409,29.775 -2020-05-15 00:00:00,78.17,44.512,39.884,29.775 -2020-05-15 00:15:00,78.44,45.251999999999995,39.884,29.775 -2020-05-15 00:30:00,73.49,44.153,39.884,29.775 -2020-05-15 00:45:00,78.17,43.27,39.884,29.775 -2020-05-15 01:00:00,78.18,42.896,37.658,29.775 -2020-05-15 01:15:00,78.15,41.803000000000004,37.658,29.775 -2020-05-15 01:30:00,71.38,40.624,37.658,29.775 -2020-05-15 01:45:00,77.87,39.775999999999996,37.658,29.775 -2020-05-15 02:00:00,77.41,40.869,36.707,29.775 -2020-05-15 02:15:00,78.35,39.583,36.707,29.775 -2020-05-15 02:30:00,73.66,42.92,36.707,29.775 -2020-05-15 02:45:00,70.89,43.092,36.707,29.775 -2020-05-15 03:00:00,72.47,46.383,37.025,29.775 -2020-05-15 03:15:00,72.41,45.57899999999999,37.025,29.775 -2020-05-15 03:30:00,73.92,44.714,37.025,29.775 -2020-05-15 03:45:00,77.06,45.655,37.025,29.775 -2020-05-15 04:00:00,81.51,56.457,38.349000000000004,29.775 -2020-05-15 04:15:00,79.37,65.932,38.349000000000004,29.775 -2020-05-15 04:30:00,82.59,65.705,38.349000000000004,29.775 -2020-05-15 04:45:00,85.66,65.982,38.349000000000004,29.775 -2020-05-15 05:00:00,95.76,92.154,41.565,29.775 -2020-05-15 05:15:00,97.85,117.869,41.565,29.775 -2020-05-15 05:30:00,101.38,107.76899999999999,41.565,29.775 -2020-05-15 05:45:00,103.44,99.796,41.565,29.775 -2020-05-15 06:00:00,108.63,101.87700000000001,53.861000000000004,29.775 -2020-05-15 06:15:00,111.05,104.807,53.861000000000004,29.775 -2020-05-15 06:30:00,114.06,101.404,53.861000000000004,29.775 -2020-05-15 06:45:00,116.5,101.876,53.861000000000004,29.775 -2020-05-15 07:00:00,118.58,103.118,63.497,29.775 -2020-05-15 07:15:00,119.62,104.01899999999999,63.497,29.775 -2020-05-15 07:30:00,123.22,99.75399999999999,63.497,29.775 -2020-05-15 07:45:00,121.51,96.83,63.497,29.775 -2020-05-15 08:00:00,120.07,92.62799999999999,55.43899999999999,29.775 -2020-05-15 08:15:00,120.52,93.241,55.43899999999999,29.775 -2020-05-15 08:30:00,121.85,90.48700000000001,55.43899999999999,29.775 -2020-05-15 08:45:00,123.22,89.939,55.43899999999999,29.775 -2020-05-15 09:00:00,120.17,81.768,52.132,29.775 -2020-05-15 09:15:00,120.79,81.646,52.132,29.775 -2020-05-15 09:30:00,120.3,83.456,52.132,29.775 -2020-05-15 09:45:00,121.98,84.19,52.132,29.775 -2020-05-15 10:00:00,122.01,79.236,49.881,29.775 -2020-05-15 10:15:00,122.16,80.387,49.881,29.775 -2020-05-15 10:30:00,125.08,80.267,49.881,29.775 -2020-05-15 10:45:00,121.4,80.583,49.881,29.775 -2020-05-15 11:00:00,118.56,76.764,49.396,29.775 -2020-05-15 11:15:00,117.53,76.866,49.396,29.775 -2020-05-15 11:30:00,115.03,78.49,49.396,29.775 -2020-05-15 11:45:00,117.11,78.059,49.396,29.775 -2020-05-15 12:00:00,113.62,75.738,46.7,29.775 -2020-05-15 12:15:00,112.54,75.296,46.7,29.775 -2020-05-15 12:30:00,109.67,73.919,46.7,29.775 -2020-05-15 12:45:00,110.33,74.495,46.7,29.775 -2020-05-15 13:00:00,105.34,76.998,44.05,29.775 -2020-05-15 13:15:00,104.26,77.437,44.05,29.775 -2020-05-15 13:30:00,101.89,76.069,44.05,29.775 -2020-05-15 13:45:00,103.1,74.741,44.05,29.775 -2020-05-15 14:00:00,99.61,76.006,42.805,29.775 -2020-05-15 14:15:00,96.97,75.365,42.805,29.775 -2020-05-15 14:30:00,94.75,75.683,42.805,29.775 -2020-05-15 14:45:00,93.73,75.768,42.805,29.775 -2020-05-15 15:00:00,96.11,76.961,44.36600000000001,29.775 -2020-05-15 15:15:00,94.15,74.533,44.36600000000001,29.775 -2020-05-15 15:30:00,94.02,72.171,44.36600000000001,29.775 -2020-05-15 15:45:00,94.72,71.51899999999999,44.36600000000001,29.775 -2020-05-15 16:00:00,96.97,71.47399999999999,46.928999999999995,29.775 -2020-05-15 16:15:00,96.61,71.137,46.928999999999995,29.775 -2020-05-15 16:30:00,99.35,70.885,46.928999999999995,29.775 -2020-05-15 16:45:00,100.89,66.767,46.928999999999995,29.775 -2020-05-15 17:00:00,107.94,69.078,51.468,29.775 -2020-05-15 17:15:00,103.98,70.115,51.468,29.775 -2020-05-15 17:30:00,103.89,70.623,51.468,29.775 -2020-05-15 17:45:00,105.25,70.645,51.468,29.775 -2020-05-15 18:00:00,106.7,70.852,52.58,29.775 -2020-05-15 18:15:00,104.83,71.363,52.58,29.775 -2020-05-15 18:30:00,111.99,69.997,52.58,29.775 -2020-05-15 18:45:00,112.9,75.74,52.58,29.775 -2020-05-15 19:00:00,111.75,74.04899999999999,52.183,29.775 -2020-05-15 19:15:00,103.98,74.419,52.183,29.775 -2020-05-15 19:30:00,101.92,74.359,52.183,29.775 -2020-05-15 19:45:00,98.71,74.2,52.183,29.775 -2020-05-15 20:00:00,97.62,72.35,58.497,29.775 -2020-05-15 20:15:00,103.82,71.09,58.497,29.775 -2020-05-15 20:30:00,102.75,69.482,58.497,29.775 -2020-05-15 20:45:00,100.04,69.16199999999999,58.497,29.775 -2020-05-15 21:00:00,88.18,68.469,54.731,29.775 -2020-05-15 21:15:00,88.72,70.771,54.731,29.775 -2020-05-15 21:30:00,85.61,70.765,54.731,29.775 -2020-05-15 21:45:00,83.9,71.708,54.731,29.775 -2020-05-15 22:00:00,82.78,70.062,51.386,29.775 -2020-05-15 22:15:00,84.75,69.445,51.386,29.775 -2020-05-15 22:30:00,82.82,66.408,51.386,29.775 -2020-05-15 22:45:00,80.16,64.311,51.386,29.775 -2020-05-15 23:00:00,71.33,58.746,44.463,29.775 -2020-05-15 23:15:00,70.6,55.622,44.463,29.775 -2020-05-15 23:30:00,69.36,52.972,44.463,29.775 -2020-05-15 23:45:00,70.97,52.681000000000004,44.463,29.775 -2020-05-16 00:00:00,74.15,36.794000000000004,42.833999999999996,29.662 -2020-05-16 00:15:00,73.98,35.758,42.833999999999996,29.662 -2020-05-16 00:30:00,71.46,34.895,42.833999999999996,29.662 -2020-05-16 00:45:00,69.22,33.669000000000004,42.833999999999996,29.662 -2020-05-16 01:00:00,72.75,33.125,37.859,29.662 -2020-05-16 01:15:00,75.46,32.548,37.859,29.662 -2020-05-16 01:30:00,69.76,30.769000000000002,37.859,29.662 -2020-05-16 01:45:00,65.29,30.721,37.859,29.662 -2020-05-16 02:00:00,67.91,30.855,35.327,29.662 -2020-05-16 02:15:00,70.65,28.666,35.327,29.662 -2020-05-16 02:30:00,70.38,30.735,35.327,29.662 -2020-05-16 02:45:00,64.65,31.566,35.327,29.662 -2020-05-16 03:00:00,63.24,33.628,34.908,29.662 -2020-05-16 03:15:00,64.63,30.669,34.908,29.662 -2020-05-16 03:30:00,65.46,29.659000000000002,34.908,29.662 -2020-05-16 03:45:00,65.23,31.218000000000004,34.908,29.662 -2020-05-16 04:00:00,62.15,39.24,34.84,29.662 -2020-05-16 04:15:00,61.52,47.104,34.84,29.662 -2020-05-16 04:30:00,61.86,43.983999999999995,34.84,29.662 -2020-05-16 04:45:00,62.99,44.071999999999996,34.84,29.662 -2020-05-16 05:00:00,64.2,57.34,34.222,29.662 -2020-05-16 05:15:00,64.4,64.827,34.222,29.662 -2020-05-16 05:30:00,63.92,55.413999999999994,34.222,29.662 -2020-05-16 05:45:00,66.28,53.871,34.222,29.662 -2020-05-16 06:00:00,69.14,69.734,35.515,29.662 -2020-05-16 06:15:00,69.45,82.39299999999999,35.515,29.662 -2020-05-16 06:30:00,71.81,75.32300000000001,35.515,29.662 -2020-05-16 06:45:00,72.47,70.584,35.515,29.662 -2020-05-16 07:00:00,73.5,68.16199999999999,39.687,29.662 -2020-05-16 07:15:00,74.27,67.108,39.687,29.662 -2020-05-16 07:30:00,75.61,64.484,39.687,29.662 -2020-05-16 07:45:00,78.65,63.838,39.687,29.662 -2020-05-16 08:00:00,77.98,59.902,44.9,29.662 -2020-05-16 08:15:00,77.32,62.077,44.9,29.662 -2020-05-16 08:30:00,76.53,61.327,44.9,29.662 -2020-05-16 08:45:00,77.34,63.946000000000005,44.9,29.662 -2020-05-16 09:00:00,78.57,61.705,45.724,29.662 -2020-05-16 09:15:00,78.98,62.68899999999999,45.724,29.662 -2020-05-16 09:30:00,74.87,65.62899999999999,45.724,29.662 -2020-05-16 09:45:00,76.27,66.71600000000001,45.724,29.662 -2020-05-16 10:00:00,78.95,63.416000000000004,43.123999999999995,29.662 -2020-05-16 10:15:00,81.25,64.873,43.123999999999995,29.662 -2020-05-16 10:30:00,84.8,64.884,43.123999999999995,29.662 -2020-05-16 10:45:00,82.3,65.693,43.123999999999995,29.662 -2020-05-16 11:00:00,82.79,61.979,40.255,29.662 -2020-05-16 11:15:00,83.53,62.608000000000004,40.255,29.662 -2020-05-16 11:30:00,79.48,64.295,40.255,29.662 -2020-05-16 11:45:00,74.97,64.98,40.255,29.662 -2020-05-16 12:00:00,68.37,60.761,38.582,29.662 -2020-05-16 12:15:00,68.21,60.949,38.582,29.662 -2020-05-16 12:30:00,66.19,60.332,38.582,29.662 -2020-05-16 12:45:00,65.99,61.598,38.582,29.662 -2020-05-16 13:00:00,65.29,62.047,36.043,29.662 -2020-05-16 13:15:00,66.66,62.114,36.043,29.662 -2020-05-16 13:30:00,65.2,60.93,36.043,29.662 -2020-05-16 13:45:00,65.57,58.292,36.043,29.662 -2020-05-16 14:00:00,65.77,58.663999999999994,35.216,29.662 -2020-05-16 14:15:00,65.43,56.394,35.216,29.662 -2020-05-16 14:30:00,67.17,56.395,35.216,29.662 -2020-05-16 14:45:00,69.52,56.943000000000005,35.216,29.662 -2020-05-16 15:00:00,68.76,57.736000000000004,36.759,29.662 -2020-05-16 15:15:00,70.34,55.881,36.759,29.662 -2020-05-16 15:30:00,68.44,53.98,36.759,29.662 -2020-05-16 15:45:00,69.99,51.562,36.759,29.662 -2020-05-16 16:00:00,72.09,54.672,40.086,29.662 -2020-05-16 16:15:00,70.51,54.178000000000004,40.086,29.662 -2020-05-16 16:30:00,72.95,53.538000000000004,40.086,29.662 -2020-05-16 16:45:00,72.75,49.865,40.086,29.662 -2020-05-16 17:00:00,75.24,52.239,44.876999999999995,29.662 -2020-05-16 17:15:00,76.28,51.114,44.876999999999995,29.662 -2020-05-16 17:30:00,78.78,50.931000000000004,44.876999999999995,29.662 -2020-05-16 17:45:00,80.15,50.091,44.876999999999995,29.662 -2020-05-16 18:00:00,84.39,54.299,47.056000000000004,29.662 -2020-05-16 18:15:00,81.11,56.321000000000005,47.056000000000004,29.662 -2020-05-16 18:30:00,81.76,55.763000000000005,47.056000000000004,29.662 -2020-05-16 18:45:00,84.97,57.4,47.056000000000004,29.662 -2020-05-16 19:00:00,81.21,57.782,45.57,29.662 -2020-05-16 19:15:00,78.11,56.823,45.57,29.662 -2020-05-16 19:30:00,77.61,57.25899999999999,45.57,29.662 -2020-05-16 19:45:00,76.99,58.424,45.57,29.662 -2020-05-16 20:00:00,76.78,57.797,41.685,29.662 -2020-05-16 20:15:00,77.96,57.528,41.685,29.662 -2020-05-16 20:30:00,77.7,55.493,41.685,29.662 -2020-05-16 20:45:00,79.72,56.248000000000005,41.685,29.662 -2020-05-16 21:00:00,74.4,54.181999999999995,39.576,29.662 -2020-05-16 21:15:00,73.65,57.01,39.576,29.662 -2020-05-16 21:30:00,70.78,58.263000000000005,39.576,29.662 -2020-05-16 21:45:00,71.05,58.636,39.576,29.662 -2020-05-16 22:00:00,66.23,56.073,39.068000000000005,29.662 -2020-05-16 22:15:00,66.59,57.24100000000001,39.068000000000005,29.662 -2020-05-16 22:30:00,64.33,56.806000000000004,39.068000000000005,29.662 -2020-05-16 22:45:00,63.23,55.815,39.068000000000005,29.662 -2020-05-16 23:00:00,59.53,51.784,32.06,29.662 -2020-05-16 23:15:00,59.33,47.72,32.06,29.662 -2020-05-16 23:30:00,58.61,46.766000000000005,32.06,29.662 -2020-05-16 23:45:00,58.55,45.958,32.06,29.662 -2020-05-17 00:00:00,55.99,37.921,28.825,29.662 -2020-05-17 00:15:00,56.4,35.736999999999995,28.825,29.662 -2020-05-17 00:30:00,55.85,34.657,28.825,29.662 -2020-05-17 00:45:00,55.56,33.474000000000004,28.825,29.662 -2020-05-17 01:00:00,53.93,33.169000000000004,25.995,29.662 -2020-05-17 01:15:00,54.71,32.666,25.995,29.662 -2020-05-17 01:30:00,54.49,30.851,25.995,29.662 -2020-05-17 01:45:00,53.85,30.375,25.995,29.662 -2020-05-17 02:00:00,53.53,30.426,24.394000000000002,29.662 -2020-05-17 02:15:00,54.42,28.711,24.394000000000002,29.662 -2020-05-17 02:30:00,54.27,31.146,24.394000000000002,29.662 -2020-05-17 02:45:00,53.9,31.805999999999997,24.394000000000002,29.662 -2020-05-17 03:00:00,54.33,34.554,22.916999999999998,29.662 -2020-05-17 03:15:00,54.73,31.721,22.916999999999998,29.662 -2020-05-17 03:30:00,56.27,30.311,22.916999999999998,29.662 -2020-05-17 03:45:00,54.77,31.133000000000003,22.916999999999998,29.662 -2020-05-17 04:00:00,51.22,39.014,23.576999999999998,29.662 -2020-05-17 04:15:00,51.74,46.203,23.576999999999998,29.662 -2020-05-17 04:30:00,50.38,44.345,23.576999999999998,29.662 -2020-05-17 04:45:00,50.63,44.044,23.576999999999998,29.662 -2020-05-17 05:00:00,49.16,56.647,22.730999999999998,29.662 -2020-05-17 05:15:00,49.68,62.77,22.730999999999998,29.662 -2020-05-17 05:30:00,49.0,53.008,22.730999999999998,29.662 -2020-05-17 05:45:00,49.52,51.318999999999996,22.730999999999998,29.662 -2020-05-17 06:00:00,50.22,64.92699999999999,22.34,29.662 -2020-05-17 06:15:00,50.56,78.017,22.34,29.662 -2020-05-17 06:30:00,50.65,70.086,22.34,29.662 -2020-05-17 06:45:00,51.26,64.217,22.34,29.662 -2020-05-17 07:00:00,51.72,62.525,24.691999999999997,29.662 -2020-05-17 07:15:00,52.05,59.75899999999999,24.691999999999997,29.662 -2020-05-17 07:30:00,52.11,58.062,24.691999999999997,29.662 -2020-05-17 07:45:00,51.69,57.25899999999999,24.691999999999997,29.662 -2020-05-17 08:00:00,52.0,54.4,29.340999999999998,29.662 -2020-05-17 08:15:00,51.74,57.711000000000006,29.340999999999998,29.662 -2020-05-17 08:30:00,50.65,58.111000000000004,29.340999999999998,29.662 -2020-05-17 08:45:00,50.24,61.091,29.340999999999998,29.662 -2020-05-17 09:00:00,49.9,58.648999999999994,30.788,29.662 -2020-05-17 09:15:00,50.08,59.297,30.788,29.662 -2020-05-17 09:30:00,49.35,62.619,30.788,29.662 -2020-05-17 09:45:00,49.73,64.649,30.788,29.662 -2020-05-17 10:00:00,51.82,62.388000000000005,30.158,29.662 -2020-05-17 10:15:00,54.08,64.119,30.158,29.662 -2020-05-17 10:30:00,54.15,64.479,30.158,29.662 -2020-05-17 10:45:00,54.12,65.82300000000001,30.158,29.662 -2020-05-17 11:00:00,50.69,61.978,32.056,29.662 -2020-05-17 11:15:00,49.03,62.24,32.056,29.662 -2020-05-17 11:30:00,44.51,64.207,32.056,29.662 -2020-05-17 11:45:00,46.44,65.27199999999999,32.056,29.662 -2020-05-17 12:00:00,43.04,61.916000000000004,28.671999999999997,29.662 -2020-05-17 12:15:00,42.65,61.971000000000004,28.671999999999997,29.662 -2020-05-17 12:30:00,41.87,61.183,28.671999999999997,29.662 -2020-05-17 12:45:00,41.91,61.653999999999996,28.671999999999997,29.662 -2020-05-17 13:00:00,41.33,61.688,23.171,29.662 -2020-05-17 13:15:00,41.6,61.905,23.171,29.662 -2020-05-17 13:30:00,42.2,59.663000000000004,23.171,29.662 -2020-05-17 13:45:00,41.31,57.903999999999996,23.171,29.662 -2020-05-17 14:00:00,42.39,59.47,19.11,29.662 -2020-05-17 14:15:00,42.99,57.854,19.11,29.662 -2020-05-17 14:30:00,43.09,56.96,19.11,29.662 -2020-05-17 14:45:00,43.63,56.438,19.11,29.662 -2020-05-17 15:00:00,44.32,57.077,19.689,29.662 -2020-05-17 15:15:00,44.44,54.631,19.689,29.662 -2020-05-17 15:30:00,44.86,52.67100000000001,19.689,29.662 -2020-05-17 15:45:00,47.06,50.652,19.689,29.662 -2020-05-17 16:00:00,49.45,52.661,22.875,29.662 -2020-05-17 16:15:00,50.16,52.172,22.875,29.662 -2020-05-17 16:30:00,52.1,52.534,22.875,29.662 -2020-05-17 16:45:00,55.36,48.893,22.875,29.662 -2020-05-17 17:00:00,60.0,51.653,33.884,29.662 -2020-05-17 17:15:00,60.6,51.835,33.884,29.662 -2020-05-17 17:30:00,65.61,52.448,33.884,29.662 -2020-05-17 17:45:00,64.53,52.451,33.884,29.662 -2020-05-17 18:00:00,68.54,57.073,38.453,29.662 -2020-05-17 18:15:00,66.66,58.964,38.453,29.662 -2020-05-17 18:30:00,69.58,57.735,38.453,29.662 -2020-05-17 18:45:00,66.98,59.857,38.453,29.662 -2020-05-17 19:00:00,68.34,62.187,39.221,29.662 -2020-05-17 19:15:00,67.78,60.285,39.221,29.662 -2020-05-17 19:30:00,66.98,60.448,39.221,29.662 -2020-05-17 19:45:00,67.29,61.458999999999996,39.221,29.662 -2020-05-17 20:00:00,68.66,61.008,37.871,29.662 -2020-05-17 20:15:00,68.42,60.806000000000004,37.871,29.662 -2020-05-17 20:30:00,71.45,59.808,37.871,29.662 -2020-05-17 20:45:00,70.32,58.785,37.871,29.662 -2020-05-17 21:00:00,68.35,56.067,36.465,29.662 -2020-05-17 21:15:00,67.62,58.501999999999995,36.465,29.662 -2020-05-17 21:30:00,65.42,59.177,36.465,29.662 -2020-05-17 21:45:00,64.94,59.942,36.465,29.662 -2020-05-17 22:00:00,61.02,59.086000000000006,36.092,29.662 -2020-05-17 22:15:00,61.21,58.535,36.092,29.662 -2020-05-17 22:30:00,59.51,56.996,36.092,29.662 -2020-05-17 22:45:00,58.72,54.622,36.092,29.662 -2020-05-17 23:00:00,70.52,49.718,31.013,29.662 -2020-05-17 23:15:00,70.67,47.265,31.013,29.662 -2020-05-17 23:30:00,71.07,45.965,31.013,29.662 -2020-05-17 23:45:00,71.64,45.471000000000004,31.013,29.662 -2020-05-18 00:00:00,69.55,39.926,31.174,29.775 -2020-05-18 00:15:00,70.53,39.082,31.174,29.775 -2020-05-18 00:30:00,69.8,37.664,31.174,29.775 -2020-05-18 00:45:00,70.41,36.007,31.174,29.775 -2020-05-18 01:00:00,68.21,36.088,29.663,29.775 -2020-05-18 01:15:00,68.54,35.468,29.663,29.775 -2020-05-18 01:30:00,70.13,33.989000000000004,29.663,29.775 -2020-05-18 01:45:00,71.47,33.439,29.663,29.775 -2020-05-18 02:00:00,71.14,33.912,28.793000000000003,29.775 -2020-05-18 02:15:00,70.93,31.521,28.793000000000003,29.775 -2020-05-18 02:30:00,70.27,34.186,28.793000000000003,29.775 -2020-05-18 02:45:00,71.97,34.594,28.793000000000003,29.775 -2020-05-18 03:00:00,71.3,38.082,27.728,29.775 -2020-05-18 03:15:00,70.0,36.243,27.728,29.775 -2020-05-18 03:30:00,70.97,35.424,27.728,29.775 -2020-05-18 03:45:00,73.44,35.727,27.728,29.775 -2020-05-18 04:00:00,77.39,47.346000000000004,29.266,29.775 -2020-05-18 04:15:00,78.56,58.068999999999996,29.266,29.775 -2020-05-18 04:30:00,79.66,56.18600000000001,29.266,29.775 -2020-05-18 04:45:00,83.67,56.26,29.266,29.775 -2020-05-18 05:00:00,91.78,78.305,37.889,29.775 -2020-05-18 05:15:00,95.73,97.86399999999999,37.889,29.775 -2020-05-18 05:30:00,97.75,86.74700000000001,37.889,29.775 -2020-05-18 05:45:00,99.8,81.139,37.889,29.775 -2020-05-18 06:00:00,105.24,81.69,55.485,29.775 -2020-05-18 06:15:00,107.97,83.287,55.485,29.775 -2020-05-18 06:30:00,108.48,80.672,55.485,29.775 -2020-05-18 06:45:00,108.17,81.521,55.485,29.775 -2020-05-18 07:00:00,108.28,80.867,65.765,29.775 -2020-05-18 07:15:00,108.08,80.506,65.765,29.775 -2020-05-18 07:30:00,108.87,77.82,65.765,29.775 -2020-05-18 07:45:00,109.39,76.815,65.765,29.775 -2020-05-18 08:00:00,109.39,71.055,56.745,29.775 -2020-05-18 08:15:00,107.51,72.851,56.745,29.775 -2020-05-18 08:30:00,106.6,71.499,56.745,29.775 -2020-05-18 08:45:00,105.11,74.01100000000001,56.745,29.775 -2020-05-18 09:00:00,104.7,70.43,53.321999999999996,29.775 -2020-05-18 09:15:00,104.4,68.692,53.321999999999996,29.775 -2020-05-18 09:30:00,104.55,70.94800000000001,53.321999999999996,29.775 -2020-05-18 09:45:00,105.86,70.934,53.321999999999996,29.775 -2020-05-18 10:00:00,104.56,68.959,51.309,29.775 -2020-05-18 10:15:00,105.63,70.516,51.309,29.775 -2020-05-18 10:30:00,106.46,70.271,51.309,29.775 -2020-05-18 10:45:00,105.73,70.328,51.309,29.775 -2020-05-18 11:00:00,103.62,66.137,50.415,29.775 -2020-05-18 11:15:00,102.43,67.071,50.415,29.775 -2020-05-18 11:30:00,102.2,69.97800000000001,50.415,29.775 -2020-05-18 11:45:00,100.97,71.42699999999999,50.415,29.775 -2020-05-18 12:00:00,99.99,67.039,48.273,29.775 -2020-05-18 12:15:00,99.53,67.203,48.273,29.775 -2020-05-18 12:30:00,97.76,65.457,48.273,29.775 -2020-05-18 12:45:00,98.7,66.28,48.273,29.775 -2020-05-18 13:00:00,96.87,67.222,48.452,29.775 -2020-05-18 13:15:00,99.09,66.321,48.452,29.775 -2020-05-18 13:30:00,97.98,64.128,48.452,29.775 -2020-05-18 13:45:00,98.34,63.196999999999996,48.452,29.775 -2020-05-18 14:00:00,96.84,63.848,48.35,29.775 -2020-05-18 14:15:00,97.88,62.621,48.35,29.775 -2020-05-18 14:30:00,97.61,61.413999999999994,48.35,29.775 -2020-05-18 14:45:00,97.53,62.787,48.35,29.775 -2020-05-18 15:00:00,95.98,63.553000000000004,48.838,29.775 -2020-05-18 15:15:00,94.89,60.226000000000006,48.838,29.775 -2020-05-18 15:30:00,96.64,58.75899999999999,48.838,29.775 -2020-05-18 15:45:00,97.73,56.178000000000004,48.838,29.775 -2020-05-18 16:00:00,99.47,59.169,50.873000000000005,29.775 -2020-05-18 16:15:00,100.16,58.563,50.873000000000005,29.775 -2020-05-18 16:30:00,103.58,58.114,50.873000000000005,29.775 -2020-05-18 16:45:00,103.44,54.181999999999995,50.873000000000005,29.775 -2020-05-18 17:00:00,105.33,55.906000000000006,56.637,29.775 -2020-05-18 17:15:00,106.15,56.206,56.637,29.775 -2020-05-18 17:30:00,106.58,56.32899999999999,56.637,29.775 -2020-05-18 17:45:00,107.9,55.603,56.637,29.775 -2020-05-18 18:00:00,107.24,59.253,56.35,29.775 -2020-05-18 18:15:00,106.38,58.951,56.35,29.775 -2020-05-18 18:30:00,111.23,57.136,56.35,29.775 -2020-05-18 18:45:00,112.74,62.372,56.35,29.775 -2020-05-18 19:00:00,107.03,64.04899999999999,56.023,29.775 -2020-05-18 19:15:00,99.04,63.17100000000001,56.023,29.775 -2020-05-18 19:30:00,100.51,63.076,56.023,29.775 -2020-05-18 19:45:00,98.68,63.343999999999994,56.023,29.775 -2020-05-18 20:00:00,97.75,61.221000000000004,62.372,29.775 -2020-05-18 20:15:00,100.39,61.84,62.372,29.775 -2020-05-18 20:30:00,101.96,60.983000000000004,62.372,29.775 -2020-05-18 20:45:00,101.2,60.535,62.372,29.775 -2020-05-18 21:00:00,94.45,57.338,57.516999999999996,29.775 -2020-05-18 21:15:00,93.17,59.972,57.516999999999996,29.775 -2020-05-18 21:30:00,92.14,60.852,57.516999999999996,29.775 -2020-05-18 21:45:00,93.04,61.336000000000006,57.516999999999996,29.775 -2020-05-18 22:00:00,87.62,58.005,51.823,29.775 -2020-05-18 22:15:00,84.34,59.095,51.823,29.775 -2020-05-18 22:30:00,84.14,51.568999999999996,51.823,29.775 -2020-05-18 22:45:00,84.14,48.211000000000006,51.823,29.775 -2020-05-18 23:00:00,65.96,43.48,43.832,29.775 -2020-05-18 23:15:00,68.87,40.029,43.832,29.775 -2020-05-18 23:30:00,68.41,39.236,43.832,29.775 -2020-05-18 23:45:00,64.7,38.741,43.832,29.775 -2020-05-19 00:00:00,62.8,37.38,42.371,29.775 -2020-05-19 00:15:00,66.9,37.645,42.371,29.775 -2020-05-19 00:30:00,66.25,36.715,42.371,29.775 -2020-05-19 00:45:00,63.82,35.619,42.371,29.775 -2020-05-19 01:00:00,61.03,35.165,39.597,29.775 -2020-05-19 01:15:00,66.87,34.537,39.597,29.775 -2020-05-19 01:30:00,67.1,32.953,39.597,29.775 -2020-05-19 01:45:00,66.73,31.971999999999998,39.597,29.775 -2020-05-19 02:00:00,63.92,31.985,38.298,29.775 -2020-05-19 02:15:00,67.6,30.656,38.298,29.775 -2020-05-19 02:30:00,66.14,32.842,38.298,29.775 -2020-05-19 02:45:00,65.87,33.571999999999996,38.298,29.775 -2020-05-19 03:00:00,63.27,36.298,37.884,29.775 -2020-05-19 03:15:00,69.81,35.164,37.884,29.775 -2020-05-19 03:30:00,72.41,34.414,37.884,29.775 -2020-05-19 03:45:00,66.55,33.728,37.884,29.775 -2020-05-19 04:00:00,67.08,44.04600000000001,39.442,29.775 -2020-05-19 04:15:00,68.59,54.656000000000006,39.442,29.775 -2020-05-19 04:30:00,73.0,52.583,39.442,29.775 -2020-05-19 04:45:00,76.72,53.357,39.442,29.775 -2020-05-19 05:00:00,85.35,77.723,43.608000000000004,29.775 -2020-05-19 05:15:00,88.34,97.675,43.608000000000004,29.775 -2020-05-19 05:30:00,91.29,86.52,43.608000000000004,29.775 -2020-05-19 05:45:00,94.03,80.278,43.608000000000004,29.775 -2020-05-19 06:00:00,99.55,81.65100000000001,54.99100000000001,29.775 -2020-05-19 06:15:00,99.82,83.715,54.99100000000001,29.775 -2020-05-19 06:30:00,100.65,80.687,54.99100000000001,29.775 -2020-05-19 06:45:00,100.88,80.633,54.99100000000001,29.775 -2020-05-19 07:00:00,103.61,80.07600000000001,66.217,29.775 -2020-05-19 07:15:00,103.66,79.44800000000001,66.217,29.775 -2020-05-19 07:30:00,103.58,76.64399999999999,66.217,29.775 -2020-05-19 07:45:00,101.83,74.78399999999999,66.217,29.775 -2020-05-19 08:00:00,102.87,68.985,60.151,29.775 -2020-05-19 08:15:00,101.22,70.19800000000001,60.151,29.775 -2020-05-19 08:30:00,101.29,68.957,60.151,29.775 -2020-05-19 08:45:00,100.42,70.559,60.151,29.775 -2020-05-19 09:00:00,103.99,67.12100000000001,53.873000000000005,29.775 -2020-05-19 09:15:00,100.42,65.592,53.873000000000005,29.775 -2020-05-19 09:30:00,100.05,68.646,53.873000000000005,29.775 -2020-05-19 09:45:00,101.34,69.88,53.873000000000005,29.775 -2020-05-19 10:00:00,100.74,66.505,51.417,29.775 -2020-05-19 10:15:00,102.9,67.732,51.417,29.775 -2020-05-19 10:30:00,103.08,67.561,51.417,29.775 -2020-05-19 10:45:00,102.7,68.632,51.417,29.775 -2020-05-19 11:00:00,103.54,64.76,50.43600000000001,29.775 -2020-05-19 11:15:00,99.89,66.014,50.43600000000001,29.775 -2020-05-19 11:30:00,99.47,67.587,50.43600000000001,29.775 -2020-05-19 11:45:00,100.32,68.785,50.43600000000001,29.775 -2020-05-19 12:00:00,97.16,63.95399999999999,47.468,29.775 -2020-05-19 12:15:00,97.84,64.34,47.468,29.775 -2020-05-19 12:30:00,97.67,63.512,47.468,29.775 -2020-05-19 12:45:00,98.46,64.913,47.468,29.775 -2020-05-19 13:00:00,96.91,65.453,48.453,29.775 -2020-05-19 13:15:00,99.44,66.146,48.453,29.775 -2020-05-19 13:30:00,97.7,64.196,48.453,29.775 -2020-05-19 13:45:00,98.33,62.413000000000004,48.453,29.775 -2020-05-19 14:00:00,97.24,63.581,48.435,29.775 -2020-05-19 14:15:00,95.83,62.196000000000005,48.435,29.775 -2020-05-19 14:30:00,96.03,61.394,48.435,29.775 -2020-05-19 14:45:00,95.48,62.022,48.435,29.775 -2020-05-19 15:00:00,94.77,62.601000000000006,49.966,29.775 -2020-05-19 15:15:00,94.41,60.18600000000001,49.966,29.775 -2020-05-19 15:30:00,96.22,58.551,49.966,29.775 -2020-05-19 15:45:00,94.47,56.185,49.966,29.775 -2020-05-19 16:00:00,94.85,58.66,51.184,29.775 -2020-05-19 16:15:00,96.76,58.223,51.184,29.775 -2020-05-19 16:30:00,99.86,57.58,51.184,29.775 -2020-05-19 16:45:00,104.67,54.323,51.184,29.775 -2020-05-19 17:00:00,103.7,56.407,56.138999999999996,29.775 -2020-05-19 17:15:00,102.17,57.08,56.138999999999996,29.775 -2020-05-19 17:30:00,106.22,56.923,56.138999999999996,29.775 -2020-05-19 17:45:00,104.6,55.821999999999996,56.138999999999996,29.775 -2020-05-19 18:00:00,106.74,58.563,57.038000000000004,29.775 -2020-05-19 18:15:00,105.62,59.54600000000001,57.038000000000004,29.775 -2020-05-19 18:30:00,113.35,57.408,57.038000000000004,29.775 -2020-05-19 18:45:00,112.87,62.621,57.038000000000004,29.775 -2020-05-19 19:00:00,108.17,63.18899999999999,56.492,29.775 -2020-05-19 19:15:00,98.13,62.423,56.492,29.775 -2020-05-19 19:30:00,97.16,61.989,56.492,29.775 -2020-05-19 19:45:00,103.23,62.583999999999996,56.492,29.775 -2020-05-19 20:00:00,95.97,60.846000000000004,62.534,29.775 -2020-05-19 20:15:00,100.72,59.967,62.534,29.775 -2020-05-19 20:30:00,104.92,59.372,62.534,29.775 -2020-05-19 20:45:00,104.57,59.255,62.534,29.775 -2020-05-19 21:00:00,94.39,56.748999999999995,55.506,29.775 -2020-05-19 21:15:00,97.34,58.178999999999995,55.506,29.775 -2020-05-19 21:30:00,94.26,59.06,55.506,29.775 -2020-05-19 21:45:00,93.63,59.801,55.506,29.775 -2020-05-19 22:00:00,84.19,56.99,51.472,29.775 -2020-05-19 22:15:00,82.79,57.728,51.472,29.775 -2020-05-19 22:30:00,80.26,50.5,51.472,29.775 -2020-05-19 22:45:00,86.14,47.177,51.472,29.775 -2020-05-19 23:00:00,84.68,41.677,44.593,29.775 -2020-05-19 23:15:00,80.74,39.588,44.593,29.775 -2020-05-19 23:30:00,76.55,38.729,44.593,29.775 -2020-05-19 23:45:00,76.25,38.312,44.593,29.775 -2020-05-20 00:00:00,78.51,37.128,41.978,29.775 -2020-05-20 00:15:00,80.48,37.399,41.978,29.775 -2020-05-20 00:30:00,78.67,36.468,41.978,29.775 -2020-05-20 00:45:00,72.51,35.376,41.978,29.775 -2020-05-20 01:00:00,71.79,34.94,38.59,29.775 -2020-05-20 01:15:00,77.65,34.286,38.59,29.775 -2020-05-20 01:30:00,78.37,32.689,38.59,29.775 -2020-05-20 01:45:00,79.71,31.704,38.59,29.775 -2020-05-20 02:00:00,73.24,31.713,36.23,29.775 -2020-05-20 02:15:00,78.37,30.373,36.23,29.775 -2020-05-20 02:30:00,79.12,32.566,36.23,29.775 -2020-05-20 02:45:00,77.08,33.304,36.23,29.775 -2020-05-20 03:00:00,75.21,36.037,35.867,29.775 -2020-05-20 03:15:00,78.88,34.891999999999996,35.867,29.775 -2020-05-20 03:30:00,81.38,34.144,35.867,29.775 -2020-05-20 03:45:00,80.54,33.484,35.867,29.775 -2020-05-20 04:00:00,75.73,43.74100000000001,36.75,29.775 -2020-05-20 04:15:00,76.72,54.297,36.75,29.775 -2020-05-20 04:30:00,80.9,52.211000000000006,36.75,29.775 -2020-05-20 04:45:00,86.16,52.978,36.75,29.775 -2020-05-20 05:00:00,93.21,77.21,40.461,29.775 -2020-05-20 05:15:00,95.42,96.999,40.461,29.775 -2020-05-20 05:30:00,99.77,85.91,40.461,29.775 -2020-05-20 05:45:00,101.34,79.735,40.461,29.775 -2020-05-20 06:00:00,101.76,81.133,55.481,29.775 -2020-05-20 06:15:00,101.28,83.171,55.481,29.775 -2020-05-20 06:30:00,104.28,80.161,55.481,29.775 -2020-05-20 06:45:00,105.05,80.12899999999999,55.481,29.775 -2020-05-20 07:00:00,108.2,79.56,68.45,29.775 -2020-05-20 07:15:00,107.22,78.939,68.45,29.775 -2020-05-20 07:30:00,107.19,76.111,68.45,29.775 -2020-05-20 07:45:00,106.77,74.281,68.45,29.775 -2020-05-20 08:00:00,105.12,68.487,60.885,29.775 -2020-05-20 08:15:00,105.19,69.749,60.885,29.775 -2020-05-20 08:30:00,106.79,68.49600000000001,60.885,29.775 -2020-05-20 08:45:00,108.41,70.115,60.885,29.775 -2020-05-20 09:00:00,104.53,66.671,56.887,29.775 -2020-05-20 09:15:00,106.56,65.149,56.887,29.775 -2020-05-20 09:30:00,106.98,68.21300000000001,56.887,29.775 -2020-05-20 09:45:00,110.81,69.48,56.887,29.775 -2020-05-20 10:00:00,109.87,66.115,54.401,29.775 -2020-05-20 10:15:00,111.92,67.375,54.401,29.775 -2020-05-20 10:30:00,110.2,67.215,54.401,29.775 -2020-05-20 10:45:00,106.45,68.29899999999999,54.401,29.775 -2020-05-20 11:00:00,111.94,64.417,53.678000000000004,29.775 -2020-05-20 11:15:00,116.47,65.687,53.678000000000004,29.775 -2020-05-20 11:30:00,120.29,67.253,53.678000000000004,29.775 -2020-05-20 11:45:00,127.5,68.46,53.678000000000004,29.775 -2020-05-20 12:00:00,130.45,63.667,51.68,29.775 -2020-05-20 12:15:00,131.65,64.06,51.68,29.775 -2020-05-20 12:30:00,128.54,63.196000000000005,51.68,29.775 -2020-05-20 12:45:00,128.89,64.604,51.68,29.775 -2020-05-20 13:00:00,124.02,65.156,51.263000000000005,29.775 -2020-05-20 13:15:00,125.19,65.852,51.263000000000005,29.775 -2020-05-20 13:30:00,125.37,63.912,51.263000000000005,29.775 -2020-05-20 13:45:00,129.7,62.131,51.263000000000005,29.775 -2020-05-20 14:00:00,127.75,63.336000000000006,51.107,29.775 -2020-05-20 14:15:00,134.43,61.942,51.107,29.775 -2020-05-20 14:30:00,131.56,61.101000000000006,51.107,29.775 -2020-05-20 14:45:00,129.26,61.735,51.107,29.775 -2020-05-20 15:00:00,125.84,62.364,51.498000000000005,29.775 -2020-05-20 15:15:00,123.48,59.934,51.498000000000005,29.775 -2020-05-20 15:30:00,119.44,58.276,51.498000000000005,29.775 -2020-05-20 15:45:00,121.38,55.893,51.498000000000005,29.775 -2020-05-20 16:00:00,119.62,58.416000000000004,53.376999999999995,29.775 -2020-05-20 16:15:00,114.06,57.964,53.376999999999995,29.775 -2020-05-20 16:30:00,110.26,57.338,53.376999999999995,29.775 -2020-05-20 16:45:00,113.71,54.028,53.376999999999995,29.775 -2020-05-20 17:00:00,121.74,56.156000000000006,56.965,29.775 -2020-05-20 17:15:00,122.25,56.806999999999995,56.965,29.775 -2020-05-20 17:30:00,123.94,56.637,56.965,29.775 -2020-05-20 17:45:00,119.22,55.5,56.965,29.775 -2020-05-20 18:00:00,119.16,58.25899999999999,58.231,29.775 -2020-05-20 18:15:00,116.54,59.221000000000004,58.231,29.775 -2020-05-20 18:30:00,114.14,57.071000000000005,58.231,29.775 -2020-05-20 18:45:00,115.86,62.284,58.231,29.775 -2020-05-20 19:00:00,116.25,62.854,58.865,29.775 -2020-05-20 19:15:00,109.47,62.081,58.865,29.775 -2020-05-20 19:30:00,102.19,61.643,58.865,29.775 -2020-05-20 19:45:00,100.8,62.236000000000004,58.865,29.775 -2020-05-20 20:00:00,104.57,60.473,65.605,29.775 -2020-05-20 20:15:00,101.8,59.593999999999994,65.605,29.775 -2020-05-20 20:30:00,104.21,59.021,65.605,29.775 -2020-05-20 20:45:00,107.81,58.949,65.605,29.775 -2020-05-20 21:00:00,100.78,56.446999999999996,58.083999999999996,29.775 -2020-05-20 21:15:00,99.92,57.891999999999996,58.083999999999996,29.775 -2020-05-20 21:30:00,96.61,58.748000000000005,58.083999999999996,29.775 -2020-05-20 21:45:00,94.94,59.515,58.083999999999996,29.775 -2020-05-20 22:00:00,89.31,56.731,53.243,29.775 -2020-05-20 22:15:00,87.09,57.488,53.243,29.775 -2020-05-20 22:30:00,87.82,50.25899999999999,53.243,29.775 -2020-05-20 22:45:00,88.26,46.924,53.243,29.775 -2020-05-20 23:00:00,63.05,41.388999999999996,44.283,29.775 -2020-05-20 23:15:00,62.09,39.345,44.283,29.775 -2020-05-20 23:30:00,60.51,38.489000000000004,44.283,29.775 -2020-05-20 23:45:00,60.15,38.064,44.283,29.775 -2020-05-21 00:00:00,58.01,36.91,18.527,29.662 -2020-05-21 00:15:00,57.28,34.745,18.527,29.662 -2020-05-21 00:30:00,56.86,33.663000000000004,18.527,29.662 -2020-05-21 00:45:00,56.38,32.498000000000005,18.527,29.662 -2020-05-21 01:00:00,54.83,32.263000000000005,16.348,29.662 -2020-05-21 01:15:00,54.78,31.66,16.348,29.662 -2020-05-21 01:30:00,54.4,29.784000000000002,16.348,29.662 -2020-05-21 01:45:00,54.27,29.289,16.348,29.662 -2020-05-21 02:00:00,53.37,29.329,12.581,29.662 -2020-05-21 02:15:00,53.99,27.565,12.581,29.662 -2020-05-21 02:30:00,52.98,30.034000000000002,12.581,29.662 -2020-05-21 02:45:00,55.47,30.726999999999997,12.581,29.662 -2020-05-21 03:00:00,53.56,33.503,10.712,29.662 -2020-05-21 03:15:00,54.49,30.621,10.712,29.662 -2020-05-21 03:30:00,57.11,29.22,10.712,29.662 -2020-05-21 03:45:00,55.48,30.15,10.712,29.662 -2020-05-21 04:00:00,58.06,37.786,9.084,29.662 -2020-05-21 04:15:00,53.75,44.758,9.084,29.662 -2020-05-21 04:30:00,52.67,42.848,9.084,29.662 -2020-05-21 04:45:00,55.12,42.523,9.084,29.662 -2020-05-21 05:00:00,51.91,54.581,9.388,29.662 -2020-05-21 05:15:00,52.73,60.053000000000004,9.388,29.662 -2020-05-21 05:30:00,55.46,50.553999999999995,9.388,29.662 -2020-05-21 05:45:00,54.71,49.13399999999999,9.388,29.662 -2020-05-21 06:00:00,55.97,62.847,11.109000000000002,29.662 -2020-05-21 06:15:00,58.32,75.834,11.109000000000002,29.662 -2020-05-21 06:30:00,57.09,67.965,11.109000000000002,29.662 -2020-05-21 06:45:00,58.87,62.187,11.109000000000002,29.662 -2020-05-21 07:00:00,60.26,60.449,13.77,29.662 -2020-05-21 07:15:00,63.31,57.713,13.77,29.662 -2020-05-21 07:30:00,59.48,55.919,13.77,29.662 -2020-05-21 07:45:00,59.47,55.233000000000004,13.77,29.662 -2020-05-21 08:00:00,59.73,52.391999999999996,12.868,29.662 -2020-05-21 08:15:00,58.67,55.902,12.868,29.662 -2020-05-21 08:30:00,63.81,56.254,12.868,29.662 -2020-05-21 08:45:00,58.75,59.305,12.868,29.662 -2020-05-21 09:00:00,58.3,56.836000000000006,12.804,29.662 -2020-05-21 09:15:00,58.24,57.516999999999996,12.804,29.662 -2020-05-21 09:30:00,57.56,60.875,12.804,29.662 -2020-05-21 09:45:00,61.45,63.036,12.804,29.662 -2020-05-21 10:00:00,57.46,60.818000000000005,11.029000000000002,29.662 -2020-05-21 10:15:00,57.46,62.676,11.029000000000002,29.662 -2020-05-21 10:30:00,60.42,63.08,11.029000000000002,29.662 -2020-05-21 10:45:00,58.0,64.479,11.029000000000002,29.662 -2020-05-21 11:00:00,58.01,60.6,11.681,29.662 -2020-05-21 11:15:00,54.19,60.924,11.681,29.662 -2020-05-21 11:30:00,54.54,62.856,11.681,29.662 -2020-05-21 11:45:00,55.05,63.966,11.681,29.662 -2020-05-21 12:00:00,55.16,60.76,8.915,29.662 -2020-05-21 12:15:00,53.37,60.842,8.915,29.662 -2020-05-21 12:30:00,51.32,59.909,8.915,29.662 -2020-05-21 12:45:00,50.61,60.408,8.915,29.662 -2020-05-21 13:00:00,50.98,60.489,5.4639999999999995,29.662 -2020-05-21 13:15:00,52.85,60.721000000000004,5.4639999999999995,29.662 -2020-05-21 13:30:00,48.58,58.523,5.4639999999999995,29.662 -2020-05-21 13:45:00,49.76,56.766000000000005,5.4639999999999995,29.662 -2020-05-21 14:00:00,51.52,58.485,3.2939999999999996,29.662 -2020-05-21 14:15:00,57.07,56.833999999999996,3.2939999999999996,29.662 -2020-05-21 14:30:00,64.25,55.785,3.2939999999999996,29.662 -2020-05-21 14:45:00,65.85,55.278999999999996,3.2939999999999996,29.662 -2020-05-21 15:00:00,66.73,56.126999999999995,4.689,29.662 -2020-05-21 15:15:00,60.8,53.618,4.689,29.662 -2020-05-21 15:30:00,61.9,51.562,4.689,29.662 -2020-05-21 15:45:00,64.07,49.477,4.689,29.662 -2020-05-21 16:00:00,65.13,51.675,7.732,29.662 -2020-05-21 16:15:00,66.81,51.131,7.732,29.662 -2020-05-21 16:30:00,64.74,51.558,7.732,29.662 -2020-05-21 16:45:00,64.19,47.702,7.732,29.662 -2020-05-21 17:00:00,65.06,50.641999999999996,17.558,29.662 -2020-05-21 17:15:00,66.43,50.731,17.558,29.662 -2020-05-21 17:30:00,69.39,51.294,17.558,29.662 -2020-05-21 17:45:00,71.08,51.156000000000006,17.558,29.662 -2020-05-21 18:00:00,71.37,55.849,24.763,29.662 -2020-05-21 18:15:00,70.43,57.653999999999996,24.763,29.662 -2020-05-21 18:30:00,73.17,56.379,24.763,29.662 -2020-05-21 18:45:00,70.48,58.501000000000005,24.763,29.662 -2020-05-21 19:00:00,69.9,60.832,29.633000000000003,29.662 -2020-05-21 19:15:00,68.76,58.906000000000006,29.633000000000003,29.662 -2020-05-21 19:30:00,69.06,59.05,29.633000000000003,29.662 -2020-05-21 19:45:00,71.41,60.059,29.633000000000003,29.662 -2020-05-21 20:00:00,69.15,59.508,38.826,29.662 -2020-05-21 20:15:00,71.39,59.303999999999995,38.826,29.662 -2020-05-21 20:30:00,74.95,58.396,38.826,29.662 -2020-05-21 20:45:00,71.98,57.552,38.826,29.662 -2020-05-21 21:00:00,71.11,54.851000000000006,37.751,29.662 -2020-05-21 21:15:00,67.66,57.343999999999994,37.751,29.662 -2020-05-21 21:30:00,65.62,57.926,37.751,29.662 -2020-05-21 21:45:00,65.41,58.792,37.751,29.662 -2020-05-21 22:00:00,62.1,58.045,39.799,29.662 -2020-05-21 22:15:00,64.81,57.568999999999996,39.799,29.662 -2020-05-21 22:30:00,60.51,56.025,39.799,29.662 -2020-05-21 22:45:00,60.78,53.603,39.799,29.662 -2020-05-21 23:00:00,83.53,48.56,33.686,29.662 -2020-05-21 23:15:00,79.71,46.288999999999994,33.686,29.662 -2020-05-21 23:30:00,76.64,45.003,33.686,29.662 -2020-05-21 23:45:00,81.28,44.475,33.686,29.662 -2020-05-22 00:00:00,78.78,34.703,39.884,29.662 -2020-05-22 00:15:00,78.38,35.232,39.884,29.662 -2020-05-22 00:30:00,75.8,34.53,39.884,29.662 -2020-05-22 00:45:00,78.88,33.875,39.884,29.662 -2020-05-22 01:00:00,78.43,33.044000000000004,37.658,29.662 -2020-05-22 01:15:00,76.96,31.963,37.658,29.662 -2020-05-22 01:30:00,72.09,30.969,37.658,29.662 -2020-05-22 01:45:00,77.86,29.756999999999998,37.658,29.662 -2020-05-22 02:00:00,78.9,30.668000000000003,36.707,29.662 -2020-05-22 02:15:00,79.75,29.229,36.707,29.662 -2020-05-22 02:30:00,75.51,32.335,36.707,29.662 -2020-05-22 02:45:00,79.05,32.449,36.707,29.662 -2020-05-22 03:00:00,80.35,35.719,37.025,29.662 -2020-05-22 03:15:00,80.81,33.605,37.025,29.662 -2020-05-22 03:30:00,76.91,32.632,37.025,29.662 -2020-05-22 03:45:00,75.74,32.927,37.025,29.662 -2020-05-22 04:00:00,76.89,43.244,38.349000000000004,29.662 -2020-05-22 04:15:00,77.58,52.16,38.349000000000004,29.662 -2020-05-22 04:30:00,80.22,51.0,38.349000000000004,29.662 -2020-05-22 04:45:00,84.77,50.898,38.349000000000004,29.662 -2020-05-22 05:00:00,93.82,74.133,41.565,29.662 -2020-05-22 05:15:00,95.9,94.82,41.565,29.662 -2020-05-22 05:30:00,97.7,84.27,41.565,29.662 -2020-05-22 05:45:00,97.74,77.786,41.565,29.662 -2020-05-22 06:00:00,104.46,79.546,53.861000000000004,29.662 -2020-05-22 06:15:00,105.11,81.39,53.861000000000004,29.662 -2020-05-22 06:30:00,106.02,78.183,53.861000000000004,29.662 -2020-05-22 06:45:00,108.42,78.407,53.861000000000004,29.662 -2020-05-22 07:00:00,109.92,78.263,63.497,29.662 -2020-05-22 07:15:00,110.85,78.738,63.497,29.662 -2020-05-22 07:30:00,113.49,73.98100000000001,63.497,29.662 -2020-05-22 07:45:00,111.86,71.819,63.497,29.662 -2020-05-22 08:00:00,107.87,66.528,55.43899999999999,29.662 -2020-05-22 08:15:00,106.09,68.429,55.43899999999999,29.662 -2020-05-22 08:30:00,104.97,67.28,55.43899999999999,29.662 -2020-05-22 08:45:00,109.12,68.445,55.43899999999999,29.662 -2020-05-22 09:00:00,104.41,62.928000000000004,52.132,29.662 -2020-05-22 09:15:00,102.77,63.343,52.132,29.662 -2020-05-22 09:30:00,103.2,65.684,52.132,29.662 -2020-05-22 09:45:00,105.1,67.34899999999999,52.132,29.662 -2020-05-22 10:00:00,108.85,63.57,49.881,29.662 -2020-05-22 10:15:00,114.42,64.851,49.881,29.662 -2020-05-22 10:30:00,116.06,65.205,49.881,29.662 -2020-05-22 10:45:00,112.9,66.123,49.881,29.662 -2020-05-22 11:00:00,116.37,62.451,49.396,29.662 -2020-05-22 11:15:00,116.42,62.535,49.396,29.662 -2020-05-22 11:30:00,115.65,64.168,49.396,29.662 -2020-05-22 11:45:00,114.92,64.525,49.396,29.662 -2020-05-22 12:00:00,111.62,60.479,46.7,29.662 -2020-05-22 12:15:00,106.84,59.778,46.7,29.662 -2020-05-22 12:30:00,102.56,58.99100000000001,46.7,29.662 -2020-05-22 12:45:00,98.4,59.821000000000005,46.7,29.662 -2020-05-22 13:00:00,94.96,61.16,44.05,29.662 -2020-05-22 13:15:00,96.61,62.23,44.05,29.662 -2020-05-22 13:30:00,93.79,61.045,44.05,29.662 -2020-05-22 13:45:00,92.84,59.531000000000006,44.05,29.662 -2020-05-22 14:00:00,91.24,59.794,42.805,29.662 -2020-05-22 14:15:00,93.29,58.739,42.805,29.662 -2020-05-22 14:30:00,91.88,59.32899999999999,42.805,29.662 -2020-05-22 14:45:00,93.09,59.412,42.805,29.662 -2020-05-22 15:00:00,93.45,59.95399999999999,44.36600000000001,29.662 -2020-05-22 15:15:00,95.82,57.167,44.36600000000001,29.662 -2020-05-22 15:30:00,97.12,54.571000000000005,44.36600000000001,29.662 -2020-05-22 15:45:00,97.8,52.891000000000005,44.36600000000001,29.662 -2020-05-22 16:00:00,96.53,54.466,46.928999999999995,29.662 -2020-05-22 16:15:00,103.21,54.513999999999996,46.928999999999995,29.662 -2020-05-22 16:30:00,104.3,53.775,46.928999999999995,29.662 -2020-05-22 16:45:00,104.51,49.604,46.928999999999995,29.662 -2020-05-22 17:00:00,103.54,53.474,51.468,29.662 -2020-05-22 17:15:00,101.79,53.823,51.468,29.662 -2020-05-22 17:30:00,102.58,53.708,51.468,29.662 -2020-05-22 17:45:00,104.14,52.295,51.468,29.662 -2020-05-22 18:00:00,106.35,55.326,52.58,29.662 -2020-05-22 18:15:00,103.1,55.269,52.58,29.662 -2020-05-22 18:30:00,102.56,53.086000000000006,52.58,29.662 -2020-05-22 18:45:00,105.35,58.692,52.58,29.662 -2020-05-22 19:00:00,107.38,60.31399999999999,52.183,29.662 -2020-05-22 19:15:00,103.6,60.376000000000005,52.183,29.662 -2020-05-22 19:30:00,98.21,59.898999999999994,52.183,29.662 -2020-05-22 19:45:00,98.34,59.427,52.183,29.662 -2020-05-22 20:00:00,94.72,57.468999999999994,58.497,29.662 -2020-05-22 20:15:00,95.77,57.34,58.497,29.662 -2020-05-22 20:30:00,98.16,56.342,58.497,29.662 -2020-05-22 20:45:00,96.69,55.707,58.497,29.662 -2020-05-22 21:00:00,97.63,54.568000000000005,54.731,29.662 -2020-05-22 21:15:00,97.68,57.72,54.731,29.662 -2020-05-22 21:30:00,90.83,58.396,54.731,29.662 -2020-05-22 21:45:00,86.47,59.52,54.731,29.662 -2020-05-22 22:00:00,80.55,56.864,51.386,29.662 -2020-05-22 22:15:00,84.38,57.391000000000005,51.386,29.662 -2020-05-22 22:30:00,86.27,56.013000000000005,51.386,29.662 -2020-05-22 22:45:00,84.62,54.208999999999996,51.386,29.662 -2020-05-22 23:00:00,74.96,50.117,44.463,29.662 -2020-05-22 23:15:00,74.35,46.266000000000005,44.463,29.662 -2020-05-22 23:30:00,71.21,43.38,44.463,29.662 -2020-05-22 23:45:00,76.73,42.683,44.463,29.662 -2020-05-23 00:00:00,75.7,35.035,42.833999999999996,29.662 -2020-05-23 00:15:00,76.89,34.034,42.833999999999996,29.662 -2020-05-23 00:30:00,71.1,33.168,42.833999999999996,29.662 -2020-05-23 00:45:00,75.4,31.974,42.833999999999996,29.662 -2020-05-23 01:00:00,73.52,31.552,37.859,29.662 -2020-05-23 01:15:00,74.62,30.799,37.859,29.662 -2020-05-23 01:30:00,68.8,28.918000000000003,37.859,29.662 -2020-05-23 01:45:00,73.9,28.836,37.859,29.662 -2020-05-23 02:00:00,72.13,28.951,35.327,29.662 -2020-05-23 02:15:00,73.48,26.677,35.327,29.662 -2020-05-23 02:30:00,66.65,28.805,35.327,29.662 -2020-05-23 02:45:00,65.13,29.693,35.327,29.662 -2020-05-23 03:00:00,66.59,31.802,34.908,29.662 -2020-05-23 03:15:00,64.97,28.761,34.908,29.662 -2020-05-23 03:30:00,65.86,27.765,34.908,29.662 -2020-05-23 03:45:00,65.45,29.511999999999997,34.908,29.662 -2020-05-23 04:00:00,63.35,37.108000000000004,34.84,29.662 -2020-05-23 04:15:00,63.76,44.592,34.84,29.662 -2020-05-23 04:30:00,62.96,41.382,34.84,29.662 -2020-05-23 04:45:00,64.33,41.43,34.84,29.662 -2020-05-23 05:00:00,67.52,53.748000000000005,34.222,29.662 -2020-05-23 05:15:00,67.85,60.097,34.222,29.662 -2020-05-23 05:30:00,68.35,51.146,34.222,29.662 -2020-05-23 05:45:00,68.82,50.068999999999996,34.222,29.662 -2020-05-23 06:00:00,72.79,66.115,35.515,29.662 -2020-05-23 06:15:00,71.8,78.594,35.515,29.662 -2020-05-23 06:30:00,73.05,71.634,35.515,29.662 -2020-05-23 06:45:00,75.09,67.053,35.515,29.662 -2020-05-23 07:00:00,76.2,64.55199999999999,39.687,29.662 -2020-05-23 07:15:00,76.2,63.553000000000004,39.687,29.662 -2020-05-23 07:30:00,77.52,60.75899999999999,39.687,29.662 -2020-05-23 07:45:00,79.58,60.32,39.687,29.662 -2020-05-23 08:00:00,78.67,56.416000000000004,44.9,29.662 -2020-05-23 08:15:00,78.07,58.93600000000001,44.9,29.662 -2020-05-23 08:30:00,78.21,58.104,44.9,29.662 -2020-05-23 08:45:00,78.09,60.843,44.9,29.662 -2020-05-23 09:00:00,76.63,58.558,45.724,29.662 -2020-05-23 09:15:00,76.47,59.595,45.724,29.662 -2020-05-23 09:30:00,75.4,62.603,45.724,29.662 -2020-05-23 09:45:00,75.15,63.916000000000004,45.724,29.662 -2020-05-23 10:00:00,75.82,60.69,43.123999999999995,29.662 -2020-05-23 10:15:00,76.15,62.368,43.123999999999995,29.662 -2020-05-23 10:30:00,76.53,62.45399999999999,43.123999999999995,29.662 -2020-05-23 10:45:00,75.37,63.36,43.123999999999995,29.662 -2020-05-23 11:00:00,75.31,59.586999999999996,40.255,29.662 -2020-05-23 11:15:00,77.04,60.324,40.255,29.662 -2020-05-23 11:30:00,77.44,61.949,40.255,29.662 -2020-05-23 11:45:00,74.8,62.708999999999996,40.255,29.662 -2020-05-23 12:00:00,69.86,58.754,38.582,29.662 -2020-05-23 12:15:00,69.32,58.985,38.582,29.662 -2020-05-23 12:30:00,71.91,58.121,38.582,29.662 -2020-05-23 12:45:00,70.49,59.434,38.582,29.662 -2020-05-23 13:00:00,69.63,59.963,36.043,29.662 -2020-05-23 13:15:00,73.6,60.055,36.043,29.662 -2020-05-23 13:30:00,72.67,58.946999999999996,36.043,29.662 -2020-05-23 13:45:00,69.34,56.317,36.043,29.662 -2020-05-23 14:00:00,67.9,56.952,35.216,29.662 -2020-05-23 14:15:00,68.87,54.621,35.216,29.662 -2020-05-23 14:30:00,69.82,54.353,35.216,29.662 -2020-05-23 14:45:00,66.18,54.928999999999995,35.216,29.662 -2020-05-23 15:00:00,71.76,56.085,36.759,29.662 -2020-05-23 15:15:00,72.55,54.121,36.759,29.662 -2020-05-23 15:30:00,72.31,52.053000000000004,36.759,29.662 -2020-05-23 15:45:00,71.95,49.521,36.759,29.662 -2020-05-23 16:00:00,71.37,52.958,40.086,29.662 -2020-05-23 16:15:00,71.22,52.37,40.086,29.662 -2020-05-23 16:30:00,71.77,51.843999999999994,40.086,29.662 -2020-05-23 16:45:00,72.93,47.797,40.086,29.662 -2020-05-23 17:00:00,75.81,50.486000000000004,44.876999999999995,29.662 -2020-05-23 17:15:00,77.15,49.199,44.876999999999995,29.662 -2020-05-23 17:30:00,81.73,48.926,44.876999999999995,29.662 -2020-05-23 17:45:00,83.0,47.845,44.876999999999995,29.662 -2020-05-23 18:00:00,82.3,52.175,47.056000000000004,29.662 -2020-05-23 18:15:00,80.93,54.047,47.056000000000004,29.662 -2020-05-23 18:30:00,81.66,53.409,47.056000000000004,29.662 -2020-05-23 18:45:00,81.46,55.044,47.056000000000004,29.662 -2020-05-23 19:00:00,79.51,55.43,45.57,29.662 -2020-05-23 19:15:00,76.63,54.428999999999995,45.57,29.662 -2020-05-23 19:30:00,75.8,54.83,45.57,29.662 -2020-05-23 19:45:00,75.75,55.99,45.57,29.662 -2020-05-23 20:00:00,75.77,55.193000000000005,41.685,29.662 -2020-05-23 20:15:00,75.2,54.916000000000004,41.685,29.662 -2020-05-23 20:30:00,78.48,53.038999999999994,41.685,29.662 -2020-05-23 20:45:00,77.87,54.102,41.685,29.662 -2020-05-23 21:00:00,75.6,52.068999999999996,39.576,29.662 -2020-05-23 21:15:00,75.41,54.998999999999995,39.576,29.662 -2020-05-23 21:30:00,72.51,56.086999999999996,39.576,29.662 -2020-05-23 21:45:00,71.96,56.635,39.576,29.662 -2020-05-23 22:00:00,68.93,54.263000000000005,39.068000000000005,29.662 -2020-05-23 22:15:00,68.33,55.56,39.068000000000005,29.662 -2020-05-23 22:30:00,65.26,55.118,39.068000000000005,29.662 -2020-05-23 22:45:00,65.06,54.041000000000004,39.068000000000005,29.662 -2020-05-23 23:00:00,61.85,49.77,32.06,29.662 -2020-05-23 23:15:00,61.41,46.022,32.06,29.662 -2020-05-23 23:30:00,61.34,45.095,32.06,29.662 -2020-05-23 23:45:00,59.43,44.225,32.06,29.662 -2020-05-24 00:00:00,57.13,36.184,28.825,29.662 -2020-05-24 00:15:00,57.97,34.035,28.825,29.662 -2020-05-24 00:30:00,57.26,32.953,28.825,29.662 -2020-05-24 00:45:00,57.6,31.803,28.825,29.662 -2020-05-24 01:00:00,55.3,31.62,25.995,29.662 -2020-05-24 01:15:00,56.86,30.941999999999997,25.995,29.662 -2020-05-24 01:30:00,56.68,29.026999999999997,25.995,29.662 -2020-05-24 01:45:00,56.48,28.518,25.995,29.662 -2020-05-24 02:00:00,54.98,28.549,24.394000000000002,29.662 -2020-05-24 02:15:00,55.67,26.753,24.394000000000002,29.662 -2020-05-24 02:30:00,55.71,29.241999999999997,24.394000000000002,29.662 -2020-05-24 02:45:00,54.51,29.96,24.394000000000002,29.662 -2020-05-24 03:00:00,54.2,32.754,22.916999999999998,29.662 -2020-05-24 03:15:00,54.33,29.838,22.916999999999998,29.662 -2020-05-24 03:30:00,55.39,28.445999999999998,22.916999999999998,29.662 -2020-05-24 03:45:00,53.97,29.454,22.916999999999998,29.662 -2020-05-24 04:00:00,51.59,36.912,23.576999999999998,29.662 -2020-05-24 04:15:00,52.43,43.722,23.576999999999998,29.662 -2020-05-24 04:30:00,52.07,41.773999999999994,23.576999999999998,29.662 -2020-05-24 04:45:00,52.18,41.433,23.576999999999998,29.662 -2020-05-24 05:00:00,52.38,53.093999999999994,22.730999999999998,29.662 -2020-05-24 05:15:00,51.01,58.086999999999996,22.730999999999998,29.662 -2020-05-24 05:30:00,51.44,48.788000000000004,22.730999999999998,29.662 -2020-05-24 05:45:00,50.26,47.56100000000001,22.730999999999998,29.662 -2020-05-24 06:00:00,55.4,61.348,22.34,29.662 -2020-05-24 06:15:00,56.11,74.26,22.34,29.662 -2020-05-24 06:30:00,56.5,66.44,22.34,29.662 -2020-05-24 06:45:00,58.7,60.73,22.34,29.662 -2020-05-24 07:00:00,60.0,58.957,24.691999999999997,29.662 -2020-05-24 07:15:00,62.28,56.248999999999995,24.691999999999997,29.662 -2020-05-24 07:30:00,63.86,54.387,24.691999999999997,29.662 -2020-05-24 07:45:00,66.28,53.792,24.691999999999997,29.662 -2020-05-24 08:00:00,68.02,50.965,29.340999999999998,29.662 -2020-05-24 08:15:00,69.85,54.619,29.340999999999998,29.662 -2020-05-24 08:30:00,70.34,54.93600000000001,29.340999999999998,29.662 -2020-05-24 08:45:00,69.19,58.036,29.340999999999998,29.662 -2020-05-24 09:00:00,64.38,55.551,30.788,29.662 -2020-05-24 09:15:00,64.98,56.251999999999995,30.788,29.662 -2020-05-24 09:30:00,61.61,59.635,30.788,29.662 -2020-05-24 09:45:00,58.24,61.888999999999996,30.788,29.662 -2020-05-24 10:00:00,59.37,59.70399999999999,30.158,29.662 -2020-05-24 10:15:00,60.65,61.652,30.158,29.662 -2020-05-24 10:30:00,62.09,62.085,30.158,29.662 -2020-05-24 10:45:00,62.05,63.525,30.158,29.662 -2020-05-24 11:00:00,62.17,59.622,32.056,29.662 -2020-05-24 11:15:00,59.81,59.99100000000001,32.056,29.662 -2020-05-24 11:30:00,55.31,61.896,32.056,29.662 -2020-05-24 11:45:00,55.01,63.036,32.056,29.662 -2020-05-24 12:00:00,56.12,59.94,28.671999999999997,29.662 -2020-05-24 12:15:00,58.46,60.038000000000004,28.671999999999997,29.662 -2020-05-24 12:30:00,58.98,59.003,28.671999999999997,29.662 -2020-05-24 12:45:00,61.98,59.52,28.671999999999997,29.662 -2020-05-24 13:00:00,60.62,59.632,23.171,29.662 -2020-05-24 13:15:00,61.12,59.873000000000005,23.171,29.662 -2020-05-24 13:30:00,56.46,57.708999999999996,23.171,29.662 -2020-05-24 13:45:00,56.65,55.956,23.171,29.662 -2020-05-24 14:00:00,56.1,57.781000000000006,19.11,29.662 -2020-05-24 14:15:00,58.99,56.107,19.11,29.662 -2020-05-24 14:30:00,64.84,54.945,19.11,29.662 -2020-05-24 14:45:00,70.09,54.452,19.11,29.662 -2020-05-24 15:00:00,72.58,55.449,19.689,29.662 -2020-05-24 15:15:00,73.17,52.895,19.689,29.662 -2020-05-24 15:30:00,74.8,50.771,19.689,29.662 -2020-05-24 15:45:00,76.05,48.638999999999996,19.689,29.662 -2020-05-24 16:00:00,84.67,50.972,22.875,29.662 -2020-05-24 16:15:00,87.35,50.39,22.875,29.662 -2020-05-24 16:30:00,87.69,50.867,22.875,29.662 -2020-05-24 16:45:00,83.03,46.857,22.875,29.662 -2020-05-24 17:00:00,83.2,49.927,33.884,29.662 -2020-05-24 17:15:00,80.98,49.951,33.884,29.662 -2020-05-24 17:30:00,82.32,50.475,33.884,29.662 -2020-05-24 17:45:00,86.46,50.239,33.884,29.662 -2020-05-24 18:00:00,88.05,54.983000000000004,38.453,29.662 -2020-05-24 18:15:00,84.96,56.722,38.453,29.662 -2020-05-24 18:30:00,81.33,55.413999999999994,38.453,29.662 -2020-05-24 18:45:00,80.49,57.535,38.453,29.662 -2020-05-24 19:00:00,83.33,59.87,39.221,29.662 -2020-05-24 19:15:00,81.36,57.926,39.221,29.662 -2020-05-24 19:30:00,79.76,58.052,39.221,29.662 -2020-05-24 19:45:00,80.78,59.06,39.221,29.662 -2020-05-24 20:00:00,82.2,58.438,37.871,29.662 -2020-05-24 20:15:00,82.3,58.229,37.871,29.662 -2020-05-24 20:30:00,83.51,57.387,37.871,29.662 -2020-05-24 20:45:00,83.49,56.669,37.871,29.662 -2020-05-24 21:00:00,81.41,53.983999999999995,36.465,29.662 -2020-05-24 21:15:00,82.26,56.519,36.465,29.662 -2020-05-24 21:30:00,75.32,57.03,36.465,29.662 -2020-05-24 21:45:00,76.43,57.966,36.465,29.662 -2020-05-24 22:00:00,74.5,57.299,36.092,29.662 -2020-05-24 22:15:00,78.91,56.873999999999995,36.092,29.662 -2020-05-24 22:30:00,80.16,55.325,36.092,29.662 -2020-05-24 22:45:00,79.85,52.865,36.092,29.662 -2020-05-24 23:00:00,71.49,47.725,31.013,29.662 -2020-05-24 23:15:00,69.19,45.586999999999996,31.013,29.662 -2020-05-24 23:30:00,73.1,44.315,31.013,29.662 -2020-05-24 23:45:00,75.16,43.761,31.013,29.662 -2020-05-25 00:00:00,73.04,38.211999999999996,31.174,29.775 -2020-05-25 00:15:00,71.45,37.404,31.174,29.775 -2020-05-25 00:30:00,65.82,35.985,31.174,29.775 -2020-05-25 00:45:00,65.94,34.361,31.174,29.775 -2020-05-25 01:00:00,68.21,34.563,29.663,29.775 -2020-05-25 01:15:00,73.16,33.77,29.663,29.775 -2020-05-25 01:30:00,73.49,32.193000000000005,29.663,29.775 -2020-05-25 01:45:00,70.92,31.61,29.663,29.775 -2020-05-25 02:00:00,67.31,32.065,28.793000000000003,29.775 -2020-05-25 02:15:00,72.78,29.594,28.793000000000003,29.775 -2020-05-25 02:30:00,74.32,32.31,28.793000000000003,29.775 -2020-05-25 02:45:00,74.35,32.775999999999996,28.793000000000003,29.775 -2020-05-25 03:00:00,69.78,36.306999999999995,27.728,29.775 -2020-05-25 03:15:00,68.47,34.389,27.728,29.775 -2020-05-25 03:30:00,69.86,33.588,27.728,29.775 -2020-05-25 03:45:00,70.1,34.076,27.728,29.775 -2020-05-25 04:00:00,73.53,45.273999999999994,29.266,29.775 -2020-05-25 04:15:00,73.54,55.622,29.266,29.775 -2020-05-25 04:30:00,77.68,53.648,29.266,29.775 -2020-05-25 04:45:00,81.3,53.683,29.266,29.775 -2020-05-25 05:00:00,89.03,74.794,37.889,29.775 -2020-05-25 05:15:00,93.31,93.23,37.889,29.775 -2020-05-25 05:30:00,95.72,82.57700000000001,37.889,29.775 -2020-05-25 05:45:00,98.49,77.42699999999999,37.889,29.775 -2020-05-25 06:00:00,99.46,78.153,55.485,29.775 -2020-05-25 06:15:00,104.22,79.572,55.485,29.775 -2020-05-25 06:30:00,105.6,77.07,55.485,29.775 -2020-05-25 06:45:00,106.6,78.078,55.485,29.775 -2020-05-25 07:00:00,108.35,77.343,65.765,29.775 -2020-05-25 07:15:00,107.73,77.042,65.765,29.775 -2020-05-25 07:30:00,107.92,74.193,65.765,29.775 -2020-05-25 07:45:00,108.55,73.4,65.765,29.775 -2020-05-25 08:00:00,106.16,67.673,56.745,29.775 -2020-05-25 08:15:00,106.57,69.807,56.745,29.775 -2020-05-25 08:30:00,107.31,68.376,56.745,29.775 -2020-05-25 08:45:00,106.93,71.00399999999999,56.745,29.775 -2020-05-25 09:00:00,106.44,67.383,53.321999999999996,29.775 -2020-05-25 09:15:00,106.7,65.695,53.321999999999996,29.775 -2020-05-25 09:30:00,105.96,68.01100000000001,53.321999999999996,29.775 -2020-05-25 09:45:00,105.74,68.217,53.321999999999996,29.775 -2020-05-25 10:00:00,106.53,66.318,51.309,29.775 -2020-05-25 10:15:00,109.6,68.087,51.309,29.775 -2020-05-25 10:30:00,108.78,67.915,51.309,29.775 -2020-05-25 10:45:00,107.84,68.066,51.309,29.775 -2020-05-25 11:00:00,105.05,63.818000000000005,50.415,29.775 -2020-05-25 11:15:00,103.48,64.858,50.415,29.775 -2020-05-25 11:30:00,101.34,67.70100000000001,50.415,29.775 -2020-05-25 11:45:00,101.35,69.223,50.415,29.775 -2020-05-25 12:00:00,100.54,65.095,48.273,29.775 -2020-05-25 12:15:00,101.38,65.3,48.273,29.775 -2020-05-25 12:30:00,99.35,63.31,48.273,29.775 -2020-05-25 12:45:00,101.48,64.178,48.273,29.775 -2020-05-25 13:00:00,100.53,65.195,48.452,29.775 -2020-05-25 13:15:00,101.37,64.317,48.452,29.775 -2020-05-25 13:30:00,99.07,62.199,48.452,29.775 -2020-05-25 13:45:00,100.17,61.278999999999996,48.452,29.775 -2020-05-25 14:00:00,99.77,62.183,48.35,29.775 -2020-05-25 14:15:00,102.24,60.898999999999994,48.35,29.775 -2020-05-25 14:30:00,103.48,59.428000000000004,48.35,29.775 -2020-05-25 14:45:00,101.43,60.82899999999999,48.35,29.775 -2020-05-25 15:00:00,101.0,61.948,48.838,29.775 -2020-05-25 15:15:00,97.03,58.513000000000005,48.838,29.775 -2020-05-25 15:30:00,98.64,56.886,48.838,29.775 -2020-05-25 15:45:00,101.34,54.193999999999996,48.838,29.775 -2020-05-25 16:00:00,101.37,57.505,50.873000000000005,29.775 -2020-05-25 16:15:00,103.25,56.806999999999995,50.873000000000005,29.775 -2020-05-25 16:30:00,106.69,56.475,50.873000000000005,29.775 -2020-05-25 16:45:00,106.5,52.178000000000004,50.873000000000005,29.775 -2020-05-25 17:00:00,107.1,54.208999999999996,56.637,29.775 -2020-05-25 17:15:00,111.13,54.353,56.637,29.775 -2020-05-25 17:30:00,110.99,54.388000000000005,56.637,29.775 -2020-05-25 17:45:00,111.14,53.427,56.637,29.775 -2020-05-25 18:00:00,108.96,57.196999999999996,56.35,29.775 -2020-05-25 18:15:00,105.76,56.744,56.35,29.775 -2020-05-25 18:30:00,113.14,54.85,56.35,29.775 -2020-05-25 18:45:00,116.77,60.083,56.35,29.775 -2020-05-25 19:00:00,108.64,61.768,56.023,29.775 -2020-05-25 19:15:00,98.73,60.848,56.023,29.775 -2020-05-25 19:30:00,103.11,60.716,56.023,29.775 -2020-05-25 19:45:00,99.07,60.978,56.023,29.775 -2020-05-25 20:00:00,96.44,58.687,62.372,29.775 -2020-05-25 20:15:00,103.82,59.299,62.372,29.775 -2020-05-25 20:30:00,106.27,58.593999999999994,62.372,29.775 -2020-05-25 20:45:00,103.64,58.45,62.372,29.775 -2020-05-25 21:00:00,96.06,55.285,57.516999999999996,29.775 -2020-05-25 21:15:00,96.57,58.018,57.516999999999996,29.775 -2020-05-25 21:30:00,96.34,58.732,57.516999999999996,29.775 -2020-05-25 21:45:00,96.09,59.38399999999999,57.516999999999996,29.775 -2020-05-25 22:00:00,89.25,56.24,51.823,29.775 -2020-05-25 22:15:00,83.2,57.45399999999999,51.823,29.775 -2020-05-25 22:30:00,87.35,49.917,51.823,29.775 -2020-05-25 22:45:00,89.63,46.472,51.823,29.775 -2020-05-25 23:00:00,82.93,41.511,43.832,29.775 -2020-05-25 23:15:00,75.55,38.372,43.832,29.775 -2020-05-25 23:30:00,79.33,37.609,43.832,29.775 -2020-05-25 23:45:00,82.15,37.052,43.832,29.775 -2020-05-26 00:00:00,77.88,35.689,42.371,29.775 -2020-05-26 00:15:00,75.1,35.991,42.371,29.775 -2020-05-26 00:30:00,78.04,35.06,42.371,29.775 -2020-05-26 00:45:00,78.89,33.999,42.371,29.775 -2020-05-26 01:00:00,77.82,33.665,39.597,29.775 -2020-05-26 01:15:00,76.09,32.865,39.597,29.775 -2020-05-26 01:30:00,78.26,31.186,39.597,29.775 -2020-05-26 01:45:00,79.73,30.171999999999997,39.597,29.775 -2020-05-26 02:00:00,79.78,30.166999999999998,38.298,29.775 -2020-05-26 02:15:00,76.12,28.761999999999997,38.298,29.775 -2020-05-26 02:30:00,79.45,30.995,38.298,29.775 -2020-05-26 02:45:00,81.63,31.781999999999996,38.298,29.775 -2020-05-26 03:00:00,78.81,34.551,37.884,29.775 -2020-05-26 03:15:00,75.75,33.34,37.884,29.775 -2020-05-26 03:30:00,80.4,32.609,37.884,29.775 -2020-05-26 03:45:00,82.09,32.106,37.884,29.775 -2020-05-26 04:00:00,81.49,42.005,39.442,29.775 -2020-05-26 04:15:00,78.42,52.242,39.442,29.775 -2020-05-26 04:30:00,81.46,50.07899999999999,39.442,29.775 -2020-05-26 04:45:00,86.44,50.81399999999999,39.442,29.775 -2020-05-26 05:00:00,92.93,74.25399999999999,43.608000000000004,29.775 -2020-05-26 05:15:00,95.98,93.09100000000001,43.608000000000004,29.775 -2020-05-26 05:30:00,97.87,82.4,43.608000000000004,29.775 -2020-05-26 05:45:00,100.97,76.611,43.608000000000004,29.775 -2020-05-26 06:00:00,104.23,78.155,54.99100000000001,29.775 -2020-05-26 06:15:00,106.17,80.044,54.99100000000001,29.775 -2020-05-26 06:30:00,107.29,77.12899999999999,54.99100000000001,29.775 -2020-05-26 06:45:00,108.62,77.236,54.99100000000001,29.775 -2020-05-26 07:00:00,111.63,76.596,66.217,29.775 -2020-05-26 07:15:00,109.37,76.031,66.217,29.775 -2020-05-26 07:30:00,108.15,73.069,66.217,29.775 -2020-05-26 07:45:00,107.28,71.422,66.217,29.775 -2020-05-26 08:00:00,105.84,65.657,60.151,29.775 -2020-05-26 08:15:00,107.1,67.205,60.151,29.775 -2020-05-26 08:30:00,107.63,65.885,60.151,29.775 -2020-05-26 08:45:00,105.85,67.601,60.151,29.775 -2020-05-26 09:00:00,106.2,64.122,53.873000000000005,29.775 -2020-05-26 09:15:00,106.76,62.643,53.873000000000005,29.775 -2020-05-26 09:30:00,106.29,65.755,53.873000000000005,29.775 -2020-05-26 09:45:00,107.29,67.207,53.873000000000005,29.775 -2020-05-26 10:00:00,107.68,63.907,51.417,29.775 -2020-05-26 10:15:00,108.29,65.344,51.417,29.775 -2020-05-26 10:30:00,107.02,65.244,51.417,29.775 -2020-05-26 10:45:00,106.79,66.407,51.417,29.775 -2020-05-26 11:00:00,103.4,62.48,50.43600000000001,29.775 -2020-05-26 11:15:00,103.94,63.838,50.43600000000001,29.775 -2020-05-26 11:30:00,107.61,65.347,50.43600000000001,29.775 -2020-05-26 11:45:00,110.51,66.61399999999999,50.43600000000001,29.775 -2020-05-26 12:00:00,108.4,62.042,47.468,29.775 -2020-05-26 12:15:00,103.09,62.467,47.468,29.775 -2020-05-26 12:30:00,104.04,61.398,47.468,29.775 -2020-05-26 12:45:00,101.49,62.843,47.468,29.775 -2020-05-26 13:00:00,102.78,63.45399999999999,48.453,29.775 -2020-05-26 13:15:00,107.92,64.171,48.453,29.775 -2020-05-26 13:30:00,112.42,62.297,48.453,29.775 -2020-05-26 13:45:00,112.14,60.523999999999994,48.453,29.775 -2020-05-26 14:00:00,110.26,61.941,48.435,29.775 -2020-05-26 14:15:00,105.71,60.5,48.435,29.775 -2020-05-26 14:30:00,111.81,59.43600000000001,48.435,29.775 -2020-05-26 14:45:00,112.96,60.092,48.435,29.775 -2020-05-26 15:00:00,112.99,61.018,49.966,29.775 -2020-05-26 15:15:00,110.34,58.498000000000005,49.966,29.775 -2020-05-26 15:30:00,113.39,56.705,49.966,29.775 -2020-05-26 15:45:00,116.68,54.229,49.966,29.775 -2020-05-26 16:00:00,118.92,57.022,51.184,29.775 -2020-05-26 16:15:00,115.17,56.494,51.184,29.775 -2020-05-26 16:30:00,114.9,55.968,51.184,29.775 -2020-05-26 16:45:00,120.29,52.354,51.184,29.775 -2020-05-26 17:00:00,120.37,54.74,56.138999999999996,29.775 -2020-05-26 17:15:00,116.21,55.26,56.138999999999996,29.775 -2020-05-26 17:30:00,111.59,55.015,56.138999999999996,29.775 -2020-05-26 17:45:00,120.21,53.681000000000004,56.138999999999996,29.775 -2020-05-26 18:00:00,122.33,56.542,57.038000000000004,29.775 -2020-05-26 18:15:00,115.55,57.373000000000005,57.038000000000004,29.775 -2020-05-26 18:30:00,110.43,55.159,57.038000000000004,29.775 -2020-05-26 18:45:00,113.6,60.367,57.038000000000004,29.775 -2020-05-26 19:00:00,113.25,60.945,56.492,29.775 -2020-05-26 19:15:00,105.86,60.135,56.492,29.775 -2020-05-26 19:30:00,105.79,59.665,56.492,29.775 -2020-05-26 19:45:00,100.27,60.254,56.492,29.775 -2020-05-26 20:00:00,101.3,58.349,62.534,29.775 -2020-05-26 20:15:00,105.86,57.463,62.534,29.775 -2020-05-26 20:30:00,107.47,57.018,62.534,29.775 -2020-05-26 20:45:00,104.42,57.199,62.534,29.775 -2020-05-26 21:00:00,97.23,54.727,55.506,29.775 -2020-05-26 21:15:00,102.65,56.256,55.506,29.775 -2020-05-26 21:30:00,99.18,56.97,55.506,29.775 -2020-05-26 21:45:00,96.09,57.873999999999995,55.506,29.775 -2020-05-26 22:00:00,85.21,55.248000000000005,51.472,29.775 -2020-05-26 22:15:00,90.23,56.108999999999995,51.472,29.775 -2020-05-26 22:30:00,91.74,48.865,51.472,29.775 -2020-05-26 22:45:00,88.76,45.456,51.472,29.775 -2020-05-26 23:00:00,79.55,39.731,44.593,29.775 -2020-05-26 23:15:00,79.85,37.953,44.593,29.775 -2020-05-26 23:30:00,86.2,37.123000000000005,44.593,29.775 -2020-05-26 23:45:00,87.91,36.645,44.593,29.775 -2020-05-27 00:00:00,78.67,35.461999999999996,41.978,29.775 -2020-05-27 00:15:00,76.21,35.769,41.978,29.775 -2020-05-27 00:30:00,74.83,34.839,41.978,29.775 -2020-05-27 00:45:00,82.21,33.784,41.978,29.775 -2020-05-27 01:00:00,79.98,33.466,38.59,29.775 -2020-05-27 01:15:00,79.27,32.641999999999996,38.59,29.775 -2020-05-27 01:30:00,75.92,30.951,38.59,29.775 -2020-05-27 01:45:00,75.33,29.930999999999997,38.59,29.775 -2020-05-27 02:00:00,79.93,29.924,36.23,29.775 -2020-05-27 02:15:00,81.78,28.51,36.23,29.775 -2020-05-27 02:30:00,78.49,30.748,36.23,29.775 -2020-05-27 02:45:00,76.39,31.541999999999998,36.23,29.775 -2020-05-27 03:00:00,74.78,34.317,35.867,29.775 -2020-05-27 03:15:00,81.81,33.095,35.867,29.775 -2020-05-27 03:30:00,83.72,32.368,35.867,29.775 -2020-05-27 03:45:00,84.2,31.891,35.867,29.775 -2020-05-27 04:00:00,80.31,41.731,36.75,29.775 -2020-05-27 04:15:00,79.3,51.916000000000004,36.75,29.775 -2020-05-27 04:30:00,80.69,49.742,36.75,29.775 -2020-05-27 04:45:00,85.87,50.47,36.75,29.775 -2020-05-27 05:00:00,92.63,73.78399999999999,40.461,29.775 -2020-05-27 05:15:00,97.73,92.46600000000001,40.461,29.775 -2020-05-27 05:30:00,101.04,81.842,40.461,29.775 -2020-05-27 05:45:00,102.83,76.115,40.461,29.775 -2020-05-27 06:00:00,108.55,77.681,55.481,29.775 -2020-05-27 06:15:00,111.03,79.547,55.481,29.775 -2020-05-27 06:30:00,114.05,76.648,55.481,29.775 -2020-05-27 06:45:00,116.14,76.777,55.481,29.775 -2020-05-27 07:00:00,118.55,76.126,68.45,29.775 -2020-05-27 07:15:00,117.45,75.571,68.45,29.775 -2020-05-27 07:30:00,116.41,72.589,68.45,29.775 -2020-05-27 07:45:00,115.84,70.972,68.45,29.775 -2020-05-27 08:00:00,115.67,65.21300000000001,60.885,29.775 -2020-05-27 08:15:00,117.03,66.808,60.885,29.775 -2020-05-27 08:30:00,117.65,65.476,60.885,29.775 -2020-05-27 08:45:00,116.56,67.208,60.885,29.775 -2020-05-27 09:00:00,113.89,63.724,56.887,29.775 -2020-05-27 09:15:00,113.51,62.251000000000005,56.887,29.775 -2020-05-27 09:30:00,110.46,65.37,56.887,29.775 -2020-05-27 09:45:00,113.38,66.851,56.887,29.775 -2020-05-27 10:00:00,111.51,63.56100000000001,54.401,29.775 -2020-05-27 10:15:00,109.58,65.025,54.401,29.775 -2020-05-27 10:30:00,110.08,64.936,54.401,29.775 -2020-05-27 10:45:00,111.45,66.111,54.401,29.775 -2020-05-27 11:00:00,116.34,62.177,53.678000000000004,29.775 -2020-05-27 11:15:00,116.28,63.548,53.678000000000004,29.775 -2020-05-27 11:30:00,120.85,65.04899999999999,53.678000000000004,29.775 -2020-05-27 11:45:00,119.2,66.324,53.678000000000004,29.775 -2020-05-27 12:00:00,113.31,61.788000000000004,51.68,29.775 -2020-05-27 12:15:00,114.74,62.218,51.68,29.775 -2020-05-27 12:30:00,110.65,61.11600000000001,51.68,29.775 -2020-05-27 12:45:00,108.47,62.567,51.68,29.775 -2020-05-27 13:00:00,109.49,63.18600000000001,51.263000000000005,29.775 -2020-05-27 13:15:00,113.95,63.903999999999996,51.263000000000005,29.775 -2020-05-27 13:30:00,118.69,62.041000000000004,51.263000000000005,29.775 -2020-05-27 13:45:00,116.61,60.272,51.263000000000005,29.775 -2020-05-27 14:00:00,106.92,61.72,51.107,29.775 -2020-05-27 14:15:00,103.29,60.273,51.107,29.775 -2020-05-27 14:30:00,103.58,59.173,51.107,29.775 -2020-05-27 14:45:00,101.55,59.833999999999996,51.107,29.775 -2020-05-27 15:00:00,101.02,60.805,51.498000000000005,29.775 -2020-05-27 15:15:00,106.26,58.272,51.498000000000005,29.775 -2020-05-27 15:30:00,108.1,56.458,51.498000000000005,29.775 -2020-05-27 15:45:00,106.97,53.967,51.498000000000005,29.775 -2020-05-27 16:00:00,104.58,56.803000000000004,53.376999999999995,29.775 -2020-05-27 16:15:00,112.71,56.263000000000005,53.376999999999995,29.775 -2020-05-27 16:30:00,115.07,55.753,53.376999999999995,29.775 -2020-05-27 16:45:00,117.58,52.091,53.376999999999995,29.775 -2020-05-27 17:00:00,113.92,54.519,56.965,29.775 -2020-05-27 17:15:00,109.55,55.019,56.965,29.775 -2020-05-27 17:30:00,110.79,54.761,56.965,29.775 -2020-05-27 17:45:00,117.21,53.397,56.965,29.775 -2020-05-27 18:00:00,119.07,56.273,58.231,29.775 -2020-05-27 18:15:00,116.37,57.083,58.231,29.775 -2020-05-27 18:30:00,110.78,54.858000000000004,58.231,29.775 -2020-05-27 18:45:00,111.25,60.065,58.231,29.775 -2020-05-27 19:00:00,112.51,60.646,58.865,29.775 -2020-05-27 19:15:00,110.24,59.83,58.865,29.775 -2020-05-27 19:30:00,106.93,59.354,58.865,29.775 -2020-05-27 19:45:00,104.44,59.942,58.865,29.775 -2020-05-27 20:00:00,106.22,58.015,65.605,29.775 -2020-05-27 20:15:00,109.79,57.128,65.605,29.775 -2020-05-27 20:30:00,105.72,56.702,65.605,29.775 -2020-05-27 20:45:00,106.65,56.923,65.605,29.775 -2020-05-27 21:00:00,103.35,54.456,58.083999999999996,29.775 -2020-05-27 21:15:00,102.42,55.998999999999995,58.083999999999996,29.775 -2020-05-27 21:30:00,96.73,56.688,58.083999999999996,29.775 -2020-05-27 21:45:00,90.01,57.614,58.083999999999996,29.775 -2020-05-27 22:00:00,84.55,55.013999999999996,53.243,29.775 -2020-05-27 22:15:00,92.14,55.89,53.243,29.775 -2020-05-27 22:30:00,90.68,48.641999999999996,53.243,29.775 -2020-05-27 22:45:00,91.0,45.221000000000004,53.243,29.775 -2020-05-27 23:00:00,84.6,39.466,44.283,29.775 -2020-05-27 23:15:00,85.5,37.732,44.283,29.775 -2020-05-27 23:30:00,85.54,36.907,44.283,29.775 -2020-05-27 23:45:00,79.34,36.42,44.283,29.775 -2020-05-28 00:00:00,77.91,35.239000000000004,40.219,29.775 -2020-05-28 00:15:00,80.31,35.55,40.219,29.775 -2020-05-28 00:30:00,82.35,34.621,40.219,29.775 -2020-05-28 00:45:00,82.17,33.571,40.219,29.775 -2020-05-28 01:00:00,73.42,33.269,37.959,29.775 -2020-05-28 01:15:00,73.91,32.423,37.959,29.775 -2020-05-28 01:30:00,80.25,30.72,37.959,29.775 -2020-05-28 01:45:00,80.75,29.695,37.959,29.775 -2020-05-28 02:00:00,78.89,29.686,36.113,29.775 -2020-05-28 02:15:00,76.48,28.261999999999997,36.113,29.775 -2020-05-28 02:30:00,73.17,30.505,36.113,29.775 -2020-05-28 02:45:00,71.76,31.307,36.113,29.775 -2020-05-28 03:00:00,82.48,34.086,35.546,29.775 -2020-05-28 03:15:00,81.95,32.857,35.546,29.775 -2020-05-28 03:30:00,83.28,32.132,35.546,29.775 -2020-05-28 03:45:00,79.02,31.68,35.546,29.775 -2020-05-28 04:00:00,76.6,41.464,37.169000000000004,29.775 -2020-05-28 04:15:00,77.69,51.595,37.169000000000004,29.775 -2020-05-28 04:30:00,81.45,49.409,37.169000000000004,29.775 -2020-05-28 04:45:00,85.59,50.132,37.169000000000004,29.775 -2020-05-28 05:00:00,91.9,73.321,41.233000000000004,29.775 -2020-05-28 05:15:00,94.79,91.84899999999999,41.233000000000004,29.775 -2020-05-28 05:30:00,97.76,81.291,41.233000000000004,29.775 -2020-05-28 05:45:00,101.42,75.626,41.233000000000004,29.775 -2020-05-28 06:00:00,106.7,77.21300000000001,52.57,29.775 -2020-05-28 06:15:00,107.83,79.056,52.57,29.775 -2020-05-28 06:30:00,107.22,76.17399999999999,52.57,29.775 -2020-05-28 06:45:00,108.72,76.32600000000001,52.57,29.775 -2020-05-28 07:00:00,112.97,75.663,64.53,29.775 -2020-05-28 07:15:00,113.42,75.118,64.53,29.775 -2020-05-28 07:30:00,111.88,72.117,64.53,29.775 -2020-05-28 07:45:00,110.47,70.532,64.53,29.775 -2020-05-28 08:00:00,108.25,64.778,55.911,29.775 -2020-05-28 08:15:00,109.2,66.418,55.911,29.775 -2020-05-28 08:30:00,108.89,65.07600000000001,55.911,29.775 -2020-05-28 08:45:00,108.36,66.82300000000001,55.911,29.775 -2020-05-28 09:00:00,108.84,63.333999999999996,50.949,29.775 -2020-05-28 09:15:00,109.6,61.867,50.949,29.775 -2020-05-28 09:30:00,109.68,64.991,50.949,29.775 -2020-05-28 09:45:00,109.89,66.501,50.949,29.775 -2020-05-28 10:00:00,109.06,63.222,48.136,29.775 -2020-05-28 10:15:00,109.02,64.71300000000001,48.136,29.775 -2020-05-28 10:30:00,108.21,64.633,48.136,29.775 -2020-05-28 10:45:00,110.76,65.82,48.136,29.775 -2020-05-28 11:00:00,110.74,61.88,46.643,29.775 -2020-05-28 11:15:00,114.54,63.265,46.643,29.775 -2020-05-28 11:30:00,116.21,64.755,46.643,29.775 -2020-05-28 11:45:00,112.65,66.04,46.643,29.775 -2020-05-28 12:00:00,108.35,61.538999999999994,44.098,29.775 -2020-05-28 12:15:00,107.22,61.972,44.098,29.775 -2020-05-28 12:30:00,101.85,60.839,44.098,29.775 -2020-05-28 12:45:00,104.76,62.294,44.098,29.775 -2020-05-28 13:00:00,104.61,62.92100000000001,43.717,29.775 -2020-05-28 13:15:00,106.42,63.643,43.717,29.775 -2020-05-28 13:30:00,104.67,61.792,43.717,29.775 -2020-05-28 13:45:00,106.86,60.025,43.717,29.775 -2020-05-28 14:00:00,109.05,61.505,44.218999999999994,29.775 -2020-05-28 14:15:00,109.96,60.051,44.218999999999994,29.775 -2020-05-28 14:30:00,111.04,58.915,44.218999999999994,29.775 -2020-05-28 14:45:00,111.45,59.58,44.218999999999994,29.775 -2020-05-28 15:00:00,114.19,60.596000000000004,46.159,29.775 -2020-05-28 15:15:00,116.88,58.05,46.159,29.775 -2020-05-28 15:30:00,117.36,56.215,46.159,29.775 -2020-05-28 15:45:00,118.28,53.708999999999996,46.159,29.775 -2020-05-28 16:00:00,120.09,56.588,47.115,29.775 -2020-05-28 16:15:00,117.02,56.037,47.115,29.775 -2020-05-28 16:30:00,117.12,55.543,47.115,29.775 -2020-05-28 16:45:00,115.03,51.835,47.115,29.775 -2020-05-28 17:00:00,115.21,54.302,50.827,29.775 -2020-05-28 17:15:00,114.26,54.784,50.827,29.775 -2020-05-28 17:30:00,113.32,54.513999999999996,50.827,29.775 -2020-05-28 17:45:00,113.31,53.118,50.827,29.775 -2020-05-28 18:00:00,114.29,56.00899999999999,52.586000000000006,29.775 -2020-05-28 18:15:00,111.81,56.798,52.586000000000006,29.775 -2020-05-28 18:30:00,113.58,54.565,52.586000000000006,29.775 -2020-05-28 18:45:00,111.62,59.769,52.586000000000006,29.775 -2020-05-28 19:00:00,107.16,60.352,51.886,29.775 -2020-05-28 19:15:00,104.15,59.531000000000006,51.886,29.775 -2020-05-28 19:30:00,103.5,59.049,51.886,29.775 -2020-05-28 19:45:00,102.04,59.635,51.886,29.775 -2020-05-28 20:00:00,100.18,57.68600000000001,56.162,29.775 -2020-05-28 20:15:00,101.47,56.798,56.162,29.775 -2020-05-28 20:30:00,103.36,56.391000000000005,56.162,29.775 -2020-05-28 20:45:00,99.21,56.652,56.162,29.775 -2020-05-28 21:00:00,100.34,54.191,53.023,29.775 -2020-05-28 21:15:00,99.7,55.746,53.023,29.775 -2020-05-28 21:30:00,97.4,56.413000000000004,53.023,29.775 -2020-05-28 21:45:00,98.85,57.358000000000004,53.023,29.775 -2020-05-28 22:00:00,89.45,54.783,49.303999999999995,29.775 -2020-05-28 22:15:00,90.82,55.674,49.303999999999995,29.775 -2020-05-28 22:30:00,91.85,48.423,49.303999999999995,29.775 -2020-05-28 22:45:00,92.06,44.99,49.303999999999995,29.775 -2020-05-28 23:00:00,82.98,39.205999999999996,43.409,29.775 -2020-05-28 23:15:00,78.65,37.515,43.409,29.775 -2020-05-28 23:30:00,84.66,36.694,43.409,29.775 -2020-05-28 23:45:00,83.7,36.199,43.409,29.775 -2020-05-29 00:00:00,82.83,33.088,39.884,29.775 -2020-05-29 00:15:00,79.0,33.650999999999996,39.884,29.775 -2020-05-29 00:30:00,76.64,32.953,39.884,29.775 -2020-05-29 00:45:00,75.71,32.335,39.884,29.775 -2020-05-29 01:00:00,75.93,31.62,37.658,29.775 -2020-05-29 01:15:00,75.57,30.374000000000002,37.658,29.775 -2020-05-29 01:30:00,74.04,29.29,37.658,29.775 -2020-05-29 01:45:00,79.8,28.044,37.658,29.775 -2020-05-29 02:00:00,80.93,28.939,36.707,29.775 -2020-05-29 02:15:00,81.07,27.433000000000003,36.707,29.775 -2020-05-29 02:30:00,74.85,30.576,36.707,29.775 -2020-05-29 02:45:00,77.58,30.746,36.707,29.775 -2020-05-29 03:00:00,83.0,34.054,37.025,29.775 -2020-05-29 03:15:00,79.28,31.87,37.025,29.775 -2020-05-29 03:30:00,78.44,30.916999999999998,37.025,29.775 -2020-05-29 03:45:00,80.42,31.393,37.025,29.775 -2020-05-29 04:00:00,86.4,41.3,38.349000000000004,29.775 -2020-05-29 04:15:00,88.81,49.849,38.349000000000004,29.775 -2020-05-29 04:30:00,85.87,48.602,38.349000000000004,29.775 -2020-05-29 04:45:00,86.7,48.461000000000006,38.349000000000004,29.775 -2020-05-29 05:00:00,92.38,70.797,41.565,29.775 -2020-05-29 05:15:00,96.58,90.395,41.565,29.775 -2020-05-29 05:30:00,99.6,80.309,41.565,29.775 -2020-05-29 05:45:00,103.24,74.263,41.565,29.775 -2020-05-29 06:00:00,109.02,76.183,53.861000000000004,29.775 -2020-05-29 06:15:00,107.63,77.858,53.861000000000004,29.775 -2020-05-29 06:30:00,108.54,74.766,53.861000000000004,29.775 -2020-05-29 06:45:00,109.06,75.15100000000001,53.861000000000004,29.775 -2020-05-29 07:00:00,110.54,74.923,63.497,29.775 -2020-05-29 07:15:00,108.76,75.47,63.497,29.775 -2020-05-29 07:30:00,108.91,70.567,63.497,29.775 -2020-05-29 07:45:00,107.71,68.62,63.497,29.775 -2020-05-29 08:00:00,107.34,63.365,55.43899999999999,29.775 -2020-05-29 08:15:00,109.81,65.593,55.43899999999999,29.775 -2020-05-29 08:30:00,113.11,64.368,55.43899999999999,29.775 -2020-05-29 08:45:00,111.74,65.642,55.43899999999999,29.775 -2020-05-29 09:00:00,109.3,60.086999999999996,52.132,29.775 -2020-05-29 09:15:00,107.72,60.547,52.132,29.775 -2020-05-29 09:30:00,107.65,62.937,52.132,29.775 -2020-05-29 09:45:00,106.88,64.81,52.132,29.775 -2020-05-29 10:00:00,108.37,61.106,49.881,29.775 -2020-05-29 10:15:00,108.93,62.585,49.881,29.775 -2020-05-29 10:30:00,106.62,63.006,49.881,29.775 -2020-05-29 10:45:00,106.59,64.012,49.881,29.775 -2020-05-29 11:00:00,105.28,60.29,49.396,29.775 -2020-05-29 11:15:00,105.09,60.472,49.396,29.775 -2020-05-29 11:30:00,105.21,62.038999999999994,49.396,29.775 -2020-05-29 11:45:00,107.75,62.458999999999996,49.396,29.775 -2020-05-29 12:00:00,107.33,58.667,46.7,29.775 -2020-05-29 12:15:00,107.68,57.998999999999995,46.7,29.775 -2020-05-29 12:30:00,104.99,56.981,46.7,29.775 -2020-05-29 12:45:00,108.45,57.851000000000006,46.7,29.775 -2020-05-29 13:00:00,103.8,59.25,44.05,29.775 -2020-05-29 13:15:00,104.04,60.341,44.05,29.775 -2020-05-29 13:30:00,98.47,59.233000000000004,44.05,29.775 -2020-05-29 13:45:00,98.7,57.733999999999995,44.05,29.775 -2020-05-29 14:00:00,101.02,58.231,42.805,29.775 -2020-05-29 14:15:00,107.75,57.125,42.805,29.775 -2020-05-29 14:30:00,112.27,57.461000000000006,42.805,29.775 -2020-05-29 14:45:00,112.96,57.571000000000005,42.805,29.775 -2020-05-29 15:00:00,112.92,58.443000000000005,44.36600000000001,29.775 -2020-05-29 15:15:00,113.34,55.558,44.36600000000001,29.775 -2020-05-29 15:30:00,113.29,52.812,44.36600000000001,29.775 -2020-05-29 15:45:00,113.64,51.027,44.36600000000001,29.775 -2020-05-29 16:00:00,113.52,52.907,46.928999999999995,29.775 -2020-05-29 16:15:00,114.14,52.87,46.928999999999995,29.775 -2020-05-29 16:30:00,113.45,52.247,46.928999999999995,29.775 -2020-05-29 16:45:00,114.36,47.736000000000004,46.928999999999995,29.775 -2020-05-29 17:00:00,114.25,51.898,51.468,29.775 -2020-05-29 17:15:00,112.86,52.104,51.468,29.775 -2020-05-29 17:30:00,111.56,51.902,51.468,29.775 -2020-05-29 17:45:00,111.54,50.268,51.468,29.775 -2020-05-29 18:00:00,112.16,53.412,52.58,29.775 -2020-05-29 18:15:00,107.98,53.203,52.58,29.775 -2020-05-29 18:30:00,107.39,50.948,52.58,29.775 -2020-05-29 18:45:00,106.01,56.54600000000001,52.58,29.775 -2020-05-29 19:00:00,102.16,58.183,52.183,29.775 -2020-05-29 19:15:00,99.93,58.201,52.183,29.775 -2020-05-29 19:30:00,97.8,57.68600000000001,52.183,29.775 -2020-05-29 19:45:00,97.65,57.207,52.183,29.775 -2020-05-29 20:00:00,95.98,55.088,58.497,29.775 -2020-05-29 20:15:00,94.76,54.951,58.497,29.775 -2020-05-29 20:30:00,96.05,54.095,58.497,29.775 -2020-05-29 20:45:00,94.03,53.744,58.497,29.775 -2020-05-29 21:00:00,89.57,52.641999999999996,54.731,29.775 -2020-05-29 21:15:00,90.47,55.89,54.731,29.775 -2020-05-29 21:30:00,93.37,56.398999999999994,54.731,29.775 -2020-05-29 21:45:00,92.72,57.673,54.731,29.775 -2020-05-29 22:00:00,88.91,55.195,51.386,29.775 -2020-05-29 22:15:00,88.07,55.836999999999996,51.386,29.775 -2020-05-29 22:30:00,87.69,54.43600000000001,51.386,29.775 -2020-05-29 22:45:00,85.16,52.544,51.386,29.775 -2020-05-29 23:00:00,77.14,48.243,44.463,29.775 -2020-05-29 23:15:00,77.25,44.698,44.463,29.775 -2020-05-29 23:30:00,80.76,41.843999999999994,44.463,29.775 -2020-05-29 23:45:00,79.05,41.086000000000006,44.463,29.775 -2020-05-30 00:00:00,76.42,33.446,42.833999999999996,29.662 -2020-05-30 00:15:00,70.78,32.48,42.833999999999996,29.662 -2020-05-30 00:30:00,68.05,31.618000000000002,42.833999999999996,29.662 -2020-05-30 00:45:00,68.33,30.462,42.833999999999996,29.662 -2020-05-30 01:00:00,68.06,30.156,37.859,29.662 -2020-05-30 01:15:00,67.11,29.238000000000003,37.859,29.662 -2020-05-30 01:30:00,65.83,27.27,37.859,29.662 -2020-05-30 01:45:00,66.87,27.154,37.859,29.662 -2020-05-30 02:00:00,69.9,27.255,35.327,29.662 -2020-05-30 02:15:00,73.43,24.915,35.327,29.662 -2020-05-30 02:30:00,73.36,27.076999999999998,35.327,29.662 -2020-05-30 02:45:00,69.26,28.019000000000002,35.327,29.662 -2020-05-30 03:00:00,65.65,30.165,34.908,29.662 -2020-05-30 03:15:00,65.73,27.055,34.908,29.662 -2020-05-30 03:30:00,66.22,26.081999999999997,34.908,29.662 -2020-05-30 03:45:00,64.96,28.008000000000003,34.908,29.662 -2020-05-30 04:00:00,63.16,35.196999999999996,34.84,29.662 -2020-05-30 04:15:00,63.06,42.316,34.84,29.662 -2020-05-30 04:30:00,60.91,39.02,34.84,29.662 -2020-05-30 04:45:00,65.06,39.03,34.84,29.662 -2020-05-30 05:00:00,64.16,50.458,34.222,29.662 -2020-05-30 05:15:00,65.68,55.727,34.222,29.662 -2020-05-30 05:30:00,66.81,47.24,34.222,29.662 -2020-05-30 05:45:00,68.98,46.597,34.222,29.662 -2020-05-30 06:00:00,71.04,62.797,35.515,29.662 -2020-05-30 06:15:00,72.65,75.111,35.515,29.662 -2020-05-30 06:30:00,72.85,68.265,35.515,29.662 -2020-05-30 06:45:00,75.19,63.847,35.515,29.662 -2020-05-30 07:00:00,78.59,61.262,39.687,29.662 -2020-05-30 07:15:00,80.62,60.335,39.687,29.662 -2020-05-30 07:30:00,84.57,57.398999999999994,39.687,29.662 -2020-05-30 07:45:00,86.6,57.178000000000004,39.687,29.662 -2020-05-30 08:00:00,86.67,53.312,44.9,29.662 -2020-05-30 08:15:00,86.66,56.153999999999996,44.9,29.662 -2020-05-30 08:30:00,87.74,55.246,44.9,29.662 -2020-05-30 08:45:00,88.34,58.092,44.9,29.662 -2020-05-30 09:00:00,88.31,55.77,45.724,29.662 -2020-05-30 09:15:00,89.73,56.852,45.724,29.662 -2020-05-30 09:30:00,90.73,59.906000000000006,45.724,29.662 -2020-05-30 09:45:00,90.92,61.423,45.724,29.662 -2020-05-30 10:00:00,90.8,58.273999999999994,43.123999999999995,29.662 -2020-05-30 10:15:00,91.47,60.143,43.123999999999995,29.662 -2020-05-30 10:30:00,90.99,60.29600000000001,43.123999999999995,29.662 -2020-05-30 10:45:00,93.34,61.288000000000004,43.123999999999995,29.662 -2020-05-30 11:00:00,92.41,57.467,40.255,29.662 -2020-05-30 11:15:00,90.73,58.301,40.255,29.662 -2020-05-30 11:30:00,88.51,59.858999999999995,40.255,29.662 -2020-05-30 11:45:00,87.44,60.681000000000004,40.255,29.662 -2020-05-30 12:00:00,84.12,56.977,38.582,29.662 -2020-05-30 12:15:00,84.24,57.239,38.582,29.662 -2020-05-30 12:30:00,83.18,56.147,38.582,29.662 -2020-05-30 12:45:00,81.0,57.498999999999995,38.582,29.662 -2020-05-30 13:00:00,79.85,58.083999999999996,36.043,29.662 -2020-05-30 13:15:00,84.69,58.198,36.043,29.662 -2020-05-30 13:30:00,83.22,57.165,36.043,29.662 -2020-05-30 13:45:00,79.43,54.551,36.043,29.662 -2020-05-30 14:00:00,77.05,55.413999999999994,35.216,29.662 -2020-05-30 14:15:00,77.16,53.035,35.216,29.662 -2020-05-30 14:30:00,76.32,52.515,35.216,29.662 -2020-05-30 14:45:00,76.2,53.118,35.216,29.662 -2020-05-30 15:00:00,77.38,54.601000000000006,36.759,29.662 -2020-05-30 15:15:00,76.91,52.538000000000004,36.759,29.662 -2020-05-30 15:30:00,75.07,50.324,36.759,29.662 -2020-05-30 15:45:00,72.67,47.688,36.759,29.662 -2020-05-30 16:00:00,73.75,51.426,40.086,29.662 -2020-05-30 16:15:00,77.63,50.755,40.086,29.662 -2020-05-30 16:30:00,77.61,50.346000000000004,40.086,29.662 -2020-05-30 16:45:00,79.19,45.966,40.086,29.662 -2020-05-30 17:00:00,80.06,48.941,44.876999999999995,29.662 -2020-05-30 17:15:00,80.99,47.513999999999996,44.876999999999995,29.662 -2020-05-30 17:30:00,81.71,47.153999999999996,44.876999999999995,29.662 -2020-05-30 17:45:00,82.2,45.856,44.876999999999995,29.662 -2020-05-30 18:00:00,84.63,50.298,47.056000000000004,29.662 -2020-05-30 18:15:00,85.41,52.016999999999996,47.056000000000004,29.662 -2020-05-30 18:30:00,82.68,51.31,47.056000000000004,29.662 -2020-05-30 18:45:00,82.12,52.935,47.056000000000004,29.662 -2020-05-30 19:00:00,81.55,53.339,45.57,29.662 -2020-05-30 19:15:00,78.78,52.294,45.57,29.662 -2020-05-30 19:30:00,77.84,52.655,45.57,29.662 -2020-05-30 19:45:00,77.76,53.809,45.57,29.662 -2020-05-30 20:00:00,73.8,52.851000000000006,41.685,29.662 -2020-05-30 20:15:00,77.24,52.566,41.685,29.662 -2020-05-30 20:30:00,78.75,50.82899999999999,41.685,29.662 -2020-05-30 20:45:00,79.95,52.173,41.685,29.662 -2020-05-30 21:00:00,76.15,50.175,39.576,29.662 -2020-05-30 21:15:00,75.58,53.202,39.576,29.662 -2020-05-30 21:30:00,73.83,54.123000000000005,39.576,29.662 -2020-05-30 21:45:00,73.25,54.816,39.576,29.662 -2020-05-30 22:00:00,69.37,52.62,39.068000000000005,29.662 -2020-05-30 22:15:00,70.64,54.028999999999996,39.068000000000005,29.662 -2020-05-30 22:30:00,66.88,53.56100000000001,39.068000000000005,29.662 -2020-05-30 22:45:00,65.37,52.398999999999994,39.068000000000005,29.662 -2020-05-30 23:00:00,61.82,47.92100000000001,32.06,29.662 -2020-05-30 23:15:00,61.6,44.477,32.06,29.662 -2020-05-30 23:30:00,60.72,43.583999999999996,32.06,29.662 -2020-05-30 23:45:00,59.52,42.652,32.06,29.662 -2020-05-31 00:00:00,58.29,34.622,28.825,29.662 -2020-05-31 00:15:00,58.97,32.507,28.825,29.662 -2020-05-31 00:30:00,58.75,31.43,28.825,29.662 -2020-05-31 00:45:00,58.69,30.32,28.825,29.662 -2020-05-31 01:00:00,56.94,30.25,25.995,29.662 -2020-05-31 01:15:00,57.91,29.410999999999998,25.995,29.662 -2020-05-31 01:30:00,54.43,27.41,25.995,29.662 -2020-05-31 01:45:00,57.82,26.866,25.995,29.662 -2020-05-31 02:00:00,57.05,26.883000000000003,24.394000000000002,29.662 -2020-05-31 02:15:00,57.16,25.024,24.394000000000002,29.662 -2020-05-31 02:30:00,57.04,27.545,24.394000000000002,29.662 -2020-05-31 02:45:00,57.15,28.318,24.394000000000002,29.662 -2020-05-31 03:00:00,56.31,31.146,22.916999999999998,29.662 -2020-05-31 03:15:00,56.76,28.165,22.916999999999998,29.662 -2020-05-31 03:30:00,57.63,26.795,22.916999999999998,29.662 -2020-05-31 03:45:00,57.02,27.980999999999998,22.916999999999998,29.662 -2020-05-31 04:00:00,54.07,35.034,23.576999999999998,29.662 -2020-05-31 04:15:00,53.44,41.483000000000004,23.576999999999998,29.662 -2020-05-31 04:30:00,52.41,39.448,23.576999999999998,29.662 -2020-05-31 04:45:00,52.3,39.071999999999996,23.576999999999998,29.662 -2020-05-31 05:00:00,51.54,49.851000000000006,22.730999999999998,29.662 -2020-05-31 05:15:00,50.75,53.773999999999994,22.730999999999998,29.662 -2020-05-31 05:30:00,50.89,44.93899999999999,22.730999999999998,29.662 -2020-05-31 05:45:00,52.44,44.14,22.730999999999998,29.662 -2020-05-31 06:00:00,54.87,58.076,22.34,29.662 -2020-05-31 06:15:00,54.95,70.82600000000001,22.34,29.662 -2020-05-31 06:30:00,56.67,63.121,22.34,29.662 -2020-05-31 06:45:00,59.11,57.573,22.34,29.662 -2020-05-31 07:00:00,60.32,55.717,24.691999999999997,29.662 -2020-05-31 07:15:00,62.84,53.083,24.691999999999997,29.662 -2020-05-31 07:30:00,62.65,51.083999999999996,24.691999999999997,29.662 -2020-05-31 07:45:00,62.23,50.706,24.691999999999997,29.662 -2020-05-31 08:00:00,63.06,47.919,29.340999999999998,29.662 -2020-05-31 08:15:00,62.23,51.89,29.340999999999998,29.662 -2020-05-31 08:30:00,64.21,52.13399999999999,29.340999999999998,29.662 -2020-05-31 08:45:00,65.4,55.338,29.340999999999998,29.662 -2020-05-31 09:00:00,62.96,52.817,30.788,29.662 -2020-05-31 09:15:00,61.99,53.562,30.788,29.662 -2020-05-31 09:30:00,59.44,56.989,30.788,29.662 -2020-05-31 09:45:00,62.19,59.445,30.788,29.662 -2020-05-31 10:00:00,62.46,57.333999999999996,30.158,29.662 -2020-05-31 10:15:00,62.53,59.471000000000004,30.158,29.662 -2020-05-31 10:30:00,63.05,59.968999999999994,30.158,29.662 -2020-05-31 10:45:00,65.84,61.492,30.158,29.662 -2020-05-31 11:00:00,61.04,57.544,32.056,29.662 -2020-05-31 11:15:00,61.5,58.008,32.056,29.662 -2020-05-31 11:30:00,63.18,59.845,32.056,29.662 -2020-05-31 11:45:00,61.81,61.044,32.056,29.662 -2020-05-31 12:00:00,59.18,58.198,28.671999999999997,29.662 -2020-05-31 12:15:00,59.97,58.324,28.671999999999997,29.662 -2020-05-31 12:30:00,55.08,57.066,28.671999999999997,29.662 -2020-05-31 12:45:00,55.72,57.618,28.671999999999997,29.662 -2020-05-31 13:00:00,57.1,57.784,23.171,29.662 -2020-05-31 13:15:00,57.89,58.04600000000001,23.171,29.662 -2020-05-31 13:30:00,60.84,55.958,23.171,29.662 -2020-05-31 13:45:00,58.45,54.222,23.171,29.662 -2020-05-31 14:00:00,55.33,56.27,19.11,29.662 -2020-05-31 14:15:00,57.48,54.55,19.11,29.662 -2020-05-31 14:30:00,55.43,53.14,19.11,29.662 -2020-05-31 14:45:00,56.24,52.672,19.11,29.662 -2020-05-31 15:00:00,56.35,53.988,19.689,29.662 -2020-05-31 15:15:00,59.22,51.339,19.689,29.662 -2020-05-31 15:30:00,57.36,49.071999999999996,19.689,29.662 -2020-05-31 15:45:00,59.35,46.838,19.689,29.662 -2020-05-31 16:00:00,63.4,49.468,22.875,29.662 -2020-05-31 16:15:00,64.4,48.803999999999995,22.875,29.662 -2020-05-31 16:30:00,66.23,49.398999999999994,22.875,29.662 -2020-05-31 16:45:00,67.91,45.062,22.875,29.662 -2020-05-31 17:00:00,72.6,48.413999999999994,33.884,29.662 -2020-05-31 17:15:00,71.61,48.3,33.884,29.662 -2020-05-31 17:30:00,75.13,48.739,33.884,29.662 -2020-05-31 17:45:00,76.52,48.29,33.884,29.662 -2020-05-31 18:00:00,79.29,53.143,38.453,29.662 -2020-05-31 18:15:00,79.24,54.731,38.453,29.662 -2020-05-31 18:30:00,79.41,53.353,38.453,29.662 -2020-05-31 18:45:00,83.37,55.465,38.453,29.662 -2020-05-31 19:00:00,80.11,57.818000000000005,39.221,29.662 -2020-05-31 19:15:00,85.23,55.82899999999999,39.221,29.662 -2020-05-31 19:30:00,84.73,55.917,39.221,29.662 -2020-05-31 19:45:00,86.55,56.916000000000004,39.221,29.662 -2020-05-31 20:00:00,86.5,56.137,37.871,29.662 -2020-05-31 20:15:00,86.56,55.92,37.871,29.662 -2020-05-31 20:30:00,87.79,55.214,37.871,29.662 -2020-05-31 20:45:00,86.92,54.773999999999994,37.871,29.662 -2020-05-31 21:00:00,81.05,52.123999999999995,36.465,29.662 -2020-05-31 21:15:00,84.64,54.754,36.465,29.662 -2020-05-31 21:30:00,78.67,55.098,36.465,29.662 -2020-05-31 21:45:00,78.8,56.174,36.465,29.662 -2020-05-31 22:00:00,77.15,55.681999999999995,36.092,29.662 -2020-05-31 22:15:00,82.27,55.36600000000001,36.092,29.662 -2020-05-31 22:30:00,81.25,53.788000000000004,36.092,29.662 -2020-05-31 22:45:00,78.71,51.242,36.092,29.662 -2020-05-31 23:00:00,54.1,45.903999999999996,31.013,29.662 -2020-05-31 23:15:00,55.38,44.067,31.013,29.662 -2020-05-31 23:30:00,54.63,42.828,31.013,29.662 -2020-05-31 23:45:00,53.74,42.213,31.013,29.662 -2020-06-01 00:00:00,52.35,28.079,19.295,29.17 -2020-06-01 00:15:00,52.65,26.704,19.295,29.17 -2020-06-01 00:30:00,52.03,25.386999999999997,19.295,29.17 -2020-06-01 00:45:00,52.09,24.485,19.295,29.17 -2020-06-01 01:00:00,50.91,24.236,15.365,29.17 -2020-06-01 01:15:00,52.12,23.596,15.365,29.17 -2020-06-01 01:30:00,50.95,21.804000000000002,15.365,29.17 -2020-06-01 01:45:00,51.01,21.910999999999998,15.365,29.17 -2020-06-01 02:00:00,50.17,21.433000000000003,13.03,29.17 -2020-06-01 02:15:00,50.81,19.726,13.03,29.17 -2020-06-01 02:30:00,50.97,22.149,13.03,29.17 -2020-06-01 02:45:00,51.9,22.715999999999998,13.03,29.17 -2020-06-01 03:00:00,51.98,24.44,13.46,29.17 -2020-06-01 03:15:00,52.07,21.471,13.46,29.17 -2020-06-01 03:30:00,52.7,20.089000000000002,13.46,29.17 -2020-06-01 03:45:00,49.25,20.781,13.46,29.17 -2020-06-01 04:00:00,51.66,26.259,13.305,29.17 -2020-06-01 04:15:00,51.17,32.0,13.305,29.17 -2020-06-01 04:30:00,48.48,29.869,13.305,29.17 -2020-06-01 04:45:00,50.55,29.331999999999997,13.305,29.17 -2020-06-01 05:00:00,48.78,38.022,13.482000000000001,29.17 -2020-06-01 05:15:00,47.36,39.586,13.482000000000001,29.17 -2020-06-01 05:30:00,50.13,31.343000000000004,13.482000000000001,29.17 -2020-06-01 05:45:00,50.0,31.281,13.482000000000001,29.17 -2020-06-01 06:00:00,51.06,43.007,14.677999999999999,29.17 -2020-06-01 06:15:00,50.92,53.478,14.677999999999999,29.17 -2020-06-01 06:30:00,51.78,46.945,14.677999999999999,29.17 -2020-06-01 06:45:00,52.65,42.336999999999996,14.677999999999999,29.17 -2020-06-01 07:00:00,54.68,42.636,18.473,29.17 -2020-06-01 07:15:00,53.98,40.101,18.473,29.17 -2020-06-01 07:30:00,53.67,38.333,18.473,29.17 -2020-06-01 07:45:00,54.26,38.079,18.473,29.17 -2020-06-01 08:00:00,54.22,38.016,18.142,29.17 -2020-06-01 08:15:00,53.58,41.693999999999996,18.142,29.17 -2020-06-01 08:30:00,52.87,42.685,18.142,29.17 -2020-06-01 08:45:00,53.28,45.778999999999996,18.142,29.17 -2020-06-01 09:00:00,50.94,42.258,19.148,29.17 -2020-06-01 09:15:00,51.9,43.126999999999995,19.148,29.17 -2020-06-01 09:30:00,47.84,46.728,19.148,29.17 -2020-06-01 09:45:00,51.24,49.751999999999995,19.148,29.17 -2020-06-01 10:00:00,53.22,45.975,17.139,29.17 -2020-06-01 10:15:00,55.99,47.87,17.139,29.17 -2020-06-01 10:30:00,57.89,48.418,17.139,29.17 -2020-06-01 10:45:00,57.81,50.29600000000001,17.139,29.17 -2020-06-01 11:00:00,53.25,45.78,18.037,29.17 -2020-06-01 11:15:00,51.93,46.23,18.037,29.17 -2020-06-01 11:30:00,49.85,48.203,18.037,29.17 -2020-06-01 11:45:00,49.1,49.861000000000004,18.037,29.17 -2020-06-01 12:00:00,46.61,47.415,16.559,29.17 -2020-06-01 12:15:00,46.04,47.076,16.559,29.17 -2020-06-01 12:30:00,44.13,46.448,16.559,29.17 -2020-06-01 12:45:00,44.13,47.167,16.559,29.17 -2020-06-01 13:00:00,43.0,47.331,13.697000000000001,29.17 -2020-06-01 13:15:00,42.54,47.643,13.697000000000001,29.17 -2020-06-01 13:30:00,42.78,45.68899999999999,13.697000000000001,29.17 -2020-06-01 13:45:00,44.17,44.308,13.697000000000001,29.17 -2020-06-01 14:00:00,44.11,46.63399999999999,12.578,29.17 -2020-06-01 14:15:00,43.14,44.994,12.578,29.17 -2020-06-01 14:30:00,44.66,43.99,12.578,29.17 -2020-06-01 14:45:00,44.56,43.341,12.578,29.17 -2020-06-01 15:00:00,47.23,44.93899999999999,14.425999999999998,29.17 -2020-06-01 15:15:00,46.69,42.405,14.425999999999998,29.17 -2020-06-01 15:30:00,50.96,40.277,14.425999999999998,29.17 -2020-06-01 15:45:00,50.68,38.414,14.425999999999998,29.17 -2020-06-01 16:00:00,52.39,40.319,18.287,29.17 -2020-06-01 16:15:00,55.05,39.81,18.287,29.17 -2020-06-01 16:30:00,57.45,39.958,18.287,29.17 -2020-06-01 16:45:00,61.38,36.124,18.287,29.17 -2020-06-01 17:00:00,65.43,39.303000000000004,24.461,29.17 -2020-06-01 17:15:00,66.16,38.798,24.461,29.17 -2020-06-01 17:30:00,68.01,38.955999999999996,24.461,29.17 -2020-06-01 17:45:00,69.86,38.388000000000005,24.461,29.17 -2020-06-01 18:00:00,71.38,42.556000000000004,31.44,29.17 -2020-06-01 18:15:00,71.03,43.601000000000006,31.44,29.17 -2020-06-01 18:30:00,73.56,42.254,31.44,29.17 -2020-06-01 18:45:00,79.8,43.708999999999996,31.44,29.17 -2020-06-01 19:00:00,80.73,46.256,34.859,29.17 -2020-06-01 19:15:00,73.32,44.074,34.859,29.17 -2020-06-01 19:30:00,73.38,43.883,34.859,29.17 -2020-06-01 19:45:00,70.97,44.55,34.859,29.17 -2020-06-01 20:00:00,73.37,44.213,42.937,29.17 -2020-06-01 20:15:00,81.13,44.318999999999996,42.937,29.17 -2020-06-01 20:30:00,83.24,43.968,42.937,29.17 -2020-06-01 20:45:00,81.93,43.483999999999995,42.937,29.17 -2020-06-01 21:00:00,74.91,41.38399999999999,39.795,29.17 -2020-06-01 21:15:00,74.14,44.074,39.795,29.17 -2020-06-01 21:30:00,74.04,44.778999999999996,39.795,29.17 -2020-06-01 21:45:00,70.96,45.748999999999995,39.795,29.17 -2020-06-01 22:00:00,72.4,44.92100000000001,41.108000000000004,29.17 -2020-06-01 22:15:00,76.24,45.008,41.108000000000004,29.17 -2020-06-01 22:30:00,72.97,43.971000000000004,41.108000000000004,29.17 -2020-06-01 22:45:00,68.25,41.247,41.108000000000004,29.17 -2020-06-01 23:00:00,75.51,37.607,33.82,29.17 -2020-06-01 23:15:00,76.08,35.554,33.82,29.17 -2020-06-01 23:30:00,75.77,34.259,33.82,29.17 -2020-06-01 23:45:00,75.39,33.885,33.82,29.17 -2020-06-02 00:00:00,72.23,27.486,44.625,29.28 -2020-06-02 00:15:00,72.85,28.073,44.625,29.28 -2020-06-02 00:30:00,72.81,27.004,44.625,29.28 -2020-06-02 00:45:00,72.9,26.359,44.625,29.28 -2020-06-02 01:00:00,72.66,25.963,41.733000000000004,29.28 -2020-06-02 01:15:00,73.01,25.336,41.733000000000004,29.28 -2020-06-02 01:30:00,71.48,23.773000000000003,41.733000000000004,29.28 -2020-06-02 01:45:00,71.71,23.325,41.733000000000004,29.28 -2020-06-02 02:00:00,71.14,22.816,39.872,29.28 -2020-06-02 02:15:00,72.89,21.364,39.872,29.28 -2020-06-02 02:30:00,72.11,23.55,39.872,29.28 -2020-06-02 02:45:00,72.88,24.247,39.872,29.28 -2020-06-02 03:00:00,72.62,25.929000000000002,38.711,29.28 -2020-06-02 03:15:00,73.57,24.605999999999998,38.711,29.28 -2020-06-02 03:30:00,74.97,23.865,38.711,29.28 -2020-06-02 03:45:00,74.58,23.045,38.711,29.28 -2020-06-02 04:00:00,76.34,30.565,39.823,29.28 -2020-06-02 04:15:00,80.5,39.384,39.823,29.28 -2020-06-02 04:30:00,80.66,36.830999999999996,39.823,29.28 -2020-06-02 04:45:00,85.79,37.228,39.823,29.28 -2020-06-02 05:00:00,99.7,55.825,43.228,29.28 -2020-06-02 05:15:00,105.56,69.34,43.228,29.28 -2020-06-02 05:30:00,108.46,59.775,43.228,29.28 -2020-06-02 05:45:00,108.08,55.667,43.228,29.28 -2020-06-02 06:00:00,115.07,57.045,54.316,29.28 -2020-06-02 06:15:00,119.43,57.893,54.316,29.28 -2020-06-02 06:30:00,122.79,55.489,54.316,29.28 -2020-06-02 06:45:00,121.32,55.802,54.316,29.28 -2020-06-02 07:00:00,119.92,56.843,65.758,29.28 -2020-06-02 07:15:00,127.93,56.339,65.758,29.28 -2020-06-02 07:30:00,129.28,53.638999999999996,65.758,29.28 -2020-06-02 07:45:00,129.07,52.556999999999995,65.758,29.28 -2020-06-02 08:00:00,127.22,49.989,57.983000000000004,29.28 -2020-06-02 08:15:00,131.77,51.858999999999995,57.983000000000004,29.28 -2020-06-02 08:30:00,134.36,51.706,57.983000000000004,29.28 -2020-06-02 08:45:00,133.94,53.798,57.983000000000004,29.28 -2020-06-02 09:00:00,128.31,49.465,52.653,29.28 -2020-06-02 09:15:00,126.41,48.339,52.653,29.28 -2020-06-02 09:30:00,129.84,51.693999999999996,52.653,29.28 -2020-06-02 09:45:00,130.52,53.861000000000004,52.653,29.28 -2020-06-02 10:00:00,129.02,49.056999999999995,51.408,29.28 -2020-06-02 10:15:00,128.01,50.575,51.408,29.28 -2020-06-02 10:30:00,124.54,50.652,51.408,29.28 -2020-06-02 10:45:00,130.5,52.098,51.408,29.28 -2020-06-02 11:00:00,130.58,47.683,51.913000000000004,29.28 -2020-06-02 11:15:00,129.85,48.934,51.913000000000004,29.28 -2020-06-02 11:30:00,124.12,50.481,51.913000000000004,29.28 -2020-06-02 11:45:00,123.31,52.216,51.913000000000004,29.28 -2020-06-02 12:00:00,125.14,48.06100000000001,49.508,29.28 -2020-06-02 12:15:00,122.36,48.11600000000001,49.508,29.28 -2020-06-02 12:30:00,118.37,47.354,49.508,29.28 -2020-06-02 12:45:00,115.76,48.853,49.508,29.28 -2020-06-02 13:00:00,120.83,49.547,50.007,29.28 -2020-06-02 13:15:00,121.9,50.588,50.007,29.28 -2020-06-02 13:30:00,116.48,48.832,50.007,29.28 -2020-06-02 13:45:00,110.09,47.396,50.007,29.28 -2020-06-02 14:00:00,109.79,49.284,49.778999999999996,29.28 -2020-06-02 14:15:00,111.56,47.966,49.778999999999996,29.28 -2020-06-02 14:30:00,112.09,47.093999999999994,49.778999999999996,29.28 -2020-06-02 14:45:00,114.29,47.645,49.778999999999996,29.28 -2020-06-02 15:00:00,110.48,48.917,51.559,29.28 -2020-06-02 15:15:00,103.02,46.593999999999994,51.559,29.28 -2020-06-02 15:30:00,100.93,44.923,51.559,29.28 -2020-06-02 15:45:00,105.33,42.842,51.559,29.28 -2020-06-02 16:00:00,105.0,45.167,53.531000000000006,29.28 -2020-06-02 16:15:00,105.3,44.769,53.531000000000006,29.28 -2020-06-02 16:30:00,106.76,43.912,53.531000000000006,29.28 -2020-06-02 16:45:00,111.6,40.665,53.531000000000006,29.28 -2020-06-02 17:00:00,113.3,43.038999999999994,59.497,29.28 -2020-06-02 17:15:00,109.25,43.193000000000005,59.497,29.28 -2020-06-02 17:30:00,106.26,42.56,59.497,29.28 -2020-06-02 17:45:00,108.2,41.12,59.497,29.28 -2020-06-02 18:00:00,110.8,43.38,59.861999999999995,29.28 -2020-06-02 18:15:00,114.43,43.85,59.861999999999995,29.28 -2020-06-02 18:30:00,111.78,41.553999999999995,59.861999999999995,29.28 -2020-06-02 18:45:00,107.85,45.961000000000006,59.861999999999995,29.28 -2020-06-02 19:00:00,102.8,46.961999999999996,60.989,29.28 -2020-06-02 19:15:00,105.39,46.086000000000006,60.989,29.28 -2020-06-02 19:30:00,98.65,45.317,60.989,29.28 -2020-06-02 19:45:00,98.03,45.648,60.989,29.28 -2020-06-02 20:00:00,95.94,44.276,68.35600000000001,29.28 -2020-06-02 20:15:00,101.74,44.063,68.35600000000001,29.28 -2020-06-02 20:30:00,101.49,44.187,68.35600000000001,29.28 -2020-06-02 20:45:00,102.03,44.443000000000005,68.35600000000001,29.28 -2020-06-02 21:00:00,92.62,42.57,59.251000000000005,29.28 -2020-06-02 21:15:00,92.31,44.255,59.251000000000005,29.28 -2020-06-02 21:30:00,87.58,45.371,59.251000000000005,29.28 -2020-06-02 21:45:00,86.58,46.31399999999999,59.251000000000005,29.28 -2020-06-02 22:00:00,81.88,43.613,54.736999999999995,29.28 -2020-06-02 22:15:00,80.55,45.158,54.736999999999995,29.28 -2020-06-02 22:30:00,78.5,39.465,54.736999999999995,29.28 -2020-06-02 22:45:00,77.43,36.318000000000005,54.736999999999995,29.28 -2020-06-02 23:00:00,74.39,32.014,46.806999999999995,29.28 -2020-06-02 23:15:00,74.81,30.081,46.806999999999995,29.28 -2020-06-02 23:30:00,74.8,28.956999999999997,46.806999999999995,29.28 -2020-06-02 23:45:00,73.41,28.416999999999998,46.806999999999995,29.28 -2020-06-03 00:00:00,70.04,27.325,43.824,29.28 -2020-06-03 00:15:00,71.56,27.914,43.824,29.28 -2020-06-03 00:30:00,68.67,26.846,43.824,29.28 -2020-06-03 00:45:00,70.95,26.205,43.824,29.28 -2020-06-03 01:00:00,71.49,25.829,39.86,29.28 -2020-06-03 01:15:00,71.44,25.180999999999997,39.86,29.28 -2020-06-03 01:30:00,70.05,23.608,39.86,29.28 -2020-06-03 01:45:00,70.5,23.154,39.86,29.28 -2020-06-03 02:00:00,70.07,22.645,37.931999999999995,29.28 -2020-06-03 02:15:00,71.93,21.186999999999998,37.931999999999995,29.28 -2020-06-03 02:30:00,70.28,23.375,37.931999999999995,29.28 -2020-06-03 02:45:00,70.45,24.079,37.931999999999995,29.28 -2020-06-03 03:00:00,71.64,25.763,37.579,29.28 -2020-06-03 03:15:00,72.7,24.436999999999998,37.579,29.28 -2020-06-03 03:30:00,72.09,23.701,37.579,29.28 -2020-06-03 03:45:00,72.31,22.904,37.579,29.28 -2020-06-03 04:00:00,76.85,30.365,37.931999999999995,29.28 -2020-06-03 04:15:00,80.4,39.134,37.931999999999995,29.28 -2020-06-03 04:30:00,88.31,36.568000000000005,37.931999999999995,29.28 -2020-06-03 04:45:00,93.4,36.96,37.931999999999995,29.28 -2020-06-03 05:00:00,94.29,55.43600000000001,40.942,29.28 -2020-06-03 05:15:00,98.54,68.80199999999999,40.942,29.28 -2020-06-03 05:30:00,101.92,59.305,40.942,29.28 -2020-06-03 05:45:00,106.14,55.255,40.942,29.28 -2020-06-03 06:00:00,113.26,56.653,56.516999999999996,29.28 -2020-06-03 06:15:00,112.2,57.481,56.516999999999996,29.28 -2020-06-03 06:30:00,106.99,55.099,56.516999999999996,29.28 -2020-06-03 06:45:00,110.19,55.44,56.516999999999996,29.28 -2020-06-03 07:00:00,113.12,56.468999999999994,71.707,29.28 -2020-06-03 07:15:00,116.27,55.978,71.707,29.28 -2020-06-03 07:30:00,115.88,53.263000000000005,71.707,29.28 -2020-06-03 07:45:00,113.15,52.215,71.707,29.28 -2020-06-03 08:00:00,113.28,49.655,61.17,29.28 -2020-06-03 08:15:00,115.37,51.568000000000005,61.17,29.28 -2020-06-03 08:30:00,116.39,51.406000000000006,61.17,29.28 -2020-06-03 08:45:00,112.02,53.507,61.17,29.28 -2020-06-03 09:00:00,110.21,49.167,57.282,29.28 -2020-06-03 09:15:00,113.3,48.047,57.282,29.28 -2020-06-03 09:30:00,110.77,51.406000000000006,57.282,29.28 -2020-06-03 09:45:00,112.52,53.597,57.282,29.28 -2020-06-03 10:00:00,114.37,48.805,54.026,29.28 -2020-06-03 10:15:00,114.82,50.343,54.026,29.28 -2020-06-03 10:30:00,116.42,50.426,54.026,29.28 -2020-06-03 10:45:00,116.13,51.88,54.026,29.28 -2020-06-03 11:00:00,109.87,47.458,54.277,29.28 -2020-06-03 11:15:00,104.76,48.72,54.277,29.28 -2020-06-03 11:30:00,108.82,50.256,54.277,29.28 -2020-06-03 11:45:00,108.87,51.997,54.277,29.28 -2020-06-03 12:00:00,106.62,47.876000000000005,52.552,29.28 -2020-06-03 12:15:00,102.67,47.937,52.552,29.28 -2020-06-03 12:30:00,98.68,47.147,52.552,29.28 -2020-06-03 12:45:00,105.85,48.65,52.552,29.28 -2020-06-03 13:00:00,107.79,49.343999999999994,52.111999999999995,29.28 -2020-06-03 13:15:00,108.61,50.388000000000005,52.111999999999995,29.28 -2020-06-03 13:30:00,102.26,48.643,52.111999999999995,29.28 -2020-06-03 13:45:00,104.72,47.208,52.111999999999995,29.28 -2020-06-03 14:00:00,111.64,49.123000000000005,52.066,29.28 -2020-06-03 14:15:00,108.26,47.799,52.066,29.28 -2020-06-03 14:30:00,108.8,46.897,52.066,29.28 -2020-06-03 14:45:00,103.39,47.453,52.066,29.28 -2020-06-03 15:00:00,103.63,48.77,52.523999999999994,29.28 -2020-06-03 15:15:00,105.44,46.435,52.523999999999994,29.28 -2020-06-03 15:30:00,104.72,44.748999999999995,52.523999999999994,29.28 -2020-06-03 15:45:00,100.41,42.653999999999996,52.523999999999994,29.28 -2020-06-03 16:00:00,100.42,45.018,54.101000000000006,29.28 -2020-06-03 16:15:00,110.51,44.611000000000004,54.101000000000006,29.28 -2020-06-03 16:30:00,111.07,43.773999999999994,54.101000000000006,29.28 -2020-06-03 16:45:00,109.26,40.488,54.101000000000006,29.28 -2020-06-03 17:00:00,104.98,42.896,58.155,29.28 -2020-06-03 17:15:00,111.12,43.037,58.155,29.28 -2020-06-03 17:30:00,114.79,42.395,58.155,29.28 -2020-06-03 17:45:00,115.69,40.927,58.155,29.28 -2020-06-03 18:00:00,108.75,43.202,60.205,29.28 -2020-06-03 18:15:00,112.12,43.644,60.205,29.28 -2020-06-03 18:30:00,114.87,41.341,60.205,29.28 -2020-06-03 18:45:00,113.03,45.747,60.205,29.28 -2020-06-03 19:00:00,104.74,46.748999999999995,61.568999999999996,29.28 -2020-06-03 19:15:00,99.58,45.865,61.568999999999996,29.28 -2020-06-03 19:30:00,104.58,45.088,61.568999999999996,29.28 -2020-06-03 19:45:00,104.49,45.413999999999994,61.568999999999996,29.28 -2020-06-03 20:00:00,102.46,44.022,68.145,29.28 -2020-06-03 20:15:00,95.88,43.805,68.145,29.28 -2020-06-03 20:30:00,95.33,43.943999999999996,68.145,29.28 -2020-06-03 20:45:00,95.16,44.238,68.145,29.28 -2020-06-03 21:00:00,92.82,42.37,59.696000000000005,29.28 -2020-06-03 21:15:00,92.05,44.066,59.696000000000005,29.28 -2020-06-03 21:30:00,89.64,45.158,59.696000000000005,29.28 -2020-06-03 21:45:00,88.21,46.118,59.696000000000005,29.28 -2020-06-03 22:00:00,83.59,43.44,54.861999999999995,29.28 -2020-06-03 22:15:00,82.97,44.998000000000005,54.861999999999995,29.28 -2020-06-03 22:30:00,81.26,39.305,54.861999999999995,29.28 -2020-06-03 22:45:00,80.33,36.147,54.861999999999995,29.28 -2020-06-03 23:00:00,75.58,31.816999999999997,45.568000000000005,29.28 -2020-06-03 23:15:00,75.33,29.924,45.568000000000005,29.28 -2020-06-03 23:30:00,74.44,28.808000000000003,45.568000000000005,29.28 -2020-06-03 23:45:00,73.46,28.256999999999998,45.568000000000005,29.28 -2020-06-04 00:00:00,73.36,27.168000000000003,40.181,29.28 -2020-06-04 00:15:00,73.36,27.758000000000003,40.181,29.28 -2020-06-04 00:30:00,72.26,26.691999999999997,40.181,29.28 -2020-06-04 00:45:00,74.73,26.054000000000002,40.181,29.28 -2020-06-04 01:00:00,71.88,25.698,38.296,29.28 -2020-06-04 01:15:00,72.5,25.03,38.296,29.28 -2020-06-04 01:30:00,71.31,23.448,38.296,29.28 -2020-06-04 01:45:00,71.5,22.986,38.296,29.28 -2020-06-04 02:00:00,71.83,22.479,36.575,29.28 -2020-06-04 02:15:00,71.45,21.015,36.575,29.28 -2020-06-04 02:30:00,71.1,23.204,36.575,29.28 -2020-06-04 02:45:00,71.42,23.915,36.575,29.28 -2020-06-04 03:00:00,73.16,25.601,36.394,29.28 -2020-06-04 03:15:00,72.99,24.271,36.394,29.28 -2020-06-04 03:30:00,71.02,23.54,36.394,29.28 -2020-06-04 03:45:00,73.01,22.767,36.394,29.28 -2020-06-04 04:00:00,77.6,30.171,37.207,29.28 -2020-06-04 04:15:00,77.75,38.889,37.207,29.28 -2020-06-04 04:30:00,88.08,36.309,37.207,29.28 -2020-06-04 04:45:00,93.23,36.698,37.207,29.28 -2020-06-04 05:00:00,94.94,55.053999999999995,40.713,29.28 -2020-06-04 05:15:00,96.67,68.271,40.713,29.28 -2020-06-04 05:30:00,104.59,58.843999999999994,40.713,29.28 -2020-06-04 05:45:00,107.94,54.852,40.713,29.28 -2020-06-04 06:00:00,112.46,56.268,50.952,29.28 -2020-06-04 06:15:00,109.5,57.075,50.952,29.28 -2020-06-04 06:30:00,108.67,54.715,50.952,29.28 -2020-06-04 06:45:00,109.33,55.085,50.952,29.28 -2020-06-04 07:00:00,110.44,56.102,64.88,29.28 -2020-06-04 07:15:00,109.83,55.625,64.88,29.28 -2020-06-04 07:30:00,113.96,52.897,64.88,29.28 -2020-06-04 07:45:00,116.37,51.881,64.88,29.28 -2020-06-04 08:00:00,114.22,49.33,55.133,29.28 -2020-06-04 08:15:00,107.51,51.283,55.133,29.28 -2020-06-04 08:30:00,112.36,51.113,55.133,29.28 -2020-06-04 08:45:00,109.8,53.223,55.133,29.28 -2020-06-04 09:00:00,114.08,48.876000000000005,48.912,29.28 -2020-06-04 09:15:00,119.39,47.761,48.912,29.28 -2020-06-04 09:30:00,116.25,51.125,48.912,29.28 -2020-06-04 09:45:00,110.92,53.34,48.912,29.28 -2020-06-04 10:00:00,107.25,48.559,45.968999999999994,29.28 -2020-06-04 10:15:00,107.81,50.117,45.968999999999994,29.28 -2020-06-04 10:30:00,113.72,50.20399999999999,45.968999999999994,29.28 -2020-06-04 10:45:00,116.8,51.668,45.968999999999994,29.28 -2020-06-04 11:00:00,117.17,47.239,44.067,29.28 -2020-06-04 11:15:00,109.05,48.511,44.067,29.28 -2020-06-04 11:30:00,110.66,50.037,44.067,29.28 -2020-06-04 11:45:00,105.85,51.783,44.067,29.28 -2020-06-04 12:00:00,111.23,47.696999999999996,41.501000000000005,29.28 -2020-06-04 12:15:00,113.61,47.762,41.501000000000005,29.28 -2020-06-04 12:30:00,110.92,46.945,41.501000000000005,29.28 -2020-06-04 12:45:00,102.91,48.453,41.501000000000005,29.28 -2020-06-04 13:00:00,102.85,49.145,41.117,29.28 -2020-06-04 13:15:00,107.65,50.192,41.117,29.28 -2020-06-04 13:30:00,107.87,48.458,41.117,29.28 -2020-06-04 13:45:00,112.9,47.026,41.117,29.28 -2020-06-04 14:00:00,99.93,48.964,41.492,29.28 -2020-06-04 14:15:00,105.4,47.635,41.492,29.28 -2020-06-04 14:30:00,103.85,46.70399999999999,41.492,29.28 -2020-06-04 14:45:00,104.92,47.266000000000005,41.492,29.28 -2020-06-04 15:00:00,109.26,48.626000000000005,43.711999999999996,29.28 -2020-06-04 15:15:00,110.94,46.278,43.711999999999996,29.28 -2020-06-04 15:30:00,109.79,44.57899999999999,43.711999999999996,29.28 -2020-06-04 15:45:00,112.69,42.47,43.711999999999996,29.28 -2020-06-04 16:00:00,114.07,44.871,45.446000000000005,29.28 -2020-06-04 16:15:00,109.19,44.458,45.446000000000005,29.28 -2020-06-04 16:30:00,114.59,43.638999999999996,45.446000000000005,29.28 -2020-06-04 16:45:00,116.07,40.316,45.446000000000005,29.28 -2020-06-04 17:00:00,115.34,42.75899999999999,48.803000000000004,29.28 -2020-06-04 17:15:00,110.62,42.886,48.803000000000004,29.28 -2020-06-04 17:30:00,108.75,42.233999999999995,48.803000000000004,29.28 -2020-06-04 17:45:00,116.09,40.74,48.803000000000004,29.28 -2020-06-04 18:00:00,113.07,43.028,51.167,29.28 -2020-06-04 18:15:00,111.11,43.445,51.167,29.28 -2020-06-04 18:30:00,108.92,41.133,51.167,29.28 -2020-06-04 18:45:00,115.29,45.537,51.167,29.28 -2020-06-04 19:00:00,113.15,46.541000000000004,52.486000000000004,29.28 -2020-06-04 19:15:00,104.97,45.648999999999994,52.486000000000004,29.28 -2020-06-04 19:30:00,105.27,44.864,52.486000000000004,29.28 -2020-06-04 19:45:00,105.77,45.185,52.486000000000004,29.28 -2020-06-04 20:00:00,104.54,43.773999999999994,59.635,29.28 -2020-06-04 20:15:00,99.31,43.553999999999995,59.635,29.28 -2020-06-04 20:30:00,96.07,43.706,59.635,29.28 -2020-06-04 20:45:00,96.72,44.038000000000004,59.635,29.28 -2020-06-04 21:00:00,93.51,42.174,54.353,29.28 -2020-06-04 21:15:00,91.29,43.881,54.353,29.28 -2020-06-04 21:30:00,89.16,44.949,54.353,29.28 -2020-06-04 21:45:00,87.45,45.925,54.353,29.28 -2020-06-04 22:00:00,83.88,43.271,49.431999999999995,29.28 -2020-06-04 22:15:00,83.67,44.842,49.431999999999995,29.28 -2020-06-04 22:30:00,80.79,39.148,49.431999999999995,29.28 -2020-06-04 22:45:00,82.95,35.979,49.431999999999995,29.28 -2020-06-04 23:00:00,77.09,31.623,42.872,29.28 -2020-06-04 23:15:00,76.4,29.77,42.872,29.28 -2020-06-04 23:30:00,76.03,28.66,42.872,29.28 -2020-06-04 23:45:00,75.13,28.1,42.872,29.28 -2020-06-05 00:00:00,72.68,25.186999999999998,39.819,29.28 -2020-06-05 00:15:00,74.39,26.006,39.819,29.28 -2020-06-05 00:30:00,73.39,25.189,39.819,29.28 -2020-06-05 00:45:00,72.85,24.973000000000003,39.819,29.28 -2020-06-05 01:00:00,73.16,24.238000000000003,37.797,29.28 -2020-06-05 01:15:00,73.41,23.063000000000002,37.797,29.28 -2020-06-05 01:30:00,71.51,22.136999999999997,37.797,29.28 -2020-06-05 01:45:00,72.07,21.439,37.797,29.28 -2020-06-05 02:00:00,71.82,21.836,36.905,29.28 -2020-06-05 02:15:00,72.76,20.305,36.905,29.28 -2020-06-05 02:30:00,72.71,23.339000000000002,36.905,29.28 -2020-06-05 02:45:00,73.05,23.405,36.905,29.28 -2020-06-05 03:00:00,73.18,25.739,37.1,29.28 -2020-06-05 03:15:00,74.33,23.340999999999998,37.1,29.28 -2020-06-05 03:30:00,73.58,22.383000000000003,37.1,29.28 -2020-06-05 03:45:00,74.46,22.509,37.1,29.28 -2020-06-05 04:00:00,78.21,30.009,37.882,29.28 -2020-06-05 04:15:00,84.39,37.158,37.882,29.28 -2020-06-05 04:30:00,85.9,35.499,37.882,29.28 -2020-06-05 04:45:00,92.12,35.150999999999996,37.882,29.28 -2020-06-05 05:00:00,94.15,52.801,40.777,29.28 -2020-06-05 05:15:00,96.53,66.937,40.777,29.28 -2020-06-05 05:30:00,98.78,57.873000000000005,40.777,29.28 -2020-06-05 05:45:00,105.4,53.503,40.777,29.28 -2020-06-05 06:00:00,110.45,55.2,55.528,29.28 -2020-06-05 06:15:00,115.64,55.998999999999995,55.528,29.28 -2020-06-05 06:30:00,113.37,53.525,55.528,29.28 -2020-06-05 06:45:00,113.78,53.961000000000006,55.528,29.28 -2020-06-05 07:00:00,117.75,55.501999999999995,67.749,29.28 -2020-06-05 07:15:00,116.94,56.013000000000005,67.749,29.28 -2020-06-05 07:30:00,113.93,51.391999999999996,67.749,29.28 -2020-06-05 07:45:00,110.35,50.114,67.749,29.28 -2020-06-05 08:00:00,109.2,48.199,57.55,29.28 -2020-06-05 08:15:00,110.52,50.788000000000004,57.55,29.28 -2020-06-05 08:30:00,122.31,50.622,57.55,29.28 -2020-06-05 08:45:00,120.12,52.435,57.55,29.28 -2020-06-05 09:00:00,121.23,45.938,52.588,29.28 -2020-06-05 09:15:00,117.3,46.71,52.588,29.28 -2020-06-05 09:30:00,116.81,49.378,52.588,29.28 -2020-06-05 09:45:00,121.98,51.972,52.588,29.28 -2020-06-05 10:00:00,119.87,46.911,49.772,29.28 -2020-06-05 10:15:00,116.15,48.356,49.772,29.28 -2020-06-05 10:30:00,115.85,48.961999999999996,49.772,29.28 -2020-06-05 10:45:00,117.93,50.29600000000001,49.772,29.28 -2020-06-05 11:00:00,114.69,46.1,49.226000000000006,29.28 -2020-06-05 11:15:00,113.17,46.253,49.226000000000006,29.28 -2020-06-05 11:30:00,105.0,47.621,49.226000000000006,29.28 -2020-06-05 11:45:00,103.88,48.471000000000004,49.226000000000006,29.28 -2020-06-05 12:00:00,100.79,44.951,45.705,29.28 -2020-06-05 12:15:00,102.92,44.177,45.705,29.28 -2020-06-05 12:30:00,99.51,43.463,45.705,29.28 -2020-06-05 12:45:00,100.37,44.29,45.705,29.28 -2020-06-05 13:00:00,99.89,45.646,43.133,29.28 -2020-06-05 13:15:00,99.79,46.958,43.133,29.28 -2020-06-05 13:30:00,100.88,45.986999999999995,43.133,29.28 -2020-06-05 13:45:00,99.87,44.84,43.133,29.28 -2020-06-05 14:00:00,99.86,45.912,41.989,29.28 -2020-06-05 14:15:00,97.26,44.972,41.989,29.28 -2020-06-05 14:30:00,96.34,45.495,41.989,29.28 -2020-06-05 14:45:00,94.99,45.443999999999996,41.989,29.28 -2020-06-05 15:00:00,95.46,46.718,43.728,29.28 -2020-06-05 15:15:00,98.1,44.083999999999996,43.728,29.28 -2020-06-05 15:30:00,95.79,41.667,43.728,29.28 -2020-06-05 15:45:00,95.92,40.283,43.728,29.28 -2020-06-05 16:00:00,97.42,41.795,45.93899999999999,29.28 -2020-06-05 16:15:00,100.06,41.875,45.93899999999999,29.28 -2020-06-05 16:30:00,99.13,40.913000000000004,45.93899999999999,29.28 -2020-06-05 16:45:00,101.84,36.795,45.93899999999999,29.28 -2020-06-05 17:00:00,103.81,40.939,50.488,29.28 -2020-06-05 17:15:00,103.47,40.846,50.488,29.28 -2020-06-05 17:30:00,103.83,40.308,50.488,29.28 -2020-06-05 17:45:00,104.89,38.606,50.488,29.28 -2020-06-05 18:00:00,103.73,41.031000000000006,52.408,29.28 -2020-06-05 18:15:00,103.19,40.478,52.408,29.28 -2020-06-05 18:30:00,102.75,38.1,52.408,29.28 -2020-06-05 18:45:00,103.29,42.903999999999996,52.408,29.28 -2020-06-05 19:00:00,98.83,44.846000000000004,52.736000000000004,29.28 -2020-06-05 19:15:00,95.61,44.645,52.736000000000004,29.28 -2020-06-05 19:30:00,93.94,43.871,52.736000000000004,29.28 -2020-06-05 19:45:00,93.79,43.167,52.736000000000004,29.28 -2020-06-05 20:00:00,92.15,41.589,59.68,29.28 -2020-06-05 20:15:00,92.31,42.13,59.68,29.28 -2020-06-05 20:30:00,91.82,41.824,59.68,29.28 -2020-06-05 20:45:00,92.41,41.468999999999994,59.68,29.28 -2020-06-05 21:00:00,89.29,40.918,54.343999999999994,29.28 -2020-06-05 21:15:00,87.29,44.281000000000006,54.343999999999994,29.28 -2020-06-05 21:30:00,84.11,45.185,54.343999999999994,29.28 -2020-06-05 21:45:00,83.05,46.424,54.343999999999994,29.28 -2020-06-05 22:00:00,79.44,43.754,49.672,29.28 -2020-06-05 22:15:00,78.6,45.085,49.672,29.28 -2020-06-05 22:30:00,77.06,44.566,49.672,29.28 -2020-06-05 22:45:00,75.8,42.548,49.672,29.28 -2020-06-05 23:00:00,72.07,39.743,42.065,29.28 -2020-06-05 23:15:00,72.18,36.24,42.065,29.28 -2020-06-05 23:30:00,71.31,33.249,42.065,29.28 -2020-06-05 23:45:00,70.36,32.497,42.065,29.28 -2020-06-06 00:00:00,67.51,25.941999999999997,38.829,29.17 -2020-06-06 00:15:00,67.86,25.7,38.829,29.17 -2020-06-06 00:30:00,67.41,24.565,38.829,29.17 -2020-06-06 00:45:00,67.72,23.725,38.829,29.17 -2020-06-06 01:00:00,66.82,23.335,34.63,29.17 -2020-06-06 01:15:00,67.25,22.605999999999998,34.63,29.17 -2020-06-06 01:30:00,65.85,20.85,34.63,29.17 -2020-06-06 01:45:00,66.09,21.315,34.63,29.17 -2020-06-06 02:00:00,64.68,20.839000000000002,32.465,29.17 -2020-06-06 02:15:00,64.57,18.511,32.465,29.17 -2020-06-06 02:30:00,64.68,20.68,32.465,29.17 -2020-06-06 02:45:00,64.25,21.514,32.465,29.17 -2020-06-06 03:00:00,64.14,22.599,31.925,29.17 -2020-06-06 03:15:00,65.0,19.414,31.925,29.17 -2020-06-06 03:30:00,65.09,18.62,31.925,29.17 -2020-06-06 03:45:00,67.6,20.195,31.925,29.17 -2020-06-06 04:00:00,70.16,25.434,31.309,29.17 -2020-06-06 04:15:00,70.62,31.435,31.309,29.17 -2020-06-06 04:30:00,63.11,27.958000000000002,31.309,29.17 -2020-06-06 04:45:00,65.22,27.819000000000003,31.309,29.17 -2020-06-06 05:00:00,67.91,36.066,30.323,29.17 -2020-06-06 05:15:00,67.72,37.842,30.323,29.17 -2020-06-06 05:30:00,69.31,30.338,30.323,29.17 -2020-06-06 05:45:00,71.04,30.802,30.323,29.17 -2020-06-06 06:00:00,75.65,44.887,31.438000000000002,29.17 -2020-06-06 06:15:00,80.98,54.621,31.438000000000002,29.17 -2020-06-06 06:30:00,84.8,48.958999999999996,31.438000000000002,29.17 -2020-06-06 06:45:00,83.47,45.533,31.438000000000002,29.17 -2020-06-06 07:00:00,78.85,45.275,34.891999999999996,29.17 -2020-06-06 07:15:00,78.38,44.446999999999996,34.891999999999996,29.17 -2020-06-06 07:30:00,79.02,41.507,34.891999999999996,29.17 -2020-06-06 07:45:00,80.34,41.519,34.891999999999996,29.17 -2020-06-06 08:00:00,81.61,40.611999999999995,39.608000000000004,29.17 -2020-06-06 08:15:00,82.54,43.39,39.608000000000004,29.17 -2020-06-06 08:30:00,81.42,43.358000000000004,39.608000000000004,29.17 -2020-06-06 08:45:00,81.09,46.385,39.608000000000004,29.17 -2020-06-06 09:00:00,79.87,42.973,40.894,29.17 -2020-06-06 09:15:00,87.56,44.285,40.894,29.17 -2020-06-06 09:30:00,87.68,47.515,40.894,29.17 -2020-06-06 09:45:00,83.66,49.722,40.894,29.17 -2020-06-06 10:00:00,80.88,45.253,39.525,29.17 -2020-06-06 10:15:00,87.29,47.07,39.525,29.17 -2020-06-06 10:30:00,83.73,47.373999999999995,39.525,29.17 -2020-06-06 10:45:00,83.72,48.521,39.525,29.17 -2020-06-06 11:00:00,84.12,44.211000000000006,36.718,29.17 -2020-06-06 11:15:00,90.83,45.122,36.718,29.17 -2020-06-06 11:30:00,94.67,46.63,36.718,29.17 -2020-06-06 11:45:00,94.56,48.016999999999996,36.718,29.17 -2020-06-06 12:00:00,91.99,44.79600000000001,35.688,29.17 -2020-06-06 12:15:00,90.46,44.895,35.688,29.17 -2020-06-06 12:30:00,88.8,44.06399999999999,35.688,29.17 -2020-06-06 12:45:00,87.54,45.498999999999995,35.688,29.17 -2020-06-06 13:00:00,85.74,46.00899999999999,32.858000000000004,29.17 -2020-06-06 13:15:00,87.07,46.6,32.858000000000004,29.17 -2020-06-06 13:30:00,87.33,45.77,32.858000000000004,29.17 -2020-06-06 13:45:00,86.83,43.407,32.858000000000004,29.17 -2020-06-06 14:00:00,86.15,44.693999999999996,31.738000000000003,29.17 -2020-06-06 14:15:00,84.56,42.516000000000005,31.738000000000003,29.17 -2020-06-06 14:30:00,81.7,42.419,31.738000000000003,29.17 -2020-06-06 14:45:00,80.31,42.846000000000004,31.738000000000003,29.17 -2020-06-06 15:00:00,80.41,44.662,34.35,29.17 -2020-06-06 15:15:00,79.49,42.766000000000005,34.35,29.17 -2020-06-06 15:30:00,79.47,40.687,34.35,29.17 -2020-06-06 15:45:00,79.76,38.425,34.35,29.17 -2020-06-06 16:00:00,80.07,41.907,37.522,29.17 -2020-06-06 16:15:00,79.03,41.225,37.522,29.17 -2020-06-06 16:30:00,80.08,40.488,37.522,29.17 -2020-06-06 16:45:00,81.23,36.4,37.522,29.17 -2020-06-06 17:00:00,82.36,39.404,42.498000000000005,29.17 -2020-06-06 17:15:00,81.67,37.425,42.498000000000005,29.17 -2020-06-06 17:30:00,81.82,36.743,42.498000000000005,29.17 -2020-06-06 17:45:00,84.04,35.443000000000005,42.498000000000005,29.17 -2020-06-06 18:00:00,84.14,39.175,44.701,29.17 -2020-06-06 18:15:00,83.83,40.357,44.701,29.17 -2020-06-06 18:30:00,84.61,39.39,44.701,29.17 -2020-06-06 18:45:00,84.06,40.567,44.701,29.17 -2020-06-06 19:00:00,81.29,41.091,45.727,29.17 -2020-06-06 19:15:00,78.62,39.875,45.727,29.17 -2020-06-06 19:30:00,76.78,39.896,45.727,29.17 -2020-06-06 19:45:00,75.72,40.85,45.727,29.17 -2020-06-06 20:00:00,74.89,40.242,43.391000000000005,29.17 -2020-06-06 20:15:00,74.17,40.381,43.391000000000005,29.17 -2020-06-06 20:30:00,74.7,39.22,43.391000000000005,29.17 -2020-06-06 20:45:00,74.33,40.624,43.391000000000005,29.17 -2020-06-06 21:00:00,71.59,38.898,41.231,29.17 -2020-06-06 21:15:00,69.93,41.982,41.231,29.17 -2020-06-06 21:30:00,68.91,43.161,41.231,29.17 -2020-06-06 21:45:00,68.03,43.858999999999995,41.231,29.17 -2020-06-06 22:00:00,64.54,41.316,40.798,29.17 -2020-06-06 22:15:00,64.33,43.133,40.798,29.17 -2020-06-06 22:30:00,62.24,42.849,40.798,29.17 -2020-06-06 22:45:00,62.62,41.352,40.798,29.17 -2020-06-06 23:00:00,58.66,38.109,34.402,29.17 -2020-06-06 23:15:00,58.11,34.889,34.402,29.17 -2020-06-06 23:30:00,56.97,34.075,34.402,29.17 -2020-06-06 23:45:00,56.18,33.421,34.402,29.17 -2020-06-07 00:00:00,54.78,27.147,30.171,29.17 -2020-06-07 00:15:00,55.23,25.78,30.171,29.17 -2020-06-07 00:30:00,54.07,24.471999999999998,30.171,29.17 -2020-06-07 00:45:00,54.14,23.596999999999998,30.171,29.17 -2020-06-07 01:00:00,52.67,23.464000000000002,27.15,29.17 -2020-06-07 01:15:00,52.85,22.699,27.15,29.17 -2020-06-07 01:30:00,52.59,20.854,27.15,29.17 -2020-06-07 01:45:00,52.21,20.92,27.15,29.17 -2020-06-07 02:00:00,50.98,20.448,25.403000000000002,29.17 -2020-06-07 02:15:00,51.38,18.707,25.403000000000002,29.17 -2020-06-07 02:30:00,50.88,21.136,25.403000000000002,29.17 -2020-06-07 02:45:00,51.13,21.745,25.403000000000002,29.17 -2020-06-07 03:00:00,50.84,23.48,23.386999999999997,29.17 -2020-06-07 03:15:00,51.71,20.49,23.386999999999997,29.17 -2020-06-07 03:30:00,52.75,19.136,23.386999999999997,29.17 -2020-06-07 03:45:00,50.92,19.973,23.386999999999997,29.17 -2020-06-07 04:00:00,50.55,25.101,23.941999999999997,29.17 -2020-06-07 04:15:00,51.55,30.546,23.941999999999997,29.17 -2020-06-07 04:30:00,51.6,28.333000000000002,23.941999999999997,29.17 -2020-06-07 04:45:00,52.09,27.774,23.941999999999997,29.17 -2020-06-07 05:00:00,53.72,35.75,23.026,29.17 -2020-06-07 05:15:00,54.12,36.433,23.026,29.17 -2020-06-07 05:30:00,55.59,28.6,23.026,29.17 -2020-06-07 05:45:00,57.85,28.881,23.026,29.17 -2020-06-07 06:00:00,59.26,40.721,23.223000000000003,29.17 -2020-06-07 06:15:00,60.63,51.071999999999996,23.223000000000003,29.17 -2020-06-07 06:30:00,62.83,44.669,23.223000000000003,29.17 -2020-06-07 06:45:00,64.38,40.23,23.223000000000003,29.17 -2020-06-07 07:00:00,65.6,40.458,24.968000000000004,29.17 -2020-06-07 07:15:00,66.44,38.01,24.968000000000004,29.17 -2020-06-07 07:30:00,68.26,36.156,24.968000000000004,29.17 -2020-06-07 07:45:00,68.77,36.098,24.968000000000004,29.17 -2020-06-07 08:00:00,69.95,36.086,29.131,29.17 -2020-06-07 08:15:00,69.53,40.012,29.131,29.17 -2020-06-07 08:30:00,69.54,40.953,29.131,29.17 -2020-06-07 08:45:00,69.78,44.098,29.131,29.17 -2020-06-07 09:00:00,70.2,40.535,29.904,29.17 -2020-06-07 09:15:00,72.11,41.438,29.904,29.17 -2020-06-07 09:30:00,74.06,45.06399999999999,29.904,29.17 -2020-06-07 09:45:00,74.87,48.231,29.904,29.17 -2020-06-07 10:00:00,77.19,44.516000000000005,28.943,29.17 -2020-06-07 10:15:00,78.39,46.53,28.943,29.17 -2020-06-07 10:30:00,77.62,47.106,28.943,29.17 -2020-06-07 10:45:00,75.28,49.04,28.943,29.17 -2020-06-07 11:00:00,71.31,44.483999999999995,31.682,29.17 -2020-06-07 11:15:00,70.31,44.994,31.682,29.17 -2020-06-07 11:30:00,70.0,46.903,31.682,29.17 -2020-06-07 11:45:00,67.85,48.593,31.682,29.17 -2020-06-07 12:00:00,64.35,46.353,27.315,29.17 -2020-06-07 12:15:00,61.2,46.038000000000004,27.315,29.17 -2020-06-07 12:30:00,57.59,45.248999999999995,27.315,29.17 -2020-06-07 12:45:00,59.18,45.997,27.315,29.17 -2020-06-07 13:00:00,59.01,46.153,23.894000000000002,29.17 -2020-06-07 13:15:00,55.2,46.481,23.894000000000002,29.17 -2020-06-07 13:30:00,57.81,44.589,23.894000000000002,29.17 -2020-06-07 13:45:00,60.26,43.223,23.894000000000002,29.17 -2020-06-07 14:00:00,57.88,45.69,21.148000000000003,29.17 -2020-06-07 14:15:00,64.49,44.026,21.148000000000003,29.17 -2020-06-07 14:30:00,66.8,42.846000000000004,21.148000000000003,29.17 -2020-06-07 14:45:00,67.65,42.228,21.148000000000003,29.17 -2020-06-07 15:00:00,67.87,44.083,21.229,29.17 -2020-06-07 15:15:00,65.72,41.477,21.229,29.17 -2020-06-07 15:30:00,59.62,39.268,21.229,29.17 -2020-06-07 15:45:00,60.76,37.325,21.229,29.17 -2020-06-07 16:00:00,62.45,39.453,25.037,29.17 -2020-06-07 16:15:00,63.37,38.900999999999996,25.037,29.17 -2020-06-07 16:30:00,66.59,39.158,25.037,29.17 -2020-06-07 16:45:00,70.11,35.108000000000004,25.037,29.17 -2020-06-07 17:00:00,72.96,38.486,37.11,29.17 -2020-06-07 17:15:00,76.34,37.903,37.11,29.17 -2020-06-07 17:30:00,79.24,38.003,37.11,29.17 -2020-06-07 17:45:00,81.88,37.28,37.11,29.17 -2020-06-07 18:00:00,83.72,41.528999999999996,42.215,29.17 -2020-06-07 18:15:00,79.56,42.415,42.215,29.17 -2020-06-07 18:30:00,76.0,41.022,42.215,29.17 -2020-06-07 18:45:00,78.65,42.47,42.215,29.17 -2020-06-07 19:00:00,79.38,45.026,44.383,29.17 -2020-06-07 19:15:00,79.12,42.795,44.383,29.17 -2020-06-07 19:30:00,79.25,42.556999999999995,44.383,29.17 -2020-06-07 19:45:00,78.61,43.195,44.383,29.17 -2020-06-07 20:00:00,79.46,42.74,43.426,29.17 -2020-06-07 20:15:00,79.03,42.831,43.426,29.17 -2020-06-07 20:30:00,79.41,42.56100000000001,43.426,29.17 -2020-06-07 20:45:00,81.82,42.298,43.426,29.17 -2020-06-07 21:00:00,81.38,40.224000000000004,42.265,29.17 -2020-06-07 21:15:00,80.43,42.977,42.265,29.17 -2020-06-07 21:30:00,78.77,43.54,42.265,29.17 -2020-06-07 21:45:00,77.29,44.605,42.265,29.17 -2020-06-07 22:00:00,73.8,43.917,42.26,29.17 -2020-06-07 22:15:00,72.46,44.08,42.26,29.17 -2020-06-07 22:30:00,70.72,43.038999999999994,42.26,29.17 -2020-06-07 22:45:00,70.73,40.247,42.26,29.17 -2020-06-07 23:00:00,68.68,36.454,36.609,29.17 -2020-06-07 23:15:00,69.16,34.64,36.609,29.17 -2020-06-07 23:30:00,67.02,33.389,36.609,29.17 -2020-06-07 23:45:00,67.56,32.952,36.609,29.17 -2020-06-08 00:00:00,65.18,28.81,34.611,29.28 -2020-06-08 00:15:00,65.79,28.454,34.611,29.28 -2020-06-08 00:30:00,66.1,26.794,34.611,29.28 -2020-06-08 00:45:00,66.13,25.502,34.611,29.28 -2020-06-08 01:00:00,64.79,25.755,33.552,29.28 -2020-06-08 01:15:00,65.06,24.938000000000002,33.552,29.28 -2020-06-08 01:30:00,65.24,23.433000000000003,33.552,29.28 -2020-06-08 01:45:00,65.35,23.410999999999998,33.552,29.28 -2020-06-08 02:00:00,65.58,23.37,32.351,29.28 -2020-06-08 02:15:00,67.8,20.785999999999998,32.351,29.28 -2020-06-08 02:30:00,73.54,23.4,32.351,29.28 -2020-06-08 02:45:00,74.8,23.823,32.351,29.28 -2020-06-08 03:00:00,71.75,26.151999999999997,30.793000000000003,29.28 -2020-06-08 03:15:00,68.21,23.986,30.793000000000003,29.28 -2020-06-08 03:30:00,68.19,23.261999999999997,30.793000000000003,29.28 -2020-06-08 03:45:00,75.1,23.634,30.793000000000003,29.28 -2020-06-08 04:00:00,76.21,32.04,31.274,29.28 -2020-06-08 04:15:00,81.8,40.582,31.274,29.28 -2020-06-08 04:30:00,81.13,38.092,31.274,29.28 -2020-06-08 04:45:00,84.34,37.895,31.274,29.28 -2020-06-08 05:00:00,91.59,53.857,37.75,29.28 -2020-06-08 05:15:00,94.96,65.925,37.75,29.28 -2020-06-08 05:30:00,96.35,56.716,37.75,29.28 -2020-06-08 05:45:00,103.22,53.645,37.75,29.28 -2020-06-08 06:00:00,115.44,54.214,55.36,29.28 -2020-06-08 06:15:00,117.66,54.621,55.36,29.28 -2020-06-08 06:30:00,119.09,52.708999999999996,55.36,29.28 -2020-06-08 06:45:00,118.2,54.078,55.36,29.28 -2020-06-08 07:00:00,122.59,54.916000000000004,65.87,29.28 -2020-06-08 07:15:00,126.53,54.75899999999999,65.87,29.28 -2020-06-08 07:30:00,126.58,52.008,65.87,29.28 -2020-06-08 07:45:00,117.45,52.041000000000004,65.87,29.28 -2020-06-08 08:00:00,116.82,49.583,55.695,29.28 -2020-06-08 08:15:00,124.15,52.214,55.695,29.28 -2020-06-08 08:30:00,127.09,51.86600000000001,55.695,29.28 -2020-06-08 08:45:00,129.96,54.918,55.695,29.28 -2020-06-08 09:00:00,127.9,50.291000000000004,50.881,29.28 -2020-06-08 09:15:00,127.73,49.188,50.881,29.28 -2020-06-08 09:30:00,129.88,51.846000000000004,50.881,29.28 -2020-06-08 09:45:00,128.32,52.891000000000005,50.881,29.28 -2020-06-08 10:00:00,125.16,49.513999999999996,49.138000000000005,29.28 -2020-06-08 10:15:00,119.84,51.376000000000005,49.138000000000005,29.28 -2020-06-08 10:30:00,116.84,51.43899999999999,49.138000000000005,29.28 -2020-06-08 10:45:00,124.11,51.953,49.138000000000005,29.28 -2020-06-08 11:00:00,126.44,47.358000000000004,49.178000000000004,29.28 -2020-06-08 11:15:00,121.8,48.31100000000001,49.178000000000004,29.28 -2020-06-08 11:30:00,117.6,50.997,49.178000000000004,29.28 -2020-06-08 11:45:00,113.89,53.128,49.178000000000004,29.28 -2020-06-08 12:00:00,106.1,49.479,47.698,29.28 -2020-06-08 12:15:00,110.89,49.273999999999994,47.698,29.28 -2020-06-08 12:30:00,105.06,47.468999999999994,47.698,29.28 -2020-06-08 12:45:00,103.24,48.36,47.698,29.28 -2020-06-08 13:00:00,104.28,49.425,48.104,29.28 -2020-06-08 13:15:00,105.35,48.79,48.104,29.28 -2020-06-08 13:30:00,102.99,47.021,48.104,29.28 -2020-06-08 13:45:00,106.17,46.507,48.104,29.28 -2020-06-08 14:00:00,104.77,48.076,48.53,29.28 -2020-06-08 14:15:00,99.17,46.91,48.53,29.28 -2020-06-08 14:30:00,100.05,45.497,48.53,29.28 -2020-06-08 14:45:00,101.1,46.841,48.53,29.28 -2020-06-08 15:00:00,100.5,48.551,49.351000000000006,29.28 -2020-06-08 15:15:00,97.86,45.243,49.351000000000006,29.28 -2020-06-08 15:30:00,98.11,43.674,49.351000000000006,29.28 -2020-06-08 15:45:00,102.17,41.217,49.351000000000006,29.28 -2020-06-08 16:00:00,104.3,44.405,51.44,29.28 -2020-06-08 16:15:00,106.98,43.84,51.44,29.28 -2020-06-08 16:30:00,105.78,43.396,51.44,29.28 -2020-06-08 16:45:00,107.49,39.226,51.44,29.28 -2020-06-08 17:00:00,108.2,41.544,56.868,29.28 -2020-06-08 17:15:00,108.56,41.22,56.868,29.28 -2020-06-08 17:30:00,108.83,40.895,56.868,29.28 -2020-06-08 17:45:00,109.18,39.635,56.868,29.28 -2020-06-08 18:00:00,108.41,42.896,57.229,29.28 -2020-06-08 18:15:00,107.9,41.818999999999996,57.229,29.28 -2020-06-08 18:30:00,107.3,39.758,57.229,29.28 -2020-06-08 18:45:00,105.82,44.278,57.229,29.28 -2020-06-08 19:00:00,103.74,46.408,57.744,29.28 -2020-06-08 19:15:00,100.22,45.333999999999996,57.744,29.28 -2020-06-08 19:30:00,98.33,44.78,57.744,29.28 -2020-06-08 19:45:00,97.62,44.755,57.744,29.28 -2020-06-08 20:00:00,95.68,42.876000000000005,66.05199999999999,29.28 -2020-06-08 20:15:00,95.32,44.086999999999996,66.05199999999999,29.28 -2020-06-08 20:30:00,96.73,44.168,66.05199999999999,29.28 -2020-06-08 20:45:00,96.53,44.285,66.05199999999999,29.28 -2020-06-08 21:00:00,91.82,41.66,59.396,29.28 -2020-06-08 21:15:00,91.66,44.745,59.396,29.28 -2020-06-08 21:30:00,89.92,45.61,59.396,29.28 -2020-06-08 21:45:00,88.61,46.43600000000001,59.396,29.28 -2020-06-08 22:00:00,83.94,43.571000000000005,53.06,29.28 -2020-06-08 22:15:00,83.74,45.533,53.06,29.28 -2020-06-08 22:30:00,81.28,39.543,53.06,29.28 -2020-06-08 22:45:00,80.11,36.312,53.06,29.28 -2020-06-08 23:00:00,74.81,32.603,46.148,29.28 -2020-06-08 23:15:00,76.9,29.473000000000003,46.148,29.28 -2020-06-08 23:30:00,73.41,28.424,46.148,29.28 -2020-06-08 23:45:00,75.06,27.683000000000003,46.148,29.28 -2020-06-09 00:00:00,71.41,26.438000000000002,44.625,29.28 -2020-06-09 00:15:00,73.02,27.034000000000002,44.625,29.28 -2020-06-09 00:30:00,70.5,25.976999999999997,44.625,29.28 -2020-06-09 00:45:00,73.38,25.364,44.625,29.28 -2020-06-09 01:00:00,72.8,25.099,41.733000000000004,29.28 -2020-06-09 01:15:00,73.38,24.331999999999997,41.733000000000004,29.28 -2020-06-09 01:30:00,72.4,22.71,41.733000000000004,29.28 -2020-06-09 01:45:00,72.79,22.215,41.733000000000004,29.28 -2020-06-09 02:00:00,70.58,21.713,39.872,29.28 -2020-06-09 02:15:00,72.27,20.226,39.872,29.28 -2020-06-09 02:30:00,80.49,22.413,39.872,29.28 -2020-06-09 02:45:00,80.75,23.159000000000002,39.872,29.28 -2020-06-09 03:00:00,78.25,24.851,38.711,29.28 -2020-06-09 03:15:00,73.94,23.508000000000003,38.711,29.28 -2020-06-09 03:30:00,77.01,22.8,38.711,29.28 -2020-06-09 03:45:00,74.49,22.145,38.711,29.28 -2020-06-09 04:00:00,77.74,29.266,39.823,29.28 -2020-06-09 04:15:00,79.76,37.743,39.823,29.28 -2020-06-09 04:30:00,82.3,35.097,39.823,29.28 -2020-06-09 04:45:00,87.15,35.468,39.823,29.28 -2020-06-09 05:00:00,96.24,53.251000000000005,43.228,29.28 -2020-06-09 05:15:00,100.0,65.757,43.228,29.28 -2020-06-09 05:30:00,103.94,56.667,43.228,29.28 -2020-06-09 05:45:00,105.25,52.95,43.228,29.28 -2020-06-09 06:00:00,114.5,54.452,54.316,29.28 -2020-06-09 06:15:00,116.55,55.166000000000004,54.316,29.28 -2020-06-09 06:30:00,110.99,52.913000000000004,54.316,29.28 -2020-06-09 06:45:00,112.3,53.423,54.316,29.28 -2020-06-09 07:00:00,121.18,54.379,65.758,29.28 -2020-06-09 07:15:00,120.41,53.98,65.758,29.28 -2020-06-09 07:30:00,115.9,51.185,65.758,29.28 -2020-06-09 07:45:00,116.85,50.333999999999996,65.758,29.28 -2020-06-09 08:00:00,118.19,47.826,57.983000000000004,29.28 -2020-06-09 08:15:00,119.82,49.976000000000006,57.983000000000004,29.28 -2020-06-09 08:30:00,115.93,49.765,57.983000000000004,29.28 -2020-06-09 08:45:00,114.08,51.917,57.983000000000004,29.28 -2020-06-09 09:00:00,112.79,47.534,52.653,29.28 -2020-06-09 09:15:00,113.07,46.446999999999996,52.653,29.28 -2020-06-09 09:30:00,113.8,49.825,52.653,29.28 -2020-06-09 09:45:00,113.95,52.155,52.653,29.28 -2020-06-09 10:00:00,112.65,47.425,51.408,29.28 -2020-06-09 10:15:00,115.45,49.073,51.408,29.28 -2020-06-09 10:30:00,121.75,49.181999999999995,51.408,29.28 -2020-06-09 10:45:00,124.45,50.68899999999999,51.408,29.28 -2020-06-09 11:00:00,118.76,46.229,51.913000000000004,29.28 -2020-06-09 11:15:00,118.38,47.549,51.913000000000004,29.28 -2020-06-09 11:30:00,118.73,49.02,51.913000000000004,29.28 -2020-06-09 11:45:00,120.94,50.788999999999994,51.913000000000004,29.28 -2020-06-09 12:00:00,115.6,46.87,49.508,29.28 -2020-06-09 12:15:00,114.07,46.952,49.508,29.28 -2020-06-09 12:30:00,115.92,46.006,49.508,29.28 -2020-06-09 12:45:00,116.36,47.536,49.508,29.28 -2020-06-09 13:00:00,114.4,48.217,50.007,29.28 -2020-06-09 13:15:00,114.3,49.275,50.007,29.28 -2020-06-09 13:30:00,114.18,47.592,50.007,29.28 -2020-06-09 13:45:00,114.22,46.174,50.007,29.28 -2020-06-09 14:00:00,109.09,48.222,49.778999999999996,29.28 -2020-06-09 14:15:00,106.54,46.875,49.778999999999996,29.28 -2020-06-09 14:30:00,113.2,45.803999999999995,49.778999999999996,29.28 -2020-06-09 14:45:00,112.19,46.391000000000005,49.778999999999996,29.28 -2020-06-09 15:00:00,108.09,47.952,51.559,29.28 -2020-06-09 15:15:00,101.97,45.549,51.559,29.28 -2020-06-09 15:30:00,104.39,43.786,51.559,29.28 -2020-06-09 15:45:00,107.82,41.613,51.559,29.28 -2020-06-09 16:00:00,106.35,44.193000000000005,53.531000000000006,29.28 -2020-06-09 16:15:00,101.43,43.746,53.531000000000006,29.28 -2020-06-09 16:30:00,105.03,43.018,53.531000000000006,29.28 -2020-06-09 16:45:00,106.03,39.527,53.531000000000006,29.28 -2020-06-09 17:00:00,112.45,42.126999999999995,59.497,29.28 -2020-06-09 17:15:00,115.83,42.196000000000005,59.497,29.28 -2020-06-09 17:30:00,116.3,41.498000000000005,59.497,29.28 -2020-06-09 17:45:00,110.26,39.883,59.497,29.28 -2020-06-09 18:00:00,106.4,42.235,59.861999999999995,29.28 -2020-06-09 18:15:00,108.44,42.52,59.861999999999995,29.28 -2020-06-09 18:30:00,112.57,40.175,59.861999999999995,29.28 -2020-06-09 18:45:00,113.13,44.573,59.861999999999995,29.28 -2020-06-09 19:00:00,106.86,45.585,60.989,29.28 -2020-06-09 19:15:00,103.42,44.653,60.989,29.28 -2020-06-09 19:30:00,98.81,43.82899999999999,60.989,29.28 -2020-06-09 19:45:00,99.4,44.125,60.989,29.28 -2020-06-09 20:00:00,95.84,42.619,68.35600000000001,29.28 -2020-06-09 20:15:00,94.92,42.388000000000005,68.35600000000001,29.28 -2020-06-09 20:30:00,94.19,42.602,68.35600000000001,29.28 -2020-06-09 20:45:00,94.35,43.11,68.35600000000001,29.28 -2020-06-09 21:00:00,90.98,41.266999999999996,59.251000000000005,29.28 -2020-06-09 21:15:00,89.1,43.023999999999994,59.251000000000005,29.28 -2020-06-09 21:30:00,86.25,43.975,59.251000000000005,29.28 -2020-06-09 21:45:00,86.55,45.022,59.251000000000005,29.28 -2020-06-09 22:00:00,82.28,42.479,54.736999999999995,29.28 -2020-06-09 22:15:00,80.43,44.108999999999995,54.736999999999995,29.28 -2020-06-09 22:30:00,78.68,38.405,54.736999999999995,29.28 -2020-06-09 22:45:00,78.71,35.179,54.736999999999995,29.28 -2020-06-09 23:00:00,74.03,30.709,46.806999999999995,29.28 -2020-06-09 23:15:00,74.01,29.048000000000002,46.806999999999995,29.28 -2020-06-09 23:30:00,74.25,27.978,46.806999999999995,29.28 -2020-06-09 23:45:00,73.65,27.365,46.806999999999995,29.28 -2020-06-10 00:00:00,69.28,26.302,43.824,29.28 -2020-06-10 00:15:00,71.2,26.901,43.824,29.28 -2020-06-10 00:30:00,66.99,25.846,43.824,29.28 -2020-06-10 00:45:00,71.61,25.239,43.824,29.28 -2020-06-10 01:00:00,69.8,24.991,39.86,29.28 -2020-06-10 01:15:00,71.05,24.204,39.86,29.28 -2020-06-10 01:30:00,70.29,22.575,39.86,29.28 -2020-06-10 01:45:00,71.08,22.073,39.86,29.28 -2020-06-10 02:00:00,69.28,21.573,37.931999999999995,29.28 -2020-06-10 02:15:00,70.6,20.082,37.931999999999995,29.28 -2020-06-10 02:30:00,77.94,22.269000000000002,37.931999999999995,29.28 -2020-06-10 02:45:00,78.48,23.021,37.931999999999995,29.28 -2020-06-10 03:00:00,76.46,24.714000000000002,37.579,29.28 -2020-06-10 03:15:00,74.28,23.369,37.579,29.28 -2020-06-10 03:30:00,73.07,22.666,37.579,29.28 -2020-06-10 03:45:00,74.4,22.034000000000002,37.579,29.28 -2020-06-10 04:00:00,78.61,29.1,37.931999999999995,29.28 -2020-06-10 04:15:00,78.12,37.53,37.931999999999995,29.28 -2020-06-10 04:30:00,82.15,34.872,37.931999999999995,29.28 -2020-06-10 04:45:00,86.72,35.239000000000004,37.931999999999995,29.28 -2020-06-10 05:00:00,95.11,52.913000000000004,40.942,29.28 -2020-06-10 05:15:00,101.05,65.282,40.942,29.28 -2020-06-10 05:30:00,107.89,56.26,40.942,29.28 -2020-06-10 05:45:00,112.89,52.593,40.942,29.28 -2020-06-10 06:00:00,115.77,54.111999999999995,56.516999999999996,29.28 -2020-06-10 06:15:00,116.7,54.808,56.516999999999996,29.28 -2020-06-10 06:30:00,120.98,52.577,56.516999999999996,29.28 -2020-06-10 06:45:00,121.83,53.114,56.516999999999996,29.28 -2020-06-10 07:00:00,121.07,54.059,71.707,29.28 -2020-06-10 07:15:00,116.29,53.674,71.707,29.28 -2020-06-10 07:30:00,121.13,50.87,71.707,29.28 -2020-06-10 07:45:00,119.6,50.05,71.707,29.28 -2020-06-10 08:00:00,120.93,47.552,61.17,29.28 -2020-06-10 08:15:00,117.32,49.738,61.17,29.28 -2020-06-10 08:30:00,118.76,49.519,61.17,29.28 -2020-06-10 08:45:00,116.95,51.678000000000004,61.17,29.28 -2020-06-10 09:00:00,124.86,47.288999999999994,57.282,29.28 -2020-06-10 09:15:00,121.0,46.206,57.282,29.28 -2020-06-10 09:30:00,126.65,49.588,57.282,29.28 -2020-06-10 09:45:00,128.01,51.937,57.282,29.28 -2020-06-10 10:00:00,127.44,47.218,54.026,29.28 -2020-06-10 10:15:00,119.72,48.883,54.026,29.28 -2020-06-10 10:30:00,121.47,48.994,54.026,29.28 -2020-06-10 10:45:00,128.3,50.51,54.026,29.28 -2020-06-10 11:00:00,132.15,46.044,54.277,29.28 -2020-06-10 11:15:00,127.14,47.372,54.277,29.28 -2020-06-10 11:30:00,117.1,48.833999999999996,54.277,29.28 -2020-06-10 11:45:00,114.36,50.605,54.277,29.28 -2020-06-10 12:00:00,120.41,46.718999999999994,52.552,29.28 -2020-06-10 12:15:00,123.17,46.803999999999995,52.552,29.28 -2020-06-10 12:30:00,122.08,45.833999999999996,52.552,29.28 -2020-06-10 12:45:00,120.6,47.368,52.552,29.28 -2020-06-10 13:00:00,118.16,48.044,52.111999999999995,29.28 -2020-06-10 13:15:00,119.23,49.104,52.111999999999995,29.28 -2020-06-10 13:30:00,117.97,47.431000000000004,52.111999999999995,29.28 -2020-06-10 13:45:00,113.38,46.016999999999996,52.111999999999995,29.28 -2020-06-10 14:00:00,112.33,48.085,52.066,29.28 -2020-06-10 14:15:00,108.78,46.735,52.066,29.28 -2020-06-10 14:30:00,112.6,45.636,52.066,29.28 -2020-06-10 14:45:00,111.92,46.229,52.066,29.28 -2020-06-10 15:00:00,110.0,47.827,52.523999999999994,29.28 -2020-06-10 15:15:00,106.57,45.413999999999994,52.523999999999994,29.28 -2020-06-10 15:30:00,108.24,43.638999999999996,52.523999999999994,29.28 -2020-06-10 15:45:00,110.6,41.455,52.523999999999994,29.28 -2020-06-10 16:00:00,112.33,44.068000000000005,54.101000000000006,29.28 -2020-06-10 16:15:00,110.81,43.615,54.101000000000006,29.28 -2020-06-10 16:30:00,111.57,42.906000000000006,54.101000000000006,29.28 -2020-06-10 16:45:00,118.23,39.384,54.101000000000006,29.28 -2020-06-10 17:00:00,119.5,42.012,58.155,29.28 -2020-06-10 17:15:00,116.37,42.07,58.155,29.28 -2020-06-10 17:30:00,117.51,41.364,58.155,29.28 -2020-06-10 17:45:00,114.99,39.728,58.155,29.28 -2020-06-10 18:00:00,121.59,42.092,60.205,29.28 -2020-06-10 18:15:00,119.08,42.352,60.205,29.28 -2020-06-10 18:30:00,115.11,40.0,60.205,29.28 -2020-06-10 18:45:00,110.65,44.397,60.205,29.28 -2020-06-10 19:00:00,108.16,45.411,61.568999999999996,29.28 -2020-06-10 19:15:00,108.06,44.47,61.568999999999996,29.28 -2020-06-10 19:30:00,106.76,43.638999999999996,61.568999999999996,29.28 -2020-06-10 19:45:00,103.49,43.93,61.568999999999996,29.28 -2020-06-10 20:00:00,96.17,42.407,68.145,29.28 -2020-06-10 20:15:00,96.64,42.173,68.145,29.28 -2020-06-10 20:30:00,95.52,42.398999999999994,68.145,29.28 -2020-06-10 20:45:00,94.92,42.938,68.145,29.28 -2020-06-10 21:00:00,90.77,41.101000000000006,59.696000000000005,29.28 -2020-06-10 21:15:00,90.39,42.868,59.696000000000005,29.28 -2020-06-10 21:30:00,86.63,43.795,59.696000000000005,29.28 -2020-06-10 21:45:00,85.83,44.854,59.696000000000005,29.28 -2020-06-10 22:00:00,81.02,42.332,54.861999999999995,29.28 -2020-06-10 22:15:00,79.98,43.971000000000004,54.861999999999995,29.28 -2020-06-10 22:30:00,77.22,38.265,54.861999999999995,29.28 -2020-06-10 22:45:00,76.83,35.029,54.861999999999995,29.28 -2020-06-10 23:00:00,73.12,30.535999999999998,45.568000000000005,29.28 -2020-06-10 23:15:00,75.38,28.914,45.568000000000005,29.28 -2020-06-10 23:30:00,74.71,27.851999999999997,45.568000000000005,29.28 -2020-06-10 23:45:00,75.2,27.229,45.568000000000005,29.28 -2020-06-11 00:00:00,70.41,26.171999999999997,40.181,29.28 -2020-06-11 00:15:00,70.82,26.772,40.181,29.28 -2020-06-11 00:30:00,70.59,25.719,40.181,29.28 -2020-06-11 00:45:00,70.45,25.116999999999997,40.181,29.28 -2020-06-11 01:00:00,69.57,24.886,38.296,29.28 -2020-06-11 01:15:00,70.14,24.081,38.296,29.28 -2020-06-11 01:30:00,68.96,22.445,38.296,29.28 -2020-06-11 01:45:00,69.74,21.936999999999998,38.296,29.28 -2020-06-11 02:00:00,69.81,21.438000000000002,36.575,29.28 -2020-06-11 02:15:00,69.88,19.944000000000003,36.575,29.28 -2020-06-11 02:30:00,70.09,22.129,36.575,29.28 -2020-06-11 02:45:00,76.04,22.886999999999997,36.575,29.28 -2020-06-11 03:00:00,79.84,24.581,36.394,29.28 -2020-06-11 03:15:00,79.7,23.234,36.394,29.28 -2020-06-11 03:30:00,74.17,22.535,36.394,29.28 -2020-06-11 03:45:00,76.38,21.927,36.394,29.28 -2020-06-11 04:00:00,75.88,28.939,37.207,29.28 -2020-06-11 04:15:00,78.09,37.323,37.207,29.28 -2020-06-11 04:30:00,82.26,34.653,37.207,29.28 -2020-06-11 04:45:00,86.97,35.016,37.207,29.28 -2020-06-11 05:00:00,94.99,52.582,40.713,29.28 -2020-06-11 05:15:00,100.23,64.817,40.713,29.28 -2020-06-11 05:30:00,106.76,55.861000000000004,40.713,29.28 -2020-06-11 05:45:00,111.82,52.246,40.713,29.28 -2020-06-11 06:00:00,116.83,53.778999999999996,50.952,29.28 -2020-06-11 06:15:00,112.43,54.458,50.952,29.28 -2020-06-11 06:30:00,113.1,52.248000000000005,50.952,29.28 -2020-06-11 06:45:00,118.36,52.81399999999999,50.952,29.28 -2020-06-11 07:00:00,124.46,53.745,64.88,29.28 -2020-06-11 07:15:00,126.91,53.378,64.88,29.28 -2020-06-11 07:30:00,121.71,50.56100000000001,64.88,29.28 -2020-06-11 07:45:00,118.85,49.775,64.88,29.28 -2020-06-11 08:00:00,123.62,47.285,55.133,29.28 -2020-06-11 08:15:00,123.22,49.50899999999999,55.133,29.28 -2020-06-11 08:30:00,122.66,49.281000000000006,55.133,29.28 -2020-06-11 08:45:00,116.59,51.448,55.133,29.28 -2020-06-11 09:00:00,119.41,47.053000000000004,48.912,29.28 -2020-06-11 09:15:00,123.06,45.975,48.912,29.28 -2020-06-11 09:30:00,124.81,49.357,48.912,29.28 -2020-06-11 09:45:00,122.25,51.726000000000006,48.912,29.28 -2020-06-11 10:00:00,123.12,47.016999999999996,45.968999999999994,29.28 -2020-06-11 10:15:00,122.31,48.696999999999996,45.968999999999994,29.28 -2020-06-11 10:30:00,124.76,48.813,45.968999999999994,29.28 -2020-06-11 10:45:00,121.0,50.336999999999996,45.968999999999994,29.28 -2020-06-11 11:00:00,114.05,45.86600000000001,44.067,29.28 -2020-06-11 11:15:00,112.2,47.202,44.067,29.28 -2020-06-11 11:30:00,108.33,48.652,44.067,29.28 -2020-06-11 11:45:00,108.51,50.427,44.067,29.28 -2020-06-11 12:00:00,109.52,46.573,41.501000000000005,29.28 -2020-06-11 12:15:00,106.82,46.66,41.501000000000005,29.28 -2020-06-11 12:30:00,106.48,45.667,41.501000000000005,29.28 -2020-06-11 12:45:00,100.88,47.20399999999999,41.501000000000005,29.28 -2020-06-11 13:00:00,95.77,47.875,41.117,29.28 -2020-06-11 13:15:00,95.82,48.938,41.117,29.28 -2020-06-11 13:30:00,100.99,47.275,41.117,29.28 -2020-06-11 13:45:00,104.58,45.864,41.117,29.28 -2020-06-11 14:00:00,103.94,47.951,41.492,29.28 -2020-06-11 14:15:00,100.72,46.599,41.492,29.28 -2020-06-11 14:30:00,97.94,45.475,41.492,29.28 -2020-06-11 14:45:00,99.64,46.071000000000005,41.492,29.28 -2020-06-11 15:00:00,99.53,47.706,43.711999999999996,29.28 -2020-06-11 15:15:00,97.45,45.283,43.711999999999996,29.28 -2020-06-11 15:30:00,94.25,43.497,43.711999999999996,29.28 -2020-06-11 15:45:00,100.3,41.3,43.711999999999996,29.28 -2020-06-11 16:00:00,103.4,43.946000000000005,45.446000000000005,29.28 -2020-06-11 16:15:00,100.4,43.488,45.446000000000005,29.28 -2020-06-11 16:30:00,100.04,42.797,45.446000000000005,29.28 -2020-06-11 16:45:00,101.12,39.244,45.446000000000005,29.28 -2020-06-11 17:00:00,110.22,41.901,48.803000000000004,29.28 -2020-06-11 17:15:00,110.07,41.951,48.803000000000004,29.28 -2020-06-11 17:30:00,113.51,41.235,48.803000000000004,29.28 -2020-06-11 17:45:00,106.59,39.578,48.803000000000004,29.28 -2020-06-11 18:00:00,104.74,41.95399999999999,51.167,29.28 -2020-06-11 18:15:00,106.72,42.18899999999999,51.167,29.28 -2020-06-11 18:30:00,107.72,39.83,51.167,29.28 -2020-06-11 18:45:00,102.99,44.225,51.167,29.28 -2020-06-11 19:00:00,99.51,45.243,52.486000000000004,29.28 -2020-06-11 19:15:00,103.25,44.294,52.486000000000004,29.28 -2020-06-11 19:30:00,105.06,43.455,52.486000000000004,29.28 -2020-06-11 19:45:00,97.36,43.74100000000001,52.486000000000004,29.28 -2020-06-11 20:00:00,101.57,42.2,59.635,29.28 -2020-06-11 20:15:00,101.54,41.964,59.635,29.28 -2020-06-11 20:30:00,100.96,42.202,59.635,29.28 -2020-06-11 20:45:00,96.25,42.772,59.635,29.28 -2020-06-11 21:00:00,92.74,40.939,54.353,29.28 -2020-06-11 21:15:00,89.61,42.716,54.353,29.28 -2020-06-11 21:30:00,87.7,43.619,54.353,29.28 -2020-06-11 21:45:00,94.37,44.69,54.353,29.28 -2020-06-11 22:00:00,89.15,42.188,49.431999999999995,29.28 -2020-06-11 22:15:00,88.41,43.838,49.431999999999995,29.28 -2020-06-11 22:30:00,80.58,38.126999999999995,49.431999999999995,29.28 -2020-06-11 22:45:00,80.98,34.881,49.431999999999995,29.28 -2020-06-11 23:00:00,82.25,30.368000000000002,42.872,29.28 -2020-06-11 23:15:00,83.85,28.783,42.872,29.28 -2020-06-11 23:30:00,79.67,27.729,42.872,29.28 -2020-06-11 23:45:00,74.85,27.095,42.872,29.28 -2020-06-12 00:00:00,71.36,24.219,39.819,29.28 -2020-06-12 00:15:00,72.66,25.046999999999997,39.819,29.28 -2020-06-12 00:30:00,77.04,24.245,39.819,29.28 -2020-06-12 00:45:00,78.71,24.064,39.819,29.28 -2020-06-12 01:00:00,74.65,23.453000000000003,37.797,29.28 -2020-06-12 01:15:00,72.83,22.143,37.797,29.28 -2020-06-12 01:30:00,71.34,21.164,37.797,29.28 -2020-06-12 01:45:00,78.24,20.419,37.797,29.28 -2020-06-12 02:00:00,77.22,20.825,36.905,29.28 -2020-06-12 02:15:00,75.15,19.269000000000002,36.905,29.28 -2020-06-12 02:30:00,76.1,22.295,36.905,29.28 -2020-06-12 02:45:00,72.39,22.408,36.905,29.28 -2020-06-12 03:00:00,77.81,24.747,37.1,29.28 -2020-06-12 03:15:00,79.33,22.335,37.1,29.28 -2020-06-12 03:30:00,78.33,21.410999999999998,37.1,29.28 -2020-06-12 03:45:00,74.64,21.698,37.1,29.28 -2020-06-12 04:00:00,77.34,28.813000000000002,37.882,29.28 -2020-06-12 04:15:00,84.37,35.63,37.882,29.28 -2020-06-12 04:30:00,86.71,33.882,37.882,29.28 -2020-06-12 04:45:00,88.82,33.51,37.882,29.28 -2020-06-12 05:00:00,89.4,50.383,40.777,29.28 -2020-06-12 05:15:00,93.53,63.548,40.777,29.28 -2020-06-12 05:30:00,98.42,54.953,40.777,29.28 -2020-06-12 05:45:00,98.91,50.955,40.777,29.28 -2020-06-12 06:00:00,102.82,52.763000000000005,55.528,29.28 -2020-06-12 06:15:00,102.95,53.437,55.528,29.28 -2020-06-12 06:30:00,110.8,51.111999999999995,55.528,29.28 -2020-06-12 06:45:00,112.79,51.744,55.528,29.28 -2020-06-12 07:00:00,116.91,53.201,67.749,29.28 -2020-06-12 07:15:00,107.11,53.821000000000005,67.749,29.28 -2020-06-12 07:30:00,104.05,49.117,67.749,29.28 -2020-06-12 07:45:00,103.9,48.068999999999996,67.749,29.28 -2020-06-12 08:00:00,106.28,46.215,57.55,29.28 -2020-06-12 08:15:00,102.7,49.07,57.55,29.28 -2020-06-12 08:30:00,109.84,48.847,57.55,29.28 -2020-06-12 08:45:00,110.15,50.713,57.55,29.28 -2020-06-12 09:00:00,108.4,44.169,52.588,29.28 -2020-06-12 09:15:00,103.04,44.977,52.588,29.28 -2020-06-12 09:30:00,109.97,47.66,52.588,29.28 -2020-06-12 09:45:00,108.51,50.403999999999996,52.588,29.28 -2020-06-12 10:00:00,107.23,45.416000000000004,49.772,29.28 -2020-06-12 10:15:00,105.95,46.98,49.772,29.28 -2020-06-12 10:30:00,114.2,47.611999999999995,49.772,29.28 -2020-06-12 10:45:00,115.09,49.004,49.772,29.28 -2020-06-12 11:00:00,112.1,44.768,49.226000000000006,29.28 -2020-06-12 11:15:00,107.96,44.983999999999995,49.226000000000006,29.28 -2020-06-12 11:30:00,105.26,46.276,49.226000000000006,29.28 -2020-06-12 11:45:00,103.17,47.152,49.226000000000006,29.28 -2020-06-12 12:00:00,101.7,43.861000000000004,45.705,29.28 -2020-06-12 12:15:00,103.75,43.108999999999995,45.705,29.28 -2020-06-12 12:30:00,102.31,42.221000000000004,45.705,29.28 -2020-06-12 12:45:00,102.28,43.075,45.705,29.28 -2020-06-12 13:00:00,98.03,44.407,43.133,29.28 -2020-06-12 13:15:00,98.2,45.735,43.133,29.28 -2020-06-12 13:30:00,97.7,44.833999999999996,43.133,29.28 -2020-06-12 13:45:00,99.86,43.71,43.133,29.28 -2020-06-12 14:00:00,100.43,44.925,41.989,29.28 -2020-06-12 14:15:00,103.53,43.963,41.989,29.28 -2020-06-12 14:30:00,105.57,44.29600000000001,41.989,29.28 -2020-06-12 14:45:00,108.6,44.278999999999996,41.989,29.28 -2020-06-12 15:00:00,107.88,45.821999999999996,43.728,29.28 -2020-06-12 15:15:00,108.67,43.114,43.728,29.28 -2020-06-12 15:30:00,108.56,40.613,43.728,29.28 -2020-06-12 15:45:00,108.51,39.143,43.728,29.28 -2020-06-12 16:00:00,107.02,40.894,45.93899999999999,29.28 -2020-06-12 16:15:00,107.22,40.931,45.93899999999999,29.28 -2020-06-12 16:30:00,106.33,40.096,45.93899999999999,29.28 -2020-06-12 16:45:00,105.53,35.755,45.93899999999999,29.28 -2020-06-12 17:00:00,105.78,40.11,50.488,29.28 -2020-06-12 17:15:00,104.46,39.942,50.488,29.28 -2020-06-12 17:30:00,104.33,39.343,50.488,29.28 -2020-06-12 17:45:00,106.02,37.482,50.488,29.28 -2020-06-12 18:00:00,104.89,39.993,52.408,29.28 -2020-06-12 18:15:00,103.14,39.260999999999996,52.408,29.28 -2020-06-12 18:30:00,102.14,36.836999999999996,52.408,29.28 -2020-06-12 18:45:00,101.78,41.63,52.408,29.28 -2020-06-12 19:00:00,98.46,43.586999999999996,52.736000000000004,29.28 -2020-06-12 19:15:00,94.32,43.331,52.736000000000004,29.28 -2020-06-12 19:30:00,94.61,42.503,52.736000000000004,29.28 -2020-06-12 19:45:00,91.52,41.763999999999996,52.736000000000004,29.28 -2020-06-12 20:00:00,89.27,40.058,59.68,29.28 -2020-06-12 20:15:00,91.99,40.582,59.68,29.28 -2020-06-12 20:30:00,88.8,40.359,59.68,29.28 -2020-06-12 20:45:00,88.94,40.238,59.68,29.28 -2020-06-12 21:00:00,86.4,39.718,54.343999999999994,29.28 -2020-06-12 21:15:00,85.82,43.148,54.343999999999994,29.28 -2020-06-12 21:30:00,83.13,43.888999999999996,54.343999999999994,29.28 -2020-06-12 21:45:00,84.05,45.218,54.343999999999994,29.28 -2020-06-12 22:00:00,77.72,42.698,49.672,29.28 -2020-06-12 22:15:00,77.94,44.105,49.672,29.28 -2020-06-12 22:30:00,74.99,43.566,49.672,29.28 -2020-06-12 22:45:00,76.11,41.47,49.672,29.28 -2020-06-12 23:00:00,70.24,38.516,42.065,29.28 -2020-06-12 23:15:00,69.98,35.275999999999996,42.065,29.28 -2020-06-12 23:30:00,69.72,32.342,42.065,29.28 -2020-06-12 23:45:00,69.07,31.518,42.065,29.28 -2020-06-13 00:00:00,64.84,25.0,38.829,29.17 -2020-06-13 00:15:00,66.33,24.767,38.829,29.17 -2020-06-13 00:30:00,65.93,23.649,38.829,29.17 -2020-06-13 00:45:00,64.97,22.844,38.829,29.17 -2020-06-13 01:00:00,64.06,22.574,34.63,29.17 -2020-06-13 01:15:00,64.21,21.715,34.63,29.17 -2020-06-13 01:30:00,62.98,19.908,34.63,29.17 -2020-06-13 01:45:00,63.23,20.326,34.63,29.17 -2020-06-13 02:00:00,62.58,19.86,32.465,29.17 -2020-06-13 02:15:00,62.35,17.509,32.465,29.17 -2020-06-13 02:30:00,62.98,19.667,32.465,29.17 -2020-06-13 02:45:00,62.07,20.549,32.465,29.17 -2020-06-13 03:00:00,63.84,21.636999999999997,31.925,29.17 -2020-06-13 03:15:00,70.97,18.439,31.925,29.17 -2020-06-13 03:30:00,65.1,17.679000000000002,31.925,29.17 -2020-06-13 03:45:00,63.54,19.415,31.925,29.17 -2020-06-13 04:00:00,61.45,24.273000000000003,31.309,29.17 -2020-06-13 04:15:00,69.01,29.947,31.309,29.17 -2020-06-13 04:30:00,69.89,26.381,31.309,29.17 -2020-06-13 04:45:00,70.47,26.219,31.309,29.17 -2020-06-13 05:00:00,64.5,33.701,30.323,29.17 -2020-06-13 05:15:00,66.69,34.52,30.323,29.17 -2020-06-13 05:30:00,66.77,27.484,30.323,29.17 -2020-06-13 05:45:00,69.87,28.311999999999998,30.323,29.17 -2020-06-13 06:00:00,75.11,42.504,31.438000000000002,29.17 -2020-06-13 06:15:00,75.75,52.11600000000001,31.438000000000002,29.17 -2020-06-13 06:30:00,84.06,46.602,31.438000000000002,29.17 -2020-06-13 06:45:00,87.29,43.371,31.438000000000002,29.17 -2020-06-13 07:00:00,86.33,43.028,34.891999999999996,29.17 -2020-06-13 07:15:00,87.6,42.312,34.891999999999996,29.17 -2020-06-13 07:30:00,90.91,39.294000000000004,34.891999999999996,29.17 -2020-06-13 07:45:00,93.57,39.534,34.891999999999996,29.17 -2020-06-13 08:00:00,94.56,38.69,39.608000000000004,29.17 -2020-06-13 08:15:00,92.12,41.727,39.608000000000004,29.17 -2020-06-13 08:30:00,96.32,41.638999999999996,39.608000000000004,29.17 -2020-06-13 08:45:00,97.62,44.715,39.608000000000004,29.17 -2020-06-13 09:00:00,91.24,41.26,40.894,29.17 -2020-06-13 09:15:00,87.74,42.605,40.894,29.17 -2020-06-13 09:30:00,87.68,45.849,40.894,29.17 -2020-06-13 09:45:00,84.6,48.202,40.894,29.17 -2020-06-13 10:00:00,79.46,43.803999999999995,39.525,29.17 -2020-06-13 10:15:00,84.16,45.736000000000004,39.525,29.17 -2020-06-13 10:30:00,89.39,46.066,39.525,29.17 -2020-06-13 10:45:00,89.77,47.268,39.525,29.17 -2020-06-13 11:00:00,91.12,42.92,36.718,29.17 -2020-06-13 11:15:00,93.16,43.891999999999996,36.718,29.17 -2020-06-13 11:30:00,86.51,45.324,36.718,29.17 -2020-06-13 11:45:00,84.34,46.735,36.718,29.17 -2020-06-13 12:00:00,79.65,43.74,35.688,29.17 -2020-06-13 12:15:00,73.18,43.858000000000004,35.688,29.17 -2020-06-13 12:30:00,70.87,42.857,35.688,29.17 -2020-06-13 12:45:00,71.71,44.318999999999996,35.688,29.17 -2020-06-13 13:00:00,72.51,44.803000000000004,32.858000000000004,29.17 -2020-06-13 13:15:00,73.91,45.407,32.858000000000004,29.17 -2020-06-13 13:30:00,70.81,44.647,32.858000000000004,29.17 -2020-06-13 13:45:00,71.46,42.306000000000004,32.858000000000004,29.17 -2020-06-13 14:00:00,65.58,43.733000000000004,31.738000000000003,29.17 -2020-06-13 14:15:00,67.67,41.534,31.738000000000003,29.17 -2020-06-13 14:30:00,66.02,41.251000000000005,31.738000000000003,29.17 -2020-06-13 14:45:00,69.44,41.713,31.738000000000003,29.17 -2020-06-13 15:00:00,69.59,43.79,34.35,29.17 -2020-06-13 15:15:00,68.57,41.821000000000005,34.35,29.17 -2020-06-13 15:30:00,70.63,39.661,34.35,29.17 -2020-06-13 15:45:00,70.47,37.313,34.35,29.17 -2020-06-13 16:00:00,70.88,41.03,37.522,29.17 -2020-06-13 16:15:00,69.13,40.306999999999995,37.522,29.17 -2020-06-13 16:30:00,70.38,39.698,37.522,29.17 -2020-06-13 16:45:00,72.18,35.393,37.522,29.17 -2020-06-13 17:00:00,75.53,38.603,42.498000000000005,29.17 -2020-06-13 17:15:00,75.43,36.553000000000004,42.498000000000005,29.17 -2020-06-13 17:30:00,76.48,35.812,42.498000000000005,29.17 -2020-06-13 17:45:00,78.84,34.356,42.498000000000005,29.17 -2020-06-13 18:00:00,80.38,38.174,44.701,29.17 -2020-06-13 18:15:00,80.49,39.178000000000004,44.701,29.17 -2020-06-13 18:30:00,83.97,38.166,44.701,29.17 -2020-06-13 18:45:00,81.48,39.333,44.701,29.17 -2020-06-13 19:00:00,81.9,39.872,45.727,29.17 -2020-06-13 19:15:00,76.64,38.601,45.727,29.17 -2020-06-13 19:30:00,75.82,38.568000000000005,45.727,29.17 -2020-06-13 19:45:00,78.53,39.488,45.727,29.17 -2020-06-13 20:00:00,74.72,38.754,43.391000000000005,29.17 -2020-06-13 20:15:00,76.21,38.875,43.391000000000005,29.17 -2020-06-13 20:30:00,72.61,37.795,43.391000000000005,29.17 -2020-06-13 20:45:00,72.49,39.428000000000004,43.391000000000005,29.17 -2020-06-13 21:00:00,71.31,37.734,41.231,29.17 -2020-06-13 21:15:00,69.62,40.884,41.231,29.17 -2020-06-13 21:30:00,68.99,41.898999999999994,41.231,29.17 -2020-06-13 21:45:00,65.8,42.681000000000004,41.231,29.17 -2020-06-13 22:00:00,61.94,40.286,40.798,29.17 -2020-06-13 22:15:00,62.44,42.176,40.798,29.17 -2020-06-13 22:30:00,60.41,41.869,40.798,29.17 -2020-06-13 22:45:00,59.47,40.296,40.798,29.17 -2020-06-13 23:00:00,56.53,36.909,34.402,29.17 -2020-06-13 23:15:00,56.79,33.949,34.402,29.17 -2020-06-13 23:30:00,56.94,33.191,34.402,29.17 -2020-06-13 23:45:00,56.32,32.468,34.402,29.17 -2020-06-14 00:00:00,52.28,26.233,30.171,29.17 -2020-06-14 00:15:00,53.6,24.875,30.171,29.17 -2020-06-14 00:30:00,49.61,23.584,30.171,29.17 -2020-06-14 00:45:00,51.87,22.745,30.171,29.17 -2020-06-14 01:00:00,50.13,22.730999999999998,27.15,29.17 -2020-06-14 01:15:00,51.9,21.837,27.15,29.17 -2020-06-14 01:30:00,50.98,19.942999999999998,27.15,29.17 -2020-06-14 01:45:00,51.2,19.963,27.15,29.17 -2020-06-14 02:00:00,49.19,19.500999999999998,25.403000000000002,29.17 -2020-06-14 02:15:00,49.45,17.74,25.403000000000002,29.17 -2020-06-14 02:30:00,46.81,20.155,25.403000000000002,29.17 -2020-06-14 02:45:00,49.86,20.811,25.403000000000002,29.17 -2020-06-14 03:00:00,48.72,22.546999999999997,23.386999999999997,29.17 -2020-06-14 03:15:00,49.41,19.547,23.386999999999997,29.17 -2020-06-14 03:30:00,49.29,18.229,23.386999999999997,29.17 -2020-06-14 03:45:00,48.21,19.223,23.386999999999997,29.17 -2020-06-14 04:00:00,46.3,23.975,23.941999999999997,29.17 -2020-06-14 04:15:00,49.49,29.096999999999998,23.941999999999997,29.17 -2020-06-14 04:30:00,49.02,26.796999999999997,23.941999999999997,29.17 -2020-06-14 04:45:00,51.15,26.214000000000002,23.941999999999997,29.17 -2020-06-14 05:00:00,52.15,33.439,23.026,29.17 -2020-06-14 05:15:00,52.37,33.179,23.026,29.17 -2020-06-14 05:30:00,51.73,25.811,23.026,29.17 -2020-06-14 05:45:00,51.3,26.45,23.026,29.17 -2020-06-14 06:00:00,55.97,38.391,23.223000000000003,29.17 -2020-06-14 06:15:00,56.52,48.623999999999995,23.223000000000003,29.17 -2020-06-14 06:30:00,57.52,42.369,23.223000000000003,29.17 -2020-06-14 06:45:00,56.72,38.123000000000005,23.223000000000003,29.17 -2020-06-14 07:00:00,58.51,38.266999999999996,24.968000000000004,29.17 -2020-06-14 07:15:00,64.2,35.931999999999995,24.968000000000004,29.17 -2020-06-14 07:30:00,64.55,34.004,24.968000000000004,29.17 -2020-06-14 07:45:00,59.52,34.175,24.968000000000004,29.17 -2020-06-14 08:00:00,60.05,34.224000000000004,29.131,29.17 -2020-06-14 08:15:00,60.54,38.406,29.131,29.17 -2020-06-14 08:30:00,59.86,39.29,29.131,29.17 -2020-06-14 08:45:00,59.75,42.483999999999995,29.131,29.17 -2020-06-14 09:00:00,55.4,38.879,29.904,29.17 -2020-06-14 09:15:00,59.64,39.813,29.904,29.17 -2020-06-14 09:30:00,58.18,43.45,29.904,29.17 -2020-06-14 09:45:00,60.74,46.76,29.904,29.17 -2020-06-14 10:00:00,65.21,43.11600000000001,28.943,29.17 -2020-06-14 10:15:00,69.62,45.239,28.943,29.17 -2020-06-14 10:30:00,76.14,45.839,28.943,29.17 -2020-06-14 10:45:00,76.23,47.826,28.943,29.17 -2020-06-14 11:00:00,72.62,43.235,31.682,29.17 -2020-06-14 11:15:00,66.42,43.803999999999995,31.682,29.17 -2020-06-14 11:30:00,63.36,45.636,31.682,29.17 -2020-06-14 11:45:00,64.54,47.348,31.682,29.17 -2020-06-14 12:00:00,58.01,45.331,27.315,29.17 -2020-06-14 12:15:00,62.22,45.035,27.315,29.17 -2020-06-14 12:30:00,67.96,44.08,27.315,29.17 -2020-06-14 12:45:00,72.55,44.851000000000006,27.315,29.17 -2020-06-14 13:00:00,70.76,44.978,23.894000000000002,29.17 -2020-06-14 13:15:00,65.86,45.318000000000005,23.894000000000002,29.17 -2020-06-14 13:30:00,52.16,43.497,23.894000000000002,29.17 -2020-06-14 13:45:00,56.73,42.155,23.894000000000002,29.17 -2020-06-14 14:00:00,56.02,44.756,21.148000000000003,29.17 -2020-06-14 14:15:00,58.16,43.071999999999996,21.148000000000003,29.17 -2020-06-14 14:30:00,59.65,41.708999999999996,21.148000000000003,29.17 -2020-06-14 14:45:00,66.92,41.126999999999995,21.148000000000003,29.17 -2020-06-14 15:00:00,72.76,43.235,21.229,29.17 -2020-06-14 15:15:00,75.07,40.558,21.229,29.17 -2020-06-14 15:30:00,73.16,38.271,21.229,29.17 -2020-06-14 15:45:00,75.74,36.243,21.229,29.17 -2020-06-14 16:00:00,74.37,38.602,25.037,29.17 -2020-06-14 16:15:00,75.85,38.010999999999996,25.037,29.17 -2020-06-14 16:30:00,76.68,38.395,25.037,29.17 -2020-06-14 16:45:00,79.86,34.135,25.037,29.17 -2020-06-14 17:00:00,80.06,37.714,37.11,29.17 -2020-06-14 17:15:00,75.98,37.064,37.11,29.17 -2020-06-14 17:30:00,76.02,37.105,37.11,29.17 -2020-06-14 17:45:00,75.92,36.233000000000004,37.11,29.17 -2020-06-14 18:00:00,79.59,40.564,42.215,29.17 -2020-06-14 18:15:00,78.09,41.273999999999994,42.215,29.17 -2020-06-14 18:30:00,79.69,39.839,42.215,29.17 -2020-06-14 18:45:00,80.19,41.276,42.215,29.17 -2020-06-14 19:00:00,81.77,43.848,44.383,29.17 -2020-06-14 19:15:00,78.54,41.562,44.383,29.17 -2020-06-14 19:30:00,77.06,41.271,44.383,29.17 -2020-06-14 19:45:00,76.9,41.873999999999995,44.383,29.17 -2020-06-14 20:00:00,77.81,41.295,43.426,29.17 -2020-06-14 20:15:00,77.47,41.37,43.426,29.17 -2020-06-14 20:30:00,78.68,41.177,43.426,29.17 -2020-06-14 20:45:00,80.51,41.136,43.426,29.17 -2020-06-14 21:00:00,78.65,39.095,42.265,29.17 -2020-06-14 21:15:00,80.2,41.913999999999994,42.265,29.17 -2020-06-14 21:30:00,77.65,42.313,42.265,29.17 -2020-06-14 21:45:00,77.23,43.458,42.265,29.17 -2020-06-14 22:00:00,72.55,42.913999999999994,42.26,29.17 -2020-06-14 22:15:00,73.29,43.146,42.26,29.17 -2020-06-14 22:30:00,72.39,42.07899999999999,42.26,29.17 -2020-06-14 22:45:00,72.99,39.211,42.26,29.17 -2020-06-14 23:00:00,66.65,35.281,36.609,29.17 -2020-06-14 23:15:00,66.5,33.724000000000004,36.609,29.17 -2020-06-14 23:30:00,66.47,32.531,36.609,29.17 -2020-06-14 23:45:00,66.58,32.023,36.609,29.17 -2020-06-15 00:00:00,63.68,27.921999999999997,34.611,29.28 -2020-06-15 00:15:00,66.57,27.576,34.611,29.28 -2020-06-15 00:30:00,66.22,25.934,34.611,29.28 -2020-06-15 00:45:00,67.82,24.68,34.611,29.28 -2020-06-15 01:00:00,66.38,25.049,33.552,29.28 -2020-06-15 01:15:00,63.83,24.105,33.552,29.28 -2020-06-15 01:30:00,65.85,22.554000000000002,33.552,29.28 -2020-06-15 01:45:00,63.4,22.485,33.552,29.28 -2020-06-15 02:00:00,64.21,22.454,32.351,29.28 -2020-06-15 02:15:00,65.04,19.855,32.351,29.28 -2020-06-15 02:30:00,65.8,22.451,32.351,29.28 -2020-06-15 02:45:00,71.81,22.92,32.351,29.28 -2020-06-15 03:00:00,71.74,25.247,30.793000000000003,29.28 -2020-06-15 03:15:00,73.07,23.074,30.793000000000003,29.28 -2020-06-15 03:30:00,67.77,22.386999999999997,30.793000000000003,29.28 -2020-06-15 03:45:00,68.94,22.915,30.793000000000003,29.28 -2020-06-15 04:00:00,70.83,30.949,31.274,29.28 -2020-06-15 04:15:00,72.74,39.173,31.274,29.28 -2020-06-15 04:30:00,76.76,36.596,31.274,29.28 -2020-06-15 04:45:00,82.08,36.376999999999995,31.274,29.28 -2020-06-15 05:00:00,88.23,51.6,37.75,29.28 -2020-06-15 05:15:00,92.27,62.74100000000001,37.75,29.28 -2020-06-15 05:30:00,94.48,53.993,37.75,29.28 -2020-06-15 05:45:00,97.09,51.272,37.75,29.28 -2020-06-15 06:00:00,102.24,51.938,55.36,29.28 -2020-06-15 06:15:00,111.18,52.23,55.36,29.28 -2020-06-15 06:30:00,115.52,50.466,55.36,29.28 -2020-06-15 06:45:00,117.34,52.028,55.36,29.28 -2020-06-15 07:00:00,115.83,52.782,65.87,29.28 -2020-06-15 07:15:00,114.27,52.74100000000001,65.87,29.28 -2020-06-15 07:30:00,122.7,49.918,65.87,29.28 -2020-06-15 07:45:00,120.92,50.178999999999995,65.87,29.28 -2020-06-15 08:00:00,119.84,47.783,55.695,29.28 -2020-06-15 08:15:00,111.36,50.665,55.695,29.28 -2020-06-15 08:30:00,110.75,50.261,55.695,29.28 -2020-06-15 08:45:00,113.47,53.36,55.695,29.28 -2020-06-15 09:00:00,117.2,48.68899999999999,50.881,29.28 -2020-06-15 09:15:00,116.73,47.618,50.881,29.28 -2020-06-15 09:30:00,110.25,50.285,50.881,29.28 -2020-06-15 09:45:00,118.14,51.467,50.881,29.28 -2020-06-15 10:00:00,117.56,48.161,49.138000000000005,29.28 -2020-06-15 10:15:00,114.82,50.128,49.138000000000005,29.28 -2020-06-15 10:30:00,113.15,50.214,49.138000000000005,29.28 -2020-06-15 10:45:00,110.62,50.78,49.138000000000005,29.28 -2020-06-15 11:00:00,110.55,46.151,49.178000000000004,29.28 -2020-06-15 11:15:00,113.2,47.161,49.178000000000004,29.28 -2020-06-15 11:30:00,114.7,49.771,49.178000000000004,29.28 -2020-06-15 11:45:00,107.65,51.922,49.178000000000004,29.28 -2020-06-15 12:00:00,103.58,48.492,47.698,29.28 -2020-06-15 12:15:00,100.76,48.303000000000004,47.698,29.28 -2020-06-15 12:30:00,98.31,46.336000000000006,47.698,29.28 -2020-06-15 12:45:00,100.35,47.248000000000005,47.698,29.28 -2020-06-15 13:00:00,98.72,48.282,48.104,29.28 -2020-06-15 13:15:00,97.1,47.658,48.104,29.28 -2020-06-15 13:30:00,98.57,45.958,48.104,29.28 -2020-06-15 13:45:00,100.45,45.47,48.104,29.28 -2020-06-15 14:00:00,109.23,47.168,48.53,29.28 -2020-06-15 14:15:00,107.1,45.983999999999995,48.53,29.28 -2020-06-15 14:30:00,105.45,44.391000000000005,48.53,29.28 -2020-06-15 14:45:00,107.37,45.77,48.53,29.28 -2020-06-15 15:00:00,105.82,47.726000000000006,49.351000000000006,29.28 -2020-06-15 15:15:00,101.42,44.35,49.351000000000006,29.28 -2020-06-15 15:30:00,93.89,42.706,49.351000000000006,29.28 -2020-06-15 15:45:00,102.39,40.167,49.351000000000006,29.28 -2020-06-15 16:00:00,103.23,43.58,51.44,29.28 -2020-06-15 16:15:00,103.03,42.976000000000006,51.44,29.28 -2020-06-15 16:30:00,103.38,42.66,51.44,29.28 -2020-06-15 16:45:00,105.31,38.287,51.44,29.28 -2020-06-15 17:00:00,110.64,40.8,56.868,29.28 -2020-06-15 17:15:00,108.12,40.414,56.868,29.28 -2020-06-15 17:30:00,107.45,40.03,56.868,29.28 -2020-06-15 17:45:00,108.12,38.626,56.868,29.28 -2020-06-15 18:00:00,107.0,41.968,57.229,29.28 -2020-06-15 18:15:00,105.19,40.717,57.229,29.28 -2020-06-15 18:30:00,103.36,38.615,57.229,29.28 -2020-06-15 18:45:00,103.93,43.123999999999995,57.229,29.28 -2020-06-15 19:00:00,101.36,45.273,57.744,29.28 -2020-06-15 19:15:00,97.27,44.143,57.744,29.28 -2020-06-15 19:30:00,94.43,43.535,57.744,29.28 -2020-06-15 19:45:00,94.45,43.476000000000006,57.744,29.28 -2020-06-15 20:00:00,93.01,41.475,66.05199999999999,29.28 -2020-06-15 20:15:00,93.07,42.67,66.05199999999999,29.28 -2020-06-15 20:30:00,92.72,42.825,66.05199999999999,29.28 -2020-06-15 20:45:00,92.0,43.159,66.05199999999999,29.28 -2020-06-15 21:00:00,90.53,40.566,59.396,29.28 -2020-06-15 21:15:00,89.26,43.715,59.396,29.28 -2020-06-15 21:30:00,86.15,44.418,59.396,29.28 -2020-06-15 21:45:00,83.94,45.318999999999996,59.396,29.28 -2020-06-15 22:00:00,79.53,42.593999999999994,53.06,29.28 -2020-06-15 22:15:00,79.12,44.623999999999995,53.06,29.28 -2020-06-15 22:30:00,76.82,38.604,53.06,29.28 -2020-06-15 22:45:00,77.6,35.296,53.06,29.28 -2020-06-15 23:00:00,71.23,31.458000000000002,46.148,29.28 -2020-06-15 23:15:00,71.79,28.58,46.148,29.28 -2020-06-15 23:30:00,73.2,27.590999999999998,46.148,29.28 -2020-06-15 23:45:00,71.26,26.781,46.148,29.28 -2020-06-16 00:00:00,68.96,24.359,44.625,29.28 -2020-06-16 00:15:00,69.29,25.055999999999997,44.625,29.28 -2020-06-16 00:30:00,68.44,23.929000000000002,44.625,29.28 -2020-06-16 00:45:00,68.79,23.45,44.625,29.28 -2020-06-16 01:00:00,66.84,23.256,41.733000000000004,29.28 -2020-06-16 01:15:00,68.54,22.443,41.733000000000004,29.28 -2020-06-16 01:30:00,67.64,20.79,41.733000000000004,29.28 -2020-06-16 01:45:00,68.65,20.428,41.733000000000004,29.28 -2020-06-16 02:00:00,68.14,19.965999999999998,39.872,29.28 -2020-06-16 02:15:00,67.92,18.408,39.872,29.28 -2020-06-16 02:30:00,67.69,20.671999999999997,39.872,29.28 -2020-06-16 02:45:00,68.5,21.430999999999997,39.872,29.28 -2020-06-16 03:00:00,68.84,23.045,38.711,29.28 -2020-06-16 03:15:00,70.43,21.794,38.711,29.28 -2020-06-16 03:30:00,71.46,21.061999999999998,38.711,29.28 -2020-06-16 03:45:00,71.24,20.377,38.711,29.28 -2020-06-16 04:00:00,78.78,26.963,39.823,29.28 -2020-06-16 04:15:00,83.37,34.927,39.823,29.28 -2020-06-16 04:30:00,86.33,32.236999999999995,39.823,29.28 -2020-06-16 04:45:00,84.83,32.514,39.823,29.28 -2020-06-16 05:00:00,89.13,48.638999999999996,43.228,29.28 -2020-06-16 05:15:00,95.5,59.591,43.228,29.28 -2020-06-16 05:30:00,102.96,51.088,43.228,29.28 -2020-06-16 05:45:00,106.21,47.806999999999995,43.228,29.28 -2020-06-16 06:00:00,110.04,49.923,54.316,29.28 -2020-06-16 06:15:00,106.31,50.313,54.316,29.28 -2020-06-16 06:30:00,112.22,48.407,54.316,29.28 -2020-06-16 06:45:00,116.7,49.299,54.316,29.28 -2020-06-16 07:00:00,118.4,50.067,65.758,29.28 -2020-06-16 07:15:00,114.45,49.853,65.758,29.28 -2020-06-16 07:30:00,120.01,47.098,65.758,29.28 -2020-06-16 07:45:00,121.47,46.503,65.758,29.28 -2020-06-16 08:00:00,122.52,43.562,57.983000000000004,29.28 -2020-06-16 08:15:00,120.87,46.042,57.983000000000004,29.28 -2020-06-16 08:30:00,119.62,46.19,57.983000000000004,29.28 -2020-06-16 08:45:00,120.59,48.538000000000004,57.983000000000004,29.28 -2020-06-16 09:00:00,119.48,43.669,52.653,29.28 -2020-06-16 09:15:00,115.43,42.684,52.653,29.28 -2020-06-16 09:30:00,115.25,46.261,52.653,29.28 -2020-06-16 09:45:00,119.15,48.981,52.653,29.28 -2020-06-16 10:00:00,124.46,43.623000000000005,51.408,29.28 -2020-06-16 10:15:00,124.81,45.39,51.408,29.28 -2020-06-16 10:30:00,116.98,45.55,51.408,29.28 -2020-06-16 10:45:00,119.25,47.229,51.408,29.28 -2020-06-16 11:00:00,119.52,43.428000000000004,51.913000000000004,29.28 -2020-06-16 11:15:00,106.77,44.788000000000004,51.913000000000004,29.28 -2020-06-16 11:30:00,105.75,46.257,51.913000000000004,29.28 -2020-06-16 11:45:00,111.19,48.073,51.913000000000004,29.28 -2020-06-16 12:00:00,110.92,44.413000000000004,49.508,29.28 -2020-06-16 12:15:00,110.35,44.346000000000004,49.508,29.28 -2020-06-16 12:30:00,105.59,43.29,49.508,29.28 -2020-06-16 12:45:00,115.07,44.753,49.508,29.28 -2020-06-16 13:00:00,112.54,45.398,50.007,29.28 -2020-06-16 13:15:00,111.53,46.568999999999996,50.007,29.28 -2020-06-16 13:30:00,107.86,44.854,50.007,29.28 -2020-06-16 13:45:00,113.1,43.668,50.007,29.28 -2020-06-16 14:00:00,111.48,45.714,49.778999999999996,29.28 -2020-06-16 14:15:00,108.96,44.407,49.778999999999996,29.28 -2020-06-16 14:30:00,105.74,43.292,49.778999999999996,29.28 -2020-06-16 14:45:00,106.26,43.869,49.778999999999996,29.28 -2020-06-16 15:00:00,102.33,45.617,51.559,29.28 -2020-06-16 15:15:00,103.42,43.174,51.559,29.28 -2020-06-16 15:30:00,111.85,41.39,51.559,29.28 -2020-06-16 15:45:00,116.04,39.3,51.559,29.28 -2020-06-16 16:00:00,111.53,42.037,53.531000000000006,29.28 -2020-06-16 16:15:00,109.87,41.598,53.531000000000006,29.28 -2020-06-16 16:30:00,107.38,40.802,53.531000000000006,29.28 -2020-06-16 16:45:00,111.98,37.24,53.531000000000006,29.28 -2020-06-16 17:00:00,113.93,40.24,59.497,29.28 -2020-06-16 17:15:00,112.65,40.22,59.497,29.28 -2020-06-16 17:30:00,108.82,39.359,59.497,29.28 -2020-06-16 17:45:00,114.35,37.766,59.497,29.28 -2020-06-16 18:00:00,115.88,40.343,59.861999999999995,29.28 -2020-06-16 18:15:00,116.48,40.538000000000004,59.861999999999995,29.28 -2020-06-16 18:30:00,107.47,38.215,59.861999999999995,29.28 -2020-06-16 18:45:00,107.61,42.318000000000005,59.861999999999995,29.28 -2020-06-16 19:00:00,111.62,42.979,60.989,29.28 -2020-06-16 19:15:00,106.07,42.001000000000005,60.989,29.28 -2020-06-16 19:30:00,102.41,41.065,60.989,29.28 -2020-06-16 19:45:00,95.32,41.147,60.989,29.28 -2020-06-16 20:00:00,92.13,38.826,68.35600000000001,29.28 -2020-06-16 20:15:00,94.97,38.798,68.35600000000001,29.28 -2020-06-16 20:30:00,91.06,39.229,68.35600000000001,29.28 -2020-06-16 20:45:00,94.21,39.921,68.35600000000001,29.28 -2020-06-16 21:00:00,89.7,38.23,59.251000000000005,29.28 -2020-06-16 21:15:00,89.12,40.126999999999995,59.251000000000005,29.28 -2020-06-16 21:30:00,86.59,41.136,59.251000000000005,29.28 -2020-06-16 21:45:00,85.8,42.263999999999996,59.251000000000005,29.28 -2020-06-16 22:00:00,81.71,39.696,54.736999999999995,29.28 -2020-06-16 22:15:00,82.26,41.648,54.736999999999995,29.28 -2020-06-16 22:30:00,79.77,36.277,54.736999999999995,29.28 -2020-06-16 22:45:00,81.67,32.983000000000004,54.736999999999995,29.28 -2020-06-16 23:00:00,74.51,28.76,46.806999999999995,29.28 -2020-06-16 23:15:00,74.79,27.148000000000003,46.806999999999995,29.28 -2020-06-16 23:30:00,82.15,25.996,46.806999999999995,29.28 -2020-06-16 23:45:00,74.96,25.283,46.806999999999995,29.28 -2020-06-17 00:00:00,70.38,24.259,43.824,29.28 -2020-06-17 00:15:00,71.92,24.956,43.824,29.28 -2020-06-17 00:30:00,70.72,23.831999999999997,43.824,29.28 -2020-06-17 00:45:00,71.52,23.358,43.824,29.28 -2020-06-17 01:00:00,69.75,23.180999999999997,39.86,29.28 -2020-06-17 01:15:00,70.66,22.351999999999997,39.86,29.28 -2020-06-17 01:30:00,70.25,20.694000000000003,39.86,29.28 -2020-06-17 01:45:00,70.36,20.323,39.86,29.28 -2020-06-17 02:00:00,69.85,19.865,37.931999999999995,29.28 -2020-06-17 02:15:00,69.97,18.305999999999997,37.931999999999995,29.28 -2020-06-17 02:30:00,77.19,20.566,37.931999999999995,29.28 -2020-06-17 02:45:00,79.52,21.33,37.931999999999995,29.28 -2020-06-17 03:00:00,75.47,22.943,37.579,29.28 -2020-06-17 03:15:00,71.44,21.693,37.579,29.28 -2020-06-17 03:30:00,73.65,20.968000000000004,37.579,29.28 -2020-06-17 03:45:00,74.61,20.305,37.579,29.28 -2020-06-17 04:00:00,75.19,26.839000000000002,37.931999999999995,29.28 -2020-06-17 04:15:00,77.28,34.758,37.931999999999995,29.28 -2020-06-17 04:30:00,80.23,32.056,37.931999999999995,29.28 -2020-06-17 04:45:00,86.39,32.33,37.931999999999995,29.28 -2020-06-17 05:00:00,92.75,48.354,40.942,29.28 -2020-06-17 05:15:00,94.78,59.178000000000004,40.942,29.28 -2020-06-17 05:30:00,102.45,50.743,40.942,29.28 -2020-06-17 05:45:00,103.25,47.508,40.942,29.28 -2020-06-17 06:00:00,109.39,49.636,56.516999999999996,29.28 -2020-06-17 06:15:00,108.76,50.011,56.516999999999996,29.28 -2020-06-17 06:30:00,106.58,48.129,56.516999999999996,29.28 -2020-06-17 06:45:00,115.87,49.049,56.516999999999996,29.28 -2020-06-17 07:00:00,120.05,49.805,71.707,29.28 -2020-06-17 07:15:00,118.84,49.608999999999995,71.707,29.28 -2020-06-17 07:30:00,112.36,46.847,71.707,29.28 -2020-06-17 07:45:00,116.82,46.285,71.707,29.28 -2020-06-17 08:00:00,118.62,43.354,61.17,29.28 -2020-06-17 08:15:00,120.54,45.867,61.17,29.28 -2020-06-17 08:30:00,112.25,46.007,61.17,29.28 -2020-06-17 08:45:00,110.41,48.36,61.17,29.28 -2020-06-17 09:00:00,112.65,43.483999999999995,57.282,29.28 -2020-06-17 09:15:00,116.01,42.503,57.282,29.28 -2020-06-17 09:30:00,115.28,46.07899999999999,57.282,29.28 -2020-06-17 09:45:00,117.39,48.817,57.282,29.28 -2020-06-17 10:00:00,119.51,43.468,54.026,29.28 -2020-06-17 10:15:00,118.12,45.247,54.026,29.28 -2020-06-17 10:30:00,115.99,45.409,54.026,29.28 -2020-06-17 10:45:00,112.31,47.093999999999994,54.026,29.28 -2020-06-17 11:00:00,117.86,43.288999999999994,54.277,29.28 -2020-06-17 11:15:00,118.81,44.655,54.277,29.28 -2020-06-17 11:30:00,112.48,46.113,54.277,29.28 -2020-06-17 11:45:00,106.68,47.93,54.277,29.28 -2020-06-17 12:00:00,107.8,44.3,52.552,29.28 -2020-06-17 12:15:00,109.75,44.235,52.552,29.28 -2020-06-17 12:30:00,109.97,43.158,52.552,29.28 -2020-06-17 12:45:00,106.0,44.623000000000005,52.552,29.28 -2020-06-17 13:00:00,99.76,45.25899999999999,52.111999999999995,29.28 -2020-06-17 13:15:00,101.66,46.431999999999995,52.111999999999995,29.28 -2020-06-17 13:30:00,106.4,44.727,52.111999999999995,29.28 -2020-06-17 13:45:00,109.32,43.545,52.111999999999995,29.28 -2020-06-17 14:00:00,108.0,45.607,52.066,29.28 -2020-06-17 14:15:00,102.64,44.297,52.066,29.28 -2020-06-17 14:30:00,105.38,43.159,52.066,29.28 -2020-06-17 14:45:00,107.65,43.742,52.066,29.28 -2020-06-17 15:00:00,106.16,45.522,52.523999999999994,29.28 -2020-06-17 15:15:00,98.78,43.071000000000005,52.523999999999994,29.28 -2020-06-17 15:30:00,97.44,41.277,52.523999999999994,29.28 -2020-06-17 15:45:00,102.09,39.176,52.523999999999994,29.28 -2020-06-17 16:00:00,102.74,41.942,54.101000000000006,29.28 -2020-06-17 16:15:00,111.61,41.501000000000005,54.101000000000006,29.28 -2020-06-17 16:30:00,112.07,40.723,54.101000000000006,29.28 -2020-06-17 16:45:00,111.13,37.138000000000005,54.101000000000006,29.28 -2020-06-17 17:00:00,107.3,40.161,58.155,29.28 -2020-06-17 17:15:00,106.07,40.135,58.155,29.28 -2020-06-17 17:30:00,109.67,39.269,58.155,29.28 -2020-06-17 17:45:00,109.22,37.658,58.155,29.28 -2020-06-17 18:00:00,115.64,40.247,60.205,29.28 -2020-06-17 18:15:00,115.65,40.415,60.205,29.28 -2020-06-17 18:30:00,112.11,38.086999999999996,60.205,29.28 -2020-06-17 18:45:00,108.54,42.19,60.205,29.28 -2020-06-17 19:00:00,111.91,42.853,61.568999999999996,29.28 -2020-06-17 19:15:00,107.65,41.867,61.568999999999996,29.28 -2020-06-17 19:30:00,104.81,40.923,61.568999999999996,29.28 -2020-06-17 19:45:00,100.79,41.0,61.568999999999996,29.28 -2020-06-17 20:00:00,95.94,38.662,68.145,29.28 -2020-06-17 20:15:00,95.76,38.63,68.145,29.28 -2020-06-17 20:30:00,95.13,39.07,68.145,29.28 -2020-06-17 20:45:00,95.74,39.789,68.145,29.28 -2020-06-17 21:00:00,93.35,38.104,59.696000000000005,29.28 -2020-06-17 21:15:00,92.86,40.008,59.696000000000005,29.28 -2020-06-17 21:30:00,90.82,40.994,59.696000000000005,29.28 -2020-06-17 21:45:00,88.68,42.13,59.696000000000005,29.28 -2020-06-17 22:00:00,84.2,39.58,54.861999999999995,29.28 -2020-06-17 22:15:00,84.82,41.541000000000004,54.861999999999995,29.28 -2020-06-17 22:30:00,81.78,36.164,54.861999999999995,29.28 -2020-06-17 22:45:00,80.67,32.86,54.861999999999995,29.28 -2020-06-17 23:00:00,74.94,28.62,45.568000000000005,29.28 -2020-06-17 23:15:00,76.51,27.043000000000003,45.568000000000005,29.28 -2020-06-17 23:30:00,75.84,25.903000000000002,45.568000000000005,29.28 -2020-06-17 23:45:00,75.6,25.178,45.568000000000005,29.28 -2020-06-18 00:00:00,73.4,24.163,40.181,29.28 -2020-06-18 00:15:00,72.87,24.86,40.181,29.28 -2020-06-18 00:30:00,72.34,23.739,40.181,29.28 -2020-06-18 00:45:00,73.84,23.271,40.181,29.28 -2020-06-18 01:00:00,71.31,23.109,38.296,29.28 -2020-06-18 01:15:00,72.98,22.264,38.296,29.28 -2020-06-18 01:30:00,73.12,20.601999999999997,38.296,29.28 -2020-06-18 01:45:00,72.86,20.224,38.296,29.28 -2020-06-18 02:00:00,72.69,19.769000000000002,36.575,29.28 -2020-06-18 02:15:00,73.69,18.209,36.575,29.28 -2020-06-18 02:30:00,80.7,20.464000000000002,36.575,29.28 -2020-06-18 02:45:00,81.54,21.235,36.575,29.28 -2020-06-18 03:00:00,76.54,22.845,36.394,29.28 -2020-06-18 03:15:00,74.22,21.598000000000003,36.394,29.28 -2020-06-18 03:30:00,74.27,20.877,36.394,29.28 -2020-06-18 03:45:00,75.37,20.236,36.394,29.28 -2020-06-18 04:00:00,78.58,26.719,37.207,29.28 -2020-06-18 04:15:00,77.79,34.595,37.207,29.28 -2020-06-18 04:30:00,81.29,31.881,37.207,29.28 -2020-06-18 04:45:00,87.9,32.150999999999996,37.207,29.28 -2020-06-18 05:00:00,91.79,48.077,40.713,29.28 -2020-06-18 05:15:00,94.18,58.776,40.713,29.28 -2020-06-18 05:30:00,102.83,50.407,40.713,29.28 -2020-06-18 05:45:00,105.92,47.218999999999994,40.713,29.28 -2020-06-18 06:00:00,112.75,49.357,50.952,29.28 -2020-06-18 06:15:00,110.24,49.718999999999994,50.952,29.28 -2020-06-18 06:30:00,106.85,47.858000000000004,50.952,29.28 -2020-06-18 06:45:00,108.84,48.808,50.952,29.28 -2020-06-18 07:00:00,116.96,49.552,64.88,29.28 -2020-06-18 07:15:00,117.84,49.375,64.88,29.28 -2020-06-18 07:30:00,118.78,46.605,64.88,29.28 -2020-06-18 07:45:00,110.21,46.077,64.88,29.28 -2020-06-18 08:00:00,112.37,43.156000000000006,55.133,29.28 -2020-06-18 08:15:00,120.59,45.7,55.133,29.28 -2020-06-18 08:30:00,116.62,45.832,55.133,29.28 -2020-06-18 08:45:00,113.88,48.188,55.133,29.28 -2020-06-18 09:00:00,111.01,43.306000000000004,48.912,29.28 -2020-06-18 09:15:00,116.08,42.32899999999999,48.912,29.28 -2020-06-18 09:30:00,116.1,45.903999999999996,48.912,29.28 -2020-06-18 09:45:00,110.88,48.659,48.912,29.28 -2020-06-18 10:00:00,111.72,43.321000000000005,45.968999999999994,29.28 -2020-06-18 10:15:00,116.87,45.11,45.968999999999994,29.28 -2020-06-18 10:30:00,119.29,45.273999999999994,45.968999999999994,29.28 -2020-06-18 10:45:00,117.36,46.965,45.968999999999994,29.28 -2020-06-18 11:00:00,115.58,43.156000000000006,44.067,29.28 -2020-06-18 11:15:00,108.97,44.528,44.067,29.28 -2020-06-18 11:30:00,104.55,45.975,44.067,29.28 -2020-06-18 11:45:00,104.96,47.792,44.067,29.28 -2020-06-18 12:00:00,117.07,44.193000000000005,41.501000000000005,29.28 -2020-06-18 12:15:00,118.98,44.129,41.501000000000005,29.28 -2020-06-18 12:30:00,111.45,43.032,41.501000000000005,29.28 -2020-06-18 12:45:00,105.65,44.498999999999995,41.501000000000005,29.28 -2020-06-18 13:00:00,107.61,45.126000000000005,41.117,29.28 -2020-06-18 13:15:00,111.84,46.298,41.117,29.28 -2020-06-18 13:30:00,112.94,44.604,41.117,29.28 -2020-06-18 13:45:00,114.13,43.426,41.117,29.28 -2020-06-18 14:00:00,110.3,45.501999999999995,41.492,29.28 -2020-06-18 14:15:00,112.76,44.191,41.492,29.28 -2020-06-18 14:30:00,115.17,43.031000000000006,41.492,29.28 -2020-06-18 14:45:00,117.92,43.619,41.492,29.28 -2020-06-18 15:00:00,115.32,45.431000000000004,43.711999999999996,29.28 -2020-06-18 15:15:00,123.12,42.968999999999994,43.711999999999996,29.28 -2020-06-18 15:30:00,122.03,41.169,43.711999999999996,29.28 -2020-06-18 15:45:00,118.04,39.056999999999995,43.711999999999996,29.28 -2020-06-18 16:00:00,118.78,41.851000000000006,45.446000000000005,29.28 -2020-06-18 16:15:00,112.38,41.406000000000006,45.446000000000005,29.28 -2020-06-18 16:30:00,118.25,40.647,45.446000000000005,29.28 -2020-06-18 16:45:00,122.87,37.039,45.446000000000005,29.28 -2020-06-18 17:00:00,115.45,40.086999999999996,48.803000000000004,29.28 -2020-06-18 17:15:00,111.22,40.056,48.803000000000004,29.28 -2020-06-18 17:30:00,107.59,39.183,48.803000000000004,29.28 -2020-06-18 17:45:00,109.13,37.556999999999995,48.803000000000004,29.28 -2020-06-18 18:00:00,114.28,40.154,51.167,29.28 -2020-06-18 18:15:00,108.94,40.298,51.167,29.28 -2020-06-18 18:30:00,104.66,37.966,51.167,29.28 -2020-06-18 18:45:00,108.51,42.067,51.167,29.28 -2020-06-18 19:00:00,107.19,42.733000000000004,52.486000000000004,29.28 -2020-06-18 19:15:00,97.5,41.736999999999995,52.486000000000004,29.28 -2020-06-18 19:30:00,95.56,40.787,52.486000000000004,29.28 -2020-06-18 19:45:00,94.72,40.857,52.486000000000004,29.28 -2020-06-18 20:00:00,92.52,38.503,59.635,29.28 -2020-06-18 20:15:00,92.24,38.47,59.635,29.28 -2020-06-18 20:30:00,92.21,38.916,59.635,29.28 -2020-06-18 20:45:00,92.12,39.663000000000004,59.635,29.28 -2020-06-18 21:00:00,90.57,37.983000000000004,54.353,29.28 -2020-06-18 21:15:00,89.89,39.894,54.353,29.28 -2020-06-18 21:30:00,85.01,40.857,54.353,29.28 -2020-06-18 21:45:00,85.71,42.0,54.353,29.28 -2020-06-18 22:00:00,80.59,39.469,49.431999999999995,29.28 -2020-06-18 22:15:00,80.6,41.437,49.431999999999995,29.28 -2020-06-18 22:30:00,78.43,36.054,49.431999999999995,29.28 -2020-06-18 22:45:00,78.92,32.741,49.431999999999995,29.28 -2020-06-18 23:00:00,74.17,28.486,42.872,29.28 -2020-06-18 23:15:00,75.08,26.943,42.872,29.28 -2020-06-18 23:30:00,71.55,25.811,42.872,29.28 -2020-06-18 23:45:00,74.47,25.078000000000003,42.872,29.28 -2020-06-19 00:00:00,71.17,22.217,39.819,29.28 -2020-06-19 00:15:00,70.01,23.143,39.819,29.28 -2020-06-19 00:30:00,67.45,22.285999999999998,39.819,29.28 -2020-06-19 00:45:00,69.33,22.254,39.819,29.28 -2020-06-19 01:00:00,66.99,21.705,37.797,29.28 -2020-06-19 01:15:00,71.13,20.305,37.797,29.28 -2020-06-19 01:30:00,76.08,19.335,37.797,29.28 -2020-06-19 01:45:00,76.62,18.707,37.797,29.28 -2020-06-19 02:00:00,72.72,19.19,36.905,29.28 -2020-06-19 02:15:00,76.55,17.572,36.905,29.28 -2020-06-19 02:30:00,75.24,20.678,36.905,29.28 -2020-06-19 02:45:00,72.74,20.775,36.905,29.28 -2020-06-19 03:00:00,70.27,23.093000000000004,37.1,29.28 -2020-06-19 03:15:00,72.1,20.705,37.1,29.28 -2020-06-19 03:30:00,71.55,19.752,37.1,29.28 -2020-06-19 03:45:00,73.4,20.027,37.1,29.28 -2020-06-19 04:00:00,75.24,26.611,37.882,29.28 -2020-06-19 04:15:00,77.24,32.875,37.882,29.28 -2020-06-19 04:30:00,79.93,31.11,37.882,29.28 -2020-06-19 04:45:00,81.23,30.662,37.882,29.28 -2020-06-19 05:00:00,90.71,45.931000000000004,40.777,29.28 -2020-06-19 05:15:00,98.92,57.556000000000004,40.777,29.28 -2020-06-19 05:30:00,104.38,49.518,40.777,29.28 -2020-06-19 05:45:00,106.32,45.928999999999995,40.777,29.28 -2020-06-19 06:00:00,107.95,48.331,55.528,29.28 -2020-06-19 06:15:00,110.49,48.743,55.528,29.28 -2020-06-19 06:30:00,109.88,46.794,55.528,29.28 -2020-06-19 06:45:00,113.13,47.756,55.528,29.28 -2020-06-19 07:00:00,124.83,49.074,67.749,29.28 -2020-06-19 07:15:00,124.36,49.885,67.749,29.28 -2020-06-19 07:30:00,123.58,45.167,67.749,29.28 -2020-06-19 07:45:00,117.62,44.401,67.749,29.28 -2020-06-19 08:00:00,115.83,42.183,57.55,29.28 -2020-06-19 08:15:00,118.6,45.393,57.55,29.28 -2020-06-19 08:30:00,123.82,45.49100000000001,57.55,29.28 -2020-06-19 08:45:00,128.81,47.595,57.55,29.28 -2020-06-19 09:00:00,126.71,40.461999999999996,52.588,29.28 -2020-06-19 09:15:00,114.96,41.42100000000001,52.588,29.28 -2020-06-19 09:30:00,122.02,44.286,52.588,29.28 -2020-06-19 09:45:00,127.81,47.428999999999995,52.588,29.28 -2020-06-19 10:00:00,122.67,41.851000000000006,49.772,29.28 -2020-06-19 10:15:00,122.54,43.483000000000004,49.772,29.28 -2020-06-19 10:30:00,122.79,44.187,49.772,29.28 -2020-06-19 10:45:00,121.18,45.756,49.772,29.28 -2020-06-19 11:00:00,122.52,42.196999999999996,49.226000000000006,29.28 -2020-06-19 11:15:00,124.31,42.438,49.226000000000006,29.28 -2020-06-19 11:30:00,125.71,43.64,49.226000000000006,29.28 -2020-06-19 11:45:00,123.32,44.515,49.226000000000006,29.28 -2020-06-19 12:00:00,114.63,41.446999999999996,45.705,29.28 -2020-06-19 12:15:00,122.04,40.604,45.705,29.28 -2020-06-19 12:30:00,117.45,39.614000000000004,45.705,29.28 -2020-06-19 12:45:00,117.38,40.341,45.705,29.28 -2020-06-19 13:00:00,106.5,41.613,43.133,29.28 -2020-06-19 13:15:00,107.87,43.023,43.133,29.28 -2020-06-19 13:30:00,118.64,42.123999999999995,43.133,29.28 -2020-06-19 13:45:00,120.24,41.25,43.133,29.28 -2020-06-19 14:00:00,114.0,42.461999999999996,41.989,29.28 -2020-06-19 14:15:00,101.38,41.568000000000005,41.989,29.28 -2020-06-19 14:30:00,104.98,41.913000000000004,41.989,29.28 -2020-06-19 14:45:00,100.54,41.845,41.989,29.28 -2020-06-19 15:00:00,102.98,43.575,43.728,29.28 -2020-06-19 15:15:00,95.22,40.839,43.728,29.28 -2020-06-19 15:30:00,100.15,38.366,43.728,29.28 -2020-06-19 15:45:00,103.04,37.007,43.728,29.28 -2020-06-19 16:00:00,102.24,38.91,45.93899999999999,29.28 -2020-06-19 16:15:00,97.18,38.972,45.93899999999999,29.28 -2020-06-19 16:30:00,99.11,38.058,45.93899999999999,29.28 -2020-06-19 16:45:00,103.2,33.641999999999996,45.93899999999999,29.28 -2020-06-19 17:00:00,108.34,38.445,50.488,29.28 -2020-06-19 17:15:00,102.87,38.21,50.488,29.28 -2020-06-19 17:30:00,103.68,37.475,50.488,29.28 -2020-06-19 17:45:00,106.28,35.653,50.488,29.28 -2020-06-19 18:00:00,106.78,38.35,52.408,29.28 -2020-06-19 18:15:00,100.21,37.504,52.408,29.28 -2020-06-19 18:30:00,105.97,35.091,52.408,29.28 -2020-06-19 18:45:00,105.56,39.607,52.408,29.28 -2020-06-19 19:00:00,102.94,41.207,52.736000000000004,29.28 -2020-06-19 19:15:00,96.06,40.876999999999995,52.736000000000004,29.28 -2020-06-19 19:30:00,98.92,39.952,52.736000000000004,29.28 -2020-06-19 19:45:00,97.55,38.978,52.736000000000004,29.28 -2020-06-19 20:00:00,95.78,36.455999999999996,59.68,29.28 -2020-06-19 20:15:00,97.37,37.21,59.68,29.28 -2020-06-19 20:30:00,92.83,37.177,59.68,29.28 -2020-06-19 20:45:00,91.07,37.179,59.68,29.28 -2020-06-19 21:00:00,94.6,36.84,54.343999999999994,29.28 -2020-06-19 21:15:00,92.39,40.45,54.343999999999994,29.28 -2020-06-19 21:30:00,85.76,41.243,54.343999999999994,29.28 -2020-06-19 21:45:00,83.91,42.629,54.343999999999994,29.28 -2020-06-19 22:00:00,82.56,40.035,49.672,29.28 -2020-06-19 22:15:00,84.43,41.754,49.672,29.28 -2020-06-19 22:30:00,80.48,41.489,49.672,29.28 -2020-06-19 22:45:00,74.58,39.236,49.672,29.28 -2020-06-19 23:00:00,68.57,36.621,42.065,29.28 -2020-06-19 23:15:00,75.75,33.433,42.065,29.28 -2020-06-19 23:30:00,75.04,30.408,42.065,29.28 -2020-06-19 23:45:00,71.81,29.502,42.065,29.28 -2020-06-20 00:00:00,66.09,23.177,38.829,29.17 -2020-06-20 00:15:00,61.95,23.165,38.829,29.17 -2020-06-20 00:30:00,69.46,21.93,38.829,29.17 -2020-06-20 00:45:00,70.54,21.221,38.829,29.17 -2020-06-20 01:00:00,69.8,21.002,34.63,29.17 -2020-06-20 01:15:00,64.85,20.109,34.63,29.17 -2020-06-20 01:30:00,62.76,18.302,34.63,29.17 -2020-06-20 01:45:00,68.84,18.891,34.63,29.17 -2020-06-20 02:00:00,66.79,18.442,32.465,29.17 -2020-06-20 02:15:00,62.57,16.019000000000002,32.465,29.17 -2020-06-20 02:30:00,62.89,18.262,32.465,29.17 -2020-06-20 02:45:00,62.21,19.153,32.465,29.17 -2020-06-20 03:00:00,63.7,20.147000000000002,31.925,29.17 -2020-06-20 03:15:00,68.4,16.994,31.925,29.17 -2020-06-20 03:30:00,69.28,16.274,31.925,29.17 -2020-06-20 03:45:00,66.18,18.046,31.925,29.17 -2020-06-20 04:00:00,64.28,22.455,31.309,29.17 -2020-06-20 04:15:00,67.18,27.634,31.309,29.17 -2020-06-20 04:30:00,67.69,24.068,31.309,29.17 -2020-06-20 04:45:00,65.96,23.858,31.309,29.17 -2020-06-20 05:00:00,64.27,29.932,30.323,29.17 -2020-06-20 05:15:00,63.38,29.461,30.323,29.17 -2020-06-20 05:30:00,66.59,23.021,30.323,29.17 -2020-06-20 05:45:00,73.18,24.226,30.323,29.17 -2020-06-20 06:00:00,77.68,38.798,31.438000000000002,29.17 -2020-06-20 06:15:00,75.5,47.883,31.438000000000002,29.17 -2020-06-20 06:30:00,73.46,42.826,31.438000000000002,29.17 -2020-06-20 06:45:00,70.8,40.108000000000004,31.438000000000002,29.17 -2020-06-20 07:00:00,78.74,39.754,34.891999999999996,29.17 -2020-06-20 07:15:00,82.01,39.227,34.891999999999996,29.17 -2020-06-20 07:30:00,82.18,36.159,34.891999999999996,29.17 -2020-06-20 07:45:00,82.18,36.577,34.891999999999996,29.17 -2020-06-20 08:00:00,80.59,35.275,39.608000000000004,29.17 -2020-06-20 08:15:00,79.69,38.524,39.608000000000004,29.17 -2020-06-20 08:30:00,85.25,38.698,39.608000000000004,29.17 -2020-06-20 08:45:00,92.26,41.931000000000004,39.608000000000004,29.17 -2020-06-20 09:00:00,94.83,37.946,40.894,29.17 -2020-06-20 09:15:00,91.28,39.433,40.894,29.17 -2020-06-20 09:30:00,90.28,42.839,40.894,29.17 -2020-06-20 09:45:00,90.39,45.566,40.894,29.17 -2020-06-20 10:00:00,96.46,40.611,39.525,29.17 -2020-06-20 10:15:00,102.27,42.614,39.525,29.17 -2020-06-20 10:30:00,103.51,42.993,39.525,29.17 -2020-06-20 10:45:00,99.42,44.306000000000004,39.525,29.17 -2020-06-20 11:00:00,94.12,40.628,36.718,29.17 -2020-06-20 11:15:00,91.99,41.68600000000001,36.718,29.17 -2020-06-20 11:30:00,90.43,43.083999999999996,36.718,29.17 -2020-06-20 11:45:00,91.18,44.558,36.718,29.17 -2020-06-20 12:00:00,88.9,41.86600000000001,35.688,29.17 -2020-06-20 12:15:00,87.4,41.9,35.688,29.17 -2020-06-20 12:30:00,86.31,40.782,35.688,29.17 -2020-06-20 12:45:00,85.13,42.178999999999995,35.688,29.17 -2020-06-20 13:00:00,84.77,42.562,32.858000000000004,29.17 -2020-06-20 13:15:00,85.22,43.309,32.858000000000004,29.17 -2020-06-20 13:30:00,84.09,42.575,32.858000000000004,29.17 -2020-06-20 13:45:00,82.67,40.41,32.858000000000004,29.17 -2020-06-20 14:00:00,81.43,41.786,31.738000000000003,29.17 -2020-06-20 14:15:00,81.85,39.626,31.738000000000003,29.17 -2020-06-20 14:30:00,81.06,39.414,31.738000000000003,29.17 -2020-06-20 14:45:00,82.67,39.839,31.738000000000003,29.17 -2020-06-20 15:00:00,82.96,42.092,34.35,29.17 -2020-06-20 15:15:00,80.52,40.094,34.35,29.17 -2020-06-20 15:30:00,81.22,37.909,34.35,29.17 -2020-06-20 15:45:00,82.66,35.633,34.35,29.17 -2020-06-20 16:00:00,85.43,39.605,37.522,29.17 -2020-06-20 16:15:00,84.06,38.836999999999996,37.522,29.17 -2020-06-20 16:30:00,83.74,38.161,37.522,29.17 -2020-06-20 16:45:00,84.53,33.751999999999995,37.522,29.17 -2020-06-20 17:00:00,86.97,37.381,42.498000000000005,29.17 -2020-06-20 17:15:00,87.28,35.118,42.498000000000005,29.17 -2020-06-20 17:30:00,88.27,34.24,42.498000000000005,29.17 -2020-06-20 17:45:00,87.85,32.866,42.498000000000005,29.17 -2020-06-20 18:00:00,88.24,36.915,44.701,29.17 -2020-06-20 18:15:00,86.6,37.805,44.701,29.17 -2020-06-20 18:30:00,88.94,36.808,44.701,29.17 -2020-06-20 18:45:00,84.9,37.689,44.701,29.17 -2020-06-20 19:00:00,81.63,37.759,45.727,29.17 -2020-06-20 19:15:00,76.92,36.394,45.727,29.17 -2020-06-20 19:30:00,78.37,36.266999999999996,45.727,29.17 -2020-06-20 19:45:00,75.8,37.018,45.727,29.17 -2020-06-20 20:00:00,74.14,35.438,43.391000000000005,29.17 -2020-06-20 20:15:00,71.76,35.691,43.391000000000005,29.17 -2020-06-20 20:30:00,72.4,34.777,43.391000000000005,29.17 -2020-06-20 20:45:00,71.24,36.609,43.391000000000005,29.17 -2020-06-20 21:00:00,70.11,34.961,41.231,29.17 -2020-06-20 21:15:00,68.91,38.260999999999996,41.231,29.17 -2020-06-20 21:30:00,66.55,39.293,41.231,29.17 -2020-06-20 21:45:00,64.82,40.121,41.231,29.17 -2020-06-20 22:00:00,64.11,37.602,40.798,29.17 -2020-06-20 22:15:00,62.69,39.724000000000004,40.798,29.17 -2020-06-20 22:30:00,62.16,39.457,40.798,29.17 -2020-06-20 22:45:00,58.77,37.674,40.798,29.17 -2020-06-20 23:00:00,54.05,34.529,34.402,29.17 -2020-06-20 23:15:00,54.66,31.689,34.402,29.17 -2020-06-20 23:30:00,53.59,30.991,34.402,29.17 -2020-06-20 23:45:00,53.51,30.281999999999996,34.402,29.17 -2020-06-21 00:00:00,51.37,24.479,30.171,29.17 -2020-06-21 00:15:00,51.6,23.31,30.171,29.17 -2020-06-21 00:30:00,51.28,21.910999999999998,30.171,29.17 -2020-06-21 00:45:00,50.78,21.142,30.171,29.17 -2020-06-21 01:00:00,47.84,21.191,27.15,29.17 -2020-06-21 01:15:00,50.1,20.225,27.15,29.17 -2020-06-21 01:30:00,49.76,18.312,27.15,29.17 -2020-06-21 01:45:00,49.33,18.498,27.15,29.17 -2020-06-21 02:00:00,48.37,18.084,25.403000000000002,29.17 -2020-06-21 02:15:00,48.73,16.308,25.403000000000002,29.17 -2020-06-21 02:30:00,48.89,18.782,25.403000000000002,29.17 -2020-06-21 02:45:00,48.92,19.419,25.403000000000002,29.17 -2020-06-21 03:00:00,48.71,21.072,23.386999999999997,29.17 -2020-06-21 03:15:00,49.4,18.149,23.386999999999997,29.17 -2020-06-21 03:30:00,50.71,16.795,23.386999999999997,29.17 -2020-06-21 03:45:00,50.44,17.798,23.386999999999997,29.17 -2020-06-21 04:00:00,49.72,22.112,23.941999999999997,29.17 -2020-06-21 04:15:00,50.86,26.76,23.941999999999997,29.17 -2020-06-21 04:30:00,51.2,24.508000000000003,23.941999999999997,29.17 -2020-06-21 04:45:00,52.17,23.851999999999997,23.941999999999997,29.17 -2020-06-21 05:00:00,52.67,29.799,23.026,29.17 -2020-06-21 05:15:00,53.27,28.311,23.026,29.17 -2020-06-21 05:30:00,54.64,21.53,23.026,29.17 -2020-06-21 05:45:00,56.86,22.523000000000003,23.026,29.17 -2020-06-21 06:00:00,58.47,34.766999999999996,23.223000000000003,29.17 -2020-06-21 06:15:00,59.86,44.56100000000001,23.223000000000003,29.17 -2020-06-21 06:30:00,61.63,38.775,23.223000000000003,29.17 -2020-06-21 06:45:00,63.3,35.046,23.223000000000003,29.17 -2020-06-21 07:00:00,66.04,35.114000000000004,24.968000000000004,29.17 -2020-06-21 07:15:00,66.82,32.942,24.968000000000004,29.17 -2020-06-21 07:30:00,67.37,31.054000000000002,24.968000000000004,29.17 -2020-06-21 07:45:00,67.58,31.428,24.968000000000004,29.17 -2020-06-21 08:00:00,66.37,30.988000000000003,29.131,29.17 -2020-06-21 08:15:00,68.59,35.423,29.131,29.17 -2020-06-21 08:30:00,65.93,36.542,29.131,29.17 -2020-06-21 08:45:00,64.07,39.815,29.131,29.17 -2020-06-21 09:00:00,66.26,35.691,29.904,29.17 -2020-06-21 09:15:00,65.59,36.727,29.904,29.17 -2020-06-21 09:30:00,63.46,40.547,29.904,29.17 -2020-06-21 09:45:00,64.99,44.266000000000005,29.904,29.17 -2020-06-21 10:00:00,69.22,39.995,28.943,29.17 -2020-06-21 10:15:00,70.76,42.17,28.943,29.17 -2020-06-21 10:30:00,72.73,42.803000000000004,28.943,29.17 -2020-06-21 10:45:00,73.48,45.013999999999996,28.943,29.17 -2020-06-21 11:00:00,70.43,41.044,31.682,29.17 -2020-06-21 11:15:00,67.81,41.674,31.682,29.17 -2020-06-21 11:30:00,68.94,43.528999999999996,31.682,29.17 -2020-06-21 11:45:00,70.2,45.287,31.682,29.17 -2020-06-21 12:00:00,72.15,43.645,27.315,29.17 -2020-06-21 12:15:00,71.91,43.158,27.315,29.17 -2020-06-21 12:30:00,70.77,42.159,27.315,29.17 -2020-06-21 12:45:00,71.96,42.878,27.315,29.17 -2020-06-21 13:00:00,67.38,42.913000000000004,23.894000000000002,29.17 -2020-06-21 13:15:00,68.77,43.246,23.894000000000002,29.17 -2020-06-21 13:30:00,67.21,41.412,23.894000000000002,29.17 -2020-06-21 13:45:00,64.71,40.32,23.894000000000002,29.17 -2020-06-21 14:00:00,59.95,42.907,21.148000000000003,29.17 -2020-06-21 14:15:00,61.83,41.231,21.148000000000003,29.17 -2020-06-21 14:30:00,64.05,39.84,21.148000000000003,29.17 -2020-06-21 14:45:00,66.51,39.191,21.148000000000003,29.17 -2020-06-21 15:00:00,65.17,41.54,21.229,29.17 -2020-06-21 15:15:00,65.5,38.769,21.229,29.17 -2020-06-21 15:30:00,67.43,36.427,21.229,29.17 -2020-06-21 15:45:00,68.84,34.457,21.229,29.17 -2020-06-21 16:00:00,69.3,36.935,25.037,29.17 -2020-06-21 16:15:00,70.82,36.345,25.037,29.17 -2020-06-21 16:30:00,76.2,36.694,25.037,29.17 -2020-06-21 16:45:00,75.99,32.335,25.037,29.17 -2020-06-21 17:00:00,79.94,36.341,37.11,29.17 -2020-06-21 17:15:00,79.54,35.556,37.11,29.17 -2020-06-21 17:30:00,79.33,35.486,37.11,29.17 -2020-06-21 17:45:00,79.29,34.625,37.11,29.17 -2020-06-21 18:00:00,82.67,39.243,42.215,29.17 -2020-06-21 18:15:00,79.05,39.774,42.215,29.17 -2020-06-21 18:30:00,78.46,38.423,42.215,29.17 -2020-06-21 18:45:00,78.31,39.51,42.215,29.17 -2020-06-21 19:00:00,79.89,41.713,44.383,29.17 -2020-06-21 19:15:00,78.41,39.275,44.383,29.17 -2020-06-21 19:30:00,76.51,38.885999999999996,44.383,29.17 -2020-06-21 19:45:00,76.7,39.255,44.383,29.17 -2020-06-21 20:00:00,77.36,37.827,43.426,29.17 -2020-06-21 20:15:00,76.94,37.992,43.426,29.17 -2020-06-21 20:30:00,78.36,37.949,43.426,29.17 -2020-06-21 20:45:00,78.33,38.084,43.426,29.17 -2020-06-21 21:00:00,77.45,36.18,42.265,29.17 -2020-06-21 21:15:00,76.37,39.157,42.265,29.17 -2020-06-21 21:30:00,74.61,39.539,42.265,29.17 -2020-06-21 21:45:00,74.02,40.735,42.265,29.17 -2020-06-21 22:00:00,72.94,40.181,42.26,29.17 -2020-06-21 22:15:00,71.13,40.609,42.26,29.17 -2020-06-21 22:30:00,69.5,39.675,42.26,29.17 -2020-06-21 22:45:00,73.05,36.58,42.26,29.17 -2020-06-21 23:00:00,65.27,32.983000000000004,36.609,29.17 -2020-06-21 23:15:00,66.55,31.525,36.609,29.17 -2020-06-21 23:30:00,65.95,30.346,36.609,29.17 -2020-06-21 23:45:00,64.51,29.828000000000003,36.609,29.17 -2020-06-22 00:00:00,62.06,26.113000000000003,34.611,29.28 -2020-06-22 00:15:00,63.43,25.878,34.611,29.28 -2020-06-22 00:30:00,63.24,24.111,34.611,29.28 -2020-06-22 00:45:00,62.85,22.93,34.611,29.28 -2020-06-22 01:00:00,61.06,23.374000000000002,33.552,29.28 -2020-06-22 01:15:00,62.06,22.379,33.552,29.28 -2020-06-22 01:30:00,62.07,20.820999999999998,33.552,29.28 -2020-06-22 01:45:00,62.34,20.910999999999998,33.552,29.28 -2020-06-22 02:00:00,61.38,20.945,32.351,29.28 -2020-06-22 02:15:00,62.36,18.246,32.351,29.28 -2020-06-22 02:30:00,62.99,20.894000000000002,32.351,29.28 -2020-06-22 02:45:00,69.91,21.36,32.351,29.28 -2020-06-22 03:00:00,71.83,23.574,30.793000000000003,29.28 -2020-06-22 03:15:00,74.38,21.448,30.793000000000003,29.28 -2020-06-22 03:30:00,68.44,20.76,30.793000000000003,29.28 -2020-06-22 03:45:00,72.17,21.3,30.793000000000003,29.28 -2020-06-22 04:00:00,73.67,28.855999999999998,31.274,29.28 -2020-06-22 04:15:00,81.48,36.568000000000005,31.274,29.28 -2020-06-22 04:30:00,85.31,33.944,31.274,29.28 -2020-06-22 04:45:00,87.89,33.66,31.274,29.28 -2020-06-22 05:00:00,90.15,47.393,37.75,29.28 -2020-06-22 05:15:00,92.28,57.013000000000005,37.75,29.28 -2020-06-22 05:30:00,98.06,48.794,37.75,29.28 -2020-06-22 05:45:00,104.24,46.501000000000005,37.75,29.28 -2020-06-22 06:00:00,114.07,47.684,55.36,29.28 -2020-06-22 06:15:00,113.59,47.718999999999994,55.36,29.28 -2020-06-22 06:30:00,120.64,46.295,55.36,29.28 -2020-06-22 06:45:00,117.35,48.265,55.36,29.28 -2020-06-22 07:00:00,125.32,48.82,65.87,29.28 -2020-06-22 07:15:00,124.38,48.982,65.87,29.28 -2020-06-22 07:30:00,123.8,46.201,65.87,29.28 -2020-06-22 07:45:00,120.42,46.763999999999996,65.87,29.28 -2020-06-22 08:00:00,127.99,43.946999999999996,55.695,29.28 -2020-06-22 08:15:00,124.81,47.11,55.695,29.28 -2020-06-22 08:30:00,122.97,47.053000000000004,55.695,29.28 -2020-06-22 08:45:00,126.89,50.353,55.695,29.28 -2020-06-22 09:00:00,125.76,45.153999999999996,50.881,29.28 -2020-06-22 09:15:00,128.65,44.243,50.881,29.28 -2020-06-22 09:30:00,129.68,47.093,50.881,29.28 -2020-06-22 09:45:00,120.54,48.583999999999996,50.881,29.28 -2020-06-22 10:00:00,114.39,44.678999999999995,49.138000000000005,29.28 -2020-06-22 10:15:00,122.56,46.699,49.138000000000005,29.28 -2020-06-22 10:30:00,122.96,46.832,49.138000000000005,29.28 -2020-06-22 10:45:00,125.29,47.528,49.138000000000005,29.28 -2020-06-22 11:00:00,120.65,43.623000000000005,49.178000000000004,29.28 -2020-06-22 11:15:00,114.96,44.631,49.178000000000004,29.28 -2020-06-22 11:30:00,112.14,47.236000000000004,49.178000000000004,29.28 -2020-06-22 11:45:00,104.36,49.468999999999994,49.178000000000004,29.28 -2020-06-22 12:00:00,104.38,46.236000000000004,47.698,29.28 -2020-06-22 12:15:00,103.64,45.858000000000004,47.698,29.28 -2020-06-22 12:30:00,103.64,43.793,47.698,29.28 -2020-06-22 12:45:00,102.45,44.586999999999996,47.698,29.28 -2020-06-22 13:00:00,96.63,45.56100000000001,48.104,29.28 -2020-06-22 13:15:00,99.66,44.949,48.104,29.28 -2020-06-22 13:30:00,103.52,43.265,48.104,29.28 -2020-06-22 13:45:00,107.28,43.06399999999999,48.104,29.28 -2020-06-22 14:00:00,103.1,44.723,48.53,29.28 -2020-06-22 14:15:00,98.24,43.601000000000006,48.53,29.28 -2020-06-22 14:30:00,97.96,41.998999999999995,48.53,29.28 -2020-06-22 14:45:00,98.66,43.403,48.53,29.28 -2020-06-22 15:00:00,96.96,45.501000000000005,49.351000000000006,29.28 -2020-06-22 15:15:00,95.96,42.066,49.351000000000006,29.28 -2020-06-22 15:30:00,103.76,40.439,49.351000000000006,29.28 -2020-06-22 15:45:00,101.27,37.955999999999996,49.351000000000006,29.28 -2020-06-22 16:00:00,100.46,41.551,51.44,29.28 -2020-06-22 16:15:00,102.13,40.983999999999995,51.44,29.28 -2020-06-22 16:30:00,101.46,40.643,51.44,29.28 -2020-06-22 16:45:00,101.72,36.227,51.44,29.28 -2020-06-22 17:00:00,104.77,39.12,56.868,29.28 -2020-06-22 17:15:00,101.5,38.658,56.868,29.28 -2020-06-22 17:30:00,104.47,38.171,56.868,29.28 -2020-06-22 17:45:00,106.24,36.828,56.868,29.28 -2020-06-22 18:00:00,107.49,40.416,57.229,29.28 -2020-06-22 18:15:00,104.01,38.998000000000005,57.229,29.28 -2020-06-22 18:30:00,102.52,36.928000000000004,57.229,29.28 -2020-06-22 18:45:00,102.38,41.181000000000004,57.229,29.28 -2020-06-22 19:00:00,100.87,43.022,57.744,29.28 -2020-06-22 19:15:00,100.34,41.828,57.744,29.28 -2020-06-22 19:30:00,96.04,41.091,57.744,29.28 -2020-06-22 19:45:00,97.08,40.805,57.744,29.28 -2020-06-22 20:00:00,93.07,37.99,66.05199999999999,29.28 -2020-06-22 20:15:00,93.95,39.416,66.05199999999999,29.28 -2020-06-22 20:30:00,95.77,39.804,66.05199999999999,29.28 -2020-06-22 20:45:00,99.45,40.259,66.05199999999999,29.28 -2020-06-22 21:00:00,94.07,37.760999999999996,59.396,29.28 -2020-06-22 21:15:00,93.7,41.123999999999995,59.396,29.28 -2020-06-22 21:30:00,90.26,41.853,59.396,29.28 -2020-06-22 21:45:00,88.36,42.81,59.396,29.28 -2020-06-22 22:00:00,84.6,40.099000000000004,53.06,29.28 -2020-06-22 22:15:00,85.31,42.441,53.06,29.28 -2020-06-22 22:30:00,82.83,36.732,53.06,29.28 -2020-06-22 22:45:00,81.6,33.37,53.06,29.28 -2020-06-22 23:00:00,76.8,29.838,46.148,29.28 -2020-06-22 23:15:00,77.46,26.904,46.148,29.28 -2020-06-22 23:30:00,78.9,25.831999999999997,46.148,29.28 -2020-06-22 23:45:00,78.36,24.899,46.148,29.28 -2020-06-23 00:00:00,73.53,23.746,44.625,29.28 -2020-06-23 00:15:00,75.33,24.444000000000003,44.625,29.28 -2020-06-23 00:30:00,74.92,23.34,44.625,29.28 -2020-06-23 00:45:00,74.6,22.901,44.625,29.28 -2020-06-23 01:00:00,73.27,22.811999999999998,41.733000000000004,29.28 -2020-06-23 01:15:00,75.07,21.89,41.733000000000004,29.28 -2020-06-23 01:30:00,73.73,20.209,41.733000000000004,29.28 -2020-06-23 01:45:00,74.21,19.797,41.733000000000004,29.28 -2020-06-23 02:00:00,73.89,19.355999999999998,39.872,29.28 -2020-06-23 02:15:00,73.43,17.804000000000002,39.872,29.28 -2020-06-23 02:30:00,80.85,20.026,39.872,29.28 -2020-06-23 02:45:00,82.26,20.824,39.872,29.28 -2020-06-23 03:00:00,78.93,22.423000000000002,38.711,29.28 -2020-06-23 03:15:00,75.46,21.189,38.711,29.28 -2020-06-23 03:30:00,78.81,20.5,38.711,29.28 -2020-06-23 03:45:00,76.4,19.961,38.711,29.28 -2020-06-23 04:00:00,84.82,26.201,39.823,29.28 -2020-06-23 04:15:00,90.66,33.869,39.823,29.28 -2020-06-23 04:30:00,92.85,31.098000000000003,39.823,29.28 -2020-06-23 04:45:00,92.53,31.357,39.823,29.28 -2020-06-23 05:00:00,96.07,46.823,43.228,29.28 -2020-06-23 05:15:00,98.92,56.934,43.228,29.28 -2020-06-23 05:30:00,106.98,48.886,43.228,29.28 -2020-06-23 05:45:00,113.0,45.909,43.228,29.28 -2020-06-23 06:00:00,118.57,48.091,54.316,29.28 -2020-06-23 06:15:00,120.37,48.391999999999996,54.316,29.28 -2020-06-23 06:30:00,119.5,46.638999999999996,54.316,29.28 -2020-06-23 06:45:00,123.82,47.731,54.316,29.28 -2020-06-23 07:00:00,124.88,48.418,65.758,29.28 -2020-06-23 07:15:00,122.94,48.336000000000006,65.758,29.28 -2020-06-23 07:30:00,120.91,45.54,65.758,29.28 -2020-06-23 07:45:00,125.1,45.174,65.758,29.28 -2020-06-23 08:00:00,122.4,42.302,57.983000000000004,29.28 -2020-06-23 08:15:00,118.74,44.994,57.983000000000004,29.28 -2020-06-23 08:30:00,118.28,45.086000000000006,57.983000000000004,29.28 -2020-06-23 08:45:00,122.7,47.455,57.983000000000004,29.28 -2020-06-23 09:00:00,122.76,42.547,52.653,29.28 -2020-06-23 09:15:00,122.01,41.583999999999996,52.653,29.28 -2020-06-23 09:30:00,120.53,45.15,52.653,29.28 -2020-06-23 09:45:00,118.95,47.977,52.653,29.28 -2020-06-23 10:00:00,130.1,42.687,51.408,29.28 -2020-06-23 10:15:00,123.77,44.523,51.408,29.28 -2020-06-23 10:30:00,123.38,44.691,51.408,29.28 -2020-06-23 10:45:00,116.88,46.407,51.408,29.28 -2020-06-23 11:00:00,116.32,42.581,51.913000000000004,29.28 -2020-06-23 11:15:00,111.31,43.983000000000004,51.913000000000004,29.28 -2020-06-23 11:30:00,115.49,45.371,51.913000000000004,29.28 -2020-06-23 11:45:00,107.36,47.188,51.913000000000004,29.28 -2020-06-23 12:00:00,107.78,43.729,49.508,29.28 -2020-06-23 12:15:00,112.97,43.67,49.508,29.28 -2020-06-23 12:30:00,115.46,42.479,49.508,29.28 -2020-06-23 12:45:00,111.06,43.953,49.508,29.28 -2020-06-23 13:00:00,110.37,44.533,50.007,29.28 -2020-06-23 13:15:00,106.59,45.705,50.007,29.28 -2020-06-23 13:30:00,108.56,44.053999999999995,50.007,29.28 -2020-06-23 13:45:00,117.29,42.903,50.007,29.28 -2020-06-23 14:00:00,107.17,45.04,49.778999999999996,29.28 -2020-06-23 14:15:00,109.31,43.724,49.778999999999996,29.28 -2020-06-23 14:30:00,107.16,42.458999999999996,49.778999999999996,29.28 -2020-06-23 14:45:00,97.6,43.075,49.778999999999996,29.28 -2020-06-23 15:00:00,108.88,45.023,51.559,29.28 -2020-06-23 15:15:00,109.4,42.522,51.559,29.28 -2020-06-23 15:30:00,106.06,40.688,51.559,29.28 -2020-06-23 15:45:00,108.71,38.524,51.559,29.28 -2020-06-23 16:00:00,110.94,41.452,53.531000000000006,29.28 -2020-06-23 16:15:00,110.74,40.99100000000001,53.531000000000006,29.28 -2020-06-23 16:30:00,113.66,40.326,53.531000000000006,29.28 -2020-06-23 16:45:00,109.97,36.621,53.531000000000006,29.28 -2020-06-23 17:00:00,116.03,39.773,59.497,29.28 -2020-06-23 17:15:00,115.14,39.727,59.497,29.28 -2020-06-23 17:30:00,117.22,38.826,59.497,29.28 -2020-06-23 17:45:00,112.66,37.13,59.497,29.28 -2020-06-23 18:00:00,114.14,39.775,59.861999999999995,29.28 -2020-06-23 18:15:00,114.54,39.8,59.861999999999995,29.28 -2020-06-23 18:30:00,116.69,37.45,59.861999999999995,29.28 -2020-06-23 18:45:00,112.08,41.543,59.861999999999995,29.28 -2020-06-23 19:00:00,104.05,42.224,60.989,29.28 -2020-06-23 19:15:00,100.72,41.187,60.989,29.28 -2020-06-23 19:30:00,98.01,40.196999999999996,60.989,29.28 -2020-06-23 19:45:00,97.06,40.241,60.989,29.28 -2020-06-23 20:00:00,96.0,37.812,68.35600000000001,29.28 -2020-06-23 20:15:00,96.1,37.766,68.35600000000001,29.28 -2020-06-23 20:30:00,95.0,38.244,68.35600000000001,29.28 -2020-06-23 20:45:00,98.48,39.116,68.35600000000001,29.28 -2020-06-23 21:00:00,95.1,37.458,59.251000000000005,29.28 -2020-06-23 21:15:00,93.78,39.403,59.251000000000005,29.28 -2020-06-23 21:30:00,89.52,40.253,59.251000000000005,29.28 -2020-06-23 21:45:00,88.7,41.42,59.251000000000005,29.28 -2020-06-23 22:00:00,83.01,38.971,54.736999999999995,29.28 -2020-06-23 22:15:00,84.33,40.971000000000004,54.736999999999995,29.28 -2020-06-23 22:30:00,82.74,35.55,54.736999999999995,29.28 -2020-06-23 22:45:00,81.15,32.186,54.736999999999995,29.28 -2020-06-23 23:00:00,78.29,27.874000000000002,46.806999999999995,29.28 -2020-06-23 23:15:00,77.68,26.494,46.806999999999995,29.28 -2020-06-23 23:30:00,76.77,25.414,46.806999999999995,29.28 -2020-06-23 23:45:00,75.36,24.633000000000003,46.806999999999995,29.28 -2020-06-24 00:00:00,72.75,23.675,43.824,29.28 -2020-06-24 00:15:00,73.59,24.374000000000002,43.824,29.28 -2020-06-24 00:30:00,73.6,23.273000000000003,43.824,29.28 -2020-06-24 00:45:00,73.92,22.840999999999998,43.824,29.28 -2020-06-24 01:00:00,72.73,22.764,39.86,29.28 -2020-06-24 01:15:00,73.28,21.828000000000003,39.86,29.28 -2020-06-24 01:30:00,72.51,20.145,39.86,29.28 -2020-06-24 01:45:00,73.33,19.726,39.86,29.28 -2020-06-24 02:00:00,77.46,19.287,37.931999999999995,29.28 -2020-06-24 02:15:00,82.15,17.739,37.931999999999995,29.28 -2020-06-24 02:30:00,81.13,19.952,37.931999999999995,29.28 -2020-06-24 02:45:00,74.48,20.756999999999998,37.931999999999995,29.28 -2020-06-24 03:00:00,77.13,22.351999999999997,37.579,29.28 -2020-06-24 03:15:00,76.09,21.122,37.579,29.28 -2020-06-24 03:30:00,76.54,20.439,37.579,29.28 -2020-06-24 03:45:00,76.21,19.92,37.579,29.28 -2020-06-24 04:00:00,84.58,26.114,37.931999999999995,29.28 -2020-06-24 04:15:00,88.31,33.742,37.931999999999995,29.28 -2020-06-24 04:30:00,92.93,30.961,37.931999999999995,29.28 -2020-06-24 04:45:00,91.92,31.218000000000004,37.931999999999995,29.28 -2020-06-24 05:00:00,95.34,46.599,40.942,29.28 -2020-06-24 05:15:00,98.24,56.599,40.942,29.28 -2020-06-24 05:30:00,101.16,48.613,40.942,29.28 -2020-06-24 05:45:00,103.36,45.676,40.942,29.28 -2020-06-24 06:00:00,111.68,47.864,56.516999999999996,29.28 -2020-06-24 06:15:00,116.87,48.153999999999996,56.516999999999996,29.28 -2020-06-24 06:30:00,116.87,46.42100000000001,56.516999999999996,29.28 -2020-06-24 06:45:00,117.03,47.542,56.516999999999996,29.28 -2020-06-24 07:00:00,116.69,48.217,71.707,29.28 -2020-06-24 07:15:00,116.48,48.155,71.707,29.28 -2020-06-24 07:30:00,116.84,45.356,71.707,29.28 -2020-06-24 07:45:00,112.07,45.023,71.707,29.28 -2020-06-24 08:00:00,109.37,42.161,61.17,29.28 -2020-06-24 08:15:00,108.4,44.878,61.17,29.28 -2020-06-24 08:30:00,114.26,44.963,61.17,29.28 -2020-06-24 08:45:00,114.72,47.333,61.17,29.28 -2020-06-24 09:00:00,112.86,42.42,57.282,29.28 -2020-06-24 09:15:00,108.55,41.458999999999996,57.282,29.28 -2020-06-24 09:30:00,118.09,45.023,57.282,29.28 -2020-06-24 09:45:00,123.97,47.863,57.282,29.28 -2020-06-24 10:00:00,122.12,42.582,54.026,29.28 -2020-06-24 10:15:00,117.01,44.424,54.026,29.28 -2020-06-24 10:30:00,123.16,44.593,54.026,29.28 -2020-06-24 10:45:00,121.18,46.31399999999999,54.026,29.28 -2020-06-24 11:00:00,123.52,42.483999999999995,54.277,29.28 -2020-06-24 11:15:00,117.69,43.891000000000005,54.277,29.28 -2020-06-24 11:30:00,115.43,45.269,54.277,29.28 -2020-06-24 11:45:00,119.14,47.083999999999996,54.277,29.28 -2020-06-24 12:00:00,124.99,43.653,52.552,29.28 -2020-06-24 12:15:00,127.32,43.593,52.552,29.28 -2020-06-24 12:30:00,126.8,42.385,52.552,29.28 -2020-06-24 12:45:00,117.73,43.86,52.552,29.28 -2020-06-24 13:00:00,101.49,44.428999999999995,52.111999999999995,29.28 -2020-06-24 13:15:00,105.29,45.601000000000006,52.111999999999995,29.28 -2020-06-24 13:30:00,116.19,43.958,52.111999999999995,29.28 -2020-06-24 13:45:00,110.54,42.81100000000001,52.111999999999995,29.28 -2020-06-24 14:00:00,99.9,44.958999999999996,52.066,29.28 -2020-06-24 14:15:00,102.05,43.643,52.066,29.28 -2020-06-24 14:30:00,110.45,42.358000000000004,52.066,29.28 -2020-06-24 14:45:00,109.15,42.979,52.066,29.28 -2020-06-24 15:00:00,108.94,44.952,52.523999999999994,29.28 -2020-06-24 15:15:00,101.7,42.445,52.523999999999994,29.28 -2020-06-24 15:30:00,107.34,40.605,52.523999999999994,29.28 -2020-06-24 15:45:00,106.1,38.431999999999995,52.523999999999994,29.28 -2020-06-24 16:00:00,104.67,41.382,54.101000000000006,29.28 -2020-06-24 16:15:00,105.58,40.921,54.101000000000006,29.28 -2020-06-24 16:30:00,112.42,40.273,54.101000000000006,29.28 -2020-06-24 16:45:00,110.04,36.552,54.101000000000006,29.28 -2020-06-24 17:00:00,111.19,39.722,58.155,29.28 -2020-06-24 17:15:00,108.5,39.675,58.155,29.28 -2020-06-24 17:30:00,112.41,38.77,58.155,29.28 -2020-06-24 17:45:00,117.25,37.063,58.155,29.28 -2020-06-24 18:00:00,116.0,39.716,60.205,29.28 -2020-06-24 18:15:00,111.3,39.717,60.205,29.28 -2020-06-24 18:30:00,108.34,37.365,60.205,29.28 -2020-06-24 18:45:00,107.8,41.457,60.205,29.28 -2020-06-24 19:00:00,103.84,42.141000000000005,61.568999999999996,29.28 -2020-06-24 19:15:00,101.09,41.096000000000004,61.568999999999996,29.28 -2020-06-24 19:30:00,102.04,40.098,61.568999999999996,29.28 -2020-06-24 19:45:00,97.68,40.138000000000005,61.568999999999996,29.28 -2020-06-24 20:00:00,95.61,37.694,68.145,29.28 -2020-06-24 20:15:00,94.76,37.645,68.145,29.28 -2020-06-24 20:30:00,94.42,38.129,68.145,29.28 -2020-06-24 20:45:00,94.83,39.023,68.145,29.28 -2020-06-24 21:00:00,96.89,37.37,59.696000000000005,29.28 -2020-06-24 21:15:00,94.06,39.32,59.696000000000005,29.28 -2020-06-24 21:30:00,90.13,40.148,59.696000000000005,29.28 -2020-06-24 21:45:00,88.79,41.318000000000005,59.696000000000005,29.28 -2020-06-24 22:00:00,84.68,38.884,54.861999999999995,29.28 -2020-06-24 22:15:00,87.11,40.889,54.861999999999995,29.28 -2020-06-24 22:30:00,84.09,35.459,54.861999999999995,29.28 -2020-06-24 22:45:00,84.16,32.086,54.861999999999995,29.28 -2020-06-24 23:00:00,79.54,27.765,45.568000000000005,29.28 -2020-06-24 23:15:00,76.73,26.414,45.568000000000005,29.28 -2020-06-24 23:30:00,75.86,25.346,45.568000000000005,29.28 -2020-06-24 23:45:00,78.52,24.555999999999997,45.568000000000005,29.28 -2020-06-25 00:00:00,75.55,23.608,40.181,29.28 -2020-06-25 00:15:00,75.77,24.307,40.181,29.28 -2020-06-25 00:30:00,72.44,23.21,40.181,29.28 -2020-06-25 00:45:00,75.39,22.784000000000002,40.181,29.28 -2020-06-25 01:00:00,72.29,22.72,38.296,29.28 -2020-06-25 01:15:00,74.01,21.771,38.296,29.28 -2020-06-25 01:30:00,72.67,20.085,38.296,29.28 -2020-06-25 01:45:00,72.74,19.66,38.296,29.28 -2020-06-25 02:00:00,73.25,19.224,36.575,29.28 -2020-06-25 02:15:00,74.48,17.678,36.575,29.28 -2020-06-25 02:30:00,74.61,19.884,36.575,29.28 -2020-06-25 02:45:00,74.51,20.693,36.575,29.28 -2020-06-25 03:00:00,75.05,22.285,36.394,29.28 -2020-06-25 03:15:00,76.2,21.059,36.394,29.28 -2020-06-25 03:30:00,83.01,20.384,36.394,29.28 -2020-06-25 03:45:00,85.84,19.883,36.394,29.28 -2020-06-25 04:00:00,80.84,26.031999999999996,37.207,29.28 -2020-06-25 04:15:00,81.65,33.622,37.207,29.28 -2020-06-25 04:30:00,84.58,30.829,37.207,29.28 -2020-06-25 04:45:00,88.67,31.086,37.207,29.28 -2020-06-25 05:00:00,97.63,46.383,40.713,29.28 -2020-06-25 05:15:00,98.52,56.276,40.713,29.28 -2020-06-25 05:30:00,107.02,48.352,40.713,29.28 -2020-06-25 05:45:00,107.47,45.452,40.713,29.28 -2020-06-25 06:00:00,115.01,47.646,50.952,29.28 -2020-06-25 06:15:00,111.77,47.926,50.952,29.28 -2020-06-25 06:30:00,117.15,46.214,50.952,29.28 -2020-06-25 06:45:00,118.68,47.363,50.952,29.28 -2020-06-25 07:00:00,115.38,48.026,64.88,29.28 -2020-06-25 07:15:00,114.08,47.983000000000004,64.88,29.28 -2020-06-25 07:30:00,113.71,45.181999999999995,64.88,29.28 -2020-06-25 07:45:00,114.99,44.88,64.88,29.28 -2020-06-25 08:00:00,113.05,42.027,55.133,29.28 -2020-06-25 08:15:00,112.54,44.771,55.133,29.28 -2020-06-25 08:30:00,110.54,44.848,55.133,29.28 -2020-06-25 08:45:00,116.65,47.22,55.133,29.28 -2020-06-25 09:00:00,118.67,42.302,48.912,29.28 -2020-06-25 09:15:00,119.01,41.343,48.912,29.28 -2020-06-25 09:30:00,116.77,44.903999999999996,48.912,29.28 -2020-06-25 09:45:00,122.25,47.756,48.912,29.28 -2020-06-25 10:00:00,123.53,42.483000000000004,45.968999999999994,29.28 -2020-06-25 10:15:00,129.33,44.333,45.968999999999994,29.28 -2020-06-25 10:30:00,122.87,44.501000000000005,45.968999999999994,29.28 -2020-06-25 10:45:00,119.98,46.227,45.968999999999994,29.28 -2020-06-25 11:00:00,120.33,42.395,44.067,29.28 -2020-06-25 11:15:00,118.71,43.806000000000004,44.067,29.28 -2020-06-25 11:30:00,112.17,45.172,44.067,29.28 -2020-06-25 11:45:00,113.06,46.986999999999995,44.067,29.28 -2020-06-25 12:00:00,123.41,43.581,41.501000000000005,29.28 -2020-06-25 12:15:00,127.98,43.521,41.501000000000005,29.28 -2020-06-25 12:30:00,129.51,42.29600000000001,41.501000000000005,29.28 -2020-06-25 12:45:00,125.72,43.772,41.501000000000005,29.28 -2020-06-25 13:00:00,119.23,44.33,41.117,29.28 -2020-06-25 13:15:00,120.12,45.5,41.117,29.28 -2020-06-25 13:30:00,125.64,43.867,41.117,29.28 -2020-06-25 13:45:00,128.35,42.726000000000006,41.117,29.28 -2020-06-25 14:00:00,128.81,44.882,41.492,29.28 -2020-06-25 14:15:00,125.95,43.567,41.492,29.28 -2020-06-25 14:30:00,120.48,42.263999999999996,41.492,29.28 -2020-06-25 14:45:00,120.88,42.89,41.492,29.28 -2020-06-25 15:00:00,123.63,44.88399999999999,43.711999999999996,29.28 -2020-06-25 15:15:00,121.05,42.37,43.711999999999996,29.28 -2020-06-25 15:30:00,122.08,40.525999999999996,43.711999999999996,29.28 -2020-06-25 15:45:00,120.83,38.344,43.711999999999996,29.28 -2020-06-25 16:00:00,127.83,41.317,45.446000000000005,29.28 -2020-06-25 16:15:00,122.67,40.853,45.446000000000005,29.28 -2020-06-25 16:30:00,122.29,40.224000000000004,45.446000000000005,29.28 -2020-06-25 16:45:00,126.06,36.488,45.446000000000005,29.28 -2020-06-25 17:00:00,123.94,39.675,48.803000000000004,29.28 -2020-06-25 17:15:00,123.31,39.628,48.803000000000004,29.28 -2020-06-25 17:30:00,120.34,38.719,48.803000000000004,29.28 -2020-06-25 17:45:00,114.21,37.001,48.803000000000004,29.28 -2020-06-25 18:00:00,118.99,39.661,51.167,29.28 -2020-06-25 18:15:00,118.56,39.641,51.167,29.28 -2020-06-25 18:30:00,119.87,37.286,51.167,29.28 -2020-06-25 18:45:00,112.47,41.376000000000005,51.167,29.28 -2020-06-25 19:00:00,107.94,42.06399999999999,52.486000000000004,29.28 -2020-06-25 19:15:00,104.55,41.011,52.486000000000004,29.28 -2020-06-25 19:30:00,102.42,40.006,52.486000000000004,29.28 -2020-06-25 19:45:00,103.35,40.04,52.486000000000004,29.28 -2020-06-25 20:00:00,97.55,37.582,59.635,29.28 -2020-06-25 20:15:00,97.58,37.531,59.635,29.28 -2020-06-25 20:30:00,98.76,38.021,59.635,29.28 -2020-06-25 20:45:00,98.12,38.935,59.635,29.28 -2020-06-25 21:00:00,96.92,37.287,54.353,29.28 -2020-06-25 21:15:00,92.89,39.243,54.353,29.28 -2020-06-25 21:30:00,90.17,40.049,54.353,29.28 -2020-06-25 21:45:00,88.89,41.221000000000004,54.353,29.28 -2020-06-25 22:00:00,85.17,38.8,49.431999999999995,29.28 -2020-06-25 22:15:00,84.56,40.81,49.431999999999995,29.28 -2020-06-25 22:30:00,81.54,35.371,49.431999999999995,29.28 -2020-06-25 22:45:00,80.23,31.987,49.431999999999995,29.28 -2020-06-25 23:00:00,78.24,27.659000000000002,42.872,29.28 -2020-06-25 23:15:00,77.2,26.339000000000002,42.872,29.28 -2020-06-25 23:30:00,76.09,25.281999999999996,42.872,29.28 -2020-06-25 23:45:00,74.95,24.483,42.872,29.28 -2020-06-26 00:00:00,73.91,21.691,39.819,29.28 -2020-06-26 00:15:00,73.66,22.618000000000002,39.819,29.28 -2020-06-26 00:30:00,73.5,21.787,39.819,29.28 -2020-06-26 00:45:00,73.41,21.796999999999997,39.819,29.28 -2020-06-26 01:00:00,72.61,21.344,37.797,29.28 -2020-06-26 01:15:00,73.69,19.842,37.797,29.28 -2020-06-26 01:30:00,73.2,18.852,37.797,29.28 -2020-06-26 01:45:00,73.02,18.176,37.797,29.28 -2020-06-26 02:00:00,77.1,18.678,36.905,29.28 -2020-06-26 02:15:00,81.05,17.077,36.905,29.28 -2020-06-26 02:30:00,79.47,20.13,36.905,29.28 -2020-06-26 02:45:00,73.65,20.267,36.905,29.28 -2020-06-26 03:00:00,76.43,22.564,37.1,29.28 -2020-06-26 03:15:00,75.3,20.2,37.1,29.28 -2020-06-26 03:30:00,76.44,19.292,37.1,29.28 -2020-06-26 03:45:00,77.02,19.705,37.1,29.28 -2020-06-26 04:00:00,77.12,25.962,37.882,29.28 -2020-06-26 04:15:00,84.19,31.944000000000003,37.882,29.28 -2020-06-26 04:30:00,91.07,30.104,37.882,29.28 -2020-06-26 04:45:00,88.15,29.641,37.882,29.28 -2020-06-26 05:00:00,93.96,44.298,40.777,29.28 -2020-06-26 05:15:00,96.44,55.133,40.777,29.28 -2020-06-26 05:30:00,99.55,47.538000000000004,40.777,29.28 -2020-06-26 05:45:00,102.21,44.23,40.777,29.28 -2020-06-26 06:00:00,105.49,46.681999999999995,55.528,29.28 -2020-06-26 06:15:00,106.56,47.016000000000005,55.528,29.28 -2020-06-26 06:30:00,111.38,45.214,55.528,29.28 -2020-06-26 06:45:00,113.94,46.373000000000005,55.528,29.28 -2020-06-26 07:00:00,119.24,47.61,67.749,29.28 -2020-06-26 07:15:00,120.18,48.556999999999995,67.749,29.28 -2020-06-26 07:30:00,118.22,43.81100000000001,67.749,29.28 -2020-06-26 07:45:00,111.2,43.27,67.749,29.28 -2020-06-26 08:00:00,111.58,41.121,57.55,29.28 -2020-06-26 08:15:00,114.37,44.523999999999994,57.55,29.28 -2020-06-26 08:30:00,114.99,44.568000000000005,57.55,29.28 -2020-06-26 08:45:00,113.74,46.685,57.55,29.28 -2020-06-26 09:00:00,109.16,39.516999999999996,52.588,29.28 -2020-06-26 09:15:00,113.26,40.493,52.588,29.28 -2020-06-26 09:30:00,112.71,43.34,52.588,29.28 -2020-06-26 09:45:00,110.41,46.576,52.588,29.28 -2020-06-26 10:00:00,105.72,41.063,49.772,29.28 -2020-06-26 10:15:00,112.85,42.751000000000005,49.772,29.28 -2020-06-26 10:30:00,112.6,43.458,49.772,29.28 -2020-06-26 10:45:00,111.95,45.062,49.772,29.28 -2020-06-26 11:00:00,106.15,41.48,49.226000000000006,29.28 -2020-06-26 11:15:00,102.95,41.75899999999999,49.226000000000006,29.28 -2020-06-26 11:30:00,108.99,42.881,49.226000000000006,29.28 -2020-06-26 11:45:00,107.29,43.751000000000005,49.226000000000006,29.28 -2020-06-26 12:00:00,102.93,40.873000000000005,45.705,29.28 -2020-06-26 12:15:00,97.81,40.031,45.705,29.28 -2020-06-26 12:30:00,99.61,38.917,45.705,29.28 -2020-06-26 12:45:00,101.18,39.65,45.705,29.28 -2020-06-26 13:00:00,99.27,40.851,43.133,29.28 -2020-06-26 13:15:00,96.97,42.258,43.133,29.28 -2020-06-26 13:30:00,91.8,41.42,43.133,29.28 -2020-06-26 13:45:00,90.58,40.583,43.133,29.28 -2020-06-26 14:00:00,89.92,41.871,41.989,29.28 -2020-06-26 14:15:00,91.04,40.973,41.989,29.28 -2020-06-26 14:30:00,96.86,41.178999999999995,41.989,29.28 -2020-06-26 14:45:00,96.54,41.148999999999994,41.989,29.28 -2020-06-26 15:00:00,96.12,43.053999999999995,43.728,29.28 -2020-06-26 15:15:00,92.58,40.266,43.728,29.28 -2020-06-26 15:30:00,92.76,37.751999999999995,43.728,29.28 -2020-06-26 15:45:00,99.14,36.326,43.728,29.28 -2020-06-26 16:00:00,102.55,38.402,45.93899999999999,29.28 -2020-06-26 16:15:00,102.02,38.446,45.93899999999999,29.28 -2020-06-26 16:30:00,97.83,37.661,45.93899999999999,29.28 -2020-06-26 16:45:00,104.14,33.126,45.93899999999999,29.28 -2020-06-26 17:00:00,107.5,38.062,50.488,29.28 -2020-06-26 17:15:00,108.79,37.815,50.488,29.28 -2020-06-26 17:30:00,102.7,37.045,50.488,29.28 -2020-06-26 17:45:00,108.93,35.137,50.488,29.28 -2020-06-26 18:00:00,110.72,37.895,52.408,29.28 -2020-06-26 18:15:00,106.92,36.888000000000005,52.408,29.28 -2020-06-26 18:30:00,100.88,34.454,52.408,29.28 -2020-06-26 18:45:00,99.23,38.957,52.408,29.28 -2020-06-26 19:00:00,92.97,40.580999999999996,52.736000000000004,29.28 -2020-06-26 19:15:00,93.69,40.194,52.736000000000004,29.28 -2020-06-26 19:30:00,98.71,39.216,52.736000000000004,29.28 -2020-06-26 19:45:00,97.1,38.205,52.736000000000004,29.28 -2020-06-26 20:00:00,93.03,35.582,59.68,29.28 -2020-06-26 20:15:00,87.14,36.32,59.68,29.28 -2020-06-26 20:30:00,89.87,36.326,59.68,29.28 -2020-06-26 20:45:00,87.72,36.488,59.68,29.28 -2020-06-26 21:00:00,86.85,36.183,54.343999999999994,29.28 -2020-06-26 21:15:00,86.7,39.836,54.343999999999994,29.28 -2020-06-26 21:30:00,87.8,40.472,54.343999999999994,29.28 -2020-06-26 21:45:00,87.75,41.882,54.343999999999994,29.28 -2020-06-26 22:00:00,84.36,39.395,49.672,29.28 -2020-06-26 22:15:00,81.7,41.153,49.672,29.28 -2020-06-26 22:30:00,76.68,40.829,49.672,29.28 -2020-06-26 22:45:00,74.71,38.507,49.672,29.28 -2020-06-26 23:00:00,71.08,35.825,42.065,29.28 -2020-06-26 23:15:00,71.04,32.855,42.065,29.28 -2020-06-26 23:30:00,66.37,29.904,42.065,29.28 -2020-06-26 23:45:00,69.55,28.935,42.065,29.28 -2020-06-27 00:00:00,65.06,22.680999999999997,38.829,29.17 -2020-06-27 00:15:00,66.26,22.67,38.829,29.17 -2020-06-27 00:30:00,67.1,21.462,38.829,29.17 -2020-06-27 00:45:00,66.18,20.795,38.829,29.17 -2020-06-27 01:00:00,63.32,20.668000000000003,34.63,29.17 -2020-06-27 01:15:00,71.54,19.678,34.63,29.17 -2020-06-27 01:30:00,69.12,17.852,34.63,29.17 -2020-06-27 01:45:00,70.08,18.394000000000002,34.63,29.17 -2020-06-27 02:00:00,62.8,17.964000000000002,32.465,29.17 -2020-06-27 02:15:00,62.11,15.561,32.465,29.17 -2020-06-27 02:30:00,65.37,17.749000000000002,32.465,29.17 -2020-06-27 02:45:00,68.43,18.676,32.465,29.17 -2020-06-27 03:00:00,68.92,19.649,31.925,29.17 -2020-06-27 03:15:00,68.83,16.522000000000002,31.925,29.17 -2020-06-27 03:30:00,65.01,15.847999999999999,31.925,29.17 -2020-06-27 03:45:00,60.82,17.756,31.925,29.17 -2020-06-27 04:00:00,61.0,21.845,31.309,29.17 -2020-06-27 04:15:00,68.68,26.747,31.309,29.17 -2020-06-27 04:30:00,68.89,23.107,31.309,29.17 -2020-06-27 04:45:00,67.89,22.884,31.309,29.17 -2020-06-27 05:00:00,63.25,28.361,30.323,29.17 -2020-06-27 05:15:00,62.79,27.12,30.323,29.17 -2020-06-27 05:30:00,67.71,21.116,30.323,29.17 -2020-06-27 05:45:00,71.77,22.594,30.323,29.17 -2020-06-27 06:00:00,75.97,37.208,31.438000000000002,29.17 -2020-06-27 06:15:00,71.83,46.221000000000004,31.438000000000002,29.17 -2020-06-27 06:30:00,70.47,41.309,31.438000000000002,29.17 -2020-06-27 06:45:00,72.75,38.786,31.438000000000002,29.17 -2020-06-27 07:00:00,76.92,38.353,34.891999999999996,29.17 -2020-06-27 07:15:00,77.53,37.963,34.891999999999996,29.17 -2020-06-27 07:30:00,75.96,34.871,34.891999999999996,29.17 -2020-06-27 07:45:00,74.03,35.513000000000005,34.891999999999996,29.17 -2020-06-27 08:00:00,75.68,34.279,39.608000000000004,29.17 -2020-06-27 08:15:00,76.83,37.715,39.608000000000004,29.17 -2020-06-27 08:30:00,81.14,37.835,39.608000000000004,29.17 -2020-06-27 08:45:00,76.55,41.08,39.608000000000004,29.17 -2020-06-27 09:00:00,72.19,37.061,40.894,29.17 -2020-06-27 09:15:00,77.15,38.563,40.894,29.17 -2020-06-27 09:30:00,77.14,41.949,40.894,29.17 -2020-06-27 09:45:00,75.67,44.763999999999996,40.894,29.17 -2020-06-27 10:00:00,75.84,39.874,39.525,29.17 -2020-06-27 10:15:00,73.35,41.927,39.525,29.17 -2020-06-27 10:30:00,70.92,42.309,39.525,29.17 -2020-06-27 10:45:00,72.03,43.653999999999996,39.525,29.17 -2020-06-27 11:00:00,67.93,39.957,36.718,29.17 -2020-06-27 11:15:00,67.39,41.049,36.718,29.17 -2020-06-27 11:30:00,68.26,42.368,36.718,29.17 -2020-06-27 11:45:00,65.04,43.833,36.718,29.17 -2020-06-27 12:00:00,61.59,41.327,35.688,29.17 -2020-06-27 12:15:00,61.46,41.361999999999995,35.688,29.17 -2020-06-27 12:30:00,59.79,40.125,35.688,29.17 -2020-06-27 12:45:00,61.07,41.525,35.688,29.17 -2020-06-27 13:00:00,56.5,41.835,32.858000000000004,29.17 -2020-06-27 13:15:00,57.59,42.577,32.858000000000004,29.17 -2020-06-27 13:30:00,57.29,41.902,32.858000000000004,29.17 -2020-06-27 13:45:00,57.27,39.775999999999996,32.858000000000004,29.17 -2020-06-27 14:00:00,56.82,41.222,31.738000000000003,29.17 -2020-06-27 14:15:00,57.12,39.06,31.738000000000003,29.17 -2020-06-27 14:30:00,57.83,38.715,31.738000000000003,29.17 -2020-06-27 14:45:00,60.56,39.176,31.738000000000003,29.17 -2020-06-27 15:00:00,59.67,41.595,34.35,29.17 -2020-06-27 15:15:00,59.31,39.548,34.35,29.17 -2020-06-27 15:30:00,60.2,37.325,34.35,29.17 -2020-06-27 15:45:00,61.46,34.984,34.35,29.17 -2020-06-27 16:00:00,62.44,39.122,37.522,29.17 -2020-06-27 16:15:00,63.64,38.339,37.522,29.17 -2020-06-27 16:30:00,66.31,37.792,37.522,29.17 -2020-06-27 16:45:00,67.86,33.27,37.522,29.17 -2020-06-27 17:00:00,70.65,37.027,42.498000000000005,29.17 -2020-06-27 17:15:00,71.24,34.755,42.498000000000005,29.17 -2020-06-27 17:30:00,73.98,33.844,42.498000000000005,29.17 -2020-06-27 17:45:00,75.04,32.39,42.498000000000005,29.17 -2020-06-27 18:00:00,77.44,36.498000000000005,44.701,29.17 -2020-06-27 18:15:00,76.21,37.229,44.701,29.17 -2020-06-27 18:30:00,76.3,36.213,44.701,29.17 -2020-06-27 18:45:00,76.3,37.082,44.701,29.17 -2020-06-27 19:00:00,76.28,37.175,45.727,29.17 -2020-06-27 19:15:00,73.26,35.755,45.727,29.17 -2020-06-27 19:30:00,72.4,35.575,45.727,29.17 -2020-06-27 19:45:00,70.94,36.29,45.727,29.17 -2020-06-27 20:00:00,71.82,34.611,43.391000000000005,29.17 -2020-06-27 20:15:00,71.23,34.848,43.391000000000005,29.17 -2020-06-27 20:30:00,71.26,33.97,43.391000000000005,29.17 -2020-06-27 20:45:00,72.04,35.955999999999996,43.391000000000005,29.17 -2020-06-27 21:00:00,74.06,34.341,41.231,29.17 -2020-06-27 21:15:00,74.57,37.683,41.231,29.17 -2020-06-27 21:30:00,70.48,38.56,41.231,29.17 -2020-06-27 21:45:00,70.41,39.407,41.231,29.17 -2020-06-27 22:00:00,62.13,36.991,40.798,29.17 -2020-06-27 22:15:00,64.93,39.149,40.798,29.17 -2020-06-27 22:30:00,60.41,38.819,40.798,29.17 -2020-06-27 22:45:00,62.8,36.968,40.798,29.17 -2020-06-27 23:00:00,59.35,33.760999999999996,34.402,29.17 -2020-06-27 23:15:00,59.05,31.136999999999997,34.402,29.17 -2020-06-27 23:30:00,58.0,30.514,34.402,29.17 -2020-06-27 23:45:00,57.81,29.741999999999997,34.402,29.17 -2020-06-28 00:00:00,52.34,24.013,30.171,29.17 -2020-06-28 00:15:00,55.36,22.846,30.171,29.17 -2020-06-28 00:30:00,54.45,21.474,30.171,29.17 -2020-06-28 00:45:00,54.19,20.747,30.171,29.17 -2020-06-28 01:00:00,53.18,20.885,27.15,29.17 -2020-06-28 01:15:00,50.44,19.824,27.15,29.17 -2020-06-28 01:30:00,52.82,17.895,27.15,29.17 -2020-06-28 01:45:00,53.02,18.034000000000002,27.15,29.17 -2020-06-28 02:00:00,52.68,17.64,25.403000000000002,29.17 -2020-06-28 02:15:00,52.39,15.887,25.403000000000002,29.17 -2020-06-28 02:30:00,52.08,18.303,25.403000000000002,29.17 -2020-06-28 02:45:00,52.53,18.977,25.403000000000002,29.17 -2020-06-28 03:00:00,52.73,20.605999999999998,23.386999999999997,29.17 -2020-06-28 03:15:00,53.01,17.711,23.386999999999997,29.17 -2020-06-28 03:30:00,52.27,16.403,23.386999999999997,29.17 -2020-06-28 03:45:00,52.48,17.54,23.386999999999997,29.17 -2020-06-28 04:00:00,51.85,21.539,23.941999999999997,29.17 -2020-06-28 04:15:00,51.64,25.916999999999998,23.941999999999997,29.17 -2020-06-28 04:30:00,52.18,23.593000000000004,23.941999999999997,29.17 -2020-06-28 04:45:00,52.88,22.923000000000002,23.941999999999997,29.17 -2020-06-28 05:00:00,52.47,28.29,23.026,29.17 -2020-06-28 05:15:00,52.43,26.049,23.026,29.17 -2020-06-28 05:30:00,49.33,19.701,23.026,29.17 -2020-06-28 05:45:00,52.47,20.958000000000002,23.026,29.17 -2020-06-28 06:00:00,53.34,33.241,23.223000000000003,29.17 -2020-06-28 06:15:00,53.67,42.965,23.223000000000003,29.17 -2020-06-28 06:30:00,54.36,37.324,23.223000000000003,29.17 -2020-06-28 06:45:00,54.97,33.788000000000004,23.223000000000003,29.17 -2020-06-28 07:00:00,54.97,33.775,24.968000000000004,29.17 -2020-06-28 07:15:00,54.23,31.741999999999997,24.968000000000004,29.17 -2020-06-28 07:30:00,53.95,29.835,24.968000000000004,29.17 -2020-06-28 07:45:00,53.99,30.430999999999997,24.968000000000004,29.17 -2020-06-28 08:00:00,54.31,30.06,29.131,29.17 -2020-06-28 08:15:00,53.99,34.674,29.131,29.17 -2020-06-28 08:30:00,54.29,35.741,29.131,29.17 -2020-06-28 08:45:00,55.38,39.021,29.131,29.17 -2020-06-28 09:00:00,53.19,34.866,29.904,29.17 -2020-06-28 09:15:00,54.67,35.915,29.904,29.17 -2020-06-28 09:30:00,54.92,39.713,29.904,29.17 -2020-06-28 09:45:00,55.03,43.516000000000005,29.904,29.17 -2020-06-28 10:00:00,56.5,39.309,28.943,29.17 -2020-06-28 10:15:00,57.14,41.528999999999996,28.943,29.17 -2020-06-28 10:30:00,58.29,42.163000000000004,28.943,29.17 -2020-06-28 10:45:00,58.46,44.405,28.943,29.17 -2020-06-28 11:00:00,57.77,40.417,31.682,29.17 -2020-06-28 11:15:00,55.17,41.08,31.682,29.17 -2020-06-28 11:30:00,54.11,42.855,31.682,29.17 -2020-06-28 11:45:00,54.05,44.603,31.682,29.17 -2020-06-28 12:00:00,52.24,43.143,27.315,29.17 -2020-06-28 12:15:00,54.17,42.653999999999996,27.315,29.17 -2020-06-28 12:30:00,51.79,41.54,27.315,29.17 -2020-06-28 12:45:00,52.87,42.261,27.315,29.17 -2020-06-28 13:00:00,48.04,42.218999999999994,23.894000000000002,29.17 -2020-06-28 13:15:00,48.71,42.547,23.894000000000002,29.17 -2020-06-28 13:30:00,47.9,40.772,23.894000000000002,29.17 -2020-06-28 13:45:00,51.51,39.719,23.894000000000002,29.17 -2020-06-28 14:00:00,51.52,42.372,21.148000000000003,29.17 -2020-06-28 14:15:00,49.54,40.695,21.148000000000003,29.17 -2020-06-28 14:30:00,49.02,39.174,21.148000000000003,29.17 -2020-06-28 14:45:00,52.42,38.562,21.148000000000003,29.17 -2020-06-28 15:00:00,52.14,41.068000000000005,21.229,29.17 -2020-06-28 15:15:00,52.45,38.25,21.229,29.17 -2020-06-28 15:30:00,53.38,35.873000000000005,21.229,29.17 -2020-06-28 15:45:00,50.9,33.839,21.229,29.17 -2020-06-28 16:00:00,52.91,36.479,25.037,29.17 -2020-06-28 16:15:00,55.27,35.875,25.037,29.17 -2020-06-28 16:30:00,56.98,36.352,25.037,29.17 -2020-06-28 16:45:00,61.07,31.888,25.037,29.17 -2020-06-28 17:00:00,63.55,36.014,37.11,29.17 -2020-06-28 17:15:00,65.49,35.226,37.11,29.17 -2020-06-28 17:30:00,66.42,35.125,37.11,29.17 -2020-06-28 17:45:00,67.75,34.19,37.11,29.17 -2020-06-28 18:00:00,72.02,38.864000000000004,42.215,29.17 -2020-06-28 18:15:00,71.79,39.239000000000004,42.215,29.17 -2020-06-28 18:30:00,71.81,37.871,42.215,29.17 -2020-06-28 18:45:00,73.23,38.946,42.215,29.17 -2020-06-28 19:00:00,75.51,41.174,44.383,29.17 -2020-06-28 19:15:00,72.91,38.681,44.383,29.17 -2020-06-28 19:30:00,72.05,38.239000000000004,44.383,29.17 -2020-06-28 19:45:00,71.62,38.571999999999996,44.383,29.17 -2020-06-28 20:00:00,72.23,37.048,43.426,29.17 -2020-06-28 20:15:00,72.93,37.198,43.426,29.17 -2020-06-28 20:30:00,75.71,37.187,43.426,29.17 -2020-06-28 20:45:00,76.24,37.47,43.426,29.17 -2020-06-28 21:00:00,79.17,35.599000000000004,42.265,29.17 -2020-06-28 21:15:00,79.66,38.616,42.265,29.17 -2020-06-28 21:30:00,77.53,38.846,42.265,29.17 -2020-06-28 21:45:00,76.34,40.054,42.265,29.17 -2020-06-28 22:00:00,71.7,39.599000000000004,42.26,29.17 -2020-06-28 22:15:00,73.09,40.06,42.26,29.17 -2020-06-28 22:30:00,70.56,39.058,42.26,29.17 -2020-06-28 22:45:00,71.0,35.898,42.26,29.17 -2020-06-28 23:00:00,64.44,32.248000000000005,36.609,29.17 -2020-06-28 23:15:00,64.62,30.998,36.609,29.17 -2020-06-28 23:30:00,61.55,29.895,36.609,29.17 -2020-06-28 23:45:00,63.88,29.316,36.609,29.17 -2020-06-29 00:00:00,66.83,25.676,34.611,29.28 -2020-06-29 00:15:00,67.56,25.444000000000003,34.611,29.28 -2020-06-29 00:30:00,66.99,23.704,34.611,29.28 -2020-06-29 00:45:00,65.2,22.566,34.611,29.28 -2020-06-29 01:00:00,61.33,23.096,33.552,29.28 -2020-06-29 01:15:00,61.25,22.009,33.552,29.28 -2020-06-29 01:30:00,68.73,20.438,33.552,29.28 -2020-06-29 01:45:00,69.26,20.480999999999998,33.552,29.28 -2020-06-29 02:00:00,67.73,20.535999999999998,32.351,29.28 -2020-06-29 02:15:00,64.1,17.863,32.351,29.28 -2020-06-29 02:30:00,65.25,20.449,32.351,29.28 -2020-06-29 02:45:00,62.46,20.95,32.351,29.28 -2020-06-29 03:00:00,63.93,23.139,30.793000000000003,29.28 -2020-06-29 03:15:00,64.66,21.044,30.793000000000003,29.28 -2020-06-29 03:30:00,64.42,20.402,30.793000000000003,29.28 -2020-06-29 03:45:00,65.17,21.073,30.793000000000003,29.28 -2020-06-29 04:00:00,69.29,28.322,31.274,29.28 -2020-06-29 04:15:00,69.39,35.769,31.274,29.28 -2020-06-29 04:30:00,73.21,33.074,31.274,29.28 -2020-06-29 04:45:00,76.37,32.777,31.274,29.28 -2020-06-29 05:00:00,84.05,45.946999999999996,37.75,29.28 -2020-06-29 05:15:00,89.26,54.832,37.75,29.28 -2020-06-29 05:30:00,91.77,47.041000000000004,37.75,29.28 -2020-06-29 05:45:00,100.7,45.004,37.75,29.28 -2020-06-29 06:00:00,106.18,46.221000000000004,55.36,29.28 -2020-06-29 06:15:00,104.78,46.18899999999999,55.36,29.28 -2020-06-29 06:30:00,101.12,44.909,55.36,29.28 -2020-06-29 06:45:00,106.27,47.068999999999996,55.36,29.28 -2020-06-29 07:00:00,110.35,47.54600000000001,65.87,29.28 -2020-06-29 07:15:00,106.69,47.847,65.87,29.28 -2020-06-29 07:30:00,102.74,45.05,65.87,29.28 -2020-06-29 07:45:00,98.31,45.833999999999996,65.87,29.28 -2020-06-29 08:00:00,101.86,43.085,55.695,29.28 -2020-06-29 08:15:00,104.63,46.422,55.695,29.28 -2020-06-29 08:30:00,103.4,46.312,55.695,29.28 -2020-06-29 08:45:00,98.22,49.619,55.695,29.28 -2020-06-29 09:00:00,97.83,44.388000000000005,50.881,29.28 -2020-06-29 09:15:00,98.5,43.49100000000001,50.881,29.28 -2020-06-29 09:30:00,97.26,46.31399999999999,50.881,29.28 -2020-06-29 09:45:00,99.53,47.886,50.881,29.28 -2020-06-29 10:00:00,105.48,44.043,49.138000000000005,29.28 -2020-06-29 10:15:00,107.62,46.105,49.138000000000005,29.28 -2020-06-29 10:30:00,106.69,46.236999999999995,49.138000000000005,29.28 -2020-06-29 10:45:00,101.86,46.96,49.138000000000005,29.28 -2020-06-29 11:00:00,108.46,43.041000000000004,49.178000000000004,29.28 -2020-06-29 11:15:00,104.0,44.08,49.178000000000004,29.28 -2020-06-29 11:30:00,102.52,46.606,49.178000000000004,29.28 -2020-06-29 11:45:00,97.39,48.825,49.178000000000004,29.28 -2020-06-29 12:00:00,95.56,45.77,47.698,29.28 -2020-06-29 12:15:00,98.26,45.39,47.698,29.28 -2020-06-29 12:30:00,92.89,43.213,47.698,29.28 -2020-06-29 12:45:00,91.17,44.008,47.698,29.28 -2020-06-29 13:00:00,90.56,44.903,48.104,29.28 -2020-06-29 13:15:00,91.19,44.283,48.104,29.28 -2020-06-29 13:30:00,93.09,42.658,48.104,29.28 -2020-06-29 13:45:00,90.72,42.498000000000005,48.104,29.28 -2020-06-29 14:00:00,92.67,44.217,48.53,29.28 -2020-06-29 14:15:00,90.61,43.095,48.53,29.28 -2020-06-29 14:30:00,89.74,41.367,48.53,29.28 -2020-06-29 14:45:00,89.22,42.806999999999995,48.53,29.28 -2020-06-29 15:00:00,92.79,45.053999999999995,49.351000000000006,29.28 -2020-06-29 15:15:00,89.48,41.575,49.351000000000006,29.28 -2020-06-29 15:30:00,89.59,39.916,49.351000000000006,29.28 -2020-06-29 15:45:00,91.17,37.37,49.351000000000006,29.28 -2020-06-29 16:00:00,92.45,41.121,51.44,29.28 -2020-06-29 16:15:00,93.63,40.543,51.44,29.28 -2020-06-29 16:30:00,98.96,40.327,51.44,29.28 -2020-06-29 16:45:00,97.02,35.815,51.44,29.28 -2020-06-29 17:00:00,99.29,38.823,56.868,29.28 -2020-06-29 17:15:00,99.23,38.361,56.868,29.28 -2020-06-29 17:30:00,99.19,37.845,56.868,29.28 -2020-06-29 17:45:00,102.14,36.434,56.868,29.28 -2020-06-29 18:00:00,102.78,40.075,57.229,29.28 -2020-06-29 18:15:00,101.5,38.505,57.229,29.28 -2020-06-29 18:30:00,103.73,36.42,57.229,29.28 -2020-06-29 18:45:00,102.37,40.659,57.229,29.28 -2020-06-29 19:00:00,99.56,42.528,57.744,29.28 -2020-06-29 19:15:00,95.89,41.278,57.744,29.28 -2020-06-29 19:30:00,96.63,40.488,57.744,29.28 -2020-06-29 19:45:00,92.86,40.168,57.744,29.28 -2020-06-29 20:00:00,91.91,37.258,66.05199999999999,29.28 -2020-06-29 20:15:00,90.4,38.671,66.05199999999999,29.28 -2020-06-29 20:30:00,93.06,39.088,66.05199999999999,29.28 -2020-06-29 20:45:00,90.78,39.683,66.05199999999999,29.28 -2020-06-29 21:00:00,92.65,37.217,59.396,29.28 -2020-06-29 21:15:00,88.69,40.618,59.396,29.28 -2020-06-29 21:30:00,86.02,41.196000000000005,59.396,29.28 -2020-06-29 21:45:00,84.23,42.163000000000004,59.396,29.28 -2020-06-29 22:00:00,80.64,39.546,53.06,29.28 -2020-06-29 22:15:00,79.82,41.918,53.06,29.28 -2020-06-29 22:30:00,78.02,36.138000000000005,53.06,29.28 -2020-06-29 22:45:00,80.24,32.711,53.06,29.28 -2020-06-29 23:00:00,73.65,29.131,46.148,29.28 -2020-06-29 23:15:00,74.02,26.403000000000002,46.148,29.28 -2020-06-29 23:30:00,72.94,25.406999999999996,46.148,29.28 -2020-06-29 23:45:00,71.27,24.415,46.148,29.28 -2020-06-30 00:00:00,72.03,23.34,44.625,29.28 -2020-06-30 00:15:00,69.91,24.04,44.625,29.28 -2020-06-30 00:30:00,68.65,22.963,44.625,29.28 -2020-06-30 00:45:00,71.12,22.569000000000003,44.625,29.28 -2020-06-30 01:00:00,68.89,22.561,41.733000000000004,29.28 -2020-06-30 01:15:00,68.91,21.552,41.733000000000004,29.28 -2020-06-30 01:30:00,69.21,19.86,41.733000000000004,29.28 -2020-06-30 01:45:00,72.69,19.401,41.733000000000004,29.28 -2020-06-30 02:00:00,69.55,18.98,39.872,29.28 -2020-06-30 02:15:00,70.67,17.457,39.872,29.28 -2020-06-30 02:30:00,77.04,19.615,39.872,29.28 -2020-06-30 02:45:00,77.77,20.448,39.872,29.28 -2020-06-30 03:00:00,73.56,22.02,38.711,29.28 -2020-06-30 03:15:00,71.83,20.819000000000003,38.711,29.28 -2020-06-30 03:30:00,74.59,20.177,38.711,29.28 -2020-06-30 03:45:00,72.48,19.767,38.711,29.28 -2020-06-30 04:00:00,73.67,25.706,39.823,29.28 -2020-06-30 04:15:00,76.58,33.113,39.823,29.28 -2020-06-30 04:30:00,78.87,30.273000000000003,39.823,29.28 -2020-06-30 04:45:00,84.64,30.521,39.823,29.28 -2020-06-30 05:00:00,90.01,45.441,43.228,29.28 -2020-06-30 05:15:00,94.67,54.836000000000006,43.228,29.28 -2020-06-30 05:30:00,100.35,47.21,43.228,29.28 -2020-06-30 05:45:00,104.12,44.481,43.228,29.28 -2020-06-30 06:00:00,104.34,46.69,54.316,29.28 -2020-06-30 06:15:00,106.09,46.928999999999995,54.316,29.28 -2020-06-30 06:30:00,104.25,45.317,54.316,29.28 -2020-06-30 06:45:00,111.24,46.6,54.316,29.28 -2020-06-30 07:00:00,112.68,47.207,65.758,29.28 -2020-06-30 07:15:00,112.93,47.266000000000005,65.758,29.28 -2020-06-30 07:30:00,106.91,44.458999999999996,65.758,29.28 -2020-06-30 07:45:00,109.59,44.313,65.758,29.28 -2020-06-30 08:00:00,108.14,41.508,57.983000000000004,29.28 -2020-06-30 08:15:00,105.14,44.367,57.983000000000004,29.28 -2020-06-30 08:30:00,102.56,44.407,57.983000000000004,29.28 -2020-06-30 08:45:00,109.58,46.778999999999996,57.983000000000004,29.28 -2020-06-30 09:00:00,108.83,41.842,52.653,29.28 -2020-06-30 09:15:00,107.0,40.89,52.653,29.28 -2020-06-30 09:30:00,102.96,44.428000000000004,52.653,29.28 -2020-06-30 09:45:00,100.07,47.33,52.653,29.28 -2020-06-30 10:00:00,106.46,42.102,51.408,29.28 -2020-06-30 10:15:00,108.26,43.974,51.408,29.28 -2020-06-30 10:30:00,109.08,44.14,51.408,29.28 -2020-06-30 10:45:00,106.82,45.883,51.408,29.28 -2020-06-30 11:00:00,100.17,42.043,51.913000000000004,29.28 -2020-06-30 11:15:00,103.91,43.474,51.913000000000004,29.28 -2020-06-30 11:30:00,106.58,44.784,51.913000000000004,29.28 -2020-06-30 11:45:00,101.37,46.586000000000006,51.913000000000004,29.28 -2020-06-30 12:00:00,98.37,43.301,49.508,29.28 -2020-06-30 12:15:00,96.43,43.236999999999995,49.508,29.28 -2020-06-30 12:30:00,100.54,41.938,49.508,29.28 -2020-06-30 12:45:00,100.76,43.412,49.508,29.28 -2020-06-30 13:00:00,99.12,43.91,50.007,29.28 -2020-06-30 13:15:00,93.41,45.073,50.007,29.28 -2020-06-30 13:30:00,100.0,43.479,50.007,29.28 -2020-06-30 13:45:00,100.4,42.37,50.007,29.28 -2020-06-30 14:00:00,101.59,44.562,49.778999999999996,29.28 -2020-06-30 14:15:00,93.92,43.248000000000005,49.778999999999996,29.28 -2020-06-30 14:30:00,98.79,41.861000000000004,49.778999999999996,29.28 -2020-06-30 14:45:00,99.07,42.513000000000005,49.778999999999996,29.28 -2020-06-30 15:00:00,98.76,44.603,51.559,29.28 -2020-06-30 15:15:00,96.36,42.058,51.559,29.28 -2020-06-30 15:30:00,97.72,40.195,51.559,29.28 -2020-06-30 15:45:00,100.74,37.971,51.559,29.28 -2020-06-30 16:00:00,101.72,41.047,53.531000000000006,29.28 -2020-06-30 16:15:00,97.36,40.577,53.531000000000006,29.28 -2020-06-30 16:30:00,100.31,40.037,53.531000000000006,29.28 -2020-06-30 16:45:00,100.27,36.243,53.531000000000006,29.28 -2020-06-30 17:00:00,108.34,39.504,59.497,29.28 -2020-06-30 17:15:00,109.28,39.463,59.497,29.28 -2020-06-30 17:30:00,107.79,38.535,59.497,29.28 -2020-06-30 17:45:00,105.96,36.778,59.497,29.28 -2020-06-30 18:00:00,107.94,39.473,59.861999999999995,29.28 -2020-06-30 18:15:00,109.77,39.347,59.861999999999995,29.28 -2020-06-30 18:30:00,112.0,36.985,59.861999999999995,29.28 -2020-06-30 18:45:00,107.95,41.065,59.861999999999995,29.28 -2020-06-30 19:00:00,102.45,41.773,60.989,29.28 -2020-06-30 19:15:00,102.48,40.681999999999995,60.989,29.28 -2020-06-30 19:30:00,105.3,39.64,60.989,29.28 -2020-06-30 19:45:00,101.39,39.65,60.989,29.28 -2020-06-30 20:00:00,93.96,37.129,68.35600000000001,29.28 -2020-06-30 20:15:00,92.47,37.068000000000005,68.35600000000001,29.28 -2020-06-30 20:30:00,92.77,37.573,68.35600000000001,29.28 -2020-06-30 20:45:00,95.45,38.578,68.35600000000001,29.28 -2020-06-30 21:00:00,91.73,36.955,59.251000000000005,29.28 -2020-06-30 21:15:00,91.24,38.936,59.251000000000005,29.28 -2020-06-30 21:30:00,89.56,39.635,59.251000000000005,29.28 -2020-06-30 21:45:00,87.06,40.806,59.251000000000005,29.28 -2020-06-30 22:00:00,82.92,38.446999999999996,54.736999999999995,29.28 -2020-06-30 22:15:00,83.13,40.474000000000004,54.736999999999995,29.28 -2020-06-30 22:30:00,79.39,34.979,54.736999999999995,29.28 -2020-06-30 22:45:00,78.5,31.551,54.736999999999995,29.28 -2020-06-30 23:00:00,75.71,27.199,46.806999999999995,29.28 -2020-06-30 23:15:00,75.56,26.018,46.806999999999995,29.28 -2020-06-30 23:30:00,74.43,25.016,46.806999999999995,29.28 -2020-06-30 23:45:00,73.31,24.177,46.806999999999995,29.28 -2020-07-01 00:00:00,70.43,18.788,42.195,29.509 -2020-07-01 00:15:00,71.7,19.662,42.195,29.509 -2020-07-01 00:30:00,70.95,18.385,42.195,29.509 -2020-07-01 00:45:00,71.27,18.276,42.195,29.509 -2020-07-01 01:00:00,69.68,18.217,38.82,29.509 -2020-07-01 01:15:00,70.95,17.452,38.82,29.509 -2020-07-01 01:30:00,71.25,15.89,38.82,29.509 -2020-07-01 01:45:00,71.45,15.93,38.82,29.509 -2020-07-01 02:00:00,70.66,15.644,37.023,29.509 -2020-07-01 02:15:00,70.4,14.513,37.023,29.509 -2020-07-01 02:30:00,71.19,16.352999999999998,37.023,29.509 -2020-07-01 02:45:00,71.81,17.062,37.023,29.509 -2020-07-01 03:00:00,72.87,18.293,36.818000000000005,29.509 -2020-07-01 03:15:00,71.24,17.483,36.818000000000005,29.509 -2020-07-01 03:30:00,72.47,16.722,36.818000000000005,29.509 -2020-07-01 03:45:00,73.77,15.866,36.818000000000005,29.509 -2020-07-01 04:00:00,79.37,20.849,37.495,29.509 -2020-07-01 04:15:00,83.66,27.185,37.495,29.509 -2020-07-01 04:30:00,85.87,24.576,37.495,29.509 -2020-07-01 04:45:00,82.08,24.599,37.495,29.509 -2020-07-01 05:00:00,87.68,37.652,39.858000000000004,29.509 -2020-07-01 05:15:00,91.0,45.316,39.858000000000004,29.509 -2020-07-01 05:30:00,94.48,39.075,39.858000000000004,29.509 -2020-07-01 05:45:00,96.89,36.391999999999996,39.858000000000004,29.509 -2020-07-01 06:00:00,102.46,37.272,52.867,29.509 -2020-07-01 06:15:00,102.72,36.881,52.867,29.509 -2020-07-01 06:30:00,102.82,36.024,52.867,29.509 -2020-07-01 06:45:00,103.56,37.891999999999996,52.867,29.509 -2020-07-01 07:00:00,106.17,38.054,66.061,29.509 -2020-07-01 07:15:00,107.32,38.36,66.061,29.509 -2020-07-01 07:30:00,103.25,36.042,66.061,29.509 -2020-07-01 07:45:00,105.44,36.064,66.061,29.509 -2020-07-01 08:00:00,102.77,31.921,58.532,29.509 -2020-07-01 08:15:00,106.3,34.949,58.532,29.509 -2020-07-01 08:30:00,109.35,36.171,58.532,29.509 -2020-07-01 08:45:00,110.17,38.823,58.532,29.509 -2020-07-01 09:00:00,107.3,32.952,56.047,29.509 -2020-07-01 09:15:00,102.83,32.253,56.047,29.509 -2020-07-01 09:30:00,105.13,36.139,56.047,29.509 -2020-07-01 09:45:00,108.99,39.617,56.047,29.509 -2020-07-01 10:00:00,108.91,36.763000000000005,53.823,29.509 -2020-07-01 10:15:00,111.42,38.422,53.823,29.509 -2020-07-01 10:30:00,107.94,38.482,53.823,29.509 -2020-07-01 10:45:00,106.69,39.787,53.823,29.509 -2020-07-01 11:00:00,108.14,37.555,54.184,29.509 -2020-07-01 11:15:00,107.34,38.873000000000005,54.184,29.509 -2020-07-01 11:30:00,103.63,40.246,54.184,29.509 -2020-07-01 11:45:00,99.79,41.605,54.184,29.509 -2020-07-01 12:00:00,101.32,36.647,52.628,29.509 -2020-07-01 12:15:00,105.42,36.146,52.628,29.509 -2020-07-01 12:30:00,103.81,35.018,52.628,29.509 -2020-07-01 12:45:00,100.08,36.165,52.628,29.509 -2020-07-01 13:00:00,97.35,36.506,52.31,29.509 -2020-07-01 13:15:00,99.57,37.897,52.31,29.509 -2020-07-01 13:30:00,102.34,36.091,52.31,29.509 -2020-07-01 13:45:00,101.61,35.67,52.31,29.509 -2020-07-01 14:00:00,97.36,37.439,52.278999999999996,29.509 -2020-07-01 14:15:00,95.86,36.361,52.278999999999996,29.509 -2020-07-01 14:30:00,94.71,35.399,52.278999999999996,29.509 -2020-07-01 14:45:00,102.25,35.926,52.278999999999996,29.509 -2020-07-01 15:00:00,101.58,37.861999999999995,53.306999999999995,29.509 -2020-07-01 15:15:00,106.6,35.504,53.306999999999995,29.509 -2020-07-01 15:30:00,109.06,33.898,53.306999999999995,29.509 -2020-07-01 15:45:00,110.7,32.225,53.306999999999995,29.509 -2020-07-01 16:00:00,104.2,34.999,55.358999999999995,29.509 -2020-07-01 16:15:00,100.24,34.702,55.358999999999995,29.509 -2020-07-01 16:30:00,107.63,33.689,55.358999999999995,29.509 -2020-07-01 16:45:00,110.17,30.451999999999998,55.358999999999995,29.509 -2020-07-01 17:00:00,110.35,34.147,59.211999999999996,29.509 -2020-07-01 17:15:00,104.03,34.079,59.211999999999996,29.509 -2020-07-01 17:30:00,107.88,32.936,59.211999999999996,29.509 -2020-07-01 17:45:00,108.5,31.721,59.211999999999996,29.509 -2020-07-01 18:00:00,113.12,34.732,60.403999999999996,29.509 -2020-07-01 18:15:00,112.56,34.763000000000005,60.403999999999996,29.509 -2020-07-01 18:30:00,109.0,32.714,60.403999999999996,29.509 -2020-07-01 18:45:00,106.69,35.778,60.403999999999996,29.509 -2020-07-01 19:00:00,103.85,36.946999999999996,60.993,29.509 -2020-07-01 19:15:00,104.5,36.014,60.993,29.509 -2020-07-01 19:30:00,99.49,34.96,60.993,29.509 -2020-07-01 19:45:00,102.64,34.247,60.993,29.509 -2020-07-01 20:00:00,93.35,31.489,66.6,29.509 -2020-07-01 20:15:00,92.62,31.057,66.6,29.509 -2020-07-01 20:30:00,94.73,31.609,66.6,29.509 -2020-07-01 20:45:00,92.77,32.135999999999996,66.6,29.509 -2020-07-01 21:00:00,93.61,30.487,59.855,29.509 -2020-07-01 21:15:00,91.43,32.09,59.855,29.509 -2020-07-01 21:30:00,88.22,33.063,59.855,29.509 -2020-07-01 21:45:00,86.19,34.155,59.855,29.509 -2020-07-01 22:00:00,82.68,31.27,54.942,29.509 -2020-07-01 22:15:00,82.47,33.906,54.942,29.509 -2020-07-01 22:30:00,79.33,29.747,54.942,29.509 -2020-07-01 22:45:00,79.58,26.566999999999997,54.942,29.509 -2020-07-01 23:00:00,76.55,23.329,46.056000000000004,29.509 -2020-07-01 23:15:00,75.74,21.73,46.056000000000004,29.509 -2020-07-01 23:30:00,76.51,20.483,46.056000000000004,29.509 -2020-07-01 23:45:00,75.37,19.579,46.056000000000004,29.509 -2020-07-02 00:00:00,71.27,18.766,40.859,29.509 -2020-07-02 00:15:00,75.23,19.639,40.859,29.509 -2020-07-02 00:30:00,72.87,18.366,40.859,29.509 -2020-07-02 00:45:00,72.99,18.262,40.859,29.509 -2020-07-02 01:00:00,73.16,18.214000000000002,39.06,29.509 -2020-07-02 01:15:00,71.58,17.437,39.06,29.509 -2020-07-02 01:30:00,70.03,15.875,39.06,29.509 -2020-07-02 01:45:00,71.6,15.907,39.06,29.509 -2020-07-02 02:00:00,71.98,15.627,37.592,29.509 -2020-07-02 02:15:00,72.45,14.513,37.592,29.509 -2020-07-02 02:30:00,71.95,16.332,37.592,29.509 -2020-07-02 02:45:00,73.87,17.044,37.592,29.509 -2020-07-02 03:00:00,73.17,18.271,37.416,29.509 -2020-07-02 03:15:00,73.55,17.469,37.416,29.509 -2020-07-02 03:30:00,74.45,16.714000000000002,37.416,29.509 -2020-07-02 03:45:00,76.07,15.876,37.416,29.509 -2020-07-02 04:00:00,85.78,20.818,38.176,29.509 -2020-07-02 04:15:00,84.85,27.118000000000002,38.176,29.509 -2020-07-02 04:30:00,81.2,24.5,38.176,29.509 -2020-07-02 04:45:00,82.99,24.521,38.176,29.509 -2020-07-02 05:00:00,91.83,37.501999999999995,41.203,29.509 -2020-07-02 05:15:00,92.7,45.07,41.203,29.509 -2020-07-02 05:30:00,93.71,38.889,41.203,29.509 -2020-07-02 05:45:00,100.65,36.238,41.203,29.509 -2020-07-02 06:00:00,111.15,37.12,51.09,29.509 -2020-07-02 06:15:00,112.6,36.724000000000004,51.09,29.509 -2020-07-02 06:30:00,107.72,35.889,51.09,29.509 -2020-07-02 06:45:00,109.61,37.786,51.09,29.509 -2020-07-02 07:00:00,106.92,37.939,63.541000000000004,29.509 -2020-07-02 07:15:00,111.87,38.266,63.541000000000004,29.509 -2020-07-02 07:30:00,113.84,35.949,63.541000000000004,29.509 -2020-07-02 07:45:00,113.44,36.0,63.541000000000004,29.509 -2020-07-02 08:00:00,107.91,31.868000000000002,55.65,29.509 -2020-07-02 08:15:00,107.55,34.914,55.65,29.509 -2020-07-02 08:30:00,114.18,36.126,55.65,29.509 -2020-07-02 08:45:00,115.94,38.775,55.65,29.509 -2020-07-02 09:00:00,110.22,32.898,51.833999999999996,29.509 -2020-07-02 09:15:00,109.29,32.201,51.833999999999996,29.509 -2020-07-02 09:30:00,107.38,36.082,51.833999999999996,29.509 -2020-07-02 09:45:00,111.58,39.568000000000005,51.833999999999996,29.509 -2020-07-02 10:00:00,112.97,36.721,49.70399999999999,29.509 -2020-07-02 10:15:00,113.92,38.382,49.70399999999999,29.509 -2020-07-02 10:30:00,108.83,38.439,49.70399999999999,29.509 -2020-07-02 10:45:00,113.08,39.747,49.70399999999999,29.509 -2020-07-02 11:00:00,112.65,37.512,48.593999999999994,29.509 -2020-07-02 11:15:00,108.39,38.832,48.593999999999994,29.509 -2020-07-02 11:30:00,105.46,40.194,48.593999999999994,29.509 -2020-07-02 11:45:00,103.74,41.549,48.593999999999994,29.509 -2020-07-02 12:00:00,102.28,36.616,46.275,29.509 -2020-07-02 12:15:00,112.02,36.114000000000004,46.275,29.509 -2020-07-02 12:30:00,110.12,34.974000000000004,46.275,29.509 -2020-07-02 12:45:00,111.95,36.118,46.275,29.509 -2020-07-02 13:00:00,108.93,36.444,45.803000000000004,29.509 -2020-07-02 13:15:00,104.36,37.830999999999996,45.803000000000004,29.509 -2020-07-02 13:30:00,111.63,36.033,45.803000000000004,29.509 -2020-07-02 13:45:00,108.98,35.619,45.803000000000004,29.509 -2020-07-02 14:00:00,114.1,37.393,46.251999999999995,29.509 -2020-07-02 14:15:00,102.95,36.316,46.251999999999995,29.509 -2020-07-02 14:30:00,101.66,35.339,46.251999999999995,29.509 -2020-07-02 14:45:00,108.11,35.873000000000005,46.251999999999995,29.509 -2020-07-02 15:00:00,117.54,37.826,48.309,29.509 -2020-07-02 15:15:00,115.68,35.461,48.309,29.509 -2020-07-02 15:30:00,115.1,33.853,48.309,29.509 -2020-07-02 15:45:00,108.35,32.172,48.309,29.509 -2020-07-02 16:00:00,106.86,34.964,49.681999999999995,29.509 -2020-07-02 16:15:00,116.47,34.668,49.681999999999995,29.509 -2020-07-02 16:30:00,115.12,33.673,49.681999999999995,29.509 -2020-07-02 16:45:00,115.58,30.432,49.681999999999995,29.509 -2020-07-02 17:00:00,113.83,34.135999999999996,53.086000000000006,29.509 -2020-07-02 17:15:00,108.49,34.075,53.086000000000006,29.509 -2020-07-02 17:30:00,108.27,32.933,53.086000000000006,29.509 -2020-07-02 17:45:00,110.25,31.714000000000002,53.086000000000006,29.509 -2020-07-02 18:00:00,117.44,34.733000000000004,54.038999999999994,29.509 -2020-07-02 18:15:00,113.72,34.743,54.038999999999994,29.509 -2020-07-02 18:30:00,110.69,32.695,54.038999999999994,29.509 -2020-07-02 18:45:00,103.51,35.757,54.038999999999994,29.509 -2020-07-02 19:00:00,99.92,36.928000000000004,53.408,29.509 -2020-07-02 19:15:00,95.01,35.986999999999995,53.408,29.509 -2020-07-02 19:30:00,95.4,34.926,53.408,29.509 -2020-07-02 19:45:00,91.38,34.207,53.408,29.509 -2020-07-02 20:00:00,91.86,31.435,55.309,29.509 -2020-07-02 20:15:00,89.76,31.002,55.309,29.509 -2020-07-02 20:30:00,90.27,31.554000000000002,55.309,29.509 -2020-07-02 20:45:00,93.88,32.098,55.309,29.509 -2020-07-02 21:00:00,88.63,30.451999999999998,51.585,29.509 -2020-07-02 21:15:00,87.77,32.058,51.585,29.509 -2020-07-02 21:30:00,87.98,33.01,51.585,29.509 -2020-07-02 21:45:00,85.55,34.099000000000004,51.585,29.509 -2020-07-02 22:00:00,81.55,31.225,48.006,29.509 -2020-07-02 22:15:00,79.87,33.864000000000004,48.006,29.509 -2020-07-02 22:30:00,78.85,29.693,48.006,29.509 -2020-07-02 22:45:00,80.14,26.506,48.006,29.509 -2020-07-02 23:00:00,74.23,23.264,42.309,29.509 -2020-07-02 23:15:00,74.85,21.691999999999997,42.309,29.509 -2020-07-02 23:30:00,74.97,20.459,42.309,29.509 -2020-07-02 23:45:00,73.89,19.547,42.309,29.509 -2020-07-03 00:00:00,70.93,16.918,39.649,29.509 -2020-07-03 00:15:00,74.24,18.007,39.649,29.509 -2020-07-03 00:30:00,70.69,17.027,39.649,29.509 -2020-07-03 00:45:00,71.66,17.366,39.649,29.509 -2020-07-03 01:00:00,70.83,16.942,37.744,29.509 -2020-07-03 01:15:00,71.09,15.489,37.744,29.509 -2020-07-03 01:30:00,73.13,14.683,37.744,29.509 -2020-07-03 01:45:00,70.01,14.513,37.744,29.509 -2020-07-03 02:00:00,69.99,15.138,36.965,29.509 -2020-07-03 02:15:00,72.95,14.513,36.965,29.509 -2020-07-03 02:30:00,70.26,16.631,36.965,29.509 -2020-07-03 02:45:00,72.71,16.631,36.965,29.509 -2020-07-03 03:00:00,71.77,18.701,37.678000000000004,29.509 -2020-07-03 03:15:00,71.51,16.611,37.678000000000004,29.509 -2020-07-03 03:30:00,76.38,15.615,37.678000000000004,29.509 -2020-07-03 03:45:00,80.75,15.698,37.678000000000004,29.509 -2020-07-03 04:00:00,85.8,20.732,38.591,29.509 -2020-07-03 04:15:00,79.97,25.381,38.591,29.509 -2020-07-03 04:30:00,79.88,23.738000000000003,38.591,29.509 -2020-07-03 04:45:00,87.51,23.125999999999998,38.591,29.509 -2020-07-03 05:00:00,88.68,35.584,40.666,29.509 -2020-07-03 05:15:00,99.92,44.004,40.666,29.509 -2020-07-03 05:30:00,102.65,38.053000000000004,40.666,29.509 -2020-07-03 05:45:00,105.28,34.976,40.666,29.509 -2020-07-03 06:00:00,112.07,36.077,51.784,29.509 -2020-07-03 06:15:00,109.3,35.889,51.784,29.509 -2020-07-03 06:30:00,114.85,35.047,51.784,29.509 -2020-07-03 06:45:00,117.65,36.794000000000004,51.784,29.509 -2020-07-03 07:00:00,118.78,37.632,61.383,29.509 -2020-07-03 07:15:00,114.49,38.888000000000005,61.383,29.509 -2020-07-03 07:30:00,122.05,34.546,61.383,29.509 -2020-07-03 07:45:00,121.0,34.44,61.383,29.509 -2020-07-03 08:00:00,120.65,31.176,55.272,29.509 -2020-07-03 08:15:00,115.76,34.957,55.272,29.509 -2020-07-03 08:30:00,118.63,36.018,55.272,29.509 -2020-07-03 08:45:00,124.55,38.578,55.272,29.509 -2020-07-03 09:00:00,124.35,30.26,53.506,29.509 -2020-07-03 09:15:00,123.23,31.552,53.506,29.509 -2020-07-03 09:30:00,117.79,34.724000000000004,53.506,29.509 -2020-07-03 09:45:00,124.21,38.628,53.506,29.509 -2020-07-03 10:00:00,124.18,35.675,51.363,29.509 -2020-07-03 10:15:00,125.33,37.067,51.363,29.509 -2020-07-03 10:30:00,113.6,37.708,51.363,29.509 -2020-07-03 10:45:00,112.47,38.94,51.363,29.509 -2020-07-03 11:00:00,117.84,36.973,51.043,29.509 -2020-07-03 11:15:00,119.54,37.192,51.043,29.509 -2020-07-03 11:30:00,114.56,38.071,51.043,29.509 -2020-07-03 11:45:00,111.63,38.407,51.043,29.509 -2020-07-03 12:00:00,106.04,33.891999999999996,47.52,29.509 -2020-07-03 12:15:00,110.61,32.827,47.52,29.509 -2020-07-03 12:30:00,107.32,31.789,47.52,29.509 -2020-07-03 12:45:00,103.64,32.069,47.52,29.509 -2020-07-03 13:00:00,101.08,32.958,45.494,29.509 -2020-07-03 13:15:00,99.8,34.49,45.494,29.509 -2020-07-03 13:30:00,95.66,33.538000000000004,45.494,29.509 -2020-07-03 13:45:00,101.57,33.458,45.494,29.509 -2020-07-03 14:00:00,98.0,34.446999999999996,43.883,29.509 -2020-07-03 14:15:00,99.34,33.841,43.883,29.509 -2020-07-03 14:30:00,102.34,34.419000000000004,43.883,29.509 -2020-07-03 14:45:00,107.73,34.214,43.883,29.509 -2020-07-03 15:00:00,109.4,36.125,45.714,29.509 -2020-07-03 15:15:00,106.77,33.525,45.714,29.509 -2020-07-03 15:30:00,104.22,31.396,45.714,29.509 -2020-07-03 15:45:00,105.17,30.504,45.714,29.509 -2020-07-03 16:00:00,101.31,32.468,48.222,29.509 -2020-07-03 16:15:00,98.01,32.68,48.222,29.509 -2020-07-03 16:30:00,102.98,31.509,48.222,29.509 -2020-07-03 16:45:00,107.56,27.44,48.222,29.509 -2020-07-03 17:00:00,110.19,32.964,52.619,29.509 -2020-07-03 17:15:00,103.65,32.747,52.619,29.509 -2020-07-03 17:30:00,108.81,31.796,52.619,29.509 -2020-07-03 17:45:00,110.01,30.412,52.619,29.509 -2020-07-03 18:00:00,107.36,33.431,52.99,29.509 -2020-07-03 18:15:00,103.91,32.449,52.99,29.509 -2020-07-03 18:30:00,105.74,30.276,52.99,29.509 -2020-07-03 18:45:00,106.53,33.777,52.99,29.509 -2020-07-03 19:00:00,100.94,35.813,51.923,29.509 -2020-07-03 19:15:00,91.66,35.426,51.923,29.509 -2020-07-03 19:30:00,95.59,34.438,51.923,29.509 -2020-07-03 19:45:00,96.63,32.675,51.923,29.509 -2020-07-03 20:00:00,95.47,29.728,56.238,29.509 -2020-07-03 20:15:00,91.08,30.12,56.238,29.509 -2020-07-03 20:30:00,87.72,30.166,56.238,29.509 -2020-07-03 20:45:00,93.25,29.855,56.238,29.509 -2020-07-03 21:00:00,93.94,29.558000000000003,52.426,29.509 -2020-07-03 21:15:00,91.58,32.889,52.426,29.509 -2020-07-03 21:30:00,84.87,33.661,52.426,29.509 -2020-07-03 21:45:00,81.0,34.939,52.426,29.509 -2020-07-03 22:00:00,81.22,31.889,48.196000000000005,29.509 -2020-07-03 22:15:00,83.92,34.275999999999996,48.196000000000005,29.509 -2020-07-03 22:30:00,81.87,34.796,48.196000000000005,29.509 -2020-07-03 22:45:00,78.52,32.36,48.196000000000005,29.509 -2020-07-03 23:00:00,69.31,30.891,41.71,29.509 -2020-07-03 23:15:00,70.51,27.789,41.71,29.509 -2020-07-03 23:30:00,75.91,24.73,41.71,29.509 -2020-07-03 23:45:00,74.86,23.709,41.71,29.509 -2020-07-04 00:00:00,71.28,18.308,41.105,29.398000000000003 -2020-07-04 00:15:00,66.58,18.862000000000002,41.105,29.398000000000003 -2020-07-04 00:30:00,68.4,17.344,41.105,29.398000000000003 -2020-07-04 00:45:00,72.06,16.899,41.105,29.398000000000003 -2020-07-04 01:00:00,70.88,16.746,36.934,29.398000000000003 -2020-07-04 01:15:00,68.8,15.936,36.934,29.398000000000003 -2020-07-04 01:30:00,62.1,14.513,36.934,29.398000000000003 -2020-07-04 01:45:00,61.89,15.368,36.934,29.398000000000003 -2020-07-04 02:00:00,61.38,15.015999999999998,34.782,29.398000000000003 -2020-07-04 02:15:00,61.18,14.513,34.782,29.398000000000003 -2020-07-04 02:30:00,67.97,14.918,34.782,29.398000000000003 -2020-07-04 02:45:00,68.39,15.735999999999999,34.782,29.398000000000003 -2020-07-04 03:00:00,67.7,16.349,34.489000000000004,29.398000000000003 -2020-07-04 03:15:00,65.75,14.513,34.489000000000004,29.398000000000003 -2020-07-04 03:30:00,69.36,14.513,34.489000000000004,29.398000000000003 -2020-07-04 03:45:00,67.53,14.645,34.489000000000004,29.398000000000003 -2020-07-04 04:00:00,64.42,17.846,34.111,29.398000000000003 -2020-07-04 04:15:00,60.03,21.635,34.111,29.398000000000003 -2020-07-04 04:30:00,62.56,18.337,34.111,29.398000000000003 -2020-07-04 04:45:00,68.6,18.028,34.111,29.398000000000003 -2020-07-04 05:00:00,69.39,22.414,33.283,29.398000000000003 -2020-07-04 05:15:00,67.18,20.141,33.283,29.398000000000003 -2020-07-04 05:30:00,62.58,15.806,33.283,29.398000000000003 -2020-07-04 05:45:00,66.37,17.168,33.283,29.398000000000003 -2020-07-04 06:00:00,67.09,29.13,33.653,29.398000000000003 -2020-07-04 06:15:00,70.36,36.363,33.653,29.398000000000003 -2020-07-04 06:30:00,75.13,32.815,33.653,29.398000000000003 -2020-07-04 06:45:00,76.55,31.62,33.653,29.398000000000003 -2020-07-04 07:00:00,74.19,31.340999999999998,36.732,29.398000000000003 -2020-07-04 07:15:00,69.0,31.328000000000003,36.732,29.398000000000003 -2020-07-04 07:30:00,75.39,28.43,36.732,29.398000000000003 -2020-07-04 07:45:00,78.46,29.125999999999998,36.732,29.398000000000003 -2020-07-04 08:00:00,78.82,26.471,41.318999999999996,29.398000000000003 -2020-07-04 08:15:00,75.62,29.854,41.318999999999996,29.398000000000003 -2020-07-04 08:30:00,72.05,30.805,41.318999999999996,29.398000000000003 -2020-07-04 08:45:00,72.92,34.181999999999995,41.318999999999996,29.398000000000003 -2020-07-04 09:00:00,75.51,29.045,43.195,29.398000000000003 -2020-07-04 09:15:00,75.93,30.805,43.195,29.398000000000003 -2020-07-04 09:30:00,76.19,34.44,43.195,29.398000000000003 -2020-07-04 09:45:00,69.16,37.868,43.195,29.398000000000003 -2020-07-04 10:00:00,68.23,35.586999999999996,41.843999999999994,29.398000000000003 -2020-07-04 10:15:00,68.67,37.345,41.843999999999994,29.398000000000003 -2020-07-04 10:30:00,72.15,37.611999999999995,41.843999999999994,29.398000000000003 -2020-07-04 10:45:00,69.35,38.399,41.843999999999994,29.398000000000003 -2020-07-04 11:00:00,67.52,36.268,39.035,29.398000000000003 -2020-07-04 11:15:00,67.46,37.444,39.035,29.398000000000003 -2020-07-04 11:30:00,65.74,38.674,39.035,29.398000000000003 -2020-07-04 11:45:00,64.54,39.766999999999996,39.035,29.398000000000003 -2020-07-04 12:00:00,62.25,35.786,38.001,29.398000000000003 -2020-07-04 12:15:00,60.77,35.577,38.001,29.398000000000003 -2020-07-04 12:30:00,60.3,34.369,38.001,29.398000000000003 -2020-07-04 12:45:00,59.23,35.464,38.001,29.398000000000003 -2020-07-04 13:00:00,57.7,35.444,34.747,29.398000000000003 -2020-07-04 13:15:00,57.19,36.525999999999996,34.747,29.398000000000003 -2020-07-04 13:30:00,57.53,35.806,34.747,29.398000000000003 -2020-07-04 13:45:00,57.64,34.283,34.747,29.398000000000003 -2020-07-04 14:00:00,57.47,35.258,33.434,29.398000000000003 -2020-07-04 14:15:00,57.5,33.368,33.434,29.398000000000003 -2020-07-04 14:30:00,57.46,33.594,33.434,29.398000000000003 -2020-07-04 14:45:00,58.13,33.887,33.434,29.398000000000003 -2020-07-04 15:00:00,59.46,36.232,35.921,29.398000000000003 -2020-07-04 15:15:00,59.91,34.321,35.921,29.398000000000003 -2020-07-04 15:30:00,60.67,32.314,35.921,29.398000000000003 -2020-07-04 15:45:00,61.72,30.444000000000003,35.921,29.398000000000003 -2020-07-04 16:00:00,63.63,34.691,39.427,29.398000000000003 -2020-07-04 16:15:00,64.21,33.919000000000004,39.427,29.398000000000003 -2020-07-04 16:30:00,69.13,33.007,39.427,29.398000000000003 -2020-07-04 16:45:00,69.2,28.857,39.427,29.398000000000003 -2020-07-04 17:00:00,69.91,33.164,44.096000000000004,29.398000000000003 -2020-07-04 17:15:00,72.05,30.614,44.096000000000004,29.398000000000003 -2020-07-04 17:30:00,73.58,29.529,44.096000000000004,29.398000000000003 -2020-07-04 17:45:00,75.0,28.683000000000003,44.096000000000004,29.398000000000003 -2020-07-04 18:00:00,76.84,33.131,43.931000000000004,29.398000000000003 -2020-07-04 18:15:00,76.16,33.784,43.931000000000004,29.398000000000003 -2020-07-04 18:30:00,76.26,32.959,43.931000000000004,29.398000000000003 -2020-07-04 18:45:00,77.12,33.004,43.931000000000004,29.398000000000003 -2020-07-04 19:00:00,75.57,33.28,42.187,29.398000000000003 -2020-07-04 19:15:00,72.31,31.864,42.187,29.398000000000003 -2020-07-04 19:30:00,71.21,31.631999999999998,42.187,29.398000000000003 -2020-07-04 19:45:00,70.88,31.693,42.187,29.398000000000003 -2020-07-04 20:00:00,70.25,29.52,38.315,29.398000000000003 -2020-07-04 20:15:00,69.83,29.163,38.315,29.398000000000003 -2020-07-04 20:30:00,69.99,28.314,38.315,29.398000000000003 -2020-07-04 20:45:00,70.95,29.953000000000003,38.315,29.398000000000003 -2020-07-04 21:00:00,71.53,28.039,36.843,29.398000000000003 -2020-07-04 21:15:00,71.29,30.995,36.843,29.398000000000003 -2020-07-04 21:30:00,70.14,31.895,36.843,29.398000000000003 -2020-07-04 21:45:00,68.61,32.623000000000005,36.843,29.398000000000003 -2020-07-04 22:00:00,66.07,29.506999999999998,37.260999999999996,29.398000000000003 -2020-07-04 22:15:00,66.0,32.06,37.260999999999996,29.398000000000003 -2020-07-04 22:30:00,62.91,31.948,37.260999999999996,29.398000000000003 -2020-07-04 22:45:00,62.98,29.82,37.260999999999996,29.398000000000003 -2020-07-04 23:00:00,59.32,27.59,32.148,29.398000000000003 -2020-07-04 23:15:00,58.95,25.004,32.148,29.398000000000003 -2020-07-04 23:30:00,58.24,24.543000000000003,32.148,29.398000000000003 -2020-07-04 23:45:00,57.81,23.965999999999998,32.148,29.398000000000003 -2020-07-05 00:00:00,55.67,19.707,28.905,29.398000000000003 -2020-07-05 00:15:00,55.37,19.081,28.905,29.398000000000003 -2020-07-05 00:30:00,54.85,17.43,28.905,29.398000000000003 -2020-07-05 00:45:00,54.72,16.848,28.905,29.398000000000003 -2020-07-05 01:00:00,53.6,16.983,26.906999999999996,29.398000000000003 -2020-07-05 01:15:00,53.84,15.994000000000002,26.906999999999996,29.398000000000003 -2020-07-05 01:30:00,54.02,14.513,26.906999999999996,29.398000000000003 -2020-07-05 01:45:00,54.04,14.877,26.906999999999996,29.398000000000003 -2020-07-05 02:00:00,53.25,14.642000000000001,25.938000000000002,29.398000000000003 -2020-07-05 02:15:00,53.53,14.513,25.938000000000002,29.398000000000003 -2020-07-05 02:30:00,53.44,15.464,25.938000000000002,29.398000000000003 -2020-07-05 02:45:00,52.89,15.967,25.938000000000002,29.398000000000003 -2020-07-05 03:00:00,52.29,17.232,24.693,29.398000000000003 -2020-07-05 03:15:00,53.06,14.776,24.693,29.398000000000003 -2020-07-05 03:30:00,52.75,14.513,24.693,29.398000000000003 -2020-07-05 03:45:00,51.46,14.513,24.693,29.398000000000003 -2020-07-05 04:00:00,51.22,17.359,25.683000000000003,29.398000000000003 -2020-07-05 04:15:00,51.09,20.709,25.683000000000003,29.398000000000003 -2020-07-05 04:30:00,50.47,18.782,25.683000000000003,29.398000000000003 -2020-07-05 04:45:00,51.05,17.98,25.683000000000003,29.398000000000003 -2020-07-05 05:00:00,50.86,22.613000000000003,26.023000000000003,29.398000000000003 -2020-07-05 05:15:00,50.47,19.552,26.023000000000003,29.398000000000003 -2020-07-05 05:30:00,48.1,14.87,26.023000000000003,29.398000000000003 -2020-07-05 05:45:00,51.33,15.972000000000001,26.023000000000003,29.398000000000003 -2020-07-05 06:00:00,51.68,25.519000000000002,25.834,29.398000000000003 -2020-07-05 06:15:00,51.55,33.667,25.834,29.398000000000003 -2020-07-05 06:30:00,52.79,29.468000000000004,25.834,29.398000000000003 -2020-07-05 06:45:00,53.9,27.323,25.834,29.398000000000003 -2020-07-05 07:00:00,53.77,27.261999999999997,27.765,29.398000000000003 -2020-07-05 07:15:00,53.67,25.614,27.765,29.398000000000003 -2020-07-05 07:30:00,52.11,24.101,27.765,29.398000000000003 -2020-07-05 07:45:00,54.99,24.828000000000003,27.765,29.398000000000003 -2020-07-05 08:00:00,55.61,22.898000000000003,31.357,29.398000000000003 -2020-07-05 08:15:00,55.39,27.529,31.357,29.398000000000003 -2020-07-05 08:30:00,56.12,29.285999999999998,31.357,29.398000000000003 -2020-07-05 08:45:00,56.36,32.464,31.357,29.398000000000003 -2020-07-05 09:00:00,57.17,27.238000000000003,33.238,29.398000000000003 -2020-07-05 09:15:00,57.85,28.448,33.238,29.398000000000003 -2020-07-05 09:30:00,60.75,32.537,33.238,29.398000000000003 -2020-07-05 09:45:00,58.0,37.027,33.238,29.398000000000003 -2020-07-05 10:00:00,61.54,35.167,34.22,29.398000000000003 -2020-07-05 10:15:00,62.53,37.032,34.22,29.398000000000003 -2020-07-05 10:30:00,60.64,37.488,34.22,29.398000000000003 -2020-07-05 10:45:00,64.41,39.474000000000004,34.22,29.398000000000003 -2020-07-05 11:00:00,63.97,36.913000000000004,36.298,29.398000000000003 -2020-07-05 11:15:00,62.55,37.61,36.298,29.398000000000003 -2020-07-05 11:30:00,61.59,39.439,36.298,29.398000000000003 -2020-07-05 11:45:00,61.53,40.755,36.298,29.398000000000003 -2020-07-05 12:00:00,58.57,37.967,33.52,29.398000000000003 -2020-07-05 12:15:00,59.34,36.952,33.52,29.398000000000003 -2020-07-05 12:30:00,56.89,36.068000000000005,33.52,29.398000000000003 -2020-07-05 12:45:00,56.14,36.559,33.52,29.398000000000003 -2020-07-05 13:00:00,56.09,36.25,30.12,29.398000000000003 -2020-07-05 13:15:00,58.54,36.499,30.12,29.398000000000003 -2020-07-05 13:30:00,53.91,34.625,30.12,29.398000000000003 -2020-07-05 13:45:00,54.48,34.336999999999996,30.12,29.398000000000003 -2020-07-05 14:00:00,53.1,36.564,27.233,29.398000000000003 -2020-07-05 14:15:00,52.56,35.042,27.233,29.398000000000003 -2020-07-05 14:30:00,53.24,33.861999999999995,27.233,29.398000000000003 -2020-07-05 14:45:00,53.16,33.063,27.233,29.398000000000003 -2020-07-05 15:00:00,52.17,35.689,27.468000000000004,29.398000000000003 -2020-07-05 15:15:00,53.08,32.861999999999995,27.468000000000004,29.398000000000003 -2020-07-05 15:30:00,52.72,30.621,27.468000000000004,29.398000000000003 -2020-07-05 15:45:00,52.87,28.991999999999997,27.468000000000004,29.398000000000003 -2020-07-05 16:00:00,58.7,31.435,30.8,29.398000000000003 -2020-07-05 16:15:00,59.41,30.967,30.8,29.398000000000003 -2020-07-05 16:30:00,58.69,31.108,30.8,29.398000000000003 -2020-07-05 16:45:00,63.11,27.015,30.8,29.398000000000003 -2020-07-05 17:00:00,67.05,31.717,37.806,29.398000000000003 -2020-07-05 17:15:00,64.23,30.783,37.806,29.398000000000003 -2020-07-05 17:30:00,65.25,30.528000000000002,37.806,29.398000000000003 -2020-07-05 17:45:00,68.4,29.974,37.806,29.398000000000003 -2020-07-05 18:00:00,72.02,35.104,40.766,29.398000000000003 -2020-07-05 18:15:00,71.05,35.239000000000004,40.766,29.398000000000003 -2020-07-05 18:30:00,71.03,34.275999999999996,40.766,29.398000000000003 -2020-07-05 18:45:00,71.01,34.335,40.766,29.398000000000003 -2020-07-05 19:00:00,71.74,36.906,41.163000000000004,29.398000000000003 -2020-07-05 19:15:00,70.17,34.306999999999995,41.163000000000004,29.398000000000003 -2020-07-05 19:30:00,70.19,33.819,41.163000000000004,29.398000000000003 -2020-07-05 19:45:00,70.61,33.332,41.163000000000004,29.398000000000003 -2020-07-05 20:00:00,70.45,31.316,39.885999999999996,29.398000000000003 -2020-07-05 20:15:00,71.14,30.765,39.885999999999996,29.398000000000003 -2020-07-05 20:30:00,75.63,30.69,39.885999999999996,29.398000000000003 -2020-07-05 20:45:00,75.49,30.666,39.885999999999996,29.398000000000003 -2020-07-05 21:00:00,75.9,28.771,38.900999999999996,29.398000000000003 -2020-07-05 21:15:00,76.48,31.448,38.900999999999996,29.398000000000003 -2020-07-05 21:30:00,74.17,31.642,38.900999999999996,29.398000000000003 -2020-07-05 21:45:00,73.12,32.73,38.900999999999996,29.398000000000003 -2020-07-05 22:00:00,70.17,31.783,39.806999999999995,29.398000000000003 -2020-07-05 22:15:00,70.35,32.641999999999996,39.806999999999995,29.398000000000003 -2020-07-05 22:30:00,68.44,32.145,39.806999999999995,29.398000000000003 -2020-07-05 22:45:00,68.89,28.736,39.806999999999995,29.398000000000003 -2020-07-05 23:00:00,66.69,26.328000000000003,35.564,29.398000000000003 -2020-07-05 23:15:00,65.66,24.987,35.564,29.398000000000003 -2020-07-05 23:30:00,64.82,23.948,35.564,29.398000000000003 -2020-07-05 23:45:00,63.72,23.485,35.564,29.398000000000003 -2020-07-06 00:00:00,62.93,21.053,36.578,29.509 -2020-07-06 00:15:00,62.05,21.09,36.578,29.509 -2020-07-06 00:30:00,61.97,19.039,36.578,29.509 -2020-07-06 00:45:00,61.79,18.081,36.578,29.509 -2020-07-06 01:00:00,61.64,18.625,35.292,29.509 -2020-07-06 01:15:00,60.91,17.667,35.292,29.509 -2020-07-06 01:30:00,60.67,16.254,35.292,29.509 -2020-07-06 01:45:00,59.95,16.808,35.292,29.509 -2020-07-06 02:00:00,61.3,17.049,34.319,29.509 -2020-07-06 02:15:00,61.83,14.513,34.319,29.509 -2020-07-06 02:30:00,62.07,16.898,34.319,29.509 -2020-07-06 02:45:00,62.17,17.285,34.319,29.509 -2020-07-06 03:00:00,65.43,19.002,33.13,29.509 -2020-07-06 03:15:00,64.03,17.215,33.13,29.509 -2020-07-06 03:30:00,65.09,16.549,33.13,29.509 -2020-07-06 03:45:00,65.84,16.95,33.13,29.509 -2020-07-06 04:00:00,67.57,23.045,33.851,29.509 -2020-07-06 04:15:00,68.87,29.180999999999997,33.851,29.509 -2020-07-06 04:30:00,71.48,26.636999999999997,33.851,29.509 -2020-07-06 04:45:00,75.03,26.21,33.851,29.509 -2020-07-06 05:00:00,80.19,37.529,38.718,29.509 -2020-07-06 05:15:00,84.78,44.1,38.718,29.509 -2020-07-06 05:30:00,88.76,37.885,38.718,29.509 -2020-07-06 05:45:00,91.27,36.103,38.718,29.509 -2020-07-06 06:00:00,94.97,35.835,51.648999999999994,29.509 -2020-07-06 06:15:00,100.81,35.295,51.648999999999994,29.509 -2020-07-06 06:30:00,107.42,34.845,51.648999999999994,29.509 -2020-07-06 06:45:00,109.2,37.764,51.648999999999994,29.509 -2020-07-06 07:00:00,100.07,37.709,60.159,29.509 -2020-07-06 07:15:00,99.42,38.38,60.159,29.509 -2020-07-06 07:30:00,109.47,36.021,60.159,29.509 -2020-07-06 07:45:00,108.74,37.223,60.159,29.509 -2020-07-06 08:00:00,103.48,33.216,53.8,29.509 -2020-07-06 08:15:00,101.9,36.735,53.8,29.509 -2020-07-06 08:30:00,102.67,37.72,53.8,29.509 -2020-07-06 08:45:00,102.51,41.309,53.8,29.509 -2020-07-06 09:00:00,108.05,34.997,50.583,29.509 -2020-07-06 09:15:00,108.16,34.559,50.583,29.509 -2020-07-06 09:30:00,103.79,37.734,50.583,29.509 -2020-07-06 09:45:00,100.1,39.804,50.583,29.509 -2020-07-06 10:00:00,100.26,38.406,49.11600000000001,29.509 -2020-07-06 10:15:00,98.97,40.135999999999996,49.11600000000001,29.509 -2020-07-06 10:30:00,101.45,40.166,49.11600000000001,29.509 -2020-07-06 10:45:00,105.24,40.429,49.11600000000001,29.509 -2020-07-06 11:00:00,115.14,38.292,49.056000000000004,29.509 -2020-07-06 11:15:00,114.12,39.161,49.056000000000004,29.509 -2020-07-06 11:30:00,109.51,41.618,49.056000000000004,29.509 -2020-07-06 11:45:00,107.16,43.486999999999995,49.056000000000004,29.509 -2020-07-06 12:00:00,98.95,38.736,47.227,29.509 -2020-07-06 12:15:00,97.34,37.839,47.227,29.509 -2020-07-06 12:30:00,94.65,35.788000000000004,47.227,29.509 -2020-07-06 12:45:00,94.35,36.159,47.227,29.509 -2020-07-06 13:00:00,95.56,36.779,47.006,29.509 -2020-07-06 13:15:00,94.55,36.189,47.006,29.509 -2020-07-06 13:30:00,93.02,34.541,47.006,29.509 -2020-07-06 13:45:00,98.7,35.205999999999996,47.006,29.509 -2020-07-06 14:00:00,95.14,36.535,47.19,29.509 -2020-07-06 14:15:00,91.16,35.689,47.19,29.509 -2020-07-06 14:30:00,89.41,34.361999999999995,47.19,29.509 -2020-07-06 14:45:00,88.76,35.762,47.19,29.509 -2020-07-06 15:00:00,87.58,37.905,47.846000000000004,29.509 -2020-07-06 15:15:00,88.49,34.553000000000004,47.846000000000004,29.509 -2020-07-06 15:30:00,88.04,33.184,47.846000000000004,29.509 -2020-07-06 15:45:00,88.3,31.066999999999997,47.846000000000004,29.509 -2020-07-06 16:00:00,88.8,34.711999999999996,49.641000000000005,29.509 -2020-07-06 16:15:00,90.56,34.364000000000004,49.641000000000005,29.509 -2020-07-06 16:30:00,93.03,33.887,49.641000000000005,29.509 -2020-07-06 16:45:00,95.66,29.892,49.641000000000005,29.509 -2020-07-06 17:00:00,98.75,33.438,54.133,29.509 -2020-07-06 17:15:00,99.58,32.971,54.133,29.509 -2020-07-06 17:30:00,99.52,32.346,54.133,29.509 -2020-07-06 17:45:00,99.38,31.47,54.133,29.509 -2020-07-06 18:00:00,99.13,35.501999999999995,53.761,29.509 -2020-07-06 18:15:00,101.41,33.836999999999996,53.761,29.509 -2020-07-06 18:30:00,101.33,32.049,53.761,29.509 -2020-07-06 18:45:00,99.47,35.366,53.761,29.509 -2020-07-06 19:00:00,96.1,37.764,53.923,29.509 -2020-07-06 19:15:00,92.71,36.589,53.923,29.509 -2020-07-06 19:30:00,92.02,35.689,53.923,29.509 -2020-07-06 19:45:00,92.82,34.603,53.923,29.509 -2020-07-06 20:00:00,91.58,31.381,58.786,29.509 -2020-07-06 20:15:00,89.83,32.415,58.786,29.509 -2020-07-06 20:30:00,90.8,32.982,58.786,29.509 -2020-07-06 20:45:00,90.9,33.107,58.786,29.509 -2020-07-06 21:00:00,88.74,30.525,54.591,29.509 -2020-07-06 21:15:00,87.51,33.721,54.591,29.509 -2020-07-06 21:30:00,85.2,34.366,54.591,29.509 -2020-07-06 21:45:00,83.29,35.247,54.591,29.509 -2020-07-06 22:00:00,80.54,32.321999999999996,51.551,29.509 -2020-07-06 22:15:00,79.21,35.305,51.551,29.509 -2020-07-06 22:30:00,78.44,30.779,51.551,29.509 -2020-07-06 22:45:00,76.79,27.581999999999997,51.551,29.509 -2020-07-06 23:00:00,75.39,25.141,44.716,29.509 -2020-07-06 23:15:00,74.53,21.991,44.716,29.509 -2020-07-06 23:30:00,74.57,20.794,44.716,29.509 -2020-07-06 23:45:00,72.99,19.643,44.716,29.509 -2020-07-07 00:00:00,71.53,18.721,43.01,29.509 -2020-07-07 00:15:00,70.84,19.582,43.01,29.509 -2020-07-07 00:30:00,71.39,18.327,43.01,29.509 -2020-07-07 00:45:00,70.56,18.253,43.01,29.509 -2020-07-07 01:00:00,71.2,18.25,40.687,29.509 -2020-07-07 01:15:00,70.9,17.422,40.687,29.509 -2020-07-07 01:30:00,70.33,15.867,40.687,29.509 -2020-07-07 01:45:00,70.39,15.862,40.687,29.509 -2020-07-07 02:00:00,70.97,15.605,39.554,29.509 -2020-07-07 02:15:00,70.84,14.513,39.554,29.509 -2020-07-07 02:30:00,77.92,16.289,39.554,29.509 -2020-07-07 02:45:00,78.65,17.02,39.554,29.509 -2020-07-07 03:00:00,75.67,18.214000000000002,38.958,29.509 -2020-07-07 03:15:00,70.77,17.46,38.958,29.509 -2020-07-07 03:30:00,74.81,16.742,38.958,29.509 -2020-07-07 03:45:00,74.03,15.989,38.958,29.509 -2020-07-07 04:00:00,77.7,20.735,39.783,29.509 -2020-07-07 04:15:00,82.93,26.872,39.783,29.509 -2020-07-07 04:30:00,86.8,24.212,39.783,29.509 -2020-07-07 04:45:00,87.2,24.226999999999997,39.783,29.509 -2020-07-07 05:00:00,87.99,36.885999999999996,42.281000000000006,29.509 -2020-07-07 05:15:00,95.27,44.023999999999994,42.281000000000006,29.509 -2020-07-07 05:30:00,96.03,38.126999999999995,42.281000000000006,29.509 -2020-07-07 05:45:00,100.96,35.614000000000004,42.281000000000006,29.509 -2020-07-07 06:00:00,111.3,36.497,50.801,29.509 -2020-07-07 06:15:00,114.63,36.082,50.801,29.509 -2020-07-07 06:30:00,116.56,35.349000000000004,50.801,29.509 -2020-07-07 06:45:00,116.13,37.391,50.801,29.509 -2020-07-07 07:00:00,116.59,37.498000000000005,60.202,29.509 -2020-07-07 07:15:00,121.92,37.93,60.202,29.509 -2020-07-07 07:30:00,124.36,35.623000000000005,60.202,29.509 -2020-07-07 07:45:00,123.71,35.817,60.202,29.509 -2020-07-07 08:00:00,119.38,31.735,54.461000000000006,29.509 -2020-07-07 08:15:00,124.37,34.859,54.461000000000006,29.509 -2020-07-07 08:30:00,128.67,36.022,54.461000000000006,29.509 -2020-07-07 08:45:00,130.1,38.647,54.461000000000006,29.509 -2020-07-07 09:00:00,129.85,32.748000000000005,50.753,29.509 -2020-07-07 09:15:00,128.0,32.054,50.753,29.509 -2020-07-07 09:30:00,130.61,35.906,50.753,29.509 -2020-07-07 09:45:00,129.99,39.417,50.753,29.509 -2020-07-07 10:00:00,122.45,36.611999999999995,49.703,29.509 -2020-07-07 10:15:00,120.63,38.272,49.703,29.509 -2020-07-07 10:30:00,122.78,38.313,49.703,29.509 -2020-07-07 10:45:00,123.45,39.629,49.703,29.509 -2020-07-07 11:00:00,128.68,37.385,49.42100000000001,29.509 -2020-07-07 11:15:00,125.65,38.714,49.42100000000001,29.509 -2020-07-07 11:30:00,122.76,40.018,49.42100000000001,29.509 -2020-07-07 11:45:00,121.95,41.35,49.42100000000001,29.509 -2020-07-07 12:00:00,118.98,36.525999999999996,47.155,29.509 -2020-07-07 12:15:00,125.09,36.022,47.155,29.509 -2020-07-07 12:30:00,122.87,34.824,47.155,29.509 -2020-07-07 12:45:00,119.92,35.959,47.155,29.509 -2020-07-07 13:00:00,121.51,36.201,47.515,29.509 -2020-07-07 13:15:00,124.02,37.568000000000005,47.515,29.509 -2020-07-07 13:30:00,121.3,35.8,47.515,29.509 -2020-07-07 13:45:00,120.45,35.42,47.515,29.509 -2020-07-07 14:00:00,111.95,37.211,47.575,29.509 -2020-07-07 14:15:00,112.15,36.14,47.575,29.509 -2020-07-07 14:30:00,118.73,35.104,47.575,29.509 -2020-07-07 14:45:00,117.88,35.671,47.575,29.509 -2020-07-07 15:00:00,112.52,37.69,48.903,29.509 -2020-07-07 15:15:00,106.84,35.296,48.903,29.509 -2020-07-07 15:30:00,107.4,33.681999999999995,48.903,29.509 -2020-07-07 15:45:00,99.77,31.961,48.903,29.509 -2020-07-07 16:00:00,96.93,34.83,50.218999999999994,29.509 -2020-07-07 16:15:00,106.09,34.543,50.218999999999994,29.509 -2020-07-07 16:30:00,106.41,33.641,50.218999999999994,29.509 -2020-07-07 16:45:00,104.59,30.386999999999997,50.218999999999994,29.509 -2020-07-07 17:00:00,99.96,34.125,55.396,29.509 -2020-07-07 17:15:00,103.8,34.11,55.396,29.509 -2020-07-07 17:30:00,100.99,32.974000000000004,55.396,29.509 -2020-07-07 17:45:00,102.8,31.754,55.396,29.509 -2020-07-07 18:00:00,108.74,34.804,55.583999999999996,29.509 -2020-07-07 18:15:00,108.95,34.722,55.583999999999996,29.509 -2020-07-07 18:30:00,107.59,32.679,55.583999999999996,29.509 -2020-07-07 18:45:00,103.26,35.739000000000004,55.583999999999996,29.509 -2020-07-07 19:00:00,99.07,36.917,56.071000000000005,29.509 -2020-07-07 19:15:00,94.57,35.938,56.071000000000005,29.509 -2020-07-07 19:30:00,92.99,34.843,56.071000000000005,29.509 -2020-07-07 19:45:00,92.6,34.101,56.071000000000005,29.509 -2020-07-07 20:00:00,91.59,31.27,61.55,29.509 -2020-07-07 20:15:00,90.41,30.826999999999998,61.55,29.509 -2020-07-07 20:30:00,90.06,31.373,61.55,29.509 -2020-07-07 20:45:00,90.65,31.985,61.55,29.509 -2020-07-07 21:00:00,90.29,30.355999999999998,55.94,29.509 -2020-07-07 21:15:00,88.11,31.968000000000004,55.94,29.509 -2020-07-07 21:30:00,85.72,32.819,55.94,29.509 -2020-07-07 21:45:00,84.05,33.887,55.94,29.509 -2020-07-07 22:00:00,82.01,31.055,52.857,29.509 -2020-07-07 22:15:00,79.35,33.702,52.857,29.509 -2020-07-07 22:30:00,77.27,29.464000000000002,52.857,29.509 -2020-07-07 22:45:00,75.9,26.239,52.857,29.509 -2020-07-07 23:00:00,73.88,23.0,46.04,29.509 -2020-07-07 23:15:00,72.06,21.55,46.04,29.509 -2020-07-07 23:30:00,71.73,20.384,46.04,29.509 -2020-07-07 23:45:00,70.42,19.437,46.04,29.509 -2020-07-08 00:00:00,68.87,18.723,42.195,29.509 -2020-07-08 00:15:00,68.28,19.582,42.195,29.509 -2020-07-08 00:30:00,67.17,18.331,42.195,29.509 -2020-07-08 00:45:00,67.5,18.262,42.195,29.509 -2020-07-08 01:00:00,68.65,18.267,38.82,29.509 -2020-07-08 01:15:00,68.23,17.430999999999997,38.82,29.509 -2020-07-08 01:30:00,67.33,15.877,38.82,29.509 -2020-07-08 01:45:00,67.32,15.865,38.82,29.509 -2020-07-08 02:00:00,67.95,15.613,37.023,29.509 -2020-07-08 02:15:00,67.93,14.513,37.023,29.509 -2020-07-08 02:30:00,75.12,16.292,37.023,29.509 -2020-07-08 02:45:00,73.61,17.028,37.023,29.509 -2020-07-08 03:00:00,77.07,18.215,36.818000000000005,29.509 -2020-07-08 03:15:00,72.12,17.471,36.818000000000005,29.509 -2020-07-08 03:30:00,73.91,16.761,36.818000000000005,29.509 -2020-07-08 03:45:00,71.79,16.022000000000002,36.818000000000005,29.509 -2020-07-08 04:00:00,77.39,20.733,37.495,29.509 -2020-07-08 04:15:00,82.0,26.840999999999998,37.495,29.509 -2020-07-08 04:30:00,84.87,24.173000000000002,37.495,29.509 -2020-07-08 04:45:00,83.56,24.188000000000002,37.495,29.509 -2020-07-08 05:00:00,86.92,36.789,39.858000000000004,29.509 -2020-07-08 05:15:00,93.46,43.852,39.858000000000004,29.509 -2020-07-08 05:30:00,93.59,38.008,39.858000000000004,29.509 -2020-07-08 05:45:00,96.52,35.519,39.858000000000004,29.509 -2020-07-08 06:00:00,99.68,36.399,52.867,29.509 -2020-07-08 06:15:00,102.4,35.982,52.867,29.509 -2020-07-08 06:30:00,108.54,35.269,52.867,29.509 -2020-07-08 06:45:00,113.47,37.338,52.867,29.509 -2020-07-08 07:00:00,108.0,37.436,66.061,29.509 -2020-07-08 07:15:00,102.54,37.89,66.061,29.509 -2020-07-08 07:30:00,100.01,35.586,66.061,29.509 -2020-07-08 07:45:00,101.07,35.809,66.061,29.509 -2020-07-08 08:00:00,108.39,31.736,58.532,29.509 -2020-07-08 08:15:00,116.1,34.872,58.532,29.509 -2020-07-08 08:30:00,117.34,36.025,58.532,29.509 -2020-07-08 08:45:00,115.72,38.645,58.532,29.509 -2020-07-08 09:00:00,111.76,32.743,56.047,29.509 -2020-07-08 09:15:00,108.9,32.047,56.047,29.509 -2020-07-08 09:30:00,108.08,35.893,56.047,29.509 -2020-07-08 09:45:00,116.56,39.406,56.047,29.509 -2020-07-08 10:00:00,120.29,36.609,53.823,29.509 -2020-07-08 10:15:00,118.95,38.266999999999996,53.823,29.509 -2020-07-08 10:30:00,112.11,38.305,53.823,29.509 -2020-07-08 10:45:00,109.74,39.623000000000005,53.823,29.509 -2020-07-08 11:00:00,109.06,37.376999999999995,54.184,29.509 -2020-07-08 11:15:00,108.4,38.705999999999996,54.184,29.509 -2020-07-08 11:30:00,105.6,40.0,54.184,29.509 -2020-07-08 11:45:00,107.2,41.326,54.184,29.509 -2020-07-08 12:00:00,114.53,36.522,52.628,29.509 -2020-07-08 12:15:00,112.75,36.016,52.628,29.509 -2020-07-08 12:30:00,101.99,34.808,52.628,29.509 -2020-07-08 12:45:00,99.23,35.94,52.628,29.509 -2020-07-08 13:00:00,100.2,36.167,52.31,29.509 -2020-07-08 13:15:00,102.73,37.527,52.31,29.509 -2020-07-08 13:30:00,102.61,35.765,52.31,29.509 -2020-07-08 13:45:00,102.47,35.391999999999996,52.31,29.509 -2020-07-08 14:00:00,116.5,37.185,52.278999999999996,29.509 -2020-07-08 14:15:00,112.73,36.115,52.278999999999996,29.509 -2020-07-08 14:30:00,108.85,35.069,52.278999999999996,29.509 -2020-07-08 14:45:00,109.45,35.644,52.278999999999996,29.509 -2020-07-08 15:00:00,101.37,37.671,53.306999999999995,29.509 -2020-07-08 15:15:00,100.94,35.272,53.306999999999995,29.509 -2020-07-08 15:30:00,99.62,33.659,53.306999999999995,29.509 -2020-07-08 15:45:00,97.35,31.93,53.306999999999995,29.509 -2020-07-08 16:00:00,93.45,34.812,55.358999999999995,29.509 -2020-07-08 16:15:00,94.89,34.528,55.358999999999995,29.509 -2020-07-08 16:30:00,98.99,33.643,55.358999999999995,29.509 -2020-07-08 16:45:00,99.62,30.389,55.358999999999995,29.509 -2020-07-08 17:00:00,98.93,34.132,59.211999999999996,29.509 -2020-07-08 17:15:00,98.18,34.126999999999995,59.211999999999996,29.509 -2020-07-08 17:30:00,98.72,32.994,59.211999999999996,29.509 -2020-07-08 17:45:00,100.38,31.776999999999997,59.211999999999996,29.509 -2020-07-08 18:00:00,99.58,34.832,60.403999999999996,29.509 -2020-07-08 18:15:00,99.0,34.734,60.403999999999996,29.509 -2020-07-08 18:30:00,100.18,32.691,60.403999999999996,29.509 -2020-07-08 18:45:00,98.99,35.751999999999995,60.403999999999996,29.509 -2020-07-08 19:00:00,96.37,36.931999999999995,60.993,29.509 -2020-07-08 19:15:00,92.43,35.945,60.993,29.509 -2020-07-08 19:30:00,91.2,34.844,60.993,29.509 -2020-07-08 19:45:00,90.88,34.098,60.993,29.509 -2020-07-08 20:00:00,90.29,31.255,66.6,29.509 -2020-07-08 20:15:00,88.95,30.811,66.6,29.509 -2020-07-08 20:30:00,89.13,31.355999999999998,66.6,29.509 -2020-07-08 20:45:00,91.03,31.976999999999997,66.6,29.509 -2020-07-08 21:00:00,89.33,30.351999999999997,59.855,29.509 -2020-07-08 21:15:00,87.63,31.965999999999998,59.855,29.509 -2020-07-08 21:30:00,85.13,32.796,59.855,29.509 -2020-07-08 21:45:00,83.76,33.858000000000004,59.855,29.509 -2020-07-08 22:00:00,81.36,31.031999999999996,54.942,29.509 -2020-07-08 22:15:00,79.43,33.68,54.942,29.509 -2020-07-08 22:30:00,76.01,29.427,54.942,29.509 -2020-07-08 22:45:00,74.2,26.193,54.942,29.509 -2020-07-08 23:00:00,74.17,22.959,46.056000000000004,29.509 -2020-07-08 23:15:00,72.84,21.531999999999996,46.056000000000004,29.509 -2020-07-08 23:30:00,72.63,20.379,46.056000000000004,29.509 -2020-07-08 23:45:00,72.27,19.425,46.056000000000004,29.509 -2020-07-09 00:00:00,70.77,18.729,40.859,29.509 -2020-07-09 00:15:00,69.68,19.587,40.859,29.509 -2020-07-09 00:30:00,68.62,18.339000000000002,40.859,29.509 -2020-07-09 00:45:00,68.26,18.276,40.859,29.509 -2020-07-09 01:00:00,68.62,18.287,39.06,29.509 -2020-07-09 01:15:00,67.79,17.444000000000003,39.06,29.509 -2020-07-09 01:30:00,66.52,15.892000000000001,39.06,29.509 -2020-07-09 01:45:00,67.76,15.872,39.06,29.509 -2020-07-09 02:00:00,68.72,15.626,37.592,29.509 -2020-07-09 02:15:00,67.64,14.513,37.592,29.509 -2020-07-09 02:30:00,67.33,16.301,37.592,29.509 -2020-07-09 02:45:00,67.89,17.039,37.592,29.509 -2020-07-09 03:00:00,69.13,18.219,37.416,29.509 -2020-07-09 03:15:00,70.24,17.485,37.416,29.509 -2020-07-09 03:30:00,71.26,16.783,37.416,29.509 -2020-07-09 03:45:00,72.08,16.06,37.416,29.509 -2020-07-09 04:00:00,76.24,20.737,38.176,29.509 -2020-07-09 04:15:00,75.02,26.815,38.176,29.509 -2020-07-09 04:30:00,77.62,24.14,38.176,29.509 -2020-07-09 04:45:00,80.21,24.154,38.176,29.509 -2020-07-09 05:00:00,85.53,36.703,41.203,29.509 -2020-07-09 05:15:00,89.78,43.691,41.203,29.509 -2020-07-09 05:30:00,93.38,37.9,41.203,29.509 -2020-07-09 05:45:00,101.99,35.434,41.203,29.509 -2020-07-09 06:00:00,106.23,36.31,51.09,29.509 -2020-07-09 06:15:00,109.0,35.891999999999996,51.09,29.509 -2020-07-09 06:30:00,106.78,35.196999999999996,51.09,29.509 -2020-07-09 06:45:00,104.81,37.294000000000004,51.09,29.509 -2020-07-09 07:00:00,106.36,37.384,63.541000000000004,29.509 -2020-07-09 07:15:00,110.69,37.859,63.541000000000004,29.509 -2020-07-09 07:30:00,112.06,35.56,63.541000000000004,29.509 -2020-07-09 07:45:00,118.5,35.809,63.541000000000004,29.509 -2020-07-09 08:00:00,121.66,31.746,55.65,29.509 -2020-07-09 08:15:00,122.22,34.893,55.65,29.509 -2020-07-09 08:30:00,118.81,36.037,55.65,29.509 -2020-07-09 08:45:00,116.9,38.649,55.65,29.509 -2020-07-09 09:00:00,117.8,32.743,51.833999999999996,29.509 -2020-07-09 09:15:00,120.31,32.048,51.833999999999996,29.509 -2020-07-09 09:30:00,120.69,35.887,51.833999999999996,29.509 -2020-07-09 09:45:00,124.35,39.402,51.833999999999996,29.509 -2020-07-09 10:00:00,130.54,36.613,49.70399999999999,29.509 -2020-07-09 10:15:00,131.59,38.268,49.70399999999999,29.509 -2020-07-09 10:30:00,127.98,38.302,49.70399999999999,29.509 -2020-07-09 10:45:00,122.86,39.621,49.70399999999999,29.509 -2020-07-09 11:00:00,122.53,37.374,48.593999999999994,29.509 -2020-07-09 11:15:00,121.63,38.705,48.593999999999994,29.509 -2020-07-09 11:30:00,121.85,39.986,48.593999999999994,29.509 -2020-07-09 11:45:00,120.39,41.306999999999995,48.593999999999994,29.509 -2020-07-09 12:00:00,120.74,36.523,46.275,29.509 -2020-07-09 12:15:00,120.27,36.015,46.275,29.509 -2020-07-09 12:30:00,117.63,34.798,46.275,29.509 -2020-07-09 12:45:00,114.26,35.927,46.275,29.509 -2020-07-09 13:00:00,109.73,36.135999999999996,45.803000000000004,29.509 -2020-07-09 13:15:00,108.7,37.491,45.803000000000004,29.509 -2020-07-09 13:30:00,113.78,35.734,45.803000000000004,29.509 -2020-07-09 13:45:00,117.0,35.368,45.803000000000004,29.509 -2020-07-09 14:00:00,110.72,37.163000000000004,46.251999999999995,29.509 -2020-07-09 14:15:00,111.27,36.095,46.251999999999995,29.509 -2020-07-09 14:30:00,112.08,35.039,46.251999999999995,29.509 -2020-07-09 14:45:00,109.67,35.62,46.251999999999995,29.509 -2020-07-09 15:00:00,109.08,37.655,48.309,29.509 -2020-07-09 15:15:00,104.89,35.251,48.309,29.509 -2020-07-09 15:30:00,100.7,33.638000000000005,48.309,29.509 -2020-07-09 15:45:00,104.1,31.903000000000002,48.309,29.509 -2020-07-09 16:00:00,103.6,34.797,49.681999999999995,29.509 -2020-07-09 16:15:00,105.47,34.515,49.681999999999995,29.509 -2020-07-09 16:30:00,100.69,33.648,49.681999999999995,29.509 -2020-07-09 16:45:00,101.97,30.396,49.681999999999995,29.509 -2020-07-09 17:00:00,103.65,34.143,53.086000000000006,29.509 -2020-07-09 17:15:00,103.74,34.149,53.086000000000006,29.509 -2020-07-09 17:30:00,105.78,33.018,53.086000000000006,29.509 -2020-07-09 17:45:00,108.82,31.804000000000002,53.086000000000006,29.509 -2020-07-09 18:00:00,108.39,34.865,54.038999999999994,29.509 -2020-07-09 18:15:00,108.03,34.75,54.038999999999994,29.509 -2020-07-09 18:30:00,106.59,32.711,54.038999999999994,29.509 -2020-07-09 18:45:00,103.0,35.77,54.038999999999994,29.509 -2020-07-09 19:00:00,100.88,36.952,53.408,29.509 -2020-07-09 19:15:00,97.96,35.959,53.408,29.509 -2020-07-09 19:30:00,94.18,34.851,53.408,29.509 -2020-07-09 19:45:00,92.67,34.101,53.408,29.509 -2020-07-09 20:00:00,90.99,31.249000000000002,55.309,29.509 -2020-07-09 20:15:00,90.23,30.802,55.309,29.509 -2020-07-09 20:30:00,90.8,31.345,55.309,29.509 -2020-07-09 20:45:00,92.1,31.975,55.309,29.509 -2020-07-09 21:00:00,89.34,30.354,51.585,29.509 -2020-07-09 21:15:00,87.34,31.968000000000004,51.585,29.509 -2020-07-09 21:30:00,84.56,32.778,51.585,29.509 -2020-07-09 21:45:00,83.79,33.833,51.585,29.509 -2020-07-09 22:00:00,80.79,31.013,48.006,29.509 -2020-07-09 22:15:00,78.88,33.661,48.006,29.509 -2020-07-09 22:30:00,76.76,29.392,48.006,29.509 -2020-07-09 22:45:00,75.3,26.151999999999997,48.006,29.509 -2020-07-09 23:00:00,73.05,22.921,42.309,29.509 -2020-07-09 23:15:00,72.92,21.516,42.309,29.509 -2020-07-09 23:30:00,71.81,20.377,42.309,29.509 -2020-07-09 23:45:00,70.78,19.418,42.309,29.509 -2020-07-10 00:00:00,75.87,16.908,39.649,29.509 -2020-07-10 00:15:00,78.17,17.980999999999998,39.649,29.509 -2020-07-10 00:30:00,75.85,17.027,39.649,29.509 -2020-07-10 00:45:00,71.62,17.408,39.649,29.509 -2020-07-10 01:00:00,69.81,17.038,37.744,29.509 -2020-07-10 01:15:00,68.97,15.522,37.744,29.509 -2020-07-10 01:30:00,67.92,14.729000000000001,37.744,29.509 -2020-07-10 01:45:00,69.22,14.513,37.744,29.509 -2020-07-10 02:00:00,68.97,15.165999999999999,36.965,29.509 -2020-07-10 02:15:00,71.25,14.513,36.965,29.509 -2020-07-10 02:30:00,75.07,16.63,36.965,29.509 -2020-07-10 02:45:00,74.85,16.655,36.965,29.509 -2020-07-10 03:00:00,75.76,18.677,37.678000000000004,29.509 -2020-07-10 03:15:00,71.23,16.657,37.678000000000004,29.509 -2020-07-10 03:30:00,77.96,15.714,37.678000000000004,29.509 -2020-07-10 03:45:00,73.99,15.908,37.678000000000004,29.509 -2020-07-10 04:00:00,73.54,20.688000000000002,38.591,29.509 -2020-07-10 04:15:00,74.61,25.119,38.591,29.509 -2020-07-10 04:30:00,77.28,23.421,38.591,29.509 -2020-07-10 04:45:00,79.7,22.803,38.591,29.509 -2020-07-10 05:00:00,86.23,34.849000000000004,40.666,29.509 -2020-07-10 05:15:00,91.4,42.71,40.666,29.509 -2020-07-10 05:30:00,95.84,37.144,40.666,29.509 -2020-07-10 05:45:00,103.23,34.24,40.666,29.509 -2020-07-10 06:00:00,106.94,35.33,51.784,29.509 -2020-07-10 06:15:00,106.98,35.125,51.784,29.509 -2020-07-10 06:30:00,107.3,34.42,51.784,29.509 -2020-07-10 06:45:00,110.82,36.363,51.784,29.509 -2020-07-10 07:00:00,103.93,37.14,61.383,29.509 -2020-07-10 07:15:00,103.93,38.543,61.383,29.509 -2020-07-10 07:30:00,100.62,34.223,61.383,29.509 -2020-07-10 07:45:00,107.12,34.312,61.383,29.509 -2020-07-10 08:00:00,114.53,31.116999999999997,55.272,29.509 -2020-07-10 08:15:00,110.12,34.992,55.272,29.509 -2020-07-10 08:30:00,106.93,35.983000000000004,55.272,29.509 -2020-07-10 08:45:00,109.04,38.505,55.272,29.509 -2020-07-10 09:00:00,114.76,30.16,53.506,29.509 -2020-07-10 09:15:00,113.51,31.453000000000003,53.506,29.509 -2020-07-10 09:30:00,110.89,34.580999999999996,53.506,29.509 -2020-07-10 09:45:00,107.02,38.509,53.506,29.509 -2020-07-10 10:00:00,113.21,35.611,51.363,29.509 -2020-07-10 10:15:00,111.84,36.994,51.363,29.509 -2020-07-10 10:30:00,112.42,37.61,51.363,29.509 -2020-07-10 10:45:00,110.71,38.852,51.363,29.509 -2020-07-10 11:00:00,112.67,36.874,51.043,29.509 -2020-07-10 11:15:00,113.11,37.103,51.043,29.509 -2020-07-10 11:30:00,107.88,37.903,51.043,29.509 -2020-07-10 11:45:00,109.91,38.202,51.043,29.509 -2020-07-10 12:00:00,111.54,33.830999999999996,47.52,29.509 -2020-07-10 12:15:00,112.77,32.756,47.52,29.509 -2020-07-10 12:30:00,109.24,31.646,47.52,29.509 -2020-07-10 12:45:00,105.69,31.91,47.52,29.509 -2020-07-10 13:00:00,106.61,32.681,45.494,29.509 -2020-07-10 13:15:00,112.86,34.179,45.494,29.509 -2020-07-10 13:30:00,115.59,33.268,45.494,29.509 -2020-07-10 13:45:00,109.93,33.236999999999995,45.494,29.509 -2020-07-10 14:00:00,105.89,34.242,43.883,29.509 -2020-07-10 14:15:00,101.49,33.646,43.883,29.509 -2020-07-10 14:30:00,95.86,34.148,43.883,29.509 -2020-07-10 14:45:00,97.16,33.991,43.883,29.509 -2020-07-10 15:00:00,94.55,35.974000000000004,45.714,29.509 -2020-07-10 15:15:00,89.18,33.336999999999996,45.714,29.509 -2020-07-10 15:30:00,91.05,31.205,45.714,29.509 -2020-07-10 15:45:00,100.25,30.261999999999997,45.714,29.509 -2020-07-10 16:00:00,97.71,32.321999999999996,48.222,29.509 -2020-07-10 16:15:00,101.07,32.548,48.222,29.509 -2020-07-10 16:30:00,98.92,31.503,48.222,29.509 -2020-07-10 16:45:00,98.38,27.433000000000003,48.222,29.509 -2020-07-10 17:00:00,103.96,32.991,52.619,29.509 -2020-07-10 17:15:00,105.3,32.848,52.619,29.509 -2020-07-10 17:30:00,104.89,31.909000000000002,52.619,29.509 -2020-07-10 17:45:00,101.36,30.537,52.619,29.509 -2020-07-10 18:00:00,102.68,33.596,52.99,29.509 -2020-07-10 18:15:00,105.55,32.494,52.99,29.509 -2020-07-10 18:30:00,106.3,30.329,52.99,29.509 -2020-07-10 18:45:00,103.31,33.828,52.99,29.509 -2020-07-10 19:00:00,97.76,35.876,51.923,29.509 -2020-07-10 19:15:00,92.42,35.438,51.923,29.509 -2020-07-10 19:30:00,92.95,34.405,51.923,29.509 -2020-07-10 19:45:00,97.4,32.611,51.923,29.509 -2020-07-10 20:00:00,95.69,29.585,56.238,29.509 -2020-07-10 20:15:00,92.52,29.965999999999998,56.238,29.509 -2020-07-10 20:30:00,86.88,30.0,56.238,29.509 -2020-07-10 20:45:00,87.29,29.768,56.238,29.509 -2020-07-10 21:00:00,83.47,29.494,52.426,29.509 -2020-07-10 21:15:00,83.93,32.832,52.426,29.509 -2020-07-10 21:30:00,80.36,33.465,52.426,29.509 -2020-07-10 21:45:00,84.98,34.704,52.426,29.509 -2020-07-10 22:00:00,82.87,31.701999999999998,48.196000000000005,29.509 -2020-07-10 22:15:00,79.75,34.096,48.196000000000005,29.509 -2020-07-10 22:30:00,73.88,34.513000000000005,48.196000000000005,29.509 -2020-07-10 22:45:00,70.67,32.027,48.196000000000005,29.509 -2020-07-10 23:00:00,71.98,30.574,41.71,29.509 -2020-07-10 23:15:00,75.31,27.635,41.71,29.509 -2020-07-10 23:30:00,73.88,24.671999999999997,41.71,29.509 -2020-07-10 23:45:00,69.5,23.603,41.71,29.509 -2020-07-11 00:00:00,66.78,18.323,41.105,29.398000000000003 -2020-07-11 00:15:00,65.61,18.863,41.105,29.398000000000003 -2020-07-11 00:30:00,68.91,17.372,41.105,29.398000000000003 -2020-07-11 00:45:00,71.3,16.97,41.105,29.398000000000003 -2020-07-11 01:00:00,71.31,16.866,36.934,29.398000000000003 -2020-07-11 01:15:00,66.13,15.995999999999999,36.934,29.398000000000003 -2020-07-11 01:30:00,62.39,14.513,36.934,29.398000000000003 -2020-07-11 01:45:00,65.34,15.394,36.934,29.398000000000003 -2020-07-11 02:00:00,69.2,15.074000000000002,34.782,29.398000000000003 -2020-07-11 02:15:00,69.08,14.513,34.782,29.398000000000003 -2020-07-11 02:30:00,66.46,14.948,34.782,29.398000000000003 -2020-07-11 02:45:00,61.07,15.79,34.782,29.398000000000003 -2020-07-11 03:00:00,61.65,16.352,34.489000000000004,29.398000000000003 -2020-07-11 03:15:00,67.74,14.513,34.489000000000004,29.398000000000003 -2020-07-11 03:30:00,68.92,14.513,34.489000000000004,29.398000000000003 -2020-07-11 03:45:00,67.2,14.882,34.489000000000004,29.398000000000003 -2020-07-11 04:00:00,61.39,17.837,34.111,29.398000000000003 -2020-07-11 04:15:00,62.51,21.416,34.111,29.398000000000003 -2020-07-11 04:30:00,67.0,18.064,34.111,29.398000000000003 -2020-07-11 04:45:00,68.68,17.75,34.111,29.398000000000003 -2020-07-11 05:00:00,67.76,21.743000000000002,33.283,29.398000000000003 -2020-07-11 05:15:00,65.79,18.933,33.283,29.398000000000003 -2020-07-11 05:30:00,71.55,14.975999999999999,33.283,29.398000000000003 -2020-07-11 05:45:00,73.19,16.502,33.283,29.398000000000003 -2020-07-11 06:00:00,72.98,28.447,33.653,29.398000000000003 -2020-07-11 06:15:00,70.87,35.666,33.653,29.398000000000003 -2020-07-11 06:30:00,69.27,32.253,33.653,29.398000000000003 -2020-07-11 06:45:00,72.03,31.250999999999998,33.653,29.398000000000003 -2020-07-11 07:00:00,78.34,30.91,36.732,29.398000000000003 -2020-07-11 07:15:00,79.62,31.045,36.732,29.398000000000003 -2020-07-11 07:30:00,79.34,28.175,36.732,29.398000000000003 -2020-07-11 07:45:00,76.51,29.061,36.732,29.398000000000003 -2020-07-11 08:00:00,81.35,26.475,41.318999999999996,29.398000000000003 -2020-07-11 08:15:00,81.1,29.944000000000003,41.318999999999996,29.398000000000003 -2020-07-11 08:30:00,79.87,30.825,41.318999999999996,29.398000000000003 -2020-07-11 08:45:00,74.11,34.164,41.318999999999996,29.398000000000003 -2020-07-11 09:00:00,76.56,29.0,43.195,29.398000000000003 -2020-07-11 09:15:00,73.1,30.758000000000003,43.195,29.398000000000003 -2020-07-11 09:30:00,79.0,34.347,43.195,29.398000000000003 -2020-07-11 09:45:00,80.51,37.795,43.195,29.398000000000003 -2020-07-11 10:00:00,81.2,35.568000000000005,41.843999999999994,29.398000000000003 -2020-07-11 10:15:00,76.6,37.312,41.843999999999994,29.398000000000003 -2020-07-11 10:30:00,80.08,37.554,41.843999999999994,29.398000000000003 -2020-07-11 10:45:00,79.57,38.348,41.843999999999994,29.398000000000003 -2020-07-11 11:00:00,72.28,36.21,39.035,29.398000000000003 -2020-07-11 11:15:00,72.4,37.393,39.035,29.398000000000003 -2020-07-11 11:30:00,66.56,38.545,39.035,29.398000000000003 -2020-07-11 11:45:00,64.38,39.599000000000004,39.035,29.398000000000003 -2020-07-11 12:00:00,63.06,35.757,38.001,29.398000000000003 -2020-07-11 12:15:00,61.1,35.538000000000004,38.001,29.398000000000003 -2020-07-11 12:30:00,60.22,34.263000000000005,38.001,29.398000000000003 -2020-07-11 12:45:00,59.31,35.336999999999996,38.001,29.398000000000003 -2020-07-11 13:00:00,58.37,35.196999999999996,34.747,29.398000000000003 -2020-07-11 13:15:00,58.07,36.245,34.747,29.398000000000003 -2020-07-11 13:30:00,57.74,35.563,34.747,29.398000000000003 -2020-07-11 13:45:00,57.83,34.092,34.747,29.398000000000003 -2020-07-11 14:00:00,58.61,35.078,33.434,29.398000000000003 -2020-07-11 14:15:00,58.61,33.199,33.434,29.398000000000003 -2020-07-11 14:30:00,59.59,33.353,33.434,29.398000000000003 -2020-07-11 14:45:00,60.3,33.694,33.434,29.398000000000003 -2020-07-11 15:00:00,61.37,36.101,35.921,29.398000000000003 -2020-07-11 15:15:00,61.08,34.154,35.921,29.398000000000003 -2020-07-11 15:30:00,61.78,32.147,35.921,29.398000000000003 -2020-07-11 15:45:00,62.97,30.228,35.921,29.398000000000003 -2020-07-11 16:00:00,64.97,34.564,39.427,29.398000000000003 -2020-07-11 16:15:00,65.55,33.809,39.427,29.398000000000003 -2020-07-11 16:30:00,67.43,33.021,39.427,29.398000000000003 -2020-07-11 16:45:00,69.59,28.877,39.427,29.398000000000003 -2020-07-11 17:00:00,71.58,33.213,44.096000000000004,29.398000000000003 -2020-07-11 17:15:00,72.95,30.74,44.096000000000004,29.398000000000003 -2020-07-11 17:30:00,74.4,29.671,44.096000000000004,29.398000000000003 -2020-07-11 17:45:00,76.23,28.840999999999998,44.096000000000004,29.398000000000003 -2020-07-11 18:00:00,76.65,33.328,43.931000000000004,29.398000000000003 -2020-07-11 18:15:00,76.76,33.864000000000004,43.931000000000004,29.398000000000003 -2020-07-11 18:30:00,77.06,33.051,43.931000000000004,29.398000000000003 -2020-07-11 18:45:00,77.28,33.094,43.931000000000004,29.398000000000003 -2020-07-11 19:00:00,75.61,33.381,42.187,29.398000000000003 -2020-07-11 19:15:00,73.06,31.915,42.187,29.398000000000003 -2020-07-11 19:30:00,72.09,31.64,42.187,29.398000000000003 -2020-07-11 19:45:00,72.06,31.671,42.187,29.398000000000003 -2020-07-11 20:00:00,71.02,29.423000000000002,38.315,29.398000000000003 -2020-07-11 20:15:00,70.88,29.055,38.315,29.398000000000003 -2020-07-11 20:30:00,71.67,28.191999999999997,38.315,29.398000000000003 -2020-07-11 20:45:00,73.05,29.901999999999997,38.315,29.398000000000003 -2020-07-11 21:00:00,72.16,28.011999999999997,36.843,29.398000000000003 -2020-07-11 21:15:00,70.77,30.971999999999998,36.843,29.398000000000003 -2020-07-11 21:30:00,69.19,31.735,36.843,29.398000000000003 -2020-07-11 21:45:00,68.12,32.418,36.843,29.398000000000003 -2020-07-11 22:00:00,65.88,29.346,37.260999999999996,29.398000000000003 -2020-07-11 22:15:00,64.83,31.903000000000002,37.260999999999996,29.398000000000003 -2020-07-11 22:30:00,63.5,31.685,37.260999999999996,29.398000000000003 -2020-07-11 22:45:00,61.86,29.505,37.260999999999996,29.398000000000003 -2020-07-11 23:00:00,60.37,27.302,32.148,29.398000000000003 -2020-07-11 23:15:00,59.02,24.873,32.148,29.398000000000003 -2020-07-11 23:30:00,58.04,24.506999999999998,32.148,29.398000000000003 -2020-07-11 23:45:00,57.38,23.886,32.148,29.398000000000003 -2020-07-12 00:00:00,56.58,19.749000000000002,28.905,29.398000000000003 -2020-07-12 00:15:00,55.15,19.109,28.905,29.398000000000003 -2020-07-12 00:30:00,55.08,17.485,28.905,29.398000000000003 -2020-07-12 00:45:00,55.02,16.945,28.905,29.398000000000003 -2020-07-12 01:00:00,54.63,17.125999999999998,26.906999999999996,29.398000000000003 -2020-07-12 01:15:00,54.08,16.081,26.906999999999996,29.398000000000003 -2020-07-12 01:30:00,54.07,14.513,26.906999999999996,29.398000000000003 -2020-07-12 01:45:00,53.22,14.932,26.906999999999996,29.398000000000003 -2020-07-12 02:00:00,53.3,14.73,25.938000000000002,29.398000000000003 -2020-07-12 02:15:00,52.94,14.513,25.938000000000002,29.398000000000003 -2020-07-12 02:30:00,53.05,15.523,25.938000000000002,29.398000000000003 -2020-07-12 02:45:00,52.79,16.05,25.938000000000002,29.398000000000003 -2020-07-12 03:00:00,53.08,17.264,24.693,29.398000000000003 -2020-07-12 03:15:00,52.25,14.882,24.693,29.398000000000003 -2020-07-12 03:30:00,52.6,14.513,24.693,29.398000000000003 -2020-07-12 03:45:00,52.24,14.513,24.693,29.398000000000003 -2020-07-12 04:00:00,51.42,17.385,25.683000000000003,29.398000000000003 -2020-07-12 04:15:00,51.0,20.531,25.683000000000003,29.398000000000003 -2020-07-12 04:30:00,50.5,18.554000000000002,25.683000000000003,29.398000000000003 -2020-07-12 04:45:00,50.97,17.746,25.683000000000003,29.398000000000003 -2020-07-12 05:00:00,51.24,22.005,26.023000000000003,29.398000000000003 -2020-07-12 05:15:00,51.43,18.430999999999997,26.023000000000003,29.398000000000003 -2020-07-12 05:30:00,51.69,14.513,26.023000000000003,29.398000000000003 -2020-07-12 05:45:00,52.25,15.375,26.023000000000003,29.398000000000003 -2020-07-12 06:00:00,52.24,24.9,25.834,29.398000000000003 -2020-07-12 06:15:00,52.9,33.04,25.834,29.398000000000003 -2020-07-12 06:30:00,53.7,28.971,25.834,29.398000000000003 -2020-07-12 06:45:00,55.15,27.016,25.834,29.398000000000003 -2020-07-12 07:00:00,54.82,26.895,27.765,29.398000000000003 -2020-07-12 07:15:00,55.23,25.395,27.765,29.398000000000003 -2020-07-12 07:30:00,56.51,23.913,27.765,29.398000000000003 -2020-07-12 07:45:00,57.17,24.826999999999998,27.765,29.398000000000003 -2020-07-12 08:00:00,55.26,22.965,31.357,29.398000000000003 -2020-07-12 08:15:00,55.02,27.676,31.357,29.398000000000003 -2020-07-12 08:30:00,54.22,29.362,31.357,29.398000000000003 -2020-07-12 08:45:00,55.5,32.498000000000005,31.357,29.398000000000003 -2020-07-12 09:00:00,56.55,27.249000000000002,33.238,29.398000000000003 -2020-07-12 09:15:00,54.44,28.454,33.238,29.398000000000003 -2020-07-12 09:30:00,53.99,32.496,33.238,29.398000000000003 -2020-07-12 09:45:00,54.89,37.0,33.238,29.398000000000003 -2020-07-12 10:00:00,55.54,35.193000000000005,34.22,29.398000000000003 -2020-07-12 10:15:00,57.68,37.039,34.22,29.398000000000003 -2020-07-12 10:30:00,59.4,37.47,34.22,29.398000000000003 -2020-07-12 10:45:00,58.87,39.461,34.22,29.398000000000003 -2020-07-12 11:00:00,56.65,36.895,36.298,29.398000000000003 -2020-07-12 11:15:00,55.61,37.598,36.298,29.398000000000003 -2020-07-12 11:30:00,53.69,39.349000000000004,36.298,29.398000000000003 -2020-07-12 11:45:00,51.82,40.623000000000005,36.298,29.398000000000003 -2020-07-12 12:00:00,49.79,37.971,33.52,29.398000000000003 -2020-07-12 12:15:00,48.34,36.944,33.52,29.398000000000003 -2020-07-12 12:30:00,47.06,35.995,33.52,29.398000000000003 -2020-07-12 12:45:00,46.84,36.466,33.52,29.398000000000003 -2020-07-12 13:00:00,45.47,36.035,30.12,29.398000000000003 -2020-07-12 13:15:00,44.9,36.248000000000005,30.12,29.398000000000003 -2020-07-12 13:30:00,46.01,34.412,30.12,29.398000000000003 -2020-07-12 13:45:00,48.63,34.175,30.12,29.398000000000003 -2020-07-12 14:00:00,47.77,36.409,27.233,29.398000000000003 -2020-07-12 14:15:00,50.67,34.899,27.233,29.398000000000003 -2020-07-12 14:30:00,49.51,33.652,27.233,29.398000000000003 -2020-07-12 14:45:00,50.09,32.899,27.233,29.398000000000003 -2020-07-12 15:00:00,49.11,35.577,27.468000000000004,29.398000000000003 -2020-07-12 15:15:00,51.61,32.717,27.468000000000004,29.398000000000003 -2020-07-12 15:30:00,52.28,30.478,27.468000000000004,29.398000000000003 -2020-07-12 15:45:00,54.69,28.804000000000002,27.468000000000004,29.398000000000003 -2020-07-12 16:00:00,56.69,31.328000000000003,30.8,29.398000000000003 -2020-07-12 16:15:00,57.79,30.877,30.8,29.398000000000003 -2020-07-12 16:30:00,60.36,31.142,30.8,29.398000000000003 -2020-07-12 16:45:00,62.51,27.061999999999998,30.8,29.398000000000003 -2020-07-12 17:00:00,64.81,31.787,37.806,29.398000000000003 -2020-07-12 17:15:00,65.45,30.935,37.806,29.398000000000003 -2020-07-12 17:30:00,67.71,30.695999999999998,37.806,29.398000000000003 -2020-07-12 17:45:00,68.61,30.166999999999998,37.806,29.398000000000003 -2020-07-12 18:00:00,71.24,35.333,40.766,29.398000000000003 -2020-07-12 18:15:00,71.8,35.356,40.766,29.398000000000003 -2020-07-12 18:30:00,72.57,34.407,40.766,29.398000000000003 -2020-07-12 18:45:00,72.89,34.463,40.766,29.398000000000003 -2020-07-12 19:00:00,72.83,37.047,41.163000000000004,29.398000000000003 -2020-07-12 19:15:00,71.76,34.399,41.163000000000004,29.398000000000003 -2020-07-12 19:30:00,70.93,33.869,41.163000000000004,29.398000000000003 -2020-07-12 19:45:00,71.3,33.354,41.163000000000004,29.398000000000003 -2020-07-12 20:00:00,68.86,31.265,39.885999999999996,29.398000000000003 -2020-07-12 20:15:00,69.89,30.703000000000003,39.885999999999996,29.398000000000003 -2020-07-12 20:30:00,71.35,30.611,39.885999999999996,29.398000000000003 -2020-07-12 20:45:00,74.04,30.651,39.885999999999996,29.398000000000003 -2020-07-12 21:00:00,76.76,28.779,38.900999999999996,29.398000000000003 -2020-07-12 21:15:00,76.45,31.459,38.900999999999996,29.398000000000003 -2020-07-12 21:30:00,75.21,31.52,38.900999999999996,29.398000000000003 -2020-07-12 21:45:00,73.92,32.556,38.900999999999996,29.398000000000003 -2020-07-12 22:00:00,72.32,31.649,39.806999999999995,29.398000000000003 -2020-07-12 22:15:00,71.26,32.507,39.806999999999995,29.398000000000003 -2020-07-12 22:30:00,70.12,31.899,39.806999999999995,29.398000000000003 -2020-07-12 22:45:00,69.17,28.441999999999997,39.806999999999995,29.398000000000003 -2020-07-12 23:00:00,66.25,26.066999999999997,35.564,29.398000000000003 -2020-07-12 23:15:00,66.98,24.875999999999998,35.564,29.398000000000003 -2020-07-12 23:30:00,67.33,23.935,35.564,29.398000000000003 -2020-07-12 23:45:00,65.65,23.429000000000002,35.564,29.398000000000003 -2020-07-13 00:00:00,63.25,21.121,36.578,29.509 -2020-07-13 00:15:00,63.73,21.145,36.578,29.509 -2020-07-13 00:30:00,63.24,19.121,36.578,29.509 -2020-07-13 00:45:00,64.24,18.207,36.578,29.509 -2020-07-13 01:00:00,62.98,18.792,35.292,29.509 -2020-07-13 01:15:00,64.06,17.78,35.292,29.509 -2020-07-13 01:30:00,62.35,16.386,35.292,29.509 -2020-07-13 01:45:00,62.1,16.892,35.292,29.509 -2020-07-13 02:00:00,62.13,17.167,34.319,29.509 -2020-07-13 02:15:00,63.93,14.513,34.319,29.509 -2020-07-13 02:30:00,62.7,16.987000000000002,34.319,29.509 -2020-07-13 02:45:00,68.66,17.396,34.319,29.509 -2020-07-13 03:00:00,71.71,19.061,33.13,29.509 -2020-07-13 03:15:00,70.72,17.35,33.13,29.509 -2020-07-13 03:30:00,68.96,16.737000000000002,33.13,29.509 -2020-07-13 03:45:00,68.2,17.241,33.13,29.509 -2020-07-13 04:00:00,71.65,23.105999999999998,33.851,29.509 -2020-07-13 04:15:00,75.48,29.046,33.851,29.509 -2020-07-13 04:30:00,81.43,26.454,33.851,29.509 -2020-07-13 04:45:00,88.04,26.021,33.851,29.509 -2020-07-13 05:00:00,87.82,36.985,38.718,29.509 -2020-07-13 05:15:00,92.38,43.06399999999999,38.718,29.509 -2020-07-13 05:30:00,92.03,37.214,38.718,29.509 -2020-07-13 05:45:00,94.27,35.575,38.718,29.509 -2020-07-13 06:00:00,105.23,35.279,51.648999999999994,29.509 -2020-07-13 06:15:00,111.06,34.735,51.648999999999994,29.509 -2020-07-13 06:30:00,115.27,34.412,51.648999999999994,29.509 -2020-07-13 06:45:00,111.43,37.519,51.648999999999994,29.509 -2020-07-13 07:00:00,115.92,37.404,60.159,29.509 -2020-07-13 07:15:00,114.27,38.225,60.159,29.509 -2020-07-13 07:30:00,121.23,35.899,60.159,29.509 -2020-07-13 07:45:00,121.9,37.286,60.159,29.509 -2020-07-13 08:00:00,121.83,33.344,53.8,29.509 -2020-07-13 08:15:00,117.34,36.936,53.8,29.509 -2020-07-13 08:30:00,119.03,37.851,53.8,29.509 -2020-07-13 08:45:00,125.58,41.396,53.8,29.509 -2020-07-13 09:00:00,127.01,35.063,50.583,29.509 -2020-07-13 09:15:00,124.63,34.619,50.583,29.509 -2020-07-13 09:30:00,120.25,37.743,50.583,29.509 -2020-07-13 09:45:00,127.67,39.821999999999996,50.583,29.509 -2020-07-13 10:00:00,129.63,38.476,49.11600000000001,29.509 -2020-07-13 10:15:00,127.89,40.185,49.11600000000001,29.509 -2020-07-13 10:30:00,123.11,40.189,49.11600000000001,29.509 -2020-07-13 10:45:00,122.39,40.455,49.11600000000001,29.509 -2020-07-13 11:00:00,118.84,38.315,49.056000000000004,29.509 -2020-07-13 11:15:00,121.61,39.187,49.056000000000004,29.509 -2020-07-13 11:30:00,114.5,41.566,49.056000000000004,29.509 -2020-07-13 11:45:00,110.96,43.393,49.056000000000004,29.509 -2020-07-13 12:00:00,107.31,38.772,47.227,29.509 -2020-07-13 12:15:00,105.66,37.86,47.227,29.509 -2020-07-13 12:30:00,102.31,35.75,47.227,29.509 -2020-07-13 12:45:00,93.18,36.098,47.227,29.509 -2020-07-13 13:00:00,92.65,36.595,47.006,29.509 -2020-07-13 13:15:00,92.56,35.967,47.006,29.509 -2020-07-13 13:30:00,91.16,34.355,47.006,29.509 -2020-07-13 13:45:00,91.85,35.071999999999996,47.006,29.509 -2020-07-13 14:00:00,90.82,36.405,47.19,29.509 -2020-07-13 14:15:00,91.72,35.571999999999996,47.19,29.509 -2020-07-13 14:30:00,90.69,34.181999999999995,47.19,29.509 -2020-07-13 14:45:00,90.03,35.629,47.19,29.509 -2020-07-13 15:00:00,93.94,37.814,47.846000000000004,29.509 -2020-07-13 15:15:00,99.23,34.43,47.846000000000004,29.509 -2020-07-13 15:30:00,95.18,33.066,47.846000000000004,29.509 -2020-07-13 15:45:00,96.44,30.903000000000002,47.846000000000004,29.509 -2020-07-13 16:00:00,96.49,34.625,49.641000000000005,29.509 -2020-07-13 16:15:00,95.72,34.295,49.641000000000005,29.509 -2020-07-13 16:30:00,96.85,33.941,49.641000000000005,29.509 -2020-07-13 16:45:00,94.4,29.968000000000004,49.641000000000005,29.509 -2020-07-13 17:00:00,98.43,33.529,54.133,29.509 -2020-07-13 17:15:00,98.75,33.147,54.133,29.509 -2020-07-13 17:30:00,99.74,32.542,54.133,29.509 -2020-07-13 17:45:00,98.7,31.698,54.133,29.509 -2020-07-13 18:00:00,102.1,35.762,53.761,29.509 -2020-07-13 18:15:00,99.07,33.991,53.761,29.509 -2020-07-13 18:30:00,100.45,32.218,53.761,29.509 -2020-07-13 18:45:00,100.43,35.531,53.761,29.509 -2020-07-13 19:00:00,97.31,37.945,53.923,29.509 -2020-07-13 19:15:00,93.81,36.722,53.923,29.509 -2020-07-13 19:30:00,93.3,35.78,53.923,29.509 -2020-07-13 19:45:00,91.72,34.668,53.923,29.509 -2020-07-13 20:00:00,90.68,31.375,58.786,29.509 -2020-07-13 20:15:00,90.77,32.399,58.786,29.509 -2020-07-13 20:30:00,90.87,32.946,58.786,29.509 -2020-07-13 20:45:00,91.51,33.126999999999995,58.786,29.509 -2020-07-13 21:00:00,89.62,30.568,54.591,29.509 -2020-07-13 21:15:00,88.41,33.764,54.591,29.509 -2020-07-13 21:30:00,85.66,34.279,54.591,29.509 -2020-07-13 21:45:00,85.22,35.104,54.591,29.509 -2020-07-13 22:00:00,79.21,32.213,51.551,29.509 -2020-07-13 22:15:00,80.28,35.194,51.551,29.509 -2020-07-13 22:30:00,79.16,30.554000000000002,51.551,29.509 -2020-07-13 22:45:00,78.47,27.307,51.551,29.509 -2020-07-13 23:00:00,72.96,24.906999999999996,44.716,29.509 -2020-07-13 23:15:00,73.07,21.904,44.716,29.509 -2020-07-13 23:30:00,69.81,20.805,44.716,29.509 -2020-07-13 23:45:00,72.76,19.611,44.716,29.509 -2020-07-14 00:00:00,67.54,18.816,43.01,29.509 -2020-07-14 00:15:00,69.07,19.663,43.01,29.509 -2020-07-14 00:30:00,66.45,18.436,43.01,29.509 -2020-07-14 00:45:00,70.02,18.406,43.01,29.509 -2020-07-14 01:00:00,69.42,18.439,40.687,29.509 -2020-07-14 01:15:00,69.69,17.563,40.687,29.509 -2020-07-14 01:30:00,67.81,16.028,40.687,29.509 -2020-07-14 01:45:00,69.25,15.975999999999999,40.687,29.509 -2020-07-14 02:00:00,68.49,15.753,39.554,29.509 -2020-07-14 02:15:00,69.32,14.513,39.554,29.509 -2020-07-14 02:30:00,69.78,16.408,39.554,29.509 -2020-07-14 02:45:00,69.55,17.16,39.554,29.509 -2020-07-14 03:00:00,70.53,18.301,38.958,29.509 -2020-07-14 03:15:00,71.95,17.624000000000002,38.958,29.509 -2020-07-14 03:30:00,71.88,16.959,38.958,29.509 -2020-07-14 03:45:00,75.76,16.305,38.958,29.509 -2020-07-14 04:00:00,74.52,20.831999999999997,39.783,29.509 -2020-07-14 04:15:00,75.95,26.779,39.783,29.509 -2020-07-14 04:30:00,79.03,24.072,39.783,29.509 -2020-07-14 04:45:00,81.77,24.083000000000002,39.783,29.509 -2020-07-14 05:00:00,88.06,36.406,42.281000000000006,29.509 -2020-07-14 05:15:00,90.34,43.077,42.281000000000006,29.509 -2020-07-14 05:30:00,92.69,37.535,42.281000000000006,29.509 -2020-07-14 05:45:00,98.51,35.157,42.281000000000006,29.509 -2020-07-14 06:00:00,109.3,36.005,50.801,29.509 -2020-07-14 06:15:00,108.62,35.589,50.801,29.509 -2020-07-14 06:30:00,105.84,34.981,50.801,29.509 -2020-07-14 06:45:00,105.08,37.208,50.801,29.509 -2020-07-14 07:00:00,116.07,37.256,60.202,29.509 -2020-07-14 07:15:00,115.56,37.838,60.202,29.509 -2020-07-14 07:30:00,111.32,35.568000000000005,60.202,29.509 -2020-07-14 07:45:00,103.14,35.945,60.202,29.509 -2020-07-14 08:00:00,106.06,31.928,54.461000000000006,29.509 -2020-07-14 08:15:00,103.57,35.115,54.461000000000006,29.509 -2020-07-14 08:30:00,103.42,36.209,54.461000000000006,29.509 -2020-07-14 08:45:00,106.65,38.788000000000004,54.461000000000006,29.509 -2020-07-14 09:00:00,110.63,32.869,50.753,29.509 -2020-07-14 09:15:00,110.97,32.167,50.753,29.509 -2020-07-14 09:30:00,104.6,35.965,50.753,29.509 -2020-07-14 09:45:00,103.21,39.481,50.753,29.509 -2020-07-14 10:00:00,108.94,36.727,49.703,29.509 -2020-07-14 10:15:00,110.62,38.361,49.703,29.509 -2020-07-14 10:30:00,109.15,38.375,49.703,29.509 -2020-07-14 10:45:00,102.77,39.693000000000005,49.703,29.509 -2020-07-14 11:00:00,100.68,37.448,49.42100000000001,29.509 -2020-07-14 11:15:00,104.47,38.778,49.42100000000001,29.509 -2020-07-14 11:30:00,103.85,40.007,49.42100000000001,29.509 -2020-07-14 11:45:00,104.68,41.293,49.42100000000001,29.509 -2020-07-14 12:00:00,101.13,36.594,47.155,29.509 -2020-07-14 12:15:00,100.12,36.073,47.155,29.509 -2020-07-14 12:30:00,97.38,34.82,47.155,29.509 -2020-07-14 12:45:00,103.21,35.93,47.155,29.509 -2020-07-14 13:00:00,104.0,36.05,47.515,29.509 -2020-07-14 13:15:00,102.08,37.375,47.515,29.509 -2020-07-14 13:30:00,96.92,35.641,47.515,29.509 -2020-07-14 13:45:00,97.9,35.316,47.515,29.509 -2020-07-14 14:00:00,96.33,37.105,47.575,29.509 -2020-07-14 14:15:00,101.9,36.049,47.575,29.509 -2020-07-14 14:30:00,99.58,34.953,47.575,29.509 -2020-07-14 14:45:00,98.18,35.567,47.575,29.509 -2020-07-14 15:00:00,93.03,37.619,48.903,29.509 -2020-07-14 15:15:00,90.27,35.195,48.903,29.509 -2020-07-14 15:30:00,93.61,33.589,48.903,29.509 -2020-07-14 15:45:00,99.29,31.824,48.903,29.509 -2020-07-14 16:00:00,102.48,34.764,50.218999999999994,29.509 -2020-07-14 16:15:00,101.61,34.497,50.218999999999994,29.509 -2020-07-14 16:30:00,97.93,33.715,50.218999999999994,29.509 -2020-07-14 16:45:00,99.0,30.489,50.218999999999994,29.509 -2020-07-14 17:00:00,100.95,34.236999999999995,55.396,29.509 -2020-07-14 17:15:00,101.47,34.311,55.396,29.509 -2020-07-14 17:30:00,101.51,33.196999999999996,55.396,29.509 -2020-07-14 17:45:00,104.76,32.015,55.396,29.509 -2020-07-14 18:00:00,107.85,35.096,55.583999999999996,29.509 -2020-07-14 18:15:00,108.01,34.913000000000004,55.583999999999996,29.509 -2020-07-14 18:30:00,105.94,32.885999999999996,55.583999999999996,29.509 -2020-07-14 18:45:00,101.24,35.943000000000005,55.583999999999996,29.509 -2020-07-14 19:00:00,102.79,37.137,56.071000000000005,29.509 -2020-07-14 19:15:00,102.8,36.111,56.071000000000005,29.509 -2020-07-14 19:30:00,101.74,34.975,56.071000000000005,29.509 -2020-07-14 19:45:00,95.47,34.209,56.071000000000005,29.509 -2020-07-14 20:00:00,91.86,31.309,61.55,29.509 -2020-07-14 20:15:00,91.07,30.857,61.55,29.509 -2020-07-14 20:30:00,91.99,31.381,61.55,29.509 -2020-07-14 20:45:00,93.25,32.04,61.55,29.509 -2020-07-14 21:00:00,90.18,30.436,55.94,29.509 -2020-07-14 21:15:00,89.36,32.047,55.94,29.509 -2020-07-14 21:30:00,86.61,32.768,55.94,29.509 -2020-07-14 21:45:00,85.12,33.775,55.94,29.509 -2020-07-14 22:00:00,80.32,30.973000000000003,52.857,29.509 -2020-07-14 22:15:00,79.79,33.615,52.857,29.509 -2020-07-14 22:30:00,78.37,29.256999999999998,52.857,29.509 -2020-07-14 22:45:00,77.97,25.984,52.857,29.509 -2020-07-14 23:00:00,72.49,22.794,46.04,29.509 -2020-07-14 23:15:00,73.85,21.485,46.04,29.509 -2020-07-14 23:30:00,70.65,20.417,46.04,29.509 -2020-07-14 23:45:00,72.46,19.43,46.04,29.509 -2020-07-15 00:00:00,70.34,18.844,42.195,29.509 -2020-07-15 00:15:00,71.25,19.69,42.195,29.509 -2020-07-15 00:30:00,70.44,18.468,42.195,29.509 -2020-07-15 00:45:00,70.41,18.444000000000003,42.195,29.509 -2020-07-15 01:00:00,67.46,18.48,38.82,29.509 -2020-07-15 01:15:00,68.86,17.599,38.82,29.509 -2020-07-15 01:30:00,67.2,16.067999999999998,38.82,29.509 -2020-07-15 01:45:00,67.83,16.009,38.82,29.509 -2020-07-15 02:00:00,66.75,15.790999999999999,37.023,29.509 -2020-07-15 02:15:00,67.72,14.513,37.023,29.509 -2020-07-15 02:30:00,67.76,16.441,37.023,29.509 -2020-07-15 02:45:00,67.84,17.197,37.023,29.509 -2020-07-15 03:00:00,66.87,18.329,36.818000000000005,29.509 -2020-07-15 03:15:00,71.03,17.664,36.818000000000005,29.509 -2020-07-15 03:30:00,71.12,17.007,36.818000000000005,29.509 -2020-07-15 03:45:00,72.97,16.365,36.818000000000005,29.509 -2020-07-15 04:00:00,73.68,20.866,37.495,29.509 -2020-07-15 04:15:00,76.29,26.789,37.495,29.509 -2020-07-15 04:30:00,80.11,24.078000000000003,37.495,29.509 -2020-07-15 04:45:00,84.96,24.088,37.495,29.509 -2020-07-15 05:00:00,87.78,36.374,39.858000000000004,29.509 -2020-07-15 05:15:00,87.33,42.99100000000001,39.858000000000004,29.509 -2020-07-15 05:30:00,94.23,37.495,39.858000000000004,29.509 -2020-07-15 05:45:00,94.63,35.131,39.858000000000004,29.509 -2020-07-15 06:00:00,100.78,35.971,52.867,29.509 -2020-07-15 06:15:00,108.9,35.558,52.867,29.509 -2020-07-15 06:30:00,110.63,34.966,52.867,29.509 -2020-07-15 06:45:00,111.18,37.216,52.867,29.509 -2020-07-15 07:00:00,105.52,37.258,66.061,29.509 -2020-07-15 07:15:00,103.46,37.86,66.061,29.509 -2020-07-15 07:30:00,103.47,35.599000000000004,66.061,29.509 -2020-07-15 07:45:00,102.77,35.999,66.061,29.509 -2020-07-15 08:00:00,103.23,31.991,58.532,29.509 -2020-07-15 08:15:00,108.72,35.184,58.532,29.509 -2020-07-15 08:30:00,110.2,36.266999999999996,58.532,29.509 -2020-07-15 08:45:00,110.41,38.838,58.532,29.509 -2020-07-15 09:00:00,110.93,32.918,56.047,29.509 -2020-07-15 09:15:00,114.49,32.213,56.047,29.509 -2020-07-15 09:30:00,113.05,36.003,56.047,29.509 -2020-07-15 09:45:00,111.8,39.516999999999996,56.047,29.509 -2020-07-15 10:00:00,110.53,36.769,53.823,29.509 -2020-07-15 10:15:00,113.38,38.397,53.823,29.509 -2020-07-15 10:30:00,118.08,38.407,53.823,29.509 -2020-07-15 10:45:00,119.14,39.724000000000004,53.823,29.509 -2020-07-15 11:00:00,114.85,37.48,54.184,29.509 -2020-07-15 11:15:00,105.35,38.809,54.184,29.509 -2020-07-15 11:30:00,107.75,40.027,54.184,29.509 -2020-07-15 11:45:00,104.65,41.305,54.184,29.509 -2020-07-15 12:00:00,101.57,36.622,52.628,29.509 -2020-07-15 12:15:00,102.98,36.098,52.628,29.509 -2020-07-15 12:30:00,101.37,34.839,52.628,29.509 -2020-07-15 12:45:00,100.1,35.945,52.628,29.509 -2020-07-15 13:00:00,95.13,36.046,52.31,29.509 -2020-07-15 13:15:00,97.79,37.365,52.31,29.509 -2020-07-15 13:30:00,92.09,35.635,52.31,29.509 -2020-07-15 13:45:00,93.99,35.318000000000005,52.31,29.509 -2020-07-15 14:00:00,91.96,37.105,52.278999999999996,29.509 -2020-07-15 14:15:00,93.66,36.051,52.278999999999996,29.509 -2020-07-15 14:30:00,93.43,34.949,52.278999999999996,29.509 -2020-07-15 14:45:00,94.43,35.57,52.278999999999996,29.509 -2020-07-15 15:00:00,90.17,37.62,53.306999999999995,29.509 -2020-07-15 15:15:00,89.69,35.193000000000005,53.306999999999995,29.509 -2020-07-15 15:30:00,94.34,33.59,53.306999999999995,29.509 -2020-07-15 15:45:00,93.63,31.82,53.306999999999995,29.509 -2020-07-15 16:00:00,94.82,34.765,55.358999999999995,29.509 -2020-07-15 16:15:00,96.19,34.501999999999995,55.358999999999995,29.509 -2020-07-15 16:30:00,95.74,33.736999999999995,55.358999999999995,29.509 -2020-07-15 16:45:00,96.06,30.52,55.358999999999995,29.509 -2020-07-15 17:00:00,98.6,34.265,59.211999999999996,29.509 -2020-07-15 17:15:00,98.46,34.354,59.211999999999996,29.509 -2020-07-15 17:30:00,98.19,33.245,59.211999999999996,29.509 -2020-07-15 17:45:00,101.1,32.071999999999996,59.211999999999996,29.509 -2020-07-15 18:00:00,101.97,35.156,60.403999999999996,29.509 -2020-07-15 18:15:00,100.51,34.96,60.403999999999996,29.509 -2020-07-15 18:30:00,99.62,32.937,60.403999999999996,29.509 -2020-07-15 18:45:00,99.61,35.994,60.403999999999996,29.509 -2020-07-15 19:00:00,96.67,37.191,60.993,29.509 -2020-07-15 19:15:00,92.57,36.158,60.993,29.509 -2020-07-15 19:30:00,91.19,35.016999999999996,60.993,29.509 -2020-07-15 19:45:00,90.05,34.249,60.993,29.509 -2020-07-15 20:00:00,89.39,31.340999999999998,66.6,29.509 -2020-07-15 20:15:00,89.79,30.886999999999997,66.6,29.509 -2020-07-15 20:30:00,90.48,31.406999999999996,66.6,29.509 -2020-07-15 20:45:00,94.33,32.068000000000005,66.6,29.509 -2020-07-15 21:00:00,89.0,30.467,59.855,29.509 -2020-07-15 21:15:00,90.24,32.078,59.855,29.509 -2020-07-15 21:30:00,86.46,32.781,59.855,29.509 -2020-07-15 21:45:00,84.69,33.777,59.855,29.509 -2020-07-15 22:00:00,80.58,30.976999999999997,54.942,29.509 -2020-07-15 22:15:00,79.78,33.615,54.942,29.509 -2020-07-15 22:30:00,77.4,29.239,54.942,29.509 -2020-07-15 22:45:00,76.55,25.959,54.942,29.509 -2020-07-15 23:00:00,70.55,22.781,46.056000000000004,29.509 -2020-07-15 23:15:00,73.75,21.489,46.056000000000004,29.509 -2020-07-15 23:30:00,72.68,20.434,46.056000000000004,29.509 -2020-07-15 23:45:00,71.83,19.444000000000003,46.056000000000004,29.509 -2020-07-16 00:00:00,68.4,17.695999999999998,40.859,29.509 -2020-07-16 00:15:00,69.33,18.609,40.859,29.509 -2020-07-16 00:30:00,69.21,17.279,40.859,29.509 -2020-07-16 00:45:00,69.57,17.358,40.859,29.509 -2020-07-16 01:00:00,66.81,17.385,39.06,29.509 -2020-07-16 01:15:00,69.01,16.565,39.06,29.509 -2020-07-16 01:30:00,67.69,15.054,39.06,29.509 -2020-07-16 01:45:00,68.28,15.171,39.06,29.509 -2020-07-16 02:00:00,68.0,15.002,37.592,29.509 -2020-07-16 02:15:00,67.65,14.513,37.592,29.509 -2020-07-16 02:30:00,67.91,15.694,37.592,29.509 -2020-07-16 02:45:00,69.21,16.421,37.592,29.509 -2020-07-16 03:00:00,68.8,17.433,37.416,29.509 -2020-07-16 03:15:00,69.64,16.917,37.416,29.509 -2020-07-16 03:30:00,71.41,16.209,37.416,29.509 -2020-07-16 03:45:00,74.92,15.402999999999999,37.416,29.509 -2020-07-16 04:00:00,75.15,19.62,38.176,29.509 -2020-07-16 04:15:00,76.88,25.261999999999997,38.176,29.509 -2020-07-16 04:30:00,76.66,22.57,38.176,29.509 -2020-07-16 04:45:00,80.18,22.496,38.176,29.509 -2020-07-16 05:00:00,87.87,34.303000000000004,41.203,29.509 -2020-07-16 05:15:00,89.57,40.372,41.203,29.509 -2020-07-16 05:30:00,96.26,35.325,41.203,29.509 -2020-07-16 05:45:00,101.5,32.945,41.203,29.509 -2020-07-16 06:00:00,107.07,33.306,51.09,29.509 -2020-07-16 06:15:00,102.95,32.66,51.09,29.509 -2020-07-16 06:30:00,101.95,32.357,51.09,29.509 -2020-07-16 06:45:00,107.07,34.909,51.09,29.509 -2020-07-16 07:00:00,109.85,34.71,63.541000000000004,29.509 -2020-07-16 07:15:00,107.55,35.439,63.541000000000004,29.509 -2020-07-16 07:30:00,105.46,33.343,63.541000000000004,29.509 -2020-07-16 07:45:00,99.9,33.835,63.541000000000004,29.509 -2020-07-16 08:00:00,103.71,29.159000000000002,55.65,29.509 -2020-07-16 08:15:00,106.39,32.507,55.65,29.509 -2020-07-16 08:30:00,107.35,34.055,55.65,29.509 -2020-07-16 08:45:00,103.5,36.774,55.65,29.509 -2020-07-16 09:00:00,99.32,32.482,51.833999999999996,29.509 -2020-07-16 09:15:00,101.09,32.001999999999995,51.833999999999996,29.509 -2020-07-16 09:30:00,106.4,35.815,51.833999999999996,29.509 -2020-07-16 09:45:00,112.1,39.141,51.833999999999996,29.509 -2020-07-16 10:00:00,113.34,36.639,49.70399999999999,29.509 -2020-07-16 10:15:00,103.53,38.18,49.70399999999999,29.509 -2020-07-16 10:30:00,108.61,38.09,49.70399999999999,29.509 -2020-07-16 10:45:00,110.26,39.092,49.70399999999999,29.509 -2020-07-16 11:00:00,107.49,36.751999999999995,48.593999999999994,29.509 -2020-07-16 11:15:00,101.65,38.056999999999995,48.593999999999994,29.509 -2020-07-16 11:30:00,99.95,39.297,48.593999999999994,29.509 -2020-07-16 11:45:00,105.9,40.42,48.593999999999994,29.509 -2020-07-16 12:00:00,104.35,34.999,46.275,29.509 -2020-07-16 12:15:00,106.27,34.306999999999995,46.275,29.509 -2020-07-16 12:30:00,97.52,33.074,46.275,29.509 -2020-07-16 12:45:00,98.65,34.076,46.275,29.509 -2020-07-16 13:00:00,102.47,34.053000000000004,45.803000000000004,29.509 -2020-07-16 13:15:00,104.02,35.477,45.803000000000004,29.509 -2020-07-16 13:30:00,100.98,33.608000000000004,45.803000000000004,29.509 -2020-07-16 13:45:00,94.53,33.578,45.803000000000004,29.509 -2020-07-16 14:00:00,96.85,35.39,46.251999999999995,29.509 -2020-07-16 14:15:00,96.71,34.388000000000005,46.251999999999995,29.509 -2020-07-16 14:30:00,99.91,33.429,46.251999999999995,29.509 -2020-07-16 14:45:00,99.62,34.041,46.251999999999995,29.509 -2020-07-16 15:00:00,96.59,36.379,48.309,29.509 -2020-07-16 15:15:00,93.27,34.016999999999996,48.309,29.509 -2020-07-16 15:30:00,95.88,32.552,48.309,29.509 -2020-07-16 15:45:00,100.36,30.926,48.309,29.509 -2020-07-16 16:00:00,100.07,33.31,49.681999999999995,29.509 -2020-07-16 16:15:00,95.77,33.111,49.681999999999995,29.509 -2020-07-16 16:30:00,98.62,32.172,49.681999999999995,29.509 -2020-07-16 16:45:00,100.86,29.104,49.681999999999995,29.509 -2020-07-16 17:00:00,105.52,33.069,53.086000000000006,29.509 -2020-07-16 17:15:00,107.45,33.188,53.086000000000006,29.509 -2020-07-16 17:30:00,104.16,32.003,53.086000000000006,29.509 -2020-07-16 17:45:00,103.07,31.022,53.086000000000006,29.509 -2020-07-16 18:00:00,101.84,34.315,54.038999999999994,29.509 -2020-07-16 18:15:00,100.31,34.167,54.038999999999994,29.509 -2020-07-16 18:30:00,100.5,32.226,54.038999999999994,29.509 -2020-07-16 18:45:00,106.08,34.979,54.038999999999994,29.509 -2020-07-16 19:00:00,105.9,36.38,53.408,29.509 -2020-07-16 19:15:00,102.77,35.374,53.408,29.509 -2020-07-16 19:30:00,96.1,34.2,53.408,29.509 -2020-07-16 19:45:00,95.11,33.135,53.408,29.509 -2020-07-16 20:00:00,91.57,30.674,55.309,29.509 -2020-07-16 20:15:00,94.42,29.885,55.309,29.509 -2020-07-16 20:30:00,93.02,30.358,55.309,29.509 -2020-07-16 20:45:00,93.42,30.788,55.309,29.509 -2020-07-16 21:00:00,91.2,29.548000000000002,51.585,29.509 -2020-07-16 21:15:00,90.29,30.741999999999997,51.585,29.509 -2020-07-16 21:30:00,87.58,31.38,51.585,29.509 -2020-07-16 21:45:00,86.37,32.32,51.585,29.509 -2020-07-16 22:00:00,81.95,29.609,48.006,29.509 -2020-07-16 22:15:00,81.66,32.455,48.006,29.509 -2020-07-16 22:30:00,79.46,28.267,48.006,29.509 -2020-07-16 22:45:00,80.13,25.146,48.006,29.509 -2020-07-16 23:00:00,75.25,21.895,42.309,29.509 -2020-07-16 23:15:00,75.85,20.484,42.309,29.509 -2020-07-16 23:30:00,74.85,19.387,42.309,29.509 -2020-07-16 23:45:00,73.27,18.362000000000002,42.309,29.509 -2020-07-17 00:00:00,69.67,15.872,39.649,29.509 -2020-07-17 00:15:00,72.11,17.002,39.649,29.509 -2020-07-17 00:30:00,72.27,15.982999999999999,39.649,29.509 -2020-07-17 00:45:00,72.1,16.518,39.649,29.509 -2020-07-17 01:00:00,69.69,16.156,37.744,29.509 -2020-07-17 01:15:00,70.44,14.607000000000001,37.744,29.509 -2020-07-17 01:30:00,70.83,14.513,37.744,29.509 -2020-07-17 01:45:00,73.34,14.513,37.744,29.509 -2020-07-17 02:00:00,70.32,14.565999999999999,36.965,29.509 -2020-07-17 02:15:00,70.93,14.513,36.965,29.509 -2020-07-17 02:30:00,70.09,16.064,36.965,29.509 -2020-07-17 02:45:00,69.59,16.048,36.965,29.509 -2020-07-17 03:00:00,70.93,17.969,37.678000000000004,29.509 -2020-07-17 03:15:00,72.45,16.085,37.678000000000004,29.509 -2020-07-17 03:30:00,74.49,15.127,37.678000000000004,29.509 -2020-07-17 03:45:00,74.49,15.26,37.678000000000004,29.509 -2020-07-17 04:00:00,76.78,19.583,38.591,29.509 -2020-07-17 04:15:00,83.05,23.531999999999996,38.591,29.509 -2020-07-17 04:30:00,83.79,21.848000000000003,38.591,29.509 -2020-07-17 04:45:00,82.32,21.16,38.591,29.509 -2020-07-17 05:00:00,92.53,32.51,40.666,29.509 -2020-07-17 05:15:00,93.78,39.453,40.666,29.509 -2020-07-17 05:30:00,99.45,34.591,40.666,29.509 -2020-07-17 05:45:00,102.94,31.750999999999998,40.666,29.509 -2020-07-17 06:00:00,108.29,32.311,51.784,29.509 -2020-07-17 06:15:00,101.27,31.945999999999998,51.784,29.509 -2020-07-17 06:30:00,101.61,31.660999999999998,51.784,29.509 -2020-07-17 06:45:00,108.21,33.99,51.784,29.509 -2020-07-17 07:00:00,112.7,34.54,61.383,29.509 -2020-07-17 07:15:00,110.87,36.194,61.383,29.509 -2020-07-17 07:30:00,107.13,31.997,61.383,29.509 -2020-07-17 07:45:00,105.72,32.355,61.383,29.509 -2020-07-17 08:00:00,109.76,28.636,55.272,29.509 -2020-07-17 08:15:00,109.09,32.758,55.272,29.509 -2020-07-17 08:30:00,106.95,34.098,55.272,29.509 -2020-07-17 08:45:00,103.14,36.793,55.272,29.509 -2020-07-17 09:00:00,105.78,29.919,53.506,29.509 -2020-07-17 09:15:00,106.52,31.503,53.506,29.509 -2020-07-17 09:30:00,107.91,34.588,53.506,29.509 -2020-07-17 09:45:00,105.7,38.348,53.506,29.509 -2020-07-17 10:00:00,103.69,35.79,51.363,29.509 -2020-07-17 10:15:00,108.86,37.004,51.363,29.509 -2020-07-17 10:30:00,108.56,37.53,51.363,29.509 -2020-07-17 10:45:00,105.22,38.471,51.363,29.509 -2020-07-17 11:00:00,99.4,36.409,51.043,29.509 -2020-07-17 11:15:00,104.69,36.599000000000004,51.043,29.509 -2020-07-17 11:30:00,105.83,37.249,51.043,29.509 -2020-07-17 11:45:00,105.9,37.297,51.043,29.509 -2020-07-17 12:00:00,97.56,32.258,47.52,29.509 -2020-07-17 12:15:00,96.68,31.066,47.52,29.509 -2020-07-17 12:30:00,91.93,29.941999999999997,47.52,29.509 -2020-07-17 12:45:00,92.95,30.011999999999997,47.52,29.509 -2020-07-17 13:00:00,96.42,30.528000000000002,45.494,29.509 -2020-07-17 13:15:00,97.53,32.061,45.494,29.509 -2020-07-17 13:30:00,94.43,31.075,45.494,29.509 -2020-07-17 13:45:00,91.76,31.401999999999997,45.494,29.509 -2020-07-17 14:00:00,92.13,32.44,43.883,29.509 -2020-07-17 14:15:00,90.45,31.94,43.883,29.509 -2020-07-17 14:30:00,91.4,32.594,43.883,29.509 -2020-07-17 14:45:00,93.5,32.418,43.883,29.509 -2020-07-17 15:00:00,94.71,34.715,45.714,29.509 -2020-07-17 15:15:00,95.27,32.129,45.714,29.509 -2020-07-17 15:30:00,88.29,30.189,45.714,29.509 -2020-07-17 15:45:00,92.07,29.386,45.714,29.509 -2020-07-17 16:00:00,91.83,30.943,48.222,29.509 -2020-07-17 16:15:00,100.32,31.264,48.222,29.509 -2020-07-17 16:30:00,98.96,30.133000000000003,48.222,29.509 -2020-07-17 16:45:00,102.8,26.223000000000003,48.222,29.509 -2020-07-17 17:00:00,96.41,32.058,52.619,29.509 -2020-07-17 17:15:00,97.39,32.042,52.619,29.509 -2020-07-17 17:30:00,96.03,31.074,52.619,29.509 -2020-07-17 17:45:00,101.63,29.944000000000003,52.619,29.509 -2020-07-17 18:00:00,104.59,33.204,52.99,29.509 -2020-07-17 18:15:00,104.12,32.05,52.99,29.509 -2020-07-17 18:30:00,99.36,29.965999999999998,52.99,29.509 -2020-07-17 18:45:00,95.42,33.177,52.99,29.509 -2020-07-17 19:00:00,99.76,35.439,51.923,29.509 -2020-07-17 19:15:00,99.09,34.96,51.923,29.509 -2020-07-17 19:30:00,93.72,33.879,51.923,29.509 -2020-07-17 19:45:00,89.16,31.75,51.923,29.509 -2020-07-17 20:00:00,86.65,29.105999999999998,56.238,29.509 -2020-07-17 20:15:00,91.65,29.175,56.238,29.509 -2020-07-17 20:30:00,91.6,29.116999999999997,56.238,29.509 -2020-07-17 20:45:00,89.51,28.627,56.238,29.509 -2020-07-17 21:00:00,81.75,28.764,52.426,29.509 -2020-07-17 21:15:00,84.05,31.724,52.426,29.509 -2020-07-17 21:30:00,85.59,32.179,52.426,29.509 -2020-07-17 21:45:00,85.67,33.286,52.426,29.509 -2020-07-17 22:00:00,79.08,30.348000000000003,48.196000000000005,29.509 -2020-07-17 22:15:00,73.88,32.935,48.196000000000005,29.509 -2020-07-17 22:30:00,71.96,33.379,48.196000000000005,29.509 -2020-07-17 22:45:00,70.94,30.925,48.196000000000005,29.509 -2020-07-17 23:00:00,69.13,29.535999999999998,41.71,29.509 -2020-07-17 23:15:00,72.96,26.595,41.71,29.509 -2020-07-17 23:30:00,74.34,23.662,41.71,29.509 -2020-07-17 23:45:00,73.55,22.548000000000002,41.71,29.509 -2020-07-18 00:00:00,64.97,17.482,41.105,29.398000000000003 -2020-07-18 00:15:00,64.83,18.22,41.105,29.398000000000003 -2020-07-18 00:30:00,69.52,16.590999999999998,41.105,29.398000000000003 -2020-07-18 00:45:00,69.35,16.285,41.105,29.398000000000003 -2020-07-18 01:00:00,67.98,16.169,36.934,29.398000000000003 -2020-07-18 01:15:00,63.54,15.332,36.934,29.398000000000003 -2020-07-18 01:30:00,65.47,14.513,36.934,29.398000000000003 -2020-07-18 01:45:00,67.32,14.98,36.934,29.398000000000003 -2020-07-18 02:00:00,66.36,14.703,34.782,29.398000000000003 -2020-07-18 02:15:00,62.18,14.513,34.782,29.398000000000003 -2020-07-18 02:30:00,60.75,14.605,34.782,29.398000000000003 -2020-07-18 02:45:00,66.16,15.431,34.782,29.398000000000003 -2020-07-18 03:00:00,65.84,15.811,34.489000000000004,29.398000000000003 -2020-07-18 03:15:00,67.15,14.513,34.489000000000004,29.398000000000003 -2020-07-18 03:30:00,60.47,14.513,34.489000000000004,29.398000000000003 -2020-07-18 03:45:00,66.51,14.547,34.489000000000004,29.398000000000003 -2020-07-18 04:00:00,65.6,17.13,34.111,29.398000000000003 -2020-07-18 04:15:00,60.82,20.293,34.111,29.398000000000003 -2020-07-18 04:30:00,65.33,16.974,34.111,29.398000000000003 -2020-07-18 04:45:00,61.82,16.62,34.111,29.398000000000003 -2020-07-18 05:00:00,61.13,20.213,33.283,29.398000000000003 -2020-07-18 05:15:00,60.73,16.794,33.283,29.398000000000003 -2020-07-18 05:30:00,62.16,14.513,33.283,29.398000000000003 -2020-07-18 05:45:00,66.61,15.129000000000001,33.283,29.398000000000003 -2020-07-18 06:00:00,72.23,26.281,33.653,29.398000000000003 -2020-07-18 06:15:00,71.83,33.03,33.653,29.398000000000003 -2020-07-18 06:30:00,69.3,30.125,33.653,29.398000000000003 -2020-07-18 06:45:00,68.38,29.725,33.653,29.398000000000003 -2020-07-18 07:00:00,73.72,29.413,36.732,29.398000000000003 -2020-07-18 07:15:00,77.89,29.795,36.732,29.398000000000003 -2020-07-18 07:30:00,79.76,26.998,36.732,29.398000000000003 -2020-07-18 07:45:00,78.08,28.014,36.732,29.398000000000003 -2020-07-18 08:00:00,79.55,24.814,41.318999999999996,29.398000000000003 -2020-07-18 08:15:00,85.3,28.331999999999997,41.318999999999996,29.398000000000003 -2020-07-18 08:30:00,84.34,29.479,41.318999999999996,29.398000000000003 -2020-07-18 08:45:00,82.38,32.879,41.318999999999996,29.398000000000003 -2020-07-18 09:00:00,79.5,29.301,43.195,29.398000000000003 -2020-07-18 09:15:00,79.99,31.334,43.195,29.398000000000003 -2020-07-18 09:30:00,88.35,34.856,43.195,29.398000000000003 -2020-07-18 09:45:00,91.53,38.098,43.195,29.398000000000003 -2020-07-18 10:00:00,87.81,36.235,41.843999999999994,29.398000000000003 -2020-07-18 10:15:00,83.2,37.816,41.843999999999994,29.398000000000003 -2020-07-18 10:30:00,84.65,37.939,41.843999999999994,29.398000000000003 -2020-07-18 10:45:00,92.01,38.341,41.843999999999994,29.398000000000003 -2020-07-18 11:00:00,88.51,36.077,39.035,29.398000000000003 -2020-07-18 11:15:00,83.11,37.3,39.035,29.398000000000003 -2020-07-18 11:30:00,78.1,38.375,39.035,29.398000000000003 -2020-07-18 11:45:00,76.27,39.258,39.035,29.398000000000003 -2020-07-18 12:00:00,74.23,34.78,38.001,29.398000000000003 -2020-07-18 12:15:00,71.26,34.455,38.001,29.398000000000003 -2020-07-18 12:30:00,65.03,33.147,38.001,29.398000000000003 -2020-07-18 12:45:00,61.3,34.099000000000004,38.001,29.398000000000003 -2020-07-18 13:00:00,60.24,33.71,34.747,29.398000000000003 -2020-07-18 13:15:00,62.03,34.865,34.747,29.398000000000003 -2020-07-18 13:30:00,65.18,34.141,34.747,29.398000000000003 -2020-07-18 13:45:00,70.0,32.931999999999995,34.747,29.398000000000003 -2020-07-18 14:00:00,72.75,33.854,33.434,29.398000000000003 -2020-07-18 14:15:00,74.53,32.037,33.434,29.398000000000003 -2020-07-18 14:30:00,77.56,32.413000000000004,33.434,29.398000000000003 -2020-07-18 14:45:00,79.82,32.749,33.434,29.398000000000003 -2020-07-18 15:00:00,79.73,35.416,35.921,29.398000000000003 -2020-07-18 15:15:00,78.71,33.518,35.921,29.398000000000003 -2020-07-18 15:30:00,78.58,31.645,35.921,29.398000000000003 -2020-07-18 15:45:00,78.43,29.824,35.921,29.398000000000003 -2020-07-18 16:00:00,77.97,33.81,39.427,29.398000000000003 -2020-07-18 16:15:00,75.31,33.069,39.427,29.398000000000003 -2020-07-18 16:30:00,75.91,32.207,39.427,29.398000000000003 -2020-07-18 16:45:00,77.36,28.189,39.427,29.398000000000003 -2020-07-18 17:00:00,78.24,32.734,44.096000000000004,29.398000000000003 -2020-07-18 17:15:00,78.03,30.230999999999998,44.096000000000004,29.398000000000003 -2020-07-18 17:30:00,78.44,29.135,44.096000000000004,29.398000000000003 -2020-07-18 17:45:00,80.13,28.595,44.096000000000004,29.398000000000003 -2020-07-18 18:00:00,79.23,33.352,43.931000000000004,29.398000000000003 -2020-07-18 18:15:00,78.26,33.839,43.931000000000004,29.398000000000003 -2020-07-18 18:30:00,77.24,33.111,43.931000000000004,29.398000000000003 -2020-07-18 18:45:00,76.69,32.857,43.931000000000004,29.398000000000003 -2020-07-18 19:00:00,73.66,33.239000000000004,42.187,29.398000000000003 -2020-07-18 19:15:00,71.27,31.711,42.187,29.398000000000003 -2020-07-18 19:30:00,70.94,31.392,42.187,29.398000000000003 -2020-07-18 19:45:00,71.36,31.168000000000003,42.187,29.398000000000003 -2020-07-18 20:00:00,71.01,29.235,38.315,29.398000000000003 -2020-07-18 20:15:00,72.39,28.453000000000003,38.315,29.398000000000003 -2020-07-18 20:30:00,72.9,27.475,38.315,29.398000000000003 -2020-07-18 20:45:00,72.58,29.005,38.315,29.398000000000003 -2020-07-18 21:00:00,71.06,27.381,36.843,29.398000000000003 -2020-07-18 21:15:00,70.83,29.934,36.843,29.398000000000003 -2020-07-18 21:30:00,68.87,30.485,36.843,29.398000000000003 -2020-07-18 21:45:00,68.49,31.026,36.843,29.398000000000003 -2020-07-18 22:00:00,65.43,27.968000000000004,37.260999999999996,29.398000000000003 -2020-07-18 22:15:00,65.56,30.64,37.260999999999996,29.398000000000003 -2020-07-18 22:30:00,63.24,30.226,37.260999999999996,29.398000000000003 -2020-07-18 22:45:00,62.82,28.031999999999996,37.260999999999996,29.398000000000003 -2020-07-18 23:00:00,57.26,25.816999999999997,32.148,29.398000000000003 -2020-07-18 23:15:00,59.35,23.447,32.148,29.398000000000003 -2020-07-18 23:30:00,58.36,23.248,32.148,29.398000000000003 -2020-07-18 23:45:00,57.61,22.671,32.148,29.398000000000003 -2020-07-19 00:00:00,55.61,18.977,28.905,29.398000000000003 -2020-07-19 00:15:00,55.79,18.499000000000002,28.905,29.398000000000003 -2020-07-19 00:30:00,54.68,16.748,28.905,29.398000000000003 -2020-07-19 00:45:00,54.38,16.272000000000002,28.905,29.398000000000003 -2020-07-19 01:00:00,51.87,16.452,26.906999999999996,29.398000000000003 -2020-07-19 01:15:00,53.39,15.395999999999999,26.906999999999996,29.398000000000003 -2020-07-19 01:30:00,53.69,14.513,26.906999999999996,29.398000000000003 -2020-07-19 01:45:00,53.75,14.513,26.906999999999996,29.398000000000003 -2020-07-19 02:00:00,52.09,14.513,25.938000000000002,29.398000000000003 -2020-07-19 02:15:00,52.77,14.513,25.938000000000002,29.398000000000003 -2020-07-19 02:30:00,52.15,15.205,25.938000000000002,29.398000000000003 -2020-07-19 02:45:00,52.3,15.685,25.938000000000002,29.398000000000003 -2020-07-19 03:00:00,51.95,16.727999999999998,24.693,29.398000000000003 -2020-07-19 03:15:00,52.28,14.535,24.693,29.398000000000003 -2020-07-19 03:30:00,53.32,14.513,24.693,29.398000000000003 -2020-07-19 03:45:00,53.05,14.513,24.693,29.398000000000003 -2020-07-19 04:00:00,52.24,16.62,25.683000000000003,29.398000000000003 -2020-07-19 04:15:00,51.65,19.378,25.683000000000003,29.398000000000003 -2020-07-19 04:30:00,51.6,17.485,25.683000000000003,29.398000000000003 -2020-07-19 04:45:00,52.23,16.61,25.683000000000003,29.398000000000003 -2020-07-19 05:00:00,51.43,20.625,26.023000000000003,29.398000000000003 -2020-07-19 05:15:00,51.17,16.522000000000002,26.023000000000003,29.398000000000003 -2020-07-19 05:30:00,51.75,14.513,26.023000000000003,29.398000000000003 -2020-07-19 05:45:00,52.6,14.513,26.023000000000003,29.398000000000003 -2020-07-19 06:00:00,54.27,22.829,25.834,29.398000000000003 -2020-07-19 06:15:00,54.5,30.6,25.834,29.398000000000003 -2020-07-19 06:30:00,55.07,27.053,25.834,29.398000000000003 -2020-07-19 06:45:00,57.47,25.699,25.834,29.398000000000003 -2020-07-19 07:00:00,59.13,25.54,27.765,29.398000000000003 -2020-07-19 07:15:00,59.65,24.248,27.765,29.398000000000003 -2020-07-19 07:30:00,60.2,22.959,27.765,29.398000000000003 -2020-07-19 07:45:00,60.84,24.031999999999996,27.765,29.398000000000003 -2020-07-19 08:00:00,61.14,21.519000000000002,31.357,29.398000000000003 -2020-07-19 08:15:00,58.21,26.334,31.357,29.398000000000003 -2020-07-19 08:30:00,57.28,28.247,31.357,29.398000000000003 -2020-07-19 08:45:00,58.82,31.338,31.357,29.398000000000003 -2020-07-19 09:00:00,59.11,27.697,33.238,29.398000000000003 -2020-07-19 09:15:00,60.1,29.121,33.238,29.398000000000003 -2020-07-19 09:30:00,59.77,33.126,33.238,29.398000000000003 -2020-07-19 09:45:00,62.12,37.48,33.238,29.398000000000003 -2020-07-19 10:00:00,62.62,35.931,34.22,29.398000000000003 -2020-07-19 10:15:00,63.28,37.588,34.22,29.398000000000003 -2020-07-19 10:30:00,63.94,37.878,34.22,29.398000000000003 -2020-07-19 10:45:00,63.69,39.635,34.22,29.398000000000003 -2020-07-19 11:00:00,63.64,36.87,36.298,29.398000000000003 -2020-07-19 11:15:00,65.93,37.582,36.298,29.398000000000003 -2020-07-19 11:30:00,62.62,39.328,36.298,29.398000000000003 -2020-07-19 11:45:00,61.61,40.412,36.298,29.398000000000003 -2020-07-19 12:00:00,60.44,37.195,33.52,29.398000000000003 -2020-07-19 12:15:00,58.9,35.936,33.52,29.398000000000003 -2020-07-19 12:30:00,58.57,35.041,33.52,29.398000000000003 -2020-07-19 12:45:00,56.89,35.4,33.52,29.398000000000003 -2020-07-19 13:00:00,54.98,34.747,30.12,29.398000000000003 -2020-07-19 13:15:00,53.24,34.882,30.12,29.398000000000003 -2020-07-19 13:30:00,51.7,32.954,30.12,29.398000000000003 -2020-07-19 13:45:00,54.52,33.073,30.12,29.398000000000003 -2020-07-19 14:00:00,54.96,35.285,27.233,29.398000000000003 -2020-07-19 14:15:00,52.39,33.801,27.233,29.398000000000003 -2020-07-19 14:30:00,50.08,32.659,27.233,29.398000000000003 -2020-07-19 14:45:00,49.54,31.871,27.233,29.398000000000003 -2020-07-19 15:00:00,51.32,34.882,27.468000000000004,29.398000000000003 -2020-07-19 15:15:00,51.02,32.001,27.468000000000004,29.398000000000003 -2020-07-19 15:30:00,52.26,29.862,27.468000000000004,29.398000000000003 -2020-07-19 15:45:00,52.6,28.27,27.468000000000004,29.398000000000003 -2020-07-19 16:00:00,56.74,30.274,30.8,29.398000000000003 -2020-07-19 16:15:00,57.44,29.891,30.8,29.398000000000003 -2020-07-19 16:30:00,60.95,30.116999999999997,30.8,29.398000000000003 -2020-07-19 16:45:00,61.94,26.168000000000003,30.8,29.398000000000003 -2020-07-19 17:00:00,67.22,31.125999999999998,37.806,29.398000000000003 -2020-07-19 17:15:00,71.64,30.329,37.806,29.398000000000003 -2020-07-19 17:30:00,73.51,30.09,37.806,29.398000000000003 -2020-07-19 17:45:00,74.82,29.78,37.806,29.398000000000003 -2020-07-19 18:00:00,75.5,35.266,40.766,29.398000000000003 -2020-07-19 18:15:00,73.22,35.173,40.766,29.398000000000003 -2020-07-19 18:30:00,72.29,34.387,40.766,29.398000000000003 -2020-07-19 18:45:00,72.76,34.076,40.766,29.398000000000003 -2020-07-19 19:00:00,74.69,36.863,41.163000000000004,29.398000000000003 -2020-07-19 19:15:00,73.14,34.086,41.163000000000004,29.398000000000003 -2020-07-19 19:30:00,71.41,33.510999999999996,41.163000000000004,29.398000000000003 -2020-07-19 19:45:00,72.67,32.666,41.163000000000004,29.398000000000003 -2020-07-19 20:00:00,73.53,30.916,39.885999999999996,29.398000000000003 -2020-07-19 20:15:00,75.2,29.899,39.885999999999996,29.398000000000003 -2020-07-19 20:30:00,76.95,29.673000000000002,39.885999999999996,29.398000000000003 -2020-07-19 20:45:00,76.76,29.506,39.885999999999996,29.398000000000003 -2020-07-19 21:00:00,74.32,28.004,38.900999999999996,29.398000000000003 -2020-07-19 21:15:00,74.99,30.284000000000002,38.900999999999996,29.398000000000003 -2020-07-19 21:30:00,73.19,30.101999999999997,38.900999999999996,29.398000000000003 -2020-07-19 21:45:00,71.17,30.999000000000002,38.900999999999996,29.398000000000003 -2020-07-19 22:00:00,66.49,30.218000000000004,39.806999999999995,29.398000000000003 -2020-07-19 22:15:00,68.96,31.16,39.806999999999995,29.398000000000003 -2020-07-19 22:30:00,67.63,30.438000000000002,39.806999999999995,29.398000000000003 -2020-07-19 22:45:00,67.17,26.953000000000003,39.806999999999995,29.398000000000003 -2020-07-19 23:00:00,62.05,24.655,35.564,29.398000000000003 -2020-07-19 23:15:00,63.9,23.502,35.564,29.398000000000003 -2020-07-19 23:30:00,62.49,22.683000000000003,35.564,29.398000000000003 -2020-07-19 23:45:00,62.2,22.201,35.564,29.398000000000003 -2020-07-20 00:00:00,60.09,20.273,36.578,29.509 -2020-07-20 00:15:00,60.71,20.372,36.578,29.509 -2020-07-20 00:30:00,59.91,18.199,36.578,29.509 -2020-07-20 00:45:00,60.28,17.354,36.578,29.509 -2020-07-20 01:00:00,58.64,17.95,35.292,29.509 -2020-07-20 01:15:00,58.78,16.954,35.292,29.509 -2020-07-20 01:30:00,59.4,15.62,35.292,29.509 -2020-07-20 01:45:00,58.95,16.297,35.292,29.509 -2020-07-20 02:00:00,58.17,16.67,34.319,29.509 -2020-07-20 02:15:00,59.43,14.513,34.319,29.509 -2020-07-20 02:30:00,65.62,16.453,34.319,29.509 -2020-07-20 02:45:00,68.61,16.833,34.319,29.509 -2020-07-20 03:00:00,68.25,18.299,33.13,29.509 -2020-07-20 03:15:00,63.19,16.746,33.13,29.509 -2020-07-20 03:30:00,64.3,16.148,33.13,29.509 -2020-07-20 03:45:00,71.14,16.613,33.13,29.509 -2020-07-20 04:00:00,74.7,22.09,33.851,29.509 -2020-07-20 04:15:00,76.07,27.603,33.851,29.509 -2020-07-20 04:30:00,72.95,24.997,33.851,29.509 -2020-07-20 04:45:00,78.22,24.505,33.851,29.509 -2020-07-20 05:00:00,83.67,34.926,38.718,29.509 -2020-07-20 05:15:00,86.56,40.138000000000005,38.718,29.509 -2020-07-20 05:30:00,86.91,34.939,38.718,29.509 -2020-07-20 05:45:00,96.34,33.38,38.718,29.509 -2020-07-20 06:00:00,101.08,32.46,51.648999999999994,29.509 -2020-07-20 06:15:00,103.96,31.761999999999997,51.648999999999994,29.509 -2020-07-20 06:30:00,100.97,31.808000000000003,51.648999999999994,29.509 -2020-07-20 06:45:00,101.61,35.384,51.648999999999994,29.509 -2020-07-20 07:00:00,101.25,34.973,60.159,29.509 -2020-07-20 07:15:00,101.47,36.051,60.159,29.509 -2020-07-20 07:30:00,105.36,33.915,60.159,29.509 -2020-07-20 07:45:00,106.42,35.589,60.159,29.509 -2020-07-20 08:00:00,107.88,31.041,53.8,29.509 -2020-07-20 08:15:00,105.6,34.771,53.8,29.509 -2020-07-20 08:30:00,101.05,36.065,53.8,29.509 -2020-07-20 08:45:00,107.78,39.739000000000004,53.8,29.509 -2020-07-20 09:00:00,106.48,34.959,50.583,29.509 -2020-07-20 09:15:00,103.76,34.821,50.583,29.509 -2020-07-20 09:30:00,100.88,37.909,50.583,29.509 -2020-07-20 09:45:00,97.4,39.689,50.583,29.509 -2020-07-20 10:00:00,103.26,38.675,49.11600000000001,29.509 -2020-07-20 10:15:00,107.19,40.2,49.11600000000001,29.509 -2020-07-20 10:30:00,105.63,40.084,49.11600000000001,29.509 -2020-07-20 10:45:00,97.62,39.985,49.11600000000001,29.509 -2020-07-20 11:00:00,97.57,37.84,49.056000000000004,29.509 -2020-07-20 11:15:00,103.01,38.643,49.056000000000004,29.509 -2020-07-20 11:30:00,102.55,40.983000000000004,49.056000000000004,29.509 -2020-07-20 11:45:00,105.27,42.663999999999994,49.056000000000004,29.509 -2020-07-20 12:00:00,98.29,37.333,47.227,29.509 -2020-07-20 12:15:00,99.49,36.194,47.227,29.509 -2020-07-20 12:30:00,97.27,34.074,47.227,29.509 -2020-07-20 12:45:00,96.77,34.235,47.227,29.509 -2020-07-20 13:00:00,95.98,34.484,47.006,29.509 -2020-07-20 13:15:00,91.51,33.8,47.006,29.509 -2020-07-20 13:30:00,91.54,32.129,47.006,29.509 -2020-07-20 13:45:00,91.45,33.25,47.006,29.509 -2020-07-20 14:00:00,91.7,34.586,47.19,29.509 -2020-07-20 14:15:00,91.78,33.838,47.19,29.509 -2020-07-20 14:30:00,88.92,32.577,47.19,29.509 -2020-07-20 14:45:00,90.77,34.091,47.19,29.509 -2020-07-20 15:00:00,87.71,36.536,47.846000000000004,29.509 -2020-07-20 15:15:00,88.74,33.169000000000004,47.846000000000004,29.509 -2020-07-20 15:30:00,89.17,31.98,47.846000000000004,29.509 -2020-07-20 15:45:00,88.84,29.899,47.846000000000004,29.509 -2020-07-20 16:00:00,89.26,33.132,49.641000000000005,29.509 -2020-07-20 16:15:00,89.55,32.911,49.641000000000005,29.509 -2020-07-20 16:30:00,91.94,32.528,49.641000000000005,29.509 -2020-07-20 16:45:00,94.53,28.75,49.641000000000005,29.509 -2020-07-20 17:00:00,95.39,32.519,54.133,29.509 -2020-07-20 17:15:00,94.5,32.255,54.133,29.509 -2020-07-20 17:30:00,96.79,31.66,54.133,29.509 -2020-07-20 17:45:00,98.25,31.088,54.133,29.509 -2020-07-20 18:00:00,98.64,35.414,53.761,29.509 -2020-07-20 18:15:00,97.32,33.545,53.761,29.509 -2020-07-20 18:30:00,97.45,31.878,53.761,29.509 -2020-07-20 18:45:00,96.82,34.93,53.761,29.509 -2020-07-20 19:00:00,93.5,37.611,53.923,29.509 -2020-07-20 19:15:00,90.15,36.361,53.923,29.509 -2020-07-20 19:30:00,89.51,35.339,53.923,29.509 -2020-07-20 19:45:00,89.22,33.908,53.923,29.509 -2020-07-20 20:00:00,86.74,31.003,58.786,29.509 -2020-07-20 20:15:00,87.84,31.72,58.786,29.509 -2020-07-20 20:30:00,88.62,32.219,58.786,29.509 -2020-07-20 20:45:00,88.28,32.134,58.786,29.509 -2020-07-20 21:00:00,86.92,29.896,54.591,29.509 -2020-07-20 21:15:00,85.22,32.747,54.591,29.509 -2020-07-20 21:30:00,80.97,33.064,54.591,29.509 -2020-07-20 21:45:00,80.99,33.756,54.591,29.509 -2020-07-20 22:00:00,74.55,31.004,51.551,29.509 -2020-07-20 22:15:00,75.32,34.176,51.551,29.509 -2020-07-20 22:30:00,74.29,29.589000000000002,51.551,29.509 -2020-07-20 22:45:00,72.88,26.478,51.551,29.509 -2020-07-20 23:00:00,68.65,24.109,44.716,29.509 -2020-07-20 23:15:00,69.81,20.999000000000002,44.716,29.509 -2020-07-20 23:30:00,68.67,19.935,44.716,29.509 -2020-07-20 23:45:00,67.93,18.665,44.716,29.509 -2020-07-21 00:00:00,63.82,17.929000000000002,43.01,29.509 -2020-07-21 00:15:00,65.39,18.83,43.01,29.509 -2020-07-21 00:30:00,64.02,17.522000000000002,43.01,29.509 -2020-07-21 00:45:00,64.2,17.633,43.01,29.509 -2020-07-21 01:00:00,64.16,17.659000000000002,40.687,29.509 -2020-07-21 01:15:00,65.18,16.822,40.687,29.509 -2020-07-21 01:30:00,64.43,15.337,40.687,29.509 -2020-07-21 01:45:00,65.07,15.425,40.687,29.509 -2020-07-21 02:00:00,63.66,15.28,39.554,29.509 -2020-07-21 02:15:00,65.32,14.513,39.554,29.509 -2020-07-21 02:30:00,72.4,15.956,39.554,29.509 -2020-07-21 02:45:00,73.53,16.692,39.554,29.509 -2020-07-21 03:00:00,68.84,17.657,38.958,29.509 -2020-07-21 03:15:00,66.73,17.21,38.958,29.509 -2020-07-21 03:30:00,70.8,16.541,38.958,29.509 -2020-07-21 03:45:00,75.24,15.792,38.958,29.509 -2020-07-21 04:00:00,77.83,19.896,39.783,29.509 -2020-07-21 04:15:00,79.77,25.436,39.783,29.509 -2020-07-21 04:30:00,76.2,22.725,39.783,29.509 -2020-07-21 04:45:00,78.11,22.65,39.783,29.509 -2020-07-21 05:00:00,86.55,34.32,42.281000000000006,29.509 -2020-07-21 05:15:00,88.52,40.176,42.281000000000006,29.509 -2020-07-21 05:30:00,90.48,35.345,42.281000000000006,29.509 -2020-07-21 05:45:00,99.68,33.008,42.281000000000006,29.509 -2020-07-21 06:00:00,105.81,33.314,50.801,29.509 -2020-07-21 06:15:00,105.55,32.696,50.801,29.509 -2020-07-21 06:30:00,99.73,32.465,50.801,29.509 -2020-07-21 06:45:00,103.62,35.137,50.801,29.509 -2020-07-21 07:00:00,102.74,34.907,60.202,29.509 -2020-07-21 07:15:00,100.9,35.742,60.202,29.509 -2020-07-21 07:30:00,99.85,33.693000000000005,60.202,29.509 -2020-07-21 07:45:00,99.38,34.294000000000004,60.202,29.509 -2020-07-21 08:00:00,99.42,29.659000000000002,54.461000000000006,29.509 -2020-07-21 08:15:00,99.3,33.006,54.461000000000006,29.509 -2020-07-21 08:30:00,105.13,34.493,54.461000000000006,29.509 -2020-07-21 08:45:00,106.32,37.162,54.461000000000006,29.509 -2020-07-21 09:00:00,105.96,32.863,50.753,29.509 -2020-07-21 09:15:00,101.04,32.369,50.753,29.509 -2020-07-21 09:30:00,99.71,36.133,50.753,29.509 -2020-07-21 09:45:00,98.06,39.431999999999995,50.753,29.509 -2020-07-21 10:00:00,97.74,36.961999999999996,49.703,29.509 -2020-07-21 10:15:00,100.93,38.46,49.703,29.509 -2020-07-21 10:30:00,104.39,38.344,49.703,29.509 -2020-07-21 10:45:00,104.51,39.336999999999996,49.703,29.509 -2020-07-21 11:00:00,102.28,37.006,49.42100000000001,29.509 -2020-07-21 11:15:00,99.28,38.304,49.42100000000001,29.509 -2020-07-21 11:30:00,95.02,39.493,49.42100000000001,29.509 -2020-07-21 11:45:00,101.89,40.571,49.42100000000001,29.509 -2020-07-21 12:00:00,99.86,35.217,47.155,29.509 -2020-07-21 12:15:00,95.66,34.506,47.155,29.509 -2020-07-21 12:30:00,93.76,33.255,47.155,29.509 -2020-07-21 12:45:00,93.59,34.227,47.155,29.509 -2020-07-21 13:00:00,92.33,34.104,47.515,29.509 -2020-07-21 13:15:00,91.18,35.485,47.515,29.509 -2020-07-21 13:30:00,89.86,33.629,47.515,29.509 -2020-07-21 13:45:00,90.0,33.645,47.515,29.509 -2020-07-21 14:00:00,90.09,35.437,47.575,29.509 -2020-07-21 14:15:00,92.68,34.449,47.575,29.509 -2020-07-21 14:30:00,90.15,33.472,47.575,29.509 -2020-07-21 14:45:00,88.28,34.118,47.575,29.509 -2020-07-21 15:00:00,88.62,36.428000000000004,48.903,29.509 -2020-07-21 15:15:00,88.99,34.052,48.903,29.509 -2020-07-21 15:30:00,89.61,32.603,48.903,29.509 -2020-07-21 15:45:00,91.36,30.955,48.903,29.509 -2020-07-21 16:00:00,93.5,33.351,50.218999999999994,29.509 -2020-07-21 16:15:00,91.9,33.176,50.218999999999994,29.509 -2020-07-21 16:30:00,94.2,32.317,50.218999999999994,29.509 -2020-07-21 16:45:00,95.32,29.316,50.218999999999994,29.509 -2020-07-21 17:00:00,95.98,33.25,55.396,29.509 -2020-07-21 17:15:00,97.01,33.464,55.396,29.509 -2020-07-21 17:30:00,98.47,32.316,55.396,29.509 -2020-07-21 17:45:00,99.18,31.405,55.396,29.509 -2020-07-21 18:00:00,98.99,34.709,55.583999999999996,29.509 -2020-07-21 18:15:00,99.15,34.52,55.583999999999996,29.509 -2020-07-21 18:30:00,101.85,32.603,55.583999999999996,29.509 -2020-07-21 18:45:00,98.64,35.358000000000004,55.583999999999996,29.509 -2020-07-21 19:00:00,97.79,36.768,56.071000000000005,29.509 -2020-07-21 19:15:00,91.91,35.734,56.071000000000005,29.509 -2020-07-21 19:30:00,90.5,34.538000000000004,56.071000000000005,29.509 -2020-07-21 19:45:00,89.8,33.467,56.071000000000005,29.509 -2020-07-21 20:00:00,87.79,30.967,61.55,29.509 -2020-07-21 20:15:00,91.21,30.176,61.55,29.509 -2020-07-21 20:30:00,90.1,30.614,61.55,29.509 -2020-07-21 20:45:00,90.93,31.037,61.55,29.509 -2020-07-21 21:00:00,86.27,29.811999999999998,55.94,29.509 -2020-07-21 21:15:00,86.42,30.99,55.94,29.509 -2020-07-21 21:30:00,83.72,31.548000000000002,55.94,29.509 -2020-07-21 21:45:00,82.77,32.415,55.94,29.509 -2020-07-21 22:00:00,76.63,29.698,52.857,29.509 -2020-07-21 22:15:00,77.71,32.525999999999996,52.857,29.509 -2020-07-21 22:30:00,75.72,28.224,52.857,29.509 -2020-07-21 22:45:00,76.32,25.078000000000003,52.857,29.509 -2020-07-21 23:00:00,71.02,21.905,46.04,29.509 -2020-07-21 23:15:00,71.7,20.565,46.04,29.509 -2020-07-21 23:30:00,70.36,19.544,46.04,29.509 -2020-07-21 23:45:00,70.53,18.503,46.04,29.509 -2020-07-22 00:00:00,67.59,17.987000000000002,42.195,29.509 -2020-07-22 00:15:00,68.74,18.885,42.195,29.509 -2020-07-22 00:30:00,66.81,17.581,42.195,29.509 -2020-07-22 00:45:00,67.64,17.7,42.195,29.509 -2020-07-22 01:00:00,66.47,17.722,38.82,29.509 -2020-07-22 01:15:00,67.91,16.884,38.82,29.509 -2020-07-22 01:30:00,65.56,15.405999999999999,38.82,29.509 -2020-07-22 01:45:00,66.27,15.485999999999999,38.82,29.509 -2020-07-22 02:00:00,64.97,15.347999999999999,37.023,29.509 -2020-07-22 02:15:00,72.4,14.513,37.023,29.509 -2020-07-22 02:30:00,74.12,16.021,37.023,29.509 -2020-07-22 02:45:00,73.22,16.758,37.023,29.509 -2020-07-22 03:00:00,66.46,17.713,36.818000000000005,29.509 -2020-07-22 03:15:00,75.15,17.28,36.818000000000005,29.509 -2020-07-22 03:30:00,76.71,16.618,36.818000000000005,29.509 -2020-07-22 03:45:00,78.64,15.88,36.818000000000005,29.509 -2020-07-22 04:00:00,77.87,19.965,37.495,29.509 -2020-07-22 04:15:00,72.77,25.488000000000003,37.495,29.509 -2020-07-22 04:30:00,76.27,22.774,37.495,29.509 -2020-07-22 04:45:00,81.51,22.7,37.495,29.509 -2020-07-22 05:00:00,85.93,34.351,39.858000000000004,29.509 -2020-07-22 05:15:00,89.79,40.176,39.858000000000004,29.509 -2020-07-22 05:30:00,98.41,35.385,39.858000000000004,29.509 -2020-07-22 05:45:00,102.38,33.051,39.858000000000004,29.509 -2020-07-22 06:00:00,107.43,33.343,52.867,29.509 -2020-07-22 06:15:00,101.45,32.733000000000004,52.867,29.509 -2020-07-22 06:30:00,105.73,32.514,52.867,29.509 -2020-07-22 06:45:00,102.48,35.209,52.867,29.509 -2020-07-22 07:00:00,105.43,34.973,66.061,29.509 -2020-07-22 07:15:00,109.7,35.829,66.061,29.509 -2020-07-22 07:30:00,109.95,33.79,66.061,29.509 -2020-07-22 07:45:00,108.67,34.412,66.061,29.509 -2020-07-22 08:00:00,103.21,29.785,58.532,29.509 -2020-07-22 08:15:00,103.06,33.128,58.532,29.509 -2020-07-22 08:30:00,103.46,34.603,58.532,29.509 -2020-07-22 08:45:00,102.16,37.262,58.532,29.509 -2020-07-22 09:00:00,103.55,32.961999999999996,56.047,29.509 -2020-07-22 09:15:00,112.12,32.464,56.047,29.509 -2020-07-22 09:30:00,113.73,36.217,56.047,29.509 -2020-07-22 09:45:00,114.83,39.509,56.047,29.509 -2020-07-22 10:00:00,106.75,37.044000000000004,53.823,29.509 -2020-07-22 10:15:00,110.2,38.532,53.823,29.509 -2020-07-22 10:30:00,111.64,38.41,53.823,29.509 -2020-07-22 10:45:00,111.39,39.402,53.823,29.509 -2020-07-22 11:00:00,107.68,37.074,54.184,29.509 -2020-07-22 11:15:00,106.1,38.369,54.184,29.509 -2020-07-22 11:30:00,109.13,39.548,54.184,29.509 -2020-07-22 11:45:00,107.03,40.616,54.184,29.509 -2020-07-22 12:00:00,105.01,35.274,52.628,29.509 -2020-07-22 12:15:00,102.07,34.558,52.628,29.509 -2020-07-22 12:30:00,96.47,33.306,52.628,29.509 -2020-07-22 12:45:00,97.11,34.27,52.628,29.509 -2020-07-22 13:00:00,97.9,34.126999999999995,52.31,29.509 -2020-07-22 13:15:00,101.75,35.499,52.31,29.509 -2020-07-22 13:30:00,97.86,33.644,52.31,29.509 -2020-07-22 13:45:00,95.02,33.67,52.31,29.509 -2020-07-22 14:00:00,94.83,35.455999999999996,52.278999999999996,29.509 -2020-07-22 14:15:00,98.49,34.472,52.278999999999996,29.509 -2020-07-22 14:30:00,95.78,33.493,52.278999999999996,29.509 -2020-07-22 14:45:00,94.64,34.146,52.278999999999996,29.509 -2020-07-22 15:00:00,92.12,36.445,53.306999999999995,29.509 -2020-07-22 15:15:00,93.44,34.067,53.306999999999995,29.509 -2020-07-22 15:30:00,92.66,32.624,53.306999999999995,29.509 -2020-07-22 15:45:00,95.61,30.971999999999998,53.306999999999995,29.509 -2020-07-22 16:00:00,95.06,33.367,55.358999999999995,29.509 -2020-07-22 16:15:00,96.05,33.196,55.358999999999995,29.509 -2020-07-22 16:30:00,96.79,32.354,55.358999999999995,29.509 -2020-07-22 16:45:00,97.88,29.37,55.358999999999995,29.509 -2020-07-22 17:00:00,99.85,33.293,59.211999999999996,29.509 -2020-07-22 17:15:00,99.72,33.529,59.211999999999996,29.509 -2020-07-22 17:30:00,100.86,32.388000000000005,59.211999999999996,29.509 -2020-07-22 17:45:00,101.07,31.495,59.211999999999996,29.509 -2020-07-22 18:00:00,101.72,34.8,60.403999999999996,29.509 -2020-07-22 18:15:00,102.59,34.605,60.403999999999996,29.509 -2020-07-22 18:30:00,100.5,32.693000000000005,60.403999999999996,29.509 -2020-07-22 18:45:00,100.9,35.45,60.403999999999996,29.509 -2020-07-22 19:00:00,97.19,36.861,60.993,29.509 -2020-07-22 19:15:00,97.17,35.821999999999996,60.993,29.509 -2020-07-22 19:30:00,92.14,34.623000000000005,60.993,29.509 -2020-07-22 19:45:00,91.77,33.551,60.993,29.509 -2020-07-22 20:00:00,90.35,31.044,66.6,29.509 -2020-07-22 20:15:00,91.78,30.253,66.6,29.509 -2020-07-22 20:30:00,95.13,30.684,66.6,29.509 -2020-07-22 20:45:00,92.78,31.101999999999997,66.6,29.509 -2020-07-22 21:00:00,90.14,29.88,59.855,29.509 -2020-07-22 21:15:00,88.39,31.054000000000002,59.855,29.509 -2020-07-22 21:30:00,85.36,31.596,59.855,29.509 -2020-07-22 21:45:00,84.32,32.446,59.855,29.509 -2020-07-22 22:00:00,79.02,29.726,54.942,29.509 -2020-07-22 22:15:00,78.99,32.55,54.942,29.509 -2020-07-22 22:30:00,76.96,28.224,54.942,29.509 -2020-07-22 22:45:00,79.38,25.072,54.942,29.509 -2020-07-22 23:00:00,71.81,21.918000000000003,46.056000000000004,29.509 -2020-07-22 23:15:00,73.46,20.590999999999998,46.056000000000004,29.509 -2020-07-22 23:30:00,72.52,19.585,46.056000000000004,29.509 -2020-07-22 23:45:00,71.69,18.542,46.056000000000004,29.509 -2020-07-23 00:00:00,68.3,18.047,40.859,29.509 -2020-07-23 00:15:00,70.02,18.944000000000003,40.859,29.509 -2020-07-23 00:30:00,68.78,17.644000000000002,40.859,29.509 -2020-07-23 00:45:00,69.1,17.771,40.859,29.509 -2020-07-23 01:00:00,68.25,17.789,39.06,29.509 -2020-07-23 01:15:00,68.94,16.949,39.06,29.509 -2020-07-23 01:30:00,67.5,15.479000000000001,39.06,29.509 -2020-07-23 01:45:00,67.58,15.552999999999999,39.06,29.509 -2020-07-23 02:00:00,66.85,15.42,37.592,29.509 -2020-07-23 02:15:00,71.03,14.513,37.592,29.509 -2020-07-23 02:30:00,76.38,16.089000000000002,37.592,29.509 -2020-07-23 02:45:00,76.3,16.827,37.592,29.509 -2020-07-23 03:00:00,71.84,17.772000000000002,37.416,29.509 -2020-07-23 03:15:00,72.28,17.354,37.416,29.509 -2020-07-23 03:30:00,79.96,16.701,37.416,29.509 -2020-07-23 03:45:00,81.25,15.972000000000001,37.416,29.509 -2020-07-23 04:00:00,80.97,20.04,38.176,29.509 -2020-07-23 04:15:00,74.82,25.546,38.176,29.509 -2020-07-23 04:30:00,77.22,22.83,38.176,29.509 -2020-07-23 04:45:00,84.81,22.756999999999998,38.176,29.509 -2020-07-23 05:00:00,87.82,34.391,41.203,29.509 -2020-07-23 05:15:00,95.47,40.189,41.203,29.509 -2020-07-23 05:30:00,100.21,35.435,41.203,29.509 -2020-07-23 05:45:00,104.43,33.103,41.203,29.509 -2020-07-23 06:00:00,105.17,33.383,51.09,29.509 -2020-07-23 06:15:00,102.39,32.779,51.09,29.509 -2020-07-23 06:30:00,107.01,32.573,51.09,29.509 -2020-07-23 06:45:00,109.32,35.289,51.09,29.509 -2020-07-23 07:00:00,113.51,35.048,63.541000000000004,29.509 -2020-07-23 07:15:00,107.64,35.925,63.541000000000004,29.509 -2020-07-23 07:30:00,106.21,33.898,63.541000000000004,29.509 -2020-07-23 07:45:00,107.98,34.539,63.541000000000004,29.509 -2020-07-23 08:00:00,109.58,29.919,55.65,29.509 -2020-07-23 08:15:00,109.46,33.257,55.65,29.509 -2020-07-23 08:30:00,109.2,34.72,55.65,29.509 -2020-07-23 08:45:00,111.06,37.368,55.65,29.509 -2020-07-23 09:00:00,111.53,33.069,51.833999999999996,29.509 -2020-07-23 09:15:00,109.8,32.566,51.833999999999996,29.509 -2020-07-23 09:30:00,107.6,36.308,51.833999999999996,29.509 -2020-07-23 09:45:00,106.21,39.592,51.833999999999996,29.509 -2020-07-23 10:00:00,111.27,37.133,49.70399999999999,29.509 -2020-07-23 10:15:00,114.48,38.61,49.70399999999999,29.509 -2020-07-23 10:30:00,116.26,38.482,49.70399999999999,29.509 -2020-07-23 10:45:00,112.02,39.472,49.70399999999999,29.509 -2020-07-23 11:00:00,112.26,37.147,48.593999999999994,29.509 -2020-07-23 11:15:00,110.11,38.439,48.593999999999994,29.509 -2020-07-23 11:30:00,107.88,39.608000000000004,48.593999999999994,29.509 -2020-07-23 11:45:00,103.41,40.667,48.593999999999994,29.509 -2020-07-23 12:00:00,100.19,35.335,46.275,29.509 -2020-07-23 12:15:00,101.53,34.614000000000004,46.275,29.509 -2020-07-23 12:30:00,98.55,33.36,46.275,29.509 -2020-07-23 12:45:00,97.18,34.318000000000005,46.275,29.509 -2020-07-23 13:00:00,95.62,34.154,45.803000000000004,29.509 -2020-07-23 13:15:00,94.73,35.516,45.803000000000004,29.509 -2020-07-23 13:30:00,96.45,33.664,45.803000000000004,29.509 -2020-07-23 13:45:00,95.72,33.7,45.803000000000004,29.509 -2020-07-23 14:00:00,95.01,35.48,46.251999999999995,29.509 -2020-07-23 14:15:00,93.53,34.498000000000005,46.251999999999995,29.509 -2020-07-23 14:30:00,92.34,33.518,46.251999999999995,29.509 -2020-07-23 14:45:00,91.59,34.177,46.251999999999995,29.509 -2020-07-23 15:00:00,90.99,36.466,48.309,29.509 -2020-07-23 15:15:00,91.91,34.086,48.309,29.509 -2020-07-23 15:30:00,92.29,32.647,48.309,29.509 -2020-07-23 15:45:00,98.7,30.991999999999997,48.309,29.509 -2020-07-23 16:00:00,94.54,33.385,49.681999999999995,29.509 -2020-07-23 16:15:00,95.86,33.22,49.681999999999995,29.509 -2020-07-23 16:30:00,97.35,32.391999999999996,49.681999999999995,29.509 -2020-07-23 16:45:00,99.16,29.426,49.681999999999995,29.509 -2020-07-23 17:00:00,99.71,33.339,53.086000000000006,29.509 -2020-07-23 17:15:00,100.72,33.598,53.086000000000006,29.509 -2020-07-23 17:30:00,104.23,32.466,53.086000000000006,29.509 -2020-07-23 17:45:00,102.39,31.589000000000002,53.086000000000006,29.509 -2020-07-23 18:00:00,103.82,34.895,54.038999999999994,29.509 -2020-07-23 18:15:00,102.29,34.695,54.038999999999994,29.509 -2020-07-23 18:30:00,102.15,32.79,54.038999999999994,29.509 -2020-07-23 18:45:00,101.8,35.545,54.038999999999994,29.509 -2020-07-23 19:00:00,98.33,36.96,53.408,29.509 -2020-07-23 19:15:00,94.82,35.916,53.408,29.509 -2020-07-23 19:30:00,93.96,34.714,53.408,29.509 -2020-07-23 19:45:00,92.17,33.641,53.408,29.509 -2020-07-23 20:00:00,91.92,31.128,55.309,29.509 -2020-07-23 20:15:00,92.98,30.337,55.309,29.509 -2020-07-23 20:30:00,94.08,30.759,55.309,29.509 -2020-07-23 20:45:00,96.13,31.17,55.309,29.509 -2020-07-23 21:00:00,89.56,29.951999999999998,51.585,29.509 -2020-07-23 21:15:00,88.93,31.123,51.585,29.509 -2020-07-23 21:30:00,84.47,31.65,51.585,29.509 -2020-07-23 21:45:00,83.82,32.483000000000004,51.585,29.509 -2020-07-23 22:00:00,79.54,29.758000000000003,48.006,29.509 -2020-07-23 22:15:00,79.02,32.576,48.006,29.509 -2020-07-23 22:30:00,77.0,28.225,48.006,29.509 -2020-07-23 22:45:00,76.14,25.069000000000003,48.006,29.509 -2020-07-23 23:00:00,71.58,21.935,42.309,29.509 -2020-07-23 23:15:00,73.24,20.619,42.309,29.509 -2020-07-23 23:30:00,70.94,19.628,42.309,29.509 -2020-07-23 23:45:00,70.55,18.584,42.309,29.509 -2020-07-24 00:00:00,68.03,16.248,39.649,29.509 -2020-07-24 00:15:00,69.75,17.363,39.649,29.509 -2020-07-24 00:30:00,68.38,16.374000000000002,39.649,29.509 -2020-07-24 00:45:00,68.41,16.957,39.649,29.509 -2020-07-24 01:00:00,66.25,16.582,37.744,29.509 -2020-07-24 01:15:00,67.66,15.015,37.744,29.509 -2020-07-24 01:30:00,66.78,14.513,37.744,29.509 -2020-07-24 01:45:00,67.15,14.513,37.744,29.509 -2020-07-24 02:00:00,66.84,15.012,36.965,29.509 -2020-07-24 02:15:00,67.65,14.513,36.965,29.509 -2020-07-24 02:30:00,73.02,16.486,36.965,29.509 -2020-07-24 02:45:00,75.8,16.48,36.965,29.509 -2020-07-24 03:00:00,71.52,18.334,37.678000000000004,29.509 -2020-07-24 03:15:00,70.7,16.549,37.678000000000004,29.509 -2020-07-24 03:30:00,77.5,15.645999999999999,37.678000000000004,29.509 -2020-07-24 03:45:00,79.57,15.852,37.678000000000004,29.509 -2020-07-24 04:00:00,80.0,20.035999999999998,38.591,29.509 -2020-07-24 04:15:00,75.24,23.857,38.591,29.509 -2020-07-24 04:30:00,76.43,22.151999999999997,38.591,29.509 -2020-07-24 04:45:00,79.48,21.465,38.591,29.509 -2020-07-24 05:00:00,87.6,32.664,40.666,29.509 -2020-07-24 05:15:00,90.22,39.36,40.666,29.509 -2020-07-24 05:30:00,93.14,34.783,40.666,29.509 -2020-07-24 05:45:00,91.92,31.98,40.666,29.509 -2020-07-24 06:00:00,106.2,32.453,51.784,29.509 -2020-07-24 06:15:00,107.22,32.135,51.784,29.509 -2020-07-24 06:30:00,110.0,31.943,51.784,29.509 -2020-07-24 06:45:00,107.88,34.431999999999995,51.784,29.509 -2020-07-24 07:00:00,114.31,34.941,61.383,29.509 -2020-07-24 07:15:00,115.72,36.741,61.383,29.509 -2020-07-24 07:30:00,112.69,32.617,61.383,29.509 -2020-07-24 07:45:00,107.73,33.121,61.383,29.509 -2020-07-24 08:00:00,109.58,29.456,55.272,29.509 -2020-07-24 08:15:00,115.15,33.56,55.272,29.509 -2020-07-24 08:30:00,122.28,34.815,55.272,29.509 -2020-07-24 08:45:00,123.43,37.437,55.272,29.509 -2020-07-24 09:00:00,124.99,30.558000000000003,53.506,29.509 -2020-07-24 09:15:00,124.06,32.117,53.506,29.509 -2020-07-24 09:30:00,113.17,35.128,53.506,29.509 -2020-07-24 09:45:00,102.68,38.842,53.506,29.509 -2020-07-24 10:00:00,108.12,36.326,51.363,29.509 -2020-07-24 10:15:00,109.83,37.472,51.363,29.509 -2020-07-24 10:30:00,109.0,37.959,51.363,29.509 -2020-07-24 10:45:00,104.36,38.887,51.363,29.509 -2020-07-24 11:00:00,106.38,36.842,51.043,29.509 -2020-07-24 11:15:00,106.17,37.016999999999996,51.043,29.509 -2020-07-24 11:30:00,105.41,37.599000000000004,51.043,29.509 -2020-07-24 11:45:00,102.94,37.579,51.043,29.509 -2020-07-24 12:00:00,101.2,32.623000000000005,47.52,29.509 -2020-07-24 12:15:00,101.62,31.401999999999997,47.52,29.509 -2020-07-24 12:30:00,104.8,30.261,47.52,29.509 -2020-07-24 12:45:00,107.68,30.285,47.52,29.509 -2020-07-24 13:00:00,109.01,30.66,45.494,29.509 -2020-07-24 13:15:00,111.33,32.129,45.494,29.509 -2020-07-24 13:30:00,109.44,31.159000000000002,45.494,29.509 -2020-07-24 13:45:00,103.01,31.551,45.494,29.509 -2020-07-24 14:00:00,93.71,32.553000000000004,43.883,29.509 -2020-07-24 14:15:00,95.41,32.075,43.883,29.509 -2020-07-24 14:30:00,104.39,32.713,43.883,29.509 -2020-07-24 14:45:00,101.16,32.585,43.883,29.509 -2020-07-24 15:00:00,96.2,34.821,45.714,29.509 -2020-07-24 15:15:00,94.94,32.219,45.714,29.509 -2020-07-24 15:30:00,91.29,30.305999999999997,45.714,29.509 -2020-07-24 15:45:00,89.73,29.476,45.714,29.509 -2020-07-24 16:00:00,90.1,31.035999999999998,48.222,29.509 -2020-07-24 16:15:00,94.51,31.392,48.222,29.509 -2020-07-24 16:30:00,101.04,30.37,48.222,29.509 -2020-07-24 16:45:00,100.07,26.570999999999998,48.222,29.509 -2020-07-24 17:00:00,103.96,32.347,52.619,29.509 -2020-07-24 17:15:00,101.89,32.475,52.619,29.509 -2020-07-24 17:30:00,100.32,31.561,52.619,29.509 -2020-07-24 17:45:00,99.63,30.541999999999998,52.619,29.509 -2020-07-24 18:00:00,100.58,33.814,52.99,29.509 -2020-07-24 18:15:00,97.61,32.611999999999995,52.99,29.509 -2020-07-24 18:30:00,96.16,30.566,52.99,29.509 -2020-07-24 18:45:00,95.07,33.78,52.99,29.509 -2020-07-24 19:00:00,91.05,36.055,51.923,29.509 -2020-07-24 19:15:00,89.09,35.54,51.923,29.509 -2020-07-24 19:30:00,87.63,34.434,51.923,29.509 -2020-07-24 19:45:00,86.2,32.297,51.923,29.509 -2020-07-24 20:00:00,85.56,29.603,56.238,29.509 -2020-07-24 20:15:00,85.67,29.671,56.238,29.509 -2020-07-24 20:30:00,86.67,29.561,56.238,29.509 -2020-07-24 20:45:00,85.85,29.044,56.238,29.509 -2020-07-24 21:00:00,80.66,29.201999999999998,52.426,29.509 -2020-07-24 21:15:00,79.89,32.137,52.426,29.509 -2020-07-24 21:30:00,76.38,32.484,52.426,29.509 -2020-07-24 21:45:00,77.28,33.479,52.426,29.509 -2020-07-24 22:00:00,72.52,30.523000000000003,48.196000000000005,29.509 -2020-07-24 22:15:00,73.32,33.078,48.196000000000005,29.509 -2020-07-24 22:30:00,71.32,33.355,48.196000000000005,29.509 -2020-07-24 22:45:00,70.83,30.868000000000002,48.196000000000005,29.509 -2020-07-24 23:00:00,64.51,29.603,41.71,29.509 -2020-07-24 23:15:00,66.35,26.752,41.71,29.509 -2020-07-24 23:30:00,63.12,23.924,41.71,29.509 -2020-07-24 23:45:00,64.62,22.791,41.71,29.509 -2020-07-25 00:00:00,60.52,17.883,41.105,29.398000000000003 -2020-07-25 00:15:00,63.43,18.605999999999998,41.105,29.398000000000003 -2020-07-25 00:30:00,61.73,17.007,41.105,29.398000000000003 -2020-07-25 00:45:00,60.92,16.749000000000002,41.105,29.398000000000003 -2020-07-25 01:00:00,58.7,16.616,36.934,29.398000000000003 -2020-07-25 01:15:00,60.36,15.764000000000001,36.934,29.398000000000003 -2020-07-25 01:30:00,59.34,14.513,36.934,29.398000000000003 -2020-07-25 01:45:00,59.81,15.419,36.934,29.398000000000003 -2020-07-25 02:00:00,63.49,15.175999999999998,34.782,29.398000000000003 -2020-07-25 02:15:00,67.28,14.513,34.782,29.398000000000003 -2020-07-25 02:30:00,64.51,15.055,34.782,29.398000000000003 -2020-07-25 02:45:00,58.8,15.890999999999998,34.782,29.398000000000003 -2020-07-25 03:00:00,58.48,16.201,34.489000000000004,29.398000000000003 -2020-07-25 03:15:00,60.49,14.513,34.489000000000004,29.398000000000003 -2020-07-25 03:30:00,60.97,14.513,34.489000000000004,29.398000000000003 -2020-07-25 03:45:00,67.24,15.163,34.489000000000004,29.398000000000003 -2020-07-25 04:00:00,67.49,17.617,34.111,29.398000000000003 -2020-07-25 04:15:00,64.17,20.659000000000002,34.111,29.398000000000003 -2020-07-25 04:30:00,56.16,17.320999999999998,34.111,29.398000000000003 -2020-07-25 04:45:00,60.64,16.969,34.111,29.398000000000003 -2020-07-25 05:00:00,64.22,20.432000000000002,33.283,29.398000000000003 -2020-07-25 05:15:00,62.07,16.791,33.283,29.398000000000003 -2020-07-25 05:30:00,66.1,14.513,33.283,29.398000000000003 -2020-07-25 05:45:00,71.54,15.429,33.283,29.398000000000003 -2020-07-25 06:00:00,72.53,26.487,33.653,29.398000000000003 -2020-07-25 06:15:00,71.91,33.288000000000004,33.653,29.398000000000003 -2020-07-25 06:30:00,69.01,30.473000000000003,33.653,29.398000000000003 -2020-07-25 06:45:00,69.56,30.228,33.653,29.398000000000003 -2020-07-25 07:00:00,73.11,29.875999999999998,36.732,29.398000000000003 -2020-07-25 07:15:00,76.36,30.405,36.732,29.398000000000003 -2020-07-25 07:30:00,78.06,27.684,36.732,29.398000000000003 -2020-07-25 07:45:00,80.04,28.840999999999998,36.732,29.398000000000003 -2020-07-25 08:00:00,77.09,25.694000000000003,41.318999999999996,29.398000000000003 -2020-07-25 08:15:00,79.78,29.186,41.318999999999996,29.398000000000003 -2020-07-25 08:30:00,80.24,30.247,41.318999999999996,29.398000000000003 -2020-07-25 08:45:00,80.25,33.574,41.318999999999996,29.398000000000003 -2020-07-25 09:00:00,76.95,29.991999999999997,43.195,29.398000000000003 -2020-07-25 09:15:00,80.1,31.998,43.195,29.398000000000003 -2020-07-25 09:30:00,78.95,35.445,43.195,29.398000000000003 -2020-07-25 09:45:00,77.75,38.635999999999996,43.195,29.398000000000003 -2020-07-25 10:00:00,76.41,36.813,41.843999999999994,29.398000000000003 -2020-07-25 10:15:00,81.4,38.321999999999996,41.843999999999994,29.398000000000003 -2020-07-25 10:30:00,76.14,38.407,41.843999999999994,29.398000000000003 -2020-07-25 10:45:00,74.84,38.793,41.843999999999994,29.398000000000003 -2020-07-25 11:00:00,74.35,36.548,39.035,29.398000000000003 -2020-07-25 11:15:00,74.37,37.754,39.035,29.398000000000003 -2020-07-25 11:30:00,82.18,38.760999999999996,39.035,29.398000000000003 -2020-07-25 11:45:00,79.36,39.576,39.035,29.398000000000003 -2020-07-25 12:00:00,73.47,35.176,38.001,29.398000000000003 -2020-07-25 12:15:00,71.39,34.818000000000005,38.001,29.398000000000003 -2020-07-25 12:30:00,73.92,33.497,38.001,29.398000000000003 -2020-07-25 12:45:00,73.51,34.403,38.001,29.398000000000003 -2020-07-25 13:00:00,62.75,33.873000000000005,34.747,29.398000000000003 -2020-07-25 13:15:00,60.52,34.961,34.747,29.398000000000003 -2020-07-25 13:30:00,64.66,34.251,34.747,29.398000000000003 -2020-07-25 13:45:00,71.77,33.11,34.747,29.398000000000003 -2020-07-25 14:00:00,74.39,33.992,33.434,29.398000000000003 -2020-07-25 14:15:00,80.98,32.196,33.434,29.398000000000003 -2020-07-25 14:30:00,77.88,32.56,33.434,29.398000000000003 -2020-07-25 14:45:00,74.01,32.943000000000005,33.434,29.398000000000003 -2020-07-25 15:00:00,67.72,35.54,35.921,29.398000000000003 -2020-07-25 15:15:00,63.96,33.629,35.921,29.398000000000003 -2020-07-25 15:30:00,60.29,31.785,35.921,29.398000000000003 -2020-07-25 15:45:00,70.07,29.939,35.921,29.398000000000003 -2020-07-25 16:00:00,80.46,33.92,39.427,29.398000000000003 -2020-07-25 16:15:00,81.09,33.215,39.427,29.398000000000003 -2020-07-25 16:30:00,81.48,32.46,39.427,29.398000000000003 -2020-07-25 16:45:00,81.44,28.561,39.427,29.398000000000003 -2020-07-25 17:00:00,83.25,33.041,44.096000000000004,29.398000000000003 -2020-07-25 17:15:00,81.38,30.686,44.096000000000004,29.398000000000003 -2020-07-25 17:30:00,81.62,29.645,44.096000000000004,29.398000000000003 -2020-07-25 17:45:00,80.18,29.224,44.096000000000004,29.398000000000003 -2020-07-25 18:00:00,82.87,33.99,43.931000000000004,29.398000000000003 -2020-07-25 18:15:00,82.76,34.434,43.931000000000004,29.398000000000003 -2020-07-25 18:30:00,83.27,33.746,43.931000000000004,29.398000000000003 -2020-07-25 18:45:00,81.38,33.495,43.931000000000004,29.398000000000003 -2020-07-25 19:00:00,79.1,33.891999999999996,42.187,29.398000000000003 -2020-07-25 19:15:00,73.98,32.328,42.187,29.398000000000003 -2020-07-25 19:30:00,74.69,31.985,42.187,29.398000000000003 -2020-07-25 19:45:00,73.47,31.756999999999998,42.187,29.398000000000003 -2020-07-25 20:00:00,74.38,29.776,38.315,29.398000000000003 -2020-07-25 20:15:00,74.87,28.994,38.315,29.398000000000003 -2020-07-25 20:30:00,74.53,27.961,38.315,29.398000000000003 -2020-07-25 20:45:00,73.21,29.456,38.315,29.398000000000003 -2020-07-25 21:00:00,69.25,27.854,36.843,29.398000000000003 -2020-07-25 21:15:00,69.72,30.38,36.843,29.398000000000003 -2020-07-25 21:30:00,66.85,30.825,36.843,29.398000000000003 -2020-07-25 21:45:00,66.91,31.249000000000002,36.843,29.398000000000003 -2020-07-25 22:00:00,63.87,28.166999999999998,37.260999999999996,29.398000000000003 -2020-07-25 22:15:00,65.21,30.805999999999997,37.260999999999996,29.398000000000003 -2020-07-25 22:30:00,60.75,30.22,37.260999999999996,29.398000000000003 -2020-07-25 22:45:00,62.66,27.993000000000002,37.260999999999996,29.398000000000003 -2020-07-25 23:00:00,57.37,25.910999999999998,32.148,29.398000000000003 -2020-07-25 23:15:00,58.97,23.625,32.148,29.398000000000003 -2020-07-25 23:30:00,57.29,23.531,32.148,29.398000000000003 -2020-07-25 23:45:00,57.1,22.938000000000002,32.148,29.398000000000003 -2020-07-26 00:00:00,52.63,19.403,28.905,29.398000000000003 -2020-07-26 00:15:00,55.31,18.910999999999998,28.905,29.398000000000003 -2020-07-26 00:30:00,54.02,17.189,28.905,29.398000000000003 -2020-07-26 00:45:00,54.11,16.762999999999998,28.905,29.398000000000003 -2020-07-26 01:00:00,51.5,16.92,26.906999999999996,29.398000000000003 -2020-07-26 01:15:00,52.88,15.854000000000001,26.906999999999996,29.398000000000003 -2020-07-26 01:30:00,53.34,14.513,26.906999999999996,29.398000000000003 -2020-07-26 01:45:00,53.47,14.937999999999999,26.906999999999996,29.398000000000003 -2020-07-26 02:00:00,55.77,14.847000000000001,25.938000000000002,29.398000000000003 -2020-07-26 02:15:00,52.74,14.513,25.938000000000002,29.398000000000003 -2020-07-26 02:30:00,51.94,15.683,25.938000000000002,29.398000000000003 -2020-07-26 02:45:00,52.62,16.17,25.938000000000002,29.398000000000003 -2020-07-26 03:00:00,52.69,17.144000000000002,24.693,29.398000000000003 -2020-07-26 03:15:00,52.83,15.054,24.693,29.398000000000003 -2020-07-26 03:30:00,53.82,14.513,24.693,29.398000000000003 -2020-07-26 03:45:00,53.8,14.713,24.693,29.398000000000003 -2020-07-26 04:00:00,53.27,17.141,25.683000000000003,29.398000000000003 -2020-07-26 04:15:00,52.43,19.784000000000002,25.683000000000003,29.398000000000003 -2020-07-26 04:30:00,51.66,17.875999999999998,25.683000000000003,29.398000000000003 -2020-07-26 04:45:00,52.2,17.003,25.683000000000003,29.398000000000003 -2020-07-26 05:00:00,51.2,20.91,26.023000000000003,29.398000000000003 -2020-07-26 05:15:00,51.8,16.61,26.023000000000003,29.398000000000003 -2020-07-26 05:30:00,52.03,14.513,26.023000000000003,29.398000000000003 -2020-07-26 05:45:00,52.83,14.56,26.023000000000003,29.398000000000003 -2020-07-26 06:00:00,54.33,23.101,25.834,29.398000000000003 -2020-07-26 06:15:00,54.38,30.927,25.834,29.398000000000003 -2020-07-26 06:30:00,54.62,27.465999999999998,25.834,29.398000000000003 -2020-07-26 06:45:00,55.22,26.263,25.834,29.398000000000003 -2020-07-26 07:00:00,57.6,26.066,27.765,29.398000000000003 -2020-07-26 07:15:00,56.19,24.92,27.765,29.398000000000003 -2020-07-26 07:30:00,57.26,23.711,27.765,29.398000000000003 -2020-07-26 07:45:00,57.26,24.921,27.765,29.398000000000003 -2020-07-26 08:00:00,55.54,22.46,31.357,29.398000000000003 -2020-07-26 08:15:00,55.35,27.239,31.357,29.398000000000003 -2020-07-26 08:30:00,54.77,29.068,31.357,29.398000000000003 -2020-07-26 08:45:00,57.54,32.083,31.357,29.398000000000003 -2020-07-26 09:00:00,55.42,28.44,33.238,29.398000000000003 -2020-07-26 09:15:00,54.51,29.836,33.238,29.398000000000003 -2020-07-26 09:30:00,54.13,33.762,33.238,29.398000000000003 -2020-07-26 09:45:00,56.02,38.06,33.238,29.398000000000003 -2020-07-26 10:00:00,57.58,36.551,34.22,29.398000000000003 -2020-07-26 10:15:00,58.34,38.132,34.22,29.398000000000003 -2020-07-26 10:30:00,58.17,38.382,34.22,29.398000000000003 -2020-07-26 10:45:00,57.3,40.123000000000005,34.22,29.398000000000003 -2020-07-26 11:00:00,52.42,37.379,36.298,29.398000000000003 -2020-07-26 11:15:00,55.26,38.073,36.298,29.398000000000003 -2020-07-26 11:30:00,54.51,39.75,36.298,29.398000000000003 -2020-07-26 11:45:00,58.89,40.765,36.298,29.398000000000003 -2020-07-26 12:00:00,51.91,37.62,33.52,29.398000000000003 -2020-07-26 12:15:00,53.07,36.328,33.52,29.398000000000003 -2020-07-26 12:30:00,55.05,35.425,33.52,29.398000000000003 -2020-07-26 12:45:00,57.13,35.735,33.52,29.398000000000003 -2020-07-26 13:00:00,54.79,34.94,30.12,29.398000000000003 -2020-07-26 13:15:00,57.11,35.007,30.12,29.398000000000003 -2020-07-26 13:30:00,57.12,33.091,30.12,29.398000000000003 -2020-07-26 13:45:00,53.35,33.279,30.12,29.398000000000003 -2020-07-26 14:00:00,53.46,35.445,27.233,29.398000000000003 -2020-07-26 14:15:00,50.5,33.985,27.233,29.398000000000003 -2020-07-26 14:30:00,48.85,32.835,27.233,29.398000000000003 -2020-07-26 14:45:00,48.31,32.092,27.233,29.398000000000003 -2020-07-26 15:00:00,50.34,35.024,27.468000000000004,29.398000000000003 -2020-07-26 15:15:00,51.44,32.132,27.468000000000004,29.398000000000003 -2020-07-26 15:30:00,51.5,30.025,27.468000000000004,29.398000000000003 -2020-07-26 15:45:00,56.42,28.409000000000002,27.468000000000004,29.398000000000003 -2020-07-26 16:00:00,57.3,30.403000000000002,30.8,29.398000000000003 -2020-07-26 16:15:00,58.79,30.057,30.8,29.398000000000003 -2020-07-26 16:30:00,61.59,30.386999999999997,30.8,29.398000000000003 -2020-07-26 16:45:00,60.88,26.564,30.8,29.398000000000003 -2020-07-26 17:00:00,65.37,31.451,37.806,29.398000000000003 -2020-07-26 17:15:00,66.63,30.805999999999997,37.806,29.398000000000003 -2020-07-26 17:30:00,68.97,30.625999999999998,37.806,29.398000000000003 -2020-07-26 17:45:00,71.33,30.439,37.806,29.398000000000003 -2020-07-26 18:00:00,72.0,35.931999999999995,40.766,29.398000000000003 -2020-07-26 18:15:00,74.61,35.803000000000004,40.766,29.398000000000003 -2020-07-26 18:30:00,73.46,35.058,40.766,29.398000000000003 -2020-07-26 18:45:00,72.82,34.749,40.766,29.398000000000003 -2020-07-26 19:00:00,75.82,37.553000000000004,41.163000000000004,29.398000000000003 -2020-07-26 19:15:00,72.02,34.741,41.163000000000004,29.398000000000003 -2020-07-26 19:30:00,72.59,34.144,41.163000000000004,29.398000000000003 -2020-07-26 19:45:00,73.1,33.296,41.163000000000004,29.398000000000003 -2020-07-26 20:00:00,77.43,31.500999999999998,39.885999999999996,29.398000000000003 -2020-07-26 20:15:00,75.87,30.485,39.885999999999996,29.398000000000003 -2020-07-26 20:30:00,76.9,30.201999999999998,39.885999999999996,29.398000000000003 -2020-07-26 20:45:00,76.0,29.991,39.885999999999996,29.398000000000003 -2020-07-26 21:00:00,74.18,28.511,38.900999999999996,29.398000000000003 -2020-07-26 21:15:00,74.35,30.761999999999997,38.900999999999996,29.398000000000003 -2020-07-26 21:30:00,73.05,30.476999999999997,38.900999999999996,29.398000000000003 -2020-07-26 21:45:00,74.93,31.252,38.900999999999996,29.398000000000003 -2020-07-26 22:00:00,69.15,30.444000000000003,39.806999999999995,29.398000000000003 -2020-07-26 22:15:00,68.91,31.346999999999998,39.806999999999995,29.398000000000003 -2020-07-26 22:30:00,67.21,30.45,39.806999999999995,29.398000000000003 -2020-07-26 22:45:00,66.92,26.933000000000003,39.806999999999995,29.398000000000003 -2020-07-26 23:00:00,62.44,24.776,35.564,29.398000000000003 -2020-07-26 23:15:00,64.2,23.701,35.564,29.398000000000003 -2020-07-26 23:30:00,63.75,22.988000000000003,35.564,29.398000000000003 -2020-07-26 23:45:00,63.65,22.491,35.564,29.398000000000003 -2020-07-27 00:00:00,58.08,20.721999999999998,36.578,29.509 -2020-07-27 00:15:00,59.82,20.807,36.578,29.509 -2020-07-27 00:30:00,59.44,18.666,36.578,29.509 -2020-07-27 00:45:00,59.65,17.87,36.578,29.509 -2020-07-27 01:00:00,58.51,18.438,35.292,29.509 -2020-07-27 01:15:00,59.94,17.435,35.292,29.509 -2020-07-27 01:30:00,58.16,16.151,35.292,29.509 -2020-07-27 01:45:00,59.68,16.791,35.292,29.509 -2020-07-27 02:00:00,59.36,17.198,34.319,29.509 -2020-07-27 02:15:00,60.33,14.605,34.319,29.509 -2020-07-27 02:30:00,60.15,16.959,34.319,29.509 -2020-07-27 02:45:00,68.55,17.345,34.319,29.509 -2020-07-27 03:00:00,69.23,18.741,33.13,29.509 -2020-07-27 03:15:00,68.09,17.291,33.13,29.509 -2020-07-27 03:30:00,64.78,16.747,33.13,29.509 -2020-07-27 03:45:00,67.17,17.275,33.13,29.509 -2020-07-27 04:00:00,69.51,22.643,33.851,29.509 -2020-07-27 04:15:00,71.44,28.05,33.851,29.509 -2020-07-27 04:30:00,75.51,25.430999999999997,33.851,29.509 -2020-07-27 04:45:00,75.8,24.941,33.851,29.509 -2020-07-27 05:00:00,83.51,35.275999999999996,38.718,29.509 -2020-07-27 05:15:00,93.98,40.316,38.718,29.509 -2020-07-27 05:30:00,96.18,35.374,38.718,29.509 -2020-07-27 05:45:00,97.7,33.821,38.718,29.509 -2020-07-27 06:00:00,98.3,32.796,51.648999999999994,29.509 -2020-07-27 06:15:00,101.88,32.159,51.648999999999994,29.509 -2020-07-27 06:30:00,101.45,32.286,51.648999999999994,29.509 -2020-07-27 06:45:00,102.71,36.009,51.648999999999994,29.509 -2020-07-27 07:00:00,109.88,35.56,60.159,29.509 -2020-07-27 07:15:00,110.12,36.783,60.159,29.509 -2020-07-27 07:30:00,108.64,34.733000000000004,60.159,29.509 -2020-07-27 07:45:00,103.69,36.539,60.159,29.509 -2020-07-27 08:00:00,102.39,32.04,53.8,29.509 -2020-07-27 08:15:00,101.23,35.729,53.8,29.509 -2020-07-27 08:30:00,102.32,36.937,53.8,29.509 -2020-07-27 08:45:00,101.63,40.533,53.8,29.509 -2020-07-27 09:00:00,100.95,35.754,50.583,29.509 -2020-07-27 09:15:00,100.48,35.586,50.583,29.509 -2020-07-27 09:30:00,99.92,38.594,50.583,29.509 -2020-07-27 09:45:00,102.25,40.314,50.583,29.509 -2020-07-27 10:00:00,100.85,39.336,49.11600000000001,29.509 -2020-07-27 10:15:00,105.36,40.782,49.11600000000001,29.509 -2020-07-27 10:30:00,110.58,40.625,49.11600000000001,29.509 -2020-07-27 10:45:00,104.99,40.507,49.11600000000001,29.509 -2020-07-27 11:00:00,104.14,38.387,49.056000000000004,29.509 -2020-07-27 11:15:00,99.79,39.169000000000004,49.056000000000004,29.509 -2020-07-27 11:30:00,97.15,41.443999999999996,49.056000000000004,29.509 -2020-07-27 11:45:00,97.01,43.053000000000004,49.056000000000004,29.509 -2020-07-27 12:00:00,94.59,37.788000000000004,47.227,29.509 -2020-07-27 12:15:00,96.64,36.614000000000004,47.227,29.509 -2020-07-27 12:30:00,94.46,34.49,47.227,29.509 -2020-07-27 12:45:00,96.43,34.6,47.227,29.509 -2020-07-27 13:00:00,94.41,34.707,47.006,29.509 -2020-07-27 13:15:00,98.63,33.953,47.006,29.509 -2020-07-27 13:30:00,92.15,32.293,47.006,29.509 -2020-07-27 13:45:00,92.79,33.483000000000004,47.006,29.509 -2020-07-27 14:00:00,96.24,34.769,47.19,29.509 -2020-07-27 14:15:00,94.96,34.046,47.19,29.509 -2020-07-27 14:30:00,97.53,32.781,47.19,29.509 -2020-07-27 14:45:00,94.66,34.342,47.19,29.509 -2020-07-27 15:00:00,96.06,36.696,47.846000000000004,29.509 -2020-07-27 15:15:00,96.69,33.32,47.846000000000004,29.509 -2020-07-27 15:30:00,94.08,32.165,47.846000000000004,29.509 -2020-07-27 15:45:00,95.96,30.063000000000002,47.846000000000004,29.509 -2020-07-27 16:00:00,97.15,33.278,49.641000000000005,29.509 -2020-07-27 16:15:00,97.99,33.095,49.641000000000005,29.509 -2020-07-27 16:30:00,102.46,32.815,49.641000000000005,29.509 -2020-07-27 16:45:00,101.93,29.17,49.641000000000005,29.509 -2020-07-27 17:00:00,100.45,32.861999999999995,54.133,29.509 -2020-07-27 17:15:00,98.37,32.753,54.133,29.509 -2020-07-27 17:30:00,98.03,32.219,54.133,29.509 -2020-07-27 17:45:00,97.96,31.778000000000002,54.133,29.509 -2020-07-27 18:00:00,100.96,36.108000000000004,53.761,29.509 -2020-07-27 18:15:00,102.23,34.207,53.761,29.509 -2020-07-27 18:30:00,99.94,32.584,53.761,29.509 -2020-07-27 18:45:00,102.7,35.639,53.761,29.509 -2020-07-27 19:00:00,97.52,38.338,53.923,29.509 -2020-07-27 19:15:00,93.44,37.054,53.923,29.509 -2020-07-27 19:30:00,92.1,36.010999999999996,53.923,29.509 -2020-07-27 19:45:00,92.41,34.579,53.923,29.509 -2020-07-27 20:00:00,90.77,31.631999999999998,58.786,29.509 -2020-07-27 20:15:00,91.86,32.35,58.786,29.509 -2020-07-27 20:30:00,92.73,32.789,58.786,29.509 -2020-07-27 20:45:00,92.17,32.653,58.786,29.509 -2020-07-27 21:00:00,88.4,30.436,54.591,29.509 -2020-07-27 21:15:00,86.32,33.257,54.591,29.509 -2020-07-27 21:30:00,81.87,33.473,54.591,29.509 -2020-07-27 21:45:00,81.44,34.038000000000004,54.591,29.509 -2020-07-27 22:00:00,75.29,31.253,51.551,29.509 -2020-07-27 22:15:00,76.35,34.385999999999996,51.551,29.509 -2020-07-27 22:30:00,74.74,29.62,51.551,29.509 -2020-07-27 22:45:00,78.59,26.478,51.551,29.509 -2020-07-27 23:00:00,69.51,24.256,44.716,29.509 -2020-07-27 23:15:00,70.81,21.219,44.716,29.509 -2020-07-27 23:30:00,70.12,20.26,44.716,29.509 -2020-07-27 23:45:00,69.6,18.979,44.716,29.509 -2020-07-28 00:00:00,66.06,18.403,43.01,29.509 -2020-07-28 00:15:00,67.08,19.291,43.01,29.509 -2020-07-28 00:30:00,66.41,18.014,43.01,29.509 -2020-07-28 00:45:00,67.0,18.176,43.01,29.509 -2020-07-28 01:00:00,64.96,18.167,40.687,29.509 -2020-07-28 01:15:00,66.69,17.328,40.687,29.509 -2020-07-28 01:30:00,66.57,15.895,40.687,29.509 -2020-07-28 01:45:00,67.11,15.945,40.687,29.509 -2020-07-28 02:00:00,65.29,15.835,39.554,29.509 -2020-07-28 02:15:00,66.22,14.524000000000001,39.554,29.509 -2020-07-28 02:30:00,67.12,16.489,39.554,29.509 -2020-07-28 02:45:00,74.51,17.230999999999998,39.554,29.509 -2020-07-28 03:00:00,75.51,18.124000000000002,38.958,29.509 -2020-07-28 03:15:00,71.6,17.781,38.958,29.509 -2020-07-28 03:30:00,69.58,17.167,38.958,29.509 -2020-07-28 03:45:00,71.85,16.477999999999998,38.958,29.509 -2020-07-28 04:00:00,75.9,20.482,39.783,29.509 -2020-07-28 04:15:00,74.67,25.921999999999997,39.783,29.509 -2020-07-28 04:30:00,75.33,23.201999999999998,39.783,29.509 -2020-07-28 04:45:00,79.19,23.13,39.783,29.509 -2020-07-28 05:00:00,91.86,34.734,42.281000000000006,29.509 -2020-07-28 05:15:00,95.84,40.444,42.281000000000006,29.509 -2020-07-28 05:30:00,96.24,35.861,42.281000000000006,29.509 -2020-07-28 05:45:00,94.7,33.519,42.281000000000006,29.509 -2020-07-28 06:00:00,104.47,33.715,50.801,29.509 -2020-07-28 06:15:00,108.31,33.161,50.801,29.509 -2020-07-28 06:30:00,109.99,33.008,50.801,29.509 -2020-07-28 06:45:00,108.51,35.823,50.801,29.509 -2020-07-28 07:00:00,107.45,35.556,60.202,29.509 -2020-07-28 07:15:00,105.46,36.536,60.202,29.509 -2020-07-28 07:30:00,107.66,34.574,60.202,29.509 -2020-07-28 07:45:00,111.91,35.306,60.202,29.509 -2020-07-28 08:00:00,111.65,30.717,54.461000000000006,29.509 -2020-07-28 08:15:00,111.03,34.015,54.461000000000006,29.509 -2020-07-28 08:30:00,104.82,35.417,54.461000000000006,29.509 -2020-07-28 08:45:00,105.65,38.006,54.461000000000006,29.509 -2020-07-28 09:00:00,105.34,33.71,50.753,29.509 -2020-07-28 09:15:00,104.97,33.184,50.753,29.509 -2020-07-28 09:30:00,111.63,36.865,50.753,29.509 -2020-07-28 09:45:00,111.1,40.098,50.753,29.509 -2020-07-28 10:00:00,103.92,37.664,49.703,29.509 -2020-07-28 10:15:00,108.58,39.079,49.703,29.509 -2020-07-28 10:30:00,104.47,38.921,49.703,29.509 -2020-07-28 10:45:00,102.44,39.895,49.703,29.509 -2020-07-28 11:00:00,99.91,37.591,49.42100000000001,29.509 -2020-07-28 11:15:00,101.99,38.866,49.42100000000001,29.509 -2020-07-28 11:30:00,102.94,39.99,49.42100000000001,29.509 -2020-07-28 11:45:00,104.11,40.995,49.42100000000001,29.509 -2020-07-28 12:00:00,103.58,35.702,47.155,29.509 -2020-07-28 12:15:00,108.58,34.954,47.155,29.509 -2020-07-28 12:30:00,112.24,33.703,47.155,29.509 -2020-07-28 12:45:00,113.51,34.622,47.155,29.509 -2020-07-28 13:00:00,110.53,34.356,47.515,29.509 -2020-07-28 13:15:00,113.4,35.666,47.515,29.509 -2020-07-28 13:30:00,111.67,33.818000000000005,47.515,29.509 -2020-07-28 13:45:00,108.55,33.906,47.515,29.509 -2020-07-28 14:00:00,98.05,35.644,47.575,29.509 -2020-07-28 14:15:00,94.38,34.681,47.575,29.509 -2020-07-28 14:30:00,93.99,33.705,47.575,29.509 -2020-07-28 14:45:00,93.91,34.396,47.575,29.509 -2020-07-28 15:00:00,99.21,36.606,48.903,29.509 -2020-07-28 15:15:00,101.07,34.223,48.903,29.509 -2020-07-28 15:30:00,100.87,32.81,48.903,29.509 -2020-07-28 15:45:00,100.92,31.144000000000002,48.903,29.509 -2020-07-28 16:00:00,97.59,33.515,50.218999999999994,29.509 -2020-07-28 16:15:00,98.84,33.376999999999995,50.218999999999994,29.509 -2020-07-28 16:30:00,99.43,32.621,50.218999999999994,29.509 -2020-07-28 16:45:00,99.6,29.761,50.218999999999994,29.509 -2020-07-28 17:00:00,102.62,33.61,55.396,29.509 -2020-07-28 17:15:00,101.28,33.985,55.396,29.509 -2020-07-28 17:30:00,100.85,32.898,55.396,29.509 -2020-07-28 17:45:00,102.53,32.125,55.396,29.509 -2020-07-28 18:00:00,102.54,35.43,55.583999999999996,29.509 -2020-07-28 18:15:00,100.74,35.217,55.583999999999996,29.509 -2020-07-28 18:30:00,102.02,33.344,55.583999999999996,29.509 -2020-07-28 18:45:00,102.2,36.103,55.583999999999996,29.509 -2020-07-28 19:00:00,97.76,37.53,56.071000000000005,29.509 -2020-07-28 19:15:00,95.49,36.464,56.071000000000005,29.509 -2020-07-28 19:30:00,94.9,35.249,56.071000000000005,29.509 -2020-07-28 19:45:00,93.33,34.178000000000004,56.071000000000005,29.509 -2020-07-28 20:00:00,91.91,31.64,61.55,29.509 -2020-07-28 20:15:00,93.19,30.85,61.55,29.509 -2020-07-28 20:30:00,94.82,31.225,61.55,29.509 -2020-07-28 20:45:00,93.22,31.589000000000002,61.55,29.509 -2020-07-28 21:00:00,89.1,30.386999999999997,55.94,29.509 -2020-07-28 21:15:00,87.92,31.531999999999996,55.94,29.509 -2020-07-28 21:30:00,84.69,31.991999999999997,55.94,29.509 -2020-07-28 21:45:00,84.68,32.727,55.94,29.509 -2020-07-28 22:00:00,78.94,29.971,52.857,29.509 -2020-07-28 22:15:00,85.09,32.757,52.857,29.509 -2020-07-28 22:30:00,81.12,28.272,52.857,29.509 -2020-07-28 22:45:00,81.25,25.096999999999998,52.857,29.509 -2020-07-28 23:00:00,77.11,22.079,46.04,29.509 -2020-07-28 23:15:00,78.13,20.805999999999997,46.04,29.509 -2020-07-28 23:30:00,77.41,19.891,46.04,29.509 -2020-07-28 23:45:00,77.45,18.84,46.04,29.509 -2020-07-29 00:00:00,72.28,18.484,42.195,29.509 -2020-07-29 00:15:00,73.33,19.371,42.195,29.509 -2020-07-29 00:30:00,73.27,18.098,42.195,29.509 -2020-07-29 00:45:00,72.85,18.268,42.195,29.509 -2020-07-29 01:00:00,71.33,18.252,38.82,29.509 -2020-07-29 01:15:00,72.86,17.414,38.82,29.509 -2020-07-29 01:30:00,73.45,15.99,38.82,29.509 -2020-07-29 01:45:00,73.58,16.035,38.82,29.509 -2020-07-29 02:00:00,71.67,15.93,37.023,29.509 -2020-07-29 02:15:00,72.3,14.637,37.023,29.509 -2020-07-29 02:30:00,69.76,16.581,37.023,29.509 -2020-07-29 02:45:00,79.06,17.323,37.023,29.509 -2020-07-29 03:00:00,79.64,18.204,36.818000000000005,29.509 -2020-07-29 03:15:00,77.13,17.878,36.818000000000005,29.509 -2020-07-29 03:30:00,73.32,17.271,36.818000000000005,29.509 -2020-07-29 03:45:00,77.35,16.589000000000002,36.818000000000005,29.509 -2020-07-29 04:00:00,79.17,20.584,37.495,29.509 -2020-07-29 04:15:00,78.45,26.015,37.495,29.509 -2020-07-29 04:30:00,78.67,23.294,37.495,29.509 -2020-07-29 04:45:00,81.9,23.224,37.495,29.509 -2020-07-29 05:00:00,97.1,34.83,39.858000000000004,29.509 -2020-07-29 05:15:00,99.54,40.534,39.858000000000004,29.509 -2020-07-29 05:30:00,103.49,35.981,39.858000000000004,29.509 -2020-07-29 05:45:00,98.13,33.632,39.858000000000004,29.509 -2020-07-29 06:00:00,105.66,33.81,52.867,29.509 -2020-07-29 06:15:00,110.73,33.266999999999996,52.867,29.509 -2020-07-29 06:30:00,111.3,33.122,52.867,29.509 -2020-07-29 06:45:00,112.66,35.955,52.867,29.509 -2020-07-29 07:00:00,108.85,35.685,66.061,29.509 -2020-07-29 07:15:00,105.98,36.684,66.061,29.509 -2020-07-29 07:30:00,105.83,34.736999999999995,66.061,29.509 -2020-07-29 07:45:00,104.0,35.484,66.061,29.509 -2020-07-29 08:00:00,106.11,30.903000000000002,58.532,29.509 -2020-07-29 08:15:00,104.13,34.188,58.532,29.509 -2020-07-29 08:30:00,106.01,35.577,58.532,29.509 -2020-07-29 08:45:00,106.01,38.155,58.532,29.509 -2020-07-29 09:00:00,106.42,33.86,56.047,29.509 -2020-07-29 09:15:00,105.79,33.329,56.047,29.509 -2020-07-29 09:30:00,105.45,36.997,56.047,29.509 -2020-07-29 09:45:00,103.21,40.218,56.047,29.509 -2020-07-29 10:00:00,102.4,37.788000000000004,53.823,29.509 -2020-07-29 10:15:00,106.01,39.188,53.823,29.509 -2020-07-29 10:30:00,104.96,39.025,53.823,29.509 -2020-07-29 10:45:00,104.1,39.994,53.823,29.509 -2020-07-29 11:00:00,108.14,37.696,54.184,29.509 -2020-07-29 11:15:00,108.27,38.968,54.184,29.509 -2020-07-29 11:30:00,108.1,40.082,54.184,29.509 -2020-07-29 11:45:00,102.46,41.075,54.184,29.509 -2020-07-29 12:00:00,102.99,35.788000000000004,52.628,29.509 -2020-07-29 12:15:00,100.87,35.034,52.628,29.509 -2020-07-29 12:30:00,100.15,33.786,52.628,29.509 -2020-07-29 12:45:00,98.46,34.696,52.628,29.509 -2020-07-29 13:00:00,98.77,34.41,52.31,29.509 -2020-07-29 13:15:00,97.85,35.708,52.31,29.509 -2020-07-29 13:30:00,97.02,33.861,52.31,29.509 -2020-07-29 13:45:00,97.78,33.959,52.31,29.509 -2020-07-29 14:00:00,96.14,35.687,52.278999999999996,29.509 -2020-07-29 14:15:00,95.9,34.727,52.278999999999996,29.509 -2020-07-29 14:30:00,96.19,33.756,52.278999999999996,29.509 -2020-07-29 14:45:00,96.56,34.452,52.278999999999996,29.509 -2020-07-29 15:00:00,95.81,36.641999999999996,53.306999999999995,29.509 -2020-07-29 15:15:00,92.1,34.259,53.306999999999995,29.509 -2020-07-29 15:30:00,94.45,32.853,53.306999999999995,29.509 -2020-07-29 15:45:00,96.56,31.185,53.306999999999995,29.509 -2020-07-29 16:00:00,97.51,33.548,55.358999999999995,29.509 -2020-07-29 16:15:00,98.55,33.417,55.358999999999995,29.509 -2020-07-29 16:30:00,98.44,32.673,55.358999999999995,29.509 -2020-07-29 16:45:00,98.51,29.837,55.358999999999995,29.509 -2020-07-29 17:00:00,100.98,33.671,59.211999999999996,29.509 -2020-07-29 17:15:00,101.93,34.071,59.211999999999996,29.509 -2020-07-29 17:30:00,102.63,32.995,59.211999999999996,29.509 -2020-07-29 17:45:00,103.93,32.245,59.211999999999996,29.509 -2020-07-29 18:00:00,104.7,35.549,60.403999999999996,29.509 -2020-07-29 18:15:00,103.25,35.335,60.403999999999996,29.509 -2020-07-29 18:30:00,103.93,33.47,60.403999999999996,29.509 -2020-07-29 18:45:00,103.57,36.229,60.403999999999996,29.509 -2020-07-29 19:00:00,99.94,37.659,60.993,29.509 -2020-07-29 19:15:00,95.58,36.588,60.993,29.509 -2020-07-29 19:30:00,95.02,35.373000000000005,60.993,29.509 -2020-07-29 19:45:00,95.21,34.303000000000004,60.993,29.509 -2020-07-29 20:00:00,93.06,31.76,66.6,29.509 -2020-07-29 20:15:00,95.46,30.971999999999998,66.6,29.509 -2020-07-29 20:30:00,95.47,31.337,66.6,29.509 -2020-07-29 20:45:00,94.87,31.686999999999998,66.6,29.509 -2020-07-29 21:00:00,91.12,30.487,59.855,29.509 -2020-07-29 21:15:00,90.81,31.628,59.855,29.509 -2020-07-29 21:30:00,87.11,32.074,59.855,29.509 -2020-07-29 21:45:00,85.59,32.789,59.855,29.509 -2020-07-29 22:00:00,80.94,30.025,54.942,29.509 -2020-07-29 22:15:00,79.82,32.803000000000004,54.942,29.509 -2020-07-29 22:30:00,78.83,28.29,54.942,29.509 -2020-07-29 22:45:00,78.28,25.111,54.942,29.509 -2020-07-29 23:00:00,73.71,22.119,46.056000000000004,29.509 -2020-07-29 23:15:00,75.13,20.851999999999997,46.056000000000004,29.509 -2020-07-29 23:30:00,74.23,19.952,46.056000000000004,29.509 -2020-07-29 23:45:00,72.75,18.901,46.056000000000004,29.509 -2020-07-30 00:00:00,66.91,18.569000000000003,40.859,29.509 -2020-07-30 00:15:00,70.85,19.454,40.859,29.509 -2020-07-30 00:30:00,68.48,18.186,40.859,29.509 -2020-07-30 00:45:00,71.01,18.364,40.859,29.509 -2020-07-30 01:00:00,68.53,18.339000000000002,39.06,29.509 -2020-07-30 01:15:00,69.68,17.503,39.06,29.509 -2020-07-30 01:30:00,69.53,16.087,39.06,29.509 -2020-07-30 01:45:00,69.27,16.129,39.06,29.509 -2020-07-30 02:00:00,69.25,16.028,37.592,29.509 -2020-07-30 02:15:00,69.73,14.753,37.592,29.509 -2020-07-30 02:30:00,69.73,16.677,37.592,29.509 -2020-07-30 02:45:00,70.05,17.419,37.592,29.509 -2020-07-30 03:00:00,70.14,18.289,37.416,29.509 -2020-07-30 03:15:00,67.95,17.977999999999998,37.416,29.509 -2020-07-30 03:30:00,71.64,17.379,37.416,29.509 -2020-07-30 03:45:00,74.13,16.704,37.416,29.509 -2020-07-30 04:00:00,78.12,20.691,38.176,29.509 -2020-07-30 04:15:00,77.94,26.114,38.176,29.509 -2020-07-30 04:30:00,82.51,23.393,38.176,29.509 -2020-07-30 04:45:00,88.96,23.324,38.176,29.509 -2020-07-30 05:00:00,95.56,34.935,41.203,29.509 -2020-07-30 05:15:00,96.07,40.637,41.203,29.509 -2020-07-30 05:30:00,94.6,36.111999999999995,41.203,29.509 -2020-07-30 05:45:00,97.84,33.755,41.203,29.509 -2020-07-30 06:00:00,103.74,33.912,51.09,29.509 -2020-07-30 06:15:00,106.27,33.382,51.09,29.509 -2020-07-30 06:30:00,107.84,33.246,51.09,29.509 -2020-07-30 06:45:00,108.65,36.096,51.09,29.509 -2020-07-30 07:00:00,115.44,35.821,63.541000000000004,29.509 -2020-07-30 07:15:00,115.82,36.841,63.541000000000004,29.509 -2020-07-30 07:30:00,119.1,34.909,63.541000000000004,29.509 -2020-07-30 07:45:00,116.84,35.671,63.541000000000004,29.509 -2020-07-30 08:00:00,114.55,31.096,55.65,29.509 -2020-07-30 08:15:00,110.16,34.368,55.65,29.509 -2020-07-30 08:30:00,112.03,35.745,55.65,29.509 -2020-07-30 08:45:00,108.34,38.311,55.65,29.509 -2020-07-30 09:00:00,110.22,34.018,51.833999999999996,29.509 -2020-07-30 09:15:00,117.14,33.48,51.833999999999996,29.509 -2020-07-30 09:30:00,114.83,37.135,51.833999999999996,29.509 -2020-07-30 09:45:00,112.31,40.343,51.833999999999996,29.509 -2020-07-30 10:00:00,105.58,37.918,49.70399999999999,29.509 -2020-07-30 10:15:00,106.54,39.303000000000004,49.70399999999999,29.509 -2020-07-30 10:30:00,105.24,39.134,49.70399999999999,29.509 -2020-07-30 10:45:00,108.78,40.099000000000004,49.70399999999999,29.509 -2020-07-30 11:00:00,108.28,37.806,48.593999999999994,29.509 -2020-07-30 11:15:00,108.61,39.073,48.593999999999994,29.509 -2020-07-30 11:30:00,108.06,40.179,48.593999999999994,29.509 -2020-07-30 11:45:00,105.5,41.161,48.593999999999994,29.509 -2020-07-30 12:00:00,101.8,35.878,46.275,29.509 -2020-07-30 12:15:00,100.72,35.118,46.275,29.509 -2020-07-30 12:30:00,98.24,33.873000000000005,46.275,29.509 -2020-07-30 12:45:00,98.08,34.773,46.275,29.509 -2020-07-30 13:00:00,96.54,34.467,45.803000000000004,29.509 -2020-07-30 13:15:00,96.92,35.754,45.803000000000004,29.509 -2020-07-30 13:30:00,96.23,33.906,45.803000000000004,29.509 -2020-07-30 13:45:00,97.99,34.016,45.803000000000004,29.509 -2020-07-30 14:00:00,96.53,35.733000000000004,46.251999999999995,29.509 -2020-07-30 14:15:00,96.4,34.777,46.251999999999995,29.509 -2020-07-30 14:30:00,96.01,33.809,46.251999999999995,29.509 -2020-07-30 14:45:00,97.0,34.510999999999996,46.251999999999995,29.509 -2020-07-30 15:00:00,95.45,36.68,48.309,29.509 -2020-07-30 15:15:00,95.82,34.297,48.309,29.509 -2020-07-30 15:30:00,95.51,32.898,48.309,29.509 -2020-07-30 15:45:00,96.03,31.229,48.309,29.509 -2020-07-30 16:00:00,97.23,33.583,49.681999999999995,29.509 -2020-07-30 16:15:00,98.16,33.459,49.681999999999995,29.509 -2020-07-30 16:30:00,98.84,32.728,49.681999999999995,29.509 -2020-07-30 16:45:00,101.61,29.916999999999998,49.681999999999995,29.509 -2020-07-30 17:00:00,101.98,33.736,53.086000000000006,29.509 -2020-07-30 17:15:00,101.92,34.16,53.086000000000006,29.509 -2020-07-30 17:30:00,102.4,33.095,53.086000000000006,29.509 -2020-07-30 17:45:00,104.67,32.369,53.086000000000006,29.509 -2020-07-30 18:00:00,104.01,35.671,54.038999999999994,29.509 -2020-07-30 18:15:00,102.55,35.457,54.038999999999994,29.509 -2020-07-30 18:30:00,101.69,33.601,54.038999999999994,29.509 -2020-07-30 18:45:00,101.62,36.359,54.038999999999994,29.509 -2020-07-30 19:00:00,97.79,37.793,53.408,29.509 -2020-07-30 19:15:00,95.25,36.719,53.408,29.509 -2020-07-30 19:30:00,94.88,35.501999999999995,53.408,29.509 -2020-07-30 19:45:00,94.26,34.434,53.408,29.509 -2020-07-30 20:00:00,94.38,31.886,55.309,29.509 -2020-07-30 20:15:00,95.53,31.099,55.309,29.509 -2020-07-30 20:30:00,95.23,31.453000000000003,55.309,29.509 -2020-07-30 20:45:00,94.49,31.789,55.309,29.509 -2020-07-30 21:00:00,90.29,30.593000000000004,51.585,29.509 -2020-07-30 21:15:00,90.19,31.728,51.585,29.509 -2020-07-30 21:30:00,85.83,32.162,51.585,29.509 -2020-07-30 21:45:00,84.2,32.855,51.585,29.509 -2020-07-30 22:00:00,79.37,30.081999999999997,48.006,29.509 -2020-07-30 22:15:00,79.95,32.852,48.006,29.509 -2020-07-30 22:30:00,77.7,28.309,48.006,29.509 -2020-07-30 22:45:00,78.53,25.127,48.006,29.509 -2020-07-30 23:00:00,73.03,22.162,42.309,29.509 -2020-07-30 23:15:00,73.29,20.901999999999997,42.309,29.509 -2020-07-30 23:30:00,72.79,20.016,42.309,29.509 -2020-07-30 23:45:00,72.36,18.965999999999998,42.309,29.509 -2020-07-31 00:00:00,67.66,16.794,39.649,29.509 -2020-07-31 00:15:00,67.46,17.897000000000002,39.649,29.509 -2020-07-31 00:30:00,69.3,16.939,39.649,29.509 -2020-07-31 00:45:00,69.18,17.575,39.649,29.509 -2020-07-31 01:00:00,68.54,17.151,37.744,29.509 -2020-07-31 01:15:00,69.64,15.592,37.744,29.509 -2020-07-31 01:30:00,68.26,14.98,37.744,29.509 -2020-07-31 01:45:00,68.52,14.735999999999999,37.744,29.509 -2020-07-31 02:00:00,66.7,15.647,36.965,29.509 -2020-07-31 02:15:00,69.12,14.513,36.965,29.509 -2020-07-31 02:30:00,68.98,17.101,36.965,29.509 -2020-07-31 02:45:00,68.73,17.097,36.965,29.509 -2020-07-31 03:00:00,69.73,18.875999999999998,37.678000000000004,29.509 -2020-07-31 03:15:00,70.06,17.2,37.678000000000004,29.509 -2020-07-31 03:30:00,71.02,16.35,37.678000000000004,29.509 -2020-07-31 03:45:00,73.59,16.607,37.678000000000004,29.509 -2020-07-31 04:00:00,77.51,20.721,38.591,29.509 -2020-07-31 04:15:00,84.16,24.464000000000002,38.591,29.509 -2020-07-31 04:30:00,85.18,22.758000000000003,38.591,29.509 -2020-07-31 04:45:00,83.87,22.075,38.591,29.509 -2020-07-31 05:00:00,88.03,33.272,40.666,29.509 -2020-07-31 05:15:00,93.14,39.897,40.666,29.509 -2020-07-31 05:30:00,96.11,35.541,40.666,29.509 -2020-07-31 05:45:00,103.78,32.701,40.666,29.509 -2020-07-31 06:00:00,109.56,33.047,51.784,29.509 -2020-07-31 06:15:00,108.31,32.806,51.784,29.509 -2020-07-31 06:30:00,104.13,32.679,51.784,29.509 -2020-07-31 06:45:00,103.29,35.299,51.784,29.509 -2020-07-31 07:00:00,105.64,35.775,61.383,29.509 -2020-07-31 07:15:00,107.2,37.719,61.383,29.509 -2020-07-31 07:30:00,106.76,33.693000000000005,61.383,29.509 -2020-07-31 07:45:00,108.81,34.313,61.383,29.509 -2020-07-31 08:00:00,110.94,30.691,55.272,29.509 -2020-07-31 08:15:00,111.98,34.72,55.272,29.509 -2020-07-31 08:30:00,111.09,35.89,55.272,29.509 -2020-07-31 08:45:00,105.5,38.428000000000004,55.272,29.509 -2020-07-31 09:00:00,112.21,31.557,53.506,29.509 -2020-07-31 09:15:00,112.71,33.08,53.506,29.509 -2020-07-31 09:30:00,117.26,36.003,53.506,29.509 -2020-07-31 09:45:00,117.46,39.635,53.506,29.509 -2020-07-31 10:00:00,118.86,37.153,51.363,29.509 -2020-07-31 10:15:00,109.46,38.202,51.363,29.509 -2020-07-31 10:30:00,106.07,38.647,51.363,29.509 -2020-07-31 10:45:00,104.7,39.549,51.363,29.509 -2020-07-31 11:00:00,102.28,37.538000000000004,51.043,29.509 -2020-07-31 11:15:00,99.07,37.687,51.043,29.509 -2020-07-31 11:30:00,98.78,38.205999999999996,51.043,29.509 -2020-07-31 11:45:00,102.16,38.109,51.043,29.509 -2020-07-31 12:00:00,98.03,33.196,47.52,29.509 -2020-07-31 12:15:00,98.7,31.933000000000003,47.52,29.509 -2020-07-31 12:30:00,97.7,30.805999999999997,47.52,29.509 -2020-07-31 12:45:00,101.31,30.771,47.52,29.509 -2020-07-31 13:00:00,97.21,31.002,45.494,29.509 -2020-07-31 13:15:00,94.94,32.394,45.494,29.509 -2020-07-31 13:30:00,95.09,31.428,45.494,29.509 -2020-07-31 13:45:00,99.62,31.894000000000002,45.494,29.509 -2020-07-31 14:00:00,99.4,32.83,43.883,29.509 -2020-07-31 14:15:00,102.69,32.379,43.883,29.509 -2020-07-31 14:30:00,104.82,33.031,43.883,29.509 -2020-07-31 14:45:00,108.76,32.946,43.883,29.509 -2020-07-31 15:00:00,107.19,35.053000000000004,45.714,29.509 -2020-07-31 15:15:00,107.16,32.45,45.714,29.509 -2020-07-31 15:30:00,102.02,30.58,45.714,29.509 -2020-07-31 15:45:00,98.73,29.737,45.714,29.509 -2020-07-31 16:00:00,97.24,31.250999999999998,48.222,29.509 -2020-07-31 16:15:00,96.65,31.649,48.222,29.509 -2020-07-31 16:30:00,95.0,30.721999999999998,48.222,29.509 -2020-07-31 16:45:00,98.3,27.085,48.222,29.509 -2020-07-31 17:00:00,100.32,32.76,52.619,29.509 -2020-07-31 17:15:00,100.27,33.058,52.619,29.509 -2020-07-31 17:30:00,99.43,32.214,52.619,29.509 -2020-07-31 17:45:00,99.98,31.351999999999997,52.619,29.509 -2020-07-31 18:00:00,100.2,34.617,52.99,29.509 -2020-07-31 18:15:00,101.05,33.407,52.99,29.509 -2020-07-31 18:30:00,100.24,31.410999999999998,52.99,29.509 -2020-07-31 18:45:00,97.28,34.628,52.99,29.509 -2020-07-31 19:00:00,94.41,36.923,51.923,29.509 -2020-07-31 19:15:00,93.63,36.38,51.923,29.509 -2020-07-31 19:30:00,90.61,35.259,51.923,29.509 -2020-07-31 19:45:00,91.18,33.129,51.923,29.509 -2020-07-31 20:00:00,91.95,30.405,56.238,29.509 -2020-07-31 20:15:00,91.38,30.476999999999997,56.238,29.509 -2020-07-31 20:30:00,90.78,30.296999999999997,56.238,29.509 -2020-07-31 20:45:00,90.26,29.695,56.238,29.509 -2020-07-31 21:00:00,85.04,29.877,52.426,29.509 -2020-07-31 21:15:00,83.4,32.773,52.426,29.509 -2020-07-31 21:30:00,80.13,33.031,52.426,29.509 -2020-07-31 21:45:00,79.5,33.88,52.426,29.509 -2020-07-31 22:00:00,75.94,30.871,48.196000000000005,29.509 -2020-07-31 22:15:00,75.61,33.374,48.196000000000005,29.509 -2020-07-31 22:30:00,74.04,33.457,48.196000000000005,29.509 -2020-07-31 22:45:00,74.51,30.945,48.196000000000005,29.509 -2020-07-31 23:00:00,69.29,29.855999999999998,41.71,29.509 -2020-07-31 23:15:00,67.98,27.054000000000002,41.71,29.509 -2020-07-31 23:30:00,67.78,24.331999999999997,41.71,29.509 -2020-07-31 23:45:00,68.07,23.197,41.71,29.509 -2020-08-01 00:00:00,64.84,16.840999999999998,40.227,29.423000000000002 -2020-08-01 00:15:00,65.7,17.429000000000002,40.227,29.423000000000002 -2020-08-01 00:30:00,61.29,16.066,40.227,29.423000000000002 -2020-08-01 00:45:00,63.86,15.87,40.227,29.423000000000002 -2020-08-01 01:00:00,61.89,15.71,36.303000000000004,29.423000000000002 -2020-08-01 01:15:00,63.24,14.94,36.303000000000004,29.423000000000002 -2020-08-01 01:30:00,61.9,13.640999999999998,36.303000000000004,29.423000000000002 -2020-08-01 01:45:00,62.53,14.588,36.303000000000004,29.423000000000002 -2020-08-01 02:00:00,60.34,14.395999999999999,33.849000000000004,29.423000000000002 -2020-08-01 02:15:00,60.96,13.040999999999999,33.849000000000004,29.423000000000002 -2020-08-01 02:30:00,66.99,14.253,33.849000000000004,29.423000000000002 -2020-08-01 02:45:00,68.32,15.014000000000001,33.849000000000004,29.423000000000002 -2020-08-01 03:00:00,65.65,15.258,33.149,29.423000000000002 -2020-08-01 03:15:00,61.57,13.152999999999999,33.149,29.423000000000002 -2020-08-01 03:30:00,61.95,13.040999999999999,33.149,29.423000000000002 -2020-08-01 03:45:00,64.13,14.512,33.149,29.423000000000002 -2020-08-01 04:00:00,63.58,16.715,32.501,29.423000000000002 -2020-08-01 04:15:00,62.36,19.454,32.501,29.423000000000002 -2020-08-01 04:30:00,64.17,16.437,32.501,29.423000000000002 -2020-08-01 04:45:00,69.28,16.136,32.501,29.423000000000002 -2020-08-01 05:00:00,70.79,19.305,31.648000000000003,29.423000000000002 -2020-08-01 05:15:00,66.78,16.058,31.648000000000003,29.423000000000002 -2020-08-01 05:30:00,64.36,13.495999999999999,31.648000000000003,29.423000000000002 -2020-08-01 05:45:00,65.34,14.887,31.648000000000003,29.423000000000002 -2020-08-01 06:00:00,68.08,24.894000000000002,32.552,29.423000000000002 -2020-08-01 06:15:00,71.47,31.201,32.552,29.423000000000002 -2020-08-01 06:30:00,70.7,28.622,32.552,29.423000000000002 -2020-08-01 06:45:00,73.6,28.4,32.552,29.423000000000002 -2020-08-01 07:00:00,80.26,28.034000000000002,35.181999999999995,29.423000000000002 -2020-08-01 07:15:00,81.15,28.61,35.181999999999995,29.423000000000002 -2020-08-01 07:30:00,83.99,26.254,35.181999999999995,29.423000000000002 -2020-08-01 07:45:00,78.02,27.406,35.181999999999995,29.423000000000002 -2020-08-01 08:00:00,78.36,24.79,40.35,29.423000000000002 -2020-08-01 08:15:00,78.58,27.854,40.35,29.423000000000002 -2020-08-01 08:30:00,84.13,28.653000000000002,40.35,29.423000000000002 -2020-08-01 08:45:00,88.25,31.538,40.35,29.423000000000002 -2020-08-01 09:00:00,83.81,27.921,42.292,29.423000000000002 -2020-08-01 09:15:00,77.51,29.616,42.292,29.423000000000002 -2020-08-01 09:30:00,77.4,32.631,42.292,29.423000000000002 -2020-08-01 09:45:00,81.46,35.472,42.292,29.423000000000002 -2020-08-01 10:00:00,88.03,33.78,40.084,29.423000000000002 -2020-08-01 10:15:00,87.71,35.077,40.084,29.423000000000002 -2020-08-01 10:30:00,88.54,35.137,40.084,29.423000000000002 -2020-08-01 10:45:00,81.12,35.558,40.084,29.423000000000002 -2020-08-01 11:00:00,75.49,33.609,36.966,29.423000000000002 -2020-08-01 11:15:00,77.04,34.655,36.966,29.423000000000002 -2020-08-01 11:30:00,73.65,35.507,36.966,29.423000000000002 -2020-08-01 11:45:00,73.41,36.196999999999996,36.966,29.423000000000002 -2020-08-01 12:00:00,72.34,32.466,35.19,29.423000000000002 -2020-08-01 12:15:00,72.7,32.124,35.19,29.423000000000002 -2020-08-01 12:30:00,68.3,30.954,35.19,29.423000000000002 -2020-08-01 12:45:00,72.12,31.738000000000003,35.19,29.423000000000002 -2020-08-01 13:00:00,71.85,31.165,32.277,29.423000000000002 -2020-08-01 13:15:00,73.17,32.038000000000004,32.277,29.423000000000002 -2020-08-01 13:30:00,75.14,31.421,32.277,29.423000000000002 -2020-08-01 13:45:00,78.23,30.410999999999998,32.277,29.423000000000002 -2020-08-01 14:00:00,75.78,31.076999999999998,31.436999999999998,29.423000000000002 -2020-08-01 14:15:00,76.7,29.488000000000003,31.436999999999998,29.423000000000002 -2020-08-01 14:30:00,76.4,29.755,31.436999999999998,29.423000000000002 -2020-08-01 14:45:00,71.54,30.14,31.436999999999998,29.423000000000002 -2020-08-01 15:00:00,72.15,32.229,33.493,29.423000000000002 -2020-08-01 15:15:00,79.53,30.479,33.493,29.423000000000002 -2020-08-01 15:30:00,82.37,28.81,33.493,29.423000000000002 -2020-08-01 15:45:00,82.54,27.113000000000003,33.493,29.423000000000002 -2020-08-01 16:00:00,80.64,30.905,36.593,29.423000000000002 -2020-08-01 16:15:00,78.96,30.311,36.593,29.423000000000002 -2020-08-01 16:30:00,81.42,29.761,36.593,29.423000000000002 -2020-08-01 16:45:00,77.27,26.39,36.593,29.423000000000002 -2020-08-01 17:00:00,78.24,30.271,42.049,29.423000000000002 -2020-08-01 17:15:00,80.69,28.34,42.049,29.423000000000002 -2020-08-01 17:30:00,83.53,27.478,42.049,29.423000000000002 -2020-08-01 17:45:00,81.6,27.182,42.049,29.423000000000002 -2020-08-01 18:00:00,83.2,31.39,43.755,29.423000000000002 -2020-08-01 18:15:00,82.56,31.776,43.755,29.423000000000002 -2020-08-01 18:30:00,82.19,31.188000000000002,43.755,29.423000000000002 -2020-08-01 18:45:00,81.88,31.037,43.755,29.423000000000002 -2020-08-01 19:00:00,79.58,31.397,44.492,29.423000000000002 -2020-08-01 19:15:00,76.37,29.973000000000003,44.492,29.423000000000002 -2020-08-01 19:30:00,75.74,29.653000000000002,44.492,29.423000000000002 -2020-08-01 19:45:00,76.03,29.514,44.492,29.423000000000002 -2020-08-01 20:00:00,78.67,27.618000000000002,40.896,29.423000000000002 -2020-08-01 20:15:00,78.26,27.023000000000003,40.896,29.423000000000002 -2020-08-01 20:30:00,77.78,26.051,40.896,29.423000000000002 -2020-08-01 20:45:00,79.77,27.362,40.896,29.423000000000002 -2020-08-01 21:00:00,74.49,25.883000000000003,39.056,29.423000000000002 -2020-08-01 21:15:00,73.64,28.221,39.056,29.423000000000002 -2020-08-01 21:30:00,71.31,28.568,39.056,29.423000000000002 -2020-08-01 21:45:00,70.86,28.83,39.056,29.423000000000002 -2020-08-01 22:00:00,68.57,26.011,38.478,29.423000000000002 -2020-08-01 22:15:00,67.73,28.296999999999997,38.478,29.423000000000002 -2020-08-01 22:30:00,65.12,27.611,38.478,29.423000000000002 -2020-08-01 22:45:00,65.56,25.581999999999997,38.478,29.423000000000002 -2020-08-01 23:00:00,61.72,23.868000000000002,32.953,29.423000000000002 -2020-08-01 23:15:00,60.35,21.84,32.953,29.423000000000002 -2020-08-01 23:30:00,58.32,21.82,32.953,29.423000000000002 -2020-08-01 23:45:00,57.81,21.265,32.953,29.423000000000002 -2020-08-02 00:00:00,56.36,18.218,28.584,29.423000000000002 -2020-08-02 00:15:00,57.66,17.723,28.584,29.423000000000002 -2020-08-02 00:30:00,57.1,16.248,28.584,29.423000000000002 -2020-08-02 00:45:00,57.12,15.909,28.584,29.423000000000002 -2020-08-02 01:00:00,55.38,16.003,26.419,29.423000000000002 -2020-08-02 01:15:00,55.55,15.054,26.419,29.423000000000002 -2020-08-02 01:30:00,55.72,13.6,26.419,29.423000000000002 -2020-08-02 01:45:00,55.6,14.199000000000002,26.419,29.423000000000002 -2020-08-02 02:00:00,55.11,14.134,25.335,29.423000000000002 -2020-08-02 02:15:00,55.47,13.040999999999999,25.335,29.423000000000002 -2020-08-02 02:30:00,54.77,14.844000000000001,25.335,29.423000000000002 -2020-08-02 02:45:00,55.36,15.297,25.335,29.423000000000002 -2020-08-02 03:00:00,54.8,16.134,24.805,29.423000000000002 -2020-08-02 03:15:00,55.54,14.325,24.805,29.423000000000002 -2020-08-02 03:30:00,55.72,13.217,24.805,29.423000000000002 -2020-08-02 03:45:00,55.21,14.154000000000002,24.805,29.423000000000002 -2020-08-02 04:00:00,58.15,16.34,25.772,29.423000000000002 -2020-08-02 04:15:00,56.39,18.723,25.772,29.423000000000002 -2020-08-02 04:30:00,54.95,16.98,25.772,29.423000000000002 -2020-08-02 04:45:00,55.36,16.218,25.772,29.423000000000002 -2020-08-02 05:00:00,55.17,19.77,25.971999999999998,29.423000000000002 -2020-08-02 05:15:00,54.51,15.937000000000001,25.971999999999998,29.423000000000002 -2020-08-02 05:30:00,54.25,13.040999999999999,25.971999999999998,29.423000000000002 -2020-08-02 05:45:00,55.07,14.138,25.971999999999998,29.423000000000002 -2020-08-02 06:00:00,55.41,21.9,26.026,29.423000000000002 -2020-08-02 06:15:00,55.73,29.107,26.026,29.423000000000002 -2020-08-02 06:30:00,57.85,25.941,26.026,29.423000000000002 -2020-08-02 06:45:00,59.03,24.854,26.026,29.423000000000002 -2020-08-02 07:00:00,59.2,24.644000000000002,27.396,29.423000000000002 -2020-08-02 07:15:00,60.74,23.725,27.396,29.423000000000002 -2020-08-02 07:30:00,63.57,22.7,27.396,29.423000000000002 -2020-08-02 07:45:00,64.87,23.888,27.396,29.423000000000002 -2020-08-02 08:00:00,63.57,21.895,30.791999999999998,29.423000000000002 -2020-08-02 08:15:00,66.35,26.094,30.791999999999998,29.423000000000002 -2020-08-02 08:30:00,66.99,27.593000000000004,30.791999999999998,29.423000000000002 -2020-08-02 08:45:00,68.25,30.224,30.791999999999998,29.423000000000002 -2020-08-02 09:00:00,68.6,26.549,32.482,29.423000000000002 -2020-08-02 09:15:00,67.03,27.708000000000002,32.482,29.423000000000002 -2020-08-02 09:30:00,66.69,31.144000000000002,32.482,29.423000000000002 -2020-08-02 09:45:00,67.87,34.96,32.482,29.423000000000002 -2020-08-02 10:00:00,69.2,33.574,31.951,29.423000000000002 -2020-08-02 10:15:00,67.97,34.938,31.951,29.423000000000002 -2020-08-02 10:30:00,69.5,35.152,31.951,29.423000000000002 -2020-08-02 10:45:00,73.44,36.748000000000005,31.951,29.423000000000002 -2020-08-02 11:00:00,71.52,34.372,33.619,29.423000000000002 -2020-08-02 11:15:00,64.82,34.964,33.619,29.423000000000002 -2020-08-02 11:30:00,60.86,36.402,33.619,29.423000000000002 -2020-08-02 11:45:00,66.18,37.275,33.619,29.423000000000002 -2020-08-02 12:00:00,63.81,34.646,30.975,29.423000000000002 -2020-08-02 12:15:00,60.26,33.494,30.975,29.423000000000002 -2020-08-02 12:30:00,56.84,32.681,30.975,29.423000000000002 -2020-08-02 12:45:00,55.4,32.926,30.975,29.423000000000002 -2020-08-02 13:00:00,53.87,32.108000000000004,27.956999999999997,29.423000000000002 -2020-08-02 13:15:00,58.19,32.109,27.956999999999997,29.423000000000002 -2020-08-02 13:30:00,55.86,30.419,27.956999999999997,29.423000000000002 -2020-08-02 13:45:00,57.45,30.579,27.956999999999997,29.423000000000002 -2020-08-02 14:00:00,56.54,32.385999999999996,25.555999999999997,29.423000000000002 -2020-08-02 14:15:00,55.69,31.107,25.555999999999997,29.423000000000002 -2020-08-02 14:30:00,56.82,30.05,25.555999999999997,29.423000000000002 -2020-08-02 14:45:00,56.34,29.430999999999997,25.555999999999997,29.423000000000002 -2020-08-02 15:00:00,56.78,31.79,26.271,29.423000000000002 -2020-08-02 15:15:00,54.95,29.179000000000002,26.271,29.423000000000002 -2020-08-02 15:30:00,54.84,27.285,26.271,29.423000000000002 -2020-08-02 15:45:00,56.41,25.801,26.271,29.423000000000002 -2020-08-02 16:00:00,59.72,27.843000000000004,30.369,29.423000000000002 -2020-08-02 16:15:00,59.6,27.56,30.369,29.423000000000002 -2020-08-02 16:30:00,61.23,27.973000000000003,30.369,29.423000000000002 -2020-08-02 16:45:00,63.53,24.678,30.369,29.423000000000002 -2020-08-02 17:00:00,67.12,28.910999999999998,38.787,29.423000000000002 -2020-08-02 17:15:00,68.98,28.498,38.787,29.423000000000002 -2020-08-02 17:30:00,70.71,28.406,38.787,29.423000000000002 -2020-08-02 17:45:00,74.99,28.346999999999998,38.787,29.423000000000002 -2020-08-02 18:00:00,74.67,33.192,41.886,29.423000000000002 -2020-08-02 18:15:00,73.6,33.085,41.886,29.423000000000002 -2020-08-02 18:30:00,76.34,32.428000000000004,41.886,29.423000000000002 -2020-08-02 18:45:00,74.12,32.243,41.886,29.423000000000002 -2020-08-02 19:00:00,75.09,34.739000000000004,42.91,29.423000000000002 -2020-08-02 19:15:00,72.97,32.211999999999996,42.91,29.423000000000002 -2020-08-02 19:30:00,73.09,31.666,42.91,29.423000000000002 -2020-08-02 19:45:00,73.57,30.991,42.91,29.423000000000002 -2020-08-02 20:00:00,78.39,29.259,42.148999999999994,29.423000000000002 -2020-08-02 20:15:00,77.61,28.465,42.148999999999994,29.423000000000002 -2020-08-02 20:30:00,77.86,28.169,42.148999999999994,29.423000000000002 -2020-08-02 20:45:00,80.93,27.945999999999998,42.148999999999994,29.423000000000002 -2020-08-02 21:00:00,76.12,26.549,40.955999999999996,29.423000000000002 -2020-08-02 21:15:00,75.92,28.636999999999997,40.955999999999996,29.423000000000002 -2020-08-02 21:30:00,72.29,28.338,40.955999999999996,29.423000000000002 -2020-08-02 21:45:00,71.28,28.91,40.955999999999996,29.423000000000002 -2020-08-02 22:00:00,67.02,28.098000000000003,39.873000000000005,29.423000000000002 -2020-08-02 22:15:00,68.04,28.831,39.873000000000005,29.423000000000002 -2020-08-02 22:30:00,65.78,27.840999999999998,39.873000000000005,29.423000000000002 -2020-08-02 22:45:00,65.72,24.656999999999996,39.873000000000005,29.423000000000002 -2020-08-02 23:00:00,60.72,22.861,35.510999999999996,29.423000000000002 -2020-08-02 23:15:00,63.05,21.92,35.510999999999996,29.423000000000002 -2020-08-02 23:30:00,62.6,21.354,35.510999999999996,29.423000000000002 -2020-08-02 23:45:00,62.86,20.894000000000002,35.510999999999996,29.423000000000002 -2020-08-03 00:00:00,64.33,19.451,33.475,29.535 -2020-08-03 00:15:00,67.22,19.498,33.475,29.535 -2020-08-03 00:30:00,66.41,17.651,33.475,29.535 -2020-08-03 00:45:00,63.17,16.98,33.475,29.535 -2020-08-03 01:00:00,63.68,17.434,33.111,29.535 -2020-08-03 01:15:00,60.61,16.54,33.111,29.535 -2020-08-03 01:30:00,60.33,15.436,33.111,29.535 -2020-08-03 01:45:00,61.13,15.931,33.111,29.535 -2020-08-03 02:00:00,59.92,16.308,32.358000000000004,29.535 -2020-08-03 02:15:00,61.4,14.12,32.358000000000004,29.535 -2020-08-03 02:30:00,61.07,16.077,32.358000000000004,29.535 -2020-08-03 02:45:00,61.46,16.435,32.358000000000004,29.535 -2020-08-03 03:00:00,60.32,17.656,30.779,29.535 -2020-08-03 03:15:00,63.48,16.432000000000002,30.779,29.535 -2020-08-03 03:30:00,63.96,16.000999999999998,30.779,29.535 -2020-08-03 03:45:00,66.5,16.54,30.779,29.535 -2020-08-03 04:00:00,74.97,21.386999999999997,31.416,29.535 -2020-08-03 04:15:00,76.04,26.27,31.416,29.535 -2020-08-03 04:30:00,74.98,23.919,31.416,29.535 -2020-08-03 04:45:00,83.07,23.5,31.416,29.535 -2020-08-03 05:00:00,90.67,32.928000000000004,37.221,29.535 -2020-08-03 05:15:00,89.8,37.603,37.221,29.535 -2020-08-03 05:30:00,91.37,33.244,37.221,29.535 -2020-08-03 05:45:00,93.43,31.784000000000002,37.221,29.535 -2020-08-03 06:00:00,105.8,30.877,51.891000000000005,29.535 -2020-08-03 06:15:00,107.93,30.43,51.891000000000005,29.535 -2020-08-03 06:30:00,104.29,30.522,51.891000000000005,29.535 -2020-08-03 06:45:00,105.53,33.891,51.891000000000005,29.535 -2020-08-03 07:00:00,111.0,33.523,62.282,29.535 -2020-08-03 07:15:00,108.3,34.719,62.282,29.535 -2020-08-03 07:30:00,108.02,32.942,62.282,29.535 -2020-08-03 07:45:00,103.2,34.629,62.282,29.535 -2020-08-03 08:00:00,104.16,30.793000000000003,54.102,29.535 -2020-08-03 08:15:00,105.8,33.993,54.102,29.535 -2020-08-03 08:30:00,107.65,34.896,54.102,29.535 -2020-08-03 08:45:00,105.3,38.001999999999995,54.102,29.535 -2020-08-03 09:00:00,103.61,33.321999999999996,50.917,29.535 -2020-08-03 09:15:00,107.08,33.051,50.917,29.535 -2020-08-03 09:30:00,106.27,35.66,50.917,29.535 -2020-08-03 09:45:00,106.17,37.192,50.917,29.535 -2020-08-03 10:00:00,102.23,36.264,49.718999999999994,29.535 -2020-08-03 10:15:00,106.93,37.5,49.718999999999994,29.535 -2020-08-03 10:30:00,107.96,37.342,49.718999999999994,29.535 -2020-08-03 10:45:00,107.77,37.3,49.718999999999994,29.535 -2020-08-03 11:00:00,100.64,35.437,49.833999999999996,29.535 -2020-08-03 11:15:00,97.07,36.126,49.833999999999996,29.535 -2020-08-03 11:30:00,95.48,38.11,49.833999999999996,29.535 -2020-08-03 11:45:00,95.33,39.504,49.833999999999996,29.535 -2020-08-03 12:00:00,98.79,35.001,47.832,29.535 -2020-08-03 12:15:00,96.36,33.953,47.832,29.535 -2020-08-03 12:30:00,97.53,32.065,47.832,29.535 -2020-08-03 12:45:00,95.9,32.147,47.832,29.535 -2020-08-03 13:00:00,100.77,32.144,48.03,29.535 -2020-08-03 13:15:00,99.22,31.401,48.03,29.535 -2020-08-03 13:30:00,102.37,29.932,48.03,29.535 -2020-08-03 13:45:00,97.29,30.98,48.03,29.535 -2020-08-03 14:00:00,94.86,31.984,48.157,29.535 -2020-08-03 14:15:00,93.05,31.354,48.157,29.535 -2020-08-03 14:30:00,92.91,30.191999999999997,48.157,29.535 -2020-08-03 14:45:00,92.65,31.615,48.157,29.535 -2020-08-03 15:00:00,92.04,33.464,48.897,29.535 -2020-08-03 15:15:00,91.52,30.410999999999998,48.897,29.535 -2020-08-03 15:30:00,90.89,29.355999999999998,48.897,29.535 -2020-08-03 15:45:00,92.82,27.436999999999998,48.897,29.535 -2020-08-03 16:00:00,94.14,30.561,51.446000000000005,29.535 -2020-08-03 16:15:00,94.64,30.415,51.446000000000005,29.535 -2020-08-03 16:30:00,96.56,30.275,51.446000000000005,29.535 -2020-08-03 16:45:00,98.01,27.131999999999998,51.446000000000005,29.535 -2020-08-03 17:00:00,98.65,30.291,57.507,29.535 -2020-08-03 17:15:00,100.17,30.348000000000003,57.507,29.535 -2020-08-03 17:30:00,101.49,29.936999999999998,57.507,29.535 -2020-08-03 17:45:00,102.04,29.642,57.507,29.535 -2020-08-03 18:00:00,103.4,33.454,57.896,29.535 -2020-08-03 18:15:00,101.83,31.758000000000003,57.896,29.535 -2020-08-03 18:30:00,102.94,30.328000000000003,57.896,29.535 -2020-08-03 18:45:00,102.54,33.139,57.896,29.535 -2020-08-03 19:00:00,99.56,35.525,57.891999999999996,29.535 -2020-08-03 19:15:00,96.15,34.346,57.891999999999996,29.535 -2020-08-03 19:30:00,94.72,33.41,57.891999999999996,29.535 -2020-08-03 19:45:00,96.09,32.209,57.891999999999996,29.535 -2020-08-03 20:00:00,96.55,29.432,64.57300000000001,29.535 -2020-08-03 20:15:00,103.85,30.159000000000002,64.57300000000001,29.535 -2020-08-03 20:30:00,102.7,30.487,64.57300000000001,29.535 -2020-08-03 20:45:00,96.84,30.337,64.57300000000001,29.535 -2020-08-03 21:00:00,90.83,28.291999999999998,59.431999999999995,29.535 -2020-08-03 21:15:00,90.21,30.875999999999998,59.431999999999995,29.535 -2020-08-03 21:30:00,85.03,31.019000000000002,59.431999999999995,29.535 -2020-08-03 21:45:00,84.99,31.394000000000002,59.431999999999995,29.535 -2020-08-03 22:00:00,79.53,28.799,51.519,29.535 -2020-08-03 22:15:00,80.49,31.503,51.519,29.535 -2020-08-03 22:30:00,79.92,26.988000000000003,51.519,29.535 -2020-08-03 22:45:00,78.23,24.1,51.519,29.535 -2020-08-03 23:00:00,73.74,22.268,44.501000000000005,29.535 -2020-08-03 23:15:00,72.71,19.594,44.501000000000005,29.535 -2020-08-03 23:30:00,74.86,18.83,44.501000000000005,29.535 -2020-08-03 23:45:00,80.0,17.692,44.501000000000005,29.535 -2020-08-04 00:00:00,77.12,17.405,44.522,29.535 -2020-08-04 00:15:00,74.58,18.18,44.522,29.535 -2020-08-04 00:30:00,69.85,17.092,44.522,29.535 -2020-08-04 00:45:00,70.87,17.262999999999998,44.522,29.535 -2020-08-04 01:00:00,70.62,17.199,41.441,29.535 -2020-08-04 01:15:00,70.7,16.449,41.441,29.535 -2020-08-04 01:30:00,73.19,15.217,41.441,29.535 -2020-08-04 01:45:00,78.29,15.190999999999999,41.441,29.535 -2020-08-04 02:00:00,77.5,15.107999999999999,40.203,29.535 -2020-08-04 02:15:00,71.54,14.061,40.203,29.535 -2020-08-04 02:30:00,71.46,15.665999999999999,40.203,29.535 -2020-08-04 02:45:00,76.65,16.338,40.203,29.535 -2020-08-04 03:00:00,78.03,17.101,39.536,29.535 -2020-08-04 03:15:00,78.15,16.855,39.536,29.535 -2020-08-04 03:30:00,71.82,16.365,39.536,29.535 -2020-08-04 03:45:00,79.75,15.821,39.536,29.535 -2020-08-04 04:00:00,84.05,19.462,40.759,29.535 -2020-08-04 04:15:00,86.03,24.38,40.759,29.535 -2020-08-04 04:30:00,85.13,21.936,40.759,29.535 -2020-08-04 04:45:00,89.94,21.901999999999997,40.759,29.535 -2020-08-04 05:00:00,95.49,32.521,43.623999999999995,29.535 -2020-08-04 05:15:00,96.01,37.814,43.623999999999995,29.535 -2020-08-04 05:30:00,98.12,33.751,43.623999999999995,29.535 -2020-08-04 05:45:00,99.46,31.581,43.623999999999995,29.535 -2020-08-04 06:00:00,100.86,31.744,52.684,29.535 -2020-08-04 06:15:00,104.1,31.389,52.684,29.535 -2020-08-04 06:30:00,107.85,31.221999999999998,52.684,29.535 -2020-08-04 06:45:00,112.25,33.775999999999996,52.684,29.535 -2020-08-04 07:00:00,112.11,33.569,62.676,29.535 -2020-08-04 07:15:00,113.72,34.546,62.676,29.535 -2020-08-04 07:30:00,109.77,32.847,62.676,29.535 -2020-08-04 07:45:00,107.83,33.577,62.676,29.535 -2020-08-04 08:00:00,112.52,29.664,56.161,29.535 -2020-08-04 08:15:00,112.46,32.497,56.161,29.535 -2020-08-04 08:30:00,112.9,33.57,56.161,29.535 -2020-08-04 08:45:00,111.06,35.781,56.161,29.535 -2020-08-04 09:00:00,115.35,31.52,52.132,29.535 -2020-08-04 09:15:00,114.68,30.95,52.132,29.535 -2020-08-04 09:30:00,112.07,34.161,52.132,29.535 -2020-08-04 09:45:00,109.95,37.027,52.132,29.535 -2020-08-04 10:00:00,113.26,34.8,51.032,29.535 -2020-08-04 10:15:00,111.01,35.992,51.032,29.535 -2020-08-04 10:30:00,108.81,35.836,51.032,29.535 -2020-08-04 10:45:00,112.99,36.762,51.032,29.535 -2020-08-04 11:00:00,106.02,34.756,51.085,29.535 -2020-08-04 11:15:00,107.07,35.876999999999995,51.085,29.535 -2020-08-04 11:30:00,108.91,36.829,51.085,29.535 -2020-08-04 11:45:00,110.11,37.693000000000005,51.085,29.535 -2020-08-04 12:00:00,105.38,33.145,49.049,29.535 -2020-08-04 12:15:00,101.69,32.468,49.049,29.535 -2020-08-04 12:30:00,100.66,31.366999999999997,49.049,29.535 -2020-08-04 12:45:00,99.77,32.162,49.049,29.535 -2020-08-04 13:00:00,98.37,31.823,49.722,29.535 -2020-08-04 13:15:00,98.25,32.902,49.722,29.535 -2020-08-04 13:30:00,97.22,31.279,49.722,29.535 -2020-08-04 13:45:00,97.65,31.354,49.722,29.535 -2020-08-04 14:00:00,98.37,32.76,49.565,29.535 -2020-08-04 14:15:00,100.11,31.919,49.565,29.535 -2020-08-04 14:30:00,100.18,31.025,49.565,29.535 -2020-08-04 14:45:00,99.55,31.674,49.565,29.535 -2020-08-04 15:00:00,100.99,33.382,51.108999999999995,29.535 -2020-08-04 15:15:00,98.14,31.217,51.108999999999995,29.535 -2020-08-04 15:30:00,97.4,29.936999999999998,51.108999999999995,29.535 -2020-08-04 15:45:00,98.43,28.403000000000002,51.108999999999995,29.535 -2020-08-04 16:00:00,102.05,30.775,52.725,29.535 -2020-08-04 16:15:00,104.62,30.676,52.725,29.535 -2020-08-04 16:30:00,102.53,30.116999999999997,52.725,29.535 -2020-08-04 16:45:00,103.42,27.68,52.725,29.535 -2020-08-04 17:00:00,104.82,30.979,58.031000000000006,29.535 -2020-08-04 17:15:00,106.88,31.469,58.031000000000006,29.535 -2020-08-04 17:30:00,106.52,30.576,58.031000000000006,29.535 -2020-08-04 17:45:00,106.89,29.989,58.031000000000006,29.535 -2020-08-04 18:00:00,107.37,32.888000000000005,58.338,29.535 -2020-08-04 18:15:00,105.89,32.689,58.338,29.535 -2020-08-04 18:30:00,105.26,31.037,58.338,29.535 -2020-08-04 18:45:00,104.69,33.591,58.338,29.535 -2020-08-04 19:00:00,102.74,34.849000000000004,58.464,29.535 -2020-08-04 19:15:00,99.6,33.861,58.464,29.535 -2020-08-04 19:30:00,98.69,32.769,58.464,29.535 -2020-08-04 19:45:00,99.54,31.89,58.464,29.535 -2020-08-04 20:00:00,98.28,29.48,63.708,29.535 -2020-08-04 20:15:00,104.76,28.862,63.708,29.535 -2020-08-04 20:30:00,104.72,29.14,63.708,29.535 -2020-08-04 20:45:00,102.08,29.421999999999997,63.708,29.535 -2020-08-04 21:00:00,93.21,28.273000000000003,57.06399999999999,29.535 -2020-08-04 21:15:00,91.37,29.372,57.06399999999999,29.535 -2020-08-04 21:30:00,88.94,29.728,57.06399999999999,29.535 -2020-08-04 21:45:00,87.22,30.253,57.06399999999999,29.535 -2020-08-04 22:00:00,81.39,27.693,52.831,29.535 -2020-08-04 22:15:00,90.48,30.084,52.831,29.535 -2020-08-04 22:30:00,86.19,25.816999999999997,52.831,29.535 -2020-08-04 22:45:00,84.07,22.903000000000002,52.831,29.535 -2020-08-04 23:00:00,76.58,20.366,44.717,29.535 -2020-08-04 23:15:00,82.38,19.252,44.717,29.535 -2020-08-04 23:30:00,81.93,18.522000000000002,44.717,29.535 -2020-08-04 23:45:00,82.08,17.589000000000002,44.717,29.535 -2020-08-05 00:00:00,74.43,17.499000000000002,41.263000000000005,29.535 -2020-08-05 00:15:00,72.81,18.273,41.263000000000005,29.535 -2020-08-05 00:30:00,73.78,17.189,41.263000000000005,29.535 -2020-08-05 00:45:00,79.92,17.368,41.263000000000005,29.535 -2020-08-05 01:00:00,79.4,17.293,38.448,29.535 -2020-08-05 01:15:00,79.23,16.547,38.448,29.535 -2020-08-05 01:30:00,73.16,15.324000000000002,38.448,29.535 -2020-08-05 01:45:00,74.56,15.296,38.448,29.535 -2020-08-05 02:00:00,71.2,15.217,36.471,29.535 -2020-08-05 02:15:00,72.53,14.187999999999999,36.471,29.535 -2020-08-05 02:30:00,76.7,15.772,36.471,29.535 -2020-08-05 02:45:00,78.9,16.442999999999998,36.471,29.535 -2020-08-05 03:00:00,76.32,17.195,36.042,29.535 -2020-08-05 03:15:00,71.19,16.965,36.042,29.535 -2020-08-05 03:30:00,73.06,16.482,36.042,29.535 -2020-08-05 03:45:00,74.45,15.94,36.042,29.535 -2020-08-05 04:00:00,76.22,19.583,36.705,29.535 -2020-08-05 04:15:00,79.11,24.499000000000002,36.705,29.535 -2020-08-05 04:30:00,80.91,22.057,36.705,29.535 -2020-08-05 04:45:00,83.59,22.023000000000003,36.705,29.535 -2020-08-05 05:00:00,89.3,32.665,39.716,29.535 -2020-08-05 05:15:00,93.87,37.975,39.716,29.535 -2020-08-05 05:30:00,98.13,33.93,39.716,29.535 -2020-08-05 05:45:00,102.24,31.743000000000002,39.716,29.535 -2020-08-05 06:00:00,110.74,31.885,52.756,29.535 -2020-08-05 06:15:00,113.42,31.543000000000003,52.756,29.535 -2020-08-05 06:30:00,114.26,31.381999999999998,52.756,29.535 -2020-08-05 06:45:00,111.89,33.946999999999996,52.756,29.535 -2020-08-05 07:00:00,112.05,33.738,65.977,29.535 -2020-08-05 07:15:00,111.49,34.732,65.977,29.535 -2020-08-05 07:30:00,110.79,33.048,65.977,29.535 -2020-08-05 07:45:00,115.87,33.79,65.977,29.535 -2020-08-05 08:00:00,116.83,29.88,57.927,29.535 -2020-08-05 08:15:00,115.09,32.696999999999996,57.927,29.535 -2020-08-05 08:30:00,115.44,33.76,57.927,29.535 -2020-08-05 08:45:00,116.68,35.958,57.927,29.535 -2020-08-05 09:00:00,119.16,31.701,54.86,29.535 -2020-08-05 09:15:00,115.56,31.124000000000002,54.86,29.535 -2020-08-05 09:30:00,112.66,34.321999999999996,54.86,29.535 -2020-08-05 09:45:00,127.72,37.173,54.86,29.535 -2020-08-05 10:00:00,125.46,34.949,52.818000000000005,29.535 -2020-08-05 10:15:00,122.4,36.124,52.818000000000005,29.535 -2020-08-05 10:30:00,115.0,35.961999999999996,52.818000000000005,29.535 -2020-08-05 10:45:00,114.33,36.883,52.818000000000005,29.535 -2020-08-05 11:00:00,111.89,34.884,52.937,29.535 -2020-08-05 11:15:00,111.04,36.0,52.937,29.535 -2020-08-05 11:30:00,107.75,36.945,52.937,29.535 -2020-08-05 11:45:00,105.24,37.798,52.937,29.535 -2020-08-05 12:00:00,104.45,33.249,50.826,29.535 -2020-08-05 12:15:00,103.52,32.566,50.826,29.535 -2020-08-05 12:30:00,103.67,31.47,50.826,29.535 -2020-08-05 12:45:00,102.21,32.255,50.826,29.535 -2020-08-05 13:00:00,100.82,31.898000000000003,50.556000000000004,29.535 -2020-08-05 13:15:00,100.96,32.968,50.556000000000004,29.535 -2020-08-05 13:30:00,105.71,31.343000000000004,50.556000000000004,29.535 -2020-08-05 13:45:00,102.53,31.427,50.556000000000004,29.535 -2020-08-05 14:00:00,104.32,32.821,51.188,29.535 -2020-08-05 14:15:00,112.39,31.984,51.188,29.535 -2020-08-05 14:30:00,116.08,31.096999999999998,51.188,29.535 -2020-08-05 14:45:00,116.4,31.75,51.188,29.535 -2020-08-05 15:00:00,114.44,33.433,52.976000000000006,29.535 -2020-08-05 15:15:00,114.65,31.269000000000002,52.976000000000006,29.535 -2020-08-05 15:30:00,115.6,29.997,52.976000000000006,29.535 -2020-08-05 15:45:00,115.27,28.464000000000002,52.976000000000006,29.535 -2020-08-05 16:00:00,113.47,30.823,55.463,29.535 -2020-08-05 16:15:00,110.57,30.73,55.463,29.535 -2020-08-05 16:30:00,109.52,30.18,55.463,29.535 -2020-08-05 16:45:00,111.03,27.772,55.463,29.535 -2020-08-05 17:00:00,109.65,31.051,59.435,29.535 -2020-08-05 17:15:00,106.85,31.566,59.435,29.535 -2020-08-05 17:30:00,106.49,30.684,59.435,29.535 -2020-08-05 17:45:00,109.02,30.124000000000002,59.435,29.535 -2020-08-05 18:00:00,109.21,33.019,61.387,29.535 -2020-08-05 18:15:00,107.26,32.824,61.387,29.535 -2020-08-05 18:30:00,107.93,31.18,61.387,29.535 -2020-08-05 18:45:00,105.44,33.734,61.387,29.535 -2020-08-05 19:00:00,102.48,34.996,63.323,29.535 -2020-08-05 19:15:00,99.33,34.006,63.323,29.535 -2020-08-05 19:30:00,98.06,32.913000000000004,63.323,29.535 -2020-08-05 19:45:00,97.58,32.037,63.323,29.535 -2020-08-05 20:00:00,98.82,29.625999999999998,69.083,29.535 -2020-08-05 20:15:00,99.21,29.009,69.083,29.535 -2020-08-05 20:30:00,100.79,29.276,69.083,29.535 -2020-08-05 20:45:00,97.25,29.539,69.083,29.535 -2020-08-05 21:00:00,94.59,28.393,59.957,29.535 -2020-08-05 21:15:00,93.52,29.486,59.957,29.535 -2020-08-05 21:30:00,89.59,29.833000000000002,59.957,29.535 -2020-08-05 21:45:00,86.86,30.335,59.957,29.535 -2020-08-05 22:00:00,81.98,27.763,53.821000000000005,29.535 -2020-08-05 22:15:00,82.56,30.144000000000002,53.821000000000005,29.535 -2020-08-05 22:30:00,80.52,25.849,53.821000000000005,29.535 -2020-08-05 22:45:00,83.39,22.934,53.821000000000005,29.535 -2020-08-05 23:00:00,76.4,20.426,45.458,29.535 -2020-08-05 23:15:00,76.83,19.312,45.458,29.535 -2020-08-05 23:30:00,76.33,18.596,45.458,29.535 -2020-08-05 23:45:00,75.85,17.664,45.458,29.535 -2020-08-06 00:00:00,71.94,17.595,40.36,29.535 -2020-08-06 00:15:00,72.79,18.368,40.36,29.535 -2020-08-06 00:30:00,71.6,17.289,40.36,29.535 -2020-08-06 00:45:00,72.0,17.474,40.36,29.535 -2020-08-06 01:00:00,70.14,17.387999999999998,38.552,29.535 -2020-08-06 01:15:00,71.15,16.648,38.552,29.535 -2020-08-06 01:30:00,70.1,15.435,38.552,29.535 -2020-08-06 01:45:00,69.93,15.404000000000002,38.552,29.535 -2020-08-06 02:00:00,76.01,15.328,36.895,29.535 -2020-08-06 02:15:00,77.91,14.318,36.895,29.535 -2020-08-06 02:30:00,75.22,15.882,36.895,29.535 -2020-08-06 02:45:00,72.63,16.552,36.895,29.535 -2020-08-06 03:00:00,72.82,17.294,36.565,29.535 -2020-08-06 03:15:00,72.3,17.077,36.565,29.535 -2020-08-06 03:30:00,74.58,16.601,36.565,29.535 -2020-08-06 03:45:00,75.09,16.062,36.565,29.535 -2020-08-06 04:00:00,79.6,19.707,37.263000000000005,29.535 -2020-08-06 04:15:00,86.77,24.622,37.263000000000005,29.535 -2020-08-06 04:30:00,88.17,22.183000000000003,37.263000000000005,29.535 -2020-08-06 04:45:00,90.68,22.151,37.263000000000005,29.535 -2020-08-06 05:00:00,90.92,32.816,40.412,29.535 -2020-08-06 05:15:00,94.47,38.146,40.412,29.535 -2020-08-06 05:30:00,102.91,34.119,40.412,29.535 -2020-08-06 05:45:00,107.32,31.916,40.412,29.535 -2020-08-06 06:00:00,110.3,32.035,49.825,29.535 -2020-08-06 06:15:00,109.16,31.708000000000002,49.825,29.535 -2020-08-06 06:30:00,113.88,31.549,49.825,29.535 -2020-08-06 06:45:00,115.25,34.126,49.825,29.535 -2020-08-06 07:00:00,118.34,33.914,61.082,29.535 -2020-08-06 07:15:00,113.87,34.925,61.082,29.535 -2020-08-06 07:30:00,116.05,33.259,61.082,29.535 -2020-08-06 07:45:00,116.6,34.01,61.082,29.535 -2020-08-06 08:00:00,115.41,30.105,53.961999999999996,29.535 -2020-08-06 08:15:00,108.89,32.903,53.961999999999996,29.535 -2020-08-06 08:30:00,114.46,33.955,53.961999999999996,29.535 -2020-08-06 08:45:00,116.44,36.141999999999996,53.961999999999996,29.535 -2020-08-06 09:00:00,117.7,31.888,50.06100000000001,29.535 -2020-08-06 09:15:00,113.69,31.304000000000002,50.06100000000001,29.535 -2020-08-06 09:30:00,109.27,34.489000000000004,50.06100000000001,29.535 -2020-08-06 09:45:00,108.39,37.323,50.06100000000001,29.535 -2020-08-06 10:00:00,109.59,35.102,47.68,29.535 -2020-08-06 10:15:00,109.22,36.260999999999996,47.68,29.535 -2020-08-06 10:30:00,115.31,36.093,47.68,29.535 -2020-08-06 10:45:00,123.63,37.009,47.68,29.535 -2020-08-06 11:00:00,120.81,35.016999999999996,45.93899999999999,29.535 -2020-08-06 11:15:00,120.53,36.128,45.93899999999999,29.535 -2020-08-06 11:30:00,115.4,37.066,45.93899999999999,29.535 -2020-08-06 11:45:00,114.1,37.907,45.93899999999999,29.535 -2020-08-06 12:00:00,108.48,33.357,43.648999999999994,29.535 -2020-08-06 12:15:00,115.79,32.666,43.648999999999994,29.535 -2020-08-06 12:30:00,114.88,31.578000000000003,43.648999999999994,29.535 -2020-08-06 12:45:00,109.1,32.354,43.648999999999994,29.535 -2020-08-06 13:00:00,105.16,31.976999999999997,42.801,29.535 -2020-08-06 13:15:00,109.12,33.035,42.801,29.535 -2020-08-06 13:30:00,109.71,31.41,42.801,29.535 -2020-08-06 13:45:00,108.45,31.504,42.801,29.535 -2020-08-06 14:00:00,105.05,32.884,43.24,29.535 -2020-08-06 14:15:00,106.1,32.052,43.24,29.535 -2020-08-06 14:30:00,113.49,31.171,43.24,29.535 -2020-08-06 14:45:00,112.04,31.83,43.24,29.535 -2020-08-06 15:00:00,106.97,33.484,45.04600000000001,29.535 -2020-08-06 15:15:00,105.8,31.323,45.04600000000001,29.535 -2020-08-06 15:30:00,104.44,30.059,45.04600000000001,29.535 -2020-08-06 15:45:00,107.22,28.526999999999997,45.04600000000001,29.535 -2020-08-06 16:00:00,109.97,30.872,46.568000000000005,29.535 -2020-08-06 16:15:00,108.43,30.785999999999998,46.568000000000005,29.535 -2020-08-06 16:30:00,109.72,30.246,46.568000000000005,29.535 -2020-08-06 16:45:00,114.1,27.866999999999997,46.568000000000005,29.535 -2020-08-06 17:00:00,114.18,31.127,50.618,29.535 -2020-08-06 17:15:00,107.45,31.666,50.618,29.535 -2020-08-06 17:30:00,110.68,30.795,50.618,29.535 -2020-08-06 17:45:00,113.82,30.261,50.618,29.535 -2020-08-06 18:00:00,115.22,33.153,52.806999999999995,29.535 -2020-08-06 18:15:00,116.03,32.963,52.806999999999995,29.535 -2020-08-06 18:30:00,115.79,31.326999999999998,52.806999999999995,29.535 -2020-08-06 18:45:00,111.98,33.882,52.806999999999995,29.535 -2020-08-06 19:00:00,104.96,35.147,53.464,29.535 -2020-08-06 19:15:00,99.09,34.155,53.464,29.535 -2020-08-06 19:30:00,97.96,33.061,53.464,29.535 -2020-08-06 19:45:00,99.34,32.188,53.464,29.535 -2020-08-06 20:00:00,102.66,29.776999999999997,56.753,29.535 -2020-08-06 20:15:00,99.01,29.160999999999998,56.753,29.535 -2020-08-06 20:30:00,98.36,29.416999999999998,56.753,29.535 -2020-08-06 20:45:00,96.53,29.66,56.753,29.535 -2020-08-06 21:00:00,92.34,28.517,52.506,29.535 -2020-08-06 21:15:00,91.64,29.603,52.506,29.535 -2020-08-06 21:30:00,87.55,29.941999999999997,52.506,29.535 -2020-08-06 21:45:00,86.87,30.42,52.506,29.535 -2020-08-06 22:00:00,82.17,27.836,48.163000000000004,29.535 -2020-08-06 22:15:00,83.32,30.206999999999997,48.163000000000004,29.535 -2020-08-06 22:30:00,79.81,25.884,48.163000000000004,29.535 -2020-08-06 22:45:00,79.96,22.967,48.163000000000004,29.535 -2020-08-06 23:00:00,73.69,20.49,42.379,29.535 -2020-08-06 23:15:00,75.01,19.374000000000002,42.379,29.535 -2020-08-06 23:30:00,75.72,18.672,42.379,29.535 -2020-08-06 23:45:00,76.69,17.742,42.379,29.535 -2020-08-07 00:00:00,71.41,16.029,38.505,29.535 -2020-08-07 00:15:00,70.97,16.997,38.505,29.535 -2020-08-07 00:30:00,66.19,16.194000000000003,38.505,29.535 -2020-08-07 00:45:00,68.12,16.788,38.505,29.535 -2020-08-07 01:00:00,69.02,16.339000000000002,37.004,29.535 -2020-08-07 01:15:00,70.25,14.969000000000001,37.004,29.535 -2020-08-07 01:30:00,70.41,14.469000000000001,37.004,29.535 -2020-08-07 01:45:00,70.59,14.186,37.004,29.535 -2020-08-07 02:00:00,76.79,15.011,36.098,29.535 -2020-08-07 02:15:00,79.54,13.975999999999999,36.098,29.535 -2020-08-07 02:30:00,74.87,16.284000000000002,36.098,29.535 -2020-08-07 02:45:00,70.69,16.291,36.098,29.535 -2020-08-07 03:00:00,70.91,17.83,36.561,29.535 -2020-08-07 03:15:00,70.99,16.409000000000002,36.561,29.535 -2020-08-07 03:30:00,73.56,15.71,36.561,29.535 -2020-08-07 03:45:00,75.0,15.999,36.561,29.535 -2020-08-07 04:00:00,77.55,19.767,37.355,29.535 -2020-08-07 04:15:00,85.83,23.194000000000003,37.355,29.535 -2020-08-07 04:30:00,87.24,21.662,37.355,29.535 -2020-08-07 04:45:00,88.67,21.076,37.355,29.535 -2020-08-07 05:00:00,92.85,31.379,40.285,29.535 -2020-08-07 05:15:00,98.87,37.567,40.285,29.535 -2020-08-07 05:30:00,96.26,33.688,40.285,29.535 -2020-08-07 05:45:00,100.51,31.046999999999997,40.285,29.535 -2020-08-07 06:00:00,106.1,31.334,52.378,29.535 -2020-08-07 06:15:00,108.88,31.254,52.378,29.535 -2020-08-07 06:30:00,111.1,31.092,52.378,29.535 -2020-08-07 06:45:00,113.24,33.475,52.378,29.535 -2020-08-07 07:00:00,114.37,33.924,60.891999999999996,29.535 -2020-08-07 07:15:00,113.51,35.764,60.891999999999996,29.535 -2020-08-07 07:30:00,113.78,32.241,60.891999999999996,29.535 -2020-08-07 07:45:00,114.69,32.854,60.891999999999996,29.535 -2020-08-07 08:00:00,115.11,29.781,53.652,29.535 -2020-08-07 08:15:00,119.6,33.239000000000004,53.652,29.535 -2020-08-07 08:30:00,121.84,34.12,53.652,29.535 -2020-08-07 08:45:00,120.12,36.262,53.652,29.535 -2020-08-07 09:00:00,124.38,29.730999999999998,51.456,29.535 -2020-08-07 09:15:00,127.6,30.976999999999997,51.456,29.535 -2020-08-07 09:30:00,130.39,33.506,51.456,29.535 -2020-08-07 09:45:00,126.25,36.711,51.456,29.535 -2020-08-07 10:00:00,120.83,34.423,49.4,29.535 -2020-08-07 10:15:00,127.56,35.29,49.4,29.535 -2020-08-07 10:30:00,127.41,35.665,49.4,29.535 -2020-08-07 10:45:00,126.26,36.516999999999996,49.4,29.535 -2020-08-07 11:00:00,118.94,34.779,48.773,29.535 -2020-08-07 11:15:00,114.75,34.885,48.773,29.535 -2020-08-07 11:30:00,117.42,35.325,48.773,29.535 -2020-08-07 11:45:00,115.42,35.209,48.773,29.535 -2020-08-07 12:00:00,110.13,30.995,46.033,29.535 -2020-08-07 12:15:00,110.2,29.831999999999997,46.033,29.535 -2020-08-07 12:30:00,109.71,28.854,46.033,29.535 -2020-08-07 12:45:00,110.98,28.804000000000002,46.033,29.535 -2020-08-07 13:00:00,108.18,28.916999999999998,44.38399999999999,29.535 -2020-08-07 13:15:00,108.46,30.076999999999998,44.38399999999999,29.535 -2020-08-07 13:30:00,109.25,29.230999999999998,44.38399999999999,29.535 -2020-08-07 13:45:00,111.29,29.642,44.38399999999999,29.535 -2020-08-07 14:00:00,99.65,30.31,43.162,29.535 -2020-08-07 14:15:00,103.35,29.925,43.162,29.535 -2020-08-07 14:30:00,100.75,30.491,43.162,29.535 -2020-08-07 14:45:00,103.99,30.454,43.162,29.535 -2020-08-07 15:00:00,92.04,32.04,44.91,29.535 -2020-08-07 15:15:00,93.49,29.68,44.91,29.535 -2020-08-07 15:30:00,91.17,27.985,44.91,29.535 -2020-08-07 15:45:00,93.1,27.19,44.91,29.535 -2020-08-07 16:00:00,99.66,28.771,47.489,29.535 -2020-08-07 16:15:00,101.19,29.153000000000002,47.489,29.535 -2020-08-07 16:30:00,102.13,28.436999999999998,47.489,29.535 -2020-08-07 16:45:00,100.1,25.329,47.489,29.535 -2020-08-07 17:00:00,107.59,30.236,52.047,29.535 -2020-08-07 17:15:00,107.4,30.662,52.047,29.535 -2020-08-07 17:30:00,106.27,29.985,52.047,29.535 -2020-08-07 17:45:00,100.88,29.333000000000002,52.047,29.535 -2020-08-07 18:00:00,106.56,32.196,53.306000000000004,29.535 -2020-08-07 18:15:00,103.38,31.123,53.306000000000004,29.535 -2020-08-07 18:30:00,105.2,29.368000000000002,53.306000000000004,29.535 -2020-08-07 18:45:00,105.43,32.33,53.306000000000004,29.535 -2020-08-07 19:00:00,100.82,34.372,53.516000000000005,29.535 -2020-08-07 19:15:00,99.6,33.865,53.516000000000005,29.535 -2020-08-07 19:30:00,101.51,32.855,53.516000000000005,29.535 -2020-08-07 19:45:00,97.37,31.035,53.516000000000005,29.535 -2020-08-07 20:00:00,96.5,28.47,57.88,29.535 -2020-08-07 20:15:00,97.87,28.62,57.88,29.535 -2020-08-07 20:30:00,97.05,28.397,57.88,29.535 -2020-08-07 20:45:00,91.55,27.805,57.88,29.535 -2020-08-07 21:00:00,87.14,27.892,53.32,29.535 -2020-08-07 21:15:00,88.39,30.548000000000002,53.32,29.535 -2020-08-07 21:30:00,86.76,30.733,53.32,29.535 -2020-08-07 21:45:00,86.09,31.351,53.32,29.535 -2020-08-07 22:00:00,78.09,28.561,48.074,29.535 -2020-08-07 22:15:00,76.09,30.691,48.074,29.535 -2020-08-07 22:30:00,77.97,30.533,48.074,29.535 -2020-08-07 22:45:00,79.31,28.241999999999997,48.074,29.535 -2020-08-07 23:00:00,74.19,27.438000000000002,41.306999999999995,29.535 -2020-08-07 23:15:00,68.5,24.93,41.306999999999995,29.535 -2020-08-07 23:30:00,66.0,22.58,41.306999999999995,29.535 -2020-08-07 23:45:00,65.38,21.570999999999998,41.306999999999995,29.535 -2020-08-08 00:00:00,66.74,17.496,40.227,29.423000000000002 -2020-08-08 00:15:00,69.29,18.078,40.227,29.423000000000002 -2020-08-08 00:30:00,68.8,16.746,40.227,29.423000000000002 -2020-08-08 00:45:00,63.95,16.6,40.227,29.423000000000002 -2020-08-08 01:00:00,66.72,16.363,36.303000000000004,29.423000000000002 -2020-08-08 01:15:00,67.67,15.626,36.303000000000004,29.423000000000002 -2020-08-08 01:30:00,68.13,14.392999999999999,36.303000000000004,29.423000000000002 -2020-08-08 01:45:00,65.03,15.319,36.303000000000004,29.423000000000002 -2020-08-08 02:00:00,64.36,15.154000000000002,33.849000000000004,29.423000000000002 -2020-08-08 02:15:00,66.91,13.402000000000001,33.849000000000004,29.423000000000002 -2020-08-08 02:30:00,66.76,14.997,33.849000000000004,29.423000000000002 -2020-08-08 02:45:00,63.89,15.75,33.849000000000004,29.423000000000002 -2020-08-08 03:00:00,58.71,15.923,33.149,29.423000000000002 -2020-08-08 03:15:00,64.73,13.921,33.149,29.423000000000002 -2020-08-08 03:30:00,67.22,13.64,33.149,29.423000000000002 -2020-08-08 03:45:00,67.03,15.345,33.149,29.423000000000002 -2020-08-08 04:00:00,65.26,17.557000000000002,32.501,29.423000000000002 -2020-08-08 04:15:00,60.78,20.284000000000002,32.501,29.423000000000002 -2020-08-08 04:30:00,63.06,17.284000000000002,32.501,29.423000000000002 -2020-08-08 04:45:00,63.74,16.992,32.501,29.423000000000002 -2020-08-08 05:00:00,68.08,20.31,31.648000000000003,29.423000000000002 -2020-08-08 05:15:00,70.17,17.18,31.648000000000003,29.423000000000002 -2020-08-08 05:30:00,69.63,14.745999999999999,31.648000000000003,29.423000000000002 -2020-08-08 05:45:00,69.72,16.029,31.648000000000003,29.423000000000002 -2020-08-08 06:00:00,74.01,25.884,32.552,29.423000000000002 -2020-08-08 06:15:00,76.69,32.289,32.552,29.423000000000002 -2020-08-08 06:30:00,74.92,29.739,32.552,29.423000000000002 -2020-08-08 06:45:00,75.68,29.601,32.552,29.423000000000002 -2020-08-08 07:00:00,78.07,29.214000000000002,35.181999999999995,29.423000000000002 -2020-08-08 07:15:00,77.53,29.912,35.181999999999995,29.423000000000002 -2020-08-08 07:30:00,79.7,27.668000000000003,35.181999999999995,29.423000000000002 -2020-08-08 07:45:00,85.61,28.895,35.181999999999995,29.423000000000002 -2020-08-08 08:00:00,89.39,26.308000000000003,40.35,29.423000000000002 -2020-08-08 08:15:00,89.11,29.252,40.35,29.423000000000002 -2020-08-08 08:30:00,80.69,29.98,40.35,29.423000000000002 -2020-08-08 08:45:00,79.94,32.78,40.35,29.423000000000002 -2020-08-08 09:00:00,81.67,29.186,42.292,29.423000000000002 -2020-08-08 09:15:00,85.15,30.836,42.292,29.423000000000002 -2020-08-08 09:30:00,86.84,33.758,42.292,29.423000000000002 -2020-08-08 09:45:00,85.72,36.493,42.292,29.423000000000002 -2020-08-08 10:00:00,78.03,34.819,40.084,29.423000000000002 -2020-08-08 10:15:00,80.44,36.003,40.084,29.423000000000002 -2020-08-08 10:30:00,87.73,36.022,40.084,29.423000000000002 -2020-08-08 10:45:00,76.01,36.408,40.084,29.423000000000002 -2020-08-08 11:00:00,75.02,34.505,36.966,29.423000000000002 -2020-08-08 11:15:00,71.3,35.515,36.966,29.423000000000002 -2020-08-08 11:30:00,71.44,36.321,36.966,29.423000000000002 -2020-08-08 11:45:00,83.52,36.929,36.966,29.423000000000002 -2020-08-08 12:00:00,78.82,33.196,35.19,29.423000000000002 -2020-08-08 12:15:00,77.58,32.803000000000004,35.19,29.423000000000002 -2020-08-08 12:30:00,68.36,31.677,35.19,29.423000000000002 -2020-08-08 12:45:00,71.92,32.397,35.19,29.423000000000002 -2020-08-08 13:00:00,65.67,31.694000000000003,32.277,29.423000000000002 -2020-08-08 13:15:00,71.96,32.49,32.277,29.423000000000002 -2020-08-08 13:30:00,63.1,31.866,32.277,29.423000000000002 -2020-08-08 13:45:00,64.32,30.926,32.277,29.423000000000002 -2020-08-08 14:00:00,72.95,31.502,31.436999999999998,29.423000000000002 -2020-08-08 14:15:00,65.23,29.944000000000003,31.436999999999998,29.423000000000002 -2020-08-08 14:30:00,63.29,30.256,31.436999999999998,29.423000000000002 -2020-08-08 14:45:00,69.43,30.671999999999997,31.436999999999998,29.423000000000002 -2020-08-08 15:00:00,64.98,32.576,33.493,29.423000000000002 -2020-08-08 15:15:00,62.48,30.843000000000004,33.493,29.423000000000002 -2020-08-08 15:30:00,61.84,29.228,33.493,29.423000000000002 -2020-08-08 15:45:00,64.18,27.535999999999998,33.493,29.423000000000002 -2020-08-08 16:00:00,64.57,31.239,36.593,29.423000000000002 -2020-08-08 16:15:00,66.55,30.691,36.593,29.423000000000002 -2020-08-08 16:30:00,72.26,30.206999999999997,36.593,29.423000000000002 -2020-08-08 16:45:00,72.92,27.033,36.593,29.423000000000002 -2020-08-08 17:00:00,74.06,30.78,42.049,29.423000000000002 -2020-08-08 17:15:00,73.2,29.022,42.049,29.423000000000002 -2020-08-08 17:30:00,75.04,28.235,42.049,29.423000000000002 -2020-08-08 17:45:00,77.03,28.121,42.049,29.423000000000002 -2020-08-08 18:00:00,78.39,32.303000000000004,43.755,29.423000000000002 -2020-08-08 18:15:00,76.69,32.72,43.755,29.423000000000002 -2020-08-08 18:30:00,76.27,32.189,43.755,29.423000000000002 -2020-08-08 18:45:00,76.64,32.038000000000004,43.755,29.423000000000002 -2020-08-08 19:00:00,75.57,32.424,44.492,29.423000000000002 -2020-08-08 19:15:00,72.67,30.984,44.492,29.423000000000002 -2020-08-08 19:30:00,72.39,30.662,44.492,29.423000000000002 -2020-08-08 19:45:00,73.31,30.538,44.492,29.423000000000002 -2020-08-08 20:00:00,75.0,28.638,40.896,29.423000000000002 -2020-08-08 20:15:00,74.88,28.051,40.896,29.423000000000002 -2020-08-08 20:30:00,74.76,27.0,40.896,29.423000000000002 -2020-08-08 20:45:00,74.69,28.18,40.896,29.423000000000002 -2020-08-08 21:00:00,71.99,26.721999999999998,39.056,29.423000000000002 -2020-08-08 21:15:00,71.04,29.015,39.056,29.423000000000002 -2020-08-08 21:30:00,67.87,29.302,39.056,29.423000000000002 -2020-08-08 21:45:00,67.58,29.401,39.056,29.423000000000002 -2020-08-08 22:00:00,63.3,26.502,38.478,29.423000000000002 -2020-08-08 22:15:00,64.97,28.721,38.478,29.423000000000002 -2020-08-08 22:30:00,62.91,27.836,38.478,29.423000000000002 -2020-08-08 22:45:00,62.35,25.795,38.478,29.423000000000002 -2020-08-08 23:00:00,57.64,24.291,32.953,29.423000000000002 -2020-08-08 23:15:00,57.7,22.261999999999997,32.953,29.423000000000002 -2020-08-08 23:30:00,58.28,22.333000000000002,32.953,29.423000000000002 -2020-08-08 23:45:00,58.51,21.79,32.953,29.423000000000002 -2020-08-09 00:00:00,54.08,18.893,28.584,29.423000000000002 -2020-08-09 00:15:00,54.76,18.393,28.584,29.423000000000002 -2020-08-09 00:30:00,54.22,16.949,28.584,29.423000000000002 -2020-08-09 00:45:00,55.07,16.660999999999998,28.584,29.423000000000002 -2020-08-09 01:00:00,51.21,16.673,26.419,29.423000000000002 -2020-08-09 01:15:00,53.23,15.76,26.419,29.423000000000002 -2020-08-09 01:30:00,50.21,14.374,26.419,29.423000000000002 -2020-08-09 01:45:00,52.88,14.954,26.419,29.423000000000002 -2020-08-09 02:00:00,51.33,14.915,25.335,29.423000000000002 -2020-08-09 02:15:00,52.26,13.91,25.335,29.423000000000002 -2020-08-09 02:30:00,51.66,15.61,25.335,29.423000000000002 -2020-08-09 02:45:00,51.22,16.055999999999997,25.335,29.423000000000002 -2020-08-09 03:00:00,51.33,16.819000000000003,24.805,29.423000000000002 -2020-08-09 03:15:00,52.88,15.114,24.805,29.423000000000002 -2020-08-09 03:30:00,52.66,14.052,24.805,29.423000000000002 -2020-08-09 03:45:00,53.13,15.005999999999998,24.805,29.423000000000002 -2020-08-09 04:00:00,53.45,17.209,25.772,29.423000000000002 -2020-08-09 04:15:00,54.38,19.586,25.772,29.423000000000002 -2020-08-09 04:30:00,52.71,17.863,25.772,29.423000000000002 -2020-08-09 04:45:00,52.22,17.111,25.772,29.423000000000002 -2020-08-09 05:00:00,51.09,20.83,25.971999999999998,29.423000000000002 -2020-08-09 05:15:00,51.86,17.137999999999998,25.971999999999998,29.423000000000002 -2020-08-09 05:30:00,51.9,14.347999999999999,25.971999999999998,29.423000000000002 -2020-08-09 05:45:00,52.64,15.338,25.971999999999998,29.423000000000002 -2020-08-09 06:00:00,52.67,22.945,26.026,29.423000000000002 -2020-08-09 06:15:00,53.6,30.255,26.026,29.423000000000002 -2020-08-09 06:30:00,54.27,27.113000000000003,26.026,29.423000000000002 -2020-08-09 06:45:00,55.49,26.105999999999998,26.026,29.423000000000002 -2020-08-09 07:00:00,57.23,25.877,27.396,29.423000000000002 -2020-08-09 07:15:00,57.15,25.078000000000003,27.396,29.423000000000002 -2020-08-09 07:30:00,56.53,24.169,27.396,29.423000000000002 -2020-08-09 07:45:00,56.43,25.428,27.396,29.423000000000002 -2020-08-09 08:00:00,56.12,23.463,30.791999999999998,29.423000000000002 -2020-08-09 08:15:00,57.24,27.535,30.791999999999998,29.423000000000002 -2020-08-09 08:30:00,56.64,28.962,30.791999999999998,29.423000000000002 -2020-08-09 08:45:00,57.8,31.506999999999998,30.791999999999998,29.423000000000002 -2020-08-09 09:00:00,57.9,27.857,32.482,29.423000000000002 -2020-08-09 09:15:00,57.48,28.969,32.482,29.423000000000002 -2020-08-09 09:30:00,53.71,32.31,32.482,29.423000000000002 -2020-08-09 09:45:00,57.49,36.016999999999996,32.482,29.423000000000002 -2020-08-09 10:00:00,58.06,34.648,31.951,29.423000000000002 -2020-08-09 10:15:00,59.54,35.896,31.951,29.423000000000002 -2020-08-09 10:30:00,61.42,36.068000000000005,31.951,29.423000000000002 -2020-08-09 10:45:00,60.84,37.628,31.951,29.423000000000002 -2020-08-09 11:00:00,60.37,35.299,33.619,29.423000000000002 -2020-08-09 11:15:00,61.49,35.853,33.619,29.423000000000002 -2020-08-09 11:30:00,57.13,37.247,33.619,29.423000000000002 -2020-08-09 11:45:00,57.85,38.035,33.619,29.423000000000002 -2020-08-09 12:00:00,53.65,35.400999999999996,30.975,29.423000000000002 -2020-08-09 12:15:00,52.86,34.196999999999996,30.975,29.423000000000002 -2020-08-09 12:30:00,50.62,33.433,30.975,29.423000000000002 -2020-08-09 12:45:00,50.63,33.611999999999995,30.975,29.423000000000002 -2020-08-09 13:00:00,49.19,32.663000000000004,27.956999999999997,29.423000000000002 -2020-08-09 13:15:00,48.43,32.585,27.956999999999997,29.423000000000002 -2020-08-09 13:30:00,48.61,30.886999999999997,27.956999999999997,29.423000000000002 -2020-08-09 13:45:00,49.71,31.119,27.956999999999997,29.423000000000002 -2020-08-09 14:00:00,49.4,32.830999999999996,25.555999999999997,29.423000000000002 -2020-08-09 14:15:00,50.46,31.583000000000002,25.555999999999997,29.423000000000002 -2020-08-09 14:30:00,49.99,30.576,25.555999999999997,29.423000000000002 -2020-08-09 14:45:00,51.47,29.987,25.555999999999997,29.423000000000002 -2020-08-09 15:00:00,52.05,32.154,26.271,29.423000000000002 -2020-08-09 15:15:00,51.23,29.56,26.271,29.423000000000002 -2020-08-09 15:30:00,52.35,27.721999999999998,26.271,29.423000000000002 -2020-08-09 15:45:00,54.8,26.245,26.271,29.423000000000002 -2020-08-09 16:00:00,58.39,28.193,30.369,29.423000000000002 -2020-08-09 16:15:00,59.37,27.954,30.369,29.423000000000002 -2020-08-09 16:30:00,61.94,28.434,30.369,29.423000000000002 -2020-08-09 16:45:00,64.25,25.340999999999998,30.369,29.423000000000002 -2020-08-09 17:00:00,67.55,29.435,38.787,29.423000000000002 -2020-08-09 17:15:00,69.77,29.199,38.787,29.423000000000002 -2020-08-09 17:30:00,74.47,29.183000000000003,38.787,29.423000000000002 -2020-08-09 17:45:00,73.06,29.31,38.787,29.423000000000002 -2020-08-09 18:00:00,76.18,34.126999999999995,41.886,29.423000000000002 -2020-08-09 18:15:00,75.37,34.056,41.886,29.423000000000002 -2020-08-09 18:30:00,78.04,33.457,41.886,29.423000000000002 -2020-08-09 18:45:00,75.37,33.274,41.886,29.423000000000002 -2020-08-09 19:00:00,77.91,35.796,42.91,29.423000000000002 -2020-08-09 19:15:00,76.23,33.253,42.91,29.423000000000002 -2020-08-09 19:30:00,76.04,32.707,42.91,29.423000000000002 -2020-08-09 19:45:00,78.63,32.049,42.91,29.423000000000002 -2020-08-09 20:00:00,79.32,30.315,42.148999999999994,29.423000000000002 -2020-08-09 20:15:00,78.88,29.53,42.148999999999994,29.423000000000002 -2020-08-09 20:30:00,78.51,29.153000000000002,42.148999999999994,29.423000000000002 -2020-08-09 20:45:00,77.97,28.791,42.148999999999994,29.423000000000002 -2020-08-09 21:00:00,76.29,27.416,40.955999999999996,29.423000000000002 -2020-08-09 21:15:00,76.26,29.456999999999997,40.955999999999996,29.423000000000002 -2020-08-09 21:30:00,74.21,29.101,40.955999999999996,29.423000000000002 -2020-08-09 21:45:00,72.91,29.506,40.955999999999996,29.423000000000002 -2020-08-09 22:00:00,68.37,28.61,39.873000000000005,29.423000000000002 -2020-08-09 22:15:00,70.97,29.274,39.873000000000005,29.423000000000002 -2020-08-09 22:30:00,68.0,28.081,39.873000000000005,29.423000000000002 -2020-08-09 22:45:00,68.68,24.886999999999997,39.873000000000005,29.423000000000002 -2020-08-09 23:00:00,64.15,23.305999999999997,35.510999999999996,29.423000000000002 -2020-08-09 23:15:00,65.15,22.361,35.510999999999996,29.423000000000002 -2020-08-09 23:30:00,65.42,21.884,35.510999999999996,29.423000000000002 -2020-08-09 23:45:00,64.78,21.439,35.510999999999996,29.423000000000002 -2020-08-10 00:00:00,64.59,20.146,33.475,29.535 -2020-08-10 00:15:00,67.7,20.188,33.475,29.535 -2020-08-10 00:30:00,67.92,18.373,33.475,29.535 -2020-08-10 00:45:00,66.94,17.753,33.475,29.535 -2020-08-10 01:00:00,60.75,18.12,33.111,29.535 -2020-08-10 01:15:00,62.05,17.266,33.111,29.535 -2020-08-10 01:30:00,61.91,16.230999999999998,33.111,29.535 -2020-08-10 01:45:00,61.67,16.708,33.111,29.535 -2020-08-10 02:00:00,62.03,17.11,32.358000000000004,29.535 -2020-08-10 02:15:00,66.27,15.054,32.358000000000004,29.535 -2020-08-10 02:30:00,69.88,16.866,32.358000000000004,29.535 -2020-08-10 02:45:00,70.55,17.215,32.358000000000004,29.535 -2020-08-10 03:00:00,67.73,18.362000000000002,30.779,29.535 -2020-08-10 03:15:00,64.33,17.243,30.779,29.535 -2020-08-10 03:30:00,68.6,16.858,30.779,29.535 -2020-08-10 03:45:00,68.36,17.41,30.779,29.535 -2020-08-10 04:00:00,72.46,22.284000000000002,31.416,29.535 -2020-08-10 04:15:00,75.4,27.168000000000003,31.416,29.535 -2020-08-10 04:30:00,77.15,24.838,31.416,29.535 -2020-08-10 04:45:00,82.65,24.43,31.416,29.535 -2020-08-10 05:00:00,87.89,34.043,37.221,29.535 -2020-08-10 05:15:00,93.43,38.881,37.221,29.535 -2020-08-10 05:30:00,98.76,34.632,37.221,29.535 -2020-08-10 05:45:00,106.75,33.045,37.221,29.535 -2020-08-10 06:00:00,109.61,31.978,51.891000000000005,29.535 -2020-08-10 06:15:00,110.17,31.636,51.891000000000005,29.535 -2020-08-10 06:30:00,106.16,31.749000000000002,51.891000000000005,29.535 -2020-08-10 06:45:00,105.44,35.194,51.891000000000005,29.535 -2020-08-10 07:00:00,112.69,34.809,62.282,29.535 -2020-08-10 07:15:00,114.13,36.123000000000005,62.282,29.535 -2020-08-10 07:30:00,114.44,34.466,62.282,29.535 -2020-08-10 07:45:00,111.46,36.219,62.282,29.535 -2020-08-10 08:00:00,109.2,32.409,54.102,29.535 -2020-08-10 08:15:00,114.03,35.476,54.102,29.535 -2020-08-10 08:30:00,115.94,36.306999999999995,54.102,29.535 -2020-08-10 08:45:00,113.48,39.326,54.102,29.535 -2020-08-10 09:00:00,109.67,34.673,50.917,29.535 -2020-08-10 09:15:00,113.16,34.354,50.917,29.535 -2020-08-10 09:30:00,114.97,36.866,50.917,29.535 -2020-08-10 09:45:00,114.23,38.284,50.917,29.535 -2020-08-10 10:00:00,110.17,37.372,49.718999999999994,29.535 -2020-08-10 10:15:00,112.96,38.489000000000004,49.718999999999994,29.535 -2020-08-10 10:30:00,113.44,38.289,49.718999999999994,29.535 -2020-08-10 10:45:00,112.68,38.208,49.718999999999994,29.535 -2020-08-10 11:00:00,106.81,36.395,49.833999999999996,29.535 -2020-08-10 11:15:00,101.75,37.046,49.833999999999996,29.535 -2020-08-10 11:30:00,108.76,38.986,49.833999999999996,29.535 -2020-08-10 11:45:00,115.96,40.294000000000004,49.833999999999996,29.535 -2020-08-10 12:00:00,116.04,35.781,47.832,29.535 -2020-08-10 12:15:00,108.93,34.679,47.832,29.535 -2020-08-10 12:30:00,105.17,32.842,47.832,29.535 -2020-08-10 12:45:00,109.13,32.858000000000004,47.832,29.535 -2020-08-10 13:00:00,105.35,32.725,48.03,29.535 -2020-08-10 13:15:00,106.96,31.901999999999997,48.03,29.535 -2020-08-10 13:30:00,112.55,30.421999999999997,48.03,29.535 -2020-08-10 13:45:00,110.89,31.543000000000003,48.03,29.535 -2020-08-10 14:00:00,108.24,32.449,48.157,29.535 -2020-08-10 14:15:00,116.67,31.851,48.157,29.535 -2020-08-10 14:30:00,109.93,30.743000000000002,48.157,29.535 -2020-08-10 14:45:00,100.75,32.195,48.157,29.535 -2020-08-10 15:00:00,102.13,33.843,48.897,29.535 -2020-08-10 15:15:00,101.58,30.81,48.897,29.535 -2020-08-10 15:30:00,103.82,29.811999999999998,48.897,29.535 -2020-08-10 15:45:00,112.32,27.903000000000002,48.897,29.535 -2020-08-10 16:00:00,107.56,30.926,51.446000000000005,29.535 -2020-08-10 16:15:00,110.02,30.826,51.446000000000005,29.535 -2020-08-10 16:30:00,111.09,30.749000000000002,51.446000000000005,29.535 -2020-08-10 16:45:00,111.76,27.815,51.446000000000005,29.535 -2020-08-10 17:00:00,116.67,30.83,57.507,29.535 -2020-08-10 17:15:00,115.62,31.066999999999997,57.507,29.535 -2020-08-10 17:30:00,119.59,30.733,57.507,29.535 -2020-08-10 17:45:00,117.62,30.63,57.507,29.535 -2020-08-10 18:00:00,112.36,34.413000000000004,57.896,29.535 -2020-08-10 18:15:00,111.68,32.756,57.896,29.535 -2020-08-10 18:30:00,111.01,31.386,57.896,29.535 -2020-08-10 18:45:00,118.2,34.199,57.896,29.535 -2020-08-10 19:00:00,115.05,36.61,57.891999999999996,29.535 -2020-08-10 19:15:00,108.14,35.417,57.891999999999996,29.535 -2020-08-10 19:30:00,100.95,34.482,57.891999999999996,29.535 -2020-08-10 19:45:00,107.15,33.301,57.891999999999996,29.535 -2020-08-10 20:00:00,107.38,30.524,64.57300000000001,29.535 -2020-08-10 20:15:00,106.34,31.261,64.57300000000001,29.535 -2020-08-10 20:30:00,101.37,31.505,64.57300000000001,29.535 -2020-08-10 20:45:00,96.58,31.21,64.57300000000001,29.535 -2020-08-10 21:00:00,92.54,29.186,59.431999999999995,29.535 -2020-08-10 21:15:00,98.18,31.721999999999998,59.431999999999995,29.535 -2020-08-10 21:30:00,94.61,31.811,59.431999999999995,29.535 -2020-08-10 21:45:00,89.3,32.016,59.431999999999995,29.535 -2020-08-10 22:00:00,85.65,29.331999999999997,51.519,29.535 -2020-08-10 22:15:00,83.02,31.964000000000002,51.519,29.535 -2020-08-10 22:30:00,84.02,27.245,51.519,29.535 -2020-08-10 22:45:00,86.92,24.348000000000003,51.519,29.535 -2020-08-10 23:00:00,83.27,22.737,44.501000000000005,29.535 -2020-08-10 23:15:00,79.13,20.052,44.501000000000005,29.535 -2020-08-10 23:30:00,77.81,19.378,44.501000000000005,29.535 -2020-08-10 23:45:00,76.11,18.256,44.501000000000005,29.535 -2020-08-11 00:00:00,80.82,18.12,44.522,29.535 -2020-08-11 00:15:00,81.42,18.89,44.522,29.535 -2020-08-11 00:30:00,79.26,17.834,44.522,29.535 -2020-08-11 00:45:00,77.23,18.055999999999997,44.522,29.535 -2020-08-11 01:00:00,77.88,17.902,41.441,29.535 -2020-08-11 01:15:00,81.19,17.195,41.441,29.535 -2020-08-11 01:30:00,80.87,16.033,41.441,29.535 -2020-08-11 01:45:00,77.52,15.99,41.441,29.535 -2020-08-11 02:00:00,76.14,15.933,40.203,29.535 -2020-08-11 02:15:00,80.33,15.019,40.203,29.535 -2020-08-11 02:30:00,80.22,16.476,40.203,29.535 -2020-08-11 02:45:00,76.52,17.139,40.203,29.535 -2020-08-11 03:00:00,76.12,17.828,39.536,29.535 -2020-08-11 03:15:00,81.42,17.687,39.536,29.535 -2020-08-11 03:30:00,82.68,17.243,39.536,29.535 -2020-08-11 03:45:00,81.38,16.709,39.536,29.535 -2020-08-11 04:00:00,84.21,20.386,40.759,29.535 -2020-08-11 04:15:00,83.25,25.311,40.759,29.535 -2020-08-11 04:30:00,87.0,22.891,40.759,29.535 -2020-08-11 04:45:00,96.1,22.866999999999997,40.759,29.535 -2020-08-11 05:00:00,103.35,33.692,43.623999999999995,29.535 -2020-08-11 05:15:00,104.96,39.169000000000004,43.623999999999995,29.535 -2020-08-11 05:30:00,101.93,35.208,43.623999999999995,29.535 -2020-08-11 05:45:00,103.66,32.900999999999996,43.623999999999995,29.535 -2020-08-11 06:00:00,107.81,32.9,52.684,29.535 -2020-08-11 06:15:00,115.41,32.653,52.684,29.535 -2020-08-11 06:30:00,119.45,32.504,52.684,29.535 -2020-08-11 06:45:00,121.63,35.13,52.684,29.535 -2020-08-11 07:00:00,117.33,34.907,62.676,29.535 -2020-08-11 07:15:00,117.63,36.001,62.676,29.535 -2020-08-11 07:30:00,120.47,34.424,62.676,29.535 -2020-08-11 07:45:00,121.97,35.217,62.676,29.535 -2020-08-11 08:00:00,118.67,31.328000000000003,56.161,29.535 -2020-08-11 08:15:00,115.82,34.021,56.161,29.535 -2020-08-11 08:30:00,109.61,35.024,56.161,29.535 -2020-08-11 08:45:00,108.39,37.145,56.161,29.535 -2020-08-11 09:00:00,118.63,32.913000000000004,52.132,29.535 -2020-08-11 09:15:00,124.0,32.294000000000004,52.132,29.535 -2020-08-11 09:30:00,120.89,35.407,52.132,29.535 -2020-08-11 09:45:00,113.74,38.154,52.132,29.535 -2020-08-11 10:00:00,115.04,35.943000000000005,51.032,29.535 -2020-08-11 10:15:00,111.74,37.010999999999996,51.032,29.535 -2020-08-11 10:30:00,117.81,36.813,51.032,29.535 -2020-08-11 10:45:00,120.03,37.7,51.032,29.535 -2020-08-11 11:00:00,116.21,35.745,51.085,29.535 -2020-08-11 11:15:00,109.85,36.827,51.085,29.535 -2020-08-11 11:30:00,112.41,37.735,51.085,29.535 -2020-08-11 11:45:00,117.13,38.514,51.085,29.535 -2020-08-11 12:00:00,121.63,33.95,49.049,29.535 -2020-08-11 12:15:00,122.61,33.218,49.049,29.535 -2020-08-11 12:30:00,116.41,32.172,49.049,29.535 -2020-08-11 12:45:00,106.88,32.898,49.049,29.535 -2020-08-11 13:00:00,103.94,32.428000000000004,49.722,29.535 -2020-08-11 13:15:00,106.12,33.428000000000004,49.722,29.535 -2020-08-11 13:30:00,107.33,31.793000000000003,49.722,29.535 -2020-08-11 13:45:00,105.9,31.94,49.722,29.535 -2020-08-11 14:00:00,104.55,33.245,49.565,29.535 -2020-08-11 14:15:00,111.12,32.436,49.565,29.535 -2020-08-11 14:30:00,106.63,31.599,49.565,29.535 -2020-08-11 14:45:00,112.83,32.278,49.565,29.535 -2020-08-11 15:00:00,106.44,33.777,51.108999999999995,29.535 -2020-08-11 15:15:00,107.53,31.633000000000003,51.108999999999995,29.535 -2020-08-11 15:30:00,111.68,30.412,51.108999999999995,29.535 -2020-08-11 15:45:00,112.97,28.89,51.108999999999995,29.535 -2020-08-11 16:00:00,110.35,31.155,52.725,29.535 -2020-08-11 16:15:00,106.75,31.103,52.725,29.535 -2020-08-11 16:30:00,107.28,30.604,52.725,29.535 -2020-08-11 16:45:00,113.29,28.383000000000003,52.725,29.535 -2020-08-11 17:00:00,120.26,31.531999999999996,58.031000000000006,29.535 -2020-08-11 17:15:00,116.61,32.205,58.031000000000006,29.535 -2020-08-11 17:30:00,113.1,31.391,58.031000000000006,29.535 -2020-08-11 17:45:00,115.09,31.000999999999998,58.031000000000006,29.535 -2020-08-11 18:00:00,111.56,33.868,58.338,29.535 -2020-08-11 18:15:00,114.45,33.714,58.338,29.535 -2020-08-11 18:30:00,115.07,32.123000000000005,58.338,29.535 -2020-08-11 18:45:00,115.29,34.679,58.338,29.535 -2020-08-11 19:00:00,107.15,35.964,58.464,29.535 -2020-08-11 19:15:00,108.56,34.964,58.464,29.535 -2020-08-11 19:30:00,109.56,33.873000000000005,58.464,29.535 -2020-08-11 19:45:00,111.07,33.014,58.464,29.535 -2020-08-11 20:00:00,104.95,30.608,63.708,29.535 -2020-08-11 20:15:00,102.1,30.0,63.708,29.535 -2020-08-11 20:30:00,97.33,30.191999999999997,63.708,29.535 -2020-08-11 20:45:00,97.81,30.324,63.708,29.535 -2020-08-11 21:00:00,95.02,29.195,57.06399999999999,29.535 -2020-08-11 21:15:00,98.79,30.244,57.06399999999999,29.535 -2020-08-11 21:30:00,96.16,30.55,57.06399999999999,29.535 -2020-08-11 21:45:00,94.75,30.9,57.06399999999999,29.535 -2020-08-11 22:00:00,85.73,28.247,52.831,29.535 -2020-08-11 22:15:00,90.12,30.564,52.831,29.535 -2020-08-11 22:30:00,87.77,26.09,52.831,29.535 -2020-08-11 22:45:00,86.92,23.166999999999998,52.831,29.535 -2020-08-11 23:00:00,83.18,20.858,44.717,29.535 -2020-08-11 23:15:00,84.73,19.727,44.717,29.535 -2020-08-11 23:30:00,83.67,19.087,44.717,29.535 -2020-08-11 23:45:00,76.9,18.173,44.717,29.535 -2020-08-12 00:00:00,72.5,18.233,41.263000000000005,29.535 -2020-08-12 00:15:00,78.82,19.003,41.263000000000005,29.535 -2020-08-12 00:30:00,80.76,17.951,41.263000000000005,29.535 -2020-08-12 00:45:00,81.39,18.18,41.263000000000005,29.535 -2020-08-12 01:00:00,78.93,18.011,38.448,29.535 -2020-08-12 01:15:00,81.15,17.312,38.448,29.535 -2020-08-12 01:30:00,80.17,16.162,38.448,29.535 -2020-08-12 01:45:00,77.33,16.117,38.448,29.535 -2020-08-12 02:00:00,73.77,16.063,36.471,29.535 -2020-08-12 02:15:00,73.65,15.169,36.471,29.535 -2020-08-12 02:30:00,80.17,16.605,36.471,29.535 -2020-08-12 02:45:00,80.73,17.266,36.471,29.535 -2020-08-12 03:00:00,81.84,17.944000000000003,36.042,29.535 -2020-08-12 03:15:00,75.9,17.819000000000003,36.042,29.535 -2020-08-12 03:30:00,82.63,17.381,36.042,29.535 -2020-08-12 03:45:00,85.64,16.847,36.042,29.535 -2020-08-12 04:00:00,87.96,20.533,36.705,29.535 -2020-08-12 04:15:00,83.3,25.464000000000002,36.705,29.535 -2020-08-12 04:30:00,94.27,23.048000000000002,36.705,29.535 -2020-08-12 04:45:00,96.6,23.026,36.705,29.535 -2020-08-12 05:00:00,101.67,33.89,39.716,29.535 -2020-08-12 05:15:00,102.94,39.406,39.716,29.535 -2020-08-12 05:30:00,106.43,35.455,39.716,29.535 -2020-08-12 05:45:00,111.7,33.123000000000005,39.716,29.535 -2020-08-12 06:00:00,115.63,33.095,52.756,29.535 -2020-08-12 06:15:00,114.21,32.867,52.756,29.535 -2020-08-12 06:30:00,115.31,32.718,52.756,29.535 -2020-08-12 06:45:00,119.39,35.351,52.756,29.535 -2020-08-12 07:00:00,120.77,35.128,65.977,29.535 -2020-08-12 07:15:00,115.6,36.236999999999995,65.977,29.535 -2020-08-12 07:30:00,114.05,34.679,65.977,29.535 -2020-08-12 07:45:00,117.2,35.479,65.977,29.535 -2020-08-12 08:00:00,118.01,31.593000000000004,57.927,29.535 -2020-08-12 08:15:00,113.31,34.262,57.927,29.535 -2020-08-12 08:30:00,111.75,35.255,57.927,29.535 -2020-08-12 08:45:00,110.43,37.361999999999995,57.927,29.535 -2020-08-12 09:00:00,116.17,33.135,54.86,29.535 -2020-08-12 09:15:00,116.01,32.508,54.86,29.535 -2020-08-12 09:30:00,116.37,35.607,54.86,29.535 -2020-08-12 09:45:00,112.57,38.335,54.86,29.535 -2020-08-12 10:00:00,113.53,36.125,52.818000000000005,29.535 -2020-08-12 10:15:00,118.87,37.175,52.818000000000005,29.535 -2020-08-12 10:30:00,114.46,36.969,52.818000000000005,29.535 -2020-08-12 10:45:00,110.49,37.849000000000004,52.818000000000005,29.535 -2020-08-12 11:00:00,116.41,35.904,52.937,29.535 -2020-08-12 11:15:00,112.99,36.979,52.937,29.535 -2020-08-12 11:30:00,106.78,37.882,52.937,29.535 -2020-08-12 11:45:00,114.37,38.647,52.937,29.535 -2020-08-12 12:00:00,116.44,34.079,50.826,29.535 -2020-08-12 12:15:00,114.58,33.338,50.826,29.535 -2020-08-12 12:30:00,119.4,32.302,50.826,29.535 -2020-08-12 12:45:00,114.81,33.016999999999996,50.826,29.535 -2020-08-12 13:00:00,111.49,32.529,50.556000000000004,29.535 -2020-08-12 13:15:00,104.65,33.516999999999996,50.556000000000004,29.535 -2020-08-12 13:30:00,100.7,31.879,50.556000000000004,29.535 -2020-08-12 13:45:00,102.39,32.037,50.556000000000004,29.535 -2020-08-12 14:00:00,103.75,33.325,51.188,29.535 -2020-08-12 14:15:00,103.76,32.522,51.188,29.535 -2020-08-12 14:30:00,107.42,31.695999999999998,51.188,29.535 -2020-08-12 14:45:00,105.01,32.378,51.188,29.535 -2020-08-12 15:00:00,100.4,33.842,52.976000000000006,29.535 -2020-08-12 15:15:00,103.59,31.701999999999998,52.976000000000006,29.535 -2020-08-12 15:30:00,101.61,30.491,52.976000000000006,29.535 -2020-08-12 15:45:00,103.92,28.971999999999998,52.976000000000006,29.535 -2020-08-12 16:00:00,102.77,31.217,55.463,29.535 -2020-08-12 16:15:00,107.41,31.173000000000002,55.463,29.535 -2020-08-12 16:30:00,108.87,30.682,55.463,29.535 -2020-08-12 16:45:00,109.71,28.494,55.463,29.535 -2020-08-12 17:00:00,108.65,31.62,59.435,29.535 -2020-08-12 17:15:00,108.44,32.32,59.435,29.535 -2020-08-12 17:30:00,108.62,31.518,59.435,29.535 -2020-08-12 17:45:00,109.31,31.159000000000002,59.435,29.535 -2020-08-12 18:00:00,109.78,34.02,61.387,29.535 -2020-08-12 18:15:00,107.43,33.876,61.387,29.535 -2020-08-12 18:30:00,107.41,32.295,61.387,29.535 -2020-08-12 18:45:00,106.93,34.85,61.387,29.535 -2020-08-12 19:00:00,105.24,36.139,63.323,29.535 -2020-08-12 19:15:00,101.29,35.138000000000005,63.323,29.535 -2020-08-12 19:30:00,101.31,34.048,63.323,29.535 -2020-08-12 19:45:00,105.17,33.194,63.323,29.535 -2020-08-12 20:00:00,102.58,30.789,69.083,29.535 -2020-08-12 20:15:00,100.04,30.183000000000003,69.083,29.535 -2020-08-12 20:30:00,99.46,30.362,69.083,29.535 -2020-08-12 20:45:00,97.18,30.468000000000004,69.083,29.535 -2020-08-12 21:00:00,93.2,29.343000000000004,59.957,29.535 -2020-08-12 21:15:00,90.83,30.383000000000003,59.957,29.535 -2020-08-12 21:30:00,86.78,30.683000000000003,59.957,29.535 -2020-08-12 21:45:00,87.17,31.006,59.957,29.535 -2020-08-12 22:00:00,81.89,28.338,53.821000000000005,29.535 -2020-08-12 22:15:00,83.57,30.643,53.821000000000005,29.535 -2020-08-12 22:30:00,80.19,26.136999999999997,53.821000000000005,29.535 -2020-08-12 22:45:00,79.2,23.215,53.821000000000005,29.535 -2020-08-12 23:00:00,76.03,20.941,45.458,29.535 -2020-08-12 23:15:00,75.7,19.805,45.458,29.535 -2020-08-12 23:30:00,76.14,19.178,45.458,29.535 -2020-08-12 23:45:00,76.61,18.267,45.458,29.535 -2020-08-13 00:00:00,72.42,18.349,40.36,29.535 -2020-08-13 00:15:00,73.49,19.119,40.36,29.535 -2020-08-13 00:30:00,73.4,18.072,40.36,29.535 -2020-08-13 00:45:00,73.58,18.308,40.36,29.535 -2020-08-13 01:00:00,73.1,18.123,38.552,29.535 -2020-08-13 01:15:00,73.24,17.432000000000002,38.552,29.535 -2020-08-13 01:30:00,72.48,16.293,38.552,29.535 -2020-08-13 01:45:00,73.22,16.247,38.552,29.535 -2020-08-13 02:00:00,71.87,16.195999999999998,36.895,29.535 -2020-08-13 02:15:00,75.03,15.322000000000001,36.895,29.535 -2020-08-13 02:30:00,78.27,16.736,36.895,29.535 -2020-08-13 02:45:00,80.01,17.394000000000002,36.895,29.535 -2020-08-13 03:00:00,77.38,18.062,36.565,29.535 -2020-08-13 03:15:00,72.6,17.952,36.565,29.535 -2020-08-13 03:30:00,74.33,17.521,36.565,29.535 -2020-08-13 03:45:00,79.52,16.986,36.565,29.535 -2020-08-13 04:00:00,85.0,20.684,37.263000000000005,29.535 -2020-08-13 04:15:00,91.08,25.62,37.263000000000005,29.535 -2020-08-13 04:30:00,94.95,23.21,37.263000000000005,29.535 -2020-08-13 04:45:00,93.59,23.19,37.263000000000005,29.535 -2020-08-13 05:00:00,98.02,34.096,40.412,29.535 -2020-08-13 05:15:00,100.02,39.655,40.412,29.535 -2020-08-13 05:30:00,106.59,35.711,40.412,29.535 -2020-08-13 05:45:00,112.6,33.354,40.412,29.535 -2020-08-13 06:00:00,116.48,33.299,49.825,29.535 -2020-08-13 06:15:00,113.4,33.088,49.825,29.535 -2020-08-13 06:30:00,111.91,32.939,49.825,29.535 -2020-08-13 06:45:00,111.96,35.58,49.825,29.535 -2020-08-13 07:00:00,114.86,35.355,61.082,29.535 -2020-08-13 07:15:00,116.59,36.48,61.082,29.535 -2020-08-13 07:30:00,119.63,34.942,61.082,29.535 -2020-08-13 07:45:00,118.33,35.748000000000005,61.082,29.535 -2020-08-13 08:00:00,111.91,31.864,53.961999999999996,29.535 -2020-08-13 08:15:00,110.29,34.508,53.961999999999996,29.535 -2020-08-13 08:30:00,109.63,35.491,53.961999999999996,29.535 -2020-08-13 08:45:00,114.21,37.586,53.961999999999996,29.535 -2020-08-13 09:00:00,116.43,33.364000000000004,50.06100000000001,29.535 -2020-08-13 09:15:00,117.8,32.728,50.06100000000001,29.535 -2020-08-13 09:30:00,114.9,35.812,50.06100000000001,29.535 -2020-08-13 09:45:00,115.89,38.521,50.06100000000001,29.535 -2020-08-13 10:00:00,115.79,36.312,47.68,29.535 -2020-08-13 10:15:00,109.66,37.342,47.68,29.535 -2020-08-13 10:30:00,115.53,37.13,47.68,29.535 -2020-08-13 10:45:00,114.31,38.004,47.68,29.535 -2020-08-13 11:00:00,112.62,36.067,45.93899999999999,29.535 -2020-08-13 11:15:00,112.44,37.135999999999996,45.93899999999999,29.535 -2020-08-13 11:30:00,112.77,38.033,45.93899999999999,29.535 -2020-08-13 11:45:00,109.6,38.785,45.93899999999999,29.535 -2020-08-13 12:00:00,110.46,34.21,43.648999999999994,29.535 -2020-08-13 12:15:00,110.53,33.461,43.648999999999994,29.535 -2020-08-13 12:30:00,110.63,32.435,43.648999999999994,29.535 -2020-08-13 12:45:00,107.32,33.141,43.648999999999994,29.535 -2020-08-13 13:00:00,111.0,32.635,42.801,29.535 -2020-08-13 13:15:00,110.62,33.609,42.801,29.535 -2020-08-13 13:30:00,110.8,31.969,42.801,29.535 -2020-08-13 13:45:00,106.12,32.137,42.801,29.535 -2020-08-13 14:00:00,106.62,33.408,43.24,29.535 -2020-08-13 14:15:00,110.75,32.61,43.24,29.535 -2020-08-13 14:30:00,108.44,31.795,43.24,29.535 -2020-08-13 14:45:00,108.43,32.482,43.24,29.535 -2020-08-13 15:00:00,100.47,33.91,45.04600000000001,29.535 -2020-08-13 15:15:00,100.61,31.774,45.04600000000001,29.535 -2020-08-13 15:30:00,104.49,30.573,45.04600000000001,29.535 -2020-08-13 15:45:00,105.82,29.055999999999997,45.04600000000001,29.535 -2020-08-13 16:00:00,111.96,31.281999999999996,46.568000000000005,29.535 -2020-08-13 16:15:00,112.43,31.245,46.568000000000005,29.535 -2020-08-13 16:30:00,113.32,30.761,46.568000000000005,29.535 -2020-08-13 16:45:00,111.17,28.608,46.568000000000005,29.535 -2020-08-13 17:00:00,120.16,31.709,50.618,29.535 -2020-08-13 17:15:00,119.4,32.437,50.618,29.535 -2020-08-13 17:30:00,121.21,31.648000000000003,50.618,29.535 -2020-08-13 17:45:00,113.4,31.320999999999998,50.618,29.535 -2020-08-13 18:00:00,115.18,34.176,52.806999999999995,29.535 -2020-08-13 18:15:00,116.91,34.041,52.806999999999995,29.535 -2020-08-13 18:30:00,119.58,32.469,52.806999999999995,29.535 -2020-08-13 18:45:00,114.31,35.025,52.806999999999995,29.535 -2020-08-13 19:00:00,107.96,36.318000000000005,53.464,29.535 -2020-08-13 19:15:00,104.43,35.316,53.464,29.535 -2020-08-13 19:30:00,104.41,34.227,53.464,29.535 -2020-08-13 19:45:00,110.75,33.378,53.464,29.535 -2020-08-13 20:00:00,110.35,30.975,56.753,29.535 -2020-08-13 20:15:00,104.81,30.371,56.753,29.535 -2020-08-13 20:30:00,100.88,30.537,56.753,29.535 -2020-08-13 20:45:00,98.91,30.616,56.753,29.535 -2020-08-13 21:00:00,94.78,29.493000000000002,52.506,29.535 -2020-08-13 21:15:00,93.57,30.526,52.506,29.535 -2020-08-13 21:30:00,89.55,30.82,52.506,29.535 -2020-08-13 21:45:00,89.48,31.116999999999997,52.506,29.535 -2020-08-13 22:00:00,84.47,28.432,48.163000000000004,29.535 -2020-08-13 22:15:00,85.66,30.724,48.163000000000004,29.535 -2020-08-13 22:30:00,83.52,26.188000000000002,48.163000000000004,29.535 -2020-08-13 22:45:00,82.68,23.265,48.163000000000004,29.535 -2020-08-13 23:00:00,78.63,21.028000000000002,42.379,29.535 -2020-08-13 23:15:00,79.67,19.885,42.379,29.535 -2020-08-13 23:30:00,78.45,19.271,42.379,29.535 -2020-08-13 23:45:00,79.55,18.363,42.379,29.535 -2020-08-14 00:00:00,77.38,16.802,38.505,29.535 -2020-08-14 00:15:00,77.2,17.767,38.505,29.535 -2020-08-14 00:30:00,76.42,16.995,38.505,29.535 -2020-08-14 00:45:00,77.01,17.641,38.505,29.535 -2020-08-14 01:00:00,75.04,17.09,37.004,29.535 -2020-08-14 01:15:00,76.59,15.772,37.004,29.535 -2020-08-14 01:30:00,76.72,15.347000000000001,37.004,29.535 -2020-08-14 01:45:00,76.98,15.050999999999998,37.004,29.535 -2020-08-14 02:00:00,75.7,15.899000000000001,36.098,29.535 -2020-08-14 02:15:00,76.98,15.003,36.098,29.535 -2020-08-14 02:30:00,76.36,17.160999999999998,36.098,29.535 -2020-08-14 02:45:00,77.05,17.155,36.098,29.535 -2020-08-14 03:00:00,76.85,18.619,36.561,29.535 -2020-08-14 03:15:00,76.89,17.305,36.561,29.535 -2020-08-14 03:30:00,77.81,16.651,36.561,29.535 -2020-08-14 03:45:00,81.89,16.94,36.561,29.535 -2020-08-14 04:00:00,84.07,20.77,37.355,29.535 -2020-08-14 04:15:00,91.01,24.226,37.355,29.535 -2020-08-14 04:30:00,96.53,22.723000000000003,37.355,29.535 -2020-08-14 04:45:00,98.47,22.149,37.355,29.535 -2020-08-14 05:00:00,97.75,32.713,40.285,29.535 -2020-08-14 05:15:00,106.42,39.152,40.285,29.535 -2020-08-14 05:30:00,111.47,35.349000000000004,40.285,29.535 -2020-08-14 05:45:00,114.34,32.543,40.285,29.535 -2020-08-14 06:00:00,117.13,32.652,52.378,29.535 -2020-08-14 06:15:00,115.21,32.692,52.378,29.535 -2020-08-14 06:30:00,119.17,32.536,52.378,29.535 -2020-08-14 06:45:00,121.31,34.979,52.378,29.535 -2020-08-14 07:00:00,122.16,35.415,60.891999999999996,29.535 -2020-08-14 07:15:00,114.97,37.369,60.891999999999996,29.535 -2020-08-14 07:30:00,119.05,33.976,60.891999999999996,29.535 -2020-08-14 07:45:00,119.76,34.639,60.891999999999996,29.535 -2020-08-14 08:00:00,121.92,31.587,53.652,29.535 -2020-08-14 08:15:00,117.57,34.885,53.652,29.535 -2020-08-14 08:30:00,116.45,35.696,53.652,29.535 -2020-08-14 08:45:00,119.87,37.746,53.652,29.535 -2020-08-14 09:00:00,122.22,31.248,51.456,29.535 -2020-08-14 09:15:00,121.31,32.442,51.456,29.535 -2020-08-14 09:30:00,117.74,34.867,51.456,29.535 -2020-08-14 09:45:00,114.72,37.943000000000005,51.456,29.535 -2020-08-14 10:00:00,116.88,35.665,49.4,29.535 -2020-08-14 10:15:00,122.22,36.4,49.4,29.535 -2020-08-14 10:30:00,123.37,36.731,49.4,29.535 -2020-08-14 10:45:00,118.57,37.541,49.4,29.535 -2020-08-14 11:00:00,116.16,35.859,48.773,29.535 -2020-08-14 11:15:00,114.64,35.923,48.773,29.535 -2020-08-14 11:30:00,114.36,36.323,48.773,29.535 -2020-08-14 11:45:00,109.72,36.116,48.773,29.535 -2020-08-14 12:00:00,109.46,31.871,46.033,29.535 -2020-08-14 12:15:00,106.86,30.65,46.033,29.535 -2020-08-14 12:30:00,104.86,29.738000000000003,46.033,29.535 -2020-08-14 12:45:00,104.8,29.616,46.033,29.535 -2020-08-14 13:00:00,101.33,29.599,44.38399999999999,29.535 -2020-08-14 13:15:00,101.51,30.674,44.38399999999999,29.535 -2020-08-14 13:30:00,101.84,29.811999999999998,44.38399999999999,29.535 -2020-08-14 13:45:00,104.46,30.298000000000002,44.38399999999999,29.535 -2020-08-14 14:00:00,98.79,30.854,43.162,29.535 -2020-08-14 14:15:00,100.52,30.504,43.162,29.535 -2020-08-14 14:30:00,104.56,31.139,43.162,29.535 -2020-08-14 14:45:00,107.41,31.128,43.162,29.535 -2020-08-14 15:00:00,107.75,32.481,44.91,29.535 -2020-08-14 15:15:00,107.7,30.148000000000003,44.91,29.535 -2020-08-14 15:30:00,103.14,28.518,44.91,29.535 -2020-08-14 15:45:00,104.08,27.74,44.91,29.535 -2020-08-14 16:00:00,108.58,29.195,47.489,29.535 -2020-08-14 16:15:00,109.61,29.625999999999998,47.489,29.535 -2020-08-14 16:30:00,105.67,28.965999999999998,47.489,29.535 -2020-08-14 16:45:00,106.48,26.09,47.489,29.535 -2020-08-14 17:00:00,106.27,30.831999999999997,52.047,29.535 -2020-08-14 17:15:00,112.92,31.45,52.047,29.535 -2020-08-14 17:30:00,117.17,30.857,52.047,29.535 -2020-08-14 17:45:00,114.87,30.416999999999998,52.047,29.535 -2020-08-14 18:00:00,113.07,33.241,53.306000000000004,29.535 -2020-08-14 18:15:00,108.05,32.227,53.306000000000004,29.535 -2020-08-14 18:30:00,110.51,30.538,53.306000000000004,29.535 -2020-08-14 18:45:00,114.14,33.5,53.306000000000004,29.535 -2020-08-14 19:00:00,111.52,35.571,53.516000000000005,29.535 -2020-08-14 19:15:00,103.77,35.055,53.516000000000005,29.535 -2020-08-14 19:30:00,100.59,34.052,53.516000000000005,29.535 -2020-08-14 19:45:00,102.62,32.256,53.516000000000005,29.535 -2020-08-14 20:00:00,101.7,29.701999999999998,57.88,29.535 -2020-08-14 20:15:00,100.14,29.865,57.88,29.535 -2020-08-14 20:30:00,104.22,29.55,57.88,29.535 -2020-08-14 20:45:00,102.33,28.785999999999998,57.88,29.535 -2020-08-14 21:00:00,93.47,28.896,53.32,29.535 -2020-08-14 21:15:00,89.73,31.496,53.32,29.535 -2020-08-14 21:30:00,84.2,31.639,53.32,29.535 -2020-08-14 21:45:00,90.61,32.071999999999996,53.32,29.535 -2020-08-14 22:00:00,87.69,29.177,48.074,29.535 -2020-08-14 22:15:00,85.9,31.226999999999997,48.074,29.535 -2020-08-14 22:30:00,80.19,30.853,48.074,29.535 -2020-08-14 22:45:00,79.07,28.558000000000003,48.074,29.535 -2020-08-14 23:00:00,72.75,27.998,41.306999999999995,29.535 -2020-08-14 23:15:00,73.35,25.458000000000002,41.306999999999995,29.535 -2020-08-14 23:30:00,77.1,23.195,41.306999999999995,29.535 -2020-08-14 23:45:00,80.37,22.21,41.306999999999995,29.535 -2020-08-15 00:00:00,78.66,18.289,40.227,29.423000000000002 -2020-08-15 00:15:00,78.01,18.867,40.227,29.423000000000002 -2020-08-15 00:30:00,77.59,17.567,40.227,29.423000000000002 -2020-08-15 00:45:00,78.28,17.474,40.227,29.423000000000002 -2020-08-15 01:00:00,75.62,17.129,36.303000000000004,29.423000000000002 -2020-08-15 01:15:00,73.05,16.448,36.303000000000004,29.423000000000002 -2020-08-15 01:30:00,72.17,15.292,36.303000000000004,29.423000000000002 -2020-08-15 01:45:00,76.06,16.205,36.303000000000004,29.423000000000002 -2020-08-15 02:00:00,74.7,16.063,33.849000000000004,29.423000000000002 -2020-08-15 02:15:00,74.19,14.452,33.849000000000004,29.423000000000002 -2020-08-15 02:30:00,72.6,15.894,33.849000000000004,29.423000000000002 -2020-08-15 02:45:00,74.73,16.635,33.849000000000004,29.423000000000002 -2020-08-15 03:00:00,74.32,16.73,33.149,29.423000000000002 -2020-08-15 03:15:00,71.83,14.837,33.149,29.423000000000002 -2020-08-15 03:30:00,66.95,14.600999999999999,33.149,29.423000000000002 -2020-08-15 03:45:00,67.51,16.303,33.149,29.423000000000002 -2020-08-15 04:00:00,68.28,18.586,32.501,29.423000000000002 -2020-08-15 04:15:00,68.18,21.346999999999998,32.501,29.423000000000002 -2020-08-15 04:30:00,67.99,18.38,32.501,29.423000000000002 -2020-08-15 04:45:00,69.92,18.101,32.501,29.423000000000002 -2020-08-15 05:00:00,68.61,21.697,31.648000000000003,29.423000000000002 -2020-08-15 05:15:00,71.82,18.840999999999998,31.648000000000003,29.423000000000002 -2020-08-15 05:30:00,69.58,16.473,31.648000000000003,29.423000000000002 -2020-08-15 05:45:00,70.22,17.582,31.648000000000003,29.423000000000002 -2020-08-15 06:00:00,73.17,27.255,32.552,29.423000000000002 -2020-08-15 06:15:00,75.29,33.784,32.552,29.423000000000002 -2020-08-15 06:30:00,78.84,31.236,32.552,29.423000000000002 -2020-08-15 06:45:00,86.96,31.153000000000002,32.552,29.423000000000002 -2020-08-15 07:00:00,88.59,30.756,35.181999999999995,29.423000000000002 -2020-08-15 07:15:00,88.61,31.564,35.181999999999995,29.423000000000002 -2020-08-15 07:30:00,88.1,29.455,35.181999999999995,29.423000000000002 -2020-08-15 07:45:00,94.77,30.729,35.181999999999995,29.423000000000002 -2020-08-15 08:00:00,96.75,28.160999999999998,40.35,29.423000000000002 -2020-08-15 08:15:00,93.18,30.936999999999998,40.35,29.423000000000002 -2020-08-15 08:30:00,93.98,31.596,40.35,29.423000000000002 -2020-08-15 08:45:00,95.48,34.302,40.35,29.423000000000002 -2020-08-15 09:00:00,93.38,30.744,42.292,29.423000000000002 -2020-08-15 09:15:00,91.59,32.339,42.292,29.423000000000002 -2020-08-15 09:30:00,92.73,35.157,42.292,29.423000000000002 -2020-08-15 09:45:00,96.95,37.759,42.292,29.423000000000002 -2020-08-15 10:00:00,100.16,36.094,40.084,29.423000000000002 -2020-08-15 10:15:00,101.04,37.143,40.084,29.423000000000002 -2020-08-15 10:30:00,99.67,37.117,40.084,29.423000000000002 -2020-08-15 10:45:00,99.38,37.459,40.084,29.423000000000002 -2020-08-15 11:00:00,95.9,35.616,36.966,29.423000000000002 -2020-08-15 11:15:00,93.51,36.58,36.966,29.423000000000002 -2020-08-15 11:30:00,89.93,37.348,36.966,29.423000000000002 -2020-08-15 11:45:00,86.8,37.865,36.966,29.423000000000002 -2020-08-15 12:00:00,82.81,34.096,35.19,29.423000000000002 -2020-08-15 12:15:00,81.87,33.643,35.19,29.423000000000002 -2020-08-15 12:30:00,80.39,32.586999999999996,35.19,29.423000000000002 -2020-08-15 12:45:00,72.88,33.234,35.19,29.423000000000002 -2020-08-15 13:00:00,68.23,32.400999999999996,32.277,29.423000000000002 -2020-08-15 13:15:00,68.49,33.111999999999995,32.277,29.423000000000002 -2020-08-15 13:30:00,72.94,32.469,32.277,29.423000000000002 -2020-08-15 13:45:00,73.41,31.604,32.277,29.423000000000002 -2020-08-15 14:00:00,67.3,32.065,31.436999999999998,29.423000000000002 -2020-08-15 14:15:00,71.1,30.541999999999998,31.436999999999998,29.423000000000002 -2020-08-15 14:30:00,67.23,30.926,31.436999999999998,29.423000000000002 -2020-08-15 14:45:00,66.15,31.37,31.436999999999998,29.423000000000002 -2020-08-15 15:00:00,64.93,33.033,33.493,29.423000000000002 -2020-08-15 15:15:00,67.48,31.328000000000003,33.493,29.423000000000002 -2020-08-15 15:30:00,66.52,29.779,33.493,29.423000000000002 -2020-08-15 15:45:00,68.11,28.105999999999998,33.493,29.423000000000002 -2020-08-15 16:00:00,71.24,31.679000000000002,36.593,29.423000000000002 -2020-08-15 16:15:00,71.7,31.18,36.593,29.423000000000002 -2020-08-15 16:30:00,73.28,30.749000000000002,36.593,29.423000000000002 -2020-08-15 16:45:00,76.09,27.814,36.593,29.423000000000002 -2020-08-15 17:00:00,77.79,31.39,42.049,29.423000000000002 -2020-08-15 17:15:00,78.28,29.826,42.049,29.423000000000002 -2020-08-15 17:30:00,80.48,29.125999999999998,42.049,29.423000000000002 -2020-08-15 17:45:00,81.56,29.226,42.049,29.423000000000002 -2020-08-15 18:00:00,82.67,33.369,43.755,29.423000000000002 -2020-08-15 18:15:00,81.18,33.85,43.755,29.423000000000002 -2020-08-15 18:30:00,80.1,33.385,43.755,29.423000000000002 -2020-08-15 18:45:00,80.79,33.236,43.755,29.423000000000002 -2020-08-15 19:00:00,78.86,33.652,44.492,29.423000000000002 -2020-08-15 19:15:00,76.55,32.202,44.492,29.423000000000002 -2020-08-15 19:30:00,77.59,31.889,44.492,29.423000000000002 -2020-08-15 19:45:00,80.08,31.791,44.492,29.423000000000002 -2020-08-15 20:00:00,79.74,29.905,40.896,29.423000000000002 -2020-08-15 20:15:00,80.99,29.331,40.896,29.423000000000002 -2020-08-15 20:30:00,76.08,28.186999999999998,40.896,29.423000000000002 -2020-08-15 20:45:00,75.31,29.188000000000002,40.896,29.423000000000002 -2020-08-15 21:00:00,72.65,27.752,39.056,29.423000000000002 -2020-08-15 21:15:00,72.67,29.988000000000003,39.056,29.423000000000002 -2020-08-15 21:30:00,70.17,30.236,39.056,29.423000000000002 -2020-08-15 21:45:00,69.86,30.145,39.056,29.423000000000002 -2020-08-15 22:00:00,66.08,27.138,38.478,29.423000000000002 -2020-08-15 22:15:00,67.02,29.274,38.478,29.423000000000002 -2020-08-15 22:30:00,64.4,28.171999999999997,38.478,29.423000000000002 -2020-08-15 22:45:00,64.41,26.127,38.478,29.423000000000002 -2020-08-15 23:00:00,59.88,24.873,32.953,29.423000000000002 -2020-08-15 23:15:00,61.24,22.807,32.953,29.423000000000002 -2020-08-15 23:30:00,60.61,22.965,32.953,29.423000000000002 -2020-08-15 23:45:00,59.27,22.448,32.953,29.423000000000002 -2020-08-16 00:00:00,56.4,20.963,28.584,29.423000000000002 -2020-08-16 00:15:00,57.15,20.25,28.584,29.423000000000002 -2020-08-16 00:30:00,56.4,19.059,28.584,29.423000000000002 -2020-08-16 00:45:00,56.75,18.803,28.584,29.423000000000002 -2020-08-16 01:00:00,54.08,18.761,26.419,29.423000000000002 -2020-08-16 01:15:00,55.73,17.887999999999998,26.419,29.423000000000002 -2020-08-16 01:30:00,54.82,16.56,26.419,29.423000000000002 -2020-08-16 01:45:00,55.19,16.852,26.419,29.423000000000002 -2020-08-16 02:00:00,53.79,16.772000000000002,25.335,29.423000000000002 -2020-08-16 02:15:00,54.64,15.895999999999999,25.335,29.423000000000002 -2020-08-16 02:30:00,54.21,17.325,25.335,29.423000000000002 -2020-08-16 02:45:00,53.98,17.839000000000002,25.335,29.423000000000002 -2020-08-16 03:00:00,53.46,18.679000000000002,24.805,29.423000000000002 -2020-08-16 03:15:00,54.06,16.922,24.805,29.423000000000002 -2020-08-16 03:30:00,54.48,15.995999999999999,24.805,29.423000000000002 -2020-08-16 03:45:00,55.19,17.086,24.805,29.423000000000002 -2020-08-16 04:00:00,55.99,19.613,25.772,29.423000000000002 -2020-08-16 04:15:00,57.26,22.346,25.772,29.423000000000002 -2020-08-16 04:30:00,54.82,20.494,25.772,29.423000000000002 -2020-08-16 04:45:00,56.06,19.851,25.772,29.423000000000002 -2020-08-16 05:00:00,55.21,23.886,25.971999999999998,29.423000000000002 -2020-08-16 05:15:00,55.74,20.704,25.971999999999998,29.423000000000002 -2020-08-16 05:30:00,55.42,17.433,25.971999999999998,29.423000000000002 -2020-08-16 05:45:00,56.8,18.361,25.971999999999998,29.423000000000002 -2020-08-16 06:00:00,55.15,26.846999999999998,26.026,29.423000000000002 -2020-08-16 06:15:00,58.89,34.753,26.026,29.423000000000002 -2020-08-16 06:30:00,59.5,31.089000000000002,26.026,29.423000000000002 -2020-08-16 06:45:00,60.53,29.549,26.026,29.423000000000002 -2020-08-16 07:00:00,61.9,29.266,27.396,29.423000000000002 -2020-08-16 07:15:00,61.93,28.503,27.396,29.423000000000002 -2020-08-16 07:30:00,61.72,27.575,27.396,29.423000000000002 -2020-08-16 07:45:00,59.55,28.915,27.396,29.423000000000002 -2020-08-16 08:00:00,62.74,27.895,30.791999999999998,29.423000000000002 -2020-08-16 08:15:00,61.33,31.752,30.791999999999998,29.423000000000002 -2020-08-16 08:30:00,60.91,32.825,30.791999999999998,29.423000000000002 -2020-08-16 08:45:00,60.73,35.29,30.791999999999998,29.423000000000002 -2020-08-16 09:00:00,60.52,30.888,32.482,29.423000000000002 -2020-08-16 09:15:00,61.23,31.75,32.482,29.423000000000002 -2020-08-16 09:30:00,61.34,34.828,32.482,29.423000000000002 -2020-08-16 09:45:00,61.67,38.303000000000004,32.482,29.423000000000002 -2020-08-16 10:00:00,59.03,35.681,31.951,29.423000000000002 -2020-08-16 10:15:00,63.77,36.964,31.951,29.423000000000002 -2020-08-16 10:30:00,64.3,37.236,31.951,29.423000000000002 -2020-08-16 10:45:00,64.55,39.031,31.951,29.423000000000002 -2020-08-16 11:00:00,62.19,37.029,33.619,29.423000000000002 -2020-08-16 11:15:00,61.81,37.51,33.619,29.423000000000002 -2020-08-16 11:30:00,60.1,38.786,33.619,29.423000000000002 -2020-08-16 11:45:00,59.33,39.66,33.619,29.423000000000002 -2020-08-16 12:00:00,56.59,37.803000000000004,30.975,29.423000000000002 -2020-08-16 12:15:00,56.52,36.787,30.975,29.423000000000002 -2020-08-16 12:30:00,56.09,36.008,30.975,29.423000000000002 -2020-08-16 12:45:00,54.79,36.227,30.975,29.423000000000002 -2020-08-16 13:00:00,51.28,35.288000000000004,27.956999999999997,29.423000000000002 -2020-08-16 13:15:00,55.09,35.214,27.956999999999997,29.423000000000002 -2020-08-16 13:30:00,52.21,33.672,27.956999999999997,29.423000000000002 -2020-08-16 13:45:00,54.84,33.584,27.956999999999997,29.423000000000002 -2020-08-16 14:00:00,55.31,35.247,25.555999999999997,29.423000000000002 -2020-08-16 14:15:00,56.62,34.028,25.555999999999997,29.423000000000002 -2020-08-16 14:30:00,54.58,32.937,25.555999999999997,29.423000000000002 -2020-08-16 14:45:00,56.86,32.461,25.555999999999997,29.423000000000002 -2020-08-16 15:00:00,58.29,34.168,26.271,29.423000000000002 -2020-08-16 15:15:00,58.87,31.699,26.271,29.423000000000002 -2020-08-16 15:30:00,54.96,29.926,26.271,29.423000000000002 -2020-08-16 15:45:00,59.3,28.335,26.271,29.423000000000002 -2020-08-16 16:00:00,63.28,30.392,30.369,29.423000000000002 -2020-08-16 16:15:00,64.29,30.148000000000003,30.369,29.423000000000002 -2020-08-16 16:30:00,66.51,30.853,30.369,29.423000000000002 -2020-08-16 16:45:00,70.7,27.897,30.369,29.423000000000002 -2020-08-16 17:00:00,74.15,31.488000000000003,38.787,29.423000000000002 -2020-08-16 17:15:00,75.05,31.449,38.787,29.423000000000002 -2020-08-16 17:30:00,76.55,31.503,38.787,29.423000000000002 -2020-08-16 17:45:00,77.73,31.592,38.787,29.423000000000002 -2020-08-16 18:00:00,80.1,35.961,41.886,29.423000000000002 -2020-08-16 18:15:00,79.15,35.951,41.886,29.423000000000002 -2020-08-16 18:30:00,78.57,35.23,41.886,29.423000000000002 -2020-08-16 18:45:00,78.39,35.485,41.886,29.423000000000002 -2020-08-16 19:00:00,77.11,37.847,42.91,29.423000000000002 -2020-08-16 19:15:00,78.29,35.399,42.91,29.423000000000002 -2020-08-16 19:30:00,80.1,34.857,42.91,29.423000000000002 -2020-08-16 19:45:00,82.78,34.594,42.91,29.423000000000002 -2020-08-16 20:00:00,82.35,32.407,42.148999999999994,29.423000000000002 -2020-08-16 20:15:00,81.74,32.199,42.148999999999994,29.423000000000002 -2020-08-16 20:30:00,81.4,31.858,42.148999999999994,29.423000000000002 -2020-08-16 20:45:00,81.03,31.601,42.148999999999994,29.423000000000002 -2020-08-16 21:00:00,79.1,29.82,40.955999999999996,29.423000000000002 -2020-08-16 21:15:00,80.28,32.325,40.955999999999996,29.423000000000002 -2020-08-16 21:30:00,78.42,32.105,40.955999999999996,29.423000000000002 -2020-08-16 21:45:00,77.85,32.394,40.955999999999996,29.423000000000002 -2020-08-16 22:00:00,73.71,31.552,39.873000000000005,29.423000000000002 -2020-08-16 22:15:00,74.13,31.956,39.873000000000005,29.423000000000002 -2020-08-16 22:30:00,70.68,30.46,39.873000000000005,29.423000000000002 -2020-08-16 22:45:00,73.48,27.304000000000002,39.873000000000005,29.423000000000002 -2020-08-16 23:00:00,66.63,25.803,35.510999999999996,29.423000000000002 -2020-08-16 23:15:00,68.8,24.945999999999998,35.510999999999996,29.423000000000002 -2020-08-16 23:30:00,67.36,24.513,35.510999999999996,29.423000000000002 -2020-08-16 23:45:00,68.31,24.014,35.510999999999996,29.423000000000002 -2020-08-17 00:00:00,67.08,22.375,33.475,29.535 -2020-08-17 00:15:00,66.94,22.315,33.475,29.535 -2020-08-17 00:30:00,66.43,20.779,33.475,29.535 -2020-08-17 00:45:00,66.96,20.184,33.475,29.535 -2020-08-17 01:00:00,64.35,20.474,33.111,29.535 -2020-08-17 01:15:00,65.92,19.635,33.111,29.535 -2020-08-17 01:30:00,65.15,18.643,33.111,29.535 -2020-08-17 01:45:00,64.74,18.845,33.111,29.535 -2020-08-17 02:00:00,65.98,19.177,32.358000000000004,29.535 -2020-08-17 02:15:00,72.77,17.374000000000002,32.358000000000004,29.535 -2020-08-17 02:30:00,73.53,18.923,32.358000000000004,29.535 -2020-08-17 02:45:00,69.28,19.314,32.358000000000004,29.535 -2020-08-17 03:00:00,66.89,20.573,30.779,29.535 -2020-08-17 03:15:00,67.8,19.445999999999998,30.779,29.535 -2020-08-17 03:30:00,71.43,19.149,30.779,29.535 -2020-08-17 03:45:00,74.75,19.83,30.779,29.535 -2020-08-17 04:00:00,80.78,25.086,31.416,29.535 -2020-08-17 04:15:00,87.43,30.389,31.416,29.535 -2020-08-17 04:30:00,90.67,28.061,31.416,29.535 -2020-08-17 04:45:00,90.09,27.750999999999998,31.416,29.535 -2020-08-17 05:00:00,93.62,38.103,37.221,29.535 -2020-08-17 05:15:00,96.83,43.934,37.221,29.535 -2020-08-17 05:30:00,105.37,39.284,37.221,29.535 -2020-08-17 05:45:00,108.9,37.507,37.221,29.535 -2020-08-17 06:00:00,113.83,36.976,51.891000000000005,29.535 -2020-08-17 06:15:00,111.93,36.961,51.891000000000005,29.535 -2020-08-17 06:30:00,116.33,36.743,51.891000000000005,29.535 -2020-08-17 06:45:00,116.15,39.816,51.891000000000005,29.535 -2020-08-17 07:00:00,119.7,39.711999999999996,62.282,29.535 -2020-08-17 07:15:00,114.94,40.998000000000005,62.282,29.535 -2020-08-17 07:30:00,113.97,39.330999999999996,62.282,29.535 -2020-08-17 07:45:00,116.01,40.996,62.282,29.535 -2020-08-17 08:00:00,116.0,38.075,54.102,29.535 -2020-08-17 08:15:00,113.19,40.864000000000004,54.102,29.535 -2020-08-17 08:30:00,108.1,41.148,54.102,29.535 -2020-08-17 08:45:00,111.95,43.861000000000004,54.102,29.535 -2020-08-17 09:00:00,116.11,38.529,50.917,29.535 -2020-08-17 09:15:00,113.89,37.845,50.917,29.535 -2020-08-17 09:30:00,111.12,40.088,50.917,29.535 -2020-08-17 09:45:00,106.99,41.456,50.917,29.535 -2020-08-17 10:00:00,109.37,39.195,49.718999999999994,29.535 -2020-08-17 10:15:00,108.32,40.332,49.718999999999994,29.535 -2020-08-17 10:30:00,115.64,40.201,49.718999999999994,29.535 -2020-08-17 10:45:00,113.32,40.523,49.718999999999994,29.535 -2020-08-17 11:00:00,109.23,38.788000000000004,49.833999999999996,29.535 -2020-08-17 11:15:00,106.15,39.465,49.833999999999996,29.535 -2020-08-17 11:30:00,106.16,41.331,49.833999999999996,29.535 -2020-08-17 11:45:00,112.52,42.663999999999994,49.833999999999996,29.535 -2020-08-17 12:00:00,113.63,39.105,47.832,29.535 -2020-08-17 12:15:00,106.33,38.181,47.832,29.535 -2020-08-17 12:30:00,107.11,36.42,47.832,29.535 -2020-08-17 12:45:00,107.04,36.57,47.832,29.535 -2020-08-17 13:00:00,103.37,36.479,48.03,29.535 -2020-08-17 13:15:00,102.48,35.629,48.03,29.535 -2020-08-17 13:30:00,104.21,34.259,48.03,29.535 -2020-08-17 13:45:00,102.22,35.001,48.03,29.535 -2020-08-17 14:00:00,103.51,35.816,48.157,29.535 -2020-08-17 14:15:00,99.38,35.17,48.157,29.535 -2020-08-17 14:30:00,99.26,33.96,48.157,29.535 -2020-08-17 14:45:00,99.3,35.389,48.157,29.535 -2020-08-17 15:00:00,102.77,36.656,48.897,29.535 -2020-08-17 15:15:00,101.97,33.701,48.897,29.535 -2020-08-17 15:30:00,103.47,32.678000000000004,48.897,29.535 -2020-08-17 15:45:00,104.76,30.66,48.897,29.535 -2020-08-17 16:00:00,106.74,33.74,51.446000000000005,29.535 -2020-08-17 16:15:00,109.18,33.586,51.446000000000005,29.535 -2020-08-17 16:30:00,111.89,33.715,51.446000000000005,29.535 -2020-08-17 16:45:00,110.39,30.851,51.446000000000005,29.535 -2020-08-17 17:00:00,109.89,33.382,57.507,29.535 -2020-08-17 17:15:00,108.72,33.742,57.507,29.535 -2020-08-17 17:30:00,109.15,33.471,57.507,29.535 -2020-08-17 17:45:00,108.54,33.272,57.507,29.535 -2020-08-17 18:00:00,108.29,36.677,57.896,29.535 -2020-08-17 18:15:00,107.32,35.067,57.896,29.535 -2020-08-17 18:30:00,107.79,33.650999999999996,57.896,29.535 -2020-08-17 18:45:00,106.79,36.765,57.896,29.535 -2020-08-17 19:00:00,113.59,38.936,57.891999999999996,29.535 -2020-08-17 19:15:00,107.67,37.709,57.891999999999996,29.535 -2020-08-17 19:30:00,110.58,36.824,57.891999999999996,29.535 -2020-08-17 19:45:00,109.62,36.025999999999996,57.891999999999996,29.535 -2020-08-17 20:00:00,102.56,32.74,64.57300000000001,29.535 -2020-08-17 20:15:00,100.21,33.866,64.57300000000001,29.535 -2020-08-17 20:30:00,98.27,34.029,64.57300000000001,29.535 -2020-08-17 20:45:00,99.3,33.9,64.57300000000001,29.535 -2020-08-17 21:00:00,95.28,31.535,59.431999999999995,29.535 -2020-08-17 21:15:00,96.5,34.459,59.431999999999995,29.535 -2020-08-17 21:30:00,93.09,34.631,59.431999999999995,29.535 -2020-08-17 21:45:00,92.08,34.704,59.431999999999995,29.535 -2020-08-17 22:00:00,89.32,32.049,51.519,29.535 -2020-08-17 22:15:00,87.02,34.274,51.519,29.535 -2020-08-17 22:30:00,82.96,29.033,51.519,29.535 -2020-08-17 22:45:00,87.26,25.968000000000004,51.519,29.535 -2020-08-17 23:00:00,83.17,24.506999999999998,44.501000000000005,29.535 -2020-08-17 23:15:00,84.93,22.086,44.501000000000005,29.535 -2020-08-17 23:30:00,79.26,21.566999999999997,44.501000000000005,29.535 -2020-08-17 23:45:00,75.42,20.524,44.501000000000005,29.535 -2020-08-18 00:00:00,80.51,20.454,44.522,29.535 -2020-08-18 00:15:00,81.43,21.15,44.522,29.535 -2020-08-18 00:30:00,80.49,20.289,44.522,29.535 -2020-08-18 00:45:00,75.85,20.444000000000003,44.522,29.535 -2020-08-18 01:00:00,72.88,20.229,41.441,29.535 -2020-08-18 01:15:00,73.3,19.511,41.441,29.535 -2020-08-18 01:30:00,75.87,18.41,41.441,29.535 -2020-08-18 01:45:00,80.87,18.136,41.441,29.535 -2020-08-18 02:00:00,81.98,18.032,40.203,29.535 -2020-08-18 02:15:00,79.19,17.307000000000002,40.203,29.535 -2020-08-18 02:30:00,76.72,18.492,40.203,29.535 -2020-08-18 02:45:00,82.03,19.179000000000002,40.203,29.535 -2020-08-18 03:00:00,82.91,19.949,39.536,29.535 -2020-08-18 03:15:00,82.37,19.711,39.536,29.535 -2020-08-18 03:30:00,78.01,19.379,39.536,29.535 -2020-08-18 03:45:00,83.18,19.037,39.536,29.535 -2020-08-18 04:00:00,90.43,23.16,40.759,29.535 -2020-08-18 04:15:00,92.1,28.493000000000002,40.759,29.535 -2020-08-18 04:30:00,89.48,26.066999999999997,40.759,29.535 -2020-08-18 04:45:00,92.67,26.177,40.759,29.535 -2020-08-18 05:00:00,97.83,37.921,43.623999999999995,29.535 -2020-08-18 05:15:00,105.65,44.367,43.623999999999995,29.535 -2020-08-18 05:30:00,111.86,39.913000000000004,43.623999999999995,29.535 -2020-08-18 05:45:00,115.65,37.446,43.623999999999995,29.535 -2020-08-18 06:00:00,116.29,37.865,52.684,29.535 -2020-08-18 06:15:00,117.43,38.018,52.684,29.535 -2020-08-18 06:30:00,123.82,37.52,52.684,29.535 -2020-08-18 06:45:00,129.27,39.798,52.684,29.535 -2020-08-18 07:00:00,135.91,39.836,62.676,29.535 -2020-08-18 07:15:00,126.32,40.907,62.676,29.535 -2020-08-18 07:30:00,127.7,39.289,62.676,29.535 -2020-08-18 07:45:00,125.98,40.064,62.676,29.535 -2020-08-18 08:00:00,127.08,37.076,56.161,29.535 -2020-08-18 08:15:00,131.88,39.455,56.161,29.535 -2020-08-18 08:30:00,134.91,39.891,56.161,29.535 -2020-08-18 08:45:00,131.78,41.751000000000005,56.161,29.535 -2020-08-18 09:00:00,132.31,36.759,52.132,29.535 -2020-08-18 09:15:00,134.14,35.897,52.132,29.535 -2020-08-18 09:30:00,140.01,38.738,52.132,29.535 -2020-08-18 09:45:00,140.34,41.32,52.132,29.535 -2020-08-18 10:00:00,137.81,37.816,51.032,29.535 -2020-08-18 10:15:00,133.5,38.835,51.032,29.535 -2020-08-18 10:30:00,134.66,38.716,51.032,29.535 -2020-08-18 10:45:00,131.74,39.949,51.032,29.535 -2020-08-18 11:00:00,125.16,38.181,51.085,29.535 -2020-08-18 11:15:00,124.46,39.236,51.085,29.535 -2020-08-18 11:30:00,124.13,40.074,51.085,29.535 -2020-08-18 11:45:00,115.02,40.953,51.085,29.535 -2020-08-18 12:00:00,109.2,37.262,49.049,29.535 -2020-08-18 12:15:00,108.88,36.66,49.049,29.535 -2020-08-18 12:30:00,112.98,35.681999999999995,49.049,29.535 -2020-08-18 12:45:00,115.32,36.479,49.049,29.535 -2020-08-18 13:00:00,108.39,36.041,49.722,29.535 -2020-08-18 13:15:00,111.75,36.867,49.722,29.535 -2020-08-18 13:30:00,111.55,35.42,49.722,29.535 -2020-08-18 13:45:00,107.18,35.269,49.722,29.535 -2020-08-18 14:00:00,114.92,36.473,49.565,29.535 -2020-08-18 14:15:00,117.53,35.641999999999996,49.565,29.535 -2020-08-18 14:30:00,117.41,34.726,49.565,29.535 -2020-08-18 14:45:00,113.97,35.425,49.565,29.535 -2020-08-18 15:00:00,104.47,36.525,51.108999999999995,29.535 -2020-08-18 15:15:00,107.86,34.426,51.108999999999995,29.535 -2020-08-18 15:30:00,116.75,33.21,51.108999999999995,29.535 -2020-08-18 15:45:00,114.65,31.535999999999998,51.108999999999995,29.535 -2020-08-18 16:00:00,112.4,33.915,52.725,29.535 -2020-08-18 16:15:00,114.87,33.833,52.725,29.535 -2020-08-18 16:30:00,114.02,33.6,52.725,29.535 -2020-08-18 16:45:00,116.97,31.426,52.725,29.535 -2020-08-18 17:00:00,113.73,34.107,58.031000000000006,29.535 -2020-08-18 17:15:00,110.05,34.88,58.031000000000006,29.535 -2020-08-18 17:30:00,118.5,34.19,58.031000000000006,29.535 -2020-08-18 17:45:00,119.33,33.718,58.031000000000006,29.535 -2020-08-18 18:00:00,122.4,36.251999999999995,58.338,29.535 -2020-08-18 18:15:00,114.26,36.035,58.338,29.535 -2020-08-18 18:30:00,115.94,34.396,58.338,29.535 -2020-08-18 18:45:00,118.08,37.306999999999995,58.338,29.535 -2020-08-18 19:00:00,107.79,38.418,58.464,29.535 -2020-08-18 19:15:00,104.16,37.361,58.464,29.535 -2020-08-18 19:30:00,111.36,36.297,58.464,29.535 -2020-08-18 19:45:00,113.13,35.806,58.464,29.535 -2020-08-18 20:00:00,106.38,32.879,63.708,29.535 -2020-08-18 20:15:00,103.17,32.701,63.708,29.535 -2020-08-18 20:30:00,98.53,32.858000000000004,63.708,29.535 -2020-08-18 20:45:00,97.08,33.101,63.708,29.535 -2020-08-18 21:00:00,89.74,31.555,57.06399999999999,29.535 -2020-08-18 21:15:00,91.57,33.103,57.06399999999999,29.535 -2020-08-18 21:30:00,86.58,33.452,57.06399999999999,29.535 -2020-08-18 21:45:00,86.69,33.669000000000004,57.06399999999999,29.535 -2020-08-18 22:00:00,80.92,31.107,52.831,29.535 -2020-08-18 22:15:00,81.51,33.018,52.831,29.535 -2020-08-18 22:30:00,80.13,28.011999999999997,52.831,29.535 -2020-08-18 22:45:00,79.13,24.936999999999998,52.831,29.535 -2020-08-18 23:00:00,72.87,22.809,44.717,29.535 -2020-08-18 23:15:00,76.22,21.831999999999997,44.717,29.535 -2020-08-18 23:30:00,77.08,21.331,44.717,29.535 -2020-08-18 23:45:00,78.95,20.47,44.717,29.535 -2020-08-19 00:00:00,75.55,20.588,41.263000000000005,29.535 -2020-08-19 00:15:00,74.25,21.284000000000002,41.263000000000005,29.535 -2020-08-19 00:30:00,73.14,20.428,41.263000000000005,29.535 -2020-08-19 00:45:00,73.85,20.59,41.263000000000005,29.535 -2020-08-19 01:00:00,72.97,20.358,38.448,29.535 -2020-08-19 01:15:00,75.56,19.652,38.448,29.535 -2020-08-19 01:30:00,70.9,18.563,38.448,29.535 -2020-08-19 01:45:00,73.95,18.288,38.448,29.535 -2020-08-19 02:00:00,73.83,18.187,36.471,29.535 -2020-08-19 02:15:00,75.11,17.482,36.471,29.535 -2020-08-19 02:30:00,74.21,18.646,36.471,29.535 -2020-08-19 02:45:00,74.47,19.331,36.471,29.535 -2020-08-19 03:00:00,76.06,20.089000000000002,36.042,29.535 -2020-08-19 03:15:00,77.07,19.866,36.042,29.535 -2020-08-19 03:30:00,74.69,19.54,36.042,29.535 -2020-08-19 03:45:00,84.15,19.194000000000003,36.042,29.535 -2020-08-19 04:00:00,90.54,23.335,36.705,29.535 -2020-08-19 04:15:00,91.52,28.679000000000002,36.705,29.535 -2020-08-19 04:30:00,88.4,26.26,36.705,29.535 -2020-08-19 04:45:00,91.16,26.372,36.705,29.535 -2020-08-19 05:00:00,95.33,38.171,39.716,29.535 -2020-08-19 05:15:00,104.66,44.675,39.716,29.535 -2020-08-19 05:30:00,106.17,40.223,39.716,29.535 -2020-08-19 05:45:00,113.8,37.723,39.716,29.535 -2020-08-19 06:00:00,118.61,38.113,52.756,29.535 -2020-08-19 06:15:00,117.99,38.286,52.756,29.535 -2020-08-19 06:30:00,114.51,37.786,52.756,29.535 -2020-08-19 06:45:00,111.03,40.067,52.756,29.535 -2020-08-19 07:00:00,120.0,40.104,65.977,29.535 -2020-08-19 07:15:00,121.82,41.191,65.977,29.535 -2020-08-19 07:30:00,118.1,39.595,65.977,29.535 -2020-08-19 07:45:00,117.26,40.374,65.977,29.535 -2020-08-19 08:00:00,114.13,37.389,57.927,29.535 -2020-08-19 08:15:00,117.26,39.741,57.927,29.535 -2020-08-19 08:30:00,120.28,40.171,57.927,29.535 -2020-08-19 08:45:00,118.51,42.016999999999996,57.927,29.535 -2020-08-19 09:00:00,117.01,37.033,54.86,29.535 -2020-08-19 09:15:00,114.75,36.162,54.86,29.535 -2020-08-19 09:30:00,117.13,38.986999999999995,54.86,29.535 -2020-08-19 09:45:00,112.52,41.547,54.86,29.535 -2020-08-19 10:00:00,114.95,38.043,52.818000000000005,29.535 -2020-08-19 10:15:00,116.13,39.04,52.818000000000005,29.535 -2020-08-19 10:30:00,116.65,38.913000000000004,52.818000000000005,29.535 -2020-08-19 10:45:00,111.6,40.138000000000005,52.818000000000005,29.535 -2020-08-19 11:00:00,110.58,38.38,52.937,29.535 -2020-08-19 11:15:00,112.5,39.426,52.937,29.535 -2020-08-19 11:30:00,112.13,40.26,52.937,29.535 -2020-08-19 11:45:00,111.52,41.125,52.937,29.535 -2020-08-19 12:00:00,106.13,37.423,50.826,29.535 -2020-08-19 12:15:00,106.08,36.811,50.826,29.535 -2020-08-19 12:30:00,106.22,35.847,50.826,29.535 -2020-08-19 12:45:00,115.53,36.633,50.826,29.535 -2020-08-19 13:00:00,113.75,36.177,50.556000000000004,29.535 -2020-08-19 13:15:00,112.48,36.993,50.556000000000004,29.535 -2020-08-19 13:30:00,105.73,35.543,50.556000000000004,29.535 -2020-08-19 13:45:00,105.62,35.400999999999996,50.556000000000004,29.535 -2020-08-19 14:00:00,109.57,36.584,51.188,29.535 -2020-08-19 14:15:00,112.24,35.759,51.188,29.535 -2020-08-19 14:30:00,108.23,34.856,51.188,29.535 -2020-08-19 14:45:00,107.5,35.559,51.188,29.535 -2020-08-19 15:00:00,109.94,36.618,52.976000000000006,29.535 -2020-08-19 15:15:00,110.19,34.525999999999996,52.976000000000006,29.535 -2020-08-19 15:30:00,105.86,33.321999999999996,52.976000000000006,29.535 -2020-08-19 15:45:00,109.9,31.653000000000002,52.976000000000006,29.535 -2020-08-19 16:00:00,110.95,34.01,55.463,29.535 -2020-08-19 16:15:00,112.44,33.936,55.463,29.535 -2020-08-19 16:30:00,109.15,33.707,55.463,29.535 -2020-08-19 16:45:00,107.57,31.572,55.463,29.535 -2020-08-19 17:00:00,115.26,34.226,59.435,29.535 -2020-08-19 17:15:00,118.06,35.025,59.435,29.535 -2020-08-19 17:30:00,118.86,34.346,59.435,29.535 -2020-08-19 17:45:00,116.17,33.907,59.435,29.535 -2020-08-19 18:00:00,112.79,36.433,61.387,29.535 -2020-08-19 18:15:00,115.1,36.225,61.387,29.535 -2020-08-19 18:30:00,118.21,34.598,61.387,29.535 -2020-08-19 18:45:00,118.6,37.507,61.387,29.535 -2020-08-19 19:00:00,113.59,38.624,63.323,29.535 -2020-08-19 19:15:00,106.04,37.567,63.323,29.535 -2020-08-19 19:30:00,112.3,36.503,63.323,29.535 -2020-08-19 19:45:00,112.18,36.016,63.323,29.535 -2020-08-19 20:00:00,107.02,33.094,69.083,29.535 -2020-08-19 20:15:00,107.02,32.918,69.083,29.535 -2020-08-19 20:30:00,100.41,33.061,69.083,29.535 -2020-08-19 20:45:00,98.9,33.274,69.083,29.535 -2020-08-19 21:00:00,94.63,31.729,59.957,29.535 -2020-08-19 21:15:00,94.3,33.27,59.957,29.535 -2020-08-19 21:30:00,91.09,33.616,59.957,29.535 -2020-08-19 21:45:00,88.92,33.804,59.957,29.535 -2020-08-19 22:00:00,81.63,31.223000000000003,53.821000000000005,29.535 -2020-08-19 22:15:00,84.95,33.12,53.821000000000005,29.535 -2020-08-19 22:30:00,83.56,28.084,53.821000000000005,29.535 -2020-08-19 22:45:00,83.98,25.009,53.821000000000005,29.535 -2020-08-19 23:00:00,74.72,22.921,45.458,29.535 -2020-08-19 23:15:00,78.64,21.933000000000003,45.458,29.535 -2020-08-19 23:30:00,74.14,21.443,45.458,29.535 -2020-08-19 23:45:00,79.63,20.586,45.458,29.535 -2020-08-20 00:00:00,73.64,20.724,40.36,29.535 -2020-08-20 00:15:00,75.13,21.421,40.36,29.535 -2020-08-20 00:30:00,70.59,20.57,40.36,29.535 -2020-08-20 00:45:00,74.45,20.739,40.36,29.535 -2020-08-20 01:00:00,72.22,20.49,38.552,29.535 -2020-08-20 01:15:00,74.16,19.795,38.552,29.535 -2020-08-20 01:30:00,75.17,18.719,38.552,29.535 -2020-08-20 01:45:00,81.58,18.444000000000003,38.552,29.535 -2020-08-20 02:00:00,80.48,18.346,36.895,29.535 -2020-08-20 02:15:00,77.16,17.660999999999998,36.895,29.535 -2020-08-20 02:30:00,74.84,18.802,36.895,29.535 -2020-08-20 02:45:00,76.18,19.485,36.895,29.535 -2020-08-20 03:00:00,77.16,20.230999999999998,36.565,29.535 -2020-08-20 03:15:00,76.8,20.024,36.565,29.535 -2020-08-20 03:30:00,77.13,19.705,36.565,29.535 -2020-08-20 03:45:00,81.08,19.352999999999998,36.565,29.535 -2020-08-20 04:00:00,82.53,23.513,37.263000000000005,29.535 -2020-08-20 04:15:00,85.3,28.87,37.263000000000005,29.535 -2020-08-20 04:30:00,89.78,26.456,37.263000000000005,29.535 -2020-08-20 04:45:00,92.89,26.572,37.263000000000005,29.535 -2020-08-20 05:00:00,100.42,38.428000000000004,40.412,29.535 -2020-08-20 05:15:00,97.56,44.992,40.412,29.535 -2020-08-20 05:30:00,104.41,40.54,40.412,29.535 -2020-08-20 05:45:00,114.19,38.008,40.412,29.535 -2020-08-20 06:00:00,118.96,38.368,49.825,29.535 -2020-08-20 06:15:00,118.57,38.561,49.825,29.535 -2020-08-20 06:30:00,115.56,38.058,49.825,29.535 -2020-08-20 06:45:00,116.37,40.343,49.825,29.535 -2020-08-20 07:00:00,117.94,40.379,61.082,29.535 -2020-08-20 07:15:00,121.74,41.48,61.082,29.535 -2020-08-20 07:30:00,117.74,39.907,61.082,29.535 -2020-08-20 07:45:00,117.37,40.691,61.082,29.535 -2020-08-20 08:00:00,119.5,37.708,53.961999999999996,29.535 -2020-08-20 08:15:00,119.23,40.032,53.961999999999996,29.535 -2020-08-20 08:30:00,117.61,40.457,53.961999999999996,29.535 -2020-08-20 08:45:00,119.25,42.288999999999994,53.961999999999996,29.535 -2020-08-20 09:00:00,121.78,37.311,50.06100000000001,29.535 -2020-08-20 09:15:00,121.69,36.431999999999995,50.06100000000001,29.535 -2020-08-20 09:30:00,113.46,39.24,50.06100000000001,29.535 -2020-08-20 09:45:00,113.9,41.778,50.06100000000001,29.535 -2020-08-20 10:00:00,119.89,38.274,47.68,29.535 -2020-08-20 10:15:00,119.66,39.247,47.68,29.535 -2020-08-20 10:30:00,118.06,39.114000000000004,47.68,29.535 -2020-08-20 10:45:00,111.47,40.330999999999996,47.68,29.535 -2020-08-20 11:00:00,110.59,38.582,45.93899999999999,29.535 -2020-08-20 11:15:00,113.71,39.62,45.93899999999999,29.535 -2020-08-20 11:30:00,113.77,40.45,45.93899999999999,29.535 -2020-08-20 11:45:00,113.94,41.301,45.93899999999999,29.535 -2020-08-20 12:00:00,110.52,37.588,43.648999999999994,29.535 -2020-08-20 12:15:00,113.88,36.965,43.648999999999994,29.535 -2020-08-20 12:30:00,114.93,36.016,43.648999999999994,29.535 -2020-08-20 12:45:00,114.05,36.791,43.648999999999994,29.535 -2020-08-20 13:00:00,113.61,36.317,42.801,29.535 -2020-08-20 13:15:00,115.95,37.122,42.801,29.535 -2020-08-20 13:30:00,127.37,35.669000000000004,42.801,29.535 -2020-08-20 13:45:00,125.7,35.538000000000004,42.801,29.535 -2020-08-20 14:00:00,120.24,36.696999999999996,43.24,29.535 -2020-08-20 14:15:00,116.22,35.878,43.24,29.535 -2020-08-20 14:30:00,117.36,34.991,43.24,29.535 -2020-08-20 14:45:00,120.32,35.696,43.24,29.535 -2020-08-20 15:00:00,118.94,36.713,45.04600000000001,29.535 -2020-08-20 15:15:00,113.51,34.626999999999995,45.04600000000001,29.535 -2020-08-20 15:30:00,112.59,33.437,45.04600000000001,29.535 -2020-08-20 15:45:00,117.13,31.774,45.04600000000001,29.535 -2020-08-20 16:00:00,112.87,34.106,46.568000000000005,29.535 -2020-08-20 16:15:00,107.6,34.041,46.568000000000005,29.535 -2020-08-20 16:30:00,113.61,33.817,46.568000000000005,29.535 -2020-08-20 16:45:00,113.75,31.721,46.568000000000005,29.535 -2020-08-20 17:00:00,116.5,34.345,50.618,29.535 -2020-08-20 17:15:00,117.63,35.172,50.618,29.535 -2020-08-20 17:30:00,118.34,34.506,50.618,29.535 -2020-08-20 17:45:00,121.4,34.099000000000004,50.618,29.535 -2020-08-20 18:00:00,121.03,36.616,52.806999999999995,29.535 -2020-08-20 18:15:00,118.78,36.42,52.806999999999995,29.535 -2020-08-20 18:30:00,118.33,34.802,52.806999999999995,29.535 -2020-08-20 18:45:00,113.93,37.711,52.806999999999995,29.535 -2020-08-20 19:00:00,110.67,38.834,53.464,29.535 -2020-08-20 19:15:00,108.18,37.775999999999996,53.464,29.535 -2020-08-20 19:30:00,108.15,36.714,53.464,29.535 -2020-08-20 19:45:00,108.46,36.23,53.464,29.535 -2020-08-20 20:00:00,104.07,33.314,56.753,29.535 -2020-08-20 20:15:00,102.81,33.14,56.753,29.535 -2020-08-20 20:30:00,101.22,33.266999999999996,56.753,29.535 -2020-08-20 20:45:00,100.86,33.449,56.753,29.535 -2020-08-20 21:00:00,93.78,31.909000000000002,52.506,29.535 -2020-08-20 21:15:00,95.92,33.44,52.506,29.535 -2020-08-20 21:30:00,88.69,33.784,52.506,29.535 -2020-08-20 21:45:00,90.87,33.941,52.506,29.535 -2020-08-20 22:00:00,83.08,31.343000000000004,48.163000000000004,29.535 -2020-08-20 22:15:00,86.43,33.224000000000004,48.163000000000004,29.535 -2020-08-20 22:30:00,83.99,28.158,48.163000000000004,29.535 -2020-08-20 22:45:00,83.77,25.084,48.163000000000004,29.535 -2020-08-20 23:00:00,75.0,23.035,42.379,29.535 -2020-08-20 23:15:00,77.96,22.035,42.379,29.535 -2020-08-20 23:30:00,75.78,21.557,42.379,29.535 -2020-08-20 23:45:00,78.91,20.704,42.379,29.535 -2020-08-21 00:00:00,75.42,19.239,38.505,29.535 -2020-08-21 00:15:00,75.15,20.131,38.505,29.535 -2020-08-21 00:30:00,73.55,19.534000000000002,38.505,29.535 -2020-08-21 00:45:00,74.33,20.096,38.505,29.535 -2020-08-21 01:00:00,73.08,19.484,37.004,29.535 -2020-08-21 01:15:00,73.78,18.242,37.004,29.535 -2020-08-21 01:30:00,73.77,17.834,37.004,29.535 -2020-08-21 01:45:00,80.71,17.328,37.004,29.535 -2020-08-21 02:00:00,81.21,18.083,36.098,29.535 -2020-08-21 02:15:00,77.73,17.374000000000002,36.098,29.535 -2020-08-21 02:30:00,74.39,19.24,36.098,29.535 -2020-08-21 02:45:00,75.1,19.294,36.098,29.535 -2020-08-21 03:00:00,77.31,20.749000000000002,36.561,29.535 -2020-08-21 03:15:00,77.03,19.445,36.561,29.535 -2020-08-21 03:30:00,76.96,18.914,36.561,29.535 -2020-08-21 03:45:00,83.38,19.355,36.561,29.535 -2020-08-21 04:00:00,88.24,23.659000000000002,37.355,29.535 -2020-08-21 04:15:00,91.71,27.607,37.355,29.535 -2020-08-21 04:30:00,90.26,26.066,37.355,29.535 -2020-08-21 04:45:00,91.87,25.607,37.355,29.535 -2020-08-21 05:00:00,99.2,37.098,40.285,29.535 -2020-08-21 05:15:00,102.18,44.583,40.285,29.535 -2020-08-21 05:30:00,106.7,40.306,40.285,29.535 -2020-08-21 05:45:00,115.67,37.338,40.285,29.535 -2020-08-21 06:00:00,123.11,37.869,52.378,29.535 -2020-08-21 06:15:00,120.91,38.234,52.378,29.535 -2020-08-21 06:30:00,123.41,37.684,52.378,29.535 -2020-08-21 06:45:00,127.16,39.852,52.378,29.535 -2020-08-21 07:00:00,129.29,40.475,60.891999999999996,29.535 -2020-08-21 07:15:00,124.88,42.409,60.891999999999996,29.535 -2020-08-21 07:30:00,117.88,39.092,60.891999999999996,29.535 -2020-08-21 07:45:00,116.37,39.691,60.891999999999996,29.535 -2020-08-21 08:00:00,118.09,37.425,53.652,29.535 -2020-08-21 08:15:00,119.83,40.330999999999996,53.652,29.535 -2020-08-21 08:30:00,122.73,40.656,53.652,29.535 -2020-08-21 08:45:00,121.5,42.353,53.652,29.535 -2020-08-21 09:00:00,118.6,35.285,51.456,29.535 -2020-08-21 09:15:00,120.12,36.135999999999996,51.456,29.535 -2020-08-21 09:30:00,126.02,38.305,51.456,29.535 -2020-08-21 09:45:00,122.6,41.172,51.456,29.535 -2020-08-21 10:00:00,120.93,37.529,49.4,29.535 -2020-08-21 10:15:00,121.21,38.27,49.4,29.535 -2020-08-21 10:30:00,124.91,38.634,49.4,29.535 -2020-08-21 10:45:00,126.82,39.759,49.4,29.535 -2020-08-21 11:00:00,123.43,38.259,48.773,29.535 -2020-08-21 11:15:00,121.31,38.306,48.773,29.535 -2020-08-21 11:30:00,114.97,38.778,48.773,29.535 -2020-08-21 11:45:00,117.42,38.736,48.773,29.535 -2020-08-21 12:00:00,122.33,35.384,46.033,29.535 -2020-08-21 12:15:00,112.57,34.199,46.033,29.535 -2020-08-21 12:30:00,103.79,33.37,46.033,29.535 -2020-08-21 12:45:00,111.23,33.400999999999996,46.033,29.535 -2020-08-21 13:00:00,109.6,33.441,44.38399999999999,29.535 -2020-08-21 13:15:00,108.67,34.389,44.38399999999999,29.535 -2020-08-21 13:30:00,105.43,33.662,44.38399999999999,29.535 -2020-08-21 13:45:00,105.72,33.823,44.38399999999999,29.535 -2020-08-21 14:00:00,109.3,34.238,43.162,29.535 -2020-08-21 14:15:00,119.63,33.829,43.162,29.535 -2020-08-21 14:30:00,116.81,34.333,43.162,29.535 -2020-08-21 14:45:00,115.99,34.4,43.162,29.535 -2020-08-21 15:00:00,108.46,35.311,44.91,29.535 -2020-08-21 15:15:00,102.35,33.022,44.91,29.535 -2020-08-21 15:30:00,102.98,31.35,44.91,29.535 -2020-08-21 15:45:00,109.7,30.392,44.91,29.535 -2020-08-21 16:00:00,115.52,31.933000000000003,47.489,29.535 -2020-08-21 16:15:00,117.53,32.324,47.489,29.535 -2020-08-21 16:30:00,114.19,31.936,47.489,29.535 -2020-08-21 16:45:00,114.63,29.162,47.489,29.535 -2020-08-21 17:00:00,114.87,33.342,52.047,29.535 -2020-08-21 17:15:00,112.6,34.046,52.047,29.535 -2020-08-21 17:30:00,111.56,33.547,52.047,29.535 -2020-08-21 17:45:00,119.81,33.025999999999996,52.047,29.535 -2020-08-21 18:00:00,118.61,35.549,53.306000000000004,29.535 -2020-08-21 18:15:00,111.71,34.506,53.306000000000004,29.535 -2020-08-21 18:30:00,109.02,32.798,53.306000000000004,29.535 -2020-08-21 18:45:00,109.32,36.089,53.306000000000004,29.535 -2020-08-21 19:00:00,104.75,37.998000000000005,53.516000000000005,29.535 -2020-08-21 19:15:00,103.22,37.463,53.516000000000005,29.535 -2020-08-21 19:30:00,105.19,36.463,53.516000000000005,29.535 -2020-08-21 19:45:00,109.91,35.064,53.516000000000005,29.535 -2020-08-21 20:00:00,108.19,32.015,57.88,29.535 -2020-08-21 20:15:00,105.08,32.567,57.88,29.535 -2020-08-21 20:30:00,99.01,32.235,57.88,29.535 -2020-08-21 20:45:00,95.41,31.636,57.88,29.535 -2020-08-21 21:00:00,90.21,31.29,53.32,29.535 -2020-08-21 21:15:00,89.55,34.330999999999996,53.32,29.535 -2020-08-21 21:30:00,92.66,34.534,53.32,29.535 -2020-08-21 21:45:00,91.64,34.841,53.32,29.535 -2020-08-21 22:00:00,87.68,32.082,48.074,29.535 -2020-08-21 22:15:00,84.08,33.724000000000004,48.074,29.535 -2020-08-21 22:30:00,86.02,32.883,48.074,29.535 -2020-08-21 22:45:00,85.3,30.55,48.074,29.535 -2020-08-21 23:00:00,77.83,30.086,41.306999999999995,29.535 -2020-08-21 23:15:00,71.95,27.67,41.306999999999995,29.535 -2020-08-21 23:30:00,73.74,25.559,41.306999999999995,29.535 -2020-08-21 23:45:00,71.29,24.608,41.306999999999995,29.535 -2020-08-22 00:00:00,69.81,20.534000000000002,40.227,29.423000000000002 -2020-08-22 00:15:00,69.02,20.857,40.227,29.423000000000002 -2020-08-22 00:30:00,67.89,19.826,40.227,29.423000000000002 -2020-08-22 00:45:00,72.34,19.723,40.227,29.423000000000002 -2020-08-22 01:00:00,75.79,19.339000000000002,36.303000000000004,29.423000000000002 -2020-08-22 01:15:00,76.02,18.655,36.303000000000004,29.423000000000002 -2020-08-22 01:30:00,75.61,17.533,36.303000000000004,29.423000000000002 -2020-08-22 01:45:00,73.35,18.16,36.303000000000004,29.423000000000002 -2020-08-22 02:00:00,74.97,18.018,33.849000000000004,29.423000000000002 -2020-08-22 02:15:00,75.4,16.616,33.849000000000004,29.423000000000002 -2020-08-22 02:30:00,69.28,17.753,33.849000000000004,29.423000000000002 -2020-08-22 02:45:00,66.05,18.517,33.849000000000004,29.423000000000002 -2020-08-22 03:00:00,72.84,18.707,33.149,29.423000000000002 -2020-08-22 03:15:00,73.03,16.8,33.149,29.423000000000002 -2020-08-22 03:30:00,67.68,16.592,33.149,29.423000000000002 -2020-08-22 03:45:00,66.88,18.373,33.149,29.423000000000002 -2020-08-22 04:00:00,69.12,21.037,32.501,29.423000000000002 -2020-08-22 04:15:00,67.9,24.219,32.501,29.423000000000002 -2020-08-22 04:30:00,68.89,21.195999999999998,32.501,29.423000000000002 -2020-08-22 04:45:00,75.53,20.994,32.501,29.423000000000002 -2020-08-22 05:00:00,76.39,25.175,31.648000000000003,29.423000000000002 -2020-08-22 05:15:00,77.34,23.013,31.648000000000003,29.423000000000002 -2020-08-22 05:30:00,70.85,20.104,31.648000000000003,29.423000000000002 -2020-08-22 05:45:00,75.88,21.084,31.648000000000003,29.423000000000002 -2020-08-22 06:00:00,79.9,31.51,32.552,29.423000000000002 -2020-08-22 06:15:00,81.93,38.769,32.552,29.423000000000002 -2020-08-22 06:30:00,78.71,35.705999999999996,32.552,29.423000000000002 -2020-08-22 06:45:00,78.42,35.068000000000005,32.552,29.423000000000002 -2020-08-22 07:00:00,81.49,34.53,35.181999999999995,29.423000000000002 -2020-08-22 07:15:00,83.52,35.321999999999996,35.181999999999995,29.423000000000002 -2020-08-22 07:30:00,88.71,33.359,35.181999999999995,29.423000000000002 -2020-08-22 07:45:00,83.28,34.743,35.181999999999995,29.423000000000002 -2020-08-22 08:00:00,87.36,33.074,40.35,29.423000000000002 -2020-08-22 08:15:00,83.56,35.699,40.35,29.423000000000002 -2020-08-22 08:30:00,83.76,35.982,40.35,29.423000000000002 -2020-08-22 08:45:00,86.8,38.474000000000004,40.35,29.423000000000002 -2020-08-22 09:00:00,91.83,34.203,42.292,29.423000000000002 -2020-08-22 09:15:00,94.77,35.471,42.292,29.423000000000002 -2020-08-22 09:30:00,93.76,38.058,42.292,29.423000000000002 -2020-08-22 09:45:00,86.84,40.493,42.292,29.423000000000002 -2020-08-22 10:00:00,92.6,37.429,40.084,29.423000000000002 -2020-08-22 10:15:00,82.43,38.467,40.084,29.423000000000002 -2020-08-22 10:30:00,84.17,38.509,40.084,29.423000000000002 -2020-08-22 10:45:00,83.75,39.282,40.084,29.423000000000002 -2020-08-22 11:00:00,82.45,37.674,36.966,29.423000000000002 -2020-08-22 11:15:00,78.36,38.518,36.966,29.423000000000002 -2020-08-22 11:30:00,80.55,39.266,36.966,29.423000000000002 -2020-08-22 11:45:00,84.46,39.841,36.966,29.423000000000002 -2020-08-22 12:00:00,80.83,36.912,35.19,29.423000000000002 -2020-08-22 12:15:00,81.73,36.481,35.19,29.423000000000002 -2020-08-22 12:30:00,83.66,35.539,35.19,29.423000000000002 -2020-08-22 12:45:00,83.6,36.244,35.19,29.423000000000002 -2020-08-22 13:00:00,80.22,35.459,32.277,29.423000000000002 -2020-08-22 13:15:00,81.83,35.946,32.277,29.423000000000002 -2020-08-22 13:30:00,79.68,35.398,32.277,29.423000000000002 -2020-08-22 13:45:00,76.05,34.327,32.277,29.423000000000002 -2020-08-22 14:00:00,76.01,34.762,31.436999999999998,29.423000000000002 -2020-08-22 14:15:00,76.05,33.229,31.436999999999998,29.423000000000002 -2020-08-22 14:30:00,73.17,33.400999999999996,31.436999999999998,29.423000000000002 -2020-08-22 14:45:00,73.18,33.904,31.436999999999998,29.423000000000002 -2020-08-22 15:00:00,73.62,35.177,33.493,29.423000000000002 -2020-08-22 15:15:00,75.64,33.522,33.493,29.423000000000002 -2020-08-22 15:30:00,75.93,32.013000000000005,33.493,29.423000000000002 -2020-08-22 15:45:00,75.66,30.217,33.493,29.423000000000002 -2020-08-22 16:00:00,74.81,33.667,36.593,29.423000000000002 -2020-08-22 16:15:00,75.25,33.234,36.593,29.423000000000002 -2020-08-22 16:30:00,75.96,33.058,36.593,29.423000000000002 -2020-08-22 16:45:00,78.59,30.281,36.593,29.423000000000002 -2020-08-22 17:00:00,80.01,33.37,42.049,29.423000000000002 -2020-08-22 17:15:00,81.17,32.102,42.049,29.423000000000002 -2020-08-22 17:30:00,80.84,31.496,42.049,29.423000000000002 -2020-08-22 17:45:00,79.99,31.468000000000004,42.049,29.423000000000002 -2020-08-22 18:00:00,83.24,35.213,43.755,29.423000000000002 -2020-08-22 18:15:00,78.95,35.67,43.755,29.423000000000002 -2020-08-22 18:30:00,78.74,35.183,43.755,29.423000000000002 -2020-08-22 18:45:00,79.68,35.374,43.755,29.423000000000002 -2020-08-22 19:00:00,79.36,35.782,44.492,29.423000000000002 -2020-08-22 19:15:00,78.0,34.344,44.492,29.423000000000002 -2020-08-22 19:30:00,78.76,34.03,44.492,29.423000000000002 -2020-08-22 19:45:00,78.12,34.227,44.492,29.423000000000002 -2020-08-22 20:00:00,75.97,31.935,40.896,29.423000000000002 -2020-08-22 20:15:00,75.27,31.884,40.896,29.423000000000002 -2020-08-22 20:30:00,77.26,30.746,40.896,29.423000000000002 -2020-08-22 20:45:00,74.04,31.799,40.896,29.423000000000002 -2020-08-22 21:00:00,72.99,30.090999999999998,39.056,29.423000000000002 -2020-08-22 21:15:00,69.37,32.803000000000004,39.056,29.423000000000002 -2020-08-22 21:30:00,65.99,33.161,39.056,29.423000000000002 -2020-08-22 21:45:00,65.64,32.949,39.056,29.423000000000002 -2020-08-22 22:00:00,62.66,30.133000000000003,38.478,29.423000000000002 -2020-08-22 22:15:00,62.96,31.954,38.478,29.423000000000002 -2020-08-22 22:30:00,60.65,30.666999999999998,38.478,29.423000000000002 -2020-08-22 22:45:00,60.45,28.648000000000003,38.478,29.423000000000002 -2020-08-22 23:00:00,57.7,27.596,32.953,29.423000000000002 -2020-08-22 23:15:00,56.86,25.565,32.953,29.423000000000002 -2020-08-22 23:30:00,56.41,25.7,32.953,29.423000000000002 -2020-08-22 23:45:00,56.12,25.105,32.953,29.423000000000002 -2020-08-23 00:00:00,54.05,21.918000000000003,28.584,29.423000000000002 -2020-08-23 00:15:00,54.14,21.205,28.584,29.423000000000002 -2020-08-23 00:30:00,51.82,20.051,28.584,29.423000000000002 -2020-08-23 00:45:00,52.75,19.846,28.584,29.423000000000002 -2020-08-23 01:00:00,50.79,19.685,26.419,29.423000000000002 -2020-08-23 01:15:00,51.91,18.892,26.419,29.423000000000002 -2020-08-23 01:30:00,52.0,17.651,26.419,29.423000000000002 -2020-08-23 01:45:00,51.21,17.939,26.419,29.423000000000002 -2020-08-23 02:00:00,49.98,17.88,25.335,29.423000000000002 -2020-08-23 02:15:00,49.28,17.148,25.335,29.423000000000002 -2020-08-23 02:30:00,49.62,18.421,25.335,29.423000000000002 -2020-08-23 02:45:00,50.01,18.914,25.335,29.423000000000002 -2020-08-23 03:00:00,49.63,19.677,24.805,29.423000000000002 -2020-08-23 03:15:00,50.61,18.027,24.805,29.423000000000002 -2020-08-23 03:30:00,51.05,17.143,24.805,29.423000000000002 -2020-08-23 03:45:00,51.04,18.202,24.805,29.423000000000002 -2020-08-23 04:00:00,52.83,20.862,25.772,29.423000000000002 -2020-08-23 04:15:00,53.3,23.68,25.772,29.423000000000002 -2020-08-23 04:30:00,53.83,21.873,25.772,29.423000000000002 -2020-08-23 04:45:00,55.23,21.249000000000002,25.772,29.423000000000002 -2020-08-23 05:00:00,53.76,25.686999999999998,25.971999999999998,29.423000000000002 -2020-08-23 05:15:00,53.31,22.923000000000002,25.971999999999998,29.423000000000002 -2020-08-23 05:30:00,52.98,19.655,25.971999999999998,29.423000000000002 -2020-08-23 05:45:00,54.2,20.352,25.971999999999998,29.423000000000002 -2020-08-23 06:00:00,55.52,28.631999999999998,26.026,29.423000000000002 -2020-08-23 06:15:00,56.17,36.676,26.026,29.423000000000002 -2020-08-23 06:30:00,57.6,32.996,26.026,29.423000000000002 -2020-08-23 06:45:00,58.37,31.48,26.026,29.423000000000002 -2020-08-23 07:00:00,60.01,31.19,27.396,29.423000000000002 -2020-08-23 07:15:00,59.93,30.531,27.396,29.423000000000002 -2020-08-23 07:30:00,61.88,29.76,27.396,29.423000000000002 -2020-08-23 07:45:00,62.61,31.128,27.396,29.423000000000002 -2020-08-23 08:00:00,63.28,30.125999999999998,30.791999999999998,29.423000000000002 -2020-08-23 08:15:00,61.72,33.788000000000004,30.791999999999998,29.423000000000002 -2020-08-23 08:30:00,60.05,34.823,30.791999999999998,29.423000000000002 -2020-08-23 08:45:00,60.37,37.19,30.791999999999998,29.423000000000002 -2020-08-23 09:00:00,57.88,32.838,32.482,29.423000000000002 -2020-08-23 09:15:00,58.54,33.64,32.482,29.423000000000002 -2020-08-23 09:30:00,61.36,36.603,32.482,29.423000000000002 -2020-08-23 09:45:00,64.5,39.924,32.482,29.423000000000002 -2020-08-23 10:00:00,65.45,37.297,31.951,29.423000000000002 -2020-08-23 10:15:00,63.8,38.42,31.951,29.423000000000002 -2020-08-23 10:30:00,69.36,38.641,31.951,29.423000000000002 -2020-08-23 10:45:00,69.5,40.378,31.951,29.423000000000002 -2020-08-23 11:00:00,68.42,38.444,33.619,29.423000000000002 -2020-08-23 11:15:00,68.97,38.867,33.619,29.423000000000002 -2020-08-23 11:30:00,65.45,40.113,33.619,29.423000000000002 -2020-08-23 11:45:00,65.73,40.89,33.619,29.423000000000002 -2020-08-23 12:00:00,62.07,38.953,30.975,29.423000000000002 -2020-08-23 12:15:00,60.77,37.865,30.975,29.423000000000002 -2020-08-23 12:30:00,57.24,37.19,30.975,29.423000000000002 -2020-08-23 12:45:00,59.1,37.333,30.975,29.423000000000002 -2020-08-23 13:00:00,54.41,36.266999999999996,27.956999999999997,29.423000000000002 -2020-08-23 13:15:00,56.3,36.116,27.956999999999997,29.423000000000002 -2020-08-23 13:30:00,54.14,34.552,27.956999999999997,29.423000000000002 -2020-08-23 13:45:00,57.34,34.536,27.956999999999997,29.423000000000002 -2020-08-23 14:00:00,54.95,36.039,25.555999999999997,29.423000000000002 -2020-08-23 14:15:00,55.93,34.866,25.555999999999997,29.423000000000002 -2020-08-23 14:30:00,53.34,33.878,25.555999999999997,29.423000000000002 -2020-08-23 14:45:00,52.83,33.415,25.555999999999997,29.423000000000002 -2020-08-23 15:00:00,52.56,34.832,26.271,29.423000000000002 -2020-08-23 15:15:00,52.26,32.414,26.271,29.423000000000002 -2020-08-23 15:30:00,53.99,30.730999999999998,26.271,29.423000000000002 -2020-08-23 15:45:00,55.72,29.178,26.271,29.423000000000002 -2020-08-23 16:00:00,60.31,31.070999999999998,30.369,29.423000000000002 -2020-08-23 16:15:00,60.83,30.884,30.369,29.423000000000002 -2020-08-23 16:30:00,63.75,31.62,30.369,29.423000000000002 -2020-08-23 16:45:00,67.7,28.939,30.369,29.423000000000002 -2020-08-23 17:00:00,71.4,32.325,38.787,29.423000000000002 -2020-08-23 17:15:00,73.13,32.479,38.787,29.423000000000002 -2020-08-23 17:30:00,74.84,32.615,38.787,29.423000000000002 -2020-08-23 17:45:00,76.19,32.934,38.787,29.423000000000002 -2020-08-23 18:00:00,78.8,37.244,41.886,29.423000000000002 -2020-08-23 18:15:00,78.18,37.311,41.886,29.423000000000002 -2020-08-23 18:30:00,76.17,36.661,41.886,29.423000000000002 -2020-08-23 18:45:00,77.31,36.91,41.886,29.423000000000002 -2020-08-23 19:00:00,79.28,39.316,42.91,29.423000000000002 -2020-08-23 19:15:00,79.78,36.865,42.91,29.423000000000002 -2020-08-23 19:30:00,81.08,36.332,42.91,29.423000000000002 -2020-08-23 19:45:00,80.3,36.093,42.91,29.423000000000002 -2020-08-23 20:00:00,79.94,33.946999999999996,42.148999999999994,29.423000000000002 -2020-08-23 20:15:00,79.46,33.751,42.148999999999994,29.423000000000002 -2020-08-23 20:30:00,78.65,33.303000000000004,42.148999999999994,29.423000000000002 -2020-08-23 20:45:00,78.43,32.828,42.148999999999994,29.423000000000002 -2020-08-23 21:00:00,77.51,31.070999999999998,40.955999999999996,29.423000000000002 -2020-08-23 21:15:00,78.17,33.514,40.955999999999996,29.423000000000002 -2020-08-23 21:30:00,74.81,33.278,40.955999999999996,29.423000000000002 -2020-08-23 21:45:00,74.82,33.356,40.955999999999996,29.423000000000002 -2020-08-23 22:00:00,70.62,32.385999999999996,39.873000000000005,29.423000000000002 -2020-08-23 22:15:00,71.54,32.687,39.873000000000005,29.423000000000002 -2020-08-23 22:30:00,70.08,30.976999999999997,39.873000000000005,29.423000000000002 -2020-08-23 22:45:00,70.5,27.828000000000003,39.873000000000005,29.423000000000002 -2020-08-23 23:00:00,65.77,26.604,35.510999999999996,29.423000000000002 -2020-08-23 23:15:00,68.03,25.668000000000003,35.510999999999996,29.423000000000002 -2020-08-23 23:30:00,68.09,25.31,35.510999999999996,29.423000000000002 -2020-08-23 23:45:00,67.17,24.844,35.510999999999996,29.423000000000002 -2020-08-24 00:00:00,61.92,23.346999999999998,33.475,29.535 -2020-08-24 00:15:00,61.51,23.287,33.475,29.535 -2020-08-24 00:30:00,62.23,21.79,33.475,29.535 -2020-08-24 00:45:00,64.91,21.246,33.475,29.535 -2020-08-24 01:00:00,63.88,21.413,33.111,29.535 -2020-08-24 01:15:00,64.28,20.656,33.111,29.535 -2020-08-24 01:30:00,63.48,19.754,33.111,29.535 -2020-08-24 01:45:00,64.2,19.951,33.111,29.535 -2020-08-24 02:00:00,63.59,20.304000000000002,32.358000000000004,29.535 -2020-08-24 02:15:00,65.17,18.646,32.358000000000004,29.535 -2020-08-24 02:30:00,66.78,20.039,32.358000000000004,29.535 -2020-08-24 02:45:00,69.86,20.409000000000002,32.358000000000004,29.535 -2020-08-24 03:00:00,74.42,21.589000000000002,30.779,29.535 -2020-08-24 03:15:00,75.12,20.570999999999998,30.779,29.535 -2020-08-24 03:30:00,69.75,20.315,30.779,29.535 -2020-08-24 03:45:00,71.44,20.962,30.779,29.535 -2020-08-24 04:00:00,77.38,26.358,31.416,29.535 -2020-08-24 04:15:00,84.0,31.753,31.416,29.535 -2020-08-24 04:30:00,88.97,29.471,31.416,29.535 -2020-08-24 04:45:00,90.63,29.182,31.416,29.535 -2020-08-24 05:00:00,92.59,39.953,37.221,29.535 -2020-08-24 05:15:00,98.51,46.222,37.221,29.535 -2020-08-24 05:30:00,97.7,41.567,37.221,29.535 -2020-08-24 05:45:00,106.99,39.55,37.221,29.535 -2020-08-24 06:00:00,114.75,38.809,51.891000000000005,29.535 -2020-08-24 06:15:00,115.62,38.935,51.891000000000005,29.535 -2020-08-24 06:30:00,114.57,38.699,51.891000000000005,29.535 -2020-08-24 06:45:00,111.02,41.791000000000004,51.891000000000005,29.535 -2020-08-24 07:00:00,116.17,41.681999999999995,62.282,29.535 -2020-08-24 07:15:00,117.57,43.071000000000005,62.282,29.535 -2020-08-24 07:30:00,116.26,41.563,62.282,29.535 -2020-08-24 07:45:00,111.86,43.251999999999995,62.282,29.535 -2020-08-24 08:00:00,112.24,40.347,54.102,29.535 -2020-08-24 08:15:00,110.91,42.93600000000001,54.102,29.535 -2020-08-24 08:30:00,107.9,43.183,54.102,29.535 -2020-08-24 08:45:00,106.7,45.798,54.102,29.535 -2020-08-24 09:00:00,103.97,40.516999999999996,50.917,29.535 -2020-08-24 09:15:00,112.8,39.77,50.917,29.535 -2020-08-24 09:30:00,109.89,41.897,50.917,29.535 -2020-08-24 09:45:00,115.07,43.108000000000004,50.917,29.535 -2020-08-24 10:00:00,107.02,40.842,49.718999999999994,29.535 -2020-08-24 10:15:00,116.52,41.815,49.718999999999994,29.535 -2020-08-24 10:30:00,119.9,41.635,49.718999999999994,29.535 -2020-08-24 10:45:00,119.31,41.896,49.718999999999994,29.535 -2020-08-24 11:00:00,116.15,40.231,49.833999999999996,29.535 -2020-08-24 11:15:00,121.04,40.848,49.833999999999996,29.535 -2020-08-24 11:30:00,121.33,42.687,49.833999999999996,29.535 -2020-08-24 11:45:00,120.83,43.92,49.833999999999996,29.535 -2020-08-24 12:00:00,115.38,40.277,47.832,29.535 -2020-08-24 12:15:00,118.08,39.281,47.832,29.535 -2020-08-24 12:30:00,110.62,37.626999999999995,47.832,29.535 -2020-08-24 12:45:00,109.16,37.7,47.832,29.535 -2020-08-24 13:00:00,106.38,37.482,48.03,29.535 -2020-08-24 13:15:00,100.21,36.554,48.03,29.535 -2020-08-24 13:30:00,103.29,35.159,48.03,29.535 -2020-08-24 13:45:00,105.95,35.975,48.03,29.535 -2020-08-24 14:00:00,103.3,36.626999999999995,48.157,29.535 -2020-08-24 14:15:00,99.66,36.027,48.157,29.535 -2020-08-24 14:30:00,103.17,34.923,48.157,29.535 -2020-08-24 14:45:00,110.25,36.366,48.157,29.535 -2020-08-24 15:00:00,115.96,37.335,48.897,29.535 -2020-08-24 15:15:00,112.33,34.433,48.897,29.535 -2020-08-24 15:30:00,104.1,33.501,48.897,29.535 -2020-08-24 15:45:00,99.37,31.523000000000003,48.897,29.535 -2020-08-24 16:00:00,108.59,34.434,51.446000000000005,29.535 -2020-08-24 16:15:00,110.63,34.338,51.446000000000005,29.535 -2020-08-24 16:30:00,113.83,34.496,51.446000000000005,29.535 -2020-08-24 16:45:00,113.22,31.912,51.446000000000005,29.535 -2020-08-24 17:00:00,108.34,34.234,57.507,29.535 -2020-08-24 17:15:00,106.39,34.789,57.507,29.535 -2020-08-24 17:30:00,107.38,34.6,57.507,29.535 -2020-08-24 17:45:00,112.93,34.635999999999996,57.507,29.535 -2020-08-24 18:00:00,113.44,37.981,57.896,29.535 -2020-08-24 18:15:00,110.9,36.451,57.896,29.535 -2020-08-24 18:30:00,108.43,35.108000000000004,57.896,29.535 -2020-08-24 18:45:00,106.18,38.216,57.896,29.535 -2020-08-24 19:00:00,105.21,40.431,57.891999999999996,29.535 -2020-08-24 19:15:00,109.56,39.202,57.891999999999996,29.535 -2020-08-24 19:30:00,106.94,38.328,57.891999999999996,29.535 -2020-08-24 19:45:00,101.03,37.554,57.891999999999996,29.535 -2020-08-24 20:00:00,100.29,34.311,64.57300000000001,29.535 -2020-08-24 20:15:00,98.55,35.45,64.57300000000001,29.535 -2020-08-24 20:30:00,97.25,35.505,64.57300000000001,29.535 -2020-08-24 20:45:00,101.29,35.153,64.57300000000001,29.535 -2020-08-24 21:00:00,99.14,32.809,59.431999999999995,29.535 -2020-08-24 21:15:00,93.54,35.671,59.431999999999995,29.535 -2020-08-24 21:30:00,84.27,35.83,59.431999999999995,29.535 -2020-08-24 21:45:00,83.92,35.689,59.431999999999995,29.535 -2020-08-24 22:00:00,75.13,32.900999999999996,51.519,29.535 -2020-08-24 22:15:00,79.97,35.023,51.519,29.535 -2020-08-24 22:30:00,74.93,29.565,51.519,29.535 -2020-08-24 22:45:00,75.97,26.509,51.519,29.535 -2020-08-24 23:00:00,72.01,25.331,44.501000000000005,29.535 -2020-08-24 23:15:00,73.98,22.824,44.501000000000005,29.535 -2020-08-24 23:30:00,73.76,22.38,44.501000000000005,29.535 -2020-08-24 23:45:00,72.64,21.371,44.501000000000005,29.535 -2020-08-25 00:00:00,71.72,21.445,44.522,29.535 -2020-08-25 00:15:00,71.62,22.142,44.522,29.535 -2020-08-25 00:30:00,70.03,21.316999999999997,44.522,29.535 -2020-08-25 00:45:00,71.88,21.523000000000003,44.522,29.535 -2020-08-25 01:00:00,71.19,21.183000000000003,41.441,29.535 -2020-08-25 01:15:00,72.36,20.55,41.441,29.535 -2020-08-25 01:30:00,70.95,19.538,41.441,29.535 -2020-08-25 01:45:00,71.76,19.262,41.441,29.535 -2020-08-25 02:00:00,70.7,19.179000000000002,40.203,29.535 -2020-08-25 02:15:00,69.84,18.6,40.203,29.535 -2020-08-25 02:30:00,70.82,19.628,40.203,29.535 -2020-08-25 02:45:00,70.92,20.293,40.203,29.535 -2020-08-25 03:00:00,72.33,20.983,39.536,29.535 -2020-08-25 03:15:00,72.62,20.854,39.536,29.535 -2020-08-25 03:30:00,75.29,20.564,39.536,29.535 -2020-08-25 03:45:00,77.05,20.184,39.536,29.535 -2020-08-25 04:00:00,84.41,24.456,40.759,29.535 -2020-08-25 04:15:00,89.97,29.886,40.759,29.535 -2020-08-25 04:30:00,92.14,27.509,40.759,29.535 -2020-08-25 04:45:00,92.03,27.641,40.759,29.535 -2020-08-25 05:00:00,99.0,39.819,43.623999999999995,29.535 -2020-08-25 05:15:00,107.55,46.723,43.623999999999995,29.535 -2020-08-25 05:30:00,109.53,42.256,43.623999999999995,29.535 -2020-08-25 05:45:00,114.17,39.54,43.623999999999995,29.535 -2020-08-25 06:00:00,113.12,39.746,52.684,29.535 -2020-08-25 06:15:00,114.58,40.044000000000004,52.684,29.535 -2020-08-25 06:30:00,116.2,39.524,52.684,29.535 -2020-08-25 06:45:00,116.67,41.817,52.684,29.535 -2020-08-25 07:00:00,123.26,41.85,62.676,29.535 -2020-08-25 07:15:00,127.76,43.023,62.676,29.535 -2020-08-25 07:30:00,128.42,41.568000000000005,62.676,29.535 -2020-08-25 07:45:00,121.39,42.361999999999995,62.676,29.535 -2020-08-25 08:00:00,117.12,39.391,56.161,29.535 -2020-08-25 08:15:00,112.74,41.563,56.161,29.535 -2020-08-25 08:30:00,113.5,41.963,56.161,29.535 -2020-08-25 08:45:00,116.16,43.723,56.161,29.535 -2020-08-25 09:00:00,118.01,38.784,52.132,29.535 -2020-08-25 09:15:00,126.14,37.858000000000004,52.132,29.535 -2020-08-25 09:30:00,124.08,40.582,52.132,29.535 -2020-08-25 09:45:00,118.84,43.004,52.132,29.535 -2020-08-25 10:00:00,117.53,39.493,51.032,29.535 -2020-08-25 10:15:00,121.68,40.346,51.032,29.535 -2020-08-25 10:30:00,120.94,40.177,51.032,29.535 -2020-08-25 10:45:00,113.26,41.349,51.032,29.535 -2020-08-25 11:00:00,109.61,39.652,51.085,29.535 -2020-08-25 11:15:00,117.1,40.645,51.085,29.535 -2020-08-25 11:30:00,122.66,41.457,51.085,29.535 -2020-08-25 11:45:00,124.89,42.236000000000004,51.085,29.535 -2020-08-25 12:00:00,115.6,38.455,49.049,29.535 -2020-08-25 12:15:00,113.66,37.78,49.049,29.535 -2020-08-25 12:30:00,120.05,36.912,49.049,29.535 -2020-08-25 12:45:00,118.16,37.631,49.049,29.535 -2020-08-25 13:00:00,117.18,37.067,49.722,29.535 -2020-08-25 13:15:00,108.95,37.815,49.722,29.535 -2020-08-25 13:30:00,104.14,36.343,49.722,29.535 -2020-08-25 13:45:00,104.85,36.264,49.722,29.535 -2020-08-25 14:00:00,109.46,37.303000000000004,49.565,29.535 -2020-08-25 14:15:00,108.21,36.518,49.565,29.535 -2020-08-25 14:30:00,106.98,35.711,49.565,29.535 -2020-08-25 14:45:00,101.38,36.424,49.565,29.535 -2020-08-25 15:00:00,98.49,37.22,51.108999999999995,29.535 -2020-08-25 15:15:00,103.6,35.174,51.108999999999995,29.535 -2020-08-25 15:30:00,106.69,34.051,51.108999999999995,29.535 -2020-08-25 15:45:00,107.37,32.419000000000004,51.108999999999995,29.535 -2020-08-25 16:00:00,106.02,34.625,52.725,29.535 -2020-08-25 16:15:00,105.04,34.601,52.725,29.535 -2020-08-25 16:30:00,111.46,34.395,52.725,29.535 -2020-08-25 16:45:00,113.59,32.505,52.725,29.535 -2020-08-25 17:00:00,115.04,34.974000000000004,58.031000000000006,29.535 -2020-08-25 17:15:00,109.32,35.943000000000005,58.031000000000006,29.535 -2020-08-25 17:30:00,115.28,35.338,58.031000000000006,29.535 -2020-08-25 17:45:00,115.65,35.104,58.031000000000006,29.535 -2020-08-25 18:00:00,116.18,37.575,58.338,29.535 -2020-08-25 18:15:00,111.28,37.442,58.338,29.535 -2020-08-25 18:30:00,110.08,35.876999999999995,58.338,29.535 -2020-08-25 18:45:00,108.95,38.782,58.338,29.535 -2020-08-25 19:00:00,112.98,39.938,58.464,29.535 -2020-08-25 19:15:00,115.45,38.88,58.464,29.535 -2020-08-25 19:30:00,112.47,37.827,58.464,29.535 -2020-08-25 19:45:00,107.22,37.361999999999995,58.464,29.535 -2020-08-25 20:00:00,101.92,34.48,63.708,29.535 -2020-08-25 20:15:00,107.45,34.316,63.708,29.535 -2020-08-25 20:30:00,106.27,34.363,63.708,29.535 -2020-08-25 20:45:00,103.99,34.378,63.708,29.535 -2020-08-25 21:00:00,94.4,32.854,57.06399999999999,29.535 -2020-08-25 21:15:00,95.17,34.338,57.06399999999999,29.535 -2020-08-25 21:30:00,89.29,34.676,57.06399999999999,29.535 -2020-08-25 21:45:00,87.19,34.677,57.06399999999999,29.535 -2020-08-25 22:00:00,78.39,31.979,52.831,29.535 -2020-08-25 22:15:00,81.0,33.783,52.831,29.535 -2020-08-25 22:30:00,76.91,28.561,52.831,29.535 -2020-08-25 22:45:00,80.86,25.493000000000002,52.831,29.535 -2020-08-25 23:00:00,74.5,23.654,44.717,29.535 -2020-08-25 23:15:00,72.88,22.587,44.717,29.535 -2020-08-25 23:30:00,72.05,22.16,44.717,29.535 -2020-08-25 23:45:00,72.32,21.335,44.717,29.535 -2020-08-26 00:00:00,71.27,21.596,41.263000000000005,29.535 -2020-08-26 00:15:00,72.44,22.294,41.263000000000005,29.535 -2020-08-26 00:30:00,72.68,21.475,41.263000000000005,29.535 -2020-08-26 00:45:00,73.43,21.688000000000002,41.263000000000005,29.535 -2020-08-26 01:00:00,69.7,21.326,38.448,29.535 -2020-08-26 01:15:00,71.13,20.708000000000002,38.448,29.535 -2020-08-26 01:30:00,67.88,19.711,38.448,29.535 -2020-08-26 01:45:00,71.52,19.434,38.448,29.535 -2020-08-26 02:00:00,69.26,19.352999999999998,36.471,29.535 -2020-08-26 02:15:00,69.62,18.797,36.471,29.535 -2020-08-26 02:30:00,70.17,19.801,36.471,29.535 -2020-08-26 02:45:00,71.2,20.463,36.471,29.535 -2020-08-26 03:00:00,72.48,21.142,36.042,29.535 -2020-08-26 03:15:00,72.93,21.028000000000002,36.042,29.535 -2020-08-26 03:30:00,74.6,20.743000000000002,36.042,29.535 -2020-08-26 03:45:00,77.43,20.357,36.042,29.535 -2020-08-26 04:00:00,82.27,24.653000000000002,36.705,29.535 -2020-08-26 04:15:00,88.85,30.103,36.705,29.535 -2020-08-26 04:30:00,91.76,27.734,36.705,29.535 -2020-08-26 04:45:00,93.35,27.868000000000002,36.705,29.535 -2020-08-26 05:00:00,101.37,40.118,39.716,29.535 -2020-08-26 05:15:00,108.33,47.097,39.716,29.535 -2020-08-26 05:30:00,110.12,42.623000000000005,39.716,29.535 -2020-08-26 05:45:00,111.53,39.868,39.716,29.535 -2020-08-26 06:00:00,112.68,40.042,52.756,29.535 -2020-08-26 06:15:00,116.55,40.361999999999995,52.756,29.535 -2020-08-26 06:30:00,120.01,39.836999999999996,52.756,29.535 -2020-08-26 06:45:00,121.27,42.13,52.756,29.535 -2020-08-26 07:00:00,119.57,42.163000000000004,65.977,29.535 -2020-08-26 07:15:00,114.72,43.35,65.977,29.535 -2020-08-26 07:30:00,121.57,41.919,65.977,29.535 -2020-08-26 07:45:00,118.18,42.715,65.977,29.535 -2020-08-26 08:00:00,118.81,39.744,57.927,29.535 -2020-08-26 08:15:00,116.2,41.883,57.927,29.535 -2020-08-26 08:30:00,118.47,42.278,57.927,29.535 -2020-08-26 08:45:00,117.16,44.023999999999994,57.927,29.535 -2020-08-26 09:00:00,113.77,39.093,54.86,29.535 -2020-08-26 09:15:00,109.86,38.158,54.86,29.535 -2020-08-26 09:30:00,114.74,40.864000000000004,54.86,29.535 -2020-08-26 09:45:00,115.54,43.261,54.86,29.535 -2020-08-26 10:00:00,115.19,39.749,52.818000000000005,29.535 -2020-08-26 10:15:00,109.01,40.578,52.818000000000005,29.535 -2020-08-26 10:30:00,111.28,40.4,52.818000000000005,29.535 -2020-08-26 10:45:00,114.2,41.563,52.818000000000005,29.535 -2020-08-26 11:00:00,112.86,39.876,52.937,29.535 -2020-08-26 11:15:00,109.67,40.861,52.937,29.535 -2020-08-26 11:30:00,106.25,41.67,52.937,29.535 -2020-08-26 11:45:00,111.83,42.434,52.937,29.535 -2020-08-26 12:00:00,109.68,38.638000000000005,50.826,29.535 -2020-08-26 12:15:00,109.43,37.951,50.826,29.535 -2020-08-26 12:30:00,102.87,37.102,50.826,29.535 -2020-08-26 12:45:00,108.4,37.808,50.826,29.535 -2020-08-26 13:00:00,105.9,37.226,50.556000000000004,29.535 -2020-08-26 13:15:00,105.95,37.961999999999996,50.556000000000004,29.535 -2020-08-26 13:30:00,101.59,36.486999999999995,50.556000000000004,29.535 -2020-08-26 13:45:00,99.54,36.418,50.556000000000004,29.535 -2020-08-26 14:00:00,100.94,37.431999999999995,51.188,29.535 -2020-08-26 14:15:00,105.78,36.654,51.188,29.535 -2020-08-26 14:30:00,108.59,35.864000000000004,51.188,29.535 -2020-08-26 14:45:00,109.21,36.579,51.188,29.535 -2020-08-26 15:00:00,104.05,37.327,52.976000000000006,29.535 -2020-08-26 15:15:00,107.09,35.291,52.976000000000006,29.535 -2020-08-26 15:30:00,108.02,34.181,52.976000000000006,29.535 -2020-08-26 15:45:00,108.26,32.556,52.976000000000006,29.535 -2020-08-26 16:00:00,107.58,34.734,55.463,29.535 -2020-08-26 16:15:00,106.64,34.72,55.463,29.535 -2020-08-26 16:30:00,106.57,34.516,55.463,29.535 -2020-08-26 16:45:00,108.55,32.669000000000004,55.463,29.535 -2020-08-26 17:00:00,113.88,35.105,59.435,29.535 -2020-08-26 17:15:00,118.13,36.104,59.435,29.535 -2020-08-26 17:30:00,118.87,35.510999999999996,59.435,29.535 -2020-08-26 17:45:00,113.11,35.313,59.435,29.535 -2020-08-26 18:00:00,113.43,37.775,61.387,29.535 -2020-08-26 18:15:00,112.92,37.656,61.387,29.535 -2020-08-26 18:30:00,117.05,36.104,61.387,29.535 -2020-08-26 18:45:00,113.66,39.007,61.387,29.535 -2020-08-26 19:00:00,116.87,40.169000000000004,63.323,29.535 -2020-08-26 19:15:00,114.49,39.111,63.323,29.535 -2020-08-26 19:30:00,115.09,38.061,63.323,29.535 -2020-08-26 19:45:00,114.82,37.6,63.323,29.535 -2020-08-26 20:00:00,107.23,34.726,69.083,29.535 -2020-08-26 20:15:00,102.55,34.564,69.083,29.535 -2020-08-26 20:30:00,99.74,34.594,69.083,29.535 -2020-08-26 20:45:00,99.86,34.573,69.083,29.535 -2020-08-26 21:00:00,92.47,33.052,59.957,29.535 -2020-08-26 21:15:00,89.95,34.527,59.957,29.535 -2020-08-26 21:30:00,86.5,34.865,59.957,29.535 -2020-08-26 21:45:00,86.61,34.833,59.957,29.535 -2020-08-26 22:00:00,81.97,32.114000000000004,53.821000000000005,29.535 -2020-08-26 22:15:00,83.28,33.902,53.821000000000005,29.535 -2020-08-26 22:30:00,79.53,28.649,53.821000000000005,29.535 -2020-08-26 22:45:00,84.8,25.583000000000002,53.821000000000005,29.535 -2020-08-26 23:00:00,81.23,23.787,45.458,29.535 -2020-08-26 23:15:00,79.13,22.703000000000003,45.458,29.535 -2020-08-26 23:30:00,78.99,22.287,45.458,29.535 -2020-08-26 23:45:00,78.9,21.468000000000004,45.458,29.535 -2020-08-27 00:00:00,71.33,21.749000000000002,40.36,29.535 -2020-08-27 00:15:00,73.36,22.448,40.36,29.535 -2020-08-27 00:30:00,73.38,21.634,40.36,29.535 -2020-08-27 00:45:00,73.37,21.854,40.36,29.535 -2020-08-27 01:00:00,70.34,21.473000000000003,38.552,29.535 -2020-08-27 01:15:00,71.82,20.868000000000002,38.552,29.535 -2020-08-27 01:30:00,71.13,19.885,38.552,29.535 -2020-08-27 01:45:00,71.82,19.609,38.552,29.535 -2020-08-27 02:00:00,69.67,19.53,36.895,29.535 -2020-08-27 02:15:00,71.68,18.995,36.895,29.535 -2020-08-27 02:30:00,71.41,19.977,36.895,29.535 -2020-08-27 02:45:00,72.88,20.635,36.895,29.535 -2020-08-27 03:00:00,74.73,21.303,36.565,29.535 -2020-08-27 03:15:00,73.5,21.204,36.565,29.535 -2020-08-27 03:30:00,74.7,20.924,36.565,29.535 -2020-08-27 03:45:00,77.44,20.531,36.565,29.535 -2020-08-27 04:00:00,80.24,24.855,37.263000000000005,29.535 -2020-08-27 04:15:00,84.26,30.322,37.263000000000005,29.535 -2020-08-27 04:30:00,88.93,27.961,37.263000000000005,29.535 -2020-08-27 04:45:00,92.35,28.099,37.263000000000005,29.535 -2020-08-27 05:00:00,100.04,40.422,40.412,29.535 -2020-08-27 05:15:00,101.99,47.481,40.412,29.535 -2020-08-27 05:30:00,103.56,43.0,40.412,29.535 -2020-08-27 05:45:00,108.21,40.204,40.412,29.535 -2020-08-27 06:00:00,111.6,40.345,49.825,29.535 -2020-08-27 06:15:00,115.35,40.686,49.825,29.535 -2020-08-27 06:30:00,124.04,40.156,49.825,29.535 -2020-08-27 06:45:00,126.88,42.449,49.825,29.535 -2020-08-27 07:00:00,129.89,42.482,61.082,29.535 -2020-08-27 07:15:00,127.93,43.683,61.082,29.535 -2020-08-27 07:30:00,132.59,42.276,61.082,29.535 -2020-08-27 07:45:00,134.35,43.071999999999996,61.082,29.535 -2020-08-27 08:00:00,130.7,40.103,53.961999999999996,29.535 -2020-08-27 08:15:00,129.47,42.208999999999996,53.961999999999996,29.535 -2020-08-27 08:30:00,135.31,42.599,53.961999999999996,29.535 -2020-08-27 08:45:00,130.08,44.33,53.961999999999996,29.535 -2020-08-27 09:00:00,132.01,39.407,50.06100000000001,29.535 -2020-08-27 09:15:00,137.15,38.461999999999996,50.06100000000001,29.535 -2020-08-27 09:30:00,136.56,41.151,50.06100000000001,29.535 -2020-08-27 09:45:00,138.15,43.523999999999994,50.06100000000001,29.535 -2020-08-27 10:00:00,140.11,40.01,47.68,29.535 -2020-08-27 10:15:00,137.51,40.811,47.68,29.535 -2020-08-27 10:30:00,134.24,40.628,47.68,29.535 -2020-08-27 10:45:00,138.17,41.781000000000006,47.68,29.535 -2020-08-27 11:00:00,132.89,40.105,45.93899999999999,29.535 -2020-08-27 11:15:00,126.1,41.08,45.93899999999999,29.535 -2020-08-27 11:30:00,131.52,41.886,45.93899999999999,29.535 -2020-08-27 11:45:00,134.76,42.635,45.93899999999999,29.535 -2020-08-27 12:00:00,133.16,38.823,43.648999999999994,29.535 -2020-08-27 12:15:00,130.96,38.125,43.648999999999994,29.535 -2020-08-27 12:30:00,125.67,37.294000000000004,43.648999999999994,29.535 -2020-08-27 12:45:00,134.33,37.988,43.648999999999994,29.535 -2020-08-27 13:00:00,127.85,37.389,42.801,29.535 -2020-08-27 13:15:00,124.91,38.113,42.801,29.535 -2020-08-27 13:30:00,127.6,36.634,42.801,29.535 -2020-08-27 13:45:00,132.81,36.576,42.801,29.535 -2020-08-27 14:00:00,129.82,37.563,43.24,29.535 -2020-08-27 14:15:00,126.07,36.792,43.24,29.535 -2020-08-27 14:30:00,121.33,36.021,43.24,29.535 -2020-08-27 14:45:00,126.96,36.736999999999995,43.24,29.535 -2020-08-27 15:00:00,125.31,37.437,45.04600000000001,29.535 -2020-08-27 15:15:00,123.64,35.409,45.04600000000001,29.535 -2020-08-27 15:30:00,117.09,34.314,45.04600000000001,29.535 -2020-08-27 15:45:00,113.24,32.696,45.04600000000001,29.535 -2020-08-27 16:00:00,115.1,34.846,46.568000000000005,29.535 -2020-08-27 16:15:00,117.47,34.841,46.568000000000005,29.535 -2020-08-27 16:30:00,113.23,34.639,46.568000000000005,29.535 -2020-08-27 16:45:00,113.72,32.836999999999996,46.568000000000005,29.535 -2020-08-27 17:00:00,116.96,35.239000000000004,50.618,29.535 -2020-08-27 17:15:00,113.6,36.266999999999996,50.618,29.535 -2020-08-27 17:30:00,111.58,35.686,50.618,29.535 -2020-08-27 17:45:00,112.19,35.525999999999996,50.618,29.535 -2020-08-27 18:00:00,111.35,37.977,52.806999999999995,29.535 -2020-08-27 18:15:00,110.44,37.874,52.806999999999995,29.535 -2020-08-27 18:30:00,108.59,36.330999999999996,52.806999999999995,29.535 -2020-08-27 18:45:00,108.94,39.234,52.806999999999995,29.535 -2020-08-27 19:00:00,111.09,40.403,53.464,29.535 -2020-08-27 19:15:00,108.1,39.346,53.464,29.535 -2020-08-27 19:30:00,108.89,38.298,53.464,29.535 -2020-08-27 19:45:00,104.8,37.842,53.464,29.535 -2020-08-27 20:00:00,99.49,34.976,56.753,29.535 -2020-08-27 20:15:00,100.21,34.816,56.753,29.535 -2020-08-27 20:30:00,96.74,34.83,56.753,29.535 -2020-08-27 20:45:00,94.89,34.772,56.753,29.535 -2020-08-27 21:00:00,91.41,33.254,52.506,29.535 -2020-08-27 21:15:00,90.08,34.719,52.506,29.535 -2020-08-27 21:30:00,85.55,35.056999999999995,52.506,29.535 -2020-08-27 21:45:00,85.17,34.993,52.506,29.535 -2020-08-27 22:00:00,80.57,32.251999999999995,48.163000000000004,29.535 -2020-08-27 22:15:00,82.4,34.023,48.163000000000004,29.535 -2020-08-27 22:30:00,79.2,28.738000000000003,48.163000000000004,29.535 -2020-08-27 22:45:00,79.7,25.674,48.163000000000004,29.535 -2020-08-27 23:00:00,75.57,23.923000000000002,42.379,29.535 -2020-08-27 23:15:00,76.68,22.822,42.379,29.535 -2020-08-27 23:30:00,75.21,22.416,42.379,29.535 -2020-08-27 23:45:00,74.58,21.603,42.379,29.535 -2020-08-28 00:00:00,72.43,20.281,38.505,29.535 -2020-08-28 00:15:00,71.75,21.175,38.505,29.535 -2020-08-28 00:30:00,72.78,20.615,38.505,29.535 -2020-08-28 00:45:00,72.99,21.226999999999997,38.505,29.535 -2020-08-28 01:00:00,70.23,20.479,37.004,29.535 -2020-08-28 01:15:00,72.14,19.332,37.004,29.535 -2020-08-28 01:30:00,71.17,19.017,37.004,29.535 -2020-08-28 01:45:00,72.62,18.511,37.004,29.535 -2020-08-28 02:00:00,71.55,19.285,36.098,29.535 -2020-08-28 02:15:00,72.3,18.726,36.098,29.535 -2020-08-28 02:30:00,72.07,20.434,36.098,29.535 -2020-08-28 02:45:00,72.86,20.463,36.098,29.535 -2020-08-28 03:00:00,73.05,21.838,36.561,29.535 -2020-08-28 03:15:00,75.07,20.644000000000002,36.561,29.535 -2020-08-28 03:30:00,74.45,20.151,36.561,29.535 -2020-08-28 03:45:00,79.36,20.548000000000002,36.561,29.535 -2020-08-28 04:00:00,87.62,25.022,37.355,29.535 -2020-08-28 04:15:00,89.23,29.087,37.355,29.535 -2020-08-28 04:30:00,93.88,27.601,37.355,29.535 -2020-08-28 04:45:00,94.42,27.164,37.355,29.535 -2020-08-28 05:00:00,99.29,39.138000000000005,40.285,29.535 -2020-08-28 05:15:00,100.91,47.137,40.285,29.535 -2020-08-28 05:30:00,109.34,42.821999999999996,40.285,29.535 -2020-08-28 05:45:00,112.16,39.583,40.285,29.535 -2020-08-28 06:00:00,116.49,39.891999999999996,52.378,29.535 -2020-08-28 06:15:00,113.8,40.41,52.378,29.535 -2020-08-28 06:30:00,110.25,39.828,52.378,29.535 -2020-08-28 06:45:00,110.75,42.0,52.378,29.535 -2020-08-28 07:00:00,116.02,42.622,60.891999999999996,29.535 -2020-08-28 07:15:00,113.76,44.653,60.891999999999996,29.535 -2020-08-28 07:30:00,113.32,41.505,60.891999999999996,29.535 -2020-08-28 07:45:00,116.11,42.113,60.891999999999996,29.535 -2020-08-28 08:00:00,110.53,39.859,53.652,29.535 -2020-08-28 08:15:00,110.47,42.542,53.652,29.535 -2020-08-28 08:30:00,118.74,42.833,53.652,29.535 -2020-08-28 08:45:00,118.78,44.428000000000004,53.652,29.535 -2020-08-28 09:00:00,114.6,37.416,51.456,29.535 -2020-08-28 09:15:00,109.6,38.2,51.456,29.535 -2020-08-28 09:30:00,106.67,40.25,51.456,29.535 -2020-08-28 09:45:00,107.3,42.948,51.456,29.535 -2020-08-28 10:00:00,110.6,39.293,49.4,29.535 -2020-08-28 10:15:00,108.84,39.86,49.4,29.535 -2020-08-28 10:30:00,109.67,40.172,49.4,29.535 -2020-08-28 10:45:00,104.36,41.235,49.4,29.535 -2020-08-28 11:00:00,105.31,39.806999999999995,48.773,29.535 -2020-08-28 11:15:00,104.1,39.791,48.773,29.535 -2020-08-28 11:30:00,102.59,40.239000000000004,48.773,29.535 -2020-08-28 11:45:00,100.47,40.095,48.773,29.535 -2020-08-28 12:00:00,97.94,36.64,46.033,29.535 -2020-08-28 12:15:00,100.85,35.379,46.033,29.535 -2020-08-28 12:30:00,98.11,34.671,46.033,29.535 -2020-08-28 12:45:00,98.83,34.62,46.033,29.535 -2020-08-28 13:00:00,96.79,34.536,44.38399999999999,29.535 -2020-08-28 13:15:00,98.89,35.403,44.38399999999999,29.535 -2020-08-28 13:30:00,109.7,34.647,44.38399999999999,29.535 -2020-08-28 13:45:00,107.01,34.881,44.38399999999999,29.535 -2020-08-28 14:00:00,107.86,35.121,43.162,29.535 -2020-08-28 14:15:00,106.56,34.760999999999996,43.162,29.535 -2020-08-28 14:30:00,110.38,35.385,43.162,29.535 -2020-08-28 14:45:00,113.12,35.463,43.162,29.535 -2020-08-28 15:00:00,113.59,36.05,44.91,29.535 -2020-08-28 15:15:00,109.31,33.82,44.91,29.535 -2020-08-28 15:30:00,109.09,32.246,44.91,29.535 -2020-08-28 15:45:00,113.5,31.334,44.91,29.535 -2020-08-28 16:00:00,117.73,32.688,47.489,29.535 -2020-08-28 16:15:00,114.05,33.139,47.489,29.535 -2020-08-28 16:30:00,111.88,32.772,47.489,29.535 -2020-08-28 16:45:00,110.29,30.296,47.489,29.535 -2020-08-28 17:00:00,116.92,34.25,52.047,29.535 -2020-08-28 17:15:00,116.73,35.156,52.047,29.535 -2020-08-28 17:30:00,116.42,34.746,52.047,29.535 -2020-08-28 17:45:00,110.79,34.473,52.047,29.535 -2020-08-28 18:00:00,112.92,36.928000000000004,53.306000000000004,29.535 -2020-08-28 18:15:00,115.02,35.982,53.306000000000004,29.535 -2020-08-28 18:30:00,113.25,34.352,53.306000000000004,29.535 -2020-08-28 18:45:00,112.51,37.635,53.306000000000004,29.535 -2020-08-28 19:00:00,107.58,39.59,53.516000000000005,29.535 -2020-08-28 19:15:00,106.68,39.058,53.516000000000005,29.535 -2020-08-28 19:30:00,106.55,38.073,53.516000000000005,29.535 -2020-08-28 19:45:00,110.05,36.702,53.516000000000005,29.535 -2020-08-28 20:00:00,105.55,33.705999999999996,57.88,29.535 -2020-08-28 20:15:00,103.72,34.273,57.88,29.535 -2020-08-28 20:30:00,95.59,33.826,57.88,29.535 -2020-08-28 20:45:00,90.62,32.982,57.88,29.535 -2020-08-28 21:00:00,84.68,32.658,53.32,29.535 -2020-08-28 21:15:00,83.65,35.631,53.32,29.535 -2020-08-28 21:30:00,80.52,35.832,53.32,29.535 -2020-08-28 21:45:00,82.9,35.915,53.32,29.535 -2020-08-28 22:00:00,83.63,33.01,48.074,29.535 -2020-08-28 22:15:00,83.65,34.539,48.074,29.535 -2020-08-28 22:30:00,78.8,33.479,48.074,29.535 -2020-08-28 22:45:00,76.63,31.156999999999996,48.074,29.535 -2020-08-28 23:00:00,75.72,30.994,41.306999999999995,29.535 -2020-08-28 23:15:00,75.8,28.473000000000003,41.306999999999995,29.535 -2020-08-28 23:30:00,73.3,26.433000000000003,41.306999999999995,29.535 -2020-08-28 23:45:00,66.16,25.524,41.306999999999995,29.535 -2020-08-29 00:00:00,64.44,21.593000000000004,40.227,29.423000000000002 -2020-08-29 00:15:00,71.06,21.918000000000003,40.227,29.423000000000002 -2020-08-29 00:30:00,70.31,20.924,40.227,29.423000000000002 -2020-08-29 00:45:00,70.07,20.871,40.227,29.423000000000002 -2020-08-29 01:00:00,63.31,20.348,36.303000000000004,29.423000000000002 -2020-08-29 01:15:00,64.56,19.761,36.303000000000004,29.423000000000002 -2020-08-29 01:30:00,62.06,18.733,36.303000000000004,29.423000000000002 -2020-08-29 01:45:00,61.97,19.362000000000002,36.303000000000004,29.423000000000002 -2020-08-29 02:00:00,61.2,19.239,33.849000000000004,29.423000000000002 -2020-08-29 02:15:00,65.22,17.988,33.849000000000004,29.423000000000002 -2020-08-29 02:30:00,67.93,18.965,33.849000000000004,29.423000000000002 -2020-08-29 02:45:00,67.63,19.703,33.849000000000004,29.423000000000002 -2020-08-29 03:00:00,62.88,19.814,33.149,29.423000000000002 -2020-08-29 03:15:00,60.75,18.016,33.149,29.423000000000002 -2020-08-29 03:30:00,64.25,17.847,33.149,29.423000000000002 -2020-08-29 03:45:00,69.62,19.58,33.149,29.423000000000002 -2020-08-29 04:00:00,70.43,22.421999999999997,32.501,29.423000000000002 -2020-08-29 04:15:00,67.71,25.729,32.501,29.423000000000002 -2020-08-29 04:30:00,64.26,22.76,32.501,29.423000000000002 -2020-08-29 04:45:00,66.86,22.581,32.501,29.423000000000002 -2020-08-29 05:00:00,72.03,27.261,31.648000000000003,29.423000000000002 -2020-08-29 05:15:00,74.87,25.631,31.648000000000003,29.423000000000002 -2020-08-29 05:30:00,74.46,22.678,31.648000000000003,29.423000000000002 -2020-08-29 05:45:00,72.84,23.379,31.648000000000003,29.423000000000002 -2020-08-29 06:00:00,73.13,33.579,32.552,29.423000000000002 -2020-08-29 06:15:00,77.89,40.993,32.552,29.423000000000002 -2020-08-29 06:30:00,78.78,37.895,32.552,29.423000000000002 -2020-08-29 06:45:00,77.89,37.258,32.552,29.423000000000002 -2020-08-29 07:00:00,77.07,36.72,35.181999999999995,29.423000000000002 -2020-08-29 07:15:00,78.08,37.609,35.181999999999995,29.423000000000002 -2020-08-29 07:30:00,79.75,35.816,35.181999999999995,29.423000000000002 -2020-08-29 07:45:00,82.27,37.204,35.181999999999995,29.423000000000002 -2020-08-29 08:00:00,84.1,35.546,40.35,29.423000000000002 -2020-08-29 08:15:00,84.31,37.943000000000005,40.35,29.423000000000002 -2020-08-29 08:30:00,85.25,38.193000000000005,40.35,29.423000000000002 -2020-08-29 08:45:00,85.89,40.580999999999996,40.35,29.423000000000002 -2020-08-29 09:00:00,89.71,36.368,42.292,29.423000000000002 -2020-08-29 09:15:00,89.66,37.569,42.292,29.423000000000002 -2020-08-29 09:30:00,85.99,40.035,42.292,29.423000000000002 -2020-08-29 09:45:00,80.14,42.298,42.292,29.423000000000002 -2020-08-29 10:00:00,80.79,39.221,40.084,29.423000000000002 -2020-08-29 10:15:00,88.58,40.082,40.084,29.423000000000002 -2020-08-29 10:30:00,90.14,40.073,40.084,29.423000000000002 -2020-08-29 10:45:00,90.37,40.782,40.084,29.423000000000002 -2020-08-29 11:00:00,89.97,39.248000000000005,36.966,29.423000000000002 -2020-08-29 11:15:00,91.84,40.025999999999996,36.966,29.423000000000002 -2020-08-29 11:30:00,89.82,40.753,36.966,29.423000000000002 -2020-08-29 11:45:00,88.72,41.224,36.966,29.423000000000002 -2020-08-29 12:00:00,86.32,38.188,35.19,29.423000000000002 -2020-08-29 12:15:00,84.51,37.68,35.19,29.423000000000002 -2020-08-29 12:30:00,82.92,36.863,35.19,29.423000000000002 -2020-08-29 12:45:00,85.5,37.486,35.19,29.423000000000002 -2020-08-29 13:00:00,81.37,36.576,32.277,29.423000000000002 -2020-08-29 13:15:00,82.13,36.982,32.277,29.423000000000002 -2020-08-29 13:30:00,81.68,36.403,32.277,29.423000000000002 -2020-08-29 13:45:00,81.28,35.406,32.277,29.423000000000002 -2020-08-29 14:00:00,79.6,35.664,31.436999999999998,29.423000000000002 -2020-08-29 14:15:00,79.02,34.179,31.436999999999998,29.423000000000002 -2020-08-29 14:30:00,76.91,34.474000000000004,31.436999999999998,29.423000000000002 -2020-08-29 14:45:00,76.5,34.986999999999995,31.436999999999998,29.423000000000002 -2020-08-29 15:00:00,76.4,35.93,33.493,29.423000000000002 -2020-08-29 15:15:00,77.73,34.336,33.493,29.423000000000002 -2020-08-29 15:30:00,78.14,32.926,33.493,29.423000000000002 -2020-08-29 15:45:00,77.73,31.178,33.493,29.423000000000002 -2020-08-29 16:00:00,78.32,34.436,36.593,29.423000000000002 -2020-08-29 16:15:00,79.7,34.065,36.593,29.423000000000002 -2020-08-29 16:30:00,80.81,33.906,36.593,29.423000000000002 -2020-08-29 16:45:00,82.06,31.432,36.593,29.423000000000002 -2020-08-29 17:00:00,84.59,34.291,42.049,29.423000000000002 -2020-08-29 17:15:00,86.73,33.227,42.049,29.423000000000002 -2020-08-29 17:30:00,85.87,32.711,42.049,29.423000000000002 -2020-08-29 17:45:00,83.17,32.935,42.049,29.423000000000002 -2020-08-29 18:00:00,84.18,36.61,43.755,29.423000000000002 -2020-08-29 18:15:00,83.2,37.168,43.755,29.423000000000002 -2020-08-29 18:30:00,83.27,36.759,43.755,29.423000000000002 -2020-08-29 18:45:00,84.31,36.943000000000005,43.755,29.423000000000002 -2020-08-29 19:00:00,89.05,37.398,44.492,29.423000000000002 -2020-08-29 19:15:00,84.66,35.963,44.492,29.423000000000002 -2020-08-29 19:30:00,86.21,35.665,44.492,29.423000000000002 -2020-08-29 19:45:00,81.85,35.891999999999996,44.492,29.423000000000002 -2020-08-29 20:00:00,77.43,33.655,40.896,29.423000000000002 -2020-08-29 20:15:00,77.44,33.62,40.896,29.423000000000002 -2020-08-29 20:30:00,75.73,32.365,40.896,29.423000000000002 -2020-08-29 20:45:00,76.44,33.168,40.896,29.423000000000002 -2020-08-29 21:00:00,73.3,31.482,39.056,29.423000000000002 -2020-08-29 21:15:00,72.72,34.125,39.056,29.423000000000002 -2020-08-29 21:30:00,70.23,34.483000000000004,39.056,29.423000000000002 -2020-08-29 21:45:00,69.8,34.045,39.056,29.423000000000002 -2020-08-29 22:00:00,66.22,31.079,38.478,29.423000000000002 -2020-08-29 22:15:00,65.01,32.786,38.478,29.423000000000002 -2020-08-29 22:30:00,63.02,31.276999999999997,38.478,29.423000000000002 -2020-08-29 22:45:00,61.99,29.272,38.478,29.423000000000002 -2020-08-29 23:00:00,58.73,28.525,32.953,29.423000000000002 -2020-08-29 23:15:00,57.9,26.384,32.953,29.423000000000002 -2020-08-29 23:30:00,57.04,26.589000000000002,32.953,29.423000000000002 -2020-08-29 23:45:00,56.91,26.037,32.953,29.423000000000002 -2020-08-30 00:00:00,54.27,22.994,28.584,29.423000000000002 -2020-08-30 00:15:00,55.13,22.281999999999996,28.584,29.423000000000002 -2020-08-30 00:30:00,50.94,21.165,28.584,29.423000000000002 -2020-08-30 00:45:00,53.35,21.011,28.584,29.423000000000002 -2020-08-30 01:00:00,51.34,20.706999999999997,26.419,29.423000000000002 -2020-08-30 01:15:00,52.9,20.012999999999998,26.419,29.423000000000002 -2020-08-30 01:30:00,52.18,18.868,26.419,29.423000000000002 -2020-08-30 01:45:00,51.93,19.159000000000002,26.419,29.423000000000002 -2020-08-30 02:00:00,52.18,19.118,25.335,29.423000000000002 -2020-08-30 02:15:00,51.62,18.54,25.335,29.423000000000002 -2020-08-30 02:30:00,51.01,19.651,25.335,29.423000000000002 -2020-08-30 02:45:00,50.76,20.117,25.335,29.423000000000002 -2020-08-30 03:00:00,51.01,20.8,24.805,29.423000000000002 -2020-08-30 03:15:00,51.32,19.261,24.805,29.423000000000002 -2020-08-30 03:30:00,52.27,18.414,24.805,29.423000000000002 -2020-08-30 03:45:00,53.2,19.423,24.805,29.423000000000002 -2020-08-30 04:00:00,53.28,22.268,25.772,29.423000000000002 -2020-08-30 04:15:00,53.79,25.218000000000004,25.772,29.423000000000002 -2020-08-30 04:30:00,54.34,23.467,25.772,29.423000000000002 -2020-08-30 04:45:00,55.42,22.866,25.772,29.423000000000002 -2020-08-30 05:00:00,56.16,27.819000000000003,25.971999999999998,29.423000000000002 -2020-08-30 05:15:00,56.99,25.605999999999998,25.971999999999998,29.423000000000002 -2020-08-30 05:30:00,56.61,22.284000000000002,25.971999999999998,29.423000000000002 -2020-08-30 05:45:00,57.04,22.694000000000003,25.971999999999998,29.423000000000002 -2020-08-30 06:00:00,58.54,30.746,26.026,29.423000000000002 -2020-08-30 06:15:00,59.88,38.948,26.026,29.423000000000002 -2020-08-30 06:30:00,61.66,35.231,26.026,29.423000000000002 -2020-08-30 06:45:00,63.97,33.71,26.026,29.423000000000002 -2020-08-30 07:00:00,66.86,33.422,27.396,29.423000000000002 -2020-08-30 07:15:00,68.13,32.858000000000004,27.396,29.423000000000002 -2020-08-30 07:30:00,70.07,32.260999999999996,27.396,29.423000000000002 -2020-08-30 07:45:00,71.87,33.628,27.396,29.423000000000002 -2020-08-30 08:00:00,74.54,32.635,30.791999999999998,29.423000000000002 -2020-08-30 08:15:00,76.67,36.064,30.791999999999998,29.423000000000002 -2020-08-30 08:30:00,77.37,37.067,30.791999999999998,29.423000000000002 -2020-08-30 08:45:00,78.29,39.330999999999996,30.791999999999998,29.423000000000002 -2020-08-30 09:00:00,78.71,35.037,32.482,29.423000000000002 -2020-08-30 09:15:00,79.95,35.771,32.482,29.423000000000002 -2020-08-30 09:30:00,80.79,38.611999999999995,32.482,29.423000000000002 -2020-08-30 09:45:00,83.14,41.757,32.482,29.423000000000002 -2020-08-30 10:00:00,84.85,39.117,31.951,29.423000000000002 -2020-08-30 10:15:00,87.31,40.061,31.951,29.423000000000002 -2020-08-30 10:30:00,88.3,40.231,31.951,29.423000000000002 -2020-08-30 10:45:00,87.52,41.902,31.951,29.423000000000002 -2020-08-30 11:00:00,84.25,40.043,33.619,29.423000000000002 -2020-08-30 11:15:00,83.28,40.399,33.619,29.423000000000002 -2020-08-30 11:30:00,81.94,41.626000000000005,33.619,29.423000000000002 -2020-08-30 11:45:00,80.98,42.297,33.619,29.423000000000002 -2020-08-30 12:00:00,78.49,40.249,30.975,29.423000000000002 -2020-08-30 12:15:00,77.41,39.084,30.975,29.423000000000002 -2020-08-30 12:30:00,75.82,38.535,30.975,29.423000000000002 -2020-08-30 12:45:00,78.16,38.595,30.975,29.423000000000002 -2020-08-30 13:00:00,72.08,37.405,27.956999999999997,29.423000000000002 -2020-08-30 13:15:00,72.23,37.171,27.956999999999997,29.423000000000002 -2020-08-30 13:30:00,71.97,35.578,27.956999999999997,29.423000000000002 -2020-08-30 13:45:00,72.4,35.635,27.956999999999997,29.423000000000002 -2020-08-30 14:00:00,70.92,36.957,25.555999999999997,29.423000000000002 -2020-08-30 14:15:00,70.88,35.834,25.555999999999997,29.423000000000002 -2020-08-30 14:30:00,70.54,34.972,25.555999999999997,29.423000000000002 -2020-08-30 14:45:00,70.65,34.519,25.555999999999997,29.423000000000002 -2020-08-30 15:00:00,71.32,35.598,26.271,29.423000000000002 -2020-08-30 15:15:00,71.25,33.243,26.271,29.423000000000002 -2020-08-30 15:30:00,71.19,31.660999999999998,26.271,29.423000000000002 -2020-08-30 15:45:00,71.97,30.158,26.271,29.423000000000002 -2020-08-30 16:00:00,73.4,31.854,30.369,29.423000000000002 -2020-08-30 16:15:00,74.06,31.729,30.369,29.423000000000002 -2020-08-30 16:30:00,75.86,32.481,30.369,29.423000000000002 -2020-08-30 16:45:00,78.3,30.105999999999998,30.369,29.423000000000002 -2020-08-30 17:00:00,79.85,33.259,38.787,29.423000000000002 -2020-08-30 17:15:00,80.1,33.619,38.787,29.423000000000002 -2020-08-30 17:30:00,81.58,33.845,38.787,29.423000000000002 -2020-08-30 17:45:00,80.78,34.421,38.787,29.423000000000002 -2020-08-30 18:00:00,83.14,38.659,41.886,29.423000000000002 -2020-08-30 18:15:00,80.9,38.830999999999996,41.886,29.423000000000002 -2020-08-30 18:30:00,80.98,38.26,41.886,29.423000000000002 -2020-08-30 18:45:00,80.43,38.503,41.886,29.423000000000002 -2020-08-30 19:00:00,86.05,40.954,42.91,29.423000000000002 -2020-08-30 19:15:00,82.33,38.507,42.91,29.423000000000002 -2020-08-30 19:30:00,83.91,37.993,42.91,29.423000000000002 -2020-08-30 19:45:00,80.57,37.784,42.91,29.423000000000002 -2020-08-30 20:00:00,78.83,35.695,42.148999999999994,29.423000000000002 -2020-08-30 20:15:00,79.05,35.516,42.148999999999994,29.423000000000002 -2020-08-30 20:30:00,78.41,34.949,42.148999999999994,29.423000000000002 -2020-08-30 20:45:00,79.19,34.219,42.148999999999994,29.423000000000002 -2020-08-30 21:00:00,77.65,32.483000000000004,40.955999999999996,29.423000000000002 -2020-08-30 21:15:00,78.79,34.856,40.955999999999996,29.423000000000002 -2020-08-30 21:30:00,75.78,34.623000000000005,40.955999999999996,29.423000000000002 -2020-08-30 21:45:00,75.79,34.472,40.955999999999996,29.423000000000002 -2020-08-30 22:00:00,72.02,33.349000000000004,39.873000000000005,29.423000000000002 -2020-08-30 22:15:00,72.93,33.534,39.873000000000005,29.423000000000002 -2020-08-30 22:30:00,71.7,31.603,39.873000000000005,29.423000000000002 -2020-08-30 22:45:00,70.88,28.467,39.873000000000005,29.423000000000002 -2020-08-30 23:00:00,66.13,27.553,35.510999999999996,29.423000000000002 -2020-08-30 23:15:00,67.65,26.502,35.510999999999996,29.423000000000002 -2020-08-30 23:30:00,68.19,26.213,35.510999999999996,29.423000000000002 -2020-08-30 23:45:00,66.64,25.791,35.510999999999996,29.423000000000002 -2020-08-31 00:00:00,63.09,24.439,33.475,29.535 -2020-08-31 00:15:00,65.41,24.381,33.475,29.535 -2020-08-31 00:30:00,65.2,22.921,33.475,29.535 -2020-08-31 00:45:00,65.56,22.427,33.475,29.535 -2020-08-31 01:00:00,62.92,22.448,33.111,29.535 -2020-08-31 01:15:00,64.41,21.793000000000003,33.111,29.535 -2020-08-31 01:30:00,64.04,20.988000000000003,33.111,29.535 -2020-08-31 01:45:00,65.01,21.19,33.111,29.535 -2020-08-31 02:00:00,62.9,21.559,32.358000000000004,29.535 -2020-08-31 02:15:00,64.34,20.055999999999997,32.358000000000004,29.535 -2020-08-31 02:30:00,64.2,21.287,32.358000000000004,29.535 -2020-08-31 02:45:00,64.04,21.629,32.358000000000004,29.535 -2020-08-31 03:00:00,65.64,22.729,30.779,29.535 -2020-08-31 03:15:00,66.35,21.822,30.779,29.535 -2020-08-31 03:30:00,72.4,21.601999999999997,30.779,29.535 -2020-08-31 03:45:00,75.77,22.195,30.779,29.535 -2020-08-31 04:00:00,80.59,27.787,31.416,29.535 -2020-08-31 04:15:00,79.36,33.317,31.416,29.535 -2020-08-31 04:30:00,88.89,31.094,31.416,29.535 -2020-08-31 04:45:00,94.27,30.829,31.416,29.535 -2020-08-31 05:00:00,100.31,42.129,37.221,29.535 -2020-08-31 05:15:00,101.92,48.968,37.221,29.535 -2020-08-31 05:30:00,101.22,44.25,37.221,29.535 -2020-08-31 05:45:00,104.81,41.94,37.221,29.535 -2020-08-31 06:00:00,108.02,40.968,51.891000000000005,29.535 -2020-08-31 06:15:00,111.44,41.255,51.891000000000005,29.535 -2020-08-31 06:30:00,112.93,40.977,51.891000000000005,29.535 -2020-08-31 06:45:00,115.62,44.062,51.891000000000005,29.535 -2020-08-31 07:00:00,119.0,43.956,62.282,29.535 -2020-08-31 07:15:00,119.27,45.438,62.282,29.535 -2020-08-31 07:30:00,120.08,44.106,62.282,29.535 -2020-08-31 07:45:00,119.77,45.791000000000004,62.282,29.535 -2020-08-31 08:00:00,121.76,42.894,54.102,29.535 -2020-08-31 08:15:00,123.35,45.245,54.102,29.535 -2020-08-31 08:30:00,124.12,45.458999999999996,54.102,29.535 -2020-08-31 08:45:00,125.71,47.97,54.102,29.535 -2020-08-31 09:00:00,129.33,42.748999999999995,50.917,29.535 -2020-08-31 09:15:00,126.56,41.933,50.917,29.535 -2020-08-31 09:30:00,126.46,43.938,50.917,29.535 -2020-08-31 09:45:00,127.36,44.971000000000004,50.917,29.535 -2020-08-31 10:00:00,128.24,42.68899999999999,49.718999999999994,29.535 -2020-08-31 10:15:00,131.55,43.481,49.718999999999994,29.535 -2020-08-31 10:30:00,130.34,43.248000000000005,49.718999999999994,29.535 -2020-08-31 10:45:00,123.89,43.443000000000005,49.718999999999994,29.535 -2020-08-31 11:00:00,124.43,41.855,49.833999999999996,29.535 -2020-08-31 11:15:00,124.83,42.403,49.833999999999996,29.535 -2020-08-31 11:30:00,129.95,44.224,49.833999999999996,29.535 -2020-08-31 11:45:00,125.36,45.352,49.833999999999996,29.535 -2020-08-31 12:00:00,121.07,41.592,47.832,29.535 -2020-08-31 12:15:00,122.98,40.518,47.832,29.535 -2020-08-31 12:30:00,117.12,38.993,47.832,29.535 -2020-08-31 12:45:00,116.46,38.983000000000004,47.832,29.535 -2020-08-31 13:00:00,120.35,38.641,48.03,29.535 -2020-08-31 13:15:00,120.22,37.631,48.03,29.535 -2020-08-31 13:30:00,118.44,36.205,48.03,29.535 -2020-08-31 13:45:00,111.87,37.094,48.03,29.535 -2020-08-31 14:00:00,111.57,37.562,48.157,29.535 -2020-08-31 14:15:00,114.04,37.012,48.157,29.535 -2020-08-31 14:30:00,113.71,36.038000000000004,48.157,29.535 -2020-08-31 14:45:00,116.13,37.49,48.157,29.535 -2020-08-31 15:00:00,113.44,38.115,48.897,29.535 -2020-08-31 15:15:00,111.84,35.278,48.897,29.535 -2020-08-31 15:30:00,110.24,34.448,48.897,29.535 -2020-08-31 15:45:00,108.51,32.522,48.897,29.535 -2020-08-31 16:00:00,104.99,35.231,51.446000000000005,29.535 -2020-08-31 16:15:00,104.55,35.198,51.446000000000005,29.535 -2020-08-31 16:30:00,108.33,35.369,51.446000000000005,29.535 -2020-08-31 16:45:00,108.42,33.097,51.446000000000005,29.535 -2020-08-31 17:00:00,109.57,35.18,57.507,29.535 -2020-08-31 17:15:00,108.31,35.944,57.507,29.535 -2020-08-31 17:30:00,111.74,35.846,57.507,29.535 -2020-08-31 17:45:00,110.77,36.141999999999996,57.507,29.535 -2020-08-31 18:00:00,113.05,39.413000000000004,57.896,29.535 -2020-08-31 18:15:00,109.66,37.992,57.896,29.535 -2020-08-31 18:30:00,110.56,36.729,57.896,29.535 -2020-08-31 18:45:00,108.24,39.83,57.896,29.535 -2020-08-31 19:00:00,109.87,42.091,57.891999999999996,29.535 -2020-08-31 19:15:00,105.78,40.868,57.891999999999996,29.535 -2020-08-31 19:30:00,103.3,40.012,57.891999999999996,29.535 -2020-08-31 19:45:00,105.3,39.27,57.891999999999996,29.535 -2020-08-31 20:00:00,98.65,36.086999999999996,64.57300000000001,29.535 -2020-08-31 20:15:00,99.73,37.242,64.57300000000001,29.535 -2020-08-31 20:30:00,98.19,37.177,64.57300000000001,29.535 -2020-08-31 20:45:00,98.28,36.565,64.57300000000001,29.535 -2020-08-31 21:00:00,93.39,34.244,59.431999999999995,29.535 -2020-08-31 21:15:00,93.97,37.034,59.431999999999995,29.535 -2020-08-31 21:30:00,89.46,37.196999999999996,59.431999999999995,29.535 -2020-08-31 21:45:00,86.99,36.826,59.431999999999995,29.535 -2020-08-31 22:00:00,86.09,33.882,51.519,29.535 -2020-08-31 22:15:00,89.99,35.885999999999996,51.519,29.535 -2020-08-31 22:30:00,88.27,30.206,51.519,29.535 -2020-08-31 22:45:00,83.31,27.164,51.519,29.535 -2020-08-31 23:00:00,75.5,26.299,44.501000000000005,29.535 -2020-08-31 23:15:00,75.51,23.673000000000002,44.501000000000005,29.535 -2020-08-31 23:30:00,75.27,23.296999999999997,44.501000000000005,29.535 -2020-08-31 23:45:00,75.09,22.335,44.501000000000005,29.535 -2020-09-01 00:00:00,73.47,29.916999999999998,44.438,29.93 -2020-09-01 00:15:00,81.26,30.489,44.438,29.93 -2020-09-01 00:30:00,72.65,30.061,44.438,29.93 -2020-09-01 00:45:00,74.24,30.002,44.438,29.93 -2020-09-01 01:00:00,75.98,29.759,41.468999999999994,29.93 -2020-09-01 01:15:00,79.49,28.94,41.468999999999994,29.93 -2020-09-01 01:30:00,80.77,27.840999999999998,41.468999999999994,29.93 -2020-09-01 01:45:00,80.77,26.919,41.468999999999994,29.93 -2020-09-01 02:00:00,76.57,26.625,39.708,29.93 -2020-09-01 02:15:00,74.41,26.226,39.708,29.93 -2020-09-01 02:30:00,73.57,26.895,39.708,29.93 -2020-09-01 02:45:00,75.06,27.743000000000002,39.708,29.93 -2020-09-01 03:00:00,75.97,28.845,38.919000000000004,29.93 -2020-09-01 03:15:00,76.67,28.206,38.919000000000004,29.93 -2020-09-01 03:30:00,77.0,28.11,38.919000000000004,29.93 -2020-09-01 03:45:00,80.42,28.19,38.919000000000004,29.93 -2020-09-01 04:00:00,83.6,34.74,40.092,29.93 -2020-09-01 04:15:00,85.52,41.981,40.092,29.93 -2020-09-01 04:30:00,93.85,39.315,40.092,29.93 -2020-09-01 04:45:00,102.83,39.861999999999995,40.092,29.93 -2020-09-01 05:00:00,110.21,57.162,43.713,29.93 -2020-09-01 05:15:00,108.06,68.223,43.713,29.93 -2020-09-01 05:30:00,106.25,62.226000000000006,43.713,29.93 -2020-09-01 05:45:00,108.65,58.465,43.713,29.93 -2020-09-01 06:00:00,117.46,58.838,56.033,29.93 -2020-09-01 06:15:00,114.57,60.111000000000004,56.033,29.93 -2020-09-01 06:30:00,114.76,58.723,56.033,29.93 -2020-09-01 06:45:00,117.5,60.365,56.033,29.93 -2020-09-01 07:00:00,120.97,58.69,66.003,29.93 -2020-09-01 07:15:00,121.58,59.825,66.003,29.93 -2020-09-01 07:30:00,122.12,58.056000000000004,66.003,29.93 -2020-09-01 07:45:00,122.42,58.925,66.003,29.93 -2020-09-01 08:00:00,123.81,57.608999999999995,57.474,29.93 -2020-09-01 08:15:00,119.75,59.684,57.474,29.93 -2020-09-01 08:30:00,121.34,58.928999999999995,57.474,29.93 -2020-09-01 08:45:00,119.7,60.385,57.474,29.93 -2020-09-01 09:00:00,119.63,56.747,51.928000000000004,29.93 -2020-09-01 09:15:00,114.95,55.32899999999999,51.928000000000004,29.93 -2020-09-01 09:30:00,111.22,57.449,51.928000000000004,29.93 -2020-09-01 09:45:00,112.13,59.055,51.928000000000004,29.93 -2020-09-01 10:00:00,110.13,55.532,49.46,29.93 -2020-09-01 10:15:00,111.52,56.278999999999996,49.46,29.93 -2020-09-01 10:30:00,112.58,56.043,49.46,29.93 -2020-09-01 10:45:00,113.39,57.13399999999999,49.46,29.93 -2020-09-01 11:00:00,106.2,53.576,48.206,29.93 -2020-09-01 11:15:00,104.73,54.661,48.206,29.93 -2020-09-01 11:30:00,106.63,55.326,48.206,29.93 -2020-09-01 11:45:00,108.22,56.138000000000005,48.206,29.93 -2020-09-01 12:00:00,105.4,52.413999999999994,46.285,29.93 -2020-09-01 12:15:00,110.05,52.071000000000005,46.285,29.93 -2020-09-01 12:30:00,108.08,51.176,46.285,29.93 -2020-09-01 12:45:00,105.77,52.277,46.285,29.93 -2020-09-01 13:00:00,110.03,51.369,46.861999999999995,29.93 -2020-09-01 13:15:00,106.07,51.993,46.861999999999995,29.93 -2020-09-01 13:30:00,107.01,50.818000000000005,46.861999999999995,29.93 -2020-09-01 13:45:00,108.05,49.903999999999996,46.861999999999995,29.93 -2020-09-01 14:00:00,104.78,51.108000000000004,46.488,29.93 -2020-09-01 14:15:00,107.92,50.152,46.488,29.93 -2020-09-01 14:30:00,103.2,48.902,46.488,29.93 -2020-09-01 14:45:00,103.58,49.669,46.488,29.93 -2020-09-01 15:00:00,101.89,50.393,48.442,29.93 -2020-09-01 15:15:00,103.13,48.303000000000004,48.442,29.93 -2020-09-01 15:30:00,103.38,47.102,48.442,29.93 -2020-09-01 15:45:00,102.77,44.833999999999996,48.442,29.93 -2020-09-01 16:00:00,102.66,47.282,50.397,29.93 -2020-09-01 16:15:00,105.53,47.086000000000006,50.397,29.93 -2020-09-01 16:30:00,106.51,47.457,50.397,29.93 -2020-09-01 16:45:00,108.89,45.013999999999996,50.397,29.93 -2020-09-01 17:00:00,109.84,46.915,56.668,29.93 -2020-09-01 17:15:00,109.18,47.858000000000004,56.668,29.93 -2020-09-01 17:30:00,109.98,47.298,56.668,29.93 -2020-09-01 17:45:00,112.11,46.278999999999996,56.668,29.93 -2020-09-01 18:00:00,113.7,48.562,57.957,29.93 -2020-09-01 18:15:00,109.54,48.016999999999996,57.957,29.93 -2020-09-01 18:30:00,111.45,46.04,57.957,29.93 -2020-09-01 18:45:00,109.99,50.2,57.957,29.93 -2020-09-01 19:00:00,111.38,52.652,57.056000000000004,29.93 -2020-09-01 19:15:00,107.84,51.383,57.056000000000004,29.93 -2020-09-01 19:30:00,107.01,50.34,57.056000000000004,29.93 -2020-09-01 19:45:00,106.18,50.461999999999996,57.056000000000004,29.93 -2020-09-01 20:00:00,100.69,48.705,64.156,29.93 -2020-09-01 20:15:00,100.76,48.184,64.156,29.93 -2020-09-01 20:30:00,98.36,47.782,64.156,29.93 -2020-09-01 20:45:00,97.15,47.833,64.156,29.93 -2020-09-01 21:00:00,91.14,46.413000000000004,56.507,29.93 -2020-09-01 21:15:00,91.05,48.013000000000005,56.507,29.93 -2020-09-01 21:30:00,87.36,47.721000000000004,56.507,29.93 -2020-09-01 21:45:00,85.97,47.453,56.507,29.93 -2020-09-01 22:00:00,81.23,45.082,50.728,29.93 -2020-09-01 22:15:00,80.37,45.82899999999999,50.728,29.93 -2020-09-01 22:30:00,79.33,38.537,50.728,29.93 -2020-09-01 22:45:00,78.66,35.022,50.728,29.93 -2020-09-01 23:00:00,74.04,31.743000000000002,43.556999999999995,29.93 -2020-09-01 23:15:00,74.63,31.009,43.556999999999995,29.93 -2020-09-01 23:30:00,74.95,30.879,43.556999999999995,29.93 -2020-09-01 23:45:00,73.76,30.048000000000002,43.556999999999995,29.93 -2020-09-02 00:00:00,70.09,30.121,41.151,29.93 -2020-09-02 00:15:00,71.22,30.691,41.151,29.93 -2020-09-02 00:30:00,70.52,30.272,41.151,29.93 -2020-09-02 00:45:00,70.04,30.22,41.151,29.93 -2020-09-02 01:00:00,70.4,29.961,37.763000000000005,29.93 -2020-09-02 01:15:00,71.55,29.159000000000002,37.763000000000005,29.93 -2020-09-02 01:30:00,70.54,28.076999999999998,37.763000000000005,29.93 -2020-09-02 01:45:00,71.31,27.156,37.763000000000005,29.93 -2020-09-02 02:00:00,70.05,26.865,35.615,29.93 -2020-09-02 02:15:00,70.33,26.489,35.615,29.93 -2020-09-02 02:30:00,70.42,27.131999999999998,35.615,29.93 -2020-09-02 02:45:00,71.01,27.975,35.615,29.93 -2020-09-02 03:00:00,71.66,29.066,35.153,29.93 -2020-09-02 03:15:00,73.29,28.445,35.153,29.93 -2020-09-02 03:30:00,74.2,28.353,35.153,29.93 -2020-09-02 03:45:00,76.12,28.423000000000002,35.153,29.93 -2020-09-02 04:00:00,79.71,35.003,36.203,29.93 -2020-09-02 04:15:00,83.25,42.268,36.203,29.93 -2020-09-02 04:30:00,93.94,39.609,36.203,29.93 -2020-09-02 04:45:00,98.95,40.161,36.203,29.93 -2020-09-02 05:00:00,102.22,57.54600000000001,39.922,29.93 -2020-09-02 05:15:00,99.73,68.696,39.922,29.93 -2020-09-02 05:30:00,104.42,62.69,39.922,29.93 -2020-09-02 05:45:00,106.12,58.883,39.922,29.93 -2020-09-02 06:00:00,110.69,59.221000000000004,56.443999999999996,29.93 -2020-09-02 06:15:00,110.55,60.515,56.443999999999996,29.93 -2020-09-02 06:30:00,112.02,59.126999999999995,56.443999999999996,29.93 -2020-09-02 06:45:00,111.67,60.766000000000005,56.443999999999996,29.93 -2020-09-02 07:00:00,114.69,59.091,68.683,29.93 -2020-09-02 07:15:00,114.16,60.243,68.683,29.93 -2020-09-02 07:30:00,112.53,58.504,68.683,29.93 -2020-09-02 07:45:00,112.99,59.375,68.683,29.93 -2020-09-02 08:00:00,112.66,58.06399999999999,59.003,29.93 -2020-09-02 08:15:00,112.55,60.106,59.003,29.93 -2020-09-02 08:30:00,111.76,59.354,59.003,29.93 -2020-09-02 08:45:00,108.42,60.795,59.003,29.93 -2020-09-02 09:00:00,107.65,57.165,56.21,29.93 -2020-09-02 09:15:00,106.69,55.736000000000004,56.21,29.93 -2020-09-02 09:30:00,106.79,57.836000000000006,56.21,29.93 -2020-09-02 09:45:00,106.64,59.413999999999994,56.21,29.93 -2020-09-02 10:00:00,106.81,55.888999999999996,52.358999999999995,29.93 -2020-09-02 10:15:00,107.49,56.603,52.358999999999995,29.93 -2020-09-02 10:30:00,104.67,56.357,52.358999999999995,29.93 -2020-09-02 10:45:00,104.68,57.435,52.358999999999995,29.93 -2020-09-02 11:00:00,102.67,53.89,51.161,29.93 -2020-09-02 11:15:00,101.54,54.961000000000006,51.161,29.93 -2020-09-02 11:30:00,105.83,55.623999999999995,51.161,29.93 -2020-09-02 11:45:00,103.98,56.419,51.161,29.93 -2020-09-02 12:00:00,99.78,52.676,49.119,29.93 -2020-09-02 12:15:00,101.12,52.318999999999996,49.119,29.93 -2020-09-02 12:30:00,101.87,51.45,49.119,29.93 -2020-09-02 12:45:00,104.35,52.54,49.119,29.93 -2020-09-02 13:00:00,100.22,51.608000000000004,49.187,29.93 -2020-09-02 13:15:00,101.85,52.223,49.187,29.93 -2020-09-02 13:30:00,99.0,51.04600000000001,49.187,29.93 -2020-09-02 13:45:00,102.96,50.141999999999996,49.187,29.93 -2020-09-02 14:00:00,102.01,51.306999999999995,49.787,29.93 -2020-09-02 14:15:00,102.18,50.363,49.787,29.93 -2020-09-02 14:30:00,100.6,49.137,49.787,29.93 -2020-09-02 14:45:00,103.38,49.903,49.787,29.93 -2020-09-02 15:00:00,106.74,50.576,51.458999999999996,29.93 -2020-09-02 15:15:00,101.18,48.5,51.458999999999996,29.93 -2020-09-02 15:30:00,102.11,47.323,51.458999999999996,29.93 -2020-09-02 15:45:00,100.59,45.065,51.458999999999996,29.93 -2020-09-02 16:00:00,102.98,47.48,53.663000000000004,29.93 -2020-09-02 16:15:00,103.91,47.295,53.663000000000004,29.93 -2020-09-02 16:30:00,108.38,47.666000000000004,53.663000000000004,29.93 -2020-09-02 16:45:00,107.21,45.275,53.663000000000004,29.93 -2020-09-02 17:00:00,108.81,47.14,58.183,29.93 -2020-09-02 17:15:00,109.2,48.111000000000004,58.183,29.93 -2020-09-02 17:30:00,109.84,47.558,58.183,29.93 -2020-09-02 17:45:00,111.27,46.574,58.183,29.93 -2020-09-02 18:00:00,113.28,48.843,60.141000000000005,29.93 -2020-09-02 18:15:00,110.36,48.303999999999995,60.141000000000005,29.93 -2020-09-02 18:30:00,108.48,46.339,60.141000000000005,29.93 -2020-09-02 18:45:00,112.25,50.495,60.141000000000005,29.93 -2020-09-02 19:00:00,116.4,52.958999999999996,60.582,29.93 -2020-09-02 19:15:00,114.79,51.688,60.582,29.93 -2020-09-02 19:30:00,113.75,50.644,60.582,29.93 -2020-09-02 19:45:00,114.25,50.766000000000005,60.582,29.93 -2020-09-02 20:00:00,110.94,49.023,66.61,29.93 -2020-09-02 20:15:00,106.94,48.503,66.61,29.93 -2020-09-02 20:30:00,102.41,48.07899999999999,66.61,29.93 -2020-09-02 20:45:00,98.12,48.092,66.61,29.93 -2020-09-02 21:00:00,91.53,46.675,57.658,29.93 -2020-09-02 21:15:00,91.25,48.266000000000005,57.658,29.93 -2020-09-02 21:30:00,86.71,47.976000000000006,57.658,29.93 -2020-09-02 21:45:00,86.21,47.672,57.658,29.93 -2020-09-02 22:00:00,80.75,45.28,51.81,29.93 -2020-09-02 22:15:00,81.19,46.005,51.81,29.93 -2020-09-02 22:30:00,80.24,38.691,51.81,29.93 -2020-09-02 22:45:00,83.69,35.178000000000004,51.81,29.93 -2020-09-02 23:00:00,82.31,31.945,42.93600000000001,29.93 -2020-09-02 23:15:00,84.53,31.188000000000002,42.93600000000001,29.93 -2020-09-02 23:30:00,80.72,31.066,42.93600000000001,29.93 -2020-09-02 23:45:00,74.93,30.238000000000003,42.93600000000001,29.93 -2020-09-03 00:00:00,78.78,30.328000000000003,39.211,29.93 -2020-09-03 00:15:00,80.39,30.897,39.211,29.93 -2020-09-03 00:30:00,80.32,30.485,39.211,29.93 -2020-09-03 00:45:00,73.95,30.44,39.211,29.93 -2020-09-03 01:00:00,73.78,30.165,37.607,29.93 -2020-09-03 01:15:00,79.05,29.381,37.607,29.93 -2020-09-03 01:30:00,79.16,28.316,37.607,29.93 -2020-09-03 01:45:00,76.51,27.395,37.607,29.93 -2020-09-03 02:00:00,74.11,27.108,36.44,29.93 -2020-09-03 02:15:00,80.14,26.754,36.44,29.93 -2020-09-03 02:30:00,79.59,27.372,36.44,29.93 -2020-09-03 02:45:00,78.57,28.211,36.44,29.93 -2020-09-03 03:00:00,73.82,29.289,36.116,29.93 -2020-09-03 03:15:00,72.93,28.685,36.116,29.93 -2020-09-03 03:30:00,74.34,28.599,36.116,29.93 -2020-09-03 03:45:00,77.3,28.656999999999996,36.116,29.93 -2020-09-03 04:00:00,81.78,35.27,37.398,29.93 -2020-09-03 04:15:00,82.8,42.558,37.398,29.93 -2020-09-03 04:30:00,91.14,39.907,37.398,29.93 -2020-09-03 04:45:00,98.67,40.465,37.398,29.93 -2020-09-03 05:00:00,108.57,57.937,41.776,29.93 -2020-09-03 05:15:00,103.7,69.179,41.776,29.93 -2020-09-03 05:30:00,104.33,63.162,41.776,29.93 -2020-09-03 05:45:00,105.67,59.306999999999995,41.776,29.93 -2020-09-03 06:00:00,110.59,59.608999999999995,55.61,29.93 -2020-09-03 06:15:00,111.02,60.928000000000004,55.61,29.93 -2020-09-03 06:30:00,112.63,59.537,55.61,29.93 -2020-09-03 06:45:00,113.01,61.175,55.61,29.93 -2020-09-03 07:00:00,115.07,59.497,67.13600000000001,29.93 -2020-09-03 07:15:00,114.55,60.665,67.13600000000001,29.93 -2020-09-03 07:30:00,112.42,58.958,67.13600000000001,29.93 -2020-09-03 07:45:00,112.27,59.832,67.13600000000001,29.93 -2020-09-03 08:00:00,109.14,58.523999999999994,57.55,29.93 -2020-09-03 08:15:00,107.8,60.532,57.55,29.93 -2020-09-03 08:30:00,111.96,59.786,57.55,29.93 -2020-09-03 08:45:00,108.99,61.208,57.55,29.93 -2020-09-03 09:00:00,108.66,57.586000000000006,52.931999999999995,29.93 -2020-09-03 09:15:00,108.25,56.148999999999994,52.931999999999995,29.93 -2020-09-03 09:30:00,107.97,58.228,52.931999999999995,29.93 -2020-09-03 09:45:00,106.96,59.778,52.931999999999995,29.93 -2020-09-03 10:00:00,107.82,56.248999999999995,50.36600000000001,29.93 -2020-09-03 10:15:00,109.16,56.93,50.36600000000001,29.93 -2020-09-03 10:30:00,108.59,56.674,50.36600000000001,29.93 -2020-09-03 10:45:00,107.7,57.74,50.36600000000001,29.93 -2020-09-03 11:00:00,107.03,54.208,47.893,29.93 -2020-09-03 11:15:00,107.11,55.266000000000005,47.893,29.93 -2020-09-03 11:30:00,109.86,55.926,47.893,29.93 -2020-09-03 11:45:00,106.11,56.703,47.893,29.93 -2020-09-03 12:00:00,104.22,52.94,45.271,29.93 -2020-09-03 12:15:00,106.28,52.57,45.271,29.93 -2020-09-03 12:30:00,105.6,51.727,45.271,29.93 -2020-09-03 12:45:00,104.71,52.805,45.271,29.93 -2020-09-03 13:00:00,106.15,51.85,44.351000000000006,29.93 -2020-09-03 13:15:00,107.6,52.457,44.351000000000006,29.93 -2020-09-03 13:30:00,113.46,51.277,44.351000000000006,29.93 -2020-09-03 13:45:00,112.08,50.383,44.351000000000006,29.93 -2020-09-03 14:00:00,113.14,51.511,44.99,29.93 -2020-09-03 14:15:00,108.1,50.577,44.99,29.93 -2020-09-03 14:30:00,104.21,49.376000000000005,44.99,29.93 -2020-09-03 14:45:00,103.23,50.141000000000005,44.99,29.93 -2020-09-03 15:00:00,107.19,50.763000000000005,46.869,29.93 -2020-09-03 15:15:00,106.83,48.701,46.869,29.93 -2020-09-03 15:30:00,105.79,47.54600000000001,46.869,29.93 -2020-09-03 15:45:00,104.72,45.301,46.869,29.93 -2020-09-03 16:00:00,105.33,47.681000000000004,48.902,29.93 -2020-09-03 16:15:00,105.72,47.508,48.902,29.93 -2020-09-03 16:30:00,107.33,47.879,48.902,29.93 -2020-09-03 16:45:00,110.5,45.538999999999994,48.902,29.93 -2020-09-03 17:00:00,112.54,47.36600000000001,53.244,29.93 -2020-09-03 17:15:00,111.29,48.365,53.244,29.93 -2020-09-03 17:30:00,110.8,47.821999999999996,53.244,29.93 -2020-09-03 17:45:00,111.93,46.872,53.244,29.93 -2020-09-03 18:00:00,112.15,49.126999999999995,54.343999999999994,29.93 -2020-09-03 18:15:00,110.62,48.596000000000004,54.343999999999994,29.93 -2020-09-03 18:30:00,112.94,46.643,54.343999999999994,29.93 -2020-09-03 18:45:00,111.47,50.794,54.343999999999994,29.93 -2020-09-03 19:00:00,112.83,53.269,54.332,29.93 -2020-09-03 19:15:00,109.18,51.998000000000005,54.332,29.93 -2020-09-03 19:30:00,109.17,50.953,54.332,29.93 -2020-09-03 19:45:00,112.48,51.073,54.332,29.93 -2020-09-03 20:00:00,107.89,49.346000000000004,58.06,29.93 -2020-09-03 20:15:00,107.07,48.826,58.06,29.93 -2020-09-03 20:30:00,101.06,48.38,58.06,29.93 -2020-09-03 20:45:00,99.03,48.354,58.06,29.93 -2020-09-03 21:00:00,91.24,46.941,52.411,29.93 -2020-09-03 21:15:00,98.02,48.522,52.411,29.93 -2020-09-03 21:30:00,96.57,48.235,52.411,29.93 -2020-09-03 21:45:00,96.41,47.895,52.411,29.93 -2020-09-03 22:00:00,88.52,45.481,47.148999999999994,29.93 -2020-09-03 22:15:00,84.04,46.18600000000001,47.148999999999994,29.93 -2020-09-03 22:30:00,85.59,38.847,47.148999999999994,29.93 -2020-09-03 22:45:00,88.8,35.336999999999996,47.148999999999994,29.93 -2020-09-03 23:00:00,84.03,32.149,40.814,29.93 -2020-09-03 23:15:00,81.23,31.37,40.814,29.93 -2020-09-03 23:30:00,78.97,31.255,40.814,29.93 -2020-09-03 23:45:00,84.43,30.430999999999997,40.814,29.93 -2020-09-04 00:00:00,79.88,28.809,39.153,29.93 -2020-09-04 00:15:00,81.93,29.595,39.153,29.93 -2020-09-04 00:30:00,76.83,29.414,39.153,29.93 -2020-09-04 00:45:00,81.19,29.766,39.153,29.93 -2020-09-04 01:00:00,78.59,29.094,37.228,29.93 -2020-09-04 01:15:00,75.78,27.914,37.228,29.93 -2020-09-04 01:30:00,74.53,27.471,37.228,29.93 -2020-09-04 01:45:00,76.53,26.340999999999998,37.228,29.93 -2020-09-04 02:00:00,79.34,26.897,35.851,29.93 -2020-09-04 02:15:00,80.68,26.505,35.851,29.93 -2020-09-04 02:30:00,79.68,27.898000000000003,35.851,29.93 -2020-09-04 02:45:00,72.95,28.131,35.851,29.93 -2020-09-04 03:00:00,71.7,29.756,36.54,29.93 -2020-09-04 03:15:00,72.28,28.221,36.54,29.93 -2020-09-04 03:30:00,76.49,27.927,36.54,29.93 -2020-09-04 03:45:00,83.91,28.791999999999998,36.54,29.93 -2020-09-04 04:00:00,87.81,35.59,37.578,29.93 -2020-09-04 04:15:00,87.55,41.49100000000001,37.578,29.93 -2020-09-04 04:30:00,92.55,39.719,37.578,29.93 -2020-09-04 04:45:00,98.47,39.561,37.578,29.93 -2020-09-04 05:00:00,103.34,56.532,40.387,29.93 -2020-09-04 05:15:00,107.52,68.905,40.387,29.93 -2020-09-04 05:30:00,105.74,63.184,40.387,29.93 -2020-09-04 05:45:00,109.74,58.878,40.387,29.93 -2020-09-04 06:00:00,115.98,59.403999999999996,54.668,29.93 -2020-09-04 06:15:00,115.47,60.705,54.668,29.93 -2020-09-04 06:30:00,117.38,59.156000000000006,54.668,29.93 -2020-09-04 06:45:00,119.84,60.883,54.668,29.93 -2020-09-04 07:00:00,121.76,59.673,63.971000000000004,29.93 -2020-09-04 07:15:00,124.37,61.793,63.971000000000004,29.93 -2020-09-04 07:30:00,124.71,58.375,63.971000000000004,29.93 -2020-09-04 07:45:00,124.2,58.946000000000005,63.971000000000004,29.93 -2020-09-04 08:00:00,125.37,58.18,56.042,29.93 -2020-09-04 08:15:00,124.6,60.688,56.042,29.93 -2020-09-04 08:30:00,128.49,59.994,56.042,29.93 -2020-09-04 08:45:00,128.74,61.058,56.042,29.93 -2020-09-04 09:00:00,130.79,55.483000000000004,52.832,29.93 -2020-09-04 09:15:00,128.22,55.792,52.832,29.93 -2020-09-04 09:30:00,125.85,57.18899999999999,52.832,29.93 -2020-09-04 09:45:00,122.8,59.033,52.832,29.93 -2020-09-04 10:00:00,123.79,55.185,50.044,29.93 -2020-09-04 10:15:00,126.55,55.742,50.044,29.93 -2020-09-04 10:30:00,128.28,55.945,50.044,29.93 -2020-09-04 10:45:00,124.38,56.851000000000006,50.044,29.93 -2020-09-04 11:00:00,124.72,53.549,49.06100000000001,29.93 -2020-09-04 11:15:00,126.1,53.519,49.06100000000001,29.93 -2020-09-04 11:30:00,129.93,54.115,49.06100000000001,29.93 -2020-09-04 11:45:00,120.43,54.05,49.06100000000001,29.93 -2020-09-04 12:00:00,116.34,50.803999999999995,45.595,29.93 -2020-09-04 12:15:00,122.71,49.553999999999995,45.595,29.93 -2020-09-04 12:30:00,109.57,48.861999999999995,45.595,29.93 -2020-09-04 12:45:00,103.66,49.325,45.595,29.93 -2020-09-04 13:00:00,100.92,48.995,43.218,29.93 -2020-09-04 13:15:00,101.16,49.873000000000005,43.218,29.93 -2020-09-04 13:30:00,100.93,49.382,43.218,29.93 -2020-09-04 13:45:00,100.61,48.751999999999995,43.218,29.93 -2020-09-04 14:00:00,99.88,48.977,41.926,29.93 -2020-09-04 14:15:00,100.39,48.406000000000006,41.926,29.93 -2020-09-04 14:30:00,103.67,48.613,41.926,29.93 -2020-09-04 14:45:00,105.03,48.823,41.926,29.93 -2020-09-04 15:00:00,106.17,49.254,43.79,29.93 -2020-09-04 15:15:00,101.95,46.93600000000001,43.79,29.93 -2020-09-04 15:30:00,95.93,45.091,43.79,29.93 -2020-09-04 15:45:00,97.23,43.538999999999994,43.79,29.93 -2020-09-04 16:00:00,99.92,44.988,45.895,29.93 -2020-09-04 16:15:00,100.88,45.3,45.895,29.93 -2020-09-04 16:30:00,104.55,45.525,45.895,29.93 -2020-09-04 16:45:00,106.79,42.534,45.895,29.93 -2020-09-04 17:00:00,106.67,45.867,51.36,29.93 -2020-09-04 17:15:00,105.13,46.685,51.36,29.93 -2020-09-04 17:30:00,106.1,46.251999999999995,51.36,29.93 -2020-09-04 17:45:00,108.53,45.159,51.36,29.93 -2020-09-04 18:00:00,108.52,47.55,52.985,29.93 -2020-09-04 18:15:00,105.88,46.141999999999996,52.985,29.93 -2020-09-04 18:30:00,108.88,44.162,52.985,29.93 -2020-09-04 18:45:00,110.64,48.68,52.985,29.93 -2020-09-04 19:00:00,111.33,52.07,52.602,29.93 -2020-09-04 19:15:00,112.44,51.495,52.602,29.93 -2020-09-04 19:30:00,112.3,50.453,52.602,29.93 -2020-09-04 19:45:00,106.77,49.611999999999995,52.602,29.93 -2020-09-04 20:00:00,98.61,47.763000000000005,58.063,29.93 -2020-09-04 20:15:00,99.3,47.946999999999996,58.063,29.93 -2020-09-04 20:30:00,95.69,47.044,58.063,29.93 -2020-09-04 20:45:00,93.25,46.33,58.063,29.93 -2020-09-04 21:00:00,88.17,46.15,50.135,29.93 -2020-09-04 21:15:00,88.23,49.258,50.135,29.93 -2020-09-04 21:30:00,85.09,48.846000000000004,50.135,29.93 -2020-09-04 21:45:00,85.78,48.718999999999994,50.135,29.93 -2020-09-04 22:00:00,82.3,46.283,45.165,29.93 -2020-09-04 22:15:00,81.47,46.729,45.165,29.93 -2020-09-04 22:30:00,77.2,44.387,45.165,29.93 -2020-09-04 22:45:00,79.3,42.086000000000006,45.165,29.93 -2020-09-04 23:00:00,74.88,40.385,39.121,29.93 -2020-09-04 23:15:00,70.48,37.946999999999996,39.121,29.93 -2020-09-04 23:30:00,72.77,36.041,39.121,29.93 -2020-09-04 23:45:00,73.16,35.028,39.121,29.93 -2020-09-05 00:00:00,69.6,29.750999999999998,38.49,29.816 -2020-09-05 00:15:00,65.9,29.398000000000003,38.49,29.816 -2020-09-05 00:30:00,61.59,28.978,38.49,29.816 -2020-09-05 00:45:00,64.02,28.78,38.49,29.816 -2020-09-05 01:00:00,62.98,28.416999999999998,34.5,29.816 -2020-09-05 01:15:00,69.08,27.651,34.5,29.816 -2020-09-05 01:30:00,69.9,26.445999999999998,34.5,29.816 -2020-09-05 01:45:00,65.62,26.391,34.5,29.816 -2020-09-05 02:00:00,59.22,26.165,32.236,29.816 -2020-09-05 02:15:00,61.62,25.051,32.236,29.816 -2020-09-05 02:30:00,60.74,25.576999999999998,32.236,29.816 -2020-09-05 02:45:00,61.81,26.514,32.236,29.816 -2020-09-05 03:00:00,59.94,26.993000000000002,32.067,29.816 -2020-09-05 03:15:00,61.24,24.705,32.067,29.816 -2020-09-05 03:30:00,61.65,24.504,32.067,29.816 -2020-09-05 03:45:00,61.59,26.679000000000002,32.067,29.816 -2020-09-05 04:00:00,61.57,31.316999999999997,33.071,29.816 -2020-09-05 04:15:00,59.69,36.134,33.071,29.816 -2020-09-05 04:30:00,62.02,32.619,33.071,29.816 -2020-09-05 04:45:00,63.77,32.647,33.071,29.816 -2020-09-05 05:00:00,64.24,40.606,33.014,29.816 -2020-09-05 05:15:00,65.87,41.105,33.014,29.816 -2020-09-05 05:30:00,65.26,36.77,33.014,29.816 -2020-09-05 05:45:00,64.15,37.029,33.014,29.816 -2020-09-05 06:00:00,67.9,49.608999999999995,34.628,29.816 -2020-09-05 06:15:00,70.61,59.795,34.628,29.816 -2020-09-05 06:30:00,71.88,55.083,34.628,29.816 -2020-09-05 06:45:00,72.73,52.895,34.628,29.816 -2020-09-05 07:00:00,75.06,49.843999999999994,38.871,29.816 -2020-09-05 07:15:00,73.03,50.681999999999995,38.871,29.816 -2020-09-05 07:30:00,77.02,48.961999999999996,38.871,29.816 -2020-09-05 07:45:00,79.22,50.842,38.871,29.816 -2020-09-05 08:00:00,77.29,51.131,43.293,29.816 -2020-09-05 08:15:00,78.24,53.879,43.293,29.816 -2020-09-05 08:30:00,76.23,53.385,43.293,29.816 -2020-09-05 08:45:00,75.72,55.662,43.293,29.816 -2020-09-05 09:00:00,74.97,53.013000000000005,44.559,29.816 -2020-09-05 09:15:00,72.64,53.833,44.559,29.816 -2020-09-05 09:30:00,73.09,55.76,44.559,29.816 -2020-09-05 09:45:00,75.25,57.203,44.559,29.816 -2020-09-05 10:00:00,74.29,53.878,42.091,29.816 -2020-09-05 10:15:00,73.61,54.733000000000004,42.091,29.816 -2020-09-05 10:30:00,73.64,54.651,42.091,29.816 -2020-09-05 10:45:00,71.59,55.418,42.091,29.816 -2020-09-05 11:00:00,70.86,52.035,38.505,29.816 -2020-09-05 11:15:00,67.38,52.648,38.505,29.816 -2020-09-05 11:30:00,67.78,53.333999999999996,38.505,29.816 -2020-09-05 11:45:00,67.79,53.699,38.505,29.816 -2020-09-05 12:00:00,64.86,50.608999999999995,35.388000000000005,29.816 -2020-09-05 12:15:00,64.27,50.17,35.388000000000005,29.816 -2020-09-05 12:30:00,61.73,49.437,35.388000000000005,29.816 -2020-09-05 12:45:00,61.93,50.407,35.388000000000005,29.816 -2020-09-05 13:00:00,57.25,49.278999999999996,31.355999999999998,29.816 -2020-09-05 13:15:00,60.01,49.393,31.355999999999998,29.816 -2020-09-05 13:30:00,60.1,48.998000000000005,31.355999999999998,29.816 -2020-09-05 13:45:00,58.58,47.281000000000006,31.355999999999998,29.816 -2020-09-05 14:00:00,62.4,47.692,30.522,29.816 -2020-09-05 14:15:00,62.32,45.977,30.522,29.816 -2020-09-05 14:30:00,69.06,45.586000000000006,30.522,29.816 -2020-09-05 14:45:00,67.31,46.24,30.522,29.816 -2020-09-05 15:00:00,64.95,47.103,34.36,29.816 -2020-09-05 15:15:00,68.02,45.523,34.36,29.816 -2020-09-05 15:30:00,73.3,44.092,34.36,29.816 -2020-09-05 15:45:00,66.23,41.758,34.36,29.816 -2020-09-05 16:00:00,70.0,44.927,39.507,29.816 -2020-09-05 16:15:00,70.69,44.593999999999994,39.507,29.816 -2020-09-05 16:30:00,72.97,45.01,39.507,29.816 -2020-09-05 16:45:00,75.43,42.166000000000004,39.507,29.816 -2020-09-05 17:00:00,78.45,44.356,47.151,29.816 -2020-09-05 17:15:00,79.25,43.55,47.151,29.816 -2020-09-05 17:30:00,80.34,42.998000000000005,47.151,29.816 -2020-09-05 17:45:00,81.44,42.316,47.151,29.816 -2020-09-05 18:00:00,84.42,45.887,50.303999999999995,29.816 -2020-09-05 18:15:00,82.25,46.185,50.303999999999995,29.816 -2020-09-05 18:30:00,82.55,45.576,50.303999999999995,29.816 -2020-09-05 18:45:00,85.27,46.61600000000001,50.303999999999995,29.816 -2020-09-05 19:00:00,83.52,48.75899999999999,50.622,29.816 -2020-09-05 19:15:00,83.04,47.233000000000004,50.622,29.816 -2020-09-05 19:30:00,81.56,46.961999999999996,50.622,29.816 -2020-09-05 19:45:00,80.53,47.653,50.622,29.816 -2020-09-05 20:00:00,77.83,46.8,45.391000000000005,29.816 -2020-09-05 20:15:00,76.29,46.696000000000005,45.391000000000005,29.816 -2020-09-05 20:30:00,75.74,44.957,45.391000000000005,29.816 -2020-09-05 20:45:00,75.02,45.777,45.391000000000005,29.816 -2020-09-05 21:00:00,71.28,44.6,39.98,29.816 -2020-09-05 21:15:00,70.5,47.446000000000005,39.98,29.816 -2020-09-05 21:30:00,67.18,47.358999999999995,39.98,29.816 -2020-09-05 21:45:00,67.05,46.666000000000004,39.98,29.816 -2020-09-05 22:00:00,64.24,44.354,37.53,29.816 -2020-09-05 22:15:00,62.85,45.309,37.53,29.816 -2020-09-05 22:30:00,60.44,43.391000000000005,37.53,29.816 -2020-09-05 22:45:00,60.44,41.656000000000006,37.53,29.816 -2020-09-05 23:00:00,55.7,39.704,30.97,29.816 -2020-09-05 23:15:00,55.88,37.408,30.97,29.816 -2020-09-05 23:30:00,55.87,37.45,30.97,29.816 -2020-09-05 23:45:00,54.85,36.455,30.97,29.816 -2020-09-06 00:00:00,51.94,31.230999999999998,27.24,29.816 -2020-09-06 00:15:00,52.98,29.822,27.24,29.816 -2020-09-06 00:30:00,51.93,29.235,27.24,29.816 -2020-09-06 00:45:00,52.47,29.033,27.24,29.816 -2020-09-06 01:00:00,50.9,28.868000000000002,25.662,29.816 -2020-09-06 01:15:00,51.69,28.144000000000002,25.662,29.816 -2020-09-06 01:30:00,51.06,26.9,25.662,29.816 -2020-09-06 01:45:00,51.75,26.471999999999998,25.662,29.816 -2020-09-06 02:00:00,50.22,26.226,25.67,29.816 -2020-09-06 02:15:00,50.83,25.649,25.67,29.816 -2020-09-06 02:30:00,50.93,26.423000000000002,25.67,29.816 -2020-09-06 02:45:00,51.01,27.158,25.67,29.816 -2020-09-06 03:00:00,50.72,28.236,24.258000000000003,29.816 -2020-09-06 03:15:00,51.86,26.129,24.258000000000003,29.816 -2020-09-06 03:30:00,51.93,25.463,24.258000000000003,29.816 -2020-09-06 03:45:00,52.05,26.918000000000003,24.258000000000003,29.816 -2020-09-06 04:00:00,52.55,31.531,25.051,29.816 -2020-09-06 04:15:00,52.95,35.867,25.051,29.816 -2020-09-06 04:30:00,53.59,33.545,25.051,29.816 -2020-09-06 04:45:00,54.33,33.202,25.051,29.816 -2020-09-06 05:00:00,56.46,40.988,25.145,29.816 -2020-09-06 05:15:00,55.34,40.624,25.145,29.816 -2020-09-06 05:30:00,53.86,35.900999999999996,25.145,29.816 -2020-09-06 05:45:00,55.65,35.897,25.145,29.816 -2020-09-06 06:00:00,56.53,46.333999999999996,26.371,29.816 -2020-09-06 06:15:00,57.41,57.077,26.371,29.816 -2020-09-06 06:30:00,58.46,51.619,26.371,29.816 -2020-09-06 06:45:00,60.16,48.426,26.371,29.816 -2020-09-06 07:00:00,60.1,45.915,28.756999999999998,29.816 -2020-09-06 07:15:00,60.26,45.225,28.756999999999998,29.816 -2020-09-06 07:30:00,65.45,44.508,28.756999999999998,29.816 -2020-09-06 07:45:00,66.55,46.265,28.756999999999998,29.816 -2020-09-06 08:00:00,66.48,47.442,32.82,29.816 -2020-09-06 08:15:00,65.64,51.174,32.82,29.816 -2020-09-06 08:30:00,58.67,51.653,32.82,29.816 -2020-09-06 08:45:00,61.25,54.093,32.82,29.816 -2020-09-06 09:00:00,63.13,51.301,35.534,29.816 -2020-09-06 09:15:00,57.61,51.75,35.534,29.816 -2020-09-06 09:30:00,58.16,54.012,35.534,29.816 -2020-09-06 09:45:00,60.38,56.286,35.534,29.816 -2020-09-06 10:00:00,61.07,53.742,35.925,29.816 -2020-09-06 10:15:00,60.78,54.75,35.925,29.816 -2020-09-06 10:30:00,63.8,54.928000000000004,35.925,29.816 -2020-09-06 10:45:00,61.65,56.318000000000005,35.925,29.816 -2020-09-06 11:00:00,61.14,52.763999999999996,37.056,29.816 -2020-09-06 11:15:00,57.92,52.993,37.056,29.816 -2020-09-06 11:30:00,60.04,54.018,37.056,29.816 -2020-09-06 11:45:00,59.7,54.666000000000004,37.056,29.816 -2020-09-06 12:00:00,59.47,52.391999999999996,33.124,29.816 -2020-09-06 12:15:00,59.46,51.644,33.124,29.816 -2020-09-06 12:30:00,57.73,50.933,33.124,29.816 -2020-09-06 12:45:00,56.0,51.214,33.124,29.816 -2020-09-06 13:00:00,53.2,49.711000000000006,29.874000000000002,29.816 -2020-09-06 13:15:00,54.82,49.708,29.874000000000002,29.816 -2020-09-06 13:30:00,54.67,48.316,29.874000000000002,29.816 -2020-09-06 13:45:00,53.78,47.49100000000001,29.874000000000002,29.816 -2020-09-06 14:00:00,52.66,48.938,27.302,29.816 -2020-09-06 14:15:00,55.42,47.761,27.302,29.816 -2020-09-06 14:30:00,57.66,46.483000000000004,27.302,29.816 -2020-09-06 14:45:00,57.04,46.153,27.302,29.816 -2020-09-06 15:00:00,57.93,46.895,27.642,29.816 -2020-09-06 15:15:00,56.35,44.723,27.642,29.816 -2020-09-06 15:30:00,55.04,43.233000000000004,27.642,29.816 -2020-09-06 15:45:00,55.71,41.247,27.642,29.816 -2020-09-06 16:00:00,59.68,43.17,31.945999999999998,29.816 -2020-09-06 16:15:00,60.8,42.937,31.945999999999998,29.816 -2020-09-06 16:30:00,66.16,44.26,31.945999999999998,29.816 -2020-09-06 16:45:00,71.81,41.54,31.945999999999998,29.816 -2020-09-06 17:00:00,76.25,44.00899999999999,40.387,29.816 -2020-09-06 17:15:00,77.49,44.511,40.387,29.816 -2020-09-06 17:30:00,78.34,44.708,40.387,29.816 -2020-09-06 17:45:00,74.93,44.711000000000006,40.387,29.816 -2020-09-06 18:00:00,79.12,48.699,44.575,29.816 -2020-09-06 18:15:00,78.19,48.806999999999995,44.575,29.816 -2020-09-06 18:30:00,80.41,47.744,44.575,29.816 -2020-09-06 18:45:00,80.48,49.102,44.575,29.816 -2020-09-06 19:00:00,92.24,53.111000000000004,45.623999999999995,29.816 -2020-09-06 19:15:00,91.93,50.673,45.623999999999995,29.816 -2020-09-06 19:30:00,89.23,50.163999999999994,45.623999999999995,29.816 -2020-09-06 19:45:00,85.71,50.617,45.623999999999995,29.816 -2020-09-06 20:00:00,81.21,49.949,44.583999999999996,29.816 -2020-09-06 20:15:00,87.39,49.841,44.583999999999996,29.816 -2020-09-06 20:30:00,86.81,48.938,44.583999999999996,29.816 -2020-09-06 20:45:00,86.6,48.099,44.583999999999996,29.816 -2020-09-06 21:00:00,78.52,46.498999999999995,39.732,29.816 -2020-09-06 21:15:00,79.0,48.997,39.732,29.816 -2020-09-06 21:30:00,80.14,48.376999999999995,39.732,29.816 -2020-09-06 21:45:00,77.29,47.978,39.732,29.816 -2020-09-06 22:00:00,73.53,47.293,38.571,29.816 -2020-09-06 22:15:00,73.0,46.657,38.571,29.816 -2020-09-06 22:30:00,71.65,43.901,38.571,29.816 -2020-09-06 22:45:00,71.15,40.95,38.571,29.816 -2020-09-06 23:00:00,65.54,38.457,33.121,29.816 -2020-09-06 23:15:00,66.93,37.468,33.121,29.816 -2020-09-06 23:30:00,66.52,37.135999999999996,33.121,29.816 -2020-09-06 23:45:00,66.55,36.387,33.121,29.816 -2020-09-07 00:00:00,64.09,33.271,32.506,29.93 -2020-09-07 00:15:00,66.1,32.906,32.506,29.93 -2020-09-07 00:30:00,65.16,32.003,32.506,29.93 -2020-09-07 00:45:00,72.59,31.397,32.506,29.93 -2020-09-07 01:00:00,71.19,31.555999999999997,31.121,29.93 -2020-09-07 01:15:00,72.55,30.802,31.121,29.93 -2020-09-07 01:30:00,70.95,29.899,31.121,29.93 -2020-09-07 01:45:00,71.59,29.4,31.121,29.93 -2020-09-07 02:00:00,71.83,29.554000000000002,29.605999999999998,29.93 -2020-09-07 02:15:00,71.29,28.28,29.605999999999998,29.93 -2020-09-07 02:30:00,65.32,29.213,29.605999999999998,29.93 -2020-09-07 02:45:00,68.55,29.741,29.605999999999998,29.93 -2020-09-07 03:00:00,73.65,31.401,28.124000000000002,29.93 -2020-09-07 03:15:00,75.4,30.138,28.124000000000002,29.93 -2020-09-07 03:30:00,77.07,30.045,28.124000000000002,29.93 -2020-09-07 03:45:00,72.74,31.016,28.124000000000002,29.93 -2020-09-07 04:00:00,78.77,38.909,29.743000000000002,29.93 -2020-09-07 04:15:00,78.27,46.333999999999996,29.743000000000002,29.93 -2020-09-07 04:30:00,81.92,43.856,29.743000000000002,29.93 -2020-09-07 04:45:00,87.93,43.864,29.743000000000002,29.93 -2020-09-07 05:00:00,95.33,59.738,36.191,29.93 -2020-09-07 05:15:00,99.43,70.842,36.191,29.93 -2020-09-07 05:30:00,100.39,64.77199999999999,36.191,29.93 -2020-09-07 05:45:00,103.16,61.369,36.191,29.93 -2020-09-07 06:00:00,107.79,60.716,55.277,29.93 -2020-09-07 06:15:00,107.35,61.775,55.277,29.93 -2020-09-07 06:30:00,111.41,60.729,55.277,29.93 -2020-09-07 06:45:00,110.88,63.191,55.277,29.93 -2020-09-07 07:00:00,111.5,61.396,65.697,29.93 -2020-09-07 07:15:00,111.03,62.872,65.697,29.93 -2020-09-07 07:30:00,108.26,61.34,65.697,29.93 -2020-09-07 07:45:00,107.84,63.056999999999995,65.697,29.93 -2020-09-07 08:00:00,106.73,61.815,57.028,29.93 -2020-09-07 08:15:00,106.0,64.19800000000001,57.028,29.93 -2020-09-07 08:30:00,105.72,63.345,57.028,29.93 -2020-09-07 08:45:00,105.41,65.547,57.028,29.93 -2020-09-07 09:00:00,105.06,61.758,52.633,29.93 -2020-09-07 09:15:00,103.6,60.206,52.633,29.93 -2020-09-07 09:30:00,104.14,61.515,52.633,29.93 -2020-09-07 09:45:00,108.19,61.792,52.633,29.93 -2020-09-07 10:00:00,105.88,59.531000000000006,50.647,29.93 -2020-09-07 10:15:00,107.1,60.333999999999996,50.647,29.93 -2020-09-07 10:30:00,106.5,59.99,50.647,29.93 -2020-09-07 10:45:00,110.53,60.085,50.647,29.93 -2020-09-07 11:00:00,112.98,56.413000000000004,50.245,29.93 -2020-09-07 11:15:00,107.64,57.105,50.245,29.93 -2020-09-07 11:30:00,101.36,58.91,50.245,29.93 -2020-09-07 11:45:00,103.67,59.924,50.245,29.93 -2020-09-07 12:00:00,108.34,56.413000000000004,46.956,29.93 -2020-09-07 12:15:00,106.87,55.748000000000005,46.956,29.93 -2020-09-07 12:30:00,97.46,54.169,46.956,29.93 -2020-09-07 12:45:00,99.84,54.635,46.956,29.93 -2020-09-07 13:00:00,97.74,53.949,47.383,29.93 -2020-09-07 13:15:00,100.52,52.99100000000001,47.383,29.93 -2020-09-07 13:30:00,97.51,51.676,47.383,29.93 -2020-09-07 13:45:00,96.25,51.64,47.383,29.93 -2020-09-07 14:00:00,98.27,52.184,47.1,29.93 -2020-09-07 14:15:00,99.93,51.449,47.1,29.93 -2020-09-07 14:30:00,104.1,49.985,47.1,29.93 -2020-09-07 14:45:00,107.04,51.446999999999996,47.1,29.93 -2020-09-07 15:00:00,106.36,52.048,49.355,29.93 -2020-09-07 15:15:00,104.11,49.193999999999996,49.355,29.93 -2020-09-07 15:30:00,105.03,48.29,49.355,29.93 -2020-09-07 15:45:00,108.61,45.835,49.355,29.93 -2020-09-07 16:00:00,109.53,48.643,52.14,29.93 -2020-09-07 16:15:00,109.89,48.38399999999999,52.14,29.93 -2020-09-07 16:30:00,113.1,49.004,52.14,29.93 -2020-09-07 16:45:00,113.41,46.208,52.14,29.93 -2020-09-07 17:00:00,113.76,47.629,58.705,29.93 -2020-09-07 17:15:00,113.0,48.368,58.705,29.93 -2020-09-07 17:30:00,115.63,48.17,58.705,29.93 -2020-09-07 17:45:00,114.27,47.673,58.705,29.93 -2020-09-07 18:00:00,115.1,50.723,59.153,29.93 -2020-09-07 18:15:00,112.76,48.966,59.153,29.93 -2020-09-07 18:30:00,113.45,47.331,59.153,29.93 -2020-09-07 18:45:00,118.05,51.548,59.153,29.93 -2020-09-07 19:00:00,114.98,55.098,61.483000000000004,29.93 -2020-09-07 19:15:00,112.15,53.696999999999996,61.483000000000004,29.93 -2020-09-07 19:30:00,113.66,52.918,61.483000000000004,29.93 -2020-09-07 19:45:00,113.35,52.733000000000004,61.483000000000004,29.93 -2020-09-07 20:00:00,109.69,50.699,67.55,29.93 -2020-09-07 20:15:00,107.25,51.534,67.55,29.93 -2020-09-07 20:30:00,106.23,50.851000000000006,67.55,29.93 -2020-09-07 20:45:00,103.57,50.35,67.55,29.93 -2020-09-07 21:00:00,96.79,48.262,60.026,29.93 -2020-09-07 21:15:00,92.0,51.003,60.026,29.93 -2020-09-07 21:30:00,87.06,50.658,60.026,29.93 -2020-09-07 21:45:00,91.31,49.968999999999994,60.026,29.93 -2020-09-07 22:00:00,88.7,47.123000000000005,52.736999999999995,29.93 -2020-09-07 22:15:00,87.47,48.068999999999996,52.736999999999995,29.93 -2020-09-07 22:30:00,82.02,40.363,52.736999999999995,29.93 -2020-09-07 22:45:00,84.25,36.84,52.736999999999995,29.93 -2020-09-07 23:00:00,81.67,34.525999999999996,44.408,29.93 -2020-09-07 23:15:00,82.18,32.357,44.408,29.93 -2020-09-07 23:30:00,79.67,32.315,44.408,29.93 -2020-09-07 23:45:00,80.93,31.396,44.408,29.93 -2020-09-08 00:00:00,78.69,31.4,44.438,29.93 -2020-09-08 00:15:00,78.24,31.965,44.438,29.93 -2020-09-08 00:30:00,74.74,31.59,44.438,29.93 -2020-09-08 00:45:00,78.91,31.578000000000003,44.438,29.93 -2020-09-08 01:00:00,78.69,31.218000000000004,41.468999999999994,29.93 -2020-09-08 01:15:00,79.73,30.53,41.468999999999994,29.93 -2020-09-08 01:30:00,74.2,29.549,41.468999999999994,29.93 -2020-09-08 01:45:00,79.22,28.631999999999998,41.468999999999994,29.93 -2020-09-08 02:00:00,78.78,28.364,39.708,29.93 -2020-09-08 02:15:00,79.67,28.124000000000002,39.708,29.93 -2020-09-08 02:30:00,78.51,28.616999999999997,39.708,29.93 -2020-09-08 02:45:00,78.4,29.432,39.708,29.93 -2020-09-08 03:00:00,81.3,30.445999999999998,38.919000000000004,29.93 -2020-09-08 03:15:00,79.9,29.929000000000002,38.919000000000004,29.93 -2020-09-08 03:30:00,77.62,29.871,38.919000000000004,29.93 -2020-09-08 03:45:00,81.23,29.865,38.919000000000004,29.93 -2020-09-08 04:00:00,88.53,36.65,40.092,29.93 -2020-09-08 04:15:00,91.69,44.075,40.092,29.93 -2020-09-08 04:30:00,94.06,41.461999999999996,40.092,29.93 -2020-09-08 04:45:00,99.19,42.047,40.092,29.93 -2020-09-08 05:00:00,107.52,59.983000000000004,43.713,29.93 -2020-09-08 05:15:00,111.02,71.717,43.713,29.93 -2020-09-08 05:30:00,106.44,65.628,43.713,29.93 -2020-09-08 05:45:00,110.66,61.523,43.713,29.93 -2020-09-08 06:00:00,113.9,61.646,56.033,29.93 -2020-09-08 06:15:00,116.71,63.085,56.033,29.93 -2020-09-08 06:30:00,119.58,61.678000000000004,56.033,29.93 -2020-09-08 06:45:00,119.15,63.302,56.033,29.93 -2020-09-08 07:00:00,121.33,61.621,66.003,29.93 -2020-09-08 07:15:00,120.99,62.865,66.003,29.93 -2020-09-08 07:30:00,121.51,61.317,66.003,29.93 -2020-09-08 07:45:00,119.76,62.193999999999996,66.003,29.93 -2020-09-08 08:00:00,113.06,60.905,57.474,29.93 -2020-09-08 08:15:00,112.42,62.732,57.474,29.93 -2020-09-08 08:30:00,112.09,62.012,57.474,29.93 -2020-09-08 08:45:00,114.08,63.347,57.474,29.93 -2020-09-08 09:00:00,111.56,59.766999999999996,51.928000000000004,29.93 -2020-09-08 09:15:00,113.34,58.276,51.928000000000004,29.93 -2020-09-08 09:30:00,112.99,60.253,51.928000000000004,29.93 -2020-09-08 09:45:00,116.22,61.656000000000006,51.928000000000004,29.93 -2020-09-08 10:00:00,117.84,58.111000000000004,49.46,29.93 -2020-09-08 10:15:00,109.46,58.625,49.46,29.93 -2020-09-08 10:30:00,109.25,58.316,49.46,29.93 -2020-09-08 10:45:00,109.93,59.315,49.46,29.93 -2020-09-08 11:00:00,105.93,55.848,48.206,29.93 -2020-09-08 11:15:00,109.06,56.84,48.206,29.93 -2020-09-08 11:30:00,107.95,57.488,48.206,29.93 -2020-09-08 11:45:00,108.6,58.178000000000004,48.206,29.93 -2020-09-08 12:00:00,108.71,54.305,46.285,29.93 -2020-09-08 12:15:00,108.48,53.868,46.285,29.93 -2020-09-08 12:30:00,108.83,53.159,46.285,29.93 -2020-09-08 12:45:00,105.3,54.181999999999995,46.285,29.93 -2020-09-08 13:00:00,104.99,53.108000000000004,46.861999999999995,29.93 -2020-09-08 13:15:00,107.88,53.677,46.861999999999995,29.93 -2020-09-08 13:30:00,110.14,52.479,46.861999999999995,29.93 -2020-09-08 13:45:00,107.86,51.63,46.861999999999995,29.93 -2020-09-08 14:00:00,108.5,52.566,46.488,29.93 -2020-09-08 14:15:00,109.29,51.687,46.488,29.93 -2020-09-08 14:30:00,103.98,50.617,46.488,29.93 -2020-09-08 14:45:00,103.36,51.375,46.488,29.93 -2020-09-08 15:00:00,104.44,51.73,48.442,29.93 -2020-09-08 15:15:00,102.88,49.745,48.442,29.93 -2020-09-08 15:30:00,100.95,48.707,48.442,29.93 -2020-09-08 15:45:00,101.93,46.519,48.442,29.93 -2020-09-08 16:00:00,106.74,48.718999999999994,50.397,29.93 -2020-09-08 16:15:00,109.62,48.608000000000004,50.397,29.93 -2020-09-08 16:30:00,111.41,48.976000000000006,50.397,29.93 -2020-09-08 16:45:00,111.89,46.9,50.397,29.93 -2020-09-08 17:00:00,114.63,48.536,56.668,29.93 -2020-09-08 17:15:00,112.41,49.675,56.668,29.93 -2020-09-08 17:30:00,113.49,49.18,56.668,29.93 -2020-09-08 17:45:00,115.51,48.411,56.668,29.93 -2020-09-08 18:00:00,115.96,50.586999999999996,57.957,29.93 -2020-09-08 18:15:00,112.95,50.101000000000006,57.957,29.93 -2020-09-08 18:30:00,113.99,48.21,57.957,29.93 -2020-09-08 18:45:00,116.35,52.343,57.957,29.93 -2020-09-08 19:00:00,120.65,54.869,57.056000000000004,29.93 -2020-09-08 19:15:00,118.5,53.596000000000004,57.056000000000004,29.93 -2020-09-08 19:30:00,120.53,52.551,57.056000000000004,29.93 -2020-09-08 19:45:00,111.59,52.668,57.056000000000004,29.93 -2020-09-08 20:00:00,103.31,51.019,64.156,29.93 -2020-09-08 20:15:00,102.93,50.501000000000005,64.156,29.93 -2020-09-08 20:30:00,100.46,49.946999999999996,64.156,29.93 -2020-09-08 20:45:00,102.55,49.711000000000006,64.156,29.93 -2020-09-08 21:00:00,101.45,48.318000000000005,56.507,29.93 -2020-09-08 21:15:00,102.7,49.847,56.507,29.93 -2020-09-08 21:30:00,97.23,49.58,56.507,29.93 -2020-09-08 21:45:00,96.21,49.055,56.507,29.93 -2020-09-08 22:00:00,91.16,46.526,50.728,29.93 -2020-09-08 22:15:00,91.57,47.123000000000005,50.728,29.93 -2020-09-08 22:30:00,84.85,39.665,50.728,29.93 -2020-09-08 22:45:00,86.91,36.171,50.728,29.93 -2020-09-08 23:00:00,84.69,33.22,43.556999999999995,29.93 -2020-09-08 23:15:00,85.78,32.317,43.556999999999995,29.93 -2020-09-08 23:30:00,82.52,32.239000000000004,43.556999999999995,29.93 -2020-09-08 23:45:00,85.59,31.436999999999998,43.556999999999995,29.93 -2020-09-09 00:00:00,82.31,31.622,41.151,29.93 -2020-09-09 00:15:00,83.13,32.187,41.151,29.93 -2020-09-09 00:30:00,79.51,31.819000000000003,41.151,29.93 -2020-09-09 00:45:00,77.56,31.813000000000002,41.151,29.93 -2020-09-09 01:00:00,79.6,31.435,37.763000000000005,29.93 -2020-09-09 01:15:00,81.91,30.766,37.763000000000005,29.93 -2020-09-09 01:30:00,82.15,29.803,37.763000000000005,29.93 -2020-09-09 01:45:00,79.99,28.886999999999997,37.763000000000005,29.93 -2020-09-09 02:00:00,74.52,28.623,35.615,29.93 -2020-09-09 02:15:00,74.8,28.405,35.615,29.93 -2020-09-09 02:30:00,81.69,28.874000000000002,35.615,29.93 -2020-09-09 02:45:00,82.63,29.683000000000003,35.615,29.93 -2020-09-09 03:00:00,83.44,30.685,35.153,29.93 -2020-09-09 03:15:00,78.79,30.186,35.153,29.93 -2020-09-09 03:30:00,84.28,30.133000000000003,35.153,29.93 -2020-09-09 03:45:00,86.29,30.113000000000003,35.153,29.93 -2020-09-09 04:00:00,89.48,36.935,36.203,29.93 -2020-09-09 04:15:00,89.42,44.39,36.203,29.93 -2020-09-09 04:30:00,94.57,41.785,36.203,29.93 -2020-09-09 04:45:00,102.54,42.376000000000005,36.203,29.93 -2020-09-09 05:00:00,108.61,60.409,39.922,29.93 -2020-09-09 05:15:00,107.95,72.247,39.922,29.93 -2020-09-09 05:30:00,111.12,66.142,39.922,29.93 -2020-09-09 05:45:00,111.45,61.985,39.922,29.93 -2020-09-09 06:00:00,113.78,62.07,56.443999999999996,29.93 -2020-09-09 06:15:00,116.37,63.535,56.443999999999996,29.93 -2020-09-09 06:30:00,119.03,62.123000000000005,56.443999999999996,29.93 -2020-09-09 06:45:00,118.81,63.743,56.443999999999996,29.93 -2020-09-09 07:00:00,118.73,62.062,68.683,29.93 -2020-09-09 07:15:00,118.39,63.321000000000005,68.683,29.93 -2020-09-09 07:30:00,116.09,61.806000000000004,68.683,29.93 -2020-09-09 07:45:00,114.53,62.681999999999995,68.683,29.93 -2020-09-09 08:00:00,113.91,61.396,59.003,29.93 -2020-09-09 08:15:00,112.48,63.184,59.003,29.93 -2020-09-09 08:30:00,113.23,62.471000000000004,59.003,29.93 -2020-09-09 08:45:00,114.44,63.788000000000004,59.003,29.93 -2020-09-09 09:00:00,111.57,60.216,56.21,29.93 -2020-09-09 09:15:00,109.34,58.714,56.21,29.93 -2020-09-09 09:30:00,109.66,60.67100000000001,56.21,29.93 -2020-09-09 09:45:00,109.6,62.044,56.21,29.93 -2020-09-09 10:00:00,108.97,58.495,52.358999999999995,29.93 -2020-09-09 10:15:00,108.59,58.974,52.358999999999995,29.93 -2020-09-09 10:30:00,107.81,58.653,52.358999999999995,29.93 -2020-09-09 10:45:00,107.09,59.638999999999996,52.358999999999995,29.93 -2020-09-09 11:00:00,105.96,56.187,51.161,29.93 -2020-09-09 11:15:00,104.7,57.163999999999994,51.161,29.93 -2020-09-09 11:30:00,105.82,57.81,51.161,29.93 -2020-09-09 11:45:00,102.87,58.482,51.161,29.93 -2020-09-09 12:00:00,103.56,54.586000000000006,49.119,29.93 -2020-09-09 12:15:00,100.18,54.136,49.119,29.93 -2020-09-09 12:30:00,98.72,53.456,49.119,29.93 -2020-09-09 12:45:00,100.89,54.467,49.119,29.93 -2020-09-09 13:00:00,101.22,53.369,49.187,29.93 -2020-09-09 13:15:00,101.0,53.93,49.187,29.93 -2020-09-09 13:30:00,103.88,52.728,49.187,29.93 -2020-09-09 13:45:00,102.94,51.888000000000005,49.187,29.93 -2020-09-09 14:00:00,103.48,52.784,49.787,29.93 -2020-09-09 14:15:00,104.49,51.917,49.787,29.93 -2020-09-09 14:30:00,101.7,50.873999999999995,49.787,29.93 -2020-09-09 14:45:00,101.43,51.63,49.787,29.93 -2020-09-09 15:00:00,101.46,51.931000000000004,51.458999999999996,29.93 -2020-09-09 15:15:00,101.99,49.961000000000006,51.458999999999996,29.93 -2020-09-09 15:30:00,102.58,48.946999999999996,51.458999999999996,29.93 -2020-09-09 15:45:00,104.51,46.772,51.458999999999996,29.93 -2020-09-09 16:00:00,104.61,48.935,53.663000000000004,29.93 -2020-09-09 16:15:00,109.4,48.835,53.663000000000004,29.93 -2020-09-09 16:30:00,108.58,49.201,53.663000000000004,29.93 -2020-09-09 16:45:00,109.96,47.181000000000004,53.663000000000004,29.93 -2020-09-09 17:00:00,112.76,48.776,58.183,29.93 -2020-09-09 17:15:00,112.11,49.945,58.183,29.93 -2020-09-09 17:30:00,115.42,49.458999999999996,58.183,29.93 -2020-09-09 17:45:00,113.9,48.728,58.183,29.93 -2020-09-09 18:00:00,112.53,50.887,60.141000000000005,29.93 -2020-09-09 18:15:00,111.03,50.411,60.141000000000005,29.93 -2020-09-09 18:30:00,112.22,48.534,60.141000000000005,29.93 -2020-09-09 18:45:00,115.87,52.662,60.141000000000005,29.93 -2020-09-09 19:00:00,114.45,55.199,60.582,29.93 -2020-09-09 19:15:00,114.54,53.925,60.582,29.93 -2020-09-09 19:30:00,114.12,52.881,60.582,29.93 -2020-09-09 19:45:00,114.17,52.997,60.582,29.93 -2020-09-09 20:00:00,107.24,51.36600000000001,66.61,29.93 -2020-09-09 20:15:00,100.92,50.848,66.61,29.93 -2020-09-09 20:30:00,105.27,50.271,66.61,29.93 -2020-09-09 20:45:00,105.34,49.992,66.61,29.93 -2020-09-09 21:00:00,100.98,48.603,57.658,29.93 -2020-09-09 21:15:00,97.14,50.12,57.658,29.93 -2020-09-09 21:30:00,95.75,49.858999999999995,57.658,29.93 -2020-09-09 21:45:00,95.25,49.29600000000001,57.658,29.93 -2020-09-09 22:00:00,92.5,46.744,51.81,29.93 -2020-09-09 22:15:00,86.93,47.318000000000005,51.81,29.93 -2020-09-09 22:30:00,87.86,39.836,51.81,29.93 -2020-09-09 22:45:00,86.09,36.346,51.81,29.93 -2020-09-09 23:00:00,84.21,33.443000000000005,42.93600000000001,29.93 -2020-09-09 23:15:00,82.99,32.514,42.93600000000001,29.93 -2020-09-09 23:30:00,83.34,32.443000000000005,42.93600000000001,29.93 -2020-09-09 23:45:00,84.51,31.645,42.93600000000001,29.93 -2020-09-10 00:00:00,80.33,31.846,39.211,29.93 -2020-09-10 00:15:00,77.06,32.409,39.211,29.93 -2020-09-10 00:30:00,80.13,32.05,39.211,29.93 -2020-09-10 00:45:00,81.28,32.049,39.211,29.93 -2020-09-10 01:00:00,81.02,31.653000000000002,37.607,29.93 -2020-09-10 01:15:00,75.14,31.005,37.607,29.93 -2020-09-10 01:30:00,73.91,30.059,37.607,29.93 -2020-09-10 01:45:00,77.05,29.145,37.607,29.93 -2020-09-10 02:00:00,80.23,28.884,36.44,29.93 -2020-09-10 02:15:00,81.87,28.69,36.44,29.93 -2020-09-10 02:30:00,73.49,29.133000000000003,36.44,29.93 -2020-09-10 02:45:00,74.47,29.936999999999998,36.44,29.93 -2020-09-10 03:00:00,77.1,30.927,36.116,29.93 -2020-09-10 03:15:00,80.63,30.445,36.116,29.93 -2020-09-10 03:30:00,83.84,30.397,36.116,29.93 -2020-09-10 03:45:00,83.29,30.363000000000003,36.116,29.93 -2020-09-10 04:00:00,83.53,37.223,37.398,29.93 -2020-09-10 04:15:00,89.58,44.708,37.398,29.93 -2020-09-10 04:30:00,94.75,42.11,37.398,29.93 -2020-09-10 04:45:00,100.81,42.708999999999996,37.398,29.93 -2020-09-10 05:00:00,101.58,60.841,41.776,29.93 -2020-09-10 05:15:00,104.3,72.78699999999999,41.776,29.93 -2020-09-10 05:30:00,107.36,66.663,41.776,29.93 -2020-09-10 05:45:00,107.9,62.453,41.776,29.93 -2020-09-10 06:00:00,114.18,62.5,55.61,29.93 -2020-09-10 06:15:00,116.19,63.99,55.61,29.93 -2020-09-10 06:30:00,117.06,62.575,55.61,29.93 -2020-09-10 06:45:00,118.62,64.19,55.61,29.93 -2020-09-10 07:00:00,119.66,62.50899999999999,67.13600000000001,29.93 -2020-09-10 07:15:00,118.33,63.782,67.13600000000001,29.93 -2020-09-10 07:30:00,118.98,62.299,67.13600000000001,29.93 -2020-09-10 07:45:00,118.75,63.175,67.13600000000001,29.93 -2020-09-10 08:00:00,117.68,61.891999999999996,57.55,29.93 -2020-09-10 08:15:00,118.15,63.641000000000005,57.55,29.93 -2020-09-10 08:30:00,118.58,62.933,57.55,29.93 -2020-09-10 08:45:00,119.2,64.232,57.55,29.93 -2020-09-10 09:00:00,121.14,60.669,52.931999999999995,29.93 -2020-09-10 09:15:00,118.91,59.157,52.931999999999995,29.93 -2020-09-10 09:30:00,120.24,61.093,52.931999999999995,29.93 -2020-09-10 09:45:00,124.85,62.435,52.931999999999995,29.93 -2020-09-10 10:00:00,125.58,58.882,50.36600000000001,29.93 -2020-09-10 10:15:00,124.15,59.327,50.36600000000001,29.93 -2020-09-10 10:30:00,125.44,58.995,50.36600000000001,29.93 -2020-09-10 10:45:00,121.44,59.967,50.36600000000001,29.93 -2020-09-10 11:00:00,119.2,56.528,47.893,29.93 -2020-09-10 11:15:00,121.84,57.49100000000001,47.893,29.93 -2020-09-10 11:30:00,126.86,58.136,47.893,29.93 -2020-09-10 11:45:00,126.23,58.79,47.893,29.93 -2020-09-10 12:00:00,125.52,54.871,45.271,29.93 -2020-09-10 12:15:00,125.28,54.406000000000006,45.271,29.93 -2020-09-10 12:30:00,120.23,53.754,45.271,29.93 -2020-09-10 12:45:00,121.25,54.754,45.271,29.93 -2020-09-10 13:00:00,119.37,53.633,44.351000000000006,29.93 -2020-09-10 13:15:00,120.66,54.18600000000001,44.351000000000006,29.93 -2020-09-10 13:30:00,119.3,52.98,44.351000000000006,29.93 -2020-09-10 13:45:00,117.09,52.148,44.351000000000006,29.93 -2020-09-10 14:00:00,117.58,53.005,44.99,29.93 -2020-09-10 14:15:00,117.93,52.148999999999994,44.99,29.93 -2020-09-10 14:30:00,115.71,51.13399999999999,44.99,29.93 -2020-09-10 14:45:00,114.86,51.888000000000005,44.99,29.93 -2020-09-10 15:00:00,113.58,52.13399999999999,46.869,29.93 -2020-09-10 15:15:00,112.65,50.178999999999995,46.869,29.93 -2020-09-10 15:30:00,113.09,49.191,46.869,29.93 -2020-09-10 15:45:00,113.8,47.027,46.869,29.93 -2020-09-10 16:00:00,114.36,49.151,48.902,29.93 -2020-09-10 16:15:00,116.87,49.066,48.902,29.93 -2020-09-10 16:30:00,117.85,49.43,48.902,29.93 -2020-09-10 16:45:00,119.64,47.464,48.902,29.93 -2020-09-10 17:00:00,120.81,49.018,53.244,29.93 -2020-09-10 17:15:00,118.06,50.216,53.244,29.93 -2020-09-10 17:30:00,118.85,49.74100000000001,53.244,29.93 -2020-09-10 17:45:00,118.18,49.047,53.244,29.93 -2020-09-10 18:00:00,119.17,51.18899999999999,54.343999999999994,29.93 -2020-09-10 18:15:00,118.52,50.725,54.343999999999994,29.93 -2020-09-10 18:30:00,117.98,48.86,54.343999999999994,29.93 -2020-09-10 18:45:00,117.71,52.985,54.343999999999994,29.93 -2020-09-10 19:00:00,118.08,55.531000000000006,54.332,29.93 -2020-09-10 19:15:00,117.58,54.257,54.332,29.93 -2020-09-10 19:30:00,115.86,53.214,54.332,29.93 -2020-09-10 19:45:00,111.56,53.33,54.332,29.93 -2020-09-10 20:00:00,103.85,51.715,58.06,29.93 -2020-09-10 20:15:00,104.58,51.196999999999996,58.06,29.93 -2020-09-10 20:30:00,99.86,50.598,58.06,29.93 -2020-09-10 20:45:00,103.55,50.276,58.06,29.93 -2020-09-10 21:00:00,99.44,48.89,52.411,29.93 -2020-09-10 21:15:00,100.62,50.397,52.411,29.93 -2020-09-10 21:30:00,92.72,50.141000000000005,52.411,29.93 -2020-09-10 21:45:00,88.73,49.54,52.411,29.93 -2020-09-10 22:00:00,87.31,46.963,47.148999999999994,29.93 -2020-09-10 22:15:00,88.58,47.515,47.148999999999994,29.93 -2020-09-10 22:30:00,84.17,40.009,47.148999999999994,29.93 -2020-09-10 22:45:00,83.22,36.524,47.148999999999994,29.93 -2020-09-10 23:00:00,80.89,33.669000000000004,40.814,29.93 -2020-09-10 23:15:00,82.71,32.713,40.814,29.93 -2020-09-10 23:30:00,78.26,32.649,40.814,29.93 -2020-09-10 23:45:00,82.96,31.855999999999998,40.814,29.93 -2020-09-11 00:00:00,75.6,30.344,39.153,29.93 -2020-09-11 00:15:00,80.38,31.125,39.153,29.93 -2020-09-11 00:30:00,80.19,30.996,39.153,29.93 -2020-09-11 00:45:00,79.37,31.391,39.153,29.93 -2020-09-11 01:00:00,72.6,30.596999999999998,37.228,29.93 -2020-09-11 01:15:00,79.38,29.555,37.228,29.93 -2020-09-11 01:30:00,77.58,29.232,37.228,29.93 -2020-09-11 01:45:00,80.0,28.109,37.228,29.93 -2020-09-11 02:00:00,76.16,28.691,35.851,29.93 -2020-09-11 02:15:00,80.66,28.458000000000002,35.851,29.93 -2020-09-11 02:30:00,81.2,29.677,35.851,29.93 -2020-09-11 02:45:00,80.38,29.875999999999998,35.851,29.93 -2020-09-11 03:00:00,76.4,31.41,36.54,29.93 -2020-09-11 03:15:00,80.73,29.999000000000002,36.54,29.93 -2020-09-11 03:30:00,84.41,29.741999999999997,36.54,29.93 -2020-09-11 03:45:00,81.82,30.514,36.54,29.93 -2020-09-11 04:00:00,85.33,37.564,37.578,29.93 -2020-09-11 04:15:00,91.54,43.666000000000004,37.578,29.93 -2020-09-11 04:30:00,94.67,41.95,37.578,29.93 -2020-09-11 04:45:00,96.14,41.833,37.578,29.93 -2020-09-11 05:00:00,101.04,59.476000000000006,40.387,29.93 -2020-09-11 05:15:00,102.73,72.569,40.387,29.93 -2020-09-11 05:30:00,108.87,66.734,40.387,29.93 -2020-09-11 05:45:00,111.53,62.067,40.387,29.93 -2020-09-11 06:00:00,116.13,62.336000000000006,54.668,29.93 -2020-09-11 06:15:00,118.68,63.81100000000001,54.668,29.93 -2020-09-11 06:30:00,120.17,62.233999999999995,54.668,29.93 -2020-09-11 06:45:00,123.12,63.937,54.668,29.93 -2020-09-11 07:00:00,125.11,62.724,63.971000000000004,29.93 -2020-09-11 07:15:00,125.24,64.94800000000001,63.971000000000004,29.93 -2020-09-11 07:30:00,125.46,61.755,63.971000000000004,29.93 -2020-09-11 07:45:00,125.76,62.323,63.971000000000004,29.93 -2020-09-11 08:00:00,124.69,61.582,56.042,29.93 -2020-09-11 08:15:00,125.79,63.826,56.042,29.93 -2020-09-11 08:30:00,127.99,63.174,56.042,29.93 -2020-09-11 08:45:00,128.03,64.111,56.042,29.93 -2020-09-11 09:00:00,127.4,58.596000000000004,52.832,29.93 -2020-09-11 09:15:00,127.15,58.831,52.832,29.93 -2020-09-11 09:30:00,126.24,60.083999999999996,52.832,29.93 -2020-09-11 09:45:00,126.73,61.718,52.832,29.93 -2020-09-11 10:00:00,123.95,57.843999999999994,50.044,29.93 -2020-09-11 10:15:00,126.91,58.161,50.044,29.93 -2020-09-11 10:30:00,126.92,58.288000000000004,50.044,29.93 -2020-09-11 10:45:00,126.94,59.099,50.044,29.93 -2020-09-11 11:00:00,124.25,55.891999999999996,49.06100000000001,29.93 -2020-09-11 11:15:00,122.43,55.766000000000005,49.06100000000001,29.93 -2020-09-11 11:30:00,123.76,56.348,49.06100000000001,29.93 -2020-09-11 11:45:00,121.22,56.158,49.06100000000001,29.93 -2020-09-11 12:00:00,117.99,52.754,45.595,29.93 -2020-09-11 12:15:00,118.71,51.409,45.595,29.93 -2020-09-11 12:30:00,115.33,50.912,45.595,29.93 -2020-09-11 12:45:00,114.1,51.29600000000001,45.595,29.93 -2020-09-11 13:00:00,113.23,50.799,43.218,29.93 -2020-09-11 13:15:00,112.25,51.623000000000005,43.218,29.93 -2020-09-11 13:30:00,110.79,51.105,43.218,29.93 -2020-09-11 13:45:00,111.31,50.538000000000004,43.218,29.93 -2020-09-11 14:00:00,110.24,50.486999999999995,41.926,29.93 -2020-09-11 14:15:00,112.95,49.996,41.926,29.93 -2020-09-11 14:30:00,108.86,50.391999999999996,41.926,29.93 -2020-09-11 14:45:00,112.25,50.591,41.926,29.93 -2020-09-11 15:00:00,111.4,50.64,43.79,29.93 -2020-09-11 15:15:00,111.65,48.431000000000004,43.79,29.93 -2020-09-11 15:30:00,110.79,46.753,43.79,29.93 -2020-09-11 15:45:00,107.67,45.287,43.79,29.93 -2020-09-11 16:00:00,107.07,46.474,45.895,29.93 -2020-09-11 16:15:00,108.07,46.873999999999995,45.895,29.93 -2020-09-11 16:30:00,106.95,47.09,45.895,29.93 -2020-09-11 16:45:00,105.52,44.477,45.895,29.93 -2020-09-11 17:00:00,109.06,47.535,51.36,29.93 -2020-09-11 17:15:00,109.74,48.553000000000004,51.36,29.93 -2020-09-11 17:30:00,110.3,48.187,51.36,29.93 -2020-09-11 17:45:00,111.89,47.353,51.36,29.93 -2020-09-11 18:00:00,111.62,49.632,52.985,29.93 -2020-09-11 18:15:00,109.54,48.294,52.985,29.93 -2020-09-11 18:30:00,111.46,46.401,52.985,29.93 -2020-09-11 18:45:00,114.19,50.891999999999996,52.985,29.93 -2020-09-11 19:00:00,112.04,54.356,52.602,29.93 -2020-09-11 19:15:00,108.7,53.778,52.602,29.93 -2020-09-11 19:30:00,105.58,52.738,52.602,29.93 -2020-09-11 19:45:00,103.63,51.891999999999996,52.602,29.93 -2020-09-11 20:00:00,98.96,50.158,58.063,29.93 -2020-09-11 20:15:00,100.7,50.345,58.063,29.93 -2020-09-11 20:30:00,97.79,49.286,58.063,29.93 -2020-09-11 20:45:00,98.82,48.273999999999994,58.063,29.93 -2020-09-11 21:00:00,92.16,48.119,50.135,29.93 -2020-09-11 21:15:00,87.15,51.151,50.135,29.93 -2020-09-11 21:30:00,82.01,50.773999999999994,50.135,29.93 -2020-09-11 21:45:00,83.79,50.385,50.135,29.93 -2020-09-11 22:00:00,84.45,47.785,45.165,29.93 -2020-09-11 22:15:00,82.84,48.075,45.165,29.93 -2020-09-11 22:30:00,74.05,45.567,45.165,29.93 -2020-09-11 22:45:00,75.88,43.292,45.165,29.93 -2020-09-11 23:00:00,67.88,41.926,39.121,29.93 -2020-09-11 23:15:00,66.06,39.306999999999995,39.121,29.93 -2020-09-11 23:30:00,65.9,37.449,39.121,29.93 -2020-09-11 23:45:00,73.95,36.47,39.121,29.93 -2020-09-12 00:00:00,72.49,31.303,38.49,29.816 -2020-09-12 00:15:00,70.54,30.943,38.49,29.816 -2020-09-12 00:30:00,63.74,30.576,38.49,29.816 -2020-09-12 00:45:00,64.17,30.421999999999997,38.49,29.816 -2020-09-12 01:00:00,63.03,29.933000000000003,34.5,29.816 -2020-09-12 01:15:00,61.92,29.307,34.5,29.816 -2020-09-12 01:30:00,61.64,28.223000000000003,34.5,29.816 -2020-09-12 01:45:00,61.96,28.176,34.5,29.816 -2020-09-12 02:00:00,62.24,27.976,32.236,29.816 -2020-09-12 02:15:00,67.5,27.022,32.236,29.816 -2020-09-12 02:30:00,67.15,27.374000000000002,32.236,29.816 -2020-09-12 02:45:00,66.48,28.275,32.236,29.816 -2020-09-12 03:00:00,65.68,28.665,32.067,29.816 -2020-09-12 03:15:00,61.69,26.500999999999998,32.067,29.816 -2020-09-12 03:30:00,61.21,26.336,32.067,29.816 -2020-09-12 03:45:00,61.06,28.415,32.067,29.816 -2020-09-12 04:00:00,62.25,33.311,33.071,29.816 -2020-09-12 04:15:00,61.64,38.334,33.071,29.816 -2020-09-12 04:30:00,61.43,34.878,33.071,29.816 -2020-09-12 04:45:00,64.14,34.945,33.071,29.816 -2020-09-12 05:00:00,66.46,43.589,33.014,29.816 -2020-09-12 05:15:00,68.23,44.825,33.014,29.816 -2020-09-12 05:30:00,66.76,40.367,33.014,29.816 -2020-09-12 05:45:00,68.02,40.258,33.014,29.816 -2020-09-12 06:00:00,70.3,52.581,34.628,29.816 -2020-09-12 06:15:00,72.97,62.941,34.628,29.816 -2020-09-12 06:30:00,74.15,58.201,34.628,29.816 -2020-09-12 06:45:00,76.25,55.983999999999995,34.628,29.816 -2020-09-12 07:00:00,77.74,52.931999999999995,38.871,29.816 -2020-09-12 07:15:00,80.76,53.872,38.871,29.816 -2020-09-12 07:30:00,82.04,52.38,38.871,29.816 -2020-09-12 07:45:00,79.99,54.251999999999995,38.871,29.816 -2020-09-12 08:00:00,80.65,54.566,43.293,29.816 -2020-09-12 08:15:00,84.33,57.047,43.293,29.816 -2020-09-12 08:30:00,80.92,56.593,43.293,29.816 -2020-09-12 08:45:00,82.18,58.745,43.293,29.816 -2020-09-12 09:00:00,73.56,56.155,44.559,29.816 -2020-09-12 09:15:00,72.42,56.9,44.559,29.816 -2020-09-12 09:30:00,72.7,58.683,44.559,29.816 -2020-09-12 09:45:00,77.44,59.915,44.559,29.816 -2020-09-12 10:00:00,76.92,56.563,42.091,29.816 -2020-09-12 10:15:00,82.93,57.177,42.091,29.816 -2020-09-12 10:30:00,75.13,57.018,42.091,29.816 -2020-09-12 10:45:00,78.26,57.68899999999999,42.091,29.816 -2020-09-12 11:00:00,75.56,54.4,38.505,29.816 -2020-09-12 11:15:00,72.28,54.917,38.505,29.816 -2020-09-12 11:30:00,70.41,55.589,38.505,29.816 -2020-09-12 11:45:00,69.55,55.831,38.505,29.816 -2020-09-12 12:00:00,69.43,52.578,35.388000000000005,29.816 -2020-09-12 12:15:00,67.6,52.043,35.388000000000005,29.816 -2020-09-12 12:30:00,66.35,51.507,35.388000000000005,29.816 -2020-09-12 12:45:00,66.07,52.397,35.388000000000005,29.816 -2020-09-12 13:00:00,63.61,51.104,31.355999999999998,29.816 -2020-09-12 13:15:00,68.82,51.163999999999994,31.355999999999998,29.816 -2020-09-12 13:30:00,66.78,50.739,31.355999999999998,29.816 -2020-09-12 13:45:00,66.36,49.083999999999996,31.355999999999998,29.816 -2020-09-12 14:00:00,68.36,49.22,30.522,29.816 -2020-09-12 14:15:00,69.67,47.583999999999996,30.522,29.816 -2020-09-12 14:30:00,66.25,47.385,30.522,29.816 -2020-09-12 14:45:00,67.5,48.027,30.522,29.816 -2020-09-12 15:00:00,68.44,48.504,34.36,29.816 -2020-09-12 15:15:00,69.12,47.034,34.36,29.816 -2020-09-12 15:30:00,69.44,45.773,34.36,29.816 -2020-09-12 15:45:00,70.61,43.525,34.36,29.816 -2020-09-12 16:00:00,73.84,46.43,39.507,29.816 -2020-09-12 16:15:00,75.23,46.185,39.507,29.816 -2020-09-12 16:30:00,75.45,46.589,39.507,29.816 -2020-09-12 16:45:00,77.86,44.126999999999995,39.507,29.816 -2020-09-12 17:00:00,81.34,46.038000000000004,47.151,29.816 -2020-09-12 17:15:00,84.36,45.433,47.151,29.816 -2020-09-12 17:30:00,82.72,44.951,47.151,29.816 -2020-09-12 17:45:00,83.58,44.531000000000006,47.151,29.816 -2020-09-12 18:00:00,85.61,47.988,50.303999999999995,29.816 -2020-09-12 18:15:00,84.62,48.356,50.303999999999995,29.816 -2020-09-12 18:30:00,89.46,47.836999999999996,50.303999999999995,29.816 -2020-09-12 18:45:00,89.86,48.85,50.303999999999995,29.816 -2020-09-12 19:00:00,88.15,51.066,50.622,29.816 -2020-09-12 19:15:00,83.92,49.538000000000004,50.622,29.816 -2020-09-12 19:30:00,83.24,49.269,50.622,29.816 -2020-09-12 19:45:00,82.65,49.957,50.622,29.816 -2020-09-12 20:00:00,80.31,49.22,45.391000000000005,29.816 -2020-09-12 20:15:00,77.48,49.12,45.391000000000005,29.816 -2020-09-12 20:30:00,76.12,47.223,45.391000000000005,29.816 -2020-09-12 20:45:00,75.87,47.74100000000001,45.391000000000005,29.816 -2020-09-12 21:00:00,71.68,46.589,39.98,29.816 -2020-09-12 21:15:00,70.68,49.358999999999995,39.98,29.816 -2020-09-12 21:30:00,68.86,49.309,39.98,29.816 -2020-09-12 21:45:00,68.45,48.352,39.98,29.816 -2020-09-12 22:00:00,64.74,45.873999999999995,37.53,29.816 -2020-09-12 22:15:00,65.48,46.672,37.53,29.816 -2020-09-12 22:30:00,62.36,44.59,37.53,29.816 -2020-09-12 22:45:00,62.8,42.88,37.53,29.816 -2020-09-12 23:00:00,57.88,41.266999999999996,30.97,29.816 -2020-09-12 23:15:00,56.65,38.785,30.97,29.816 -2020-09-12 23:30:00,58.13,38.875,30.97,29.816 -2020-09-12 23:45:00,57.91,37.913000000000004,30.97,29.816 -2020-09-13 00:00:00,53.28,32.799,27.24,29.816 -2020-09-13 00:15:00,53.54,31.384,27.24,29.816 -2020-09-13 00:30:00,53.48,30.849,27.24,29.816 -2020-09-13 00:45:00,53.88,30.689,27.24,29.816 -2020-09-13 01:00:00,51.24,30.398000000000003,25.662,29.816 -2020-09-13 01:15:00,52.62,29.816,25.662,29.816 -2020-09-13 01:30:00,52.7,28.694000000000003,25.662,29.816 -2020-09-13 01:45:00,52.44,28.274,25.662,29.816 -2020-09-13 02:00:00,53.25,28.054000000000002,25.67,29.816 -2020-09-13 02:15:00,52.44,27.636999999999997,25.67,29.816 -2020-09-13 02:30:00,51.82,28.238000000000003,25.67,29.816 -2020-09-13 02:45:00,51.81,28.935,25.67,29.816 -2020-09-13 03:00:00,50.96,29.924,24.258000000000003,29.816 -2020-09-13 03:15:00,52.6,27.941,24.258000000000003,29.816 -2020-09-13 03:30:00,52.63,27.311,24.258000000000003,29.816 -2020-09-13 03:45:00,52.9,28.666999999999998,24.258000000000003,29.816 -2020-09-13 04:00:00,53.7,33.546,25.051,29.816 -2020-09-13 04:15:00,54.59,38.092,25.051,29.816 -2020-09-13 04:30:00,54.4,35.829,25.051,29.816 -2020-09-13 04:45:00,55.85,35.528,25.051,29.816 -2020-09-13 05:00:00,57.42,44.011,25.145,29.816 -2020-09-13 05:15:00,58.05,44.397,25.145,29.816 -2020-09-13 05:30:00,55.99,39.544000000000004,25.145,29.816 -2020-09-13 05:45:00,56.86,39.168,25.145,29.816 -2020-09-13 06:00:00,57.81,49.345,26.371,29.816 -2020-09-13 06:15:00,58.65,60.265,26.371,29.816 -2020-09-13 06:30:00,58.81,54.775,26.371,29.816 -2020-09-13 06:45:00,60.74,51.551,26.371,29.816 -2020-09-13 07:00:00,61.74,49.041000000000004,28.756999999999998,29.816 -2020-09-13 07:15:00,61.61,48.45,28.756999999999998,29.816 -2020-09-13 07:30:00,61.01,47.961999999999996,28.756999999999998,29.816 -2020-09-13 07:45:00,61.51,49.708999999999996,28.756999999999998,29.816 -2020-09-13 08:00:00,61.6,50.91,32.82,29.816 -2020-09-13 08:15:00,63.67,54.369,32.82,29.816 -2020-09-13 08:30:00,61.43,54.89,32.82,29.816 -2020-09-13 08:45:00,60.33,57.203,32.82,29.816 -2020-09-13 09:00:00,58.83,54.472,35.534,29.816 -2020-09-13 09:15:00,60.35,54.845,35.534,29.816 -2020-09-13 09:30:00,60.42,56.964,35.534,29.816 -2020-09-13 09:45:00,60.83,59.023999999999994,35.534,29.816 -2020-09-13 10:00:00,61.52,56.451,35.925,29.816 -2020-09-13 10:15:00,63.03,57.215,35.925,29.816 -2020-09-13 10:30:00,64.13,57.315,35.925,29.816 -2020-09-13 10:45:00,64.9,58.61,35.925,29.816 -2020-09-13 11:00:00,61.16,55.151,37.056,29.816 -2020-09-13 11:15:00,60.3,55.281000000000006,37.056,29.816 -2020-09-13 11:30:00,56.6,56.294,37.056,29.816 -2020-09-13 11:45:00,58.49,56.818000000000005,37.056,29.816 -2020-09-13 12:00:00,52.37,54.376999999999995,33.124,29.816 -2020-09-13 12:15:00,54.75,53.535,33.124,29.816 -2020-09-13 12:30:00,50.06,53.025,33.124,29.816 -2020-09-13 12:45:00,50.17,53.224,33.124,29.816 -2020-09-13 13:00:00,49.32,51.556999999999995,29.874000000000002,29.816 -2020-09-13 13:15:00,49.67,51.497,29.874000000000002,29.816 -2020-09-13 13:30:00,48.44,50.077,29.874000000000002,29.816 -2020-09-13 13:45:00,49.63,49.31399999999999,29.874000000000002,29.816 -2020-09-13 14:00:00,49.39,50.481,27.302,29.816 -2020-09-13 14:15:00,50.02,49.385,27.302,29.816 -2020-09-13 14:30:00,50.96,48.302,27.302,29.816 -2020-09-13 14:45:00,52.31,47.96,27.302,29.816 -2020-09-13 15:00:00,52.47,48.31100000000001,27.642,29.816 -2020-09-13 15:15:00,56.04,46.251000000000005,27.642,29.816 -2020-09-13 15:30:00,55.91,44.931000000000004,27.642,29.816 -2020-09-13 15:45:00,58.62,43.033,27.642,29.816 -2020-09-13 16:00:00,63.63,44.687,31.945999999999998,29.816 -2020-09-13 16:15:00,63.63,44.543,31.945999999999998,29.816 -2020-09-13 16:30:00,67.25,45.853,31.945999999999998,29.816 -2020-09-13 16:45:00,69.54,43.519,31.945999999999998,29.816 -2020-09-13 17:00:00,73.29,45.705,40.387,29.816 -2020-09-13 17:15:00,75.48,46.41,40.387,29.816 -2020-09-13 17:30:00,76.49,46.678000000000004,40.387,29.816 -2020-09-13 17:45:00,80.06,46.943999999999996,40.387,29.816 -2020-09-13 18:00:00,80.24,50.817,44.575,29.816 -2020-09-13 18:15:00,80.31,50.998000000000005,44.575,29.816 -2020-09-13 18:30:00,86.23,50.026,44.575,29.816 -2020-09-13 18:45:00,84.95,51.357,44.575,29.816 -2020-09-13 19:00:00,83.91,55.43899999999999,45.623999999999995,29.816 -2020-09-13 19:15:00,82.55,53.001000000000005,45.623999999999995,29.816 -2020-09-13 19:30:00,81.33,52.494,45.623999999999995,29.816 -2020-09-13 19:45:00,82.57,52.943999999999996,45.623999999999995,29.816 -2020-09-13 20:00:00,82.59,52.394,44.583999999999996,29.816 -2020-09-13 20:15:00,85.52,52.29,44.583999999999996,29.816 -2020-09-13 20:30:00,81.65,51.228,44.583999999999996,29.816 -2020-09-13 20:45:00,80.24,50.083999999999996,44.583999999999996,29.816 -2020-09-13 21:00:00,74.96,48.508,39.732,29.816 -2020-09-13 21:15:00,80.14,50.928000000000004,39.732,29.816 -2020-09-13 21:30:00,82.33,50.347,39.732,29.816 -2020-09-13 21:45:00,81.42,49.684,39.732,29.816 -2020-09-13 22:00:00,76.5,48.83,38.571,29.816 -2020-09-13 22:15:00,71.7,48.037,38.571,29.816 -2020-09-13 22:30:00,69.2,45.117,38.571,29.816 -2020-09-13 22:45:00,69.21,42.193000000000005,38.571,29.816 -2020-09-13 23:00:00,66.31,40.039,33.121,29.816 -2020-09-13 23:15:00,68.89,38.861,33.121,29.816 -2020-09-13 23:30:00,67.54,38.577,33.121,29.816 -2020-09-13 23:45:00,72.63,37.861999999999995,33.121,29.816 -2020-09-14 00:00:00,70.49,34.855,32.506,29.93 -2020-09-14 00:15:00,71.68,34.483000000000004,32.506,29.93 -2020-09-14 00:30:00,66.33,33.631,32.506,29.93 -2020-09-14 00:45:00,63.56,33.067,32.506,29.93 -2020-09-14 01:00:00,65.34,33.099000000000004,31.121,29.93 -2020-09-14 01:15:00,71.25,32.488,31.121,29.93 -2020-09-14 01:30:00,71.36,31.708000000000002,31.121,29.93 -2020-09-14 01:45:00,70.39,31.218000000000004,31.121,29.93 -2020-09-14 02:00:00,67.0,31.398000000000003,29.605999999999998,29.93 -2020-09-14 02:15:00,72.09,30.285,29.605999999999998,29.93 -2020-09-14 02:30:00,73.13,31.045,29.605999999999998,29.93 -2020-09-14 02:45:00,72.63,31.535,29.605999999999998,29.93 -2020-09-14 03:00:00,70.81,33.106,28.124000000000002,29.93 -2020-09-14 03:15:00,74.52,31.967,28.124000000000002,29.93 -2020-09-14 03:30:00,76.44,31.909000000000002,28.124000000000002,29.93 -2020-09-14 03:45:00,75.06,32.779,28.124000000000002,29.93 -2020-09-14 04:00:00,77.33,40.942,29.743000000000002,29.93 -2020-09-14 04:15:00,83.88,48.583999999999996,29.743000000000002,29.93 -2020-09-14 04:30:00,89.01,46.166000000000004,29.743000000000002,29.93 -2020-09-14 04:45:00,92.93,46.215,29.743000000000002,29.93 -2020-09-14 05:00:00,94.93,62.798,36.191,29.93 -2020-09-14 05:15:00,104.51,74.667,36.191,29.93 -2020-09-14 05:30:00,102.86,68.46,36.191,29.93 -2020-09-14 05:45:00,103.19,64.678,36.191,29.93 -2020-09-14 06:00:00,108.82,63.763999999999996,55.277,29.93 -2020-09-14 06:15:00,111.8,65.002,55.277,29.93 -2020-09-14 06:30:00,112.82,63.923,55.277,29.93 -2020-09-14 06:45:00,111.4,66.351,55.277,29.93 -2020-09-14 07:00:00,115.98,64.559,65.697,29.93 -2020-09-14 07:15:00,110.78,66.132,65.697,29.93 -2020-09-14 07:30:00,110.77,64.83,65.697,29.93 -2020-09-14 07:45:00,108.81,66.53399999999999,65.697,29.93 -2020-09-14 08:00:00,107.66,65.313,57.028,29.93 -2020-09-14 08:15:00,106.67,67.42,57.028,29.93 -2020-09-14 08:30:00,111.75,66.61,57.028,29.93 -2020-09-14 08:45:00,114.96,68.684,57.028,29.93 -2020-09-14 09:00:00,107.61,64.957,52.633,29.93 -2020-09-14 09:15:00,104.76,63.328,52.633,29.93 -2020-09-14 09:30:00,104.17,64.493,52.633,29.93 -2020-09-14 09:45:00,103.52,64.554,52.633,29.93 -2020-09-14 10:00:00,104.08,62.263000000000005,50.647,29.93 -2020-09-14 10:15:00,103.09,62.821000000000005,50.647,29.93 -2020-09-14 10:30:00,103.8,62.4,50.647,29.93 -2020-09-14 10:45:00,103.53,62.397,50.647,29.93 -2020-09-14 11:00:00,102.76,58.821999999999996,50.245,29.93 -2020-09-14 11:15:00,103.69,59.413000000000004,50.245,29.93 -2020-09-14 11:30:00,102.69,61.208,50.245,29.93 -2020-09-14 11:45:00,105.2,62.097,50.245,29.93 -2020-09-14 12:00:00,101.81,58.416000000000004,46.956,29.93 -2020-09-14 12:15:00,103.71,57.656000000000006,46.956,29.93 -2020-09-14 12:30:00,101.04,56.28,46.956,29.93 -2020-09-14 12:45:00,103.68,56.665,46.956,29.93 -2020-09-14 13:00:00,99.52,55.81399999999999,47.383,29.93 -2020-09-14 13:15:00,98.82,54.8,47.383,29.93 -2020-09-14 13:30:00,100.67,53.45399999999999,47.383,29.93 -2020-09-14 13:45:00,102.23,53.481,47.383,29.93 -2020-09-14 14:00:00,102.81,53.742,47.1,29.93 -2020-09-14 14:15:00,100.22,53.089,47.1,29.93 -2020-09-14 14:30:00,100.3,51.821999999999996,47.1,29.93 -2020-09-14 14:45:00,98.73,53.272,47.1,29.93 -2020-09-14 15:00:00,99.67,53.479,49.355,29.93 -2020-09-14 15:15:00,101.22,50.736999999999995,49.355,29.93 -2020-09-14 15:30:00,103.35,50.004,49.355,29.93 -2020-09-14 15:45:00,102.28,47.64,49.355,29.93 -2020-09-14 16:00:00,103.7,50.174,52.14,29.93 -2020-09-14 16:15:00,104.69,50.006,52.14,29.93 -2020-09-14 16:30:00,107.28,50.61,52.14,29.93 -2020-09-14 16:45:00,109.54,48.20399999999999,52.14,29.93 -2020-09-14 17:00:00,111.52,49.339,58.705,29.93 -2020-09-14 17:15:00,109.57,50.282,58.705,29.93 -2020-09-14 17:30:00,112.39,50.155,58.705,29.93 -2020-09-14 17:45:00,111.73,49.925,58.705,29.93 -2020-09-14 18:00:00,113.13,52.857,59.153,29.93 -2020-09-14 18:15:00,111.59,51.177,59.153,29.93 -2020-09-14 18:30:00,117.13,49.633,59.153,29.93 -2020-09-14 18:45:00,115.67,53.824,59.153,29.93 -2020-09-14 19:00:00,112.01,57.446000000000005,61.483000000000004,29.93 -2020-09-14 19:15:00,107.89,56.045,61.483000000000004,29.93 -2020-09-14 19:30:00,105.2,55.27,61.483000000000004,29.93 -2020-09-14 19:45:00,108.61,55.082,61.483000000000004,29.93 -2020-09-14 20:00:00,105.34,53.168,67.55,29.93 -2020-09-14 20:15:00,106.11,54.007,67.55,29.93 -2020-09-14 20:30:00,103.61,53.163000000000004,67.55,29.93 -2020-09-14 20:45:00,94.43,52.355,67.55,29.93 -2020-09-14 21:00:00,92.43,50.291000000000004,60.026,29.93 -2020-09-14 21:15:00,89.42,52.953,60.026,29.93 -2020-09-14 21:30:00,85.77,52.648999999999994,60.026,29.93 -2020-09-14 21:45:00,91.92,51.695,60.026,29.93 -2020-09-14 22:00:00,88.36,48.677,52.736999999999995,29.93 -2020-09-14 22:15:00,88.46,49.465,52.736999999999995,29.93 -2020-09-14 22:30:00,82.45,41.596000000000004,52.736999999999995,29.93 -2020-09-14 22:45:00,82.32,38.1,52.736999999999995,29.93 -2020-09-14 23:00:00,80.56,36.128,44.408,29.93 -2020-09-14 23:15:00,81.23,33.766,44.408,29.93 -2020-09-14 23:30:00,76.93,33.77,44.408,29.93 -2020-09-14 23:45:00,75.97,32.887,44.408,29.93 -2020-09-15 00:00:00,76.99,32.999,44.438,29.93 -2020-09-15 00:15:00,79.26,33.558,44.438,29.93 -2020-09-15 00:30:00,78.82,33.234,44.438,29.93 -2020-09-15 00:45:00,74.27,33.263000000000005,44.438,29.93 -2020-09-15 01:00:00,70.44,32.773,41.468999999999994,29.93 -2020-09-15 01:15:00,74.86,32.23,41.468999999999994,29.93 -2020-09-15 01:30:00,77.73,31.374000000000002,41.468999999999994,29.93 -2020-09-15 01:45:00,78.5,30.465999999999998,41.468999999999994,29.93 -2020-09-15 02:00:00,77.58,30.223000000000003,39.708,29.93 -2020-09-15 02:15:00,76.77,30.145,39.708,29.93 -2020-09-15 02:30:00,78.83,30.465,39.708,29.93 -2020-09-15 02:45:00,78.93,31.241,39.708,29.93 -2020-09-15 03:00:00,79.89,32.166,38.919000000000004,29.93 -2020-09-15 03:15:00,80.14,31.774,38.919000000000004,29.93 -2020-09-15 03:30:00,82.91,31.75,38.919000000000004,29.93 -2020-09-15 03:45:00,83.91,31.641,38.919000000000004,29.93 -2020-09-15 04:00:00,85.18,38.702,40.092,29.93 -2020-09-15 04:15:00,89.49,46.347,40.092,29.93 -2020-09-15 04:30:00,94.24,43.79600000000001,40.092,29.93 -2020-09-15 04:45:00,96.41,44.424,40.092,29.93 -2020-09-15 05:00:00,99.04,63.07899999999999,43.713,29.93 -2020-09-15 05:15:00,103.98,75.593,43.713,29.93 -2020-09-15 05:30:00,107.4,69.36,43.713,29.93 -2020-09-15 05:45:00,109.39,64.872,43.713,29.93 -2020-09-15 06:00:00,117.19,64.73100000000001,56.033,29.93 -2020-09-15 06:15:00,114.09,66.351,56.033,29.93 -2020-09-15 06:30:00,115.14,64.90899999999999,56.033,29.93 -2020-09-15 06:45:00,116.49,66.49600000000001,56.033,29.93 -2020-09-15 07:00:00,118.41,64.818,66.003,29.93 -2020-09-15 07:15:00,117.26,66.15899999999999,66.003,29.93 -2020-09-15 07:30:00,117.65,64.84100000000001,66.003,29.93 -2020-09-15 07:45:00,116.28,65.70100000000001,66.003,29.93 -2020-09-15 08:00:00,113.85,64.434,57.474,29.93 -2020-09-15 08:15:00,110.41,65.98100000000001,57.474,29.93 -2020-09-15 08:30:00,110.67,65.303,57.474,29.93 -2020-09-15 08:45:00,110.98,66.51,57.474,29.93 -2020-09-15 09:00:00,110.26,62.99100000000001,51.928000000000004,29.93 -2020-09-15 09:15:00,109.79,61.425,51.928000000000004,29.93 -2020-09-15 09:30:00,108.62,63.258,51.928000000000004,29.93 -2020-09-15 09:45:00,108.66,64.442,51.928000000000004,29.93 -2020-09-15 10:00:00,108.71,60.86600000000001,49.46,29.93 -2020-09-15 10:15:00,108.89,61.133,49.46,29.93 -2020-09-15 10:30:00,108.34,60.746,49.46,29.93 -2020-09-15 10:45:00,108.25,61.647,49.46,29.93 -2020-09-15 11:00:00,106.43,58.276,48.206,29.93 -2020-09-15 11:15:00,104.48,59.166000000000004,48.206,29.93 -2020-09-15 11:30:00,106.87,59.805,48.206,29.93 -2020-09-15 11:45:00,104.72,60.371,48.206,29.93 -2020-09-15 12:00:00,102.62,56.325,46.285,29.93 -2020-09-15 12:15:00,101.2,55.792,46.285,29.93 -2020-09-15 12:30:00,102.37,55.288999999999994,46.285,29.93 -2020-09-15 12:45:00,101.53,56.23,46.285,29.93 -2020-09-15 13:00:00,101.21,54.992,46.861999999999995,29.93 -2020-09-15 13:15:00,100.74,55.506,46.861999999999995,29.93 -2020-09-15 13:30:00,100.23,54.276,46.861999999999995,29.93 -2020-09-15 13:45:00,102.07,53.488,46.861999999999995,29.93 -2020-09-15 14:00:00,100.98,54.14,46.488,29.93 -2020-09-15 14:15:00,101.37,53.342,46.488,29.93 -2020-09-15 14:30:00,102.21,52.472,46.488,29.93 -2020-09-15 14:45:00,104.2,53.218,46.488,29.93 -2020-09-15 15:00:00,103.31,53.176,48.442,29.93 -2020-09-15 15:15:00,105.66,51.303999999999995,48.442,29.93 -2020-09-15 15:30:00,104.22,50.43899999999999,48.442,29.93 -2020-09-15 15:45:00,106.45,48.342,48.442,29.93 -2020-09-15 16:00:00,107.2,50.266000000000005,50.397,29.93 -2020-09-15 16:15:00,108.47,50.245,50.397,29.93 -2020-09-15 16:30:00,111.24,50.597,50.397,29.93 -2020-09-15 16:45:00,112.38,48.913000000000004,50.397,29.93 -2020-09-15 17:00:00,118.39,50.25899999999999,56.668,29.93 -2020-09-15 17:15:00,113.96,51.603,56.668,29.93 -2020-09-15 17:30:00,113.72,51.18,56.668,29.93 -2020-09-15 17:45:00,114.84,50.68,56.668,29.93 -2020-09-15 18:00:00,117.58,52.738,57.957,29.93 -2020-09-15 18:15:00,116.18,52.331,57.957,29.93 -2020-09-15 18:30:00,120.29,50.532,57.957,29.93 -2020-09-15 18:45:00,119.15,54.638999999999996,57.957,29.93 -2020-09-15 19:00:00,120.04,57.236000000000004,57.056000000000004,29.93 -2020-09-15 19:15:00,118.63,55.964,57.056000000000004,29.93 -2020-09-15 19:30:00,113.73,54.924,57.056000000000004,29.93 -2020-09-15 19:45:00,113.54,55.038000000000004,57.056000000000004,29.93 -2020-09-15 20:00:00,105.26,53.512,64.156,29.93 -2020-09-15 20:15:00,101.39,52.998000000000005,64.156,29.93 -2020-09-15 20:30:00,98.17,52.282,64.156,29.93 -2020-09-15 20:45:00,97.7,51.735,64.156,29.93 -2020-09-15 21:00:00,98.43,50.36600000000001,56.507,29.93 -2020-09-15 21:15:00,100.0,51.815,56.507,29.93 -2020-09-15 21:30:00,94.23,51.591,56.507,29.93 -2020-09-15 21:45:00,89.6,50.799,56.507,29.93 -2020-09-15 22:00:00,85.63,48.097,50.728,29.93 -2020-09-15 22:15:00,88.34,48.534,50.728,29.93 -2020-09-15 22:30:00,87.42,40.913000000000004,50.728,29.93 -2020-09-15 22:45:00,85.3,37.449,50.728,29.93 -2020-09-15 23:00:00,78.95,34.841,43.556999999999995,29.93 -2020-09-15 23:15:00,83.3,33.741,43.556999999999995,29.93 -2020-09-15 23:30:00,83.87,33.709,43.556999999999995,29.93 -2020-09-15 23:45:00,78.6,32.943000000000005,43.556999999999995,29.93 -2020-09-16 00:00:00,73.44,39.084,41.151,29.93 -2020-09-16 00:15:00,73.98,39.830999999999996,41.151,29.93 -2020-09-16 00:30:00,78.99,39.635,41.151,29.93 -2020-09-16 00:45:00,80.82,39.476,41.151,29.93 -2020-09-16 01:00:00,76.35,39.616,37.763000000000005,29.93 -2020-09-16 01:15:00,73.59,38.859,37.763000000000005,29.93 -2020-09-16 01:30:00,72.26,37.896,37.763000000000005,29.93 -2020-09-16 01:45:00,78.96,37.031,37.763000000000005,29.93 -2020-09-16 02:00:00,78.44,37.302,35.615,29.93 -2020-09-16 02:15:00,78.12,37.166,35.615,29.93 -2020-09-16 02:30:00,72.51,37.736,35.615,29.93 -2020-09-16 02:45:00,78.41,38.519,35.615,29.93 -2020-09-16 03:00:00,82.31,40.568000000000005,35.153,29.93 -2020-09-16 03:15:00,81.48,40.628,35.153,29.93 -2020-09-16 03:30:00,78.89,40.606,35.153,29.93 -2020-09-16 03:45:00,80.9,41.105,35.153,29.93 -2020-09-16 04:00:00,85.15,49.181000000000004,36.203,29.93 -2020-09-16 04:15:00,89.89,57.271,36.203,29.93 -2020-09-16 04:30:00,92.92,55.732,36.203,29.93 -2020-09-16 04:45:00,92.18,56.861000000000004,36.203,29.93 -2020-09-16 05:00:00,99.03,78.215,39.922,29.93 -2020-09-16 05:15:00,104.76,95.447,39.922,29.93 -2020-09-16 05:30:00,108.0,89.35799999999999,39.922,29.93 -2020-09-16 05:45:00,109.51,83.431,39.922,29.93 -2020-09-16 06:00:00,113.65,83.573,56.443999999999996,29.93 -2020-09-16 06:15:00,114.5,86.17,56.443999999999996,29.93 -2020-09-16 06:30:00,115.4,84.446,56.443999999999996,29.93 -2020-09-16 06:45:00,117.08,85.50399999999999,56.443999999999996,29.93 -2020-09-16 07:00:00,119.77,85.01899999999999,68.683,29.93 -2020-09-16 07:15:00,119.16,86.70100000000001,68.683,29.93 -2020-09-16 07:30:00,124.41,85.609,68.683,29.93 -2020-09-16 07:45:00,120.27,86.053,68.683,29.93 -2020-09-16 08:00:00,119.32,82.478,59.003,29.93 -2020-09-16 08:15:00,118.97,83.669,59.003,29.93 -2020-09-16 08:30:00,117.59,81.854,59.003,29.93 -2020-09-16 08:45:00,117.4,82.26899999999999,59.003,29.93 -2020-09-16 09:00:00,118.31,76.666,56.21,29.93 -2020-09-16 09:15:00,120.11,74.795,56.21,29.93 -2020-09-16 09:30:00,122.52,75.825,56.21,29.93 -2020-09-16 09:45:00,124.42,76.199,56.21,29.93 -2020-09-16 10:00:00,126.1,73.703,52.358999999999995,29.93 -2020-09-16 10:15:00,126.69,73.807,52.358999999999995,29.93 -2020-09-16 10:30:00,121.23,73.306,52.358999999999995,29.93 -2020-09-16 10:45:00,118.65,73.608,52.358999999999995,29.93 -2020-09-16 11:00:00,109.55,71.77600000000001,51.161,29.93 -2020-09-16 11:15:00,111.88,72.722,51.161,29.93 -2020-09-16 11:30:00,117.41,73.042,51.161,29.93 -2020-09-16 11:45:00,116.4,72.767,51.161,29.93 -2020-09-16 12:00:00,107.59,70.317,49.119,29.93 -2020-09-16 12:15:00,105.17,70.104,49.119,29.93 -2020-09-16 12:30:00,102.46,69.05199999999999,49.119,29.93 -2020-09-16 12:45:00,103.14,69.616,49.119,29.93 -2020-09-16 13:00:00,101.75,69.403,49.187,29.93 -2020-09-16 13:15:00,101.95,69.571,49.187,29.93 -2020-09-16 13:30:00,104.52,68.53399999999999,49.187,29.93 -2020-09-16 13:45:00,101.25,67.885,49.187,29.93 -2020-09-16 14:00:00,102.1,68.471,49.787,29.93 -2020-09-16 14:15:00,103.0,68.127,49.787,29.93 -2020-09-16 14:30:00,103.44,66.956,49.787,29.93 -2020-09-16 14:45:00,104.37,67.27600000000001,49.787,29.93 -2020-09-16 15:00:00,102.18,67.498,51.458999999999996,29.93 -2020-09-16 15:15:00,104.63,66.195,51.458999999999996,29.93 -2020-09-16 15:30:00,104.49,65.661,51.458999999999996,29.93 -2020-09-16 15:45:00,106.34,64.396,51.458999999999996,29.93 -2020-09-16 16:00:00,111.51,65.649,53.663000000000004,29.93 -2020-09-16 16:15:00,108.92,65.133,53.663000000000004,29.93 -2020-09-16 16:30:00,110.62,65.763,53.663000000000004,29.93 -2020-09-16 16:45:00,111.54,63.458999999999996,53.663000000000004,29.93 -2020-09-16 17:00:00,116.11,64.80199999999999,58.183,29.93 -2020-09-16 17:15:00,114.55,65.96,58.183,29.93 -2020-09-16 17:30:00,114.66,65.595,58.183,29.93 -2020-09-16 17:45:00,115.07,65.561,58.183,29.93 -2020-09-16 18:00:00,117.2,65.617,60.141000000000005,29.93 -2020-09-16 18:15:00,116.17,65.419,60.141000000000005,29.93 -2020-09-16 18:30:00,119.01,64.142,60.141000000000005,29.93 -2020-09-16 18:45:00,118.27,68.15,60.141000000000005,29.93 -2020-09-16 19:00:00,116.67,67.969,60.582,29.93 -2020-09-16 19:15:00,116.96,66.834,60.582,29.93 -2020-09-16 19:30:00,113.33,66.178,60.582,29.93 -2020-09-16 19:45:00,115.63,66.4,60.582,29.93 -2020-09-16 20:00:00,104.66,64.4,66.61,29.93 -2020-09-16 20:15:00,107.17,62.825,66.61,29.93 -2020-09-16 20:30:00,104.72,61.527,66.61,29.93 -2020-09-16 20:45:00,104.85,61.146,66.61,29.93 -2020-09-16 21:00:00,98.44,59.425,57.658,29.93 -2020-09-16 21:15:00,92.27,60.768,57.658,29.93 -2020-09-16 21:30:00,95.86,59.723,57.658,29.93 -2020-09-16 21:45:00,94.6,58.926,57.658,29.93 -2020-09-16 22:00:00,90.23,57.67,51.81,29.93 -2020-09-16 22:15:00,84.5,56.826,51.81,29.93 -2020-09-16 22:30:00,82.73,48.071000000000005,51.81,29.93 -2020-09-16 22:45:00,80.31,44.38,51.81,29.93 -2020-09-16 23:00:00,82.5,40.444,42.93600000000001,29.93 -2020-09-16 23:15:00,82.69,40.001999999999995,42.93600000000001,29.93 -2020-09-16 23:30:00,82.91,40.023,42.93600000000001,29.93 -2020-09-16 23:45:00,78.13,39.402,42.93600000000001,29.93 -2020-09-17 00:00:00,79.44,39.347,39.211,29.93 -2020-09-17 00:15:00,80.59,40.09,39.211,29.93 -2020-09-17 00:30:00,78.36,39.903,39.211,29.93 -2020-09-17 00:45:00,75.57,39.747,39.211,29.93 -2020-09-17 01:00:00,79.12,39.88,37.607,29.93 -2020-09-17 01:15:00,78.2,39.145,37.607,29.93 -2020-09-17 01:30:00,77.23,38.2,37.607,29.93 -2020-09-17 01:45:00,74.58,37.333,37.607,29.93 -2020-09-17 02:00:00,78.04,37.611,36.44,29.93 -2020-09-17 02:15:00,79.78,37.494,36.44,29.93 -2020-09-17 02:30:00,76.24,38.041,36.44,29.93 -2020-09-17 02:45:00,75.01,38.82,36.44,29.93 -2020-09-17 03:00:00,77.9,40.855,36.116,29.93 -2020-09-17 03:15:00,79.65,40.934,36.116,29.93 -2020-09-17 03:30:00,81.81,40.917,36.116,29.93 -2020-09-17 03:45:00,78.48,41.401,36.116,29.93 -2020-09-17 04:00:00,87.76,49.50899999999999,37.398,29.93 -2020-09-17 04:15:00,91.21,57.629,37.398,29.93 -2020-09-17 04:30:00,95.34,56.093999999999994,37.398,29.93 -2020-09-17 04:45:00,94.05,57.232,37.398,29.93 -2020-09-17 05:00:00,98.21,78.67699999999999,41.776,29.93 -2020-09-17 05:15:00,104.48,96.00299999999999,41.776,29.93 -2020-09-17 05:30:00,108.42,89.899,41.776,29.93 -2020-09-17 05:45:00,108.7,83.925,41.776,29.93 -2020-09-17 06:00:00,114.23,84.03399999999999,55.61,29.93 -2020-09-17 06:15:00,113.86,86.65299999999999,55.61,29.93 -2020-09-17 06:30:00,116.05,84.93299999999999,55.61,29.93 -2020-09-17 06:45:00,116.34,85.98899999999999,55.61,29.93 -2020-09-17 07:00:00,117.73,85.50200000000001,67.13600000000001,29.93 -2020-09-17 07:15:00,117.01,87.2,67.13600000000001,29.93 -2020-09-17 07:30:00,115.49,86.14299999999999,67.13600000000001,29.93 -2020-09-17 07:45:00,114.64,86.59,67.13600000000001,29.93 -2020-09-17 08:00:00,113.27,83.023,57.55,29.93 -2020-09-17 08:15:00,113.0,84.181,57.55,29.93 -2020-09-17 08:30:00,112.72,82.383,57.55,29.93 -2020-09-17 08:45:00,115.23,82.779,57.55,29.93 -2020-09-17 09:00:00,116.21,77.181,52.931999999999995,29.93 -2020-09-17 09:15:00,118.42,75.3,52.931999999999995,29.93 -2020-09-17 09:30:00,115.37,76.311,52.931999999999995,29.93 -2020-09-17 09:45:00,110.86,76.655,52.931999999999995,29.93 -2020-09-17 10:00:00,114.03,74.156,50.36600000000001,29.93 -2020-09-17 10:15:00,117.04,74.223,50.36600000000001,29.93 -2020-09-17 10:30:00,119.88,73.707,50.36600000000001,29.93 -2020-09-17 10:45:00,114.08,73.994,50.36600000000001,29.93 -2020-09-17 11:00:00,112.85,72.17399999999999,47.893,29.93 -2020-09-17 11:15:00,111.3,73.104,47.893,29.93 -2020-09-17 11:30:00,112.41,73.421,47.893,29.93 -2020-09-17 11:45:00,109.95,73.13,47.893,29.93 -2020-09-17 12:00:00,109.44,70.656,45.271,29.93 -2020-09-17 12:15:00,107.34,70.431,45.271,29.93 -2020-09-17 12:30:00,105.72,69.41,45.271,29.93 -2020-09-17 12:45:00,114.51,69.967,45.271,29.93 -2020-09-17 13:00:00,108.61,69.725,44.351000000000006,29.93 -2020-09-17 13:15:00,107.32,69.892,44.351000000000006,29.93 -2020-09-17 13:30:00,104.8,68.85300000000001,44.351000000000006,29.93 -2020-09-17 13:45:00,105.93,68.209,44.351000000000006,29.93 -2020-09-17 14:00:00,105.83,68.747,44.99,29.93 -2020-09-17 14:15:00,108.76,68.418,44.99,29.93 -2020-09-17 14:30:00,104.88,67.279,44.99,29.93 -2020-09-17 14:45:00,103.7,67.595,44.99,29.93 -2020-09-17 15:00:00,105.59,67.77199999999999,46.869,29.93 -2020-09-17 15:15:00,105.16,66.488,46.869,29.93 -2020-09-17 15:30:00,103.15,65.985,46.869,29.93 -2020-09-17 15:45:00,107.04,64.735,46.869,29.93 -2020-09-17 16:00:00,107.68,65.949,48.902,29.93 -2020-09-17 16:15:00,110.33,65.449,48.902,29.93 -2020-09-17 16:30:00,109.86,66.07600000000001,48.902,29.93 -2020-09-17 16:45:00,111.84,63.827,48.902,29.93 -2020-09-17 17:00:00,114.46,65.133,53.244,29.93 -2020-09-17 17:15:00,113.14,66.313,53.244,29.93 -2020-09-17 17:30:00,113.05,65.952,53.244,29.93 -2020-09-17 17:45:00,114.69,65.947,53.244,29.93 -2020-09-17 18:00:00,115.77,65.985,54.343999999999994,29.93 -2020-09-17 18:15:00,118.59,65.783,54.343999999999994,29.93 -2020-09-17 18:30:00,118.36,64.518,54.343999999999994,29.93 -2020-09-17 18:45:00,120.85,68.518,54.343999999999994,29.93 -2020-09-17 19:00:00,115.71,68.35,54.332,29.93 -2020-09-17 19:15:00,116.59,67.211,54.332,29.93 -2020-09-17 19:30:00,109.14,66.551,54.332,29.93 -2020-09-17 19:45:00,110.22,66.765,54.332,29.93 -2020-09-17 20:00:00,101.81,64.786,58.06,29.93 -2020-09-17 20:15:00,102.55,63.208,58.06,29.93 -2020-09-17 20:30:00,100.73,61.886,58.06,29.93 -2020-09-17 20:45:00,100.68,61.467,58.06,29.93 -2020-09-17 21:00:00,95.01,59.748999999999995,52.411,29.93 -2020-09-17 21:15:00,100.41,61.083,52.411,29.93 -2020-09-17 21:30:00,97.41,60.045,52.411,29.93 -2020-09-17 21:45:00,94.7,59.213,52.411,29.93 -2020-09-17 22:00:00,85.44,57.93899999999999,47.148999999999994,29.93 -2020-09-17 22:15:00,89.95,57.071000000000005,47.148999999999994,29.93 -2020-09-17 22:30:00,89.79,48.309,47.148999999999994,29.93 -2020-09-17 22:45:00,89.53,44.622,47.148999999999994,29.93 -2020-09-17 23:00:00,81.01,40.726,40.814,29.93 -2020-09-17 23:15:00,79.55,40.256,40.814,29.93 -2020-09-17 23:30:00,83.76,40.281,40.814,29.93 -2020-09-17 23:45:00,83.95,39.659,40.814,29.93 -2020-09-18 00:00:00,80.29,38.004,39.153,29.93 -2020-09-18 00:15:00,74.72,38.957,39.153,29.93 -2020-09-18 00:30:00,73.6,38.939,39.153,29.93 -2020-09-18 00:45:00,72.77,39.126,39.153,29.93 -2020-09-18 01:00:00,71.06,38.888000000000005,37.228,29.93 -2020-09-18 01:15:00,72.86,37.991,37.228,29.93 -2020-09-18 01:30:00,71.99,37.521,37.228,29.93 -2020-09-18 01:45:00,72.65,36.501999999999995,37.228,29.93 -2020-09-18 02:00:00,72.83,37.49,35.851,29.93 -2020-09-18 02:15:00,78.45,37.321999999999996,35.851,29.93 -2020-09-18 02:30:00,72.91,38.597,35.851,29.93 -2020-09-18 02:45:00,73.98,38.884,35.851,29.93 -2020-09-18 03:00:00,74.75,41.191,36.54,29.93 -2020-09-18 03:15:00,77.42,40.675,36.54,29.93 -2020-09-18 03:30:00,77.21,40.485,36.54,29.93 -2020-09-18 03:45:00,81.51,41.681000000000004,36.54,29.93 -2020-09-18 04:00:00,90.84,49.988,37.578,29.93 -2020-09-18 04:15:00,91.02,56.937,37.578,29.93 -2020-09-18 04:30:00,86.07,56.161,37.578,29.93 -2020-09-18 04:45:00,92.31,56.513999999999996,37.578,29.93 -2020-09-18 05:00:00,108.17,77.343,40.387,29.93 -2020-09-18 05:15:00,112.85,95.874,40.387,29.93 -2020-09-18 05:30:00,108.76,90.18299999999999,40.387,29.93 -2020-09-18 05:45:00,109.88,83.81,40.387,29.93 -2020-09-18 06:00:00,117.15,84.181,54.668,29.93 -2020-09-18 06:15:00,115.51,86.54899999999999,54.668,29.93 -2020-09-18 06:30:00,115.18,84.565,54.668,29.93 -2020-09-18 06:45:00,116.95,85.958,54.668,29.93 -2020-09-18 07:00:00,118.68,85.72399999999999,63.971000000000004,29.93 -2020-09-18 07:15:00,118.95,88.38600000000001,63.971000000000004,29.93 -2020-09-18 07:30:00,116.43,85.897,63.971000000000004,29.93 -2020-09-18 07:45:00,116.62,85.943,63.971000000000004,29.93 -2020-09-18 08:00:00,114.28,82.63,56.042,29.93 -2020-09-18 08:15:00,112.83,84.12299999999999,56.042,29.93 -2020-09-18 08:30:00,114.36,82.556,56.042,29.93 -2020-09-18 08:45:00,115.55,82.37,56.042,29.93 -2020-09-18 09:00:00,114.17,75.26,52.832,29.93 -2020-09-18 09:15:00,111.77,74.903,52.832,29.93 -2020-09-18 09:30:00,111.15,75.277,52.832,29.93 -2020-09-18 09:45:00,111.61,75.834,52.832,29.93 -2020-09-18 10:00:00,107.89,72.842,50.044,29.93 -2020-09-18 10:15:00,109.25,72.935,50.044,29.93 -2020-09-18 10:30:00,109.02,72.765,50.044,29.93 -2020-09-18 10:45:00,107.6,72.832,50.044,29.93 -2020-09-18 11:00:00,107.22,71.185,49.06100000000001,29.93 -2020-09-18 11:15:00,115.43,71.064,49.06100000000001,29.93 -2020-09-18 11:30:00,114.09,71.685,49.06100000000001,29.93 -2020-09-18 11:45:00,112.5,70.729,49.06100000000001,29.93 -2020-09-18 12:00:00,109.27,68.899,45.595,29.93 -2020-09-18 12:15:00,107.26,67.53399999999999,45.595,29.93 -2020-09-18 12:30:00,111.87,66.678,45.595,29.93 -2020-09-18 12:45:00,112.45,66.866,45.595,29.93 -2020-09-18 13:00:00,107.19,67.291,43.218,29.93 -2020-09-18 13:15:00,111.3,67.846,43.218,29.93 -2020-09-18 13:30:00,109.47,67.354,43.218,29.93 -2020-09-18 13:45:00,112.2,66.903,43.218,29.93 -2020-09-18 14:00:00,112.75,66.477,41.926,29.93 -2020-09-18 14:15:00,113.18,66.402,41.926,29.93 -2020-09-18 14:30:00,113.34,66.488,41.926,29.93 -2020-09-18 14:45:00,112.16,66.43,41.926,29.93 -2020-09-18 15:00:00,107.96,66.34899999999999,43.79,29.93 -2020-09-18 15:15:00,108.95,64.778,43.79,29.93 -2020-09-18 15:30:00,111.25,63.426,43.79,29.93 -2020-09-18 15:45:00,111.89,62.758,43.79,29.93 -2020-09-18 16:00:00,114.19,63.008,45.895,29.93 -2020-09-18 16:15:00,112.94,62.958,45.895,29.93 -2020-09-18 16:30:00,113.82,63.486000000000004,45.895,29.93 -2020-09-18 16:45:00,116.38,60.707,45.895,29.93 -2020-09-18 17:00:00,117.22,63.245,51.36,29.93 -2020-09-18 17:15:00,116.42,64.20100000000001,51.36,29.93 -2020-09-18 17:30:00,115.99,63.861000000000004,51.36,29.93 -2020-09-18 17:45:00,115.41,63.695,51.36,29.93 -2020-09-18 18:00:00,117.73,64.012,52.985,29.93 -2020-09-18 18:15:00,116.7,63.016000000000005,52.985,29.93 -2020-09-18 18:30:00,116.11,61.803000000000004,52.985,29.93 -2020-09-18 18:45:00,115.8,66.096,52.985,29.93 -2020-09-18 19:00:00,113.5,66.872,52.602,29.93 -2020-09-18 19:15:00,108.61,66.538,52.602,29.93 -2020-09-18 19:30:00,106.11,65.805,52.602,29.93 -2020-09-18 19:45:00,104.55,65.138,52.602,29.93 -2020-09-18 20:00:00,95.47,63.067,58.063,29.93 -2020-09-18 20:15:00,94.24,62.063,58.063,29.93 -2020-09-18 20:30:00,92.29,60.351000000000006,58.063,29.93 -2020-09-18 20:45:00,95.23,59.466,58.063,29.93 -2020-09-18 21:00:00,87.91,58.849,50.135,29.93 -2020-09-18 21:15:00,85.57,61.511,50.135,29.93 -2020-09-18 21:30:00,78.26,60.382,50.135,29.93 -2020-09-18 21:45:00,84.38,59.817,50.135,29.93 -2020-09-18 22:00:00,79.5,58.698,45.165,29.93 -2020-09-18 22:15:00,81.75,57.588,45.165,29.93 -2020-09-18 22:30:00,74.47,54.06,45.165,29.93 -2020-09-18 22:45:00,77.94,51.985,45.165,29.93 -2020-09-18 23:00:00,76.49,49.233000000000004,39.121,29.93 -2020-09-18 23:15:00,74.79,47.049,39.121,29.93 -2020-09-18 23:30:00,72.85,45.343999999999994,39.121,29.93 -2020-09-18 23:45:00,71.53,44.448,39.121,29.93 -2020-09-19 00:00:00,71.22,38.38,38.49,29.816 -2020-09-19 00:15:00,70.98,37.655,38.49,29.816 -2020-09-19 00:30:00,62.35,37.674,38.49,29.816 -2020-09-19 00:45:00,70.07,37.529,38.49,29.816 -2020-09-19 01:00:00,68.84,37.658,34.5,29.816 -2020-09-19 01:15:00,66.83,36.938,34.5,29.816 -2020-09-19 01:30:00,59.53,35.755,34.5,29.816 -2020-09-19 01:45:00,60.48,35.583,34.5,29.816 -2020-09-19 02:00:00,61.5,36.045,32.236,29.816 -2020-09-19 02:15:00,67.13,35.221,32.236,29.816 -2020-09-19 02:30:00,59.26,35.586999999999996,32.236,29.816 -2020-09-19 02:45:00,59.5,36.468,32.236,29.816 -2020-09-19 03:00:00,58.35,37.939,32.067,29.816 -2020-09-19 03:15:00,60.56,36.596,32.067,29.816 -2020-09-19 03:30:00,58.82,36.205,32.067,29.816 -2020-09-19 03:45:00,60.46,38.491,32.067,29.816 -2020-09-19 04:00:00,61.29,44.302,33.071,29.816 -2020-09-19 04:15:00,60.56,49.925,33.071,29.816 -2020-09-19 04:30:00,57.39,47.338,33.071,29.816 -2020-09-19 04:45:00,61.32,47.757,33.071,29.816 -2020-09-19 05:00:00,63.99,58.761,33.014,29.816 -2020-09-19 05:15:00,64.16,64.37100000000001,33.014,29.816 -2020-09-19 05:30:00,65.42,59.894,33.014,29.816 -2020-09-19 05:45:00,62.16,58.2,33.014,29.816 -2020-09-19 06:00:00,67.73,71.545,34.628,29.816 -2020-09-19 06:15:00,67.75,83.959,34.628,29.816 -2020-09-19 06:30:00,71.21,78.477,34.628,29.816 -2020-09-19 06:45:00,72.05,75.16,34.628,29.816 -2020-09-19 07:00:00,74.14,72.542,38.871,29.816 -2020-09-19 07:15:00,71.97,73.934,38.871,29.816 -2020-09-19 07:30:00,76.89,73.319,38.871,29.816 -2020-09-19 07:45:00,80.01,75.127,38.871,29.816 -2020-09-19 08:00:00,80.53,73.286,43.293,29.816 -2020-09-19 08:15:00,82.15,75.622,43.293,29.816 -2020-09-19 08:30:00,81.09,74.517,43.293,29.816 -2020-09-19 08:45:00,76.52,75.882,43.293,29.816 -2020-09-19 09:00:00,75.61,71.438,44.559,29.816 -2020-09-19 09:15:00,74.54,71.634,44.559,29.816 -2020-09-19 09:30:00,74.81,72.601,44.559,29.816 -2020-09-19 09:45:00,76.44,72.857,44.559,29.816 -2020-09-19 10:00:00,76.74,70.247,42.091,29.816 -2020-09-19 10:15:00,77.89,70.598,42.091,29.816 -2020-09-19 10:30:00,82.26,70.22800000000001,42.091,29.816 -2020-09-19 10:45:00,79.12,70.435,42.091,29.816 -2020-09-19 11:00:00,78.34,68.741,38.505,29.816 -2020-09-19 11:15:00,81.3,68.98899999999999,38.505,29.816 -2020-09-19 11:30:00,77.75,69.456,38.505,29.816 -2020-09-19 11:45:00,76.77,68.646,38.505,29.816 -2020-09-19 12:00:00,74.59,66.622,35.388000000000005,29.816 -2020-09-19 12:15:00,77.13,66.02600000000001,35.388000000000005,29.816 -2020-09-19 12:30:00,69.95,65.217,35.388000000000005,29.816 -2020-09-19 12:45:00,65.4,65.63600000000001,35.388000000000005,29.816 -2020-09-19 13:00:00,66.49,65.413,31.355999999999998,29.816 -2020-09-19 13:15:00,69.13,64.945,31.355999999999998,29.816 -2020-09-19 13:30:00,67.92,64.436,31.355999999999998,29.816 -2020-09-19 13:45:00,71.32,63.224,31.355999999999998,29.816 -2020-09-19 14:00:00,68.7,63.16,30.522,29.816 -2020-09-19 14:15:00,68.61,62.07899999999999,30.522,29.816 -2020-09-19 14:30:00,70.26,61.327,30.522,29.816 -2020-09-19 14:45:00,70.21,61.659,30.522,29.816 -2020-09-19 15:00:00,71.68,62.038999999999994,34.36,29.816 -2020-09-19 15:15:00,71.93,61.226000000000006,34.36,29.816 -2020-09-19 15:30:00,73.29,60.536,34.36,29.816 -2020-09-19 15:45:00,75.49,59.263999999999996,34.36,29.816 -2020-09-19 16:00:00,78.43,60.763999999999996,39.507,29.816 -2020-09-19 16:15:00,79.18,60.381,39.507,29.816 -2020-09-19 16:30:00,79.14,61.047,39.507,29.816 -2020-09-19 16:45:00,81.7,58.574,39.507,29.816 -2020-09-19 17:00:00,83.48,60.071999999999996,47.151,29.816 -2020-09-19 17:15:00,84.27,60.06100000000001,47.151,29.816 -2020-09-19 17:30:00,85.58,59.604,47.151,29.816 -2020-09-19 17:45:00,85.8,59.68600000000001,47.151,29.816 -2020-09-19 18:00:00,89.34,60.965,50.303999999999995,29.816 -2020-09-19 18:15:00,89.84,61.67100000000001,50.303999999999995,29.816 -2020-09-19 18:30:00,90.7,61.82,50.303999999999995,29.816 -2020-09-19 18:45:00,89.05,62.67,50.303999999999995,29.816 -2020-09-19 19:00:00,87.56,62.681000000000004,50.622,29.816 -2020-09-19 19:15:00,84.6,61.475,50.622,29.816 -2020-09-19 19:30:00,82.62,61.503,50.622,29.816 -2020-09-19 19:45:00,81.68,62.065,50.622,29.816 -2020-09-19 20:00:00,77.1,61.138999999999996,45.391000000000005,29.816 -2020-09-19 20:15:00,73.8,60.276,45.391000000000005,29.816 -2020-09-19 20:30:00,72.52,57.81,45.391000000000005,29.816 -2020-09-19 20:45:00,74.56,58.104,45.391000000000005,29.816 -2020-09-19 21:00:00,70.72,57.077,39.98,29.816 -2020-09-19 21:15:00,71.27,59.6,39.98,29.816 -2020-09-19 21:30:00,68.48,58.958,39.98,29.816 -2020-09-19 21:45:00,68.12,57.851000000000006,39.98,29.816 -2020-09-19 22:00:00,63.93,57.068999999999996,37.53,29.816 -2020-09-19 22:15:00,68.03,56.803000000000004,37.53,29.816 -2020-09-19 22:30:00,62.43,54.72,37.53,29.816 -2020-09-19 22:45:00,64.15,53.43600000000001,37.53,29.816 -2020-09-19 23:00:00,60.71,50.88399999999999,30.97,29.816 -2020-09-19 23:15:00,60.35,48.526,30.97,29.816 -2020-09-19 23:30:00,59.11,48.121,30.97,29.816 -2020-09-19 23:45:00,56.8,46.816,30.97,29.816 -2020-09-20 00:00:00,55.45,39.763000000000005,27.24,29.816 -2020-09-20 00:15:00,55.34,38.111999999999995,27.24,29.816 -2020-09-20 00:30:00,53.87,37.93,27.24,29.816 -2020-09-20 00:45:00,54.21,37.898,27.24,29.816 -2020-09-20 01:00:00,52.57,38.174,25.662,29.816 -2020-09-20 01:15:00,53.16,37.672,25.662,29.816 -2020-09-20 01:30:00,53.67,36.552,25.662,29.816 -2020-09-20 01:45:00,54.29,36.016999999999996,25.662,29.816 -2020-09-20 02:00:00,51.96,36.338,25.67,29.816 -2020-09-20 02:15:00,53.19,35.809,25.67,29.816 -2020-09-20 02:30:00,53.0,36.524,25.67,29.816 -2020-09-20 02:45:00,53.05,37.319,25.67,29.816 -2020-09-20 03:00:00,52.73,39.335,24.258000000000003,29.816 -2020-09-20 03:15:00,53.33,38.053000000000004,24.258000000000003,29.816 -2020-09-20 03:30:00,52.77,37.523,24.258000000000003,29.816 -2020-09-20 03:45:00,53.76,39.198,24.258000000000003,29.816 -2020-09-20 04:00:00,54.65,44.95399999999999,25.051,29.816 -2020-09-20 04:15:00,54.55,50.015,25.051,29.816 -2020-09-20 04:30:00,55.06,48.416000000000004,25.051,29.816 -2020-09-20 04:45:00,55.46,48.582,25.051,29.816 -2020-09-20 05:00:00,56.45,58.891999999999996,25.145,29.816 -2020-09-20 05:15:00,57.48,63.419,25.145,29.816 -2020-09-20 05:30:00,58.07,58.583,25.145,29.816 -2020-09-20 05:45:00,58.21,56.698,25.145,29.816 -2020-09-20 06:00:00,59.41,68.219,26.371,29.816 -2020-09-20 06:15:00,60.9,80.828,26.371,29.816 -2020-09-20 06:30:00,62.42,74.55,26.371,29.816 -2020-09-20 06:45:00,64.42,70.22399999999999,26.371,29.816 -2020-09-20 07:00:00,66.46,68.428,28.756999999999998,29.816 -2020-09-20 07:15:00,67.42,68.416,28.756999999999998,29.816 -2020-09-20 07:30:00,69.0,68.42699999999999,28.756999999999998,29.816 -2020-09-20 07:45:00,71.83,70.008,28.756999999999998,29.816 -2020-09-20 08:00:00,72.34,69.197,32.82,29.816 -2020-09-20 08:15:00,74.03,72.319,32.82,29.816 -2020-09-20 08:30:00,74.41,72.318,32.82,29.816 -2020-09-20 08:45:00,74.79,74.168,32.82,29.816 -2020-09-20 09:00:00,76.91,69.527,35.534,29.816 -2020-09-20 09:15:00,76.22,69.52,35.534,29.816 -2020-09-20 09:30:00,78.51,70.729,35.534,29.816 -2020-09-20 09:45:00,78.9,71.635,35.534,29.816 -2020-09-20 10:00:00,78.27,70.111,35.925,29.816 -2020-09-20 10:15:00,84.18,70.676,35.925,29.816 -2020-09-20 10:30:00,87.27,70.625,35.925,29.816 -2020-09-20 10:45:00,86.96,70.958,35.925,29.816 -2020-09-20 11:00:00,84.99,69.303,37.056,29.816 -2020-09-20 11:15:00,85.58,69.262,37.056,29.816 -2020-09-20 11:30:00,85.55,69.827,37.056,29.816 -2020-09-20 11:45:00,82.98,69.359,37.056,29.816 -2020-09-20 12:00:00,78.15,67.827,33.124,29.816 -2020-09-20 12:15:00,79.24,67.391,33.124,29.816 -2020-09-20 12:30:00,78.19,66.303,33.124,29.816 -2020-09-20 12:45:00,78.17,65.979,33.124,29.816 -2020-09-20 13:00:00,77.34,65.316,29.874000000000002,29.816 -2020-09-20 13:15:00,74.05,65.38,29.874000000000002,29.816 -2020-09-20 13:30:00,74.77,64.042,29.874000000000002,29.816 -2020-09-20 13:45:00,77.63,63.398,29.874000000000002,29.816 -2020-09-20 14:00:00,79.84,64.18,27.302,29.816 -2020-09-20 14:15:00,80.59,63.778999999999996,27.302,29.816 -2020-09-20 14:30:00,80.69,62.596000000000004,27.302,29.816 -2020-09-20 14:45:00,79.0,62.066,27.302,29.816 -2020-09-20 15:00:00,76.77,62.028,27.642,29.816 -2020-09-20 15:15:00,78.69,60.915,27.642,29.816 -2020-09-20 15:30:00,79.78,60.31399999999999,27.642,29.816 -2020-09-20 15:45:00,80.99,59.467,27.642,29.816 -2020-09-20 16:00:00,82.95,60.283,31.945999999999998,29.816 -2020-09-20 16:15:00,83.28,59.808,31.945999999999998,29.816 -2020-09-20 16:30:00,84.6,61.248999999999995,31.945999999999998,29.816 -2020-09-20 16:45:00,89.69,58.915,31.945999999999998,29.816 -2020-09-20 17:00:00,94.49,60.631,40.387,29.816 -2020-09-20 17:15:00,95.66,61.602,40.387,29.816 -2020-09-20 17:30:00,95.71,61.797,40.387,29.816 -2020-09-20 17:45:00,97.43,62.872,40.387,29.816 -2020-09-20 18:00:00,98.66,64.33,44.575,29.816 -2020-09-20 18:15:00,95.42,65.113,44.575,29.816 -2020-09-20 18:30:00,96.3,64.515,44.575,29.816 -2020-09-20 18:45:00,92.61,65.957,44.575,29.816 -2020-09-20 19:00:00,91.79,67.405,45.623999999999995,29.816 -2020-09-20 19:15:00,93.46,65.542,45.623999999999995,29.816 -2020-09-20 19:30:00,95.78,65.34,45.623999999999995,29.816 -2020-09-20 19:45:00,94.24,65.939,45.623999999999995,29.816 -2020-09-20 20:00:00,87.59,65.218,44.583999999999996,29.816 -2020-09-20 20:15:00,90.25,64.521,44.583999999999996,29.816 -2020-09-20 20:30:00,92.85,62.952,44.583999999999996,29.816 -2020-09-20 20:45:00,92.59,61.67100000000001,44.583999999999996,29.816 -2020-09-20 21:00:00,85.14,59.825,39.732,29.816 -2020-09-20 21:15:00,82.41,61.951,39.732,29.816 -2020-09-20 21:30:00,79.04,60.927,39.732,29.816 -2020-09-20 21:45:00,80.63,60.081,39.732,29.816 -2020-09-20 22:00:00,78.14,60.426,38.571,29.816 -2020-09-20 22:15:00,79.55,58.713,38.571,29.816 -2020-09-20 22:30:00,75.33,55.406000000000006,38.571,29.816 -2020-09-20 22:45:00,75.99,52.976000000000006,38.571,29.816 -2020-09-20 23:00:00,74.75,49.496,33.121,29.816 -2020-09-20 23:15:00,77.14,48.525,33.121,29.816 -2020-09-20 23:30:00,75.39,47.949,33.121,29.816 -2020-09-20 23:45:00,71.17,46.997,33.121,29.816 -2020-09-21 00:00:00,63.72,42.257,32.506,29.93 -2020-09-21 00:15:00,71.94,41.973,32.506,29.93 -2020-09-21 00:30:00,71.02,41.553999999999995,32.506,29.93 -2020-09-21 00:45:00,73.89,41.096000000000004,32.506,29.93 -2020-09-21 01:00:00,68.98,41.651,31.121,29.93 -2020-09-21 01:15:00,69.62,41.038000000000004,31.121,29.93 -2020-09-21 01:30:00,73.22,40.213,31.121,29.93 -2020-09-21 01:45:00,73.73,39.638000000000005,31.121,29.93 -2020-09-21 02:00:00,72.86,40.29,29.605999999999998,29.93 -2020-09-21 02:15:00,70.41,39.441,29.605999999999998,29.93 -2020-09-21 02:30:00,75.57,40.343,29.605999999999998,29.93 -2020-09-21 02:45:00,75.89,40.859,29.605999999999998,29.93 -2020-09-21 03:00:00,73.84,43.576,28.124000000000002,29.93 -2020-09-21 03:15:00,72.28,43.278,28.124000000000002,29.93 -2020-09-21 03:30:00,78.86,43.173,28.124000000000002,29.93 -2020-09-21 03:45:00,81.91,44.346000000000004,28.124000000000002,29.93 -2020-09-21 04:00:00,83.6,53.56399999999999,29.743000000000002,29.93 -2020-09-21 04:15:00,81.79,61.896,29.743000000000002,29.93 -2020-09-21 04:30:00,85.13,60.549,29.743000000000002,29.93 -2020-09-21 04:45:00,90.52,61.034,29.743000000000002,29.93 -2020-09-21 05:00:00,99.97,80.40899999999999,36.191,29.93 -2020-09-21 05:15:00,106.86,97.719,36.191,29.93 -2020-09-21 05:30:00,113.92,91.788,36.191,29.93 -2020-09-21 05:45:00,121.46,86.161,36.191,29.93 -2020-09-21 06:00:00,123.22,85.652,55.277,29.93 -2020-09-21 06:15:00,121.57,87.79899999999999,55.277,29.93 -2020-09-21 06:30:00,121.97,86.494,55.277,29.93 -2020-09-21 06:45:00,124.18,88.302,55.277,29.93 -2020-09-21 07:00:00,126.05,87.74700000000001,65.697,29.93 -2020-09-21 07:15:00,123.56,89.73700000000001,65.697,29.93 -2020-09-21 07:30:00,119.15,88.95200000000001,65.697,29.93 -2020-09-21 07:45:00,121.25,90.06200000000001,65.697,29.93 -2020-09-21 08:00:00,122.84,86.54299999999999,57.028,29.93 -2020-09-21 08:15:00,123.58,88.176,57.028,29.93 -2020-09-21 08:30:00,124.68,86.37299999999999,57.028,29.93 -2020-09-21 08:45:00,123.86,87.43,57.028,29.93 -2020-09-21 09:00:00,122.73,81.84100000000001,52.633,29.93 -2020-09-21 09:15:00,122.01,79.57300000000001,52.633,29.93 -2020-09-21 09:30:00,121.3,79.82,52.633,29.93 -2020-09-21 09:45:00,123.09,79.15100000000001,52.633,29.93 -2020-09-21 10:00:00,127.26,77.78,50.647,29.93 -2020-09-21 10:15:00,126.28,78.107,50.647,29.93 -2020-09-21 10:30:00,120.76,77.462,50.647,29.93 -2020-09-21 10:45:00,121.89,76.899,50.647,29.93 -2020-09-21 11:00:00,118.55,74.681,50.245,29.93 -2020-09-21 11:15:00,120.27,75.36399999999999,50.245,29.93 -2020-09-21 11:30:00,121.52,76.82600000000001,50.245,29.93 -2020-09-21 11:45:00,118.95,76.563,50.245,29.93 -2020-09-21 12:00:00,109.74,74.55,46.956,29.93 -2020-09-21 12:15:00,113.88,74.17699999999999,46.956,29.93 -2020-09-21 12:30:00,105.64,72.477,46.956,29.93 -2020-09-21 12:45:00,114.96,72.624,46.956,29.93 -2020-09-21 13:00:00,114.37,72.619,47.383,29.93 -2020-09-21 13:15:00,107.54,71.649,47.383,29.93 -2020-09-21 13:30:00,102.4,70.263,47.383,29.93 -2020-09-21 13:45:00,107.14,70.24600000000001,47.383,29.93 -2020-09-21 14:00:00,122.16,70.2,47.1,29.93 -2020-09-21 14:15:00,123.25,70.017,47.1,29.93 -2020-09-21 14:30:00,111.73,68.586,47.1,29.93 -2020-09-21 14:45:00,113.21,69.455,47.1,29.93 -2020-09-21 15:00:00,114.42,69.688,49.355,29.93 -2020-09-21 15:15:00,113.68,67.744,49.355,29.93 -2020-09-21 15:30:00,115.25,67.443,49.355,29.93 -2020-09-21 15:45:00,112.83,66.139,49.355,29.93 -2020-09-21 16:00:00,116.9,67.553,52.14,29.93 -2020-09-21 16:15:00,113.27,66.914,52.14,29.93 -2020-09-21 16:30:00,113.73,67.6,52.14,29.93 -2020-09-21 16:45:00,116.11,64.986,52.14,29.93 -2020-09-21 17:00:00,119.45,65.829,58.705,29.93 -2020-09-21 17:15:00,118.12,66.80199999999999,58.705,29.93 -2020-09-21 17:30:00,117.64,66.57,58.705,29.93 -2020-09-21 17:45:00,115.33,66.952,58.705,29.93 -2020-09-21 18:00:00,117.55,67.64,59.153,29.93 -2020-09-21 18:15:00,117.76,66.494,59.153,29.93 -2020-09-21 18:30:00,118.86,65.55,59.153,29.93 -2020-09-21 18:45:00,118.16,69.444,59.153,29.93 -2020-09-21 19:00:00,113.92,70.17,61.483000000000004,29.93 -2020-09-21 19:15:00,109.99,68.964,61.483000000000004,29.93 -2020-09-21 19:30:00,107.98,68.619,61.483000000000004,29.93 -2020-09-21 19:45:00,105.49,68.542,61.483000000000004,29.93 -2020-09-21 20:00:00,105.98,66.316,67.55,29.93 -2020-09-21 20:15:00,107.86,65.946,67.55,29.93 -2020-09-21 20:30:00,105.11,64.217,67.55,29.93 -2020-09-21 20:45:00,95.78,63.5,67.55,29.93 -2020-09-21 21:00:00,94.14,61.354,60.026,29.93 -2020-09-21 21:15:00,93.33,63.472,60.026,29.93 -2020-09-21 21:30:00,94.41,62.532,60.026,29.93 -2020-09-21 21:45:00,94.3,61.356,60.026,29.93 -2020-09-21 22:00:00,89.01,59.428000000000004,52.736999999999995,29.93 -2020-09-21 22:15:00,84.04,58.778999999999996,52.736999999999995,29.93 -2020-09-21 22:30:00,83.53,49.756,52.736999999999995,29.93 -2020-09-21 22:45:00,85.82,46.015,52.736999999999995,29.93 -2020-09-21 23:00:00,83.32,42.842,44.408,29.93 -2020-09-21 23:15:00,76.73,41.349,44.408,29.93 -2020-09-21 23:30:00,74.23,41.486000000000004,44.408,29.93 -2020-09-21 23:45:00,81.41,40.847,44.408,29.93 -2020-09-22 00:00:00,79.25,40.692,44.438,29.93 -2020-09-22 00:15:00,79.02,41.415,44.438,29.93 -2020-09-22 00:30:00,71.81,41.271,44.438,29.93 -2020-09-22 00:45:00,70.35,41.129,44.438,29.93 -2020-09-22 01:00:00,78.04,41.229,41.468999999999994,29.93 -2020-09-22 01:15:00,79.59,40.599000000000004,41.468999999999994,29.93 -2020-09-22 01:30:00,77.85,39.745,41.468999999999994,29.93 -2020-09-22 01:45:00,74.14,38.878,41.468999999999994,29.93 -2020-09-22 02:00:00,76.1,39.185,39.708,29.93 -2020-09-22 02:15:00,78.9,39.167,39.708,29.93 -2020-09-22 02:30:00,78.9,39.602,39.708,29.93 -2020-09-22 02:45:00,74.95,40.354,39.708,29.93 -2020-09-22 03:00:00,72.1,42.326,38.919000000000004,29.93 -2020-09-22 03:15:00,77.33,42.497,38.919000000000004,29.93 -2020-09-22 03:30:00,75.89,42.504,38.919000000000004,29.93 -2020-09-22 03:45:00,80.08,42.905,38.919000000000004,29.93 -2020-09-22 04:00:00,83.28,51.184,40.092,29.93 -2020-09-22 04:15:00,83.18,59.461999999999996,40.092,29.93 -2020-09-22 04:30:00,88.24,57.948,40.092,29.93 -2020-09-22 04:45:00,92.26,59.123999999999995,40.092,29.93 -2020-09-22 05:00:00,101.36,81.043,43.713,29.93 -2020-09-22 05:15:00,112.59,98.867,43.713,29.93 -2020-09-22 05:30:00,117.29,92.676,43.713,29.93 -2020-09-22 05:45:00,118.66,86.45299999999999,43.713,29.93 -2020-09-22 06:00:00,117.1,86.402,56.033,29.93 -2020-09-22 06:15:00,118.12,89.12799999999999,56.033,29.93 -2020-09-22 06:30:00,117.39,87.425,56.033,29.93 -2020-09-22 06:45:00,118.72,88.47200000000001,56.033,29.93 -2020-09-22 07:00:00,120.28,87.978,66.003,29.93 -2020-09-22 07:15:00,118.56,89.75299999999999,66.003,29.93 -2020-09-22 07:30:00,117.78,88.869,66.003,29.93 -2020-09-22 07:45:00,117.36,89.32600000000001,66.003,29.93 -2020-09-22 08:00:00,115.63,85.794,57.474,29.93 -2020-09-22 08:15:00,115.97,86.789,57.474,29.93 -2020-09-22 08:30:00,116.15,85.074,57.474,29.93 -2020-09-22 08:45:00,116.14,85.37,57.474,29.93 -2020-09-22 09:00:00,113.46,79.796,51.928000000000004,29.93 -2020-09-22 09:15:00,114.86,77.87100000000001,51.928000000000004,29.93 -2020-09-22 09:30:00,116.65,78.78399999999999,51.928000000000004,29.93 -2020-09-22 09:45:00,117.21,78.98100000000001,51.928000000000004,29.93 -2020-09-22 10:00:00,116.31,76.461,49.46,29.93 -2020-09-22 10:15:00,112.61,76.334,49.46,29.93 -2020-09-22 10:30:00,112.62,75.747,49.46,29.93 -2020-09-22 10:45:00,113.46,75.955,49.46,29.93 -2020-09-22 11:00:00,111.98,74.19800000000001,48.206,29.93 -2020-09-22 11:15:00,107.81,75.045,48.206,29.93 -2020-09-22 11:30:00,113.38,75.354,48.206,29.93 -2020-09-22 11:45:00,106.2,74.97399999999999,48.206,29.93 -2020-09-22 12:00:00,105.03,72.382,46.285,29.93 -2020-09-22 12:15:00,104.5,72.095,46.285,29.93 -2020-09-22 12:30:00,103.2,71.24,46.285,29.93 -2020-09-22 12:45:00,99.21,71.758,46.285,29.93 -2020-09-22 13:00:00,102.59,71.366,46.861999999999995,29.93 -2020-09-22 13:15:00,108.02,71.529,46.861999999999995,29.93 -2020-09-22 13:30:00,103.9,70.479,46.861999999999995,29.93 -2020-09-22 13:45:00,102.03,69.86,46.861999999999995,29.93 -2020-09-22 14:00:00,106.58,70.15899999999999,46.488,29.93 -2020-09-22 14:15:00,105.28,69.903,46.488,29.93 -2020-09-22 14:30:00,101.09,68.925,46.488,29.93 -2020-09-22 14:45:00,102.61,69.22399999999999,46.488,29.93 -2020-09-22 15:00:00,105.33,69.167,48.442,29.93 -2020-09-22 15:15:00,104.23,67.98,48.442,29.93 -2020-09-22 15:30:00,103.53,67.63600000000001,48.442,29.93 -2020-09-22 15:45:00,105.75,66.461,48.442,29.93 -2020-09-22 16:00:00,108.11,67.479,50.397,29.93 -2020-09-22 16:15:00,108.64,67.058,50.397,29.93 -2020-09-22 16:30:00,110.45,67.669,50.397,29.93 -2020-09-22 16:45:00,113.26,65.699,50.397,29.93 -2020-09-22 17:00:00,114.67,66.813,56.668,29.93 -2020-09-22 17:15:00,114.65,68.11,56.668,29.93 -2020-09-22 17:30:00,116.47,67.773,56.668,29.93 -2020-09-22 17:45:00,117.39,67.911,56.668,29.93 -2020-09-22 18:00:00,121.5,67.854,57.957,29.93 -2020-09-22 18:15:00,119.7,67.63600000000001,57.957,29.93 -2020-09-22 18:30:00,121.25,66.432,57.957,29.93 -2020-09-22 18:45:00,119.41,70.4,57.957,29.93 -2020-09-22 19:00:00,117.27,70.289,57.056000000000004,29.93 -2020-09-22 19:15:00,114.03,69.138,57.056000000000004,29.93 -2020-09-22 19:30:00,113.68,68.457,57.056000000000004,29.93 -2020-09-22 19:45:00,108.16,68.626,57.056000000000004,29.93 -2020-09-22 20:00:00,106.04,66.758,64.156,29.93 -2020-09-22 20:15:00,110.06,65.166,64.156,29.93 -2020-09-22 20:30:00,108.07,63.717,64.156,29.93 -2020-09-22 20:45:00,100.9,63.108999999999995,64.156,29.93 -2020-09-22 21:00:00,93.55,61.407,56.507,29.93 -2020-09-22 21:15:00,93.78,62.69,56.507,29.93 -2020-09-22 21:30:00,90.09,61.68899999999999,56.507,29.93 -2020-09-22 21:45:00,92.81,60.684,56.507,29.93 -2020-09-22 22:00:00,88.4,59.316,50.728,29.93 -2020-09-22 22:15:00,90.76,58.328,50.728,29.93 -2020-09-22 22:30:00,83.74,49.538000000000004,50.728,29.93 -2020-09-22 22:45:00,79.35,45.873000000000005,50.728,29.93 -2020-09-22 23:00:00,73.73,42.176,43.556999999999995,29.93 -2020-09-22 23:15:00,74.31,41.556999999999995,43.556999999999995,29.93 -2020-09-22 23:30:00,72.56,41.6,43.556999999999995,29.93 -2020-09-22 23:45:00,73.7,40.976000000000006,43.556999999999995,29.93 -2020-09-23 00:00:00,74.14,40.966,41.151,29.93 -2020-09-23 00:15:00,80.43,41.68600000000001,41.151,29.93 -2020-09-23 00:30:00,80.03,41.549,41.151,29.93 -2020-09-23 00:45:00,79.17,41.41,41.151,29.93 -2020-09-23 01:00:00,72.52,41.504,37.763000000000005,29.93 -2020-09-23 01:15:00,76.54,40.896,37.763000000000005,29.93 -2020-09-23 01:30:00,79.93,40.059,37.763000000000005,29.93 -2020-09-23 01:45:00,81.24,39.193000000000005,37.763000000000005,29.93 -2020-09-23 02:00:00,78.02,39.505,35.615,29.93 -2020-09-23 02:15:00,77.07,39.507,35.615,29.93 -2020-09-23 02:30:00,81.33,39.919000000000004,35.615,29.93 -2020-09-23 02:45:00,81.34,40.667,35.615,29.93 -2020-09-23 03:00:00,77.9,42.626000000000005,35.153,29.93 -2020-09-23 03:15:00,76.25,42.815,35.153,29.93 -2020-09-23 03:30:00,84.12,42.827,35.153,29.93 -2020-09-23 03:45:00,87.89,43.21,35.153,29.93 -2020-09-23 04:00:00,91.84,51.525,36.203,29.93 -2020-09-23 04:15:00,87.47,59.836999999999996,36.203,29.93 -2020-09-23 04:30:00,95.22,58.328,36.203,29.93 -2020-09-23 04:45:00,101.67,59.511,36.203,29.93 -2020-09-23 05:00:00,111.18,81.527,39.922,29.93 -2020-09-23 05:15:00,112.35,99.454,39.922,29.93 -2020-09-23 05:30:00,111.69,93.244,39.922,29.93 -2020-09-23 05:45:00,116.38,86.97,39.922,29.93 -2020-09-23 06:00:00,119.88,86.88600000000001,56.443999999999996,29.93 -2020-09-23 06:15:00,119.76,89.635,56.443999999999996,29.93 -2020-09-23 06:30:00,120.0,87.935,56.443999999999996,29.93 -2020-09-23 06:45:00,121.7,88.979,56.443999999999996,29.93 -2020-09-23 07:00:00,124.88,88.484,68.683,29.93 -2020-09-23 07:15:00,120.09,90.274,68.683,29.93 -2020-09-23 07:30:00,121.21,89.425,68.683,29.93 -2020-09-23 07:45:00,123.12,89.883,68.683,29.93 -2020-09-23 08:00:00,116.84,86.35799999999999,59.003,29.93 -2020-09-23 08:15:00,115.12,87.31700000000001,59.003,29.93 -2020-09-23 08:30:00,115.48,85.62,59.003,29.93 -2020-09-23 08:45:00,115.51,85.897,59.003,29.93 -2020-09-23 09:00:00,114.02,80.328,56.21,29.93 -2020-09-23 09:15:00,114.6,78.39399999999999,56.21,29.93 -2020-09-23 09:30:00,110.5,79.286,56.21,29.93 -2020-09-23 09:45:00,108.97,79.453,56.21,29.93 -2020-09-23 10:00:00,108.11,76.928,52.358999999999995,29.93 -2020-09-23 10:15:00,109.82,76.764,52.358999999999995,29.93 -2020-09-23 10:30:00,110.15,76.161,52.358999999999995,29.93 -2020-09-23 10:45:00,105.93,76.354,52.358999999999995,29.93 -2020-09-23 11:00:00,105.59,74.609,51.161,29.93 -2020-09-23 11:15:00,106.75,75.438,51.161,29.93 -2020-09-23 11:30:00,104.38,75.747,51.161,29.93 -2020-09-23 11:45:00,103.61,75.348,51.161,29.93 -2020-09-23 12:00:00,100.04,72.733,49.119,29.93 -2020-09-23 12:15:00,106.82,72.434,49.119,29.93 -2020-09-23 12:30:00,109.78,71.612,49.119,29.93 -2020-09-23 12:45:00,102.31,72.122,49.119,29.93 -2020-09-23 13:00:00,103.09,71.70100000000001,49.187,29.93 -2020-09-23 13:15:00,103.29,71.862,49.187,29.93 -2020-09-23 13:30:00,102.62,70.81,49.187,29.93 -2020-09-23 13:45:00,105.34,70.196,49.187,29.93 -2020-09-23 14:00:00,107.99,70.447,49.787,29.93 -2020-09-23 14:15:00,105.73,70.204,49.787,29.93 -2020-09-23 14:30:00,107.7,69.259,49.787,29.93 -2020-09-23 14:45:00,109.29,69.555,49.787,29.93 -2020-09-23 15:00:00,108.43,69.45100000000001,51.458999999999996,29.93 -2020-09-23 15:15:00,104.72,68.285,51.458999999999996,29.93 -2020-09-23 15:30:00,107.19,67.971,51.458999999999996,29.93 -2020-09-23 15:45:00,107.85,66.812,51.458999999999996,29.93 -2020-09-23 16:00:00,109.45,67.789,53.663000000000004,29.93 -2020-09-23 16:15:00,108.62,67.385,53.663000000000004,29.93 -2020-09-23 16:30:00,110.5,67.992,53.663000000000004,29.93 -2020-09-23 16:45:00,113.22,66.078,53.663000000000004,29.93 -2020-09-23 17:00:00,116.47,67.153,58.183,29.93 -2020-09-23 17:15:00,114.39,68.475,58.183,29.93 -2020-09-23 17:30:00,116.38,68.142,58.183,29.93 -2020-09-23 17:45:00,117.99,68.31,58.183,29.93 -2020-09-23 18:00:00,119.46,68.234,60.141000000000005,29.93 -2020-09-23 18:15:00,119.27,68.014,60.141000000000005,29.93 -2020-09-23 18:30:00,119.58,66.82,60.141000000000005,29.93 -2020-09-23 18:45:00,119.51,70.78399999999999,60.141000000000005,29.93 -2020-09-23 19:00:00,115.57,70.683,60.582,29.93 -2020-09-23 19:15:00,111.65,69.531,60.582,29.93 -2020-09-23 19:30:00,110.06,68.845,60.582,29.93 -2020-09-23 19:45:00,107.79,69.005,60.582,29.93 -2020-09-23 20:00:00,103.36,67.161,66.61,29.93 -2020-09-23 20:15:00,99.89,65.566,66.61,29.93 -2020-09-23 20:30:00,99.32,64.09,66.61,29.93 -2020-09-23 20:45:00,101.02,63.443000000000005,66.61,29.93 -2020-09-23 21:00:00,98.0,61.744,57.658,29.93 -2020-09-23 21:15:00,99.6,63.016999999999996,57.658,29.93 -2020-09-23 21:30:00,86.71,62.025,57.658,29.93 -2020-09-23 21:45:00,90.43,60.985,57.658,29.93 -2020-09-23 22:00:00,84.37,59.597,51.81,29.93 -2020-09-23 22:15:00,91.09,58.586000000000006,51.81,29.93 -2020-09-23 22:30:00,88.12,49.79,51.81,29.93 -2020-09-23 22:45:00,83.92,46.13,51.81,29.93 -2020-09-23 23:00:00,76.12,42.474,42.93600000000001,29.93 -2020-09-23 23:15:00,75.88,41.823,42.93600000000001,29.93 -2020-09-23 23:30:00,79.32,41.87,42.93600000000001,29.93 -2020-09-23 23:45:00,82.59,41.246,42.93600000000001,29.93 -2020-09-24 00:00:00,79.44,41.243,39.211,29.93 -2020-09-24 00:15:00,76.44,41.958999999999996,39.211,29.93 -2020-09-24 00:30:00,75.48,41.83,39.211,29.93 -2020-09-24 00:45:00,79.62,41.693999999999996,39.211,29.93 -2020-09-24 01:00:00,76.77,41.78,37.607,29.93 -2020-09-24 01:15:00,80.51,41.193000000000005,37.607,29.93 -2020-09-24 01:30:00,72.87,40.375,37.607,29.93 -2020-09-24 01:45:00,79.28,39.509,37.607,29.93 -2020-09-24 02:00:00,78.34,39.827,36.44,29.93 -2020-09-24 02:15:00,78.78,39.849000000000004,36.44,29.93 -2020-09-24 02:30:00,74.7,40.239000000000004,36.44,29.93 -2020-09-24 02:45:00,82.77,40.981,36.44,29.93 -2020-09-24 03:00:00,81.53,42.928000000000004,36.116,29.93 -2020-09-24 03:15:00,79.01,43.135,36.116,29.93 -2020-09-24 03:30:00,78.21,43.151,36.116,29.93 -2020-09-24 03:45:00,82.11,43.516999999999996,36.116,29.93 -2020-09-24 04:00:00,87.36,51.869,37.398,29.93 -2020-09-24 04:15:00,93.6,60.213,37.398,29.93 -2020-09-24 04:30:00,97.83,58.708999999999996,37.398,29.93 -2020-09-24 04:45:00,99.6,59.9,37.398,29.93 -2020-09-24 05:00:00,109.7,82.016,41.776,29.93 -2020-09-24 05:15:00,108.24,100.046,41.776,29.93 -2020-09-24 05:30:00,110.1,93.816,41.776,29.93 -2020-09-24 05:45:00,112.5,87.49,41.776,29.93 -2020-09-24 06:00:00,118.92,87.375,55.61,29.93 -2020-09-24 06:15:00,120.61,90.146,55.61,29.93 -2020-09-24 06:30:00,123.08,88.449,55.61,29.93 -2020-09-24 06:45:00,124.17,89.49,55.61,29.93 -2020-09-24 07:00:00,126.37,88.994,67.13600000000001,29.93 -2020-09-24 07:15:00,125.34,90.79899999999999,67.13600000000001,29.93 -2020-09-24 07:30:00,127.26,89.985,67.13600000000001,29.93 -2020-09-24 07:45:00,127.08,90.443,67.13600000000001,29.93 -2020-09-24 08:00:00,125.35,86.925,57.55,29.93 -2020-09-24 08:15:00,126.55,87.84899999999999,57.55,29.93 -2020-09-24 08:30:00,129.1,86.16799999999999,57.55,29.93 -2020-09-24 08:45:00,130.06,86.425,57.55,29.93 -2020-09-24 09:00:00,128.57,80.861,52.931999999999995,29.93 -2020-09-24 09:15:00,126.84,78.918,52.931999999999995,29.93 -2020-09-24 09:30:00,123.67,79.79,52.931999999999995,29.93 -2020-09-24 09:45:00,127.27,79.92699999999999,52.931999999999995,29.93 -2020-09-24 10:00:00,125.65,77.398,50.36600000000001,29.93 -2020-09-24 10:15:00,124.59,77.194,50.36600000000001,29.93 -2020-09-24 10:30:00,120.94,76.577,50.36600000000001,29.93 -2020-09-24 10:45:00,116.89,76.75399999999999,50.36600000000001,29.93 -2020-09-24 11:00:00,110.52,75.02,47.893,29.93 -2020-09-24 11:15:00,109.17,75.833,47.893,29.93 -2020-09-24 11:30:00,110.97,76.141,47.893,29.93 -2020-09-24 11:45:00,106.21,75.725,47.893,29.93 -2020-09-24 12:00:00,102.53,73.084,45.271,29.93 -2020-09-24 12:15:00,102.03,72.77199999999999,45.271,29.93 -2020-09-24 12:30:00,99.75,71.986,45.271,29.93 -2020-09-24 12:45:00,99.48,72.488,45.271,29.93 -2020-09-24 13:00:00,98.27,72.03699999999999,44.351000000000006,29.93 -2020-09-24 13:15:00,99.53,72.196,44.351000000000006,29.93 -2020-09-24 13:30:00,100.61,71.143,44.351000000000006,29.93 -2020-09-24 13:45:00,102.58,70.532,44.351000000000006,29.93 -2020-09-24 14:00:00,103.51,70.735,44.99,29.93 -2020-09-24 14:15:00,103.08,70.508,44.99,29.93 -2020-09-24 14:30:00,101.16,69.596,44.99,29.93 -2020-09-24 14:45:00,101.81,69.888,44.99,29.93 -2020-09-24 15:00:00,101.94,69.737,46.869,29.93 -2020-09-24 15:15:00,103.21,68.59,46.869,29.93 -2020-09-24 15:30:00,103.97,68.308,46.869,29.93 -2020-09-24 15:45:00,104.84,67.164,46.869,29.93 -2020-09-24 16:00:00,108.09,68.101,48.902,29.93 -2020-09-24 16:15:00,109.23,67.714,48.902,29.93 -2020-09-24 16:30:00,110.09,68.317,48.902,29.93 -2020-09-24 16:45:00,113.09,66.46,48.902,29.93 -2020-09-24 17:00:00,116.14,67.495,53.244,29.93 -2020-09-24 17:15:00,116.08,68.84100000000001,53.244,29.93 -2020-09-24 17:30:00,117.28,68.513,53.244,29.93 -2020-09-24 17:45:00,116.1,68.711,53.244,29.93 -2020-09-24 18:00:00,120.4,68.615,54.343999999999994,29.93 -2020-09-24 18:15:00,120.5,68.393,54.343999999999994,29.93 -2020-09-24 18:30:00,123.4,67.212,54.343999999999994,29.93 -2020-09-24 18:45:00,118.83,71.17,54.343999999999994,29.93 -2020-09-24 19:00:00,115.06,71.08,54.332,29.93 -2020-09-24 19:15:00,112.24,69.925,54.332,29.93 -2020-09-24 19:30:00,114.88,69.235,54.332,29.93 -2020-09-24 19:45:00,110.88,69.387,54.332,29.93 -2020-09-24 20:00:00,107.62,67.565,58.06,29.93 -2020-09-24 20:15:00,108.78,65.968,58.06,29.93 -2020-09-24 20:30:00,104.84,64.46600000000001,58.06,29.93 -2020-09-24 20:45:00,96.86,63.781000000000006,58.06,29.93 -2020-09-24 21:00:00,94.23,62.083999999999996,52.411,29.93 -2020-09-24 21:15:00,89.92,63.346000000000004,52.411,29.93 -2020-09-24 21:30:00,87.79,62.361000000000004,52.411,29.93 -2020-09-24 21:45:00,89.98,61.287,52.411,29.93 -2020-09-24 22:00:00,88.04,59.88,47.148999999999994,29.93 -2020-09-24 22:15:00,89.31,58.845,47.148999999999994,29.93 -2020-09-24 22:30:00,80.71,50.044,47.148999999999994,29.93 -2020-09-24 22:45:00,79.84,46.388000000000005,47.148999999999994,29.93 -2020-09-24 23:00:00,71.75,42.773,40.814,29.93 -2020-09-24 23:15:00,77.77,42.091,40.814,29.93 -2020-09-24 23:30:00,81.26,42.141000000000005,40.814,29.93 -2020-09-24 23:45:00,80.31,41.516999999999996,40.814,29.93 -2020-09-25 00:00:00,74.0,39.914,39.153,29.93 -2020-09-25 00:15:00,72.28,40.838,39.153,29.93 -2020-09-25 00:30:00,77.46,40.879,39.153,29.93 -2020-09-25 00:45:00,78.16,41.085,39.153,29.93 -2020-09-25 01:00:00,76.04,40.797,37.228,29.93 -2020-09-25 01:15:00,73.4,40.051,37.228,29.93 -2020-09-25 01:30:00,76.94,39.709,37.228,29.93 -2020-09-25 01:45:00,79.03,38.69,37.228,29.93 -2020-09-25 02:00:00,75.49,39.719,35.851,29.93 -2020-09-25 02:15:00,75.88,39.689,35.851,29.93 -2020-09-25 02:30:00,78.09,40.806,35.851,29.93 -2020-09-25 02:45:00,74.34,41.058,35.851,29.93 -2020-09-25 03:00:00,73.16,43.275,36.54,29.93 -2020-09-25 03:15:00,77.62,42.89,36.54,29.93 -2020-09-25 03:30:00,83.89,42.731,36.54,29.93 -2020-09-25 03:45:00,88.6,43.809,36.54,29.93 -2020-09-25 04:00:00,88.15,52.363,37.578,29.93 -2020-09-25 04:15:00,90.7,59.54,37.578,29.93 -2020-09-25 04:30:00,93.93,58.795,37.578,29.93 -2020-09-25 04:45:00,97.88,59.202,37.578,29.93 -2020-09-25 05:00:00,100.27,80.708,40.387,29.93 -2020-09-25 05:15:00,109.18,99.95299999999999,40.387,29.93 -2020-09-25 05:30:00,109.6,94.13,40.387,29.93 -2020-09-25 05:45:00,110.57,87.402,40.387,29.93 -2020-09-25 06:00:00,115.32,87.54799999999999,54.668,29.93 -2020-09-25 06:15:00,115.66,90.071,54.668,29.93 -2020-09-25 06:30:00,118.26,88.10700000000001,54.668,29.93 -2020-09-25 06:45:00,117.52,89.484,54.668,29.93 -2020-09-25 07:00:00,120.63,89.242,63.971000000000004,29.93 -2020-09-25 07:15:00,121.05,92.009,63.971000000000004,29.93 -2020-09-25 07:30:00,117.32,89.76299999999999,63.971000000000004,29.93 -2020-09-25 07:45:00,117.02,89.816,63.971000000000004,29.93 -2020-09-25 08:00:00,113.23,86.553,56.042,29.93 -2020-09-25 08:15:00,112.83,87.81,56.042,29.93 -2020-09-25 08:30:00,112.79,86.36,56.042,29.93 -2020-09-25 08:45:00,114.62,86.03399999999999,56.042,29.93 -2020-09-25 09:00:00,110.41,78.957,52.832,29.93 -2020-09-25 09:15:00,113.15,78.538,52.832,29.93 -2020-09-25 09:30:00,115.51,78.775,52.832,29.93 -2020-09-25 09:45:00,121.32,79.123,52.832,29.93 -2020-09-25 10:00:00,122.11,76.09899999999999,50.044,29.93 -2020-09-25 10:15:00,119.95,75.921,50.044,29.93 -2020-09-25 10:30:00,119.89,75.65,50.044,29.93 -2020-09-25 10:45:00,123.44,75.60600000000001,50.044,29.93 -2020-09-25 11:00:00,126.14,74.045,49.06100000000001,29.93 -2020-09-25 11:15:00,126.84,73.806,49.06100000000001,29.93 -2020-09-25 11:30:00,127.73,74.418,49.06100000000001,29.93 -2020-09-25 11:45:00,125.85,73.337,49.06100000000001,29.93 -2020-09-25 12:00:00,124.09,71.339,45.595,29.93 -2020-09-25 12:15:00,125.3,69.887,45.595,29.93 -2020-09-25 12:30:00,123.99,69.266,45.595,29.93 -2020-09-25 12:45:00,122.75,69.4,45.595,29.93 -2020-09-25 13:00:00,119.15,69.617,43.218,29.93 -2020-09-25 13:15:00,119.21,70.164,43.218,29.93 -2020-09-25 13:30:00,117.01,69.656,43.218,29.93 -2020-09-25 13:45:00,117.78,69.24,43.218,29.93 -2020-09-25 14:00:00,116.77,68.476,41.926,29.93 -2020-09-25 14:15:00,115.25,68.501,41.926,29.93 -2020-09-25 14:30:00,113.74,68.818,41.926,29.93 -2020-09-25 14:45:00,110.79,68.735,41.926,29.93 -2020-09-25 15:00:00,110.83,68.325,43.79,29.93 -2020-09-25 15:15:00,108.35,66.892,43.79,29.93 -2020-09-25 15:30:00,109.43,65.762,43.79,29.93 -2020-09-25 15:45:00,113.35,65.20100000000001,43.79,29.93 -2020-09-25 16:00:00,112.61,65.172,45.895,29.93 -2020-09-25 16:15:00,111.78,65.234,45.895,29.93 -2020-09-25 16:30:00,114.66,65.737,45.895,29.93 -2020-09-25 16:45:00,114.16,63.353,45.895,29.93 -2020-09-25 17:00:00,116.51,65.618,51.36,29.93 -2020-09-25 17:15:00,117.46,66.74,51.36,29.93 -2020-09-25 17:30:00,116.53,66.434,51.36,29.93 -2020-09-25 17:45:00,119.69,66.47399999999999,51.36,29.93 -2020-09-25 18:00:00,124.62,66.657,52.985,29.93 -2020-09-25 18:15:00,119.12,65.642,52.985,29.93 -2020-09-25 18:30:00,119.12,64.514,52.985,29.93 -2020-09-25 18:45:00,114.05,68.764,52.985,29.93 -2020-09-25 19:00:00,110.75,69.617,52.602,29.93 -2020-09-25 19:15:00,109.43,69.267,52.602,29.93 -2020-09-25 19:30:00,107.76,68.505,52.602,29.93 -2020-09-25 19:45:00,104.87,67.777,52.602,29.93 -2020-09-25 20:00:00,100.97,65.862,58.063,29.93 -2020-09-25 20:15:00,102.74,64.84,58.063,29.93 -2020-09-25 20:30:00,100.5,62.946999999999996,58.063,29.93 -2020-09-25 20:45:00,93.97,61.794,58.063,29.93 -2020-09-25 21:00:00,88.38,61.198,50.135,29.93 -2020-09-25 21:15:00,87.81,63.786,50.135,29.93 -2020-09-25 21:30:00,85.24,62.715,50.135,29.93 -2020-09-25 21:45:00,86.18,61.906000000000006,50.135,29.93 -2020-09-25 22:00:00,83.96,60.652,45.165,29.93 -2020-09-25 22:15:00,79.17,59.376000000000005,45.165,29.93 -2020-09-25 22:30:00,75.1,55.809,45.165,29.93 -2020-09-25 22:45:00,77.09,53.768,45.165,29.93 -2020-09-25 23:00:00,79.16,51.29600000000001,39.121,29.93 -2020-09-25 23:15:00,75.29,48.898,39.121,29.93 -2020-09-25 23:30:00,70.25,47.217,39.121,29.93 -2020-09-25 23:45:00,67.44,46.32,39.121,29.93 -2020-09-26 00:00:00,64.11,40.303000000000004,38.49,29.816 -2020-09-26 00:15:00,64.22,39.549,38.49,29.816 -2020-09-26 00:30:00,71.12,39.624,38.49,29.816 -2020-09-26 00:45:00,71.01,39.498000000000005,38.49,29.816 -2020-09-26 01:00:00,69.95,39.577,34.5,29.816 -2020-09-26 01:15:00,63.99,39.008,34.5,29.816 -2020-09-26 01:30:00,69.4,37.955,34.5,29.816 -2020-09-26 01:45:00,69.93,37.782,34.5,29.816 -2020-09-26 02:00:00,68.96,38.286,32.236,29.816 -2020-09-26 02:15:00,64.21,37.6,32.236,29.816 -2020-09-26 02:30:00,68.74,37.809,32.236,29.816 -2020-09-26 02:45:00,67.86,38.655,32.236,29.816 -2020-09-26 03:00:00,62.1,40.036,32.067,29.816 -2020-09-26 03:15:00,61.48,38.824,32.067,29.816 -2020-09-26 03:30:00,62.24,38.464,32.067,29.816 -2020-09-26 03:45:00,62.77,40.629,32.067,29.816 -2020-09-26 04:00:00,63.44,46.69,33.071,29.816 -2020-09-26 04:15:00,63.08,52.544,33.071,29.816 -2020-09-26 04:30:00,63.34,49.988,33.071,29.816 -2020-09-26 04:45:00,65.2,50.463,33.071,29.816 -2020-09-26 05:00:00,67.69,62.15,33.014,29.816 -2020-09-26 05:15:00,69.25,68.483,33.014,29.816 -2020-09-26 05:30:00,71.19,63.869,33.014,29.816 -2020-09-26 05:45:00,70.98,61.817,33.014,29.816 -2020-09-26 06:00:00,72.82,74.937,34.628,29.816 -2020-09-26 06:15:00,73.93,87.507,34.628,29.816 -2020-09-26 06:30:00,75.0,82.045,34.628,29.816 -2020-09-26 06:45:00,77.15,78.709,34.628,29.816 -2020-09-26 07:00:00,78.72,76.085,38.871,29.816 -2020-09-26 07:15:00,78.7,77.581,38.871,29.816 -2020-09-26 07:30:00,79.43,77.208,38.871,29.816 -2020-09-26 07:45:00,81.14,79.021,38.871,29.816 -2020-09-26 08:00:00,82.04,77.229,43.293,29.816 -2020-09-26 08:15:00,81.29,79.325,43.293,29.816 -2020-09-26 08:30:00,79.31,78.339,43.293,29.816 -2020-09-26 08:45:00,78.64,79.563,43.293,29.816 -2020-09-26 09:00:00,77.73,75.152,44.559,29.816 -2020-09-26 09:15:00,77.3,75.286,44.559,29.816 -2020-09-26 09:30:00,76.01,76.116,44.559,29.816 -2020-09-26 09:45:00,76.69,76.161,44.559,29.816 -2020-09-26 10:00:00,77.09,73.52,42.091,29.816 -2020-09-26 10:15:00,78.02,73.59899999999999,42.091,29.816 -2020-09-26 10:30:00,79.27,73.126,42.091,29.816 -2020-09-26 10:45:00,75.73,73.221,42.091,29.816 -2020-09-26 11:00:00,74.16,71.61399999999999,38.505,29.816 -2020-09-26 11:15:00,73.22,71.741,38.505,29.816 -2020-09-26 11:30:00,74.17,72.20100000000001,38.505,29.816 -2020-09-26 11:45:00,72.12,71.267,38.505,29.816 -2020-09-26 12:00:00,70.46,69.072,35.388000000000005,29.816 -2020-09-26 12:15:00,67.44,68.39,35.388000000000005,29.816 -2020-09-26 12:30:00,71.03,67.819,35.388000000000005,29.816 -2020-09-26 12:45:00,69.48,68.183,35.388000000000005,29.816 -2020-09-26 13:00:00,63.24,67.752,31.355999999999998,29.816 -2020-09-26 13:15:00,64.45,67.275,31.355999999999998,29.816 -2020-09-26 13:30:00,64.55,66.75,31.355999999999998,29.816 -2020-09-26 13:45:00,63.96,65.571,31.355999999999998,29.816 -2020-09-26 14:00:00,64.09,65.168,30.522,29.816 -2020-09-26 14:15:00,67.34,64.189,30.522,29.816 -2020-09-26 14:30:00,65.35,63.668,30.522,29.816 -2020-09-26 14:45:00,66.06,63.978,30.522,29.816 -2020-09-26 15:00:00,67.79,64.027,34.36,29.816 -2020-09-26 15:15:00,66.51,63.351000000000006,34.36,29.816 -2020-09-26 15:30:00,68.16,62.885,34.36,29.816 -2020-09-26 15:45:00,72.59,61.718999999999994,34.36,29.816 -2020-09-26 16:00:00,75.45,62.938,39.507,29.816 -2020-09-26 16:15:00,77.55,62.669,39.507,29.816 -2020-09-26 16:30:00,79.63,63.308,39.507,29.816 -2020-09-26 16:45:00,83.05,61.232,39.507,29.816 -2020-09-26 17:00:00,85.81,62.456,47.151,29.816 -2020-09-26 17:15:00,86.82,62.61,47.151,29.816 -2020-09-26 17:30:00,88.1,62.18899999999999,47.151,29.816 -2020-09-26 17:45:00,90.04,62.478,47.151,29.816 -2020-09-26 18:00:00,95.33,63.623000000000005,50.303999999999995,29.816 -2020-09-26 18:15:00,94.65,64.312,50.303999999999995,29.816 -2020-09-26 18:30:00,97.77,64.545,50.303999999999995,29.816 -2020-09-26 18:45:00,95.72,65.35300000000001,50.303999999999995,29.816 -2020-09-26 19:00:00,90.07,65.441,50.622,29.816 -2020-09-26 19:15:00,86.83,64.219,50.622,29.816 -2020-09-26 19:30:00,85.33,64.218,50.622,29.816 -2020-09-26 19:45:00,84.12,64.718,50.622,29.816 -2020-09-26 20:00:00,79.3,63.951,45.391000000000005,29.816 -2020-09-26 20:15:00,80.25,63.068000000000005,45.391000000000005,29.816 -2020-09-26 20:30:00,78.57,60.422,45.391000000000005,29.816 -2020-09-26 20:45:00,77.53,60.446000000000005,45.391000000000005,29.816 -2020-09-26 21:00:00,73.77,59.438,39.98,29.816 -2020-09-26 21:15:00,75.16,61.888000000000005,39.98,29.816 -2020-09-26 21:30:00,69.54,61.303999999999995,39.98,29.816 -2020-09-26 21:45:00,69.49,59.95399999999999,39.98,29.816 -2020-09-26 22:00:00,66.64,59.036,37.53,29.816 -2020-09-26 22:15:00,67.12,58.604,37.53,29.816 -2020-09-26 22:30:00,63.4,56.483000000000004,37.53,29.816 -2020-09-26 22:45:00,63.85,55.235,37.53,29.816 -2020-09-26 23:00:00,58.44,52.963,30.97,29.816 -2020-09-26 23:15:00,57.4,50.388000000000005,30.97,29.816 -2020-09-26 23:30:00,57.88,50.007,30.97,29.816 -2020-09-26 23:45:00,57.35,48.701,30.97,29.816 -2020-09-27 00:00:00,58.71,41.699,27.24,29.816 -2020-09-27 00:15:00,55.74,40.016999999999996,27.24,29.816 -2020-09-27 00:30:00,54.56,39.891,27.24,29.816 -2020-09-27 00:45:00,54.16,39.876999999999995,27.24,29.816 -2020-09-27 01:00:00,52.05,40.103,25.662,29.816 -2020-09-27 01:15:00,53.71,39.753,25.662,29.816 -2020-09-27 01:30:00,52.61,38.762,25.662,29.816 -2020-09-27 01:45:00,52.16,38.228,25.662,29.816 -2020-09-27 02:00:00,52.19,38.591,25.67,29.816 -2020-09-27 02:15:00,52.28,38.199,25.67,29.816 -2020-09-27 02:30:00,52.04,38.759,25.67,29.816 -2020-09-27 02:45:00,51.99,39.516,25.67,29.816 -2020-09-27 03:00:00,52.66,41.443000000000005,24.258000000000003,29.816 -2020-09-27 03:15:00,52.96,40.293,24.258000000000003,29.816 -2020-09-27 03:30:00,54.26,39.794000000000004,24.258000000000003,29.816 -2020-09-27 03:45:00,54.89,41.345,24.258000000000003,29.816 -2020-09-27 04:00:00,55.49,47.354,25.051,29.816 -2020-09-27 04:15:00,55.87,52.648999999999994,25.051,29.816 -2020-09-27 04:30:00,55.54,51.083999999999996,25.051,29.816 -2020-09-27 04:45:00,56.78,51.303999999999995,25.051,29.816 -2020-09-27 05:00:00,58.11,62.303999999999995,25.145,29.816 -2020-09-27 05:15:00,58.1,67.563,25.145,29.816 -2020-09-27 05:30:00,58.65,62.586000000000006,25.145,29.816 -2020-09-27 05:45:00,58.18,60.34,25.145,29.816 -2020-09-27 06:00:00,59.68,71.635,26.371,29.816 -2020-09-27 06:15:00,60.43,84.40100000000001,26.371,29.816 -2020-09-27 06:30:00,61.96,78.143,26.371,29.816 -2020-09-27 06:45:00,63.71,73.797,26.371,29.816 -2020-09-27 07:00:00,64.31,71.99600000000001,28.756999999999998,29.816 -2020-09-27 07:15:00,65.55,72.084,28.756999999999998,29.816 -2020-09-27 07:30:00,66.0,72.34,28.756999999999998,29.816 -2020-09-27 07:45:00,66.81,73.921,28.756999999999998,29.816 -2020-09-27 08:00:00,66.27,73.15899999999999,32.82,29.816 -2020-09-27 08:15:00,65.26,76.039,32.82,29.816 -2020-09-27 08:30:00,64.16,76.156,32.82,29.816 -2020-09-27 08:45:00,63.97,77.865,32.82,29.816 -2020-09-27 09:00:00,62.41,73.256,35.534,29.816 -2020-09-27 09:15:00,62.07,73.188,35.534,29.816 -2020-09-27 09:30:00,61.44,74.26,35.534,29.816 -2020-09-27 09:45:00,62.57,74.954,35.534,29.816 -2020-09-27 10:00:00,63.81,73.396,35.925,29.816 -2020-09-27 10:15:00,64.87,73.69,35.925,29.816 -2020-09-27 10:30:00,65.54,73.535,35.925,29.816 -2020-09-27 10:45:00,66.79,73.756,35.925,29.816 -2020-09-27 11:00:00,64.87,72.186,37.056,29.816 -2020-09-27 11:15:00,63.25,72.028,37.056,29.816 -2020-09-27 11:30:00,60.2,72.585,37.056,29.816 -2020-09-27 11:45:00,59.31,71.992,37.056,29.816 -2020-09-27 12:00:00,54.52,70.286,33.124,29.816 -2020-09-27 12:15:00,56.11,69.765,33.124,29.816 -2020-09-27 12:30:00,55.91,68.917,33.124,29.816 -2020-09-27 12:45:00,58.63,68.538,33.124,29.816 -2020-09-27 13:00:00,58.5,67.667,29.874000000000002,29.816 -2020-09-27 13:15:00,55.01,67.723,29.874000000000002,29.816 -2020-09-27 13:30:00,55.43,66.368,29.874000000000002,29.816 -2020-09-27 13:45:00,55.98,65.756,29.874000000000002,29.816 -2020-09-27 14:00:00,57.32,66.19800000000001,27.302,29.816 -2020-09-27 14:15:00,57.14,65.899,27.302,29.816 -2020-09-27 14:30:00,57.98,64.95,27.302,29.816 -2020-09-27 14:45:00,60.21,64.396,27.302,29.816 -2020-09-27 15:00:00,61.57,64.02600000000001,27.642,29.816 -2020-09-27 15:15:00,62.18,63.051,27.642,29.816 -2020-09-27 15:30:00,64.05,62.675,27.642,29.816 -2020-09-27 15:45:00,67.12,61.934,27.642,29.816 -2020-09-27 16:00:00,70.42,62.468,31.945999999999998,29.816 -2020-09-27 16:15:00,73.68,62.107,31.945999999999998,29.816 -2020-09-27 16:30:00,76.58,63.519,31.945999999999998,29.816 -2020-09-27 16:45:00,79.25,61.583999999999996,31.945999999999998,29.816 -2020-09-27 17:00:00,82.98,63.023,40.387,29.816 -2020-09-27 17:15:00,82.75,64.161,40.387,29.816 -2020-09-27 17:30:00,87.05,64.39399999999999,40.387,29.816 -2020-09-27 17:45:00,86.61,65.675,40.387,29.816 -2020-09-27 18:00:00,90.18,67.0,44.575,29.816 -2020-09-27 18:15:00,89.39,67.767,44.575,29.816 -2020-09-27 18:30:00,89.29,67.25399999999999,44.575,29.816 -2020-09-27 18:45:00,87.47,68.656,44.575,29.816 -2020-09-27 19:00:00,91.61,70.178,45.623999999999995,29.816 -2020-09-27 19:15:00,93.17,68.29899999999999,45.623999999999995,29.816 -2020-09-27 19:30:00,92.79,68.07,45.623999999999995,29.816 -2020-09-27 19:45:00,86.34,68.607,45.623999999999995,29.816 -2020-09-27 20:00:00,78.55,68.045,44.583999999999996,29.816 -2020-09-27 20:15:00,81.4,67.33,44.583999999999996,29.816 -2020-09-27 20:30:00,83.71,65.579,44.583999999999996,29.816 -2020-09-27 20:45:00,80.58,64.027,44.583999999999996,29.816 -2020-09-27 21:00:00,84.36,62.199,39.732,29.816 -2020-09-27 21:15:00,89.77,64.25,39.732,29.816 -2020-09-27 21:30:00,86.37,63.286,39.732,29.816 -2020-09-27 21:45:00,80.3,62.198,39.732,29.816 -2020-09-27 22:00:00,75.34,62.406000000000006,38.571,29.816 -2020-09-27 22:15:00,77.9,60.526,38.571,29.816 -2020-09-27 22:30:00,78.22,57.183,38.571,29.816 -2020-09-27 22:45:00,80.64,54.788999999999994,38.571,29.816 -2020-09-27 23:00:00,76.15,51.59,33.121,29.816 -2020-09-27 23:15:00,70.67,50.4,33.121,29.816 -2020-09-27 23:30:00,68.9,49.846000000000004,33.121,29.816 -2020-09-27 23:45:00,69.98,48.894,33.121,29.816 -2020-09-28 00:00:00,72.56,44.205,32.506,29.93 -2020-09-28 00:15:00,73.53,43.888999999999996,32.506,29.93 -2020-09-28 00:30:00,72.62,43.526,32.506,29.93 -2020-09-28 00:45:00,68.54,43.083999999999996,32.506,29.93 -2020-09-28 01:00:00,65.59,43.588,31.121,29.93 -2020-09-28 01:15:00,65.31,43.13,31.121,29.93 -2020-09-28 01:30:00,66.33,42.431999999999995,31.121,29.93 -2020-09-28 01:45:00,66.87,41.858999999999995,31.121,29.93 -2020-09-28 02:00:00,64.01,42.553999999999995,29.605999999999998,29.93 -2020-09-28 02:15:00,69.97,41.842,29.605999999999998,29.93 -2020-09-28 02:30:00,74.06,42.589,29.605999999999998,29.93 -2020-09-28 02:45:00,75.8,43.067,29.605999999999998,29.93 -2020-09-28 03:00:00,72.48,45.693999999999996,28.124000000000002,29.93 -2020-09-28 03:15:00,69.89,45.528999999999996,28.124000000000002,29.93 -2020-09-28 03:30:00,74.11,45.453,28.124000000000002,29.93 -2020-09-28 03:45:00,79.39,46.504,28.124000000000002,29.93 -2020-09-28 04:00:00,83.04,55.977,29.743000000000002,29.93 -2020-09-28 04:15:00,81.76,64.546,29.743000000000002,29.93 -2020-09-28 04:30:00,89.53,63.233000000000004,29.743000000000002,29.93 -2020-09-28 04:45:00,96.21,63.772,29.743000000000002,29.93 -2020-09-28 05:00:00,105.6,83.844,36.191,29.93 -2020-09-28 05:15:00,107.36,101.895,36.191,29.93 -2020-09-28 05:30:00,107.75,95.816,36.191,29.93 -2020-09-28 05:45:00,111.23,89.825,36.191,29.93 -2020-09-28 06:00:00,115.68,89.09299999999999,55.277,29.93 -2020-09-28 06:15:00,115.66,91.397,55.277,29.93 -2020-09-28 06:30:00,117.81,90.111,55.277,29.93 -2020-09-28 06:45:00,119.85,91.897,55.277,29.93 -2020-09-28 07:00:00,122.15,91.338,65.697,29.93 -2020-09-28 07:15:00,122.14,93.427,65.697,29.93 -2020-09-28 07:30:00,121.34,92.88600000000001,65.697,29.93 -2020-09-28 07:45:00,116.32,93.995,65.697,29.93 -2020-09-28 08:00:00,117.15,90.522,57.028,29.93 -2020-09-28 08:15:00,115.61,91.912,57.028,29.93 -2020-09-28 08:30:00,119.14,90.226,57.028,29.93 -2020-09-28 08:45:00,116.91,91.141,57.028,29.93 -2020-09-28 09:00:00,116.01,85.585,52.633,29.93 -2020-09-28 09:15:00,119.67,83.25399999999999,52.633,29.93 -2020-09-28 09:30:00,118.68,83.365,52.633,29.93 -2020-09-28 09:45:00,122.1,82.484,52.633,29.93 -2020-09-28 10:00:00,117.58,81.078,50.647,29.93 -2020-09-28 10:15:00,119.15,81.132,50.647,29.93 -2020-09-28 10:30:00,116.21,80.383,50.647,29.93 -2020-09-28 10:45:00,116.73,79.708,50.647,29.93 -2020-09-28 11:00:00,119.42,77.577,50.245,29.93 -2020-09-28 11:15:00,116.62,78.139,50.245,29.93 -2020-09-28 11:30:00,121.85,79.594,50.245,29.93 -2020-09-28 11:45:00,117.42,79.208,50.245,29.93 -2020-09-28 12:00:00,113.11,77.02,46.956,29.93 -2020-09-28 12:15:00,116.0,76.562,46.956,29.93 -2020-09-28 12:30:00,113.7,75.102,46.956,29.93 -2020-09-28 12:45:00,110.78,75.194,46.956,29.93 -2020-09-28 13:00:00,109.56,74.983,47.383,29.93 -2020-09-28 13:15:00,112.19,74.00399999999999,47.383,29.93 -2020-09-28 13:30:00,112.32,72.598,47.383,29.93 -2020-09-28 13:45:00,113.59,72.613,47.383,29.93 -2020-09-28 14:00:00,115.79,72.227,47.1,29.93 -2020-09-28 14:15:00,115.49,72.146,47.1,29.93 -2020-09-28 14:30:00,114.12,70.952,47.1,29.93 -2020-09-28 14:45:00,114.56,71.797,47.1,29.93 -2020-09-28 15:00:00,117.46,71.695,49.355,29.93 -2020-09-28 15:15:00,116.47,69.889,49.355,29.93 -2020-09-28 15:30:00,114.37,69.814,49.355,29.93 -2020-09-28 15:45:00,114.24,68.618,49.355,29.93 -2020-09-28 16:00:00,115.27,69.747,52.14,29.93 -2020-09-28 16:15:00,117.99,69.223,52.14,29.93 -2020-09-28 16:30:00,117.86,69.88,52.14,29.93 -2020-09-28 16:45:00,120.05,67.665,52.14,29.93 -2020-09-28 17:00:00,122.78,68.229,58.705,29.93 -2020-09-28 17:15:00,121.13,69.37100000000001,58.705,29.93 -2020-09-28 17:30:00,122.96,69.17699999999999,58.705,29.93 -2020-09-28 17:45:00,120.89,69.768,58.705,29.93 -2020-09-28 18:00:00,124.3,70.32,59.153,29.93 -2020-09-28 18:15:00,121.62,69.16,59.153,29.93 -2020-09-28 18:30:00,123.48,68.303,59.153,29.93 -2020-09-28 18:45:00,119.09,72.157,59.153,29.93 -2020-09-28 19:00:00,115.15,72.955,61.483000000000004,29.93 -2020-09-28 19:15:00,109.93,71.735,61.483000000000004,29.93 -2020-09-28 19:30:00,107.66,71.362,61.483000000000004,29.93 -2020-09-28 19:45:00,110.06,71.22399999999999,61.483000000000004,29.93 -2020-09-28 20:00:00,99.87,69.15899999999999,67.55,29.93 -2020-09-28 20:15:00,98.53,68.77,67.55,29.93 -2020-09-28 20:30:00,102.19,66.858,67.55,29.93 -2020-09-28 20:45:00,103.9,65.867,67.55,29.93 -2020-09-28 21:00:00,96.81,63.74,60.026,29.93 -2020-09-28 21:15:00,91.9,65.782,60.026,29.93 -2020-09-28 21:30:00,86.66,64.904,60.026,29.93 -2020-09-28 21:45:00,91.92,63.486999999999995,60.026,29.93 -2020-09-28 22:00:00,89.43,61.42,52.736999999999995,29.93 -2020-09-28 22:15:00,89.06,60.604,52.736999999999995,29.93 -2020-09-28 22:30:00,81.86,51.547,52.736999999999995,29.93 -2020-09-28 22:45:00,86.05,47.843999999999994,52.736999999999995,29.93 -2020-09-28 23:00:00,82.52,44.95,44.408,29.93 -2020-09-28 23:15:00,80.8,43.236000000000004,44.408,29.93 -2020-09-28 23:30:00,76.73,43.395,44.408,29.93 -2020-09-28 23:45:00,79.66,42.756,44.408,29.93 -2020-09-29 00:00:00,77.73,42.65,44.438,29.93 -2020-09-29 00:15:00,76.61,43.342,44.438,29.93 -2020-09-29 00:30:00,76.57,43.253,44.438,29.93 -2020-09-29 00:45:00,78.99,43.126999999999995,44.438,29.93 -2020-09-29 01:00:00,77.92,43.176,41.468999999999994,29.93 -2020-09-29 01:15:00,78.18,42.699,41.468999999999994,29.93 -2020-09-29 01:30:00,74.21,41.974,41.468999999999994,29.93 -2020-09-29 01:45:00,77.34,41.108999999999995,41.468999999999994,29.93 -2020-09-29 02:00:00,78.32,41.458,39.708,29.93 -2020-09-29 02:15:00,77.97,41.577,39.708,29.93 -2020-09-29 02:30:00,78.04,41.858000000000004,39.708,29.93 -2020-09-29 02:45:00,80.85,42.573,39.708,29.93 -2020-09-29 03:00:00,79.93,44.456,38.919000000000004,29.93 -2020-09-29 03:15:00,76.51,44.75899999999999,38.919000000000004,29.93 -2020-09-29 03:30:00,79.49,44.794,38.919000000000004,29.93 -2020-09-29 03:45:00,80.02,45.07,38.919000000000004,29.93 -2020-09-29 04:00:00,89.45,53.608999999999995,40.092,29.93 -2020-09-29 04:15:00,93.05,62.126999999999995,40.092,29.93 -2020-09-29 04:30:00,95.48,60.648,40.092,29.93 -2020-09-29 04:45:00,95.39,61.878,40.092,29.93 -2020-09-29 05:00:00,103.88,84.5,43.713,29.93 -2020-09-29 05:15:00,108.14,103.072,43.713,29.93 -2020-09-29 05:30:00,110.41,96.729,43.713,29.93 -2020-09-29 05:45:00,114.39,90.139,43.713,29.93 -2020-09-29 06:00:00,118.77,89.865,56.033,29.93 -2020-09-29 06:15:00,120.88,92.749,56.033,29.93 -2020-09-29 06:30:00,121.79,91.06299999999999,56.033,29.93 -2020-09-29 06:45:00,123.75,92.088,56.033,29.93 -2020-09-29 07:00:00,126.35,91.59100000000001,66.003,29.93 -2020-09-29 07:15:00,126.55,93.463,66.003,29.93 -2020-09-29 07:30:00,125.28,92.823,66.003,29.93 -2020-09-29 07:45:00,123.7,93.275,66.003,29.93 -2020-09-29 08:00:00,120.71,89.791,57.474,29.93 -2020-09-29 08:15:00,117.0,90.537,57.474,29.93 -2020-09-29 08:30:00,116.25,88.941,57.474,29.93 -2020-09-29 08:45:00,114.5,89.095,57.474,29.93 -2020-09-29 09:00:00,115.58,83.553,51.928000000000004,29.93 -2020-09-29 09:15:00,120.06,81.567,51.928000000000004,29.93 -2020-09-29 09:30:00,116.6,82.34299999999999,51.928000000000004,29.93 -2020-09-29 09:45:00,112.53,82.32700000000001,51.928000000000004,29.93 -2020-09-29 10:00:00,117.82,79.771,49.46,29.93 -2020-09-29 10:15:00,117.6,79.37100000000001,49.46,29.93 -2020-09-29 10:30:00,115.38,78.68,49.46,29.93 -2020-09-29 10:45:00,115.03,78.775,49.46,29.93 -2020-09-29 11:00:00,112.32,77.102,48.206,29.93 -2020-09-29 11:15:00,114.51,77.828,48.206,29.93 -2020-09-29 11:30:00,115.85,78.133,48.206,29.93 -2020-09-29 11:45:00,122.55,77.62899999999999,48.206,29.93 -2020-09-29 12:00:00,121.21,74.861,46.285,29.93 -2020-09-29 12:15:00,123.65,74.48899999999999,46.285,29.93 -2020-09-29 12:30:00,119.98,73.876,46.285,29.93 -2020-09-29 12:45:00,119.13,74.34,46.285,29.93 -2020-09-29 13:00:00,117.91,73.741,46.861999999999995,29.93 -2020-09-29 13:15:00,116.67,73.89399999999999,46.861999999999995,29.93 -2020-09-29 13:30:00,117.65,72.825,46.861999999999995,29.93 -2020-09-29 13:45:00,118.25,72.237,46.861999999999995,29.93 -2020-09-29 14:00:00,115.97,72.195,46.488,29.93 -2020-09-29 14:15:00,115.47,72.04,46.488,29.93 -2020-09-29 14:30:00,114.39,71.3,46.488,29.93 -2020-09-29 14:45:00,114.29,71.57600000000001,46.488,29.93 -2020-09-29 15:00:00,110.86,71.184,48.442,29.93 -2020-09-29 15:15:00,112.31,70.13600000000001,48.442,29.93 -2020-09-29 15:30:00,111.91,70.016,48.442,29.93 -2020-09-29 15:45:00,114.05,68.95,48.442,29.93 -2020-09-29 16:00:00,116.1,69.681,50.397,29.93 -2020-09-29 16:15:00,115.08,69.375,50.397,29.93 -2020-09-29 16:30:00,117.86,69.956,50.397,29.93 -2020-09-29 16:45:00,119.27,68.388,50.397,29.93 -2020-09-29 17:00:00,122.25,69.221,56.668,29.93 -2020-09-29 17:15:00,118.99,70.688,56.668,29.93 -2020-09-29 17:30:00,119.0,70.389,56.668,29.93 -2020-09-29 17:45:00,121.21,70.738,56.668,29.93 -2020-09-29 18:00:00,124.72,70.545,57.957,29.93 -2020-09-29 18:15:00,120.93,70.315,57.957,29.93 -2020-09-29 18:30:00,122.34,69.196,57.957,29.93 -2020-09-29 18:45:00,118.19,73.126,57.957,29.93 -2020-09-29 19:00:00,111.46,73.086,57.056000000000004,29.93 -2020-09-29 19:15:00,107.02,71.922,57.056000000000004,29.93 -2020-09-29 19:30:00,105.82,71.21300000000001,57.056000000000004,29.93 -2020-09-29 19:45:00,104.05,71.321,57.056000000000004,29.93 -2020-09-29 20:00:00,99.51,69.616,64.156,29.93 -2020-09-29 20:15:00,95.64,68.005,64.156,29.93 -2020-09-29 20:30:00,91.07,66.372,64.156,29.93 -2020-09-29 20:45:00,88.43,65.49,64.156,29.93 -2020-09-29 21:00:00,82.9,63.803999999999995,56.507,29.93 -2020-09-29 21:15:00,78.99,65.01100000000001,56.507,29.93 -2020-09-29 21:30:00,76.78,64.074,56.507,29.93 -2020-09-29 21:45:00,75.2,62.826,56.507,29.93 -2020-09-29 22:00:00,71.1,61.318999999999996,50.728,29.93 -2020-09-29 22:15:00,70.7,60.165,50.728,29.93 -2020-09-29 22:30:00,67.54,51.342,50.728,29.93 -2020-09-29 22:45:00,65.87,47.714,50.728,29.93 -2020-09-29 23:00:00,77.01,44.299,43.556999999999995,29.93 -2020-09-29 23:15:00,80.01,43.45399999999999,43.556999999999995,29.93 -2020-09-29 23:30:00,80.68,43.519,43.556999999999995,29.93 -2020-09-29 23:45:00,80.11,42.897,43.556999999999995,29.93 -2020-09-30 00:00:00,75.35,42.93600000000001,41.151,29.93 -2020-09-30 00:15:00,78.11,43.623000000000005,41.151,29.93 -2020-09-30 00:30:00,79.8,43.541000000000004,41.151,29.93 -2020-09-30 00:45:00,81.56,43.416000000000004,41.151,29.93 -2020-09-30 01:00:00,76.14,43.457,37.763000000000005,29.93 -2020-09-30 01:15:00,75.09,43.004,37.763000000000005,29.93 -2020-09-30 01:30:00,75.45,42.298,37.763000000000005,29.93 -2020-09-30 01:45:00,80.02,41.433,37.763000000000005,29.93 -2020-09-30 02:00:00,79.63,41.788000000000004,35.615,29.93 -2020-09-30 02:15:00,78.9,41.925,35.615,29.93 -2020-09-30 02:30:00,76.86,42.18600000000001,35.615,29.93 -2020-09-30 02:45:00,78.72,42.895,35.615,29.93 -2020-09-30 03:00:00,81.85,44.765,35.153,29.93 -2020-09-30 03:15:00,81.74,45.086999999999996,35.153,29.93 -2020-09-30 03:30:00,82.99,45.126000000000005,35.153,29.93 -2020-09-30 03:45:00,83.55,45.383,35.153,29.93 -2020-09-30 04:00:00,88.62,53.961000000000006,36.203,29.93 -2020-09-30 04:15:00,91.38,62.516000000000005,36.203,29.93 -2020-09-30 04:30:00,94.94,61.042,36.203,29.93 -2020-09-30 04:45:00,97.42,62.28,36.203,29.93 -2020-09-30 05:00:00,103.8,85.005,39.922,29.93 -2020-09-30 05:15:00,107.95,103.689,39.922,29.93 -2020-09-30 05:30:00,110.12,97.321,39.922,29.93 -2020-09-30 05:45:00,113.38,90.678,39.922,29.93 -2020-09-30 06:00:00,119.1,90.37100000000001,56.443999999999996,29.93 -2020-09-30 06:15:00,117.38,93.279,56.443999999999996,29.93 -2020-09-30 06:30:00,119.12,91.594,56.443999999999996,29.93 -2020-09-30 06:45:00,120.5,92.615,56.443999999999996,29.93 -2020-09-30 07:00:00,123.29,92.118,68.683,29.93 -2020-09-30 07:15:00,121.03,94.00399999999999,68.683,29.93 -2020-09-30 07:30:00,122.13,93.398,68.683,29.93 -2020-09-30 07:45:00,120.93,93.84700000000001,68.683,29.93 -2020-09-30 08:00:00,117.66,90.37,59.003,29.93 -2020-09-30 08:15:00,117.3,91.08,59.003,29.93 -2020-09-30 08:30:00,116.66,89.5,59.003,29.93 -2020-09-30 08:45:00,116.56,89.633,59.003,29.93 -2020-09-30 09:00:00,115.38,84.096,56.21,29.93 -2020-09-30 09:15:00,115.67,82.101,56.21,29.93 -2020-09-30 09:30:00,115.08,82.85799999999999,56.21,29.93 -2020-09-30 09:45:00,114.96,82.81,56.21,29.93 -2020-09-30 10:00:00,115.1,80.25,52.358999999999995,29.93 -2020-09-30 10:15:00,116.5,79.81,52.358999999999995,29.93 -2020-09-30 10:30:00,113.95,79.10300000000001,52.358999999999995,29.93 -2020-09-30 10:45:00,112.23,79.183,52.358999999999995,29.93 -2020-09-30 11:00:00,108.77,77.523,51.161,29.93 -2020-09-30 11:15:00,108.69,78.23100000000001,51.161,29.93 -2020-09-30 11:30:00,109.39,78.536,51.161,29.93 -2020-09-30 11:45:00,108.48,78.013,51.161,29.93 -2020-09-30 12:00:00,104.28,75.219,49.119,29.93 -2020-09-30 12:15:00,106.05,74.836,49.119,29.93 -2020-09-30 12:30:00,104.62,74.258,49.119,29.93 -2020-09-30 12:45:00,103.69,74.71300000000001,49.119,29.93 -2020-09-30 13:00:00,102.95,74.086,49.187,29.93 -2020-09-30 13:15:00,102.97,74.237,49.187,29.93 -2020-09-30 13:30:00,103.28,73.165,49.187,29.93 -2020-09-30 13:45:00,103.85,72.581,49.187,29.93 -2020-09-30 14:00:00,104.84,72.49,49.787,29.93 -2020-09-30 14:15:00,104.58,72.35,49.787,29.93 -2020-09-30 14:30:00,105.13,71.645,49.787,29.93 -2020-09-30 14:45:00,105.67,71.917,49.787,29.93 -2020-09-30 15:00:00,105.44,71.477,51.458999999999996,29.93 -2020-09-30 15:15:00,106.06,70.44800000000001,51.458999999999996,29.93 -2020-09-30 15:30:00,106.29,70.362,51.458999999999996,29.93 -2020-09-30 15:45:00,107.58,69.31,51.458999999999996,29.93 -2020-09-30 16:00:00,110.43,70.0,53.663000000000004,29.93 -2020-09-30 16:15:00,109.91,69.711,53.663000000000004,29.93 -2020-09-30 16:30:00,111.8,70.28699999999999,53.663000000000004,29.93 -2020-09-30 16:45:00,113.95,68.777,53.663000000000004,29.93 -2020-09-30 17:00:00,117.7,69.568,58.183,29.93 -2020-09-30 17:15:00,116.19,71.06,58.183,29.93 -2020-09-30 17:30:00,119.57,70.767,58.183,29.93 -2020-09-30 17:45:00,120.66,71.14699999999999,58.183,29.93 -2020-09-30 18:00:00,122.31,70.935,60.141000000000005,29.93 -2020-09-30 18:15:00,120.45,70.704,60.141000000000005,29.93 -2020-09-30 18:30:00,121.29,69.597,60.141000000000005,29.93 -2020-09-30 18:45:00,119.4,73.52199999999999,60.141000000000005,29.93 -2020-09-30 19:00:00,116.88,73.491,60.582,29.93 -2020-09-30 19:15:00,115.1,72.325,60.582,29.93 -2020-09-30 19:30:00,111.94,71.613,60.582,29.93 -2020-09-30 19:45:00,110.07,71.71300000000001,60.582,29.93 -2020-09-30 20:00:00,104.26,70.03,66.61,29.93 -2020-09-30 20:15:00,105.15,68.417,66.61,29.93 -2020-09-30 20:30:00,101.51,66.757,66.61,29.93 -2020-09-30 20:45:00,102.47,65.836,66.61,29.93 -2020-09-30 21:00:00,96.11,64.15100000000001,57.658,29.93 -2020-09-30 21:15:00,94.9,65.348,57.658,29.93 -2020-09-30 21:30:00,93.22,64.42,57.658,29.93 -2020-09-30 21:45:00,94.05,63.138000000000005,57.658,29.93 -2020-09-30 22:00:00,89.15,61.61,51.81,29.93 -2020-09-30 22:15:00,86.92,60.433,51.81,29.93 -2020-09-30 22:30:00,83.39,51.606,51.81,29.93 -2020-09-30 22:45:00,81.96,47.983999999999995,51.81,29.93 -2020-09-30 23:00:00,72.81,44.608999999999995,42.93600000000001,29.93 -2020-09-30 23:15:00,74.96,43.731,42.93600000000001,29.93 -2020-09-30 23:30:00,74.25,43.799,42.93600000000001,29.93 -2020-09-30 23:45:00,77.92,43.177,42.93600000000001,29.93 -2020-10-01 00:00:00,74.36,48.013000000000005,42.746,31.349 -2020-10-01 00:15:00,73.35,49.218999999999994,42.746,31.349 -2020-10-01 00:30:00,71.89,48.891000000000005,42.746,31.349 -2020-10-01 00:45:00,74.82,48.773,42.746,31.349 -2020-10-01 01:00:00,74.95,49.074,40.025999999999996,31.349 -2020-10-01 01:15:00,73.4,48.443000000000005,40.025999999999996,31.349 -2020-10-01 01:30:00,70.75,47.641000000000005,40.025999999999996,31.349 -2020-10-01 01:45:00,74.21,47.16,40.025999999999996,31.349 -2020-10-01 02:00:00,74.54,47.581,38.154,31.349 -2020-10-01 02:15:00,75.11,47.598,38.154,31.349 -2020-10-01 02:30:00,70.83,48.211000000000006,38.154,31.349 -2020-10-01 02:45:00,74.98,48.898999999999994,38.154,31.349 -2020-10-01 03:00:00,76.99,51.108999999999995,37.575,31.349 -2020-10-01 03:15:00,78.83,51.843,37.575,31.349 -2020-10-01 03:30:00,75.95,51.895,37.575,31.349 -2020-10-01 03:45:00,81.07,52.646,37.575,31.349 -2020-10-01 04:00:00,86.24,61.338,39.154,31.349 -2020-10-01 04:15:00,88.04,69.964,39.154,31.349 -2020-10-01 04:30:00,85.63,69.25,39.154,31.349 -2020-10-01 04:45:00,92.33,70.865,39.154,31.349 -2020-10-01 05:00:00,98.87,96.057,44.085,31.349 -2020-10-01 05:15:00,108.96,118.06,44.085,31.349 -2020-10-01 05:30:00,116.11,112.14200000000001,44.085,31.349 -2020-10-01 05:45:00,112.83,104.488,44.085,31.349 -2020-10-01 06:00:00,118.1,104.522,57.49,31.349 -2020-10-01 06:15:00,117.62,108.09299999999999,57.49,31.349 -2020-10-01 06:30:00,119.15,106.42200000000001,57.49,31.349 -2020-10-01 06:45:00,121.05,107.11200000000001,57.49,31.349 -2020-10-01 07:00:00,122.34,107.375,73.617,31.349 -2020-10-01 07:15:00,120.54,109.579,73.617,31.349 -2020-10-01 07:30:00,118.69,109.189,73.617,31.349 -2020-10-01 07:45:00,117.8,109.36,73.617,31.349 -2020-10-01 08:00:00,115.95,107.73899999999999,69.281,31.349 -2020-10-01 08:15:00,115.95,108.02799999999999,69.281,31.349 -2020-10-01 08:30:00,122.25,105.654,69.281,31.349 -2020-10-01 08:45:00,124.29,104.889,69.281,31.349 -2020-10-01 09:00:00,122.13,100.23700000000001,63.926,31.349 -2020-10-01 09:15:00,121.05,98.084,63.926,31.349 -2020-10-01 09:30:00,116.55,98.544,63.926,31.349 -2020-10-01 09:45:00,115.32,98.477,63.926,31.349 -2020-10-01 10:00:00,116.93,95.274,59.442,31.349 -2020-10-01 10:15:00,119.48,94.848,59.442,31.349 -2020-10-01 10:30:00,116.82,93.89399999999999,59.442,31.349 -2020-10-01 10:45:00,115.21,93.82700000000001,59.442,31.349 -2020-10-01 11:00:00,110.64,90.531,56.771,31.349 -2020-10-01 11:15:00,110.57,91.235,56.771,31.349 -2020-10-01 11:30:00,114.18,91.44200000000001,56.771,31.349 -2020-10-01 11:45:00,110.72,91.22200000000001,56.771,31.349 -2020-10-01 12:00:00,110.27,87.663,53.701,31.349 -2020-10-01 12:15:00,110.53,87.29899999999999,53.701,31.349 -2020-10-01 12:30:00,110.68,86.45700000000001,53.701,31.349 -2020-10-01 12:45:00,110.33,86.771,53.701,31.349 -2020-10-01 13:00:00,109.27,86.516,52.364,31.349 -2020-10-01 13:15:00,108.61,86.375,52.364,31.349 -2020-10-01 13:30:00,106.82,85.52,52.364,31.349 -2020-10-01 13:45:00,108.3,85.07799999999999,52.364,31.349 -2020-10-01 14:00:00,106.34,84.788,53.419,31.349 -2020-10-01 14:15:00,103.21,85.045,53.419,31.349 -2020-10-01 14:30:00,104.24,84.14200000000001,53.419,31.349 -2020-10-01 14:45:00,101.78,84.021,53.419,31.349 -2020-10-01 15:00:00,102.18,84.177,56.744,31.349 -2020-10-01 15:15:00,105.7,83.725,56.744,31.349 -2020-10-01 15:30:00,109.3,83.95100000000001,56.744,31.349 -2020-10-01 15:45:00,112.38,83.89299999999999,56.744,31.349 -2020-10-01 16:00:00,110.92,83.941,60.458,31.349 -2020-10-01 16:15:00,110.81,83.338,60.458,31.349 -2020-10-01 16:30:00,115.07,84.031,60.458,31.349 -2020-10-01 16:45:00,114.72,82.064,60.458,31.349 -2020-10-01 17:00:00,119.03,82.493,66.295,31.349 -2020-10-01 17:15:00,116.61,83.67299999999999,66.295,31.349 -2020-10-01 17:30:00,118.16,83.4,66.295,31.349 -2020-10-01 17:45:00,121.44,84.021,66.295,31.349 -2020-10-01 18:00:00,125.72,83.735,68.468,31.349 -2020-10-01 18:15:00,122.88,83.59700000000001,68.468,31.349 -2020-10-01 18:30:00,124.48,82.62799999999999,68.468,31.349 -2020-10-01 18:45:00,119.47,86.285,68.468,31.349 -2020-10-01 19:00:00,116.32,86.665,66.39399999999999,31.349 -2020-10-01 19:15:00,113.44,85.539,66.39399999999999,31.349 -2020-10-01 19:30:00,108.44,85.01100000000001,66.39399999999999,31.349 -2020-10-01 19:45:00,109.78,85.054,66.39399999999999,31.349 -2020-10-01 20:00:00,106.35,84.295,63.183,31.349 -2020-10-01 20:15:00,108.46,82.07799999999999,63.183,31.349 -2020-10-01 20:30:00,106.1,81.286,63.183,31.349 -2020-10-01 20:45:00,101.39,80.277,63.183,31.349 -2020-10-01 21:00:00,93.83,78.27,55.133,31.349 -2020-10-01 21:15:00,92.88,78.835,55.133,31.349 -2020-10-01 21:30:00,91.65,77.945,55.133,31.349 -2020-10-01 21:45:00,92.82,76.352,55.133,31.349 -2020-10-01 22:00:00,85.0,73.477,50.111999999999995,31.349 -2020-10-01 22:15:00,85.89,71.318,50.111999999999995,31.349 -2020-10-01 22:30:00,82.6,60.872,50.111999999999995,31.349 -2020-10-01 22:45:00,86.0,55.68899999999999,50.111999999999995,31.349 -2020-10-01 23:00:00,78.43,50.915,44.536,31.349 -2020-10-01 23:15:00,77.59,50.651,44.536,31.349 -2020-10-01 23:30:00,77.83,50.118,44.536,31.349 -2020-10-01 23:45:00,79.72,50.093999999999994,44.536,31.349 -2020-10-02 00:00:00,74.84,46.853,42.291000000000004,31.349 -2020-10-02 00:15:00,76.22,48.257,42.291000000000004,31.349 -2020-10-02 00:30:00,70.57,48.04,42.291000000000004,31.349 -2020-10-02 00:45:00,72.88,48.211000000000006,42.291000000000004,31.349 -2020-10-02 01:00:00,69.56,48.17,41.008,31.349 -2020-10-02 01:15:00,70.58,47.573,41.008,31.349 -2020-10-02 01:30:00,77.02,47.115,41.008,31.349 -2020-10-02 01:45:00,78.7,46.528999999999996,41.008,31.349 -2020-10-02 02:00:00,78.05,47.533,39.521,31.349 -2020-10-02 02:15:00,73.35,47.49,39.521,31.349 -2020-10-02 02:30:00,78.63,48.773,39.521,31.349 -2020-10-02 02:45:00,79.6,49.075,39.521,31.349 -2020-10-02 03:00:00,74.8,51.332,39.812,31.349 -2020-10-02 03:15:00,75.56,51.751000000000005,39.812,31.349 -2020-10-02 03:30:00,79.48,51.661,39.812,31.349 -2020-10-02 03:45:00,85.82,53.034,39.812,31.349 -2020-10-02 04:00:00,90.92,61.923,41.22,31.349 -2020-10-02 04:15:00,87.14,69.571,41.22,31.349 -2020-10-02 04:30:00,91.86,69.50399999999999,41.22,31.349 -2020-10-02 04:45:00,98.29,70.303,41.22,31.349 -2020-10-02 05:00:00,108.33,94.79799999999999,45.115,31.349 -2020-10-02 05:15:00,107.36,118.024,45.115,31.349 -2020-10-02 05:30:00,109.91,112.62,45.115,31.349 -2020-10-02 05:45:00,112.72,104.635,45.115,31.349 -2020-10-02 06:00:00,119.78,104.962,59.06100000000001,31.349 -2020-10-02 06:15:00,119.47,108.075,59.06100000000001,31.349 -2020-10-02 06:30:00,123.95,106.051,59.06100000000001,31.349 -2020-10-02 06:45:00,121.8,107.29899999999999,59.06100000000001,31.349 -2020-10-02 07:00:00,122.66,107.613,71.874,31.349 -2020-10-02 07:15:00,121.44,110.766,71.874,31.349 -2020-10-02 07:30:00,120.73,109.22200000000001,71.874,31.349 -2020-10-02 07:45:00,118.08,108.91799999999999,71.874,31.349 -2020-10-02 08:00:00,116.05,107.29700000000001,68.439,31.349 -2020-10-02 08:15:00,115.68,107.771,68.439,31.349 -2020-10-02 08:30:00,115.03,105.775,68.439,31.349 -2020-10-02 08:45:00,114.17,104.251,68.439,31.349 -2020-10-02 09:00:00,111.59,98.507,65.523,31.349 -2020-10-02 09:15:00,110.49,97.64299999999999,65.523,31.349 -2020-10-02 09:30:00,110.15,97.525,65.523,31.349 -2020-10-02 09:45:00,108.89,97.596,65.523,31.349 -2020-10-02 10:00:00,107.9,93.774,62.005,31.349 -2020-10-02 10:15:00,108.37,93.501,62.005,31.349 -2020-10-02 10:30:00,108.22,92.79,62.005,31.349 -2020-10-02 10:45:00,109.74,92.461,62.005,31.349 -2020-10-02 11:00:00,105.01,89.28200000000001,60.351000000000006,31.349 -2020-10-02 11:15:00,103.83,88.994,60.351000000000006,31.349 -2020-10-02 11:30:00,107.03,89.801,60.351000000000006,31.349 -2020-10-02 11:45:00,102.87,89.085,60.351000000000006,31.349 -2020-10-02 12:00:00,100.19,86.24,55.331,31.349 -2020-10-02 12:15:00,99.6,84.566,55.331,31.349 -2020-10-02 12:30:00,97.98,83.89200000000001,55.331,31.349 -2020-10-02 12:45:00,96.69,84.041,55.331,31.349 -2020-10-02 13:00:00,95.31,84.48899999999999,53.361999999999995,31.349 -2020-10-02 13:15:00,96.32,84.825,53.361999999999995,31.349 -2020-10-02 13:30:00,95.77,84.383,53.361999999999995,31.349 -2020-10-02 13:45:00,96.42,84.069,53.361999999999995,31.349 -2020-10-02 14:00:00,97.78,82.788,51.708,31.349 -2020-10-02 14:15:00,97.81,83.20100000000001,51.708,31.349 -2020-10-02 14:30:00,97.63,83.339,51.708,31.349 -2020-10-02 14:45:00,99.23,83.00299999999999,51.708,31.349 -2020-10-02 15:00:00,99.88,82.859,54.571000000000005,31.349 -2020-10-02 15:15:00,98.98,82.102,54.571000000000005,31.349 -2020-10-02 15:30:00,100.68,81.37100000000001,54.571000000000005,31.349 -2020-10-02 15:45:00,102.59,81.78399999999999,54.571000000000005,31.349 -2020-10-02 16:00:00,107.25,80.862,58.662,31.349 -2020-10-02 16:15:00,107.43,80.667,58.662,31.349 -2020-10-02 16:30:00,108.62,81.304,58.662,31.349 -2020-10-02 16:45:00,109.89,78.92399999999999,58.662,31.349 -2020-10-02 17:00:00,114.07,80.343,65.941,31.349 -2020-10-02 17:15:00,111.49,81.27,65.941,31.349 -2020-10-02 17:30:00,115.35,80.94800000000001,65.941,31.349 -2020-10-02 17:45:00,115.86,81.39699999999999,65.941,31.349 -2020-10-02 18:00:00,122.12,81.46300000000001,65.628,31.349 -2020-10-02 18:15:00,118.93,80.623,65.628,31.349 -2020-10-02 18:30:00,117.78,79.774,65.628,31.349 -2020-10-02 18:45:00,115.24,83.65299999999999,65.628,31.349 -2020-10-02 19:00:00,111.24,84.94,63.662,31.349 -2020-10-02 19:15:00,106.67,84.70299999999999,63.662,31.349 -2020-10-02 19:30:00,105.91,84.031,63.662,31.349 -2020-10-02 19:45:00,102.96,83.294,63.662,31.349 -2020-10-02 20:00:00,92.61,82.48899999999999,61.945,31.349 -2020-10-02 20:15:00,99.16,80.71600000000001,61.945,31.349 -2020-10-02 20:30:00,98.55,79.605,61.945,31.349 -2020-10-02 20:45:00,96.27,78.343,61.945,31.349 -2020-10-02 21:00:00,88.3,77.288,53.903,31.349 -2020-10-02 21:15:00,85.55,78.967,53.903,31.349 -2020-10-02 21:30:00,80.59,78.02,53.903,31.349 -2020-10-02 21:45:00,84.21,76.735,53.903,31.349 -2020-10-02 22:00:00,80.6,74.171,48.403999999999996,31.349 -2020-10-02 22:15:00,79.32,71.794,48.403999999999996,31.349 -2020-10-02 22:30:00,71.59,66.65899999999999,48.403999999999996,31.349 -2020-10-02 22:45:00,70.6,63.413000000000004,48.403999999999996,31.349 -2020-10-02 23:00:00,62.12,59.43899999999999,41.07,31.349 -2020-10-02 23:15:00,61.6,57.461999999999996,41.07,31.349 -2020-10-02 23:30:00,61.56,55.302,41.07,31.349 -2020-10-02 23:45:00,59.87,54.931000000000004,41.07,31.349 -2020-10-03 00:00:00,57.65,47.711000000000006,11.117,31.177 -2020-10-03 00:15:00,57.59,46.246,11.117,31.177 -2020-10-03 00:30:00,56.67,46.058,11.117,31.177 -2020-10-03 00:45:00,56.96,46.294,11.117,31.177 -2020-10-03 01:00:00,56.34,46.769,10.685,31.177 -2020-10-03 01:15:00,56.06,46.481,10.685,31.177 -2020-10-03 01:30:00,55.87,45.493,10.685,31.177 -2020-10-03 01:45:00,55.71,45.202,10.685,31.177 -2020-10-03 02:00:00,55.96,45.67,7.925,31.177 -2020-10-03 02:15:00,56.34,45.118,7.925,31.177 -2020-10-03 02:30:00,56.14,45.926,7.925,31.177 -2020-10-03 02:45:00,56.27,46.731,7.925,31.177 -2020-10-03 03:00:00,55.64,48.928000000000004,7.627999999999999,31.177 -2020-10-03 03:15:00,57.67,48.434,7.627999999999999,31.177 -2020-10-03 03:30:00,57.91,48.034,7.627999999999999,31.177 -2020-10-03 03:45:00,58.8,49.805,7.627999999999999,31.177 -2020-10-03 04:00:00,60.47,55.907,7.986000000000001,31.177 -2020-10-03 04:15:00,59.42,61.435,7.986000000000001,31.177 -2020-10-03 04:30:00,59.0,60.357,7.986000000000001,31.177 -2020-10-03 04:45:00,58.38,60.965,7.986000000000001,31.177 -2020-10-03 05:00:00,59.9,73.63,9.039,31.177 -2020-10-03 05:15:00,59.86,81.95299999999999,9.039,31.177 -2020-10-03 05:30:00,60.28,77.28,9.039,31.177 -2020-10-03 05:45:00,61.97,73.884,9.039,31.177 -2020-10-03 06:00:00,62.0,86.214,10.683,31.177 -2020-10-03 06:15:00,62.94,100.009,10.683,31.177 -2020-10-03 06:30:00,64.88,93.45,10.683,31.177 -2020-10-03 06:45:00,68.16,88.402,10.683,31.177 -2020-10-03 07:00:00,74.5,87.154,14.055,31.177 -2020-10-03 07:15:00,72.95,87.805,14.055,31.177 -2020-10-03 07:30:00,76.05,88.484,14.055,31.177 -2020-10-03 07:45:00,75.81,89.97200000000001,14.055,31.177 -2020-10-03 08:00:00,77.66,91.262,17.652,31.177 -2020-10-03 08:15:00,78.36,93.70299999999999,17.652,31.177 -2020-10-03 08:30:00,76.08,93.544,17.652,31.177 -2020-10-03 08:45:00,77.02,94.595,17.652,31.177 -2020-10-03 09:00:00,76.35,90.97,21.353,31.177 -2020-10-03 09:15:00,79.16,90.64,21.353,31.177 -2020-10-03 09:30:00,78.99,91.32799999999999,21.353,31.177 -2020-10-03 09:45:00,81.23,91.696,21.353,31.177 -2020-10-03 10:00:00,83.68,89.508,23.467,31.177 -2020-10-03 10:15:00,86.8,89.756,23.467,31.177 -2020-10-03 10:30:00,87.14,89.29700000000001,23.467,31.177 -2020-10-03 10:45:00,87.03,89.06,23.467,31.177 -2020-10-03 11:00:00,82.41,86.065,24.539,31.177 -2020-10-03 11:15:00,82.83,85.729,24.539,31.177 -2020-10-03 11:30:00,76.93,86.07799999999999,24.539,31.177 -2020-10-03 11:45:00,78.79,85.66799999999999,24.539,31.177 -2020-10-03 12:00:00,74.79,82.721,21.488000000000003,31.177 -2020-10-03 12:15:00,72.19,82.29799999999999,21.488000000000003,31.177 -2020-10-03 12:30:00,59.91,81.195,21.488000000000003,31.177 -2020-10-03 12:45:00,62.91,80.593,21.488000000000003,31.177 -2020-10-03 13:00:00,61.74,79.922,18.776,31.177 -2020-10-03 13:15:00,59.78,80.102,18.776,31.177 -2020-10-03 13:30:00,66.56,78.882,18.776,31.177 -2020-10-03 13:45:00,70.81,78.37899999999999,18.776,31.177 -2020-10-03 14:00:00,68.47,78.347,17.301,31.177 -2020-10-03 14:15:00,68.4,78.655,17.301,31.177 -2020-10-03 14:30:00,67.72,77.69800000000001,17.301,31.177 -2020-10-03 14:45:00,64.03,76.969,17.301,31.177 -2020-10-03 15:00:00,66.02,76.7,21.236,31.177 -2020-10-03 15:15:00,68.96,76.618,21.236,31.177 -2020-10-03 15:30:00,70.76,76.907,21.236,31.177 -2020-10-03 15:45:00,72.25,77.335,21.236,31.177 -2020-10-03 16:00:00,74.29,77.045,28.31,31.177 -2020-10-03 16:15:00,75.52,76.52199999999999,28.31,31.177 -2020-10-03 16:30:00,78.34,77.89699999999999,28.31,31.177 -2020-10-03 16:45:00,82.8,76.039,28.31,31.177 -2020-10-03 17:00:00,87.35,76.783,41.687,31.177 -2020-10-03 17:15:00,87.12,77.97,41.687,31.177 -2020-10-03 17:30:00,88.97,78.093,41.687,31.177 -2020-10-03 17:45:00,90.28,79.843,41.687,31.177 -2020-10-03 18:00:00,94.76,80.597,49.201,31.177 -2020-10-03 18:15:00,92.25,81.734,49.201,31.177 -2020-10-03 18:30:00,94.32,81.203,49.201,31.177 -2020-10-03 18:45:00,91.48,82.59100000000001,49.201,31.177 -2020-10-03 19:00:00,92.73,84.505,51.937,31.177 -2020-10-03 19:15:00,98.28,83.11,51.937,31.177 -2020-10-03 19:30:00,96.89,82.96,51.937,31.177 -2020-10-03 19:45:00,88.92,83.443,51.937,31.177 -2020-10-03 20:00:00,85.03,84.101,52.617,31.177 -2020-10-03 20:15:00,85.02,83.164,52.617,31.177 -2020-10-03 20:30:00,90.9,82.34700000000001,52.617,31.177 -2020-10-03 20:45:00,91.31,80.497,52.617,31.177 -2020-10-03 21:00:00,85.41,78.417,46.238,31.177 -2020-10-03 21:15:00,84.03,79.649,46.238,31.177 -2020-10-03 21:30:00,86.88,79.069,46.238,31.177 -2020-10-03 21:45:00,86.4,77.541,46.238,31.177 -2020-10-03 22:00:00,81.78,76.17,48.275,31.177 -2020-10-03 22:15:00,78.99,73.67,48.275,31.177 -2020-10-03 22:30:00,80.17,69.319,48.275,31.177 -2020-10-03 22:45:00,79.39,65.98899999999999,48.275,31.177 -2020-10-03 23:00:00,55.75,61.363,38.071999999999996,31.177 -2020-10-03 23:15:00,57.09,60.38399999999999,38.071999999999996,31.177 -2020-10-03 23:30:00,53.87,58.913999999999994,38.071999999999996,31.177 -2020-10-03 23:45:00,56.4,58.196000000000005,38.071999999999996,31.177 -2020-10-04 00:00:00,53.94,48.018,28.229,31.177 -2020-10-04 00:15:00,54.47,46.545,28.229,31.177 -2020-10-04 00:30:00,52.62,46.365,28.229,31.177 -2020-10-04 00:45:00,53.51,46.6,28.229,31.177 -2020-10-04 01:00:00,50.25,47.07899999999999,25.669,31.177 -2020-10-04 01:15:00,52.39,46.812,25.669,31.177 -2020-10-04 01:30:00,51.82,45.841,25.669,31.177 -2020-10-04 01:45:00,51.72,45.548,25.669,31.177 -2020-10-04 02:00:00,51.1,46.023999999999994,24.948,31.177 -2020-10-04 02:15:00,52.15,45.488,24.948,31.177 -2020-10-04 02:30:00,51.41,46.276,24.948,31.177 -2020-10-04 02:45:00,50.99,47.077,24.948,31.177 -2020-10-04 03:00:00,52.2,49.261,24.445,31.177 -2020-10-04 03:15:00,51.81,48.788000000000004,24.445,31.177 -2020-10-04 03:30:00,52.33,48.39,24.445,31.177 -2020-10-04 03:45:00,53.15,50.145,24.445,31.177 -2020-10-04 04:00:00,53.33,56.275,25.839000000000002,31.177 -2020-10-04 04:15:00,53.92,61.833,25.839000000000002,31.177 -2020-10-04 04:30:00,54.43,60.755,25.839000000000002,31.177 -2020-10-04 04:45:00,54.79,61.372,25.839000000000002,31.177 -2020-10-04 05:00:00,57.04,74.122,26.803,31.177 -2020-10-04 05:15:00,56.99,82.527,26.803,31.177 -2020-10-04 05:30:00,58.51,77.84100000000001,26.803,31.177 -2020-10-04 05:45:00,59.57,74.402,26.803,31.177 -2020-10-04 06:00:00,60.65,86.709,28.147,31.177 -2020-10-04 06:15:00,59.54,100.521,28.147,31.177 -2020-10-04 06:30:00,61.12,93.97399999999999,28.147,31.177 -2020-10-04 06:45:00,61.43,88.93,28.147,31.177 -2020-10-04 07:00:00,66.21,87.679,31.116,31.177 -2020-10-04 07:15:00,65.25,88.34700000000001,31.116,31.177 -2020-10-04 07:30:00,64.85,89.059,31.116,31.177 -2020-10-04 07:45:00,65.24,90.551,31.116,31.177 -2020-10-04 08:00:00,63.88,91.851,35.739000000000004,31.177 -2020-10-04 08:15:00,66.44,94.265,35.739000000000004,31.177 -2020-10-04 08:30:00,70.93,94.132,35.739000000000004,31.177 -2020-10-04 08:45:00,67.85,95.15899999999999,35.739000000000004,31.177 -2020-10-04 09:00:00,66.06,91.535,39.455999999999996,31.177 -2020-10-04 09:15:00,67.28,91.199,39.455999999999996,31.177 -2020-10-04 09:30:00,70.83,91.869,39.455999999999996,31.177 -2020-10-04 09:45:00,77.44,92.211,39.455999999999996,31.177 -2020-10-04 10:00:00,78.19,90.01700000000001,41.343999999999994,31.177 -2020-10-04 10:15:00,81.74,90.225,41.343999999999994,31.177 -2020-10-04 10:30:00,83.73,89.74799999999999,41.343999999999994,31.177 -2020-10-04 10:45:00,84.45,89.494,41.343999999999994,31.177 -2020-10-04 11:00:00,83.31,86.509,43.645,31.177 -2020-10-04 11:15:00,81.0,86.15299999999999,43.645,31.177 -2020-10-04 11:30:00,79.77,86.50200000000001,43.645,31.177 -2020-10-04 11:45:00,79.1,86.075,43.645,31.177 -2020-10-04 12:00:00,75.39,83.105,39.796,31.177 -2020-10-04 12:15:00,75.42,82.67200000000001,39.796,31.177 -2020-10-04 12:30:00,74.51,81.604,39.796,31.177 -2020-10-04 12:45:00,74.31,80.998,39.796,31.177 -2020-10-04 13:00:00,73.03,80.295,36.343,31.177 -2020-10-04 13:15:00,72.61,80.479,36.343,31.177 -2020-10-04 13:30:00,73.42,79.259,36.343,31.177 -2020-10-04 13:45:00,73.96,78.757,36.343,31.177 -2020-10-04 14:00:00,72.48,78.671,33.162,31.177 -2020-10-04 14:15:00,72.19,78.99600000000001,33.162,31.177 -2020-10-04 14:30:00,73.52,78.075,33.162,31.177 -2020-10-04 14:45:00,73.96,77.342,33.162,31.177 -2020-10-04 15:00:00,74.74,77.039,33.215,31.177 -2020-10-04 15:15:00,74.08,76.976,33.215,31.177 -2020-10-04 15:30:00,74.78,77.30199999999999,33.215,31.177 -2020-10-04 15:45:00,76.21,77.745,33.215,31.177 -2020-10-04 16:00:00,78.09,77.42,37.385999999999996,31.177 -2020-10-04 16:15:00,79.1,76.916,37.385999999999996,31.177 -2020-10-04 16:30:00,80.57,78.28699999999999,37.385999999999996,31.177 -2020-10-04 16:45:00,82.81,76.484,37.385999999999996,31.177 -2020-10-04 17:00:00,87.51,77.188,46.618,31.177 -2020-10-04 17:15:00,86.86,78.395,46.618,31.177 -2020-10-04 17:30:00,92.1,78.51899999999999,46.618,31.177 -2020-10-04 17:45:00,89.55,80.29,46.618,31.177 -2020-10-04 18:00:00,95.29,81.03,50.111000000000004,31.177 -2020-10-04 18:15:00,88.95,82.15100000000001,50.111000000000004,31.177 -2020-10-04 18:30:00,91.01,81.631,50.111000000000004,31.177 -2020-10-04 18:45:00,87.31,83.012,50.111000000000004,31.177 -2020-10-04 19:00:00,86.3,84.939,50.25,31.177 -2020-10-04 19:15:00,84.42,83.538,50.25,31.177 -2020-10-04 19:30:00,83.14,83.38,50.25,31.177 -2020-10-04 19:45:00,81.46,83.845,50.25,31.177 -2020-10-04 20:00:00,77.95,84.52600000000001,44.265,31.177 -2020-10-04 20:15:00,79.6,83.583,44.265,31.177 -2020-10-04 20:30:00,77.92,82.73899999999999,44.265,31.177 -2020-10-04 20:45:00,78.85,80.859,44.265,31.177 -2020-10-04 21:00:00,77.61,78.781,39.717,31.177 -2020-10-04 21:15:00,77.95,80.00399999999999,39.717,31.177 -2020-10-04 21:30:00,75.4,79.433,39.717,31.177 -2020-10-04 21:45:00,75.62,77.875,39.717,31.177 -2020-10-04 22:00:00,72.93,76.492,39.224000000000004,31.177 -2020-10-04 22:15:00,72.3,73.969,39.224000000000004,31.177 -2020-10-04 22:30:00,69.94,69.63,39.224000000000004,31.177 -2020-10-04 22:45:00,69.71,66.307,39.224000000000004,31.177 -2020-10-04 23:00:00,65.21,61.708999999999996,33.518,31.177 -2020-10-04 23:15:00,66.43,60.7,33.518,31.177 -2020-10-04 23:30:00,65.32,59.232,33.518,31.177 -2020-10-04 23:45:00,65.1,58.507,33.518,31.177 -2020-10-05 00:00:00,66.33,50.821999999999996,34.301,31.349 -2020-10-05 00:15:00,64.68,50.945,34.301,31.349 -2020-10-05 00:30:00,63.44,50.6,34.301,31.349 -2020-10-05 00:45:00,65.02,50.398,34.301,31.349 -2020-10-05 01:00:00,64.78,51.103,34.143,31.349 -2020-10-05 01:15:00,64.46,50.661,34.143,31.349 -2020-10-05 01:30:00,64.07,49.93899999999999,34.143,31.349 -2020-10-05 01:45:00,64.5,49.631,34.143,31.349 -2020-10-05 02:00:00,63.51,50.364,33.650999999999996,31.349 -2020-10-05 02:15:00,65.03,49.815,33.650999999999996,31.349 -2020-10-05 02:30:00,65.36,50.809,33.650999999999996,31.349 -2020-10-05 02:45:00,66.21,51.282,33.650999999999996,31.349 -2020-10-05 03:00:00,69.64,54.224,32.599000000000004,31.349 -2020-10-05 03:15:00,74.23,54.818999999999996,32.599000000000004,31.349 -2020-10-05 03:30:00,75.31,54.718,32.599000000000004,31.349 -2020-10-05 03:45:00,73.63,55.974,32.599000000000004,31.349 -2020-10-05 04:00:00,76.43,65.589,33.785,31.349 -2020-10-05 04:15:00,77.8,74.464,33.785,31.349 -2020-10-05 04:30:00,89.37,73.941,33.785,31.349 -2020-10-05 04:45:00,95.43,74.844,33.785,31.349 -2020-10-05 05:00:00,102.6,97.568,41.285,31.349 -2020-10-05 05:15:00,101.26,119.60700000000001,41.285,31.349 -2020-10-05 05:30:00,105.1,114.088,41.285,31.349 -2020-10-05 05:45:00,112.77,106.70100000000001,41.285,31.349 -2020-10-05 06:00:00,116.26,106.459,60.486000000000004,31.349 -2020-10-05 06:15:00,116.2,109.37,60.486000000000004,31.349 -2020-10-05 06:30:00,117.92,108.182,60.486000000000004,31.349 -2020-10-05 06:45:00,120.49,109.552,60.486000000000004,31.349 -2020-10-05 07:00:00,124.95,109.79,74.012,31.349 -2020-10-05 07:15:00,123.49,112.266,74.012,31.349 -2020-10-05 07:30:00,122.31,112.215,74.012,31.349 -2020-10-05 07:45:00,122.8,112.87799999999999,74.012,31.349 -2020-10-05 08:00:00,122.15,111.291,69.569,31.349 -2020-10-05 08:15:00,123.81,112.141,69.569,31.349 -2020-10-05 08:30:00,125.38,109.84100000000001,69.569,31.349 -2020-10-05 08:45:00,126.19,109.616,69.569,31.349 -2020-10-05 09:00:00,123.98,105.119,66.152,31.349 -2020-10-05 09:15:00,123.63,102.352,66.152,31.349 -2020-10-05 09:30:00,123.4,102.083,66.152,31.349 -2020-10-05 09:45:00,125.12,101.262,66.152,31.349 -2020-10-05 10:00:00,124.46,99.031,62.923,31.349 -2020-10-05 10:15:00,127.71,98.98,62.923,31.349 -2020-10-05 10:30:00,127.77,97.86399999999999,62.923,31.349 -2020-10-05 10:45:00,125.66,97.073,62.923,31.349 -2020-10-05 11:00:00,120.69,93.165,61.522,31.349 -2020-10-05 11:15:00,117.37,93.73,61.522,31.349 -2020-10-05 11:30:00,112.63,95.04799999999999,61.522,31.349 -2020-10-05 11:45:00,108.66,94.689,61.522,31.349 -2020-10-05 12:00:00,102.98,91.74600000000001,58.632,31.349 -2020-10-05 12:15:00,103.41,91.36,58.632,31.349 -2020-10-05 12:30:00,100.84,89.89299999999999,58.632,31.349 -2020-10-05 12:45:00,101.8,89.97,58.632,31.349 -2020-10-05 13:00:00,100.62,89.954,59.06,31.349 -2020-10-05 13:15:00,100.28,89.065,59.06,31.349 -2020-10-05 13:30:00,100.19,87.693,59.06,31.349 -2020-10-05 13:45:00,100.01,87.664,59.06,31.349 -2020-10-05 14:00:00,100.8,86.809,59.791000000000004,31.349 -2020-10-05 14:15:00,101.96,87.161,59.791000000000004,31.349 -2020-10-05 14:30:00,103.14,85.947,59.791000000000004,31.349 -2020-10-05 14:45:00,104.3,86.251,59.791000000000004,31.349 -2020-10-05 15:00:00,107.02,86.544,61.148,31.349 -2020-10-05 15:15:00,104.62,85.551,61.148,31.349 -2020-10-05 15:30:00,105.02,85.93,61.148,31.349 -2020-10-05 15:45:00,104.28,85.939,61.148,31.349 -2020-10-05 16:00:00,105.06,86.02600000000001,66.009,31.349 -2020-10-05 16:15:00,106.92,85.244,66.009,31.349 -2020-10-05 16:30:00,109.95,85.84,66.009,31.349 -2020-10-05 16:45:00,111.32,83.586,66.009,31.349 -2020-10-05 17:00:00,116.22,83.50299999999999,73.683,31.349 -2020-10-05 17:15:00,114.24,84.52600000000001,73.683,31.349 -2020-10-05 17:30:00,117.49,84.211,73.683,31.349 -2020-10-05 17:45:00,122.2,85.152,73.683,31.349 -2020-10-05 18:00:00,125.09,85.385,72.848,31.349 -2020-10-05 18:15:00,121.39,84.57,72.848,31.349 -2020-10-05 18:30:00,120.7,83.915,72.848,31.349 -2020-10-05 18:45:00,118.89,87.323,72.848,31.349 -2020-10-05 19:00:00,119.68,88.385,71.139,31.349 -2020-10-05 19:15:00,117.11,87.249,71.139,31.349 -2020-10-05 19:30:00,112.56,87.075,71.139,31.349 -2020-10-05 19:45:00,108.13,86.844,71.139,31.349 -2020-10-05 20:00:00,101.98,85.89200000000001,69.667,31.349 -2020-10-05 20:15:00,101.73,84.719,69.667,31.349 -2020-10-05 20:30:00,97.75,83.385,69.667,31.349 -2020-10-05 20:45:00,97.25,82.257,69.667,31.349 -2020-10-05 21:00:00,93.19,80.05,61.166000000000004,31.349 -2020-10-05 21:15:00,97.6,81.041,61.166000000000004,31.349 -2020-10-05 21:30:00,94.2,80.37899999999999,61.166000000000004,31.349 -2020-10-05 21:45:00,93.44,78.468,61.166000000000004,31.349 -2020-10-05 22:00:00,85.58,74.764,52.772,31.349 -2020-10-05 22:15:00,82.71,72.807,52.772,31.349 -2020-10-05 22:30:00,81.05,62.21,52.772,31.349 -2020-10-05 22:45:00,84.7,56.94,52.772,31.349 -2020-10-05 23:00:00,82.54,52.706,45.136,31.349 -2020-10-05 23:15:00,82.36,51.802,45.136,31.349 -2020-10-05 23:30:00,74.67,51.42,45.136,31.349 -2020-10-05 23:45:00,79.64,51.446999999999996,45.136,31.349 -2020-10-06 00:00:00,78.11,49.55,47.35,31.349 -2020-10-06 00:15:00,81.09,50.716,47.35,31.349 -2020-10-06 00:30:00,75.23,50.428000000000004,47.35,31.349 -2020-10-06 00:45:00,74.03,50.303999999999995,47.35,31.349 -2020-10-06 01:00:00,70.95,50.623999999999995,43.424,31.349 -2020-10-06 01:15:00,79.65,50.096000000000004,43.424,31.349 -2020-10-06 01:30:00,79.59,49.382,43.424,31.349 -2020-10-06 01:45:00,78.21,48.891999999999996,43.424,31.349 -2020-10-06 02:00:00,72.09,49.352,41.778999999999996,31.349 -2020-10-06 02:15:00,78.09,49.449,41.778999999999996,31.349 -2020-10-06 02:30:00,79.6,49.968999999999994,41.778999999999996,31.349 -2020-10-06 02:45:00,79.98,50.633,41.778999999999996,31.349 -2020-10-06 03:00:00,79.25,52.776,40.771,31.349 -2020-10-06 03:15:00,82.62,53.61,40.771,31.349 -2020-10-06 03:30:00,83.6,53.68,40.771,31.349 -2020-10-06 03:45:00,83.88,54.345,40.771,31.349 -2020-10-06 04:00:00,83.35,63.176,41.816,31.349 -2020-10-06 04:15:00,89.08,71.957,41.816,31.349 -2020-10-06 04:30:00,94.83,71.24600000000001,41.816,31.349 -2020-10-06 04:45:00,100.98,72.905,41.816,31.349 -2020-10-06 05:00:00,99.83,98.514,45.842,31.349 -2020-10-06 05:15:00,101.8,120.931,45.842,31.349 -2020-10-06 05:30:00,108.7,114.943,45.842,31.349 -2020-10-06 05:45:00,110.57,107.079,45.842,31.349 -2020-10-06 06:00:00,117.91,106.995,59.12,31.349 -2020-10-06 06:15:00,116.24,110.652,59.12,31.349 -2020-10-06 06:30:00,118.48,109.045,59.12,31.349 -2020-10-06 06:45:00,119.02,109.751,59.12,31.349 -2020-10-06 07:00:00,123.59,110.00200000000001,70.33,31.349 -2020-10-06 07:15:00,121.19,112.28299999999999,70.33,31.349 -2020-10-06 07:30:00,117.92,112.06200000000001,70.33,31.349 -2020-10-06 07:45:00,117.6,112.25200000000001,70.33,31.349 -2020-10-06 08:00:00,114.16,110.685,67.788,31.349 -2020-10-06 08:15:00,114.34,110.84,67.788,31.349 -2020-10-06 08:30:00,118.79,108.587,67.788,31.349 -2020-10-06 08:45:00,121.22,107.713,67.788,31.349 -2020-10-06 09:00:00,113.61,103.059,62.622,31.349 -2020-10-06 09:15:00,114.17,100.876,62.622,31.349 -2020-10-06 09:30:00,117.63,101.25,62.622,31.349 -2020-10-06 09:45:00,116.96,101.04799999999999,62.622,31.349 -2020-10-06 10:00:00,111.74,97.815,60.887,31.349 -2020-10-06 10:15:00,115.0,97.189,60.887,31.349 -2020-10-06 10:30:00,113.09,96.147,60.887,31.349 -2020-10-06 10:45:00,113.9,95.99799999999999,60.887,31.349 -2020-10-06 11:00:00,115.53,92.74600000000001,59.812,31.349 -2020-10-06 11:15:00,116.95,93.359,59.812,31.349 -2020-10-06 11:30:00,115.24,93.559,59.812,31.349 -2020-10-06 11:45:00,109.97,93.256,59.812,31.349 -2020-10-06 12:00:00,105.42,89.58,56.614,31.349 -2020-10-06 12:15:00,102.97,89.16799999999999,56.614,31.349 -2020-10-06 12:30:00,103.1,88.50299999999999,56.614,31.349 -2020-10-06 12:45:00,106.67,88.796,56.614,31.349 -2020-10-06 13:00:00,103.21,88.37899999999999,56.824,31.349 -2020-10-06 13:15:00,101.73,88.26,56.824,31.349 -2020-10-06 13:30:00,102.74,87.40100000000001,56.824,31.349 -2020-10-06 13:45:00,104.36,86.963,56.824,31.349 -2020-10-06 14:00:00,104.47,86.411,57.623999999999995,31.349 -2020-10-06 14:15:00,105.34,86.749,57.623999999999995,31.349 -2020-10-06 14:30:00,104.12,86.022,57.623999999999995,31.349 -2020-10-06 14:45:00,104.25,85.884,57.623999999999995,31.349 -2020-10-06 15:00:00,104.24,85.866,59.724,31.349 -2020-10-06 15:15:00,105.47,85.515,59.724,31.349 -2020-10-06 15:30:00,105.21,85.925,59.724,31.349 -2020-10-06 15:45:00,107.87,85.944,59.724,31.349 -2020-10-06 16:00:00,110.19,85.816,61.64,31.349 -2020-10-06 16:15:00,113.18,85.307,61.64,31.349 -2020-10-06 16:30:00,112.84,85.98299999999999,61.64,31.349 -2020-10-06 16:45:00,115.02,84.288,61.64,31.349 -2020-10-06 17:00:00,119.5,84.516,68.962,31.349 -2020-10-06 17:15:00,116.33,85.795,68.962,31.349 -2020-10-06 17:30:00,121.99,85.531,68.962,31.349 -2020-10-06 17:45:00,123.39,86.258,68.962,31.349 -2020-10-06 18:00:00,127.05,85.90100000000001,69.149,31.349 -2020-10-06 18:15:00,122.1,85.682,69.149,31.349 -2020-10-06 18:30:00,121.85,84.766,69.149,31.349 -2020-10-06 18:45:00,120.37,88.39,69.149,31.349 -2020-10-06 19:00:00,118.45,88.83200000000001,68.832,31.349 -2020-10-06 19:15:00,118.71,87.679,68.832,31.349 -2020-10-06 19:30:00,115.61,87.10600000000001,68.832,31.349 -2020-10-06 19:45:00,112.12,87.06,68.832,31.349 -2020-10-06 20:00:00,100.95,86.41799999999999,66.403,31.349 -2020-10-06 20:15:00,100.94,84.17299999999999,66.403,31.349 -2020-10-06 20:30:00,98.55,83.243,66.403,31.349 -2020-10-06 20:45:00,98.12,82.089,66.403,31.349 -2020-10-06 21:00:00,91.59,80.08800000000001,57.352,31.349 -2020-10-06 21:15:00,90.82,80.605,57.352,31.349 -2020-10-06 21:30:00,87.87,79.758,57.352,31.349 -2020-10-06 21:45:00,90.21,78.021,57.352,31.349 -2020-10-06 22:00:00,90.01,75.087,51.148999999999994,31.349 -2020-10-06 22:15:00,89.32,72.814,51.148999999999994,31.349 -2020-10-06 22:30:00,85.07,62.431999999999995,51.148999999999994,31.349 -2020-10-06 22:45:00,83.99,57.276,51.148999999999994,31.349 -2020-10-06 23:00:00,78.1,52.643,41.8,31.349 -2020-10-06 23:15:00,82.01,52.229,41.8,31.349 -2020-10-06 23:30:00,84.4,51.70399999999999,41.8,31.349 -2020-10-06 23:45:00,87.64,51.651,41.8,31.349 -2020-10-07 00:00:00,80.25,49.86,42.269,31.349 -2020-10-07 00:15:00,80.19,51.019,42.269,31.349 -2020-10-07 00:30:00,81.39,50.736999999999995,42.269,31.349 -2020-10-07 00:45:00,86.62,50.611999999999995,42.269,31.349 -2020-10-07 01:00:00,82.23,50.937,38.527,31.349 -2020-10-07 01:15:00,79.29,50.428999999999995,38.527,31.349 -2020-10-07 01:30:00,81.05,49.733000000000004,38.527,31.349 -2020-10-07 01:45:00,83.23,49.24100000000001,38.527,31.349 -2020-10-07 02:00:00,83.52,49.708,36.393,31.349 -2020-10-07 02:15:00,82.09,49.821000000000005,36.393,31.349 -2020-10-07 02:30:00,79.19,50.321999999999996,36.393,31.349 -2020-10-07 02:45:00,79.81,50.982,36.393,31.349 -2020-10-07 03:00:00,86.92,53.113,36.167,31.349 -2020-10-07 03:15:00,87.2,53.966,36.167,31.349 -2020-10-07 03:30:00,88.26,54.038999999999994,36.167,31.349 -2020-10-07 03:45:00,86.31,54.68600000000001,36.167,31.349 -2020-10-07 04:00:00,94.04,63.54600000000001,38.092,31.349 -2020-10-07 04:15:00,97.41,72.358,38.092,31.349 -2020-10-07 04:30:00,98.81,71.648,38.092,31.349 -2020-10-07 04:45:00,98.37,73.316,38.092,31.349 -2020-10-07 05:00:00,104.2,99.01,42.268,31.349 -2020-10-07 05:15:00,110.49,121.51100000000001,42.268,31.349 -2020-10-07 05:30:00,112.99,115.508,42.268,31.349 -2020-10-07 05:45:00,120.34,107.602,42.268,31.349 -2020-10-07 06:00:00,123.12,107.494,60.158,31.349 -2020-10-07 06:15:00,115.11,111.17,60.158,31.349 -2020-10-07 06:30:00,121.4,109.574,60.158,31.349 -2020-10-07 06:45:00,121.67,110.28299999999999,60.158,31.349 -2020-10-07 07:00:00,123.41,110.53299999999999,74.792,31.349 -2020-10-07 07:15:00,121.71,112.82700000000001,74.792,31.349 -2020-10-07 07:30:00,121.33,112.64,74.792,31.349 -2020-10-07 07:45:00,119.53,112.833,74.792,31.349 -2020-10-07 08:00:00,115.82,111.277,70.499,31.349 -2020-10-07 08:15:00,116.66,111.404,70.499,31.349 -2020-10-07 08:30:00,116.5,109.17399999999999,70.499,31.349 -2020-10-07 08:45:00,116.09,108.279,70.499,31.349 -2020-10-07 09:00:00,113.61,103.625,68.892,31.349 -2020-10-07 09:15:00,113.03,101.435,68.892,31.349 -2020-10-07 09:30:00,112.32,101.794,68.892,31.349 -2020-10-07 09:45:00,113.24,101.564,68.892,31.349 -2020-10-07 10:00:00,113.52,98.324,66.88600000000001,31.349 -2020-10-07 10:15:00,116.01,97.65799999999999,66.88600000000001,31.349 -2020-10-07 10:30:00,112.9,96.59899999999999,66.88600000000001,31.349 -2020-10-07 10:45:00,113.01,96.432,66.88600000000001,31.349 -2020-10-07 11:00:00,110.74,93.19,66.187,31.349 -2020-10-07 11:15:00,107.17,93.78399999999999,66.187,31.349 -2020-10-07 11:30:00,106.12,93.98299999999999,66.187,31.349 -2020-10-07 11:45:00,106.28,93.664,66.187,31.349 -2020-10-07 12:00:00,103.85,89.963,62.18,31.349 -2020-10-07 12:15:00,104.47,89.54299999999999,62.18,31.349 -2020-10-07 12:30:00,103.29,88.913,62.18,31.349 -2020-10-07 12:45:00,104.27,89.20200000000001,62.18,31.349 -2020-10-07 13:00:00,103.01,88.75399999999999,62.23,31.349 -2020-10-07 13:15:00,102.19,88.63799999999999,62.23,31.349 -2020-10-07 13:30:00,102.91,87.77799999999999,62.23,31.349 -2020-10-07 13:45:00,103.83,87.34,62.23,31.349 -2020-10-07 14:00:00,104.04,86.73700000000001,63.721000000000004,31.349 -2020-10-07 14:15:00,103.67,87.09,63.721000000000004,31.349 -2020-10-07 14:30:00,102.78,86.399,63.721000000000004,31.349 -2020-10-07 14:45:00,102.93,86.258,63.721000000000004,31.349 -2020-10-07 15:00:00,104.88,86.205,66.523,31.349 -2020-10-07 15:15:00,108.17,85.874,66.523,31.349 -2020-10-07 15:30:00,106.16,86.321,66.523,31.349 -2020-10-07 15:45:00,106.9,86.355,66.523,31.349 -2020-10-07 16:00:00,110.44,86.19200000000001,69.679,31.349 -2020-10-07 16:15:00,110.4,85.70200000000001,69.679,31.349 -2020-10-07 16:30:00,112.36,86.374,69.679,31.349 -2020-10-07 16:45:00,114.77,84.734,69.679,31.349 -2020-10-07 17:00:00,117.12,84.92200000000001,75.04,31.349 -2020-10-07 17:15:00,116.68,86.22,75.04,31.349 -2020-10-07 17:30:00,121.96,85.959,75.04,31.349 -2020-10-07 17:45:00,123.54,86.70700000000001,75.04,31.349 -2020-10-07 18:00:00,125.9,86.336,75.915,31.349 -2020-10-07 18:15:00,122.45,86.101,75.915,31.349 -2020-10-07 18:30:00,122.89,85.197,75.915,31.349 -2020-10-07 18:45:00,119.42,88.81299999999999,75.915,31.349 -2020-10-07 19:00:00,114.78,89.26799999999999,74.66,31.349 -2020-10-07 19:15:00,112.06,88.11,74.66,31.349 -2020-10-07 19:30:00,107.91,87.527,74.66,31.349 -2020-10-07 19:45:00,108.91,87.464,74.66,31.349 -2020-10-07 20:00:00,101.7,86.845,71.204,31.349 -2020-10-07 20:15:00,104.07,84.595,71.204,31.349 -2020-10-07 20:30:00,101.57,83.637,71.204,31.349 -2020-10-07 20:45:00,99.17,82.454,71.204,31.349 -2020-10-07 21:00:00,94.53,80.454,61.052,31.349 -2020-10-07 21:15:00,94.88,80.96,61.052,31.349 -2020-10-07 21:30:00,96.49,80.123,61.052,31.349 -2020-10-07 21:45:00,95.82,78.357,61.052,31.349 -2020-10-07 22:00:00,91.81,75.411,54.691,31.349 -2020-10-07 22:15:00,85.9,73.115,54.691,31.349 -2020-10-07 22:30:00,83.52,62.748000000000005,54.691,31.349 -2020-10-07 22:45:00,79.93,57.597,54.691,31.349 -2020-10-07 23:00:00,76.11,52.993,45.18,31.349 -2020-10-07 23:15:00,76.08,52.548,45.18,31.349 -2020-10-07 23:30:00,75.38,52.023999999999994,45.18,31.349 -2020-10-07 23:45:00,79.99,51.966,45.18,31.349 -2020-10-08 00:00:00,79.69,50.172,42.746,31.349 -2020-10-08 00:15:00,79.41,51.321000000000005,42.746,31.349 -2020-10-08 00:30:00,77.72,51.048,42.746,31.349 -2020-10-08 00:45:00,77.1,50.92,42.746,31.349 -2020-10-08 01:00:00,77.16,51.248999999999995,40.025999999999996,31.349 -2020-10-08 01:15:00,79.65,50.761,40.025999999999996,31.349 -2020-10-08 01:30:00,78.99,50.083999999999996,40.025999999999996,31.349 -2020-10-08 01:45:00,73.79,49.59,40.025999999999996,31.349 -2020-10-08 02:00:00,79.29,50.065,38.154,31.349 -2020-10-08 02:15:00,80.26,50.193999999999996,38.154,31.349 -2020-10-08 02:30:00,78.95,50.676,38.154,31.349 -2020-10-08 02:45:00,76.08,51.33,38.154,31.349 -2020-10-08 03:00:00,75.33,53.449,37.575,31.349 -2020-10-08 03:15:00,82.42,54.321999999999996,37.575,31.349 -2020-10-08 03:30:00,84.01,54.4,37.575,31.349 -2020-10-08 03:45:00,86.07,55.028,37.575,31.349 -2020-10-08 04:00:00,84.0,63.916000000000004,39.154,31.349 -2020-10-08 04:15:00,90.23,72.76100000000001,39.154,31.349 -2020-10-08 04:30:00,94.69,72.051,39.154,31.349 -2020-10-08 04:45:00,97.5,73.727,39.154,31.349 -2020-10-08 05:00:00,97.92,99.507,44.085,31.349 -2020-10-08 05:15:00,101.71,122.09299999999999,44.085,31.349 -2020-10-08 05:30:00,107.92,116.074,44.085,31.349 -2020-10-08 05:45:00,111.57,108.126,44.085,31.349 -2020-10-08 06:00:00,116.78,107.995,57.49,31.349 -2020-10-08 06:15:00,114.86,111.68700000000001,57.49,31.349 -2020-10-08 06:30:00,114.18,110.105,57.49,31.349 -2020-10-08 06:45:00,118.63,110.81700000000001,57.49,31.349 -2020-10-08 07:00:00,120.92,111.065,73.617,31.349 -2020-10-08 07:15:00,119.12,113.374,73.617,31.349 -2020-10-08 07:30:00,117.33,113.219,73.617,31.349 -2020-10-08 07:45:00,116.58,113.415,73.617,31.349 -2020-10-08 08:00:00,115.2,111.869,69.281,31.349 -2020-10-08 08:15:00,114.49,111.969,69.281,31.349 -2020-10-08 08:30:00,113.74,109.76299999999999,69.281,31.349 -2020-10-08 08:45:00,113.82,108.845,69.281,31.349 -2020-10-08 09:00:00,111.25,104.189,63.926,31.349 -2020-10-08 09:15:00,110.51,101.995,63.926,31.349 -2020-10-08 09:30:00,110.18,102.336,63.926,31.349 -2020-10-08 09:45:00,110.35,102.079,63.926,31.349 -2020-10-08 10:00:00,108.45,98.833,59.442,31.349 -2020-10-08 10:15:00,109.67,98.12799999999999,59.442,31.349 -2020-10-08 10:30:00,108.62,97.05,59.442,31.349 -2020-10-08 10:45:00,107.19,96.867,59.442,31.349 -2020-10-08 11:00:00,105.31,93.634,56.771,31.349 -2020-10-08 11:15:00,106.63,94.209,56.771,31.349 -2020-10-08 11:30:00,106.21,94.40700000000001,56.771,31.349 -2020-10-08 11:45:00,108.79,94.072,56.771,31.349 -2020-10-08 12:00:00,101.41,90.34700000000001,53.701,31.349 -2020-10-08 12:15:00,101.81,89.917,53.701,31.349 -2020-10-08 12:30:00,99.91,89.323,53.701,31.349 -2020-10-08 12:45:00,100.67,89.609,53.701,31.349 -2020-10-08 13:00:00,99.91,89.12799999999999,52.364,31.349 -2020-10-08 13:15:00,100.85,89.016,52.364,31.349 -2020-10-08 13:30:00,99.77,88.156,52.364,31.349 -2020-10-08 13:45:00,102.06,87.71799999999999,52.364,31.349 -2020-10-08 14:00:00,101.66,87.06200000000001,53.419,31.349 -2020-10-08 14:15:00,102.04,87.431,53.419,31.349 -2020-10-08 14:30:00,101.37,86.77600000000001,53.419,31.349 -2020-10-08 14:45:00,102.03,86.632,53.419,31.349 -2020-10-08 15:00:00,102.38,86.545,56.744,31.349 -2020-10-08 15:15:00,106.15,86.235,56.744,31.349 -2020-10-08 15:30:00,105.14,86.71700000000001,56.744,31.349 -2020-10-08 15:45:00,106.58,86.766,56.744,31.349 -2020-10-08 16:00:00,108.41,86.568,60.458,31.349 -2020-10-08 16:15:00,109.23,86.09700000000001,60.458,31.349 -2020-10-08 16:30:00,111.33,86.765,60.458,31.349 -2020-10-08 16:45:00,112.69,85.179,60.458,31.349 -2020-10-08 17:00:00,117.22,85.32600000000001,66.295,31.349 -2020-10-08 17:15:00,114.98,86.646,66.295,31.349 -2020-10-08 17:30:00,121.72,86.387,66.295,31.349 -2020-10-08 17:45:00,122.79,87.156,66.295,31.349 -2020-10-08 18:00:00,124.63,86.772,68.468,31.349 -2020-10-08 18:15:00,124.71,86.521,68.468,31.349 -2020-10-08 18:30:00,121.3,85.62799999999999,68.468,31.349 -2020-10-08 18:45:00,120.86,89.238,68.468,31.349 -2020-10-08 19:00:00,121.84,89.704,66.39399999999999,31.349 -2020-10-08 19:15:00,118.99,88.54,66.39399999999999,31.349 -2020-10-08 19:30:00,110.25,87.949,66.39399999999999,31.349 -2020-10-08 19:45:00,112.82,87.868,66.39399999999999,31.349 -2020-10-08 20:00:00,104.39,87.273,63.183,31.349 -2020-10-08 20:15:00,104.11,85.01700000000001,63.183,31.349 -2020-10-08 20:30:00,96.44,84.031,63.183,31.349 -2020-10-08 20:45:00,97.74,82.82,63.183,31.349 -2020-10-08 21:00:00,95.47,80.82,55.133,31.349 -2020-10-08 21:15:00,94.29,81.316,55.133,31.349 -2020-10-08 21:30:00,88.11,80.48899999999999,55.133,31.349 -2020-10-08 21:45:00,94.31,78.695,55.133,31.349 -2020-10-08 22:00:00,86.54,75.735,50.111999999999995,31.349 -2020-10-08 22:15:00,84.64,73.417,50.111999999999995,31.349 -2020-10-08 22:30:00,84.73,63.065,50.111999999999995,31.349 -2020-10-08 22:45:00,80.12,57.919,50.111999999999995,31.349 -2020-10-08 23:00:00,82.03,53.343,44.536,31.349 -2020-10-08 23:15:00,83.35,52.867,44.536,31.349 -2020-10-08 23:30:00,82.16,52.345,44.536,31.349 -2020-10-08 23:45:00,78.69,52.281000000000006,44.536,31.349 -2020-10-09 00:00:00,78.1,49.02,42.291000000000004,31.349 -2020-10-09 00:15:00,79.85,50.364,42.291000000000004,31.349 -2020-10-09 00:30:00,79.77,50.202,42.291000000000004,31.349 -2020-10-09 00:45:00,76.69,50.361999999999995,42.291000000000004,31.349 -2020-10-09 01:00:00,73.43,50.349,41.008,31.349 -2020-10-09 01:15:00,80.07,49.895,41.008,31.349 -2020-10-09 01:30:00,78.35,49.56100000000001,41.008,31.349 -2020-10-09 01:45:00,75.18,48.961999999999996,41.008,31.349 -2020-10-09 02:00:00,76.68,50.022,39.521,31.349 -2020-10-09 02:15:00,74.18,50.09,39.521,31.349 -2020-10-09 02:30:00,79.65,51.242,39.521,31.349 -2020-10-09 02:45:00,79.83,51.511,39.521,31.349 -2020-10-09 03:00:00,80.63,53.677,39.812,31.349 -2020-10-09 03:15:00,76.92,54.235,39.812,31.349 -2020-10-09 03:30:00,78.86,54.17,39.812,31.349 -2020-10-09 03:45:00,81.09,55.42,39.812,31.349 -2020-10-09 04:00:00,87.69,64.506,41.22,31.349 -2020-10-09 04:15:00,90.33,72.376,41.22,31.349 -2020-10-09 04:30:00,89.24,72.312,41.22,31.349 -2020-10-09 04:45:00,95.09,73.171,41.22,31.349 -2020-10-09 05:00:00,107.98,98.257,45.115,31.349 -2020-10-09 05:15:00,110.72,122.072,45.115,31.349 -2020-10-09 05:30:00,111.56,116.56299999999999,45.115,31.349 -2020-10-09 05:45:00,111.91,108.28200000000001,45.115,31.349 -2020-10-09 06:00:00,119.82,108.445,59.06100000000001,31.349 -2020-10-09 06:15:00,118.17,111.68,59.06100000000001,31.349 -2020-10-09 06:30:00,118.58,109.745,59.06100000000001,31.349 -2020-10-09 06:45:00,120.01,111.014,59.06100000000001,31.349 -2020-10-09 07:00:00,122.14,111.315,71.874,31.349 -2020-10-09 07:15:00,120.54,114.571,71.874,31.349 -2020-10-09 07:30:00,118.81,113.26100000000001,71.874,31.349 -2020-10-09 07:45:00,118.12,112.98,71.874,31.349 -2020-10-09 08:00:00,116.07,111.43299999999999,68.439,31.349 -2020-10-09 08:15:00,113.32,111.71600000000001,68.439,31.349 -2020-10-09 08:30:00,113.35,109.887,68.439,31.349 -2020-10-09 08:45:00,116.44,108.208,68.439,31.349 -2020-10-09 09:00:00,120.09,102.461,65.523,31.349 -2020-10-09 09:15:00,119.56,101.556,65.523,31.349 -2020-10-09 09:30:00,119.2,101.32,65.523,31.349 -2020-10-09 09:45:00,120.05,101.2,65.523,31.349 -2020-10-09 10:00:00,118.05,97.335,62.005,31.349 -2020-10-09 10:15:00,120.4,96.78399999999999,62.005,31.349 -2020-10-09 10:30:00,117.17,95.949,62.005,31.349 -2020-10-09 10:45:00,113.01,95.501,62.005,31.349 -2020-10-09 11:00:00,109.41,92.38600000000001,60.351000000000006,31.349 -2020-10-09 11:15:00,112.78,91.969,60.351000000000006,31.349 -2020-10-09 11:30:00,116.56,92.76799999999999,60.351000000000006,31.349 -2020-10-09 11:45:00,115.51,91.935,60.351000000000006,31.349 -2020-10-09 12:00:00,112.96,88.92399999999999,55.331,31.349 -2020-10-09 12:15:00,112.0,87.18700000000001,55.331,31.349 -2020-10-09 12:30:00,109.13,86.762,55.331,31.349 -2020-10-09 12:45:00,106.59,86.881,55.331,31.349 -2020-10-09 13:00:00,98.34,87.105,53.361999999999995,31.349 -2020-10-09 13:15:00,98.84,87.469,53.361999999999995,31.349 -2020-10-09 13:30:00,99.07,87.02,53.361999999999995,31.349 -2020-10-09 13:45:00,99.93,86.71,53.361999999999995,31.349 -2020-10-09 14:00:00,99.24,85.06299999999999,51.708,31.349 -2020-10-09 14:15:00,99.81,85.588,51.708,31.349 -2020-10-09 14:30:00,100.03,85.976,51.708,31.349 -2020-10-09 14:45:00,101.58,85.617,51.708,31.349 -2020-10-09 15:00:00,101.74,85.23100000000001,54.571000000000005,31.349 -2020-10-09 15:15:00,104.75,84.615,54.571000000000005,31.349 -2020-10-09 15:30:00,101.76,84.139,54.571000000000005,31.349 -2020-10-09 15:45:00,104.43,84.66,54.571000000000005,31.349 -2020-10-09 16:00:00,106.95,83.49,58.662,31.349 -2020-10-09 16:15:00,108.48,83.429,58.662,31.349 -2020-10-09 16:30:00,109.76,84.04,58.662,31.349 -2020-10-09 16:45:00,111.36,82.041,58.662,31.349 -2020-10-09 17:00:00,113.98,83.177,65.941,31.349 -2020-10-09 17:15:00,116.0,84.243,65.941,31.349 -2020-10-09 17:30:00,116.08,83.93700000000001,65.941,31.349 -2020-10-09 17:45:00,120.05,84.536,65.941,31.349 -2020-10-09 18:00:00,122.43,84.505,65.628,31.349 -2020-10-09 18:15:00,118.95,83.552,65.628,31.349 -2020-10-09 18:30:00,120.14,82.779,65.628,31.349 -2020-10-09 18:45:00,116.46,86.61200000000001,65.628,31.349 -2020-10-09 19:00:00,110.08,87.984,63.662,31.349 -2020-10-09 19:15:00,107.3,87.711,63.662,31.349 -2020-10-09 19:30:00,102.67,86.975,63.662,31.349 -2020-10-09 19:45:00,102.52,86.115,63.662,31.349 -2020-10-09 20:00:00,94.57,85.47399999999999,61.945,31.349 -2020-10-09 20:15:00,92.41,83.66,61.945,31.349 -2020-10-09 20:30:00,93.56,82.355,61.945,31.349 -2020-10-09 20:45:00,88.21,80.892,61.945,31.349 -2020-10-09 21:00:00,83.31,79.843,53.903,31.349 -2020-10-09 21:15:00,83.13,81.453,53.903,31.349 -2020-10-09 21:30:00,83.95,80.569,53.903,31.349 -2020-10-09 21:45:00,86.18,79.085,53.903,31.349 -2020-10-09 22:00:00,80.94,76.436,48.403999999999996,31.349 -2020-10-09 22:15:00,79.92,73.9,48.403999999999996,31.349 -2020-10-09 22:30:00,73.84,68.861,48.403999999999996,31.349 -2020-10-09 22:45:00,69.3,65.65100000000001,48.403999999999996,31.349 -2020-10-09 23:00:00,66.03,61.873999999999995,41.07,31.349 -2020-10-09 23:15:00,66.63,59.684,41.07,31.349 -2020-10-09 23:30:00,71.33,57.535,41.07,31.349 -2020-10-09 23:45:00,72.04,57.123999999999995,41.07,31.349 -2020-10-10 00:00:00,68.05,48.924,38.989000000000004,31.177 -2020-10-10 00:15:00,66.03,48.18899999999999,38.989000000000004,31.177 -2020-10-10 00:30:00,63.47,48.287,38.989000000000004,31.177 -2020-10-10 00:45:00,70.67,48.302,38.989000000000004,31.177 -2020-10-10 01:00:00,68.97,48.708,35.275,31.177 -2020-10-10 01:15:00,68.98,48.229,35.275,31.177 -2020-10-10 01:30:00,62.64,47.24100000000001,35.275,31.177 -2020-10-10 01:45:00,63.19,47.28,35.275,31.177 -2020-10-10 02:00:00,60.49,48.051,32.838,31.177 -2020-10-10 02:15:00,67.91,47.53,32.838,31.177 -2020-10-10 02:30:00,68.09,47.768,32.838,31.177 -2020-10-10 02:45:00,61.18,48.528999999999996,32.838,31.177 -2020-10-10 03:00:00,60.57,50.135,32.418,31.177 -2020-10-10 03:15:00,60.96,49.832,32.418,31.177 -2020-10-10 03:30:00,60.75,49.342,32.418,31.177 -2020-10-10 03:45:00,61.33,51.481,32.418,31.177 -2020-10-10 04:00:00,63.26,57.9,32.099000000000004,31.177 -2020-10-10 04:15:00,62.9,64.293,32.099000000000004,31.177 -2020-10-10 04:30:00,62.36,62.413000000000004,32.099000000000004,31.177 -2020-10-10 04:45:00,64.21,63.248000000000005,32.099000000000004,31.177 -2020-10-10 05:00:00,67.64,77.72,32.926,31.177 -2020-10-10 05:15:00,68.34,87.98899999999999,32.926,31.177 -2020-10-10 05:30:00,67.96,83.508,32.926,31.177 -2020-10-10 05:45:00,69.98,79.889,32.926,31.177 -2020-10-10 06:00:00,70.7,93.516,35.069,31.177 -2020-10-10 06:15:00,73.22,107.594,35.069,31.177 -2020-10-10 06:30:00,74.31,101.949,35.069,31.177 -2020-10-10 06:45:00,77.52,97.90799999999999,35.069,31.177 -2020-10-10 07:00:00,79.57,95.572,40.906,31.177 -2020-10-10 07:15:00,80.64,97.601,40.906,31.177 -2020-10-10 07:30:00,80.5,98.264,40.906,31.177 -2020-10-10 07:45:00,81.73,100.09,40.906,31.177 -2020-10-10 08:00:00,80.79,100.335,46.603,31.177 -2020-10-10 08:15:00,80.92,101.959,46.603,31.177 -2020-10-10 08:30:00,80.69,100.809,46.603,31.177 -2020-10-10 08:45:00,79.3,100.93,46.603,31.177 -2020-10-10 09:00:00,80.93,97.544,49.935,31.177 -2020-10-10 09:15:00,78.7,97.215,49.935,31.177 -2020-10-10 09:30:00,77.39,97.61399999999999,49.935,31.177 -2020-10-10 09:45:00,77.01,97.289,49.935,31.177 -2020-10-10 10:00:00,75.49,93.726,47.585,31.177 -2020-10-10 10:15:00,76.27,93.39399999999999,47.585,31.177 -2020-10-10 10:30:00,75.48,92.43299999999999,47.585,31.177 -2020-10-10 10:45:00,75.32,92.353,47.585,31.177 -2020-10-10 11:00:00,73.13,89.22200000000001,43.376999999999995,31.177 -2020-10-10 11:15:00,72.55,88.932,43.376999999999995,31.177 -2020-10-10 11:30:00,69.49,89.382,43.376999999999995,31.177 -2020-10-10 11:45:00,71.73,88.456,43.376999999999995,31.177 -2020-10-10 12:00:00,67.21,85.07799999999999,40.855,31.177 -2020-10-10 12:15:00,65.23,84.057,40.855,31.177 -2020-10-10 12:30:00,64.52,83.74700000000001,40.855,31.177 -2020-10-10 12:45:00,64.43,83.87899999999999,40.855,31.177 -2020-10-10 13:00:00,62.06,83.459,37.251,31.177 -2020-10-10 13:15:00,63.54,82.611,37.251,31.177 -2020-10-10 13:30:00,64.24,82.051,37.251,31.177 -2020-10-10 13:45:00,65.9,81.27199999999999,37.251,31.177 -2020-10-10 14:00:00,65.04,80.149,38.548,31.177 -2020-10-10 14:15:00,65.98,79.81,38.548,31.177 -2020-10-10 14:30:00,67.11,79.18,38.548,31.177 -2020-10-10 14:45:00,68.17,79.163,38.548,31.177 -2020-10-10 15:00:00,68.93,79.266,42.883,31.177 -2020-10-10 15:15:00,68.68,79.398,42.883,31.177 -2020-10-10 15:30:00,70.26,79.771,42.883,31.177 -2020-10-10 15:45:00,73.92,79.848,42.883,31.177 -2020-10-10 16:00:00,76.34,79.433,48.143,31.177 -2020-10-10 16:15:00,80.43,79.315,48.143,31.177 -2020-10-10 16:30:00,82.57,80.018,48.143,31.177 -2020-10-10 16:45:00,81.96,78.45,48.143,31.177 -2020-10-10 17:00:00,87.07,78.757,55.25,31.177 -2020-10-10 17:15:00,85.61,79.41,55.25,31.177 -2020-10-10 17:30:00,93.1,78.993,55.25,31.177 -2020-10-10 17:45:00,93.78,79.703,55.25,31.177 -2020-10-10 18:00:00,94.81,80.311,57.506,31.177 -2020-10-10 18:15:00,93.4,81.016,57.506,31.177 -2020-10-10 18:30:00,95.37,81.557,57.506,31.177 -2020-10-10 18:45:00,92.73,82.074,57.506,31.177 -2020-10-10 19:00:00,86.72,83.03299999999999,55.528999999999996,31.177 -2020-10-10 19:15:00,83.84,81.98700000000001,55.528999999999996,31.177 -2020-10-10 19:30:00,81.98,81.98100000000001,55.528999999999996,31.177 -2020-10-10 19:45:00,80.54,82.01799999999999,55.528999999999996,31.177 -2020-10-10 20:00:00,77.04,82.738,46.166000000000004,31.177 -2020-10-10 20:15:00,76.13,81.439,46.166000000000004,31.177 -2020-10-10 20:30:00,75.51,79.47399999999999,46.166000000000004,31.177 -2020-10-10 20:45:00,73.93,78.848,46.166000000000004,31.177 -2020-10-10 21:00:00,71.35,77.916,40.406,31.177 -2020-10-10 21:15:00,70.87,79.498,40.406,31.177 -2020-10-10 21:30:00,66.41,79.23100000000001,40.406,31.177 -2020-10-10 21:45:00,65.71,77.248,40.406,31.177 -2020-10-10 22:00:00,61.42,75.122,39.616,31.177 -2020-10-10 22:15:00,62.07,73.71600000000001,39.616,31.177 -2020-10-10 22:30:00,59.56,71.013,39.616,31.177 -2020-10-10 22:45:00,58.47,68.78,39.616,31.177 -2020-10-10 23:00:00,54.74,65.638,32.205,31.177 -2020-10-10 23:15:00,54.08,62.986999999999995,32.205,31.177 -2020-10-10 23:30:00,55.19,61.508,32.205,31.177 -2020-10-10 23:45:00,53.38,60.303999999999995,32.205,31.177 -2020-10-11 00:00:00,50.93,50.198,28.229,31.177 -2020-10-11 00:15:00,51.94,48.662,28.229,31.177 -2020-10-11 00:30:00,50.97,48.536,28.229,31.177 -2020-10-11 00:45:00,51.87,48.757,28.229,31.177 -2020-10-11 01:00:00,49.67,49.263999999999996,25.669,31.177 -2020-10-11 01:15:00,51.23,49.141000000000005,25.669,31.177 -2020-10-11 01:30:00,50.66,48.294,25.669,31.177 -2020-10-11 01:45:00,51.05,47.988,25.669,31.177 -2020-10-11 02:00:00,51.26,48.52,24.948,31.177 -2020-10-11 02:15:00,50.24,48.092,24.948,31.177 -2020-10-11 02:30:00,49.75,48.754,24.948,31.177 -2020-10-11 02:45:00,49.74,49.521,24.948,31.177 -2020-10-11 03:00:00,49.25,51.614,24.445,31.177 -2020-10-11 03:15:00,50.7,51.281000000000006,24.445,31.177 -2020-10-11 03:30:00,51.34,50.907,24.445,31.177 -2020-10-11 03:45:00,51.61,52.536,24.445,31.177 -2020-10-11 04:00:00,52.83,58.86600000000001,25.839000000000002,31.177 -2020-10-11 04:15:00,53.93,64.65,25.839000000000002,31.177 -2020-10-11 04:30:00,53.84,63.577,25.839000000000002,31.177 -2020-10-11 04:45:00,54.0,64.253,25.839000000000002,31.177 -2020-10-11 05:00:00,56.26,77.597,26.803,31.177 -2020-10-11 05:15:00,56.25,86.6,26.803,31.177 -2020-10-11 05:30:00,56.59,81.8,26.803,31.177 -2020-10-11 05:45:00,54.83,78.065,26.803,31.177 -2020-10-11 06:00:00,60.32,90.211,28.147,31.177 -2020-10-11 06:15:00,59.82,104.145,28.147,31.177 -2020-10-11 06:30:00,62.29,97.684,28.147,31.177 -2020-10-11 06:45:00,63.34,92.662,28.147,31.177 -2020-10-11 07:00:00,65.28,91.40100000000001,31.116,31.177 -2020-10-11 07:15:00,66.84,92.166,31.116,31.177 -2020-10-11 07:30:00,67.06,93.11200000000001,31.116,31.177 -2020-10-11 07:45:00,67.82,94.62100000000001,31.116,31.177 -2020-10-11 08:00:00,66.65,95.993,35.739000000000004,31.177 -2020-10-11 08:15:00,66.05,98.213,35.739000000000004,31.177 -2020-10-11 08:30:00,64.97,98.24600000000001,35.739000000000004,31.177 -2020-10-11 08:45:00,64.71,99.119,35.739000000000004,31.177 -2020-10-11 09:00:00,62.3,95.48899999999999,39.455999999999996,31.177 -2020-10-11 09:15:00,61.87,95.111,39.455999999999996,31.177 -2020-10-11 09:30:00,61.94,95.667,39.455999999999996,31.177 -2020-10-11 09:45:00,63.26,95.81700000000001,39.455999999999996,31.177 -2020-10-11 10:00:00,63.21,93.579,41.343999999999994,31.177 -2020-10-11 10:15:00,63.71,93.508,41.343999999999994,31.177 -2020-10-11 10:30:00,64.26,92.906,41.343999999999994,31.177 -2020-10-11 10:45:00,63.77,92.535,41.343999999999994,31.177 -2020-10-11 11:00:00,60.7,89.61200000000001,43.645,31.177 -2020-10-11 11:15:00,59.98,89.12700000000001,43.645,31.177 -2020-10-11 11:30:00,57.95,89.469,43.645,31.177 -2020-10-11 11:45:00,60.21,88.926,43.645,31.177 -2020-10-11 12:00:00,56.47,85.79,39.796,31.177 -2020-10-11 12:15:00,53.94,85.294,39.796,31.177 -2020-10-11 12:30:00,52.59,84.475,39.796,31.177 -2020-10-11 12:45:00,54.32,83.84200000000001,39.796,31.177 -2020-10-11 13:00:00,49.62,82.914,36.343,31.177 -2020-10-11 13:15:00,51.08,83.12700000000001,36.343,31.177 -2020-10-11 13:30:00,51.24,81.898,36.343,31.177 -2020-10-11 13:45:00,52.47,81.398,36.343,31.177 -2020-10-11 14:00:00,52.86,80.949,33.162,31.177 -2020-10-11 14:15:00,54.18,81.385,33.162,31.177 -2020-10-11 14:30:00,54.72,80.714,33.162,31.177 -2020-10-11 14:45:00,57.08,79.959,33.162,31.177 -2020-10-11 15:00:00,61.5,79.414,33.215,31.177 -2020-10-11 15:15:00,61.01,79.492,33.215,31.177 -2020-10-11 15:30:00,61.52,80.07300000000001,33.215,31.177 -2020-10-11 15:45:00,64.89,80.623,33.215,31.177 -2020-10-11 16:00:00,69.86,80.05,37.385999999999996,31.177 -2020-10-11 16:15:00,73.5,79.68,37.385999999999996,31.177 -2020-10-11 16:30:00,72.54,81.023,37.385999999999996,31.177 -2020-10-11 16:45:00,77.12,79.60300000000001,37.385999999999996,31.177 -2020-10-11 17:00:00,81.3,80.021,46.618,31.177 -2020-10-11 17:15:00,82.78,81.369,46.618,31.177 -2020-10-11 17:30:00,89.15,81.513,46.618,31.177 -2020-10-11 17:45:00,88.39,83.434,46.618,31.177 -2020-10-11 18:00:00,91.86,84.07700000000001,50.111000000000004,31.177 -2020-10-11 18:15:00,89.54,85.089,50.111000000000004,31.177 -2020-10-11 18:30:00,91.48,84.645,50.111000000000004,31.177 -2020-10-11 18:45:00,86.46,85.98299999999999,50.111000000000004,31.177 -2020-10-11 19:00:00,81.58,87.99,50.25,31.177 -2020-10-11 19:15:00,87.47,86.554,50.25,31.177 -2020-10-11 19:30:00,87.65,86.333,50.25,31.177 -2020-10-11 19:45:00,84.98,86.675,50.25,31.177 -2020-10-11 20:00:00,82.24,87.521,44.265,31.177 -2020-10-11 20:15:00,88.55,86.537,44.265,31.177 -2020-10-11 20:30:00,87.01,85.499,44.265,31.177 -2020-10-11 20:45:00,88.49,83.41799999999999,44.265,31.177 -2020-10-11 21:00:00,79.77,81.342,39.717,31.177 -2020-10-11 21:15:00,77.18,82.494,39.717,31.177 -2020-10-11 21:30:00,75.52,81.98899999999999,39.717,31.177 -2020-10-11 21:45:00,74.79,80.236,39.717,31.177 -2020-10-11 22:00:00,70.87,78.767,39.224000000000004,31.177 -2020-10-11 22:15:00,77.05,76.087,39.224000000000004,31.177 -2020-10-11 22:30:00,76.79,71.846,39.224000000000004,31.177 -2020-10-11 22:45:00,77.47,68.562,39.224000000000004,31.177 -2020-10-11 23:00:00,67.29,64.157,33.518,31.177 -2020-10-11 23:15:00,67.19,62.933,33.518,31.177 -2020-10-11 23:30:00,72.95,61.476000000000006,33.518,31.177 -2020-10-11 23:45:00,73.21,60.711999999999996,33.518,31.177 -2020-10-12 00:00:00,70.94,53.006,34.301,31.349 -2020-10-12 00:15:00,68.42,53.067,34.301,31.349 -2020-10-12 00:30:00,68.11,52.773999999999994,34.301,31.349 -2020-10-12 00:45:00,72.11,52.558,34.301,31.349 -2020-10-12 01:00:00,70.36,53.288999999999994,34.143,31.349 -2020-10-12 01:15:00,68.12,52.99100000000001,34.143,31.349 -2020-10-12 01:30:00,65.37,52.393,34.143,31.349 -2020-10-12 01:45:00,69.82,52.073,34.143,31.349 -2020-10-12 02:00:00,69.15,52.861999999999995,33.650999999999996,31.349 -2020-10-12 02:15:00,70.12,52.422,33.650999999999996,31.349 -2020-10-12 02:30:00,66.23,53.29,33.650999999999996,31.349 -2020-10-12 02:45:00,70.36,53.729,33.650999999999996,31.349 -2020-10-12 03:00:00,72.15,56.57899999999999,32.599000000000004,31.349 -2020-10-12 03:15:00,72.16,57.313,32.599000000000004,31.349 -2020-10-12 03:30:00,69.17,57.236000000000004,32.599000000000004,31.349 -2020-10-12 03:45:00,76.19,58.367,32.599000000000004,31.349 -2020-10-12 04:00:00,82.36,68.183,33.785,31.349 -2020-10-12 04:15:00,85.74,77.285,33.785,31.349 -2020-10-12 04:30:00,84.49,76.767,33.785,31.349 -2020-10-12 04:45:00,89.3,77.73,33.785,31.349 -2020-10-12 05:00:00,101.52,101.051,41.285,31.349 -2020-10-12 05:15:00,106.64,123.691,41.285,31.349 -2020-10-12 05:30:00,106.95,118.056,41.285,31.349 -2020-10-12 05:45:00,106.85,110.37,41.285,31.349 -2020-10-12 06:00:00,115.15,109.96799999999999,60.486000000000004,31.349 -2020-10-12 06:15:00,115.95,113.00200000000001,60.486000000000004,31.349 -2020-10-12 06:30:00,115.89,111.90100000000001,60.486000000000004,31.349 -2020-10-12 06:45:00,118.2,113.29,60.486000000000004,31.349 -2020-10-12 07:00:00,121.53,113.51899999999999,74.012,31.349 -2020-10-12 07:15:00,122.2,116.09200000000001,74.012,31.349 -2020-10-12 07:30:00,118.03,116.274,74.012,31.349 -2020-10-12 07:45:00,116.52,116.95,74.012,31.349 -2020-10-12 08:00:00,114.57,115.436,69.569,31.349 -2020-10-12 08:15:00,114.1,116.088,69.569,31.349 -2020-10-12 08:30:00,114.31,113.955,69.569,31.349 -2020-10-12 08:45:00,116.52,113.573,69.569,31.349 -2020-10-12 09:00:00,111.0,109.07,66.152,31.349 -2020-10-12 09:15:00,110.6,106.264,66.152,31.349 -2020-10-12 09:30:00,110.4,105.881,66.152,31.349 -2020-10-12 09:45:00,110.21,104.867,66.152,31.349 -2020-10-12 10:00:00,109.5,102.59200000000001,62.923,31.349 -2020-10-12 10:15:00,116.29,102.26299999999999,62.923,31.349 -2020-10-12 10:30:00,112.61,101.021,62.923,31.349 -2020-10-12 10:45:00,114.5,100.115,62.923,31.349 -2020-10-12 11:00:00,111.52,96.26700000000001,61.522,31.349 -2020-10-12 11:15:00,115.75,96.70100000000001,61.522,31.349 -2020-10-12 11:30:00,110.56,98.014,61.522,31.349 -2020-10-12 11:45:00,105.29,97.54,61.522,31.349 -2020-10-12 12:00:00,103.06,94.429,58.632,31.349 -2020-10-12 12:15:00,103.27,93.98200000000001,58.632,31.349 -2020-10-12 12:30:00,99.5,92.764,58.632,31.349 -2020-10-12 12:45:00,102.59,92.81299999999999,58.632,31.349 -2020-10-12 13:00:00,103.02,92.575,59.06,31.349 -2020-10-12 13:15:00,104.16,91.713,59.06,31.349 -2020-10-12 13:30:00,101.81,90.331,59.06,31.349 -2020-10-12 13:45:00,102.12,90.304,59.06,31.349 -2020-10-12 14:00:00,104.85,89.085,59.791000000000004,31.349 -2020-10-12 14:15:00,111.72,89.54899999999999,59.791000000000004,31.349 -2020-10-12 14:30:00,108.5,88.586,59.791000000000004,31.349 -2020-10-12 14:45:00,107.1,88.87,59.791000000000004,31.349 -2020-10-12 15:00:00,107.33,88.921,61.148,31.349 -2020-10-12 15:15:00,107.86,88.06700000000001,61.148,31.349 -2020-10-12 15:30:00,108.23,88.7,61.148,31.349 -2020-10-12 15:45:00,110.3,88.81700000000001,61.148,31.349 -2020-10-12 16:00:00,111.96,88.654,66.009,31.349 -2020-10-12 16:15:00,114.55,88.006,66.009,31.349 -2020-10-12 16:30:00,114.39,88.575,66.009,31.349 -2020-10-12 16:45:00,116.45,86.70299999999999,66.009,31.349 -2020-10-12 17:00:00,117.5,86.335,73.683,31.349 -2020-10-12 17:15:00,116.77,87.499,73.683,31.349 -2020-10-12 17:30:00,118.94,87.204,73.683,31.349 -2020-10-12 17:45:00,119.82,88.29700000000001,73.683,31.349 -2020-10-12 18:00:00,121.77,88.435,72.848,31.349 -2020-10-12 18:15:00,121.95,87.51100000000001,72.848,31.349 -2020-10-12 18:30:00,119.5,86.93299999999999,72.848,31.349 -2020-10-12 18:45:00,116.12,90.29799999999999,72.848,31.349 -2020-10-12 19:00:00,110.92,91.43799999999999,71.139,31.349 -2020-10-12 19:15:00,106.85,90.26799999999999,71.139,31.349 -2020-10-12 19:30:00,103.85,90.03200000000001,71.139,31.349 -2020-10-12 19:45:00,107.99,89.679,71.139,31.349 -2020-10-12 20:00:00,105.84,88.89,69.667,31.349 -2020-10-12 20:15:00,105.89,87.679,69.667,31.349 -2020-10-12 20:30:00,98.58,86.147,69.667,31.349 -2020-10-12 20:45:00,96.33,84.819,69.667,31.349 -2020-10-12 21:00:00,91.25,82.61399999999999,61.166000000000004,31.349 -2020-10-12 21:15:00,90.87,83.53299999999999,61.166000000000004,31.349 -2020-10-12 21:30:00,91.81,82.939,61.166000000000004,31.349 -2020-10-12 21:45:00,92.26,80.832,61.166000000000004,31.349 -2020-10-12 22:00:00,88.19,77.041,52.772,31.349 -2020-10-12 22:15:00,87.73,74.929,52.772,31.349 -2020-10-12 22:30:00,87.11,64.431,52.772,31.349 -2020-10-12 22:45:00,87.25,59.202,52.772,31.349 -2020-10-12 23:00:00,79.67,55.16,45.136,31.349 -2020-10-12 23:15:00,78.21,54.04,45.136,31.349 -2020-10-12 23:30:00,80.76,53.67,45.136,31.349 -2020-10-12 23:45:00,81.41,53.657,45.136,31.349 -2020-10-13 00:00:00,73.81,51.739,47.35,31.349 -2020-10-13 00:15:00,72.3,52.842,47.35,31.349 -2020-10-13 00:30:00,74.12,52.604,47.35,31.349 -2020-10-13 00:45:00,77.97,52.465,47.35,31.349 -2020-10-13 01:00:00,75.1,52.812,43.424,31.349 -2020-10-13 01:15:00,74.15,52.428000000000004,43.424,31.349 -2020-10-13 01:30:00,75.85,51.838,43.424,31.349 -2020-10-13 01:45:00,77.72,51.335,43.424,31.349 -2020-10-13 02:00:00,77.58,51.851000000000006,41.778999999999996,31.349 -2020-10-13 02:15:00,75.84,52.056000000000004,41.778999999999996,31.349 -2020-10-13 02:30:00,75.85,52.452,41.778999999999996,31.349 -2020-10-13 02:45:00,75.3,53.08,41.778999999999996,31.349 -2020-10-13 03:00:00,79.74,55.13399999999999,40.771,31.349 -2020-10-13 03:15:00,78.15,56.108000000000004,40.771,31.349 -2020-10-13 03:30:00,75.52,56.201,40.771,31.349 -2020-10-13 03:45:00,75.48,56.739,40.771,31.349 -2020-10-13 04:00:00,77.47,65.77199999999999,41.816,31.349 -2020-10-13 04:15:00,82.06,74.781,41.816,31.349 -2020-10-13 04:30:00,90.51,74.07600000000001,41.816,31.349 -2020-10-13 04:45:00,97.73,75.794,41.816,31.349 -2020-10-13 05:00:00,105.85,102.00200000000001,45.842,31.349 -2020-10-13 05:15:00,102.75,125.023,45.842,31.349 -2020-10-13 05:30:00,106.37,118.916,45.842,31.349 -2020-10-13 05:45:00,110.98,110.75399999999999,45.842,31.349 -2020-10-13 06:00:00,119.85,110.51,59.12,31.349 -2020-10-13 06:15:00,119.21,114.292,59.12,31.349 -2020-10-13 06:30:00,118.8,112.76899999999999,59.12,31.349 -2020-10-13 06:45:00,121.82,113.495,59.12,31.349 -2020-10-13 07:00:00,123.79,113.73899999999999,70.33,31.349 -2020-10-13 07:15:00,123.79,116.11399999999999,70.33,31.349 -2020-10-13 07:30:00,123.33,116.124,70.33,31.349 -2020-10-13 07:45:00,123.65,116.325,70.33,31.349 -2020-10-13 08:00:00,123.2,114.829,67.788,31.349 -2020-10-13 08:15:00,123.26,114.786,67.788,31.349 -2020-10-13 08:30:00,124.04,112.699,67.788,31.349 -2020-10-13 08:45:00,124.33,111.66799999999999,67.788,31.349 -2020-10-13 09:00:00,122.91,107.008,62.622,31.349 -2020-10-13 09:15:00,121.43,104.785,62.622,31.349 -2020-10-13 09:30:00,119.64,105.04799999999999,62.622,31.349 -2020-10-13 09:45:00,119.0,104.652,62.622,31.349 -2020-10-13 10:00:00,118.75,101.374,60.887,31.349 -2020-10-13 10:15:00,118.55,100.47,60.887,31.349 -2020-10-13 10:30:00,116.94,99.303,60.887,31.349 -2020-10-13 10:45:00,119.41,99.036,60.887,31.349 -2020-10-13 11:00:00,113.99,95.845,59.812,31.349 -2020-10-13 11:15:00,112.18,96.32600000000001,59.812,31.349 -2020-10-13 11:30:00,114.67,96.523,59.812,31.349 -2020-10-13 11:45:00,109.79,96.10600000000001,59.812,31.349 -2020-10-13 12:00:00,105.65,92.26,56.614,31.349 -2020-10-13 12:15:00,104.47,91.789,56.614,31.349 -2020-10-13 12:30:00,103.49,91.37299999999999,56.614,31.349 -2020-10-13 12:45:00,102.45,91.63799999999999,56.614,31.349 -2020-10-13 13:00:00,102.46,91.0,56.824,31.349 -2020-10-13 13:15:00,105.71,90.90700000000001,56.824,31.349 -2020-10-13 13:30:00,106.9,90.038,56.824,31.349 -2020-10-13 13:45:00,109.76,89.601,56.824,31.349 -2020-10-13 14:00:00,110.65,88.68700000000001,57.623999999999995,31.349 -2020-10-13 14:15:00,111.37,89.135,57.623999999999995,31.349 -2020-10-13 14:30:00,111.33,88.661,57.623999999999995,31.349 -2020-10-13 14:45:00,111.96,88.50200000000001,57.623999999999995,31.349 -2020-10-13 15:00:00,111.31,88.243,59.724,31.349 -2020-10-13 15:15:00,107.85,88.03,59.724,31.349 -2020-10-13 15:30:00,108.03,88.694,59.724,31.349 -2020-10-13 15:45:00,111.58,88.821,59.724,31.349 -2020-10-13 16:00:00,111.54,88.443,61.64,31.349 -2020-10-13 16:15:00,111.16,88.069,61.64,31.349 -2020-10-13 16:30:00,113.67,88.71700000000001,61.64,31.349 -2020-10-13 16:45:00,116.95,87.404,61.64,31.349 -2020-10-13 17:00:00,118.92,87.344,68.962,31.349 -2020-10-13 17:15:00,119.99,88.766,68.962,31.349 -2020-10-13 17:30:00,122.98,88.524,68.962,31.349 -2020-10-13 17:45:00,123.02,89.40299999999999,68.962,31.349 -2020-10-13 18:00:00,123.95,88.95,69.149,31.349 -2020-10-13 18:15:00,123.41,88.626,69.149,31.349 -2020-10-13 18:30:00,120.16,87.787,69.149,31.349 -2020-10-13 18:45:00,119.43,91.367,69.149,31.349 -2020-10-13 19:00:00,114.42,91.887,68.832,31.349 -2020-10-13 19:15:00,112.4,90.699,68.832,31.349 -2020-10-13 19:30:00,115.3,90.065,68.832,31.349 -2020-10-13 19:45:00,110.17,89.897,68.832,31.349 -2020-10-13 20:00:00,100.53,89.419,66.403,31.349 -2020-10-13 20:15:00,101.98,87.134,66.403,31.349 -2020-10-13 20:30:00,100.14,86.008,66.403,31.349 -2020-10-13 20:45:00,100.17,84.654,66.403,31.349 -2020-10-13 21:00:00,98.31,82.654,57.352,31.349 -2020-10-13 21:15:00,99.67,83.098,57.352,31.349 -2020-10-13 21:30:00,94.62,82.321,57.352,31.349 -2020-10-13 21:45:00,94.12,80.389,57.352,31.349 -2020-10-13 22:00:00,86.01,77.366,51.148999999999994,31.349 -2020-10-13 22:15:00,88.4,74.939,51.148999999999994,31.349 -2020-10-13 22:30:00,85.44,64.658,51.148999999999994,31.349 -2020-10-13 22:45:00,86.13,59.544,51.148999999999994,31.349 -2020-10-13 23:00:00,77.28,55.103,41.8,31.349 -2020-10-13 23:15:00,80.43,54.472,41.8,31.349 -2020-10-13 23:30:00,81.88,53.957,41.8,31.349 -2020-10-13 23:45:00,80.49,53.865,41.8,31.349 -2020-10-14 00:00:00,73.56,52.053000000000004,42.269,31.349 -2020-10-14 00:15:00,77.84,53.146,42.269,31.349 -2020-10-14 00:30:00,78.77,52.915,42.269,31.349 -2020-10-14 00:45:00,79.64,52.773999999999994,42.269,31.349 -2020-10-14 01:00:00,73.44,53.123999999999995,38.527,31.349 -2020-10-14 01:15:00,70.94,52.76,38.527,31.349 -2020-10-14 01:30:00,68.57,52.188,38.527,31.349 -2020-10-14 01:45:00,76.68,51.684,38.527,31.349 -2020-10-14 02:00:00,78.54,52.208,36.393,31.349 -2020-10-14 02:15:00,78.33,52.428000000000004,36.393,31.349 -2020-10-14 02:30:00,74.42,52.806000000000004,36.393,31.349 -2020-10-14 02:45:00,75.3,53.431000000000004,36.393,31.349 -2020-10-14 03:00:00,80.29,55.471000000000004,36.167,31.349 -2020-10-14 03:15:00,82.02,56.465,36.167,31.349 -2020-10-14 03:30:00,80.68,56.562,36.167,31.349 -2020-10-14 03:45:00,79.09,57.08,36.167,31.349 -2020-10-14 04:00:00,83.44,66.143,38.092,31.349 -2020-10-14 04:15:00,90.73,75.185,38.092,31.349 -2020-10-14 04:30:00,92.79,74.482,38.092,31.349 -2020-10-14 04:45:00,97.44,76.208,38.092,31.349 -2020-10-14 05:00:00,100.81,102.50299999999999,42.268,31.349 -2020-10-14 05:15:00,104.2,125.611,42.268,31.349 -2020-10-14 05:30:00,107.8,119.486,42.268,31.349 -2020-10-14 05:45:00,107.29,111.281,42.268,31.349 -2020-10-14 06:00:00,119.76,111.015,60.158,31.349 -2020-10-14 06:15:00,120.14,114.814,60.158,31.349 -2020-10-14 06:30:00,119.69,113.304,60.158,31.349 -2020-10-14 06:45:00,121.56,114.03200000000001,60.158,31.349 -2020-10-14 07:00:00,125.08,114.275,74.792,31.349 -2020-10-14 07:15:00,123.17,116.663,74.792,31.349 -2020-10-14 07:30:00,121.58,116.706,74.792,31.349 -2020-10-14 07:45:00,120.8,116.906,74.792,31.349 -2020-10-14 08:00:00,118.68,115.421,70.499,31.349 -2020-10-14 08:15:00,118.45,115.34899999999999,70.499,31.349 -2020-10-14 08:30:00,117.08,113.28399999999999,70.499,31.349 -2020-10-14 08:45:00,117.25,112.23,70.499,31.349 -2020-10-14 09:00:00,115.59,107.568,68.892,31.349 -2020-10-14 09:15:00,114.95,105.34,68.892,31.349 -2020-10-14 09:30:00,114.97,105.587,68.892,31.349 -2020-10-14 09:45:00,113.19,105.165,68.892,31.349 -2020-10-14 10:00:00,112.69,101.88,66.88600000000001,31.349 -2020-10-14 10:15:00,113.46,100.93700000000001,66.88600000000001,31.349 -2020-10-14 10:30:00,111.52,99.751,66.88600000000001,31.349 -2020-10-14 10:45:00,111.35,99.469,66.88600000000001,31.349 -2020-10-14 11:00:00,109.19,96.285,66.187,31.349 -2020-10-14 11:15:00,108.97,96.74799999999999,66.187,31.349 -2020-10-14 11:30:00,109.66,96.945,66.187,31.349 -2020-10-14 11:45:00,107.61,96.51100000000001,66.187,31.349 -2020-10-14 12:00:00,105.62,92.641,62.18,31.349 -2020-10-14 12:15:00,107.74,92.162,62.18,31.349 -2020-10-14 12:30:00,102.93,91.781,62.18,31.349 -2020-10-14 12:45:00,105.05,92.044,62.18,31.349 -2020-10-14 13:00:00,103.94,91.37299999999999,62.23,31.349 -2020-10-14 13:15:00,104.45,91.285,62.23,31.349 -2020-10-14 13:30:00,103.05,90.414,62.23,31.349 -2020-10-14 13:45:00,104.96,89.976,62.23,31.349 -2020-10-14 14:00:00,105.25,89.01100000000001,63.721000000000004,31.349 -2020-10-14 14:15:00,105.9,89.475,63.721000000000004,31.349 -2020-10-14 14:30:00,106.58,89.037,63.721000000000004,31.349 -2020-10-14 14:45:00,106.09,88.876,63.721000000000004,31.349 -2020-10-14 15:00:00,106.28,88.58200000000001,66.523,31.349 -2020-10-14 15:15:00,106.7,88.389,66.523,31.349 -2020-10-14 15:30:00,107.34,89.088,66.523,31.349 -2020-10-14 15:45:00,109.23,89.23,66.523,31.349 -2020-10-14 16:00:00,110.31,88.816,69.679,31.349 -2020-10-14 16:15:00,111.71,88.462,69.679,31.349 -2020-10-14 16:30:00,113.73,89.105,69.679,31.349 -2020-10-14 16:45:00,116.27,87.84700000000001,69.679,31.349 -2020-10-14 17:00:00,121.1,87.74600000000001,75.04,31.349 -2020-10-14 17:15:00,119.15,89.189,75.04,31.349 -2020-10-14 17:30:00,125.29,88.95,75.04,31.349 -2020-10-14 17:45:00,126.05,89.851,75.04,31.349 -2020-10-14 18:00:00,126.68,89.385,75.915,31.349 -2020-10-14 18:15:00,123.93,89.046,75.915,31.349 -2020-10-14 18:30:00,123.69,88.21799999999999,75.915,31.349 -2020-10-14 18:45:00,120.41,91.794,75.915,31.349 -2020-10-14 19:00:00,120.5,92.323,74.66,31.349 -2020-10-14 19:15:00,119.72,91.131,74.66,31.349 -2020-10-14 19:30:00,116.45,90.488,74.66,31.349 -2020-10-14 19:45:00,107.96,90.303,74.66,31.349 -2020-10-14 20:00:00,107.34,89.848,71.204,31.349 -2020-10-14 20:15:00,109.49,87.55799999999999,71.204,31.349 -2020-10-14 20:30:00,100.41,86.404,71.204,31.349 -2020-10-14 20:45:00,104.83,85.022,71.204,31.349 -2020-10-14 21:00:00,93.46,83.021,61.052,31.349 -2020-10-14 21:15:00,92.85,83.454,61.052,31.349 -2020-10-14 21:30:00,93.83,82.68700000000001,61.052,31.349 -2020-10-14 21:45:00,95.35,80.72800000000001,61.052,31.349 -2020-10-14 22:00:00,90.21,77.693,54.691,31.349 -2020-10-14 22:15:00,86.19,75.244,54.691,31.349 -2020-10-14 22:30:00,79.18,64.979,54.691,31.349 -2020-10-14 22:45:00,83.68,59.871,54.691,31.349 -2020-10-14 23:00:00,81.26,55.456,45.18,31.349 -2020-10-14 23:15:00,82.45,54.794,45.18,31.349 -2020-10-14 23:30:00,76.29,54.28,45.18,31.349 -2020-10-14 23:45:00,79.49,54.183,45.18,31.349 -2020-10-15 00:00:00,78.17,52.367,42.746,31.349 -2020-10-15 00:15:00,79.69,53.452,42.746,31.349 -2020-10-15 00:30:00,76.7,53.227,42.746,31.349 -2020-10-15 00:45:00,80.0,53.082,42.746,31.349 -2020-10-15 01:00:00,77.04,53.437,40.025999999999996,31.349 -2020-10-15 01:15:00,76.62,53.093999999999994,40.025999999999996,31.349 -2020-10-15 01:30:00,72.38,52.538999999999994,40.025999999999996,31.349 -2020-10-15 01:45:00,72.39,52.033,40.025999999999996,31.349 -2020-10-15 02:00:00,75.25,52.565,38.154,31.349 -2020-10-15 02:15:00,79.25,52.799,38.154,31.349 -2020-10-15 02:30:00,80.42,53.161,38.154,31.349 -2020-10-15 02:45:00,76.0,53.781000000000006,38.154,31.349 -2020-10-15 03:00:00,78.42,55.809,37.575,31.349 -2020-10-15 03:15:00,81.16,56.821000000000005,37.575,31.349 -2020-10-15 03:30:00,82.38,56.92100000000001,37.575,31.349 -2020-10-15 03:45:00,80.84,57.42100000000001,37.575,31.349 -2020-10-15 04:00:00,86.29,66.514,39.154,31.349 -2020-10-15 04:15:00,91.49,75.59,39.154,31.349 -2020-10-15 04:30:00,94.3,74.887,39.154,31.349 -2020-10-15 04:45:00,97.08,76.622,39.154,31.349 -2020-10-15 05:00:00,98.74,103.00299999999999,44.085,31.349 -2020-10-15 05:15:00,105.55,126.2,44.085,31.349 -2020-10-15 05:30:00,107.13,120.055,44.085,31.349 -2020-10-15 05:45:00,111.73,111.80799999999999,44.085,31.349 -2020-10-15 06:00:00,119.93,111.52,57.49,31.349 -2020-10-15 06:15:00,118.79,115.337,57.49,31.349 -2020-10-15 06:30:00,120.03,113.837,57.49,31.349 -2020-10-15 06:45:00,122.37,114.57,57.49,31.349 -2020-10-15 07:00:00,124.75,114.81200000000001,73.617,31.349 -2020-10-15 07:15:00,124.91,117.212,73.617,31.349 -2020-10-15 07:30:00,125.12,117.286,73.617,31.349 -2020-10-15 07:45:00,121.11,117.48700000000001,73.617,31.349 -2020-10-15 08:00:00,118.19,116.01,69.281,31.349 -2020-10-15 08:15:00,117.96,115.90899999999999,69.281,31.349 -2020-10-15 08:30:00,122.14,113.867,69.281,31.349 -2020-10-15 08:45:00,122.14,112.792,69.281,31.349 -2020-10-15 09:00:00,120.75,108.12799999999999,63.926,31.349 -2020-10-15 09:15:00,121.83,105.895,63.926,31.349 -2020-10-15 09:30:00,123.0,106.12700000000001,63.926,31.349 -2020-10-15 09:45:00,123.77,105.677,63.926,31.349 -2020-10-15 10:00:00,117.9,102.385,59.442,31.349 -2020-10-15 10:15:00,119.2,101.40299999999999,59.442,31.349 -2020-10-15 10:30:00,115.6,100.199,59.442,31.349 -2020-10-15 10:45:00,114.68,99.9,59.442,31.349 -2020-10-15 11:00:00,111.42,96.72399999999999,56.771,31.349 -2020-10-15 11:15:00,110.71,97.169,56.771,31.349 -2020-10-15 11:30:00,111.45,97.36399999999999,56.771,31.349 -2020-10-15 11:45:00,110.73,96.916,56.771,31.349 -2020-10-15 12:00:00,108.08,93.021,53.701,31.349 -2020-10-15 12:15:00,108.8,92.53399999999999,53.701,31.349 -2020-10-15 12:30:00,106.76,92.189,53.701,31.349 -2020-10-15 12:45:00,106.52,92.447,53.701,31.349 -2020-10-15 13:00:00,106.01,91.74600000000001,52.364,31.349 -2020-10-15 13:15:00,105.75,91.661,52.364,31.349 -2020-10-15 13:30:00,107.45,90.788,52.364,31.349 -2020-10-15 13:45:00,110.96,90.34899999999999,52.364,31.349 -2020-10-15 14:00:00,110.78,89.334,53.419,31.349 -2020-10-15 14:15:00,109.56,89.81299999999999,53.419,31.349 -2020-10-15 14:30:00,111.28,89.411,53.419,31.349 -2020-10-15 14:45:00,109.87,89.24700000000001,53.419,31.349 -2020-10-15 15:00:00,111.22,88.921,56.744,31.349 -2020-10-15 15:15:00,111.54,88.74600000000001,56.744,31.349 -2020-10-15 15:30:00,111.77,89.48200000000001,56.744,31.349 -2020-10-15 15:45:00,113.05,89.63799999999999,56.744,31.349 -2020-10-15 16:00:00,116.56,89.189,60.458,31.349 -2020-10-15 16:15:00,120.2,88.854,60.458,31.349 -2020-10-15 16:30:00,122.91,89.492,60.458,31.349 -2020-10-15 16:45:00,122.73,88.289,60.458,31.349 -2020-10-15 17:00:00,126.75,88.146,66.295,31.349 -2020-10-15 17:15:00,126.46,89.611,66.295,31.349 -2020-10-15 17:30:00,128.48,89.376,66.295,31.349 -2020-10-15 17:45:00,124.9,90.3,66.295,31.349 -2020-10-15 18:00:00,127.14,89.82,68.468,31.349 -2020-10-15 18:15:00,123.0,89.46700000000001,68.468,31.349 -2020-10-15 18:30:00,124.51,88.649,68.468,31.349 -2020-10-15 18:45:00,120.83,92.22,68.468,31.349 -2020-10-15 19:00:00,114.09,92.759,66.39399999999999,31.349 -2020-10-15 19:15:00,112.02,91.56299999999999,66.39399999999999,31.349 -2020-10-15 19:30:00,107.14,90.911,66.39399999999999,31.349 -2020-10-15 19:45:00,113.12,90.709,66.39399999999999,31.349 -2020-10-15 20:00:00,108.37,90.277,63.183,31.349 -2020-10-15 20:15:00,108.7,87.98200000000001,63.183,31.349 -2020-10-15 20:30:00,99.66,86.8,63.183,31.349 -2020-10-15 20:45:00,101.56,85.389,63.183,31.349 -2020-10-15 21:00:00,93.27,83.387,55.133,31.349 -2020-10-15 21:15:00,93.41,83.809,55.133,31.349 -2020-10-15 21:30:00,93.15,83.053,55.133,31.349 -2020-10-15 21:45:00,94.83,81.067,55.133,31.349 -2020-10-15 22:00:00,90.93,78.02,50.111999999999995,31.349 -2020-10-15 22:15:00,84.87,75.54899999999999,50.111999999999995,31.349 -2020-10-15 22:30:00,80.83,65.3,50.111999999999995,31.349 -2020-10-15 22:45:00,85.9,60.198,50.111999999999995,31.349 -2020-10-15 23:00:00,83.4,55.809,44.536,31.349 -2020-10-15 23:15:00,83.04,55.11600000000001,44.536,31.349 -2020-10-15 23:30:00,78.5,54.603,44.536,31.349 -2020-10-15 23:45:00,78.94,54.5,44.536,31.349 -2020-10-16 00:00:00,78.53,56.543,42.291000000000004,31.349 -2020-10-16 00:15:00,80.34,58.228,42.291000000000004,31.349 -2020-10-16 00:30:00,75.11,57.871,42.291000000000004,31.349 -2020-10-16 00:45:00,78.3,57.95399999999999,42.291000000000004,31.349 -2020-10-16 01:00:00,77.43,58.34,41.008,31.349 -2020-10-16 01:15:00,79.28,57.986000000000004,41.008,31.349 -2020-10-16 01:30:00,77.29,57.566,41.008,31.349 -2020-10-16 01:45:00,76.13,57.258,41.008,31.349 -2020-10-16 02:00:00,78.43,58.57,39.521,31.349 -2020-10-16 02:15:00,78.48,58.61600000000001,39.521,31.349 -2020-10-16 02:30:00,76.3,59.912,39.521,31.349 -2020-10-16 02:45:00,72.93,60.25899999999999,39.521,31.349 -2020-10-16 03:00:00,75.99,62.902,39.812,31.349 -2020-10-16 03:15:00,78.35,63.992,39.812,31.349 -2020-10-16 03:30:00,83.32,64.1,39.812,31.349 -2020-10-16 03:45:00,87.67,65.527,39.812,31.349 -2020-10-16 04:00:00,86.71,75.56,41.22,31.349 -2020-10-16 04:15:00,87.83,84.14,41.22,31.349 -2020-10-16 04:30:00,93.37,84.585,41.22,31.349 -2020-10-16 04:45:00,97.81,85.63799999999999,41.22,31.349 -2020-10-16 05:00:00,105.43,113.375,45.115,31.349 -2020-10-16 05:15:00,108.97,139.797,45.115,31.349 -2020-10-16 05:30:00,110.44,134.631,45.115,31.349 -2020-10-16 05:45:00,116.33,125.77,45.115,31.349 -2020-10-16 06:00:00,121.67,125.60799999999999,59.06100000000001,31.349 -2020-10-16 06:15:00,121.67,129.158,59.06100000000001,31.349 -2020-10-16 06:30:00,123.2,127.425,59.06100000000001,31.349 -2020-10-16 06:45:00,125.24,128.667,59.06100000000001,31.349 -2020-10-16 07:00:00,129.04,129.357,71.874,31.349 -2020-10-16 07:15:00,129.43,132.971,71.874,31.349 -2020-10-16 07:30:00,129.86,132.234,71.874,31.349 -2020-10-16 07:45:00,129.09,131.789,71.874,31.349 -2020-10-16 08:00:00,129.38,131.43,68.439,31.349 -2020-10-16 08:15:00,130.59,131.24200000000002,68.439,31.349 -2020-10-16 08:30:00,135.1,129.144,68.439,31.349 -2020-10-16 08:45:00,135.29,126.51,68.439,31.349 -2020-10-16 09:00:00,133.1,121.61399999999999,65.523,31.349 -2020-10-16 09:15:00,134.37,120.37200000000001,65.523,31.349 -2020-10-16 09:30:00,133.1,119.85799999999999,65.523,31.349 -2020-10-16 09:45:00,136.75,119.541,65.523,31.349 -2020-10-16 10:00:00,133.64,115.68799999999999,62.005,31.349 -2020-10-16 10:15:00,134.38,115.005,62.005,31.349 -2020-10-16 10:30:00,133.95,113.708,62.005,31.349 -2020-10-16 10:45:00,134.02,113.04,62.005,31.349 -2020-10-16 11:00:00,132.18,109.76799999999999,60.351000000000006,31.349 -2020-10-16 11:15:00,131.6,109.25299999999999,60.351000000000006,31.349 -2020-10-16 11:30:00,132.82,110.32799999999999,60.351000000000006,31.349 -2020-10-16 11:45:00,132.96,110.382,60.351000000000006,31.349 -2020-10-16 12:00:00,127.23,107.589,55.331,31.349 -2020-10-16 12:15:00,125.71,105.316,55.331,31.349 -2020-10-16 12:30:00,122.7,105.105,55.331,31.349 -2020-10-16 12:45:00,120.88,105.475,55.331,31.349 -2020-10-16 13:00:00,119.13,106.29700000000001,53.361999999999995,31.349 -2020-10-16 13:15:00,118.48,106.384,53.361999999999995,31.349 -2020-10-16 13:30:00,117.76,105.999,53.361999999999995,31.349 -2020-10-16 13:45:00,117.81,105.741,53.361999999999995,31.349 -2020-10-16 14:00:00,116.71,104.645,51.708,31.349 -2020-10-16 14:15:00,115.79,104.56,51.708,31.349 -2020-10-16 14:30:00,116.75,104.74799999999999,51.708,31.349 -2020-10-16 14:45:00,114.09,104.55,51.708,31.349 -2020-10-16 15:00:00,111.63,103.62700000000001,54.571000000000005,31.349 -2020-10-16 15:15:00,111.74,103.186,54.571000000000005,31.349 -2020-10-16 15:30:00,111.8,102.095,54.571000000000005,31.349 -2020-10-16 15:45:00,112.85,102.43700000000001,54.571000000000005,31.349 -2020-10-16 16:00:00,116.73,102.41799999999999,58.662,31.349 -2020-10-16 16:15:00,115.35,103.176,58.662,31.349 -2020-10-16 16:30:00,120.57,103.56,58.662,31.349 -2020-10-16 16:45:00,121.41,101.693,58.662,31.349 -2020-10-16 17:00:00,125.43,103.272,65.941,31.349 -2020-10-16 17:15:00,124.15,103.835,65.941,31.349 -2020-10-16 17:30:00,126.8,103.678,65.941,31.349 -2020-10-16 17:45:00,124.08,103.572,65.941,31.349 -2020-10-16 18:00:00,125.15,105.102,65.628,31.349 -2020-10-16 18:15:00,120.47,104.225,65.628,31.349 -2020-10-16 18:30:00,119.06,103.037,65.628,31.349 -2020-10-16 18:45:00,118.12,106.52799999999999,65.628,31.349 -2020-10-16 19:00:00,111.76,108.321,63.662,31.349 -2020-10-16 19:15:00,108.6,107.913,63.662,31.349 -2020-10-16 19:30:00,107.6,106.984,63.662,31.349 -2020-10-16 19:45:00,105.8,105.885,63.662,31.349 -2020-10-16 20:00:00,105.65,102.874,61.945,31.349 -2020-10-16 20:15:00,104.08,100.425,61.945,31.349 -2020-10-16 20:30:00,97.94,99.93700000000001,61.945,31.349 -2020-10-16 20:45:00,91.95,98.415,61.945,31.349 -2020-10-16 21:00:00,89.11,95.71700000000001,53.903,31.349 -2020-10-16 21:15:00,85.85,96.61399999999999,53.903,31.349 -2020-10-16 21:30:00,82.94,95.831,53.903,31.349 -2020-10-16 21:45:00,80.74,93.97200000000001,53.903,31.349 -2020-10-16 22:00:00,77.43,89.986,48.403999999999996,31.349 -2020-10-16 22:15:00,76.58,86.50399999999999,48.403999999999996,31.349 -2020-10-16 22:30:00,73.82,80.395,48.403999999999996,31.349 -2020-10-16 22:45:00,73.45,76.143,48.403999999999996,31.349 -2020-10-16 23:00:00,75.53,70.91199999999999,41.07,31.349 -2020-10-16 23:15:00,75.35,69.029,41.07,31.349 -2020-10-16 23:30:00,75.46,66.437,41.07,31.349 -2020-10-16 23:45:00,67.11,66.324,41.07,31.349 -2020-10-17 00:00:00,64.47,56.047,38.989000000000004,31.177 -2020-10-17 00:15:00,67.85,55.284,38.989000000000004,31.177 -2020-10-17 00:30:00,69.98,55.373000000000005,38.989000000000004,31.177 -2020-10-17 00:45:00,71.35,55.461000000000006,38.989000000000004,31.177 -2020-10-17 01:00:00,65.24,56.316,35.275,31.177 -2020-10-17 01:15:00,64.34,55.773999999999994,35.275,31.177 -2020-10-17 01:30:00,64.87,54.731,35.275,31.177 -2020-10-17 01:45:00,69.92,54.907,35.275,31.177 -2020-10-17 02:00:00,67.08,56.114,32.838,31.177 -2020-10-17 02:15:00,64.62,55.611999999999995,32.838,31.177 -2020-10-17 02:30:00,62.67,55.968,32.838,31.177 -2020-10-17 02:45:00,62.07,56.736999999999995,32.838,31.177 -2020-10-17 03:00:00,61.8,59.028999999999996,32.418,31.177 -2020-10-17 03:15:00,61.68,59.211999999999996,32.418,31.177 -2020-10-17 03:30:00,62.25,58.705,32.418,31.177 -2020-10-17 03:45:00,62.17,60.88399999999999,32.418,31.177 -2020-10-17 04:00:00,63.27,68.046,32.099000000000004,31.177 -2020-10-17 04:15:00,63.3,74.992,32.099000000000004,31.177 -2020-10-17 04:30:00,63.92,73.575,32.099000000000004,31.177 -2020-10-17 04:45:00,65.08,74.53,32.099000000000004,31.177 -2020-10-17 05:00:00,68.03,90.771,32.926,31.177 -2020-10-17 05:15:00,68.43,102.831,32.926,31.177 -2020-10-17 05:30:00,69.72,98.57600000000001,32.926,31.177 -2020-10-17 05:45:00,72.43,94.47,32.926,31.177 -2020-10-17 06:00:00,75.18,108.464,35.069,31.177 -2020-10-17 06:15:00,75.93,123.736,35.069,31.177 -2020-10-17 06:30:00,77.23,118.042,35.069,31.177 -2020-10-17 06:45:00,80.22,113.37700000000001,35.069,31.177 -2020-10-17 07:00:00,83.39,111.169,40.906,31.177 -2020-10-17 07:15:00,84.09,113.566,40.906,31.177 -2020-10-17 07:30:00,85.78,114.92299999999999,40.906,31.177 -2020-10-17 07:45:00,87.06,116.913,40.906,31.177 -2020-10-17 08:00:00,87.85,118.645,46.603,31.177 -2020-10-17 08:15:00,88.48,120.234,46.603,31.177 -2020-10-17 08:30:00,88.17,118.999,46.603,31.177 -2020-10-17 08:45:00,89.51,118.406,46.603,31.177 -2020-10-17 09:00:00,88.81,115.679,49.935,31.177 -2020-10-17 09:15:00,91.01,115.045,49.935,31.177 -2020-10-17 09:30:00,92.06,115.214,49.935,31.177 -2020-10-17 09:45:00,91.72,114.764,49.935,31.177 -2020-10-17 10:00:00,86.24,111.156,47.585,31.177 -2020-10-17 10:15:00,83.34,110.669,47.585,31.177 -2020-10-17 10:30:00,82.45,109.304,47.585,31.177 -2020-10-17 10:45:00,81.32,109.196,47.585,31.177 -2020-10-17 11:00:00,79.02,105.931,43.376999999999995,31.177 -2020-10-17 11:15:00,79.49,105.35600000000001,43.376999999999995,31.177 -2020-10-17 11:30:00,76.81,105.913,43.376999999999995,31.177 -2020-10-17 11:45:00,81.02,105.679,43.376999999999995,31.177 -2020-10-17 12:00:00,75.69,102.375,40.855,31.177 -2020-10-17 12:15:00,78.67,100.795,40.855,31.177 -2020-10-17 12:30:00,77.84,100.75200000000001,40.855,31.177 -2020-10-17 12:45:00,75.43,100.959,40.855,31.177 -2020-10-17 13:00:00,74.06,101.12700000000001,37.251,31.177 -2020-10-17 13:15:00,75.51,99.822,37.251,31.177 -2020-10-17 13:30:00,76.5,99.24700000000001,37.251,31.177 -2020-10-17 13:45:00,76.49,98.74799999999999,37.251,31.177 -2020-10-17 14:00:00,73.63,98.32,38.548,31.177 -2020-10-17 14:15:00,76.38,97.464,38.548,31.177 -2020-10-17 14:30:00,77.84,96.46700000000001,38.548,31.177 -2020-10-17 14:45:00,80.65,96.57700000000001,38.548,31.177 -2020-10-17 15:00:00,81.45,96.179,42.883,31.177 -2020-10-17 15:15:00,81.41,96.49600000000001,42.883,31.177 -2020-10-17 15:30:00,83.3,96.42,42.883,31.177 -2020-10-17 15:45:00,84.57,96.435,42.883,31.177 -2020-10-17 16:00:00,85.25,96.794,48.143,31.177 -2020-10-17 16:15:00,84.79,97.71600000000001,48.143,31.177 -2020-10-17 16:30:00,86.19,98.15799999999999,48.143,31.177 -2020-10-17 16:45:00,89.26,96.83,48.143,31.177 -2020-10-17 17:00:00,95.62,97.73299999999999,55.25,31.177 -2020-10-17 17:15:00,96.78,98.31700000000001,55.25,31.177 -2020-10-17 17:30:00,101.35,98.053,55.25,31.177 -2020-10-17 17:45:00,99.12,97.947,55.25,31.177 -2020-10-17 18:00:00,101.19,99.876,57.506,31.177 -2020-10-17 18:15:00,98.31,100.652,57.506,31.177 -2020-10-17 18:30:00,99.49,100.771,57.506,31.177 -2020-10-17 18:45:00,95.84,100.971,57.506,31.177 -2020-10-17 19:00:00,89.41,102.62799999999999,55.528999999999996,31.177 -2020-10-17 19:15:00,87.46,101.51,55.528999999999996,31.177 -2020-10-17 19:30:00,85.9,101.3,55.528999999999996,31.177 -2020-10-17 19:45:00,84.72,100.851,55.528999999999996,31.177 -2020-10-17 20:00:00,80.41,99.40299999999999,46.166000000000004,31.177 -2020-10-17 20:15:00,80.37,97.781,46.166000000000004,31.177 -2020-10-17 20:30:00,79.26,96.693,46.166000000000004,31.177 -2020-10-17 20:45:00,77.14,95.757,46.166000000000004,31.177 -2020-10-17 21:00:00,73.18,93.601,40.406,31.177 -2020-10-17 21:15:00,72.29,94.561,40.406,31.177 -2020-10-17 21:30:00,70.67,94.51,40.406,31.177 -2020-10-17 21:45:00,69.52,92.175,40.406,31.177 -2020-10-17 22:00:00,66.37,88.87700000000001,39.616,31.177 -2020-10-17 22:15:00,65.35,86.779,39.616,31.177 -2020-10-17 22:30:00,63.44,83.772,39.616,31.177 -2020-10-17 22:45:00,62.35,80.665,39.616,31.177 -2020-10-17 23:00:00,58.53,76.434,32.205,31.177 -2020-10-17 23:15:00,56.67,73.855,32.205,31.177 -2020-10-17 23:30:00,56.68,71.44,32.205,31.177 -2020-10-17 23:45:00,56.38,70.208,32.205,31.177 -2020-10-18 00:00:00,52.9,57.243,28.229,31.177 -2020-10-18 00:15:00,53.22,55.765,28.229,31.177 -2020-10-18 00:30:00,52.88,55.606,28.229,31.177 -2020-10-18 00:45:00,53.61,55.98,28.229,31.177 -2020-10-18 01:00:00,51.32,56.903999999999996,25.669,31.177 -2020-10-18 01:15:00,52.64,56.831,25.669,31.177 -2020-10-18 01:30:00,51.62,55.996,25.669,31.177 -2020-10-18 01:45:00,51.85,55.832,25.669,31.177 -2020-10-18 02:00:00,51.91,56.717,24.948,31.177 -2020-10-18 02:15:00,52.54,56.151,24.948,31.177 -2020-10-18 02:30:00,52.65,56.998000000000005,24.948,31.177 -2020-10-18 02:45:00,52.06,57.849,24.948,31.177 -2020-10-18 03:00:00,51.53,60.59,24.445,31.177 -2020-10-18 03:15:00,52.25,60.667,24.445,31.177 -2020-10-18 03:30:00,52.4,60.486999999999995,24.445,31.177 -2020-10-18 03:45:00,52.91,62.228,24.445,31.177 -2020-10-18 04:00:00,54.69,69.267,25.839000000000002,31.177 -2020-10-18 04:15:00,55.62,75.545,25.839000000000002,31.177 -2020-10-18 04:30:00,56.31,74.807,25.839000000000002,31.177 -2020-10-18 04:45:00,56.9,75.675,25.839000000000002,31.177 -2020-10-18 05:00:00,58.65,90.402,26.803,31.177 -2020-10-18 05:15:00,58.63,101.00399999999999,26.803,31.177 -2020-10-18 05:30:00,59.14,96.463,26.803,31.177 -2020-10-18 05:45:00,57.88,92.30799999999999,26.803,31.177 -2020-10-18 06:00:00,62.76,105.06200000000001,28.147,31.177 -2020-10-18 06:15:00,63.62,119.914,28.147,31.177 -2020-10-18 06:30:00,63.69,113.374,28.147,31.177 -2020-10-18 06:45:00,65.7,107.73,28.147,31.177 -2020-10-18 07:00:00,70.03,106.82,31.116,31.177 -2020-10-18 07:15:00,71.46,108.045,31.116,31.177 -2020-10-18 07:30:00,71.58,109.411,31.116,31.177 -2020-10-18 07:45:00,72.74,111.01,31.116,31.177 -2020-10-18 08:00:00,71.27,113.97399999999999,35.739000000000004,31.177 -2020-10-18 08:15:00,71.83,116.021,35.739000000000004,31.177 -2020-10-18 08:30:00,71.64,116.059,35.739000000000004,31.177 -2020-10-18 08:45:00,73.24,116.448,35.739000000000004,31.177 -2020-10-18 09:00:00,73.13,113.434,39.455999999999996,31.177 -2020-10-18 09:15:00,75.2,112.875,39.455999999999996,31.177 -2020-10-18 09:30:00,75.81,113.135,39.455999999999996,31.177 -2020-10-18 09:45:00,78.43,113.03299999999999,39.455999999999996,31.177 -2020-10-18 10:00:00,74.81,110.97200000000001,41.343999999999994,31.177 -2020-10-18 10:15:00,75.06,110.79299999999999,41.343999999999994,31.177 -2020-10-18 10:30:00,75.48,109.82700000000001,41.343999999999994,31.177 -2020-10-18 10:45:00,76.1,109.087,41.343999999999994,31.177 -2020-10-18 11:00:00,75.4,106.171,43.645,31.177 -2020-10-18 11:15:00,70.54,105.47,43.645,31.177 -2020-10-18 11:30:00,68.91,105.75200000000001,43.645,31.177 -2020-10-18 11:45:00,69.28,105.943,43.645,31.177 -2020-10-18 12:00:00,69.75,102.689,39.796,31.177 -2020-10-18 12:15:00,67.11,101.93700000000001,39.796,31.177 -2020-10-18 12:30:00,67.36,101.18799999999999,39.796,31.177 -2020-10-18 12:45:00,69.13,100.594,39.796,31.177 -2020-10-18 13:00:00,64.24,100.186,36.343,31.177 -2020-10-18 13:15:00,62.42,100.39,36.343,31.177 -2020-10-18 13:30:00,63.26,99.26299999999999,36.343,31.177 -2020-10-18 13:45:00,63.85,98.81700000000001,36.343,31.177 -2020-10-18 14:00:00,61.41,98.94,33.162,31.177 -2020-10-18 14:15:00,61.03,98.955,33.162,31.177 -2020-10-18 14:30:00,62.69,98.22399999999999,33.162,31.177 -2020-10-18 14:45:00,64.11,97.681,33.162,31.177 -2020-10-18 15:00:00,66.4,96.44,33.215,31.177 -2020-10-18 15:15:00,66.52,96.898,33.215,31.177 -2020-10-18 15:30:00,68.51,97.12799999999999,33.215,31.177 -2020-10-18 15:45:00,71.34,97.664,33.215,31.177 -2020-10-18 16:00:00,75.08,98.287,37.385999999999996,31.177 -2020-10-18 16:15:00,76.81,98.823,37.385999999999996,31.177 -2020-10-18 16:30:00,79.34,99.815,37.385999999999996,31.177 -2020-10-18 16:45:00,83.18,98.639,37.385999999999996,31.177 -2020-10-18 17:00:00,89.98,99.574,46.618,31.177 -2020-10-18 17:15:00,92.24,100.639,46.618,31.177 -2020-10-18 17:30:00,94.57,100.874,46.618,31.177 -2020-10-18 17:45:00,94.81,102.181,46.618,31.177 -2020-10-18 18:00:00,98.0,104.02799999999999,50.111000000000004,31.177 -2020-10-18 18:15:00,94.97,105.304,50.111000000000004,31.177 -2020-10-18 18:30:00,93.21,104.22200000000001,50.111000000000004,31.177 -2020-10-18 18:45:00,91.12,105.446,50.111000000000004,31.177 -2020-10-18 19:00:00,88.83,107.86,50.25,31.177 -2020-10-18 19:15:00,92.4,106.557,50.25,31.177 -2020-10-18 19:30:00,93.45,106.14,50.25,31.177 -2020-10-18 19:45:00,92.2,106.221,50.25,31.177 -2020-10-18 20:00:00,82.79,104.83200000000001,44.265,31.177 -2020-10-18 20:15:00,85.44,103.654,44.265,31.177 -2020-10-18 20:30:00,87.59,103.538,44.265,31.177 -2020-10-18 20:45:00,91.02,101.215,44.265,31.177 -2020-10-18 21:00:00,88.07,97.631,39.717,31.177 -2020-10-18 21:15:00,83.42,98.124,39.717,31.177 -2020-10-18 21:30:00,80.07,97.94200000000001,39.717,31.177 -2020-10-18 21:45:00,83.72,95.816,39.717,31.177 -2020-10-18 22:00:00,81.94,92.81299999999999,39.224000000000004,31.177 -2020-10-18 22:15:00,82.38,89.552,39.224000000000004,31.177 -2020-10-18 22:30:00,77.0,84.719,39.224000000000004,31.177 -2020-10-18 22:45:00,77.52,80.611,39.224000000000004,31.177 -2020-10-18 23:00:00,75.69,74.82,33.518,31.177 -2020-10-18 23:15:00,75.04,73.737,33.518,31.177 -2020-10-18 23:30:00,72.22,71.502,33.518,31.177 -2020-10-18 23:45:00,70.95,70.789,33.518,31.177 -2020-10-19 00:00:00,72.57,60.35,34.301,31.349 -2020-10-19 00:15:00,72.05,60.687,34.301,31.349 -2020-10-19 00:30:00,71.7,60.415,34.301,31.349 -2020-10-19 00:45:00,68.05,60.333999999999996,34.301,31.349 -2020-10-19 01:00:00,63.81,61.445,34.143,31.349 -2020-10-19 01:15:00,70.57,61.14,34.143,31.349 -2020-10-19 01:30:00,73.46,60.521,34.143,31.349 -2020-10-19 01:45:00,73.96,60.363,34.143,31.349 -2020-10-19 02:00:00,69.68,61.452,33.650999999999996,31.349 -2020-10-19 02:15:00,71.16,61.118,33.650999999999996,31.349 -2020-10-19 02:30:00,74.31,62.191,33.650999999999996,31.349 -2020-10-19 02:45:00,75.73,62.668,33.650999999999996,31.349 -2020-10-19 03:00:00,74.19,66.23100000000001,32.599000000000004,31.349 -2020-10-19 03:15:00,76.4,67.46600000000001,32.599000000000004,31.349 -2020-10-19 03:30:00,80.44,67.487,32.599000000000004,31.349 -2020-10-19 03:45:00,82.75,68.72399999999999,32.599000000000004,31.349 -2020-10-19 04:00:00,83.01,79.33800000000001,33.785,31.349 -2020-10-19 04:15:00,86.46,89.04,33.785,31.349 -2020-10-19 04:30:00,93.16,89.11200000000001,33.785,31.349 -2020-10-19 04:45:00,99.61,90.245,33.785,31.349 -2020-10-19 05:00:00,103.97,115.891,41.285,31.349 -2020-10-19 05:15:00,106.86,141.102,41.285,31.349 -2020-10-19 05:30:00,111.68,135.92700000000002,41.285,31.349 -2020-10-19 05:45:00,123.4,127.571,41.285,31.349 -2020-10-19 06:00:00,130.7,127.085,60.486000000000004,31.349 -2020-10-19 06:15:00,123.9,130.441,60.486000000000004,31.349 -2020-10-19 06:30:00,124.3,129.692,60.486000000000004,31.349 -2020-10-19 06:45:00,125.37,130.83,60.486000000000004,31.349 -2020-10-19 07:00:00,128.39,131.643,74.012,31.349 -2020-10-19 07:15:00,126.92,134.558,74.012,31.349 -2020-10-19 07:30:00,124.7,135.17,74.012,31.349 -2020-10-19 07:45:00,123.89,135.63299999999998,74.012,31.349 -2020-10-19 08:00:00,122.1,135.503,69.569,31.349 -2020-10-19 08:15:00,120.91,135.888,69.569,31.349 -2020-10-19 08:30:00,123.72,133.418,69.569,31.349 -2020-10-19 08:45:00,126.6,132.155,69.569,31.349 -2020-10-19 09:00:00,123.28,128.308,66.152,31.349 -2020-10-19 09:15:00,122.26,125.132,66.152,31.349 -2020-10-19 09:30:00,120.9,124.45,66.152,31.349 -2020-10-19 09:45:00,122.7,123.491,66.152,31.349 -2020-10-19 10:00:00,123.26,121.242,62.923,31.349 -2020-10-19 10:15:00,123.92,120.78200000000001,62.923,31.349 -2020-10-19 10:30:00,124.65,119.12799999999999,62.923,31.349 -2020-10-19 10:45:00,121.74,118.13,62.923,31.349 -2020-10-19 11:00:00,111.45,113.977,61.522,31.349 -2020-10-19 11:15:00,111.72,114.376,61.522,31.349 -2020-10-19 11:30:00,111.64,115.708,61.522,31.349 -2020-10-19 11:45:00,114.51,115.85799999999999,61.522,31.349 -2020-10-19 12:00:00,109.18,113.042,58.632,31.349 -2020-10-19 12:15:00,109.27,112.32799999999999,58.632,31.349 -2020-10-19 12:30:00,119.09,111.34,58.632,31.349 -2020-10-19 12:45:00,120.49,111.61399999999999,58.632,31.349 -2020-10-19 13:00:00,121.81,111.93299999999999,59.06,31.349 -2020-10-19 13:15:00,123.36,111.008,59.06,31.349 -2020-10-19 13:30:00,124.18,109.641,59.06,31.349 -2020-10-19 13:45:00,123.73,109.555,59.06,31.349 -2020-10-19 14:00:00,128.78,108.941,59.791000000000004,31.349 -2020-10-19 14:15:00,127.05,108.83,59.791000000000004,31.349 -2020-10-19 14:30:00,122.62,107.762,59.791000000000004,31.349 -2020-10-19 14:45:00,122.32,107.991,59.791000000000004,31.349 -2020-10-19 15:00:00,121.8,107.624,61.148,31.349 -2020-10-19 15:15:00,124.23,107.045,61.148,31.349 -2020-10-19 15:30:00,120.17,107.131,61.148,31.349 -2020-10-19 15:45:00,122.07,107.24,61.148,31.349 -2020-10-19 16:00:00,125.4,108.13600000000001,66.009,31.349 -2020-10-19 16:15:00,122.23,108.296,66.009,31.349 -2020-10-19 16:30:00,123.96,108.48,66.009,31.349 -2020-10-19 16:45:00,124.66,106.705,66.009,31.349 -2020-10-19 17:00:00,132.19,106.90799999999999,73.683,31.349 -2020-10-19 17:15:00,128.75,107.635,73.683,31.349 -2020-10-19 17:30:00,131.94,107.412,73.683,31.349 -2020-10-19 17:45:00,128.27,107.76,73.683,31.349 -2020-10-19 18:00:00,132.72,109.30799999999999,72.848,31.349 -2020-10-19 18:15:00,126.09,108.596,72.848,31.349 -2020-10-19 18:30:00,127.58,107.54700000000001,72.848,31.349 -2020-10-19 18:45:00,123.85,110.50200000000001,72.848,31.349 -2020-10-19 19:00:00,120.43,111.916,71.139,31.349 -2020-10-19 19:15:00,112.13,110.569,71.139,31.349 -2020-10-19 19:30:00,108.57,110.238,71.139,31.349 -2020-10-19 19:45:00,108.74,109.59,71.139,31.349 -2020-10-19 20:00:00,106.01,106.426,69.667,31.349 -2020-10-19 20:15:00,109.28,104.56700000000001,69.667,31.349 -2020-10-19 20:30:00,106.18,103.68299999999999,69.667,31.349 -2020-10-19 20:45:00,100.16,102.28200000000001,69.667,31.349 -2020-10-19 21:00:00,94.21,98.705,61.166000000000004,31.349 -2020-10-19 21:15:00,95.43,98.78,61.166000000000004,31.349 -2020-10-19 21:30:00,96.14,98.366,61.166000000000004,31.349 -2020-10-19 21:45:00,94.59,95.859,61.166000000000004,31.349 -2020-10-19 22:00:00,89.3,90.444,52.772,31.349 -2020-10-19 22:15:00,84.72,87.365,52.772,31.349 -2020-10-19 22:30:00,86.82,75.70100000000001,52.772,31.349 -2020-10-19 22:45:00,86.53,69.094,52.772,31.349 -2020-10-19 23:00:00,81.21,63.718,45.136,31.349 -2020-10-19 23:15:00,79.44,63.248999999999995,45.136,31.349 -2020-10-19 23:30:00,81.27,62.427,45.136,31.349 -2020-10-19 23:45:00,78.67,62.832,45.136,31.349 -2020-10-20 00:00:00,75.94,59.277,47.35,31.349 -2020-10-20 00:15:00,72.26,60.708999999999996,47.35,31.349 -2020-10-20 00:30:00,77.13,60.317,47.35,31.349 -2020-10-20 00:45:00,79.34,60.123999999999995,47.35,31.349 -2020-10-20 01:00:00,76.83,60.9,43.424,31.349 -2020-10-20 01:15:00,74.74,60.449,43.424,31.349 -2020-10-20 01:30:00,77.46,59.869,43.424,31.349 -2020-10-20 01:45:00,79.29,59.611999999999995,43.424,31.349 -2020-10-20 02:00:00,74.21,60.479,41.778999999999996,31.349 -2020-10-20 02:15:00,72.87,60.657,41.778999999999996,31.349 -2020-10-20 02:30:00,80.67,61.238,41.778999999999996,31.349 -2020-10-20 02:45:00,80.69,61.875,41.778999999999996,31.349 -2020-10-20 03:00:00,84.16,64.58,40.771,31.349 -2020-10-20 03:15:00,76.84,65.876,40.771,31.349 -2020-10-20 03:30:00,81.98,66.119,40.771,31.349 -2020-10-20 03:45:00,85.52,66.896,40.771,31.349 -2020-10-20 04:00:00,88.83,76.83,41.816,31.349 -2020-10-20 04:15:00,86.61,86.4,41.816,31.349 -2020-10-20 04:30:00,89.0,86.262,41.816,31.349 -2020-10-20 04:45:00,93.57,88.22,41.816,31.349 -2020-10-20 05:00:00,103.8,117.08200000000001,45.842,31.349 -2020-10-20 05:15:00,114.96,142.561,45.842,31.349 -2020-10-20 05:30:00,119.33,136.741,45.842,31.349 -2020-10-20 05:45:00,118.64,127.999,45.842,31.349 -2020-10-20 06:00:00,120.99,127.436,59.12,31.349 -2020-10-20 06:15:00,123.0,131.688,59.12,31.349 -2020-10-20 06:30:00,124.14,130.493,59.12,31.349 -2020-10-20 06:45:00,126.4,131.034,59.12,31.349 -2020-10-20 07:00:00,128.62,131.822,70.33,31.349 -2020-10-20 07:15:00,126.71,134.554,70.33,31.349 -2020-10-20 07:30:00,126.14,134.931,70.33,31.349 -2020-10-20 07:45:00,125.14,135.055,70.33,31.349 -2020-10-20 08:00:00,124.17,134.97,67.788,31.349 -2020-10-20 08:15:00,128.23,134.60299999999998,67.788,31.349 -2020-10-20 08:30:00,129.26,132.143,67.788,31.349 -2020-10-20 08:45:00,129.38,130.308,67.788,31.349 -2020-10-20 09:00:00,127.86,126.161,62.622,31.349 -2020-10-20 09:15:00,129.76,123.774,62.622,31.349 -2020-10-20 09:30:00,128.95,123.736,62.622,31.349 -2020-10-20 09:45:00,129.62,123.212,62.622,31.349 -2020-10-20 10:00:00,130.0,120.056,60.887,31.349 -2020-10-20 10:15:00,130.9,118.914,60.887,31.349 -2020-10-20 10:30:00,130.71,117.34899999999999,60.887,31.349 -2020-10-20 10:45:00,129.56,116.9,60.887,31.349 -2020-10-20 11:00:00,126.57,113.57799999999999,59.812,31.349 -2020-10-20 11:15:00,127.65,113.931,59.812,31.349 -2020-10-20 11:30:00,129.33,114.149,59.812,31.349 -2020-10-20 11:45:00,128.71,114.49700000000001,59.812,31.349 -2020-10-20 12:00:00,126.55,110.807,56.614,31.349 -2020-10-20 12:15:00,128.41,109.98,56.614,31.349 -2020-10-20 12:30:00,126.5,109.773,56.614,31.349 -2020-10-20 12:45:00,126.79,110.145,56.614,31.349 -2020-10-20 13:00:00,125.27,110.044,56.824,31.349 -2020-10-20 13:15:00,127.5,109.61200000000001,56.824,31.349 -2020-10-20 13:30:00,127.16,108.911,56.824,31.349 -2020-10-20 13:45:00,125.66,108.56200000000001,56.824,31.349 -2020-10-20 14:00:00,126.58,108.228,57.623999999999995,31.349 -2020-10-20 14:15:00,125.58,108.148,57.623999999999995,31.349 -2020-10-20 14:30:00,125.54,107.60600000000001,57.623999999999995,31.349 -2020-10-20 14:45:00,124.61,107.48700000000001,57.623999999999995,31.349 -2020-10-20 15:00:00,124.48,106.787,59.724,31.349 -2020-10-20 15:15:00,125.53,106.771,59.724,31.349 -2020-10-20 15:30:00,122.51,106.945,59.724,31.349 -2020-10-20 15:45:00,123.47,106.96700000000001,59.724,31.349 -2020-10-20 16:00:00,124.86,107.792,61.64,31.349 -2020-10-20 16:15:00,126.88,108.274,61.64,31.349 -2020-10-20 16:30:00,127.79,108.666,61.64,31.349 -2020-10-20 16:45:00,130.62,107.39299999999999,61.64,31.349 -2020-10-20 17:00:00,132.63,107.946,68.962,31.349 -2020-10-20 17:15:00,134.24,108.882,68.962,31.349 -2020-10-20 17:30:00,132.03,108.838,68.962,31.349 -2020-10-20 17:45:00,129.1,108.991,68.962,31.349 -2020-10-20 18:00:00,128.24,110.06,69.149,31.349 -2020-10-20 18:15:00,127.87,109.694,69.149,31.349 -2020-10-20 18:30:00,123.22,108.37899999999999,69.149,31.349 -2020-10-20 18:45:00,124.82,111.66799999999999,69.149,31.349 -2020-10-20 19:00:00,115.2,112.62100000000001,68.832,31.349 -2020-10-20 19:15:00,110.22,111.197,68.832,31.349 -2020-10-20 19:30:00,108.41,110.40899999999999,68.832,31.349 -2020-10-20 19:45:00,104.68,109.90299999999999,68.832,31.349 -2020-10-20 20:00:00,101.56,107.01299999999999,66.403,31.349 -2020-10-20 20:15:00,101.65,104.178,66.403,31.349 -2020-10-20 20:30:00,100.36,103.81,66.403,31.349 -2020-10-20 20:45:00,100.6,102.27600000000001,66.403,31.349 -2020-10-20 21:00:00,91.23,98.71700000000001,57.352,31.349 -2020-10-20 21:15:00,90.92,98.59700000000001,57.352,31.349 -2020-10-20 21:30:00,88.27,97.89299999999999,57.352,31.349 -2020-10-20 21:45:00,86.17,95.569,57.352,31.349 -2020-10-20 22:00:00,81.6,91.111,51.148999999999994,31.349 -2020-10-20 22:15:00,80.06,87.729,51.148999999999994,31.349 -2020-10-20 22:30:00,78.33,76.27,51.148999999999994,31.349 -2020-10-20 22:45:00,77.72,69.81,51.148999999999994,31.349 -2020-10-20 23:00:00,75.14,64.126,41.8,31.349 -2020-10-20 23:15:00,72.31,63.852,41.8,31.349 -2020-10-20 23:30:00,72.2,62.843,41.8,31.349 -2020-10-20 23:45:00,70.69,63.091,41.8,31.349 -2020-10-21 00:00:00,69.76,59.614,42.269,31.349 -2020-10-21 00:15:00,70.51,61.033,42.269,31.349 -2020-10-21 00:30:00,68.91,60.648,42.269,31.349 -2020-10-21 00:45:00,70.39,60.449,42.269,31.349 -2020-10-21 01:00:00,68.96,61.236999999999995,38.527,31.349 -2020-10-21 01:15:00,69.7,60.805,38.527,31.349 -2020-10-21 01:30:00,66.77,60.242,38.527,31.349 -2020-10-21 01:45:00,69.61,59.981,38.527,31.349 -2020-10-21 02:00:00,69.44,60.858000000000004,36.393,31.349 -2020-10-21 02:15:00,70.57,61.048,36.393,31.349 -2020-10-21 02:30:00,70.25,61.61600000000001,36.393,31.349 -2020-10-21 02:45:00,70.99,62.246,36.393,31.349 -2020-10-21 03:00:00,72.78,64.939,36.167,31.349 -2020-10-21 03:15:00,73.7,66.257,36.167,31.349 -2020-10-21 03:30:00,74.4,66.502,36.167,31.349 -2020-10-21 03:45:00,74.06,67.263,36.167,31.349 -2020-10-21 04:00:00,80.73,77.21600000000001,38.092,31.349 -2020-10-21 04:15:00,83.23,86.816,38.092,31.349 -2020-10-21 04:30:00,94.46,86.675,38.092,31.349 -2020-10-21 04:45:00,98.59,88.64200000000001,38.092,31.349 -2020-10-21 05:00:00,105.32,117.571,42.268,31.349 -2020-10-21 05:15:00,106.7,143.113,42.268,31.349 -2020-10-21 05:30:00,113.14,137.283,42.268,31.349 -2020-10-21 05:45:00,116.18,128.509,42.268,31.349 -2020-10-21 06:00:00,122.3,127.931,60.158,31.349 -2020-10-21 06:15:00,125.24,132.197,60.158,31.349 -2020-10-21 06:30:00,128.18,131.024,60.158,31.349 -2020-10-21 06:45:00,129.46,131.575,60.158,31.349 -2020-10-21 07:00:00,132.09,132.361,74.792,31.349 -2020-10-21 07:15:00,133.19,135.106,74.792,31.349 -2020-10-21 07:30:00,135.44,135.514,74.792,31.349 -2020-10-21 07:45:00,133.65,135.642,74.792,31.349 -2020-10-21 08:00:00,132.41,135.57,70.499,31.349 -2020-10-21 08:15:00,134.22,135.18200000000002,70.499,31.349 -2020-10-21 08:30:00,134.75,132.749,70.499,31.349 -2020-10-21 08:45:00,134.77,130.888,70.499,31.349 -2020-10-21 09:00:00,135.22,126.735,68.892,31.349 -2020-10-21 09:15:00,136.3,124.346,68.892,31.349 -2020-10-21 09:30:00,138.43,124.294,68.892,31.349 -2020-10-21 09:45:00,138.85,123.74600000000001,68.892,31.349 -2020-10-21 10:00:00,138.15,120.583,66.88600000000001,31.349 -2020-10-21 10:15:00,138.15,119.40100000000001,66.88600000000001,31.349 -2020-10-21 10:30:00,137.96,117.815,66.88600000000001,31.349 -2020-10-21 10:45:00,135.02,117.351,66.88600000000001,31.349 -2020-10-21 11:00:00,131.3,114.03200000000001,66.187,31.349 -2020-10-21 11:15:00,131.26,114.366,66.187,31.349 -2020-10-21 11:30:00,131.11,114.583,66.187,31.349 -2020-10-21 11:45:00,132.59,114.916,66.187,31.349 -2020-10-21 12:00:00,129.61,111.206,62.18,31.349 -2020-10-21 12:15:00,129.87,110.37299999999999,62.18,31.349 -2020-10-21 12:30:00,128.91,110.20200000000001,62.18,31.349 -2020-10-21 12:45:00,128.14,110.572,62.18,31.349 -2020-10-21 13:00:00,124.86,110.43700000000001,62.23,31.349 -2020-10-21 13:15:00,121.86,110.012,62.23,31.349 -2020-10-21 13:30:00,123.13,109.31,62.23,31.349 -2020-10-21 13:45:00,120.42,108.958,62.23,31.349 -2020-10-21 14:00:00,118.39,108.573,63.721000000000004,31.349 -2020-10-21 14:15:00,120.77,108.508,63.721000000000004,31.349 -2020-10-21 14:30:00,121.85,108.00299999999999,63.721000000000004,31.349 -2020-10-21 14:45:00,121.34,107.882,63.721000000000004,31.349 -2020-10-21 15:00:00,118.71,107.161,66.523,31.349 -2020-10-21 15:15:00,118.61,107.163,66.523,31.349 -2020-10-21 15:30:00,118.37,107.37700000000001,66.523,31.349 -2020-10-21 15:45:00,117.66,107.412,66.523,31.349 -2020-10-21 16:00:00,117.97,108.20700000000001,69.679,31.349 -2020-10-21 16:15:00,119.99,108.711,69.679,31.349 -2020-10-21 16:30:00,122.09,109.101,69.679,31.349 -2020-10-21 16:45:00,123.57,107.87899999999999,69.679,31.349 -2020-10-21 17:00:00,130.15,108.39,75.04,31.349 -2020-10-21 17:15:00,128.12,109.345,75.04,31.349 -2020-10-21 17:30:00,132.36,109.304,75.04,31.349 -2020-10-21 17:45:00,129.08,109.47200000000001,75.04,31.349 -2020-10-21 18:00:00,130.24,110.53299999999999,75.915,31.349 -2020-10-21 18:15:00,127.7,110.141,75.915,31.349 -2020-10-21 18:30:00,127.89,108.836,75.915,31.349 -2020-10-21 18:45:00,123.32,112.119,75.915,31.349 -2020-10-21 19:00:00,118.23,113.083,74.66,31.349 -2020-10-21 19:15:00,113.94,111.652,74.66,31.349 -2020-10-21 19:30:00,110.24,110.85,74.66,31.349 -2020-10-21 19:45:00,109.15,110.32,74.66,31.349 -2020-10-21 20:00:00,103.44,107.45299999999999,71.204,31.349 -2020-10-21 20:15:00,104.11,104.609,71.204,31.349 -2020-10-21 20:30:00,104.78,104.212,71.204,31.349 -2020-10-21 20:45:00,105.75,102.661,71.204,31.349 -2020-10-21 21:00:00,100.72,99.09899999999999,61.052,31.349 -2020-10-21 21:15:00,95.64,98.96700000000001,61.052,31.349 -2020-10-21 21:30:00,91.76,98.273,61.052,31.349 -2020-10-21 21:45:00,95.11,95.929,61.052,31.349 -2020-10-21 22:00:00,91.39,91.464,54.691,31.349 -2020-10-21 22:15:00,87.48,88.06200000000001,54.691,31.349 -2020-10-21 22:30:00,84.33,76.632,54.691,31.349 -2020-10-21 22:45:00,85.24,70.179,54.691,31.349 -2020-10-21 23:00:00,81.86,64.51,45.18,31.349 -2020-10-21 23:15:00,83.34,64.208,45.18,31.349 -2020-10-21 23:30:00,79.08,63.201,45.18,31.349 -2020-10-21 23:45:00,78.07,63.438,45.18,31.349 -2020-10-22 00:00:00,78.96,59.951,42.746,31.349 -2020-10-22 00:15:00,80.34,61.357,42.746,31.349 -2020-10-22 00:30:00,76.75,60.979,42.746,31.349 -2020-10-22 00:45:00,74.47,60.773,42.746,31.349 -2020-10-22 01:00:00,74.08,61.575,40.025999999999996,31.349 -2020-10-22 01:15:00,78.96,61.161,40.025999999999996,31.349 -2020-10-22 01:30:00,78.92,60.614,40.025999999999996,31.349 -2020-10-22 01:45:00,72.66,60.349,40.025999999999996,31.349 -2020-10-22 02:00:00,72.85,61.236000000000004,38.154,31.349 -2020-10-22 02:15:00,72.18,61.438,38.154,31.349 -2020-10-22 02:30:00,80.12,61.99100000000001,38.154,31.349 -2020-10-22 02:45:00,80.24,62.618,38.154,31.349 -2020-10-22 03:00:00,77.98,65.297,37.575,31.349 -2020-10-22 03:15:00,77.21,66.63600000000001,37.575,31.349 -2020-10-22 03:30:00,76.58,66.88600000000001,37.575,31.349 -2020-10-22 03:45:00,81.48,67.62899999999999,37.575,31.349 -2020-10-22 04:00:00,90.01,77.601,39.154,31.349 -2020-10-22 04:15:00,92.44,87.23,39.154,31.349 -2020-10-22 04:30:00,87.34,87.086,39.154,31.349 -2020-10-22 04:45:00,93.79,89.06200000000001,39.154,31.349 -2020-10-22 05:00:00,105.64,118.059,44.085,31.349 -2020-10-22 05:15:00,114.87,143.665,44.085,31.349 -2020-10-22 05:30:00,114.7,137.82399999999998,44.085,31.349 -2020-10-22 05:45:00,113.54,129.018,44.085,31.349 -2020-10-22 06:00:00,122.12,128.42600000000002,57.49,31.349 -2020-10-22 06:15:00,124.14,132.705,57.49,31.349 -2020-10-22 06:30:00,127.55,131.553,57.49,31.349 -2020-10-22 06:45:00,128.59,132.114,57.49,31.349 -2020-10-22 07:00:00,132.08,132.9,73.617,31.349 -2020-10-22 07:15:00,132.26,135.658,73.617,31.349 -2020-10-22 07:30:00,133.23,136.096,73.617,31.349 -2020-10-22 07:45:00,133.61,136.227,73.617,31.349 -2020-10-22 08:00:00,133.59,136.168,69.281,31.349 -2020-10-22 08:15:00,133.94,135.75799999999998,69.281,31.349 -2020-10-22 08:30:00,133.56,133.351,69.281,31.349 -2020-10-22 08:45:00,134.29,131.466,69.281,31.349 -2020-10-22 09:00:00,132.11,127.307,63.926,31.349 -2020-10-22 09:15:00,134.27,124.915,63.926,31.349 -2020-10-22 09:30:00,133.85,124.851,63.926,31.349 -2020-10-22 09:45:00,133.96,124.27799999999999,63.926,31.349 -2020-10-22 10:00:00,131.38,121.10799999999999,59.442,31.349 -2020-10-22 10:15:00,133.21,119.88600000000001,59.442,31.349 -2020-10-22 10:30:00,132.9,118.28,59.442,31.349 -2020-10-22 10:45:00,132.11,117.79899999999999,59.442,31.349 -2020-10-22 11:00:00,127.4,114.485,56.771,31.349 -2020-10-22 11:15:00,129.2,114.801,56.771,31.349 -2020-10-22 11:30:00,127.65,115.016,56.771,31.349 -2020-10-22 11:45:00,125.62,115.334,56.771,31.349 -2020-10-22 12:00:00,123.46,111.602,53.701,31.349 -2020-10-22 12:15:00,124.88,110.765,53.701,31.349 -2020-10-22 12:30:00,119.09,110.62799999999999,53.701,31.349 -2020-10-22 12:45:00,120.14,110.99799999999999,53.701,31.349 -2020-10-22 13:00:00,122.1,110.82799999999999,52.364,31.349 -2020-10-22 13:15:00,123.26,110.411,52.364,31.349 -2020-10-22 13:30:00,124.34,109.709,52.364,31.349 -2020-10-22 13:45:00,124.93,109.353,52.364,31.349 -2020-10-22 14:00:00,128.1,108.916,53.419,31.349 -2020-10-22 14:15:00,124.78,108.868,53.419,31.349 -2020-10-22 14:30:00,123.07,108.398,53.419,31.349 -2020-10-22 14:45:00,119.7,108.27600000000001,53.419,31.349 -2020-10-22 15:00:00,121.74,107.53399999999999,56.744,31.349 -2020-10-22 15:15:00,119.68,107.554,56.744,31.349 -2020-10-22 15:30:00,119.77,107.806,56.744,31.349 -2020-10-22 15:45:00,118.01,107.85600000000001,56.744,31.349 -2020-10-22 16:00:00,123.58,108.62,60.458,31.349 -2020-10-22 16:15:00,123.95,109.146,60.458,31.349 -2020-10-22 16:30:00,124.24,109.53299999999999,60.458,31.349 -2020-10-22 16:45:00,126.61,108.363,60.458,31.349 -2020-10-22 17:00:00,132.29,108.83200000000001,66.295,31.349 -2020-10-22 17:15:00,131.4,109.807,66.295,31.349 -2020-10-22 17:30:00,130.67,109.76799999999999,66.295,31.349 -2020-10-22 17:45:00,130.55,109.95200000000001,66.295,31.349 -2020-10-22 18:00:00,130.07,111.006,68.468,31.349 -2020-10-22 18:15:00,127.24,110.588,68.468,31.349 -2020-10-22 18:30:00,126.24,109.292,68.468,31.349 -2020-10-22 18:45:00,124.94,112.571,68.468,31.349 -2020-10-22 19:00:00,116.69,113.544,66.39399999999999,31.349 -2020-10-22 19:15:00,113.13,112.10600000000001,66.39399999999999,31.349 -2020-10-22 19:30:00,109.94,111.291,66.39399999999999,31.349 -2020-10-22 19:45:00,109.01,110.73700000000001,66.39399999999999,31.349 -2020-10-22 20:00:00,106.55,107.891,63.183,31.349 -2020-10-22 20:15:00,110.78,105.039,63.183,31.349 -2020-10-22 20:30:00,109.45,104.61399999999999,63.183,31.349 -2020-10-22 20:45:00,102.93,103.04299999999999,63.183,31.349 -2020-10-22 21:00:00,95.75,99.479,55.133,31.349 -2020-10-22 21:15:00,94.53,99.337,55.133,31.349 -2020-10-22 21:30:00,91.45,98.652,55.133,31.349 -2020-10-22 21:45:00,96.05,96.286,55.133,31.349 -2020-10-22 22:00:00,89.93,91.816,50.111999999999995,31.349 -2020-10-22 22:15:00,88.13,88.395,50.111999999999995,31.349 -2020-10-22 22:30:00,89.13,76.995,50.111999999999995,31.349 -2020-10-22 22:45:00,89.9,70.547,50.111999999999995,31.349 -2020-10-22 23:00:00,83.75,64.893,44.536,31.349 -2020-10-22 23:15:00,78.07,64.564,44.536,31.349 -2020-10-22 23:30:00,80.56,63.558,44.536,31.349 -2020-10-22 23:45:00,82.63,63.785,44.536,31.349 -2020-10-23 00:00:00,78.83,58.907,42.291000000000004,31.349 -2020-10-23 00:15:00,76.14,60.5,42.291000000000004,31.349 -2020-10-23 00:30:00,70.38,60.188,42.291000000000004,31.349 -2020-10-23 00:45:00,78.33,60.231,42.291000000000004,31.349 -2020-10-23 01:00:00,77.49,60.708999999999996,41.008,31.349 -2020-10-23 01:15:00,78.38,60.483000000000004,41.008,31.349 -2020-10-23 01:30:00,72.93,60.181999999999995,41.008,31.349 -2020-10-23 01:45:00,73.02,59.847,41.008,31.349 -2020-10-23 02:00:00,71.03,61.23,39.521,31.349 -2020-10-23 02:15:00,73.65,61.361000000000004,39.521,31.349 -2020-10-23 02:30:00,79.52,62.555,39.521,31.349 -2020-10-23 02:45:00,80.33,62.872,39.521,31.349 -2020-10-23 03:00:00,79.49,65.42,39.812,31.349 -2020-10-23 03:15:00,77.2,66.66199999999999,39.812,31.349 -2020-10-23 03:30:00,77.66,66.79,39.812,31.349 -2020-10-23 03:45:00,80.08,68.09899999999999,39.812,31.349 -2020-10-23 04:00:00,93.02,78.267,41.22,31.349 -2020-10-23 04:15:00,92.04,87.04899999999999,41.22,31.349 -2020-10-23 04:30:00,95.88,87.476,41.22,31.349 -2020-10-23 04:45:00,103.64,88.589,41.22,31.349 -2020-10-23 05:00:00,110.56,116.802,45.115,31.349 -2020-10-23 05:15:00,109.64,143.666,45.115,31.349 -2020-10-23 05:30:00,112.58,138.431,45.115,31.349 -2020-10-23 05:45:00,115.81,129.345,45.115,31.349 -2020-10-23 06:00:00,127.62,129.082,59.06100000000001,31.349 -2020-10-23 06:15:00,125.7,132.726,59.06100000000001,31.349 -2020-10-23 06:30:00,129.36,131.142,59.06100000000001,31.349 -2020-10-23 06:45:00,130.72,132.45600000000002,59.06100000000001,31.349 -2020-10-23 07:00:00,132.87,133.134,71.874,31.349 -2020-10-23 07:15:00,132.91,136.845,71.874,31.349 -2020-10-23 07:30:00,132.75,136.32399999999998,71.874,31.349 -2020-10-23 07:45:00,132.39,135.908,71.874,31.349 -2020-10-23 08:00:00,135.33,135.643,68.439,31.349 -2020-10-23 08:15:00,133.18,135.3,68.439,31.349 -2020-10-23 08:30:00,131.71,133.393,68.439,31.349 -2020-10-23 08:45:00,132.74,130.588,68.439,31.349 -2020-10-23 09:00:00,130.86,125.649,65.523,31.349 -2020-10-23 09:15:00,129.44,124.387,65.523,31.349 -2020-10-23 09:30:00,130.21,123.78299999999999,65.523,31.349 -2020-10-23 09:45:00,126.99,123.292,65.523,31.349 -2020-10-23 10:00:00,126.29,119.389,62.005,31.349 -2020-10-23 10:15:00,126.97,118.429,62.005,31.349 -2020-10-23 10:30:00,127.62,116.988,62.005,31.349 -2020-10-23 10:45:00,128.81,116.204,62.005,31.349 -2020-10-23 11:00:00,125.12,112.964,60.351000000000006,31.349 -2020-10-23 11:15:00,124.04,112.315,60.351000000000006,31.349 -2020-10-23 11:30:00,124.64,113.381,60.351000000000006,31.349 -2020-10-23 11:45:00,128.31,113.32799999999999,60.351000000000006,31.349 -2020-10-23 12:00:00,121.36,110.387,55.331,31.349 -2020-10-23 12:15:00,123.71,108.07700000000001,55.331,31.349 -2020-10-23 12:30:00,121.4,108.113,55.331,31.349 -2020-10-23 12:45:00,120.71,108.477,55.331,31.349 -2020-10-23 13:00:00,114.05,109.057,53.361999999999995,31.349 -2020-10-23 13:15:00,112.96,109.195,53.361999999999995,31.349 -2020-10-23 13:30:00,114.06,108.807,53.361999999999995,31.349 -2020-10-23 13:45:00,109.64,108.527,53.361999999999995,31.349 -2020-10-23 14:00:00,109.29,107.06299999999999,51.708,31.349 -2020-10-23 14:15:00,107.91,107.09200000000001,51.708,31.349 -2020-10-23 14:30:00,109.64,107.539,51.708,31.349 -2020-10-23 14:45:00,108.55,107.329,51.708,31.349 -2020-10-23 15:00:00,108.97,106.251,54.571000000000005,31.349 -2020-10-23 15:15:00,110.24,105.94,54.571000000000005,31.349 -2020-10-23 15:30:00,110.25,105.12200000000001,54.571000000000005,31.349 -2020-10-23 15:45:00,111.4,105.56299999999999,54.571000000000005,31.349 -2020-10-23 16:00:00,111.51,105.333,58.662,31.349 -2020-10-23 16:15:00,113.23,106.244,58.662,31.349 -2020-10-23 16:30:00,114.42,106.60799999999999,58.662,31.349 -2020-10-23 16:45:00,118.53,105.10600000000001,58.662,31.349 -2020-10-23 17:00:00,122.49,106.39399999999999,65.941,31.349 -2020-10-23 17:15:00,122.56,107.088,65.941,31.349 -2020-10-23 17:30:00,123.72,106.946,65.941,31.349 -2020-10-23 17:45:00,123.59,106.948,65.941,31.349 -2020-10-23 18:00:00,121.84,108.42299999999999,65.628,31.349 -2020-10-23 18:15:00,121.3,107.361,65.628,31.349 -2020-10-23 18:30:00,117.05,106.244,65.628,31.349 -2020-10-23 18:45:00,113.81,109.695,65.628,31.349 -2020-10-23 19:00:00,107.92,111.56299999999999,63.662,31.349 -2020-10-23 19:15:00,105.21,111.102,63.662,31.349 -2020-10-23 19:30:00,103.36,110.083,63.662,31.349 -2020-10-23 19:45:00,100.53,108.814,63.662,31.349 -2020-10-23 20:00:00,96.19,105.954,61.945,31.349 -2020-10-23 20:15:00,96.91,103.45,61.945,31.349 -2020-10-23 20:30:00,98.96,102.758,61.945,31.349 -2020-10-23 20:45:00,98.21,101.104,61.945,31.349 -2020-10-23 21:00:00,88.95,98.39200000000001,53.903,31.349 -2020-10-23 21:15:00,85.03,99.21700000000001,53.903,31.349 -2020-10-23 21:30:00,86.27,98.49700000000001,53.903,31.349 -2020-10-23 21:45:00,86.36,96.485,53.903,31.349 -2020-10-23 22:00:00,82.11,92.458,48.403999999999996,31.349 -2020-10-23 22:15:00,79.76,88.836,48.403999999999996,31.349 -2020-10-23 22:30:00,78.87,82.929,48.403999999999996,31.349 -2020-10-23 22:45:00,77.66,78.721,48.403999999999996,31.349 -2020-10-23 23:00:00,72.45,73.60300000000001,41.07,31.349 -2020-10-23 23:15:00,66.27,71.525,41.07,31.349 -2020-10-23 23:30:00,71.85,68.943,41.07,31.349 -2020-10-23 23:45:00,72.89,68.757,41.07,31.349 -2020-10-24 00:00:00,69.15,58.409,38.989000000000004,31.177 -2020-10-24 00:15:00,66.21,57.553999999999995,38.989000000000004,31.177 -2020-10-24 00:30:00,66.17,57.687,38.989000000000004,31.177 -2020-10-24 00:45:00,68.56,57.732,38.989000000000004,31.177 -2020-10-24 01:00:00,67.79,58.681000000000004,35.275,31.177 -2020-10-24 01:15:00,63.68,58.266000000000005,35.275,31.177 -2020-10-24 01:30:00,65.18,57.342,35.275,31.177 -2020-10-24 01:45:00,67.86,57.486999999999995,35.275,31.177 -2020-10-24 02:00:00,66.58,58.766999999999996,32.838,31.177 -2020-10-24 02:15:00,64.36,58.35,32.838,31.177 -2020-10-24 02:30:00,61.86,58.606,32.838,31.177 -2020-10-24 02:45:00,66.88,59.343999999999994,32.838,31.177 -2020-10-24 03:00:00,65.58,61.542,32.418,31.177 -2020-10-24 03:15:00,60.76,61.876000000000005,32.418,31.177 -2020-10-24 03:30:00,61.45,61.39,32.418,31.177 -2020-10-24 03:45:00,60.33,63.449,32.418,31.177 -2020-10-24 04:00:00,61.63,70.747,32.099000000000004,31.177 -2020-10-24 04:15:00,61.62,77.895,32.099000000000004,31.177 -2020-10-24 04:30:00,61.95,76.46,32.099000000000004,31.177 -2020-10-24 04:45:00,64.96,77.475,32.099000000000004,31.177 -2020-10-24 05:00:00,66.95,94.19200000000001,32.926,31.177 -2020-10-24 05:15:00,68.94,106.695,32.926,31.177 -2020-10-24 05:30:00,70.32,102.368,32.926,31.177 -2020-10-24 05:45:00,72.01,98.037,32.926,31.177 -2020-10-24 06:00:00,75.35,111.932,35.069,31.177 -2020-10-24 06:15:00,77.38,127.29899999999999,35.069,31.177 -2020-10-24 06:30:00,80.27,121.75399999999999,35.069,31.177 -2020-10-24 06:45:00,82.52,117.161,35.069,31.177 -2020-10-24 07:00:00,84.52,114.94,40.906,31.177 -2020-10-24 07:15:00,86.47,117.434,40.906,31.177 -2020-10-24 07:30:00,88.55,119.00399999999999,40.906,31.177 -2020-10-24 07:45:00,90.46,121.02,40.906,31.177 -2020-10-24 08:00:00,93.09,122.844,46.603,31.177 -2020-10-24 08:15:00,92.39,124.279,46.603,31.177 -2020-10-24 08:30:00,92.69,123.23299999999999,46.603,31.177 -2020-10-24 08:45:00,92.18,122.46799999999999,46.603,31.177 -2020-10-24 09:00:00,92.61,119.697,49.935,31.177 -2020-10-24 09:15:00,95.38,119.044,49.935,31.177 -2020-10-24 09:30:00,92.79,119.12299999999999,49.935,31.177 -2020-10-24 09:45:00,98.37,118.501,49.935,31.177 -2020-10-24 10:00:00,95.5,114.84299999999999,47.585,31.177 -2020-10-24 10:15:00,96.58,114.081,47.585,31.177 -2020-10-24 10:30:00,97.94,112.571,47.585,31.177 -2020-10-24 10:45:00,98.26,112.348,47.585,31.177 -2020-10-24 11:00:00,98.27,109.11399999999999,43.376999999999995,31.177 -2020-10-24 11:15:00,98.66,108.404,43.376999999999995,31.177 -2020-10-24 11:30:00,99.06,108.95299999999999,43.376999999999995,31.177 -2020-10-24 11:45:00,96.15,108.61399999999999,43.376999999999995,31.177 -2020-10-24 12:00:00,91.6,105.161,40.855,31.177 -2020-10-24 12:15:00,91.87,103.545,40.855,31.177 -2020-10-24 12:30:00,93.38,103.74799999999999,40.855,31.177 -2020-10-24 12:45:00,90.21,103.949,40.855,31.177 -2020-10-24 13:00:00,86.6,103.87899999999999,37.251,31.177 -2020-10-24 13:15:00,86.51,102.62299999999999,37.251,31.177 -2020-10-24 13:30:00,85.95,102.045,37.251,31.177 -2020-10-24 13:45:00,85.82,101.522,37.251,31.177 -2020-10-24 14:00:00,86.06,100.728,38.548,31.177 -2020-10-24 14:15:00,86.43,99.986,38.548,31.177 -2020-10-24 14:30:00,86.03,99.24700000000001,38.548,31.177 -2020-10-24 14:45:00,85.75,99.345,38.548,31.177 -2020-10-24 15:00:00,84.72,98.795,42.883,31.177 -2020-10-24 15:15:00,85.56,99.241,42.883,31.177 -2020-10-24 15:30:00,85.6,99.435,42.883,31.177 -2020-10-24 15:45:00,86.3,99.54899999999999,42.883,31.177 -2020-10-24 16:00:00,89.01,99.697,48.143,31.177 -2020-10-24 16:15:00,89.51,100.771,48.143,31.177 -2020-10-24 16:30:00,92.55,101.194,48.143,31.177 -2020-10-24 16:45:00,96.25,100.23100000000001,48.143,31.177 -2020-10-24 17:00:00,102.45,100.84299999999999,55.25,31.177 -2020-10-24 17:15:00,102.68,101.559,55.25,31.177 -2020-10-24 17:30:00,105.3,101.311,55.25,31.177 -2020-10-24 17:45:00,102.74,101.31299999999999,55.25,31.177 -2020-10-24 18:00:00,102.08,103.189,57.506,31.177 -2020-10-24 18:15:00,99.7,103.78200000000001,57.506,31.177 -2020-10-24 18:30:00,98.42,103.971,57.506,31.177 -2020-10-24 18:45:00,96.26,104.133,57.506,31.177 -2020-10-24 19:00:00,91.99,105.861,55.528999999999996,31.177 -2020-10-24 19:15:00,88.78,104.691,55.528999999999996,31.177 -2020-10-24 19:30:00,86.53,104.39200000000001,55.528999999999996,31.177 -2020-10-24 19:45:00,85.01,103.775,55.528999999999996,31.177 -2020-10-24 20:00:00,81.07,102.477,46.166000000000004,31.177 -2020-10-24 20:15:00,81.19,100.8,46.166000000000004,31.177 -2020-10-24 20:30:00,79.06,99.508,46.166000000000004,31.177 -2020-10-24 20:45:00,78.71,98.44,46.166000000000004,31.177 -2020-10-24 21:00:00,74.27,96.27,40.406,31.177 -2020-10-24 21:15:00,73.82,97.156,40.406,31.177 -2020-10-24 21:30:00,69.74,97.17,40.406,31.177 -2020-10-24 21:45:00,70.03,94.685,40.406,31.177 -2020-10-24 22:00:00,66.57,91.34200000000001,39.616,31.177 -2020-10-24 22:15:00,66.52,89.10799999999999,39.616,31.177 -2020-10-24 22:30:00,63.76,86.304,39.616,31.177 -2020-10-24 22:45:00,63.35,83.242,39.616,31.177 -2020-10-24 23:00:00,59.13,79.12100000000001,32.205,31.177 -2020-10-24 23:15:00,57.91,76.347,32.205,31.177 -2020-10-24 23:30:00,58.49,73.942,32.205,31.177 -2020-10-24 23:45:00,57.43,72.638,32.205,31.177 -2020-10-25 00:00:00,54.37,59.602,28.229,31.177 -2020-10-25 00:15:00,54.85,58.032,28.229,31.177 -2020-10-25 00:30:00,53.15,57.915,28.229,31.177 -2020-10-25 00:45:00,53.46,58.245,28.229,31.177 -2020-10-25 01:00:00,52.45,59.261,25.669,31.177 -2020-10-25 01:15:00,53.12,59.316,25.669,31.177 -2020-10-25 01:30:00,52.62,58.598,25.669,31.177 -2020-10-25 01:45:00,53.42,58.406000000000006,25.669,31.177 -2020-10-25 02:00:00,53.47,59.361999999999995,24.948,31.177 -2020-10-25 02:15:00,52.07,58.88,24.948,31.177 -2020-10-25 02:30:00,53.29,59.628,24.948,31.177 -2020-10-25 02:45:00,50.45,60.449,24.948,31.177 -2020-10-25 02:00:00,53.47,59.361999999999995,24.948,31.177 -2020-10-25 02:15:00,52.07,58.88,24.948,31.177 -2020-10-25 02:30:00,53.29,59.628,24.948,31.177 -2020-10-25 02:45:00,50.45,60.449,24.948,31.177 -2020-10-25 03:00:00,51.47,63.097,25.839000000000002,31.177 -2020-10-25 03:15:00,53.26,63.324,25.839000000000002,31.177 -2020-10-25 03:30:00,53.34,63.165,25.839000000000002,31.177 -2020-10-25 03:45:00,54.51,64.78699999999999,25.839000000000002,31.177 -2020-10-25 04:00:00,53.29,71.962,26.803,31.177 -2020-10-25 04:15:00,53.34,78.443,26.803,31.177 -2020-10-25 04:30:00,53.8,77.687,26.803,31.177 -2020-10-25 04:45:00,54.16,78.613,26.803,31.177 -2020-10-25 05:00:00,55.1,93.816,28.147,31.177 -2020-10-25 05:15:00,57.45,104.86200000000001,28.147,31.177 -2020-10-25 05:30:00,57.71,100.24700000000001,28.147,31.177 -2020-10-25 05:45:00,58.69,95.866,28.147,31.177 -2020-10-25 06:00:00,62.27,108.524,31.116,31.177 -2020-10-25 06:15:00,63.1,123.47,31.116,31.177 -2020-10-25 06:30:00,62.46,117.07799999999999,31.116,31.177 -2020-10-25 06:45:00,62.7,111.507,31.116,31.177 -2020-10-25 07:00:00,63.83,110.587,35.739000000000004,31.177 -2020-10-25 07:15:00,68.03,111.905,35.739000000000004,31.177 -2020-10-25 07:30:00,70.45,113.48200000000001,35.739000000000004,31.177 -2020-10-25 07:45:00,73.32,115.104,35.739000000000004,31.177 -2020-10-25 08:00:00,74.3,118.15899999999999,39.455999999999996,31.177 -2020-10-25 08:15:00,75.67,120.051,39.455999999999996,31.177 -2020-10-25 08:30:00,77.85,120.27600000000001,39.455999999999996,31.177 -2020-10-25 08:45:00,79.31,120.493,39.455999999999996,31.177 -2020-10-25 09:00:00,79.61,117.434,41.343999999999994,31.177 -2020-10-25 09:15:00,84.58,116.85700000000001,41.343999999999994,31.177 -2020-10-25 09:30:00,85.64,117.029,41.343999999999994,31.177 -2020-10-25 09:45:00,82.94,116.75399999999999,41.343999999999994,31.177 -2020-10-25 10:00:00,85.77,114.64299999999999,43.645,31.177 -2020-10-25 10:15:00,85.99,114.189,43.645,31.177 -2020-10-25 10:30:00,87.54,113.08,43.645,31.177 -2020-10-25 10:45:00,90.19,112.226,43.645,31.177 -2020-10-25 11:00:00,91.19,109.338,39.796,31.177 -2020-10-25 11:15:00,94.15,108.50299999999999,39.796,31.177 -2020-10-25 11:30:00,95.37,108.779,39.796,31.177 -2020-10-25 11:45:00,98.86,108.865,39.796,31.177 -2020-10-25 12:00:00,91.98,105.462,36.343,31.177 -2020-10-25 12:15:00,91.68,104.677,36.343,31.177 -2020-10-25 12:30:00,88.9,104.17200000000001,36.343,31.177 -2020-10-25 12:45:00,90.13,103.572,36.343,31.177 -2020-10-25 13:00:00,82.09,102.927,33.162,31.177 -2020-10-25 13:15:00,81.4,103.18,33.162,31.177 -2020-10-25 13:30:00,81.38,102.04700000000001,33.162,31.177 -2020-10-25 13:45:00,81.84,101.579,33.162,31.177 -2020-10-25 14:00:00,81.77,101.337,33.215,31.177 -2020-10-25 14:15:00,79.73,101.465,33.215,31.177 -2020-10-25 14:30:00,79.1,100.992,33.215,31.177 -2020-10-25 14:45:00,79.01,100.43799999999999,33.215,31.177 -2020-10-25 15:00:00,79.17,99.04700000000001,37.385999999999996,31.177 -2020-10-25 15:15:00,80.91,99.631,37.385999999999996,31.177 -2020-10-25 15:30:00,81.52,100.13,37.385999999999996,31.177 -2020-10-25 15:45:00,82.75,100.765,37.385999999999996,31.177 -2020-10-25 16:00:00,82.73,101.178,46.618,31.177 -2020-10-25 16:15:00,84.13,101.86399999999999,46.618,31.177 -2020-10-25 16:30:00,88.98,102.837,46.618,31.177 -2020-10-25 16:45:00,90.57,102.025,46.618,31.177 -2020-10-25 17:00:00,95.12,102.66799999999999,50.111000000000004,31.177 -2020-10-25 17:15:00,97.69,103.867,50.111000000000004,31.177 -2020-10-25 17:30:00,96.42,104.118,50.111000000000004,31.177 -2020-10-25 17:45:00,98.46,105.537,50.111000000000004,31.177 -2020-10-25 18:00:00,103.58,107.33200000000001,50.25,31.177 -2020-10-25 18:15:00,101.93,108.426,50.25,31.177 -2020-10-25 18:30:00,102.54,107.414,50.25,31.177 -2020-10-25 18:45:00,100.8,108.6,50.25,31.177 -2020-10-25 19:00:00,96.36,111.086,44.265,31.177 -2020-10-25 19:15:00,94.85,109.73100000000001,44.265,31.177 -2020-10-25 19:30:00,95.47,109.225,44.265,31.177 -2020-10-25 19:45:00,92.72,109.13799999999999,44.265,31.177 -2020-10-25 20:00:00,95.91,107.9,39.717,31.177 -2020-10-25 20:15:00,98.51,106.665,39.717,31.177 -2020-10-25 20:30:00,93.22,106.344,39.717,31.177 -2020-10-25 20:45:00,87.29,103.89200000000001,39.717,31.177 -2020-10-25 21:00:00,89.17,100.29299999999999,39.224000000000004,31.177 -2020-10-25 21:15:00,87.17,100.712,39.224000000000004,31.177 -2020-10-25 21:30:00,90.1,100.595,39.224000000000004,31.177 -2020-10-25 21:45:00,88.38,98.32,39.224000000000004,31.177 -2020-10-25 22:00:00,85.43,95.274,33.518,31.177 -2020-10-25 22:15:00,83.95,91.87799999999999,33.518,31.177 -2020-10-25 22:30:00,78.09,87.24700000000001,33.518,31.177 -2020-10-25 22:45:00,78.18,83.186,33.518,31.177 -2020-10-25 23:00:00,78.0,77.503,33.518,31.177 -2020-10-25 23:15:00,83.24,76.22399999999999,33.518,31.177 -2020-10-25 23:30:00,81.26,73.999,33.518,31.177 -2020-10-25 23:45:00,79.19,73.21600000000001,33.518,31.177 -2020-10-26 00:00:00,70.49,62.706,34.301,31.349 -2020-10-26 00:15:00,74.87,62.949,34.301,31.349 -2020-10-26 00:30:00,78.69,62.718999999999994,34.301,31.349 -2020-10-26 00:45:00,81.84,62.592,34.301,31.349 -2020-10-26 01:00:00,75.6,63.79600000000001,34.143,31.349 -2020-10-26 01:15:00,71.72,63.619,34.143,31.349 -2020-10-26 01:30:00,75.5,63.11600000000001,34.143,31.349 -2020-10-26 01:45:00,77.08,62.928999999999995,34.143,31.349 -2020-10-26 02:00:00,76.26,64.08800000000001,33.650999999999996,31.349 -2020-10-26 02:15:00,72.33,63.838,33.650999999999996,31.349 -2020-10-26 02:30:00,72.88,64.815,33.650999999999996,31.349 -2020-10-26 02:45:00,75.86,65.26100000000001,33.650999999999996,31.349 -2020-10-26 03:00:00,73.71,68.73,32.599000000000004,31.349 -2020-10-26 03:15:00,76.24,70.116,32.599000000000004,31.349 -2020-10-26 03:30:00,71.02,70.158,32.599000000000004,31.349 -2020-10-26 03:45:00,78.2,71.275,32.599000000000004,31.349 -2020-10-26 04:00:00,79.63,82.025,33.785,31.349 -2020-10-26 04:15:00,78.32,91.931,33.785,31.349 -2020-10-26 04:30:00,77.2,91.984,33.785,31.349 -2020-10-26 04:45:00,76.44,93.176,33.785,31.349 -2020-10-26 05:00:00,81.4,119.296,41.285,31.349 -2020-10-26 05:15:00,86.72,144.952,41.285,31.349 -2020-10-26 05:30:00,94.41,139.7,41.285,31.349 -2020-10-26 05:45:00,100.77,131.119,41.285,31.349 -2020-10-26 06:00:00,111.1,130.539,60.486000000000004,31.349 -2020-10-26 06:15:00,109.54,133.99,60.486000000000004,31.349 -2020-10-26 06:30:00,116.42,133.387,60.486000000000004,31.349 -2020-10-26 06:45:00,125.54,134.597,60.486000000000004,31.349 -2020-10-26 07:00:00,128.36,135.40200000000002,74.012,31.349 -2020-10-26 07:15:00,127.02,138.408,74.012,31.349 -2020-10-26 07:30:00,129.02,139.22899999999998,74.012,31.349 -2020-10-26 07:45:00,130.69,139.71200000000002,74.012,31.349 -2020-10-26 08:00:00,133.0,139.673,69.569,31.349 -2020-10-26 08:15:00,130.26,139.901,69.569,31.349 -2020-10-26 08:30:00,131.6,137.61700000000002,69.569,31.349 -2020-10-26 08:45:00,131.65,136.181,69.569,31.349 -2020-10-26 09:00:00,132.1,132.289,66.152,31.349 -2020-10-26 09:15:00,133.34,129.095,66.152,31.349 -2020-10-26 09:30:00,133.68,128.327,66.152,31.349 -2020-10-26 09:45:00,134.8,127.196,66.152,31.349 -2020-10-26 10:00:00,135.34,124.896,62.923,31.349 -2020-10-26 10:15:00,134.92,124.164,62.923,31.349 -2020-10-26 10:30:00,135.66,122.366,62.923,31.349 -2020-10-26 10:45:00,136.84,121.25299999999999,62.923,31.349 -2020-10-26 11:00:00,136.57,117.12899999999999,61.522,31.349 -2020-10-26 11:15:00,138.31,117.39399999999999,61.522,31.349 -2020-10-26 11:30:00,137.5,118.719,61.522,31.349 -2020-10-26 11:45:00,136.55,118.765,61.522,31.349 -2020-10-26 12:00:00,132.39,115.801,58.632,31.349 -2020-10-26 12:15:00,133.44,115.056,58.632,31.349 -2020-10-26 12:30:00,136.05,114.31200000000001,58.632,31.349 -2020-10-26 12:45:00,136.12,114.579,58.632,31.349 -2020-10-26 13:00:00,131.73,114.663,59.06,31.349 -2020-10-26 13:15:00,133.41,113.785,59.06,31.349 -2020-10-26 13:30:00,132.28,112.412,59.06,31.349 -2020-10-26 13:45:00,129.34,112.303,59.06,31.349 -2020-10-26 14:00:00,128.88,111.329,59.791000000000004,31.349 -2020-10-26 14:15:00,130.35,111.32799999999999,59.791000000000004,31.349 -2020-10-26 14:30:00,130.63,110.51799999999999,59.791000000000004,31.349 -2020-10-26 14:45:00,129.71,110.73700000000001,59.791000000000004,31.349 -2020-10-26 15:00:00,133.57,110.221,61.148,31.349 -2020-10-26 15:15:00,130.84,109.76799999999999,61.148,31.349 -2020-10-26 15:30:00,129.48,110.12,61.148,31.349 -2020-10-26 15:45:00,127.89,110.32600000000001,61.148,31.349 -2020-10-26 16:00:00,129.63,111.01299999999999,66.009,31.349 -2020-10-26 16:15:00,130.73,111.325,66.009,31.349 -2020-10-26 16:30:00,128.87,111.488,66.009,31.349 -2020-10-26 16:45:00,131.75,110.07600000000001,66.009,31.349 -2020-10-26 17:00:00,135.6,109.988,73.683,31.349 -2020-10-26 17:15:00,135.29,110.84899999999999,73.683,31.349 -2020-10-26 17:30:00,138.5,110.64399999999999,73.683,31.349 -2020-10-26 17:45:00,138.2,111.103,73.683,31.349 -2020-10-26 18:00:00,139.43,112.59899999999999,72.848,31.349 -2020-10-26 18:15:00,137.29,111.71,72.848,31.349 -2020-10-26 18:30:00,135.93,110.73100000000001,72.848,31.349 -2020-10-26 18:45:00,133.94,113.649,72.848,31.349 -2020-10-26 19:00:00,131.63,115.131,71.139,31.349 -2020-10-26 19:15:00,128.86,113.73299999999999,71.139,31.349 -2020-10-26 19:30:00,126.98,113.314,71.139,31.349 -2020-10-26 19:45:00,125.67,112.5,71.139,31.349 -2020-10-26 20:00:00,117.03,109.485,69.667,31.349 -2020-10-26 20:15:00,114.91,107.57,69.667,31.349 -2020-10-26 20:30:00,114.37,106.48299999999999,69.667,31.349 -2020-10-26 20:45:00,109.01,104.954,69.667,31.349 -2020-10-26 21:00:00,112.26,101.359,61.166000000000004,31.349 -2020-10-26 21:15:00,112.02,101.35799999999999,61.166000000000004,31.349 -2020-10-26 21:30:00,107.75,101.01100000000001,61.166000000000004,31.349 -2020-10-26 21:45:00,102.71,98.35700000000001,61.166000000000004,31.349 -2020-10-26 22:00:00,96.59,92.899,52.772,31.349 -2020-10-26 22:15:00,95.82,89.686,52.772,31.349 -2020-10-26 22:30:00,95.29,78.227,52.772,31.349 -2020-10-26 22:45:00,98.09,71.666,52.772,31.349 -2020-10-26 23:00:00,93.54,66.396,45.136,31.349 -2020-10-26 23:15:00,86.6,65.73100000000001,45.136,31.349 -2020-10-26 23:30:00,84.41,64.919,45.136,31.349 -2020-10-26 23:45:00,88.99,65.25399999999999,45.136,31.349 -2020-10-27 00:00:00,81.74,61.629,47.35,31.349 -2020-10-27 00:15:00,82.4,62.966,47.35,31.349 -2020-10-27 00:30:00,77.99,62.614,47.35,31.349 -2020-10-27 00:45:00,77.23,62.376000000000005,47.35,31.349 -2020-10-27 01:00:00,80.95,63.243,43.424,31.349 -2020-10-27 01:15:00,82.6,62.918,43.424,31.349 -2020-10-27 01:30:00,79.87,62.45399999999999,43.424,31.349 -2020-10-27 01:45:00,72.99,62.169,43.424,31.349 -2020-10-27 02:00:00,72.38,63.107,41.778999999999996,31.349 -2020-10-27 02:15:00,71.66,63.367,41.778999999999996,31.349 -2020-10-27 02:30:00,79.74,63.854,41.778999999999996,31.349 -2020-10-27 02:45:00,81.55,64.459,41.778999999999996,31.349 -2020-10-27 03:00:00,82.6,67.071,40.771,31.349 -2020-10-27 03:15:00,75.83,68.518,40.771,31.349 -2020-10-27 03:30:00,74.84,68.78,40.771,31.349 -2020-10-27 03:45:00,75.64,69.439,40.771,31.349 -2020-10-27 04:00:00,78.97,79.508,41.816,31.349 -2020-10-27 04:15:00,82.85,89.28299999999999,41.816,31.349 -2020-10-27 04:30:00,84.37,89.12799999999999,41.816,31.349 -2020-10-27 04:45:00,85.9,91.14399999999999,41.816,31.349 -2020-10-27 05:00:00,85.7,120.477,45.842,31.349 -2020-10-27 05:15:00,86.54,146.40200000000002,45.842,31.349 -2020-10-27 05:30:00,89.88,140.503,45.842,31.349 -2020-10-27 05:45:00,92.99,131.537,45.842,31.349 -2020-10-27 06:00:00,102.93,130.881,59.12,31.349 -2020-10-27 06:15:00,108.45,135.22899999999998,59.12,31.349 -2020-10-27 06:30:00,113.1,134.179,59.12,31.349 -2020-10-27 06:45:00,115.04,134.792,59.12,31.349 -2020-10-27 07:00:00,122.18,135.57399999999998,70.33,31.349 -2020-10-27 07:15:00,119.35,138.393,70.33,31.349 -2020-10-27 07:30:00,121.17,138.977,70.33,31.349 -2020-10-27 07:45:00,122.32,139.118,70.33,31.349 -2020-10-27 08:00:00,123.86,139.123,67.788,31.349 -2020-10-27 08:15:00,121.9,138.599,67.788,31.349 -2020-10-27 08:30:00,120.05,136.322,67.788,31.349 -2020-10-27 08:45:00,119.09,134.313,67.788,31.349 -2020-10-27 09:00:00,117.83,130.122,62.622,31.349 -2020-10-27 09:15:00,117.56,127.71700000000001,62.622,31.349 -2020-10-27 09:30:00,117.58,127.595,62.622,31.349 -2020-10-27 09:45:00,116.75,126.899,62.622,31.349 -2020-10-27 10:00:00,115.99,123.69200000000001,60.887,31.349 -2020-10-27 10:15:00,115.96,122.279,60.887,31.349 -2020-10-27 10:30:00,114.65,120.57,60.887,31.349 -2020-10-27 10:45:00,115.67,120.009,60.887,31.349 -2020-10-27 11:00:00,114.34,116.712,59.812,31.349 -2020-10-27 11:15:00,114.91,116.93299999999999,59.812,31.349 -2020-10-27 11:30:00,116.28,117.145,59.812,31.349 -2020-10-27 11:45:00,115.75,117.391,59.812,31.349 -2020-10-27 12:00:00,113.14,113.553,56.614,31.349 -2020-10-27 12:15:00,114.82,112.695,56.614,31.349 -2020-10-27 12:30:00,122.4,112.73200000000001,56.614,31.349 -2020-10-27 12:45:00,118.13,113.09700000000001,56.614,31.349 -2020-10-27 13:00:00,120.98,112.76,56.824,31.349 -2020-10-27 13:15:00,123.1,112.37700000000001,56.824,31.349 -2020-10-27 13:30:00,120.06,111.669,56.824,31.349 -2020-10-27 13:45:00,116.95,111.295,56.824,31.349 -2020-10-27 14:00:00,111.93,110.604,57.623999999999995,31.349 -2020-10-27 14:15:00,110.15,110.633,57.623999999999995,31.349 -2020-10-27 14:30:00,114.67,110.348,57.623999999999995,31.349 -2020-10-27 14:45:00,116.3,110.22,57.623999999999995,31.349 -2020-10-27 15:00:00,118.01,109.37299999999999,59.724,31.349 -2020-10-27 15:15:00,119.23,109.48100000000001,59.724,31.349 -2020-10-27 15:30:00,118.98,109.921,59.724,31.349 -2020-10-27 15:45:00,123.51,110.039,59.724,31.349 -2020-10-27 16:00:00,124.34,110.655,61.64,31.349 -2020-10-27 16:15:00,123.37,111.288,61.64,31.349 -2020-10-27 16:30:00,126.21,111.66,61.64,31.349 -2020-10-27 16:45:00,127.32,110.74799999999999,61.64,31.349 -2020-10-27 17:00:00,132.95,111.009,68.962,31.349 -2020-10-27 17:15:00,130.54,112.081,68.962,31.349 -2020-10-27 17:30:00,133.6,112.05799999999999,68.962,31.349 -2020-10-27 17:45:00,132.78,112.322,68.962,31.349 -2020-10-27 18:00:00,133.9,113.34,69.149,31.349 -2020-10-27 18:15:00,131.39,112.79799999999999,69.149,31.349 -2020-10-27 18:30:00,130.49,111.552,69.149,31.349 -2020-10-27 18:45:00,129.9,114.807,69.149,31.349 -2020-10-27 19:00:00,126.61,115.82600000000001,68.832,31.349 -2020-10-27 19:15:00,124.87,114.351,68.832,31.349 -2020-10-27 19:30:00,122.2,113.476,68.832,31.349 -2020-10-27 19:45:00,121.07,112.803,68.832,31.349 -2020-10-27 20:00:00,114.52,110.06200000000001,66.403,31.349 -2020-10-27 20:15:00,112.08,107.171,66.403,31.349 -2020-10-27 20:30:00,108.46,106.601,66.403,31.349 -2020-10-27 20:45:00,105.79,104.941,66.403,31.349 -2020-10-27 21:00:00,98.15,101.363,57.352,31.349 -2020-10-27 21:15:00,94.41,101.166,57.352,31.349 -2020-10-27 21:30:00,92.13,100.529,57.352,31.349 -2020-10-27 21:45:00,91.04,98.061,57.352,31.349 -2020-10-27 22:00:00,84.86,93.559,51.148999999999994,31.349 -2020-10-27 22:15:00,81.56,90.044,51.148999999999994,31.349 -2020-10-27 22:30:00,78.97,78.791,51.148999999999994,31.349 -2020-10-27 22:45:00,75.04,72.378,51.148999999999994,31.349 -2020-10-27 23:00:00,69.33,66.797,41.8,31.349 -2020-10-27 23:15:00,72.04,66.328,41.8,31.349 -2020-10-27 23:30:00,67.62,65.33,41.8,31.349 -2020-10-27 23:45:00,70.34,65.508,41.8,31.349 -2020-10-28 00:00:00,66.64,61.961999999999996,42.269,31.349 -2020-10-28 00:15:00,63.47,63.285,42.269,31.349 -2020-10-28 00:30:00,62.17,62.938,42.269,31.349 -2020-10-28 00:45:00,59.22,62.693000000000005,42.269,31.349 -2020-10-28 01:00:00,59.46,63.573,38.527,31.349 -2020-10-28 01:15:00,59.73,63.266000000000005,38.527,31.349 -2020-10-28 01:30:00,57.69,62.818000000000005,38.527,31.349 -2020-10-28 01:45:00,59.75,62.528,38.527,31.349 -2020-10-28 02:00:00,58.9,63.477,36.393,31.349 -2020-10-28 02:15:00,57.99,63.747,36.393,31.349 -2020-10-28 02:30:00,58.66,64.222,36.393,31.349 -2020-10-28 02:45:00,59.76,64.822,36.393,31.349 -2020-10-28 03:00:00,58.64,67.422,36.167,31.349 -2020-10-28 03:15:00,59.18,68.89,36.167,31.349 -2020-10-28 03:30:00,59.1,69.155,36.167,31.349 -2020-10-28 03:45:00,59.8,69.797,36.167,31.349 -2020-10-28 04:00:00,57.35,79.88600000000001,38.092,31.349 -2020-10-28 04:15:00,60.36,89.689,38.092,31.349 -2020-10-28 04:30:00,61.45,89.531,38.092,31.349 -2020-10-28 04:45:00,62.49,91.555,38.092,31.349 -2020-10-28 05:00:00,64.56,120.95700000000001,42.268,31.349 -2020-10-28 05:15:00,64.41,146.945,42.268,31.349 -2020-10-28 05:30:00,63.43,141.032,42.268,31.349 -2020-10-28 05:45:00,60.47,132.036,42.268,31.349 -2020-10-28 06:00:00,64.37,131.36700000000002,60.158,31.349 -2020-10-28 06:15:00,65.72,135.72799999999998,60.158,31.349 -2020-10-28 06:30:00,65.45,134.7,60.158,31.349 -2020-10-28 06:45:00,65.86,135.322,60.158,31.349 -2020-10-28 07:00:00,68.96,136.10399999999998,74.792,31.349 -2020-10-28 07:15:00,70.01,138.934,74.792,31.349 -2020-10-28 07:30:00,71.67,139.547,74.792,31.349 -2020-10-28 07:45:00,73.31,139.689,74.792,31.349 -2020-10-28 08:00:00,76.29,139.70600000000002,70.499,31.349 -2020-10-28 08:15:00,75.92,139.159,70.499,31.349 -2020-10-28 08:30:00,76.39,136.907,70.499,31.349 -2020-10-28 08:45:00,76.44,134.873,70.499,31.349 -2020-10-28 09:00:00,75.16,130.675,68.892,31.349 -2020-10-28 09:15:00,75.44,128.268,68.892,31.349 -2020-10-28 09:30:00,72.53,128.134,68.892,31.349 -2020-10-28 09:45:00,73.66,127.415,68.892,31.349 -2020-10-28 10:00:00,72.88,124.2,66.88600000000001,31.349 -2020-10-28 10:15:00,69.24,122.749,66.88600000000001,31.349 -2020-10-28 10:30:00,71.4,121.02,66.88600000000001,31.349 -2020-10-28 10:45:00,72.71,120.443,66.88600000000001,31.349 -2020-10-28 11:00:00,72.82,117.149,66.187,31.349 -2020-10-28 11:15:00,74.56,117.351,66.187,31.349 -2020-10-28 11:30:00,75.37,117.56200000000001,66.187,31.349 -2020-10-28 11:45:00,76.16,117.794,66.187,31.349 -2020-10-28 12:00:00,73.91,113.936,62.18,31.349 -2020-10-28 12:15:00,72.6,113.075,62.18,31.349 -2020-10-28 12:30:00,71.55,113.145,62.18,31.349 -2020-10-28 12:45:00,70.09,113.51,62.18,31.349 -2020-10-28 13:00:00,70.36,113.141,62.23,31.349 -2020-10-28 13:15:00,67.51,112.76299999999999,62.23,31.349 -2020-10-28 13:30:00,65.99,112.054,62.23,31.349 -2020-10-28 13:45:00,66.82,111.676,62.23,31.349 -2020-10-28 14:00:00,67.12,110.936,63.721000000000004,31.349 -2020-10-28 14:15:00,67.37,110.98,63.721000000000004,31.349 -2020-10-28 14:30:00,69.07,110.73200000000001,63.721000000000004,31.349 -2020-10-28 14:45:00,72.24,110.602,63.721000000000004,31.349 -2020-10-28 15:00:00,74.87,109.736,66.523,31.349 -2020-10-28 15:15:00,75.32,109.86,66.523,31.349 -2020-10-28 15:30:00,79.14,110.337,66.523,31.349 -2020-10-28 15:45:00,80.15,110.46799999999999,66.523,31.349 -2020-10-28 16:00:00,83.7,111.055,69.679,31.349 -2020-10-28 16:15:00,83.65,111.71,69.679,31.349 -2020-10-28 16:30:00,85.79,112.07799999999999,69.679,31.349 -2020-10-28 16:45:00,87.82,111.21600000000001,69.679,31.349 -2020-10-28 17:00:00,95.0,111.43700000000001,75.04,31.349 -2020-10-28 17:15:00,96.91,112.52799999999999,75.04,31.349 -2020-10-28 17:30:00,100.33,112.508,75.04,31.349 -2020-10-28 17:45:00,101.95,112.79,75.04,31.349 -2020-10-28 18:00:00,102.58,113.801,75.915,31.349 -2020-10-28 18:15:00,101.4,113.235,75.915,31.349 -2020-10-28 18:30:00,100.78,111.999,75.915,31.349 -2020-10-28 18:45:00,99.5,115.25,75.915,31.349 -2020-10-28 19:00:00,96.55,116.27600000000001,74.66,31.349 -2020-10-28 19:15:00,96.95,114.795,74.66,31.349 -2020-10-28 19:30:00,94.44,113.90700000000001,74.66,31.349 -2020-10-28 19:45:00,93.81,113.212,74.66,31.349 -2020-10-28 20:00:00,97.85,110.491,71.204,31.349 -2020-10-28 20:15:00,98.96,107.59299999999999,71.204,31.349 -2020-10-28 20:30:00,93.72,106.994,71.204,31.349 -2020-10-28 20:45:00,96.99,105.316,71.204,31.349 -2020-10-28 21:00:00,88.01,101.735,61.052,31.349 -2020-10-28 21:15:00,91.89,101.527,61.052,31.349 -2020-10-28 21:30:00,86.26,100.899,61.052,31.349 -2020-10-28 21:45:00,85.22,98.413,61.052,31.349 -2020-10-28 22:00:00,82.78,93.904,54.691,31.349 -2020-10-28 22:15:00,84.41,90.37200000000001,54.691,31.349 -2020-10-28 22:30:00,80.28,79.148,54.691,31.349 -2020-10-28 22:45:00,82.44,72.742,54.691,31.349 -2020-10-28 23:00:00,82.46,67.175,45.18,31.349 -2020-10-28 23:15:00,86.27,66.678,45.18,31.349 -2020-10-28 23:30:00,83.78,65.682,45.18,31.349 -2020-10-28 23:45:00,82.95,65.851,45.18,31.349 -2020-10-29 00:00:00,77.65,62.294,42.746,31.349 -2020-10-29 00:15:00,79.71,63.602,42.746,31.349 -2020-10-29 00:30:00,79.87,63.261,42.746,31.349 -2020-10-29 00:45:00,70.04,63.008,42.746,31.349 -2020-10-29 01:00:00,74.52,63.9,40.025999999999996,31.349 -2020-10-29 01:15:00,77.14,63.611000000000004,40.025999999999996,31.349 -2020-10-29 01:30:00,78.1,63.178999999999995,40.025999999999996,31.349 -2020-10-29 01:45:00,74.52,62.885,40.025999999999996,31.349 -2020-10-29 02:00:00,74.6,63.843999999999994,38.154,31.349 -2020-10-29 02:15:00,78.3,64.126,38.154,31.349 -2020-10-29 02:30:00,77.12,64.58800000000001,38.154,31.349 -2020-10-29 02:45:00,73.83,65.185,38.154,31.349 -2020-10-29 03:00:00,77.13,67.771,37.575,31.349 -2020-10-29 03:15:00,78.81,69.26100000000001,37.575,31.349 -2020-10-29 03:30:00,79.06,69.528,37.575,31.349 -2020-10-29 03:45:00,73.2,70.152,37.575,31.349 -2020-10-29 04:00:00,76.0,80.26,39.154,31.349 -2020-10-29 04:15:00,81.59,90.094,39.154,31.349 -2020-10-29 04:30:00,84.79,89.934,39.154,31.349 -2020-10-29 04:45:00,83.0,91.965,39.154,31.349 -2020-10-29 05:00:00,83.0,121.43299999999999,44.085,31.349 -2020-10-29 05:15:00,86.43,147.484,44.085,31.349 -2020-10-29 05:30:00,90.66,141.559,44.085,31.349 -2020-10-29 05:45:00,100.19,132.532,44.085,31.349 -2020-10-29 06:00:00,111.83,131.852,57.49,31.349 -2020-10-29 06:15:00,117.74,136.226,57.49,31.349 -2020-10-29 06:30:00,119.59,135.217,57.49,31.349 -2020-10-29 06:45:00,115.34,135.85,57.49,31.349 -2020-10-29 07:00:00,122.6,136.632,73.617,31.349 -2020-10-29 07:15:00,123.1,139.474,73.617,31.349 -2020-10-29 07:30:00,124.09,140.114,73.617,31.349 -2020-10-29 07:45:00,126.48,140.257,73.617,31.349 -2020-10-29 08:00:00,126.46,140.285,69.281,31.349 -2020-10-29 08:15:00,123.29,139.715,69.281,31.349 -2020-10-29 08:30:00,119.21,137.487,69.281,31.349 -2020-10-29 08:45:00,118.47,135.429,69.281,31.349 -2020-10-29 09:00:00,118.0,131.224,63.926,31.349 -2020-10-29 09:15:00,122.76,128.815,63.926,31.349 -2020-10-29 09:30:00,119.63,128.67,63.926,31.349 -2020-10-29 09:45:00,122.87,127.926,63.926,31.349 -2020-10-29 10:00:00,122.23,124.705,59.442,31.349 -2020-10-29 10:15:00,119.89,123.21600000000001,59.442,31.349 -2020-10-29 10:30:00,124.6,121.46700000000001,59.442,31.349 -2020-10-29 10:45:00,131.0,120.874,59.442,31.349 -2020-10-29 11:00:00,127.83,117.583,56.771,31.349 -2020-10-29 11:15:00,128.86,117.766,56.771,31.349 -2020-10-29 11:30:00,130.16,117.978,56.771,31.349 -2020-10-29 11:45:00,131.01,118.196,56.771,31.349 -2020-10-29 12:00:00,130.57,114.31700000000001,53.701,31.349 -2020-10-29 12:15:00,130.91,113.45200000000001,53.701,31.349 -2020-10-29 12:30:00,133.3,113.556,53.701,31.349 -2020-10-29 12:45:00,130.48,113.921,53.701,31.349 -2020-10-29 13:00:00,133.45,113.51899999999999,52.364,31.349 -2020-10-29 13:15:00,130.71,113.147,52.364,31.349 -2020-10-29 13:30:00,128.95,112.436,52.364,31.349 -2020-10-29 13:45:00,129.8,112.055,52.364,31.349 -2020-10-29 14:00:00,130.29,111.265,53.419,31.349 -2020-10-29 14:15:00,129.67,111.324,53.419,31.349 -2020-10-29 14:30:00,128.02,111.11200000000001,53.419,31.349 -2020-10-29 14:45:00,130.31,110.98299999999999,53.419,31.349 -2020-10-29 15:00:00,127.71,110.096,56.744,31.349 -2020-10-29 15:15:00,126.9,110.236,56.744,31.349 -2020-10-29 15:30:00,126.36,110.75,56.744,31.349 -2020-10-29 15:45:00,125.0,110.89399999999999,56.744,31.349 -2020-10-29 16:00:00,125.03,111.45200000000001,60.458,31.349 -2020-10-29 16:15:00,124.56,112.12799999999999,60.458,31.349 -2020-10-29 16:30:00,124.0,112.494,60.458,31.349 -2020-10-29 16:45:00,128.25,111.682,60.458,31.349 -2020-10-29 17:00:00,134.32,111.861,66.295,31.349 -2020-10-29 17:15:00,137.45,112.973,66.295,31.349 -2020-10-29 17:30:00,135.07,112.95700000000001,66.295,31.349 -2020-10-29 17:45:00,135.2,113.255,66.295,31.349 -2020-10-29 18:00:00,134.97,114.259,68.468,31.349 -2020-10-29 18:15:00,133.97,113.67,68.468,31.349 -2020-10-29 18:30:00,134.41,112.444,68.468,31.349 -2020-10-29 18:45:00,130.82,115.691,68.468,31.349 -2020-10-29 19:00:00,127.46,116.72399999999999,66.39399999999999,31.349 -2020-10-29 19:15:00,126.41,115.23700000000001,66.39399999999999,31.349 -2020-10-29 19:30:00,124.92,114.338,66.39399999999999,31.349 -2020-10-29 19:45:00,123.49,113.619,66.39399999999999,31.349 -2020-10-29 20:00:00,123.79,110.91799999999999,63.183,31.349 -2020-10-29 20:15:00,121.13,108.01299999999999,63.183,31.349 -2020-10-29 20:30:00,115.55,107.385,63.183,31.349 -2020-10-29 20:45:00,110.22,105.69,63.183,31.349 -2020-10-29 21:00:00,106.12,102.105,55.133,31.349 -2020-10-29 21:15:00,108.93,101.885,55.133,31.349 -2020-10-29 21:30:00,108.46,101.26799999999999,55.133,31.349 -2020-10-29 21:45:00,104.99,98.762,55.133,31.349 -2020-10-29 22:00:00,95.45,94.24700000000001,50.111999999999995,31.349 -2020-10-29 22:15:00,94.84,90.696,50.111999999999995,31.349 -2020-10-29 22:30:00,95.34,79.503,50.111999999999995,31.349 -2020-10-29 22:45:00,96.16,73.104,50.111999999999995,31.349 -2020-10-29 23:00:00,90.51,67.551,44.536,31.349 -2020-10-29 23:15:00,87.23,67.025,44.536,31.349 -2020-10-29 23:30:00,86.68,66.032,44.536,31.349 -2020-10-29 23:45:00,87.36,66.191,44.536,31.349 -2020-10-30 00:00:00,85.77,61.242,42.291000000000004,31.349 -2020-10-30 00:15:00,82.09,62.739,42.291000000000004,31.349 -2020-10-30 00:30:00,77.43,62.463,42.291000000000004,31.349 -2020-10-30 00:45:00,82.66,62.458,42.291000000000004,31.349 -2020-10-30 01:00:00,80.41,63.026,41.008,31.349 -2020-10-30 01:15:00,82.12,62.924,41.008,31.349 -2020-10-30 01:30:00,75.47,62.736000000000004,41.008,31.349 -2020-10-30 01:45:00,77.24,62.371,41.008,31.349 -2020-10-30 02:00:00,74.28,63.827,39.521,31.349 -2020-10-30 02:15:00,74.78,64.03699999999999,39.521,31.349 -2020-10-30 02:30:00,79.52,65.142,39.521,31.349 -2020-10-30 02:45:00,81.93,65.428,39.521,31.349 -2020-10-30 03:00:00,80.63,67.885,39.812,31.349 -2020-10-30 03:15:00,75.97,69.27600000000001,39.812,31.349 -2020-10-30 03:30:00,78.26,69.422,39.812,31.349 -2020-10-30 03:45:00,82.39,70.611,39.812,31.349 -2020-10-30 04:00:00,82.18,80.916,41.22,31.349 -2020-10-30 04:15:00,78.3,89.902,41.22,31.349 -2020-10-30 04:30:00,84.06,90.31200000000001,41.22,31.349 -2020-10-30 04:45:00,88.56,91.48200000000001,41.22,31.349 -2020-10-30 05:00:00,92.62,120.163,45.115,31.349 -2020-10-30 05:15:00,89.69,147.474,45.115,31.349 -2020-10-30 05:30:00,95.75,142.15200000000002,45.115,31.349 -2020-10-30 05:45:00,102.23,132.844,45.115,31.349 -2020-10-30 06:00:00,113.59,132.496,59.06100000000001,31.349 -2020-10-30 06:15:00,111.04,136.235,59.06100000000001,31.349 -2020-10-30 06:30:00,113.71,134.79399999999998,59.06100000000001,31.349 -2020-10-30 06:45:00,116.04,136.179,59.06100000000001,31.349 -2020-10-30 07:00:00,119.06,136.855,71.874,31.349 -2020-10-30 07:15:00,120.84,140.64700000000002,71.874,31.349 -2020-10-30 07:30:00,122.72,140.326,71.874,31.349 -2020-10-30 07:45:00,122.52,139.918,71.874,31.349 -2020-10-30 08:00:00,125.5,139.739,68.439,31.349 -2020-10-30 08:15:00,124.47,139.237,68.439,31.349 -2020-10-30 08:30:00,127.07,137.506,68.439,31.349 -2020-10-30 08:45:00,127.1,134.52700000000002,68.439,31.349 -2020-10-30 09:00:00,128.83,129.542,65.523,31.349 -2020-10-30 09:15:00,129.4,128.264,65.523,31.349 -2020-10-30 09:30:00,128.5,127.581,65.523,31.349 -2020-10-30 09:45:00,127.31,126.919,65.523,31.349 -2020-10-30 10:00:00,126.26,122.965,62.005,31.349 -2020-10-30 10:15:00,124.62,121.74,62.005,31.349 -2020-10-30 10:30:00,123.49,120.156,62.005,31.349 -2020-10-30 10:45:00,124.03,119.26,62.005,31.349 -2020-10-30 11:00:00,124.17,116.04299999999999,60.351000000000006,31.349 -2020-10-30 11:15:00,126.28,115.26100000000001,60.351000000000006,31.349 -2020-10-30 11:30:00,123.52,116.325,60.351000000000006,31.349 -2020-10-30 11:45:00,123.86,116.17299999999999,60.351000000000006,31.349 -2020-10-30 12:00:00,121.54,113.084,55.331,31.349 -2020-10-30 12:15:00,125.28,110.75,55.331,31.349 -2020-10-30 12:30:00,124.06,111.024,55.331,31.349 -2020-10-30 12:45:00,121.96,111.383,55.331,31.349 -2020-10-30 13:00:00,118.71,111.73299999999999,53.361999999999995,31.349 -2020-10-30 13:15:00,120.56,111.917,53.361999999999995,31.349 -2020-10-30 13:30:00,118.3,111.51799999999999,53.361999999999995,31.349 -2020-10-30 13:45:00,120.01,111.213,53.361999999999995,31.349 -2020-10-30 14:00:00,117.73,109.399,51.708,31.349 -2020-10-30 14:15:00,118.43,109.535,51.708,31.349 -2020-10-30 14:30:00,118.52,110.236,51.708,31.349 -2020-10-30 14:45:00,119.61,110.02,51.708,31.349 -2020-10-30 15:00:00,120.23,108.8,54.571000000000005,31.349 -2020-10-30 15:15:00,118.83,108.60799999999999,54.571000000000005,31.349 -2020-10-30 15:30:00,118.31,108.04899999999999,54.571000000000005,31.349 -2020-10-30 15:45:00,119.66,108.585,54.571000000000005,31.349 -2020-10-30 16:00:00,120.97,108.147,58.662,31.349 -2020-10-30 16:15:00,120.45,109.209,58.662,31.349 -2020-10-30 16:30:00,122.73,109.552,58.662,31.349 -2020-10-30 16:45:00,126.37,108.40799999999999,58.662,31.349 -2020-10-30 17:00:00,132.24,109.404,65.941,31.349 -2020-10-30 17:15:00,131.66,110.236,65.941,31.349 -2020-10-30 17:30:00,135.32,110.119,65.941,31.349 -2020-10-30 17:45:00,131.92,110.234,65.941,31.349 -2020-10-30 18:00:00,131.8,111.662,65.628,31.349 -2020-10-30 18:15:00,129.88,110.432,65.628,31.349 -2020-10-30 18:30:00,128.86,109.383,65.628,31.349 -2020-10-30 18:45:00,128.89,112.803,65.628,31.349 -2020-10-30 19:00:00,127.22,114.73,63.662,31.349 -2020-10-30 19:15:00,123.33,114.22,63.662,31.349 -2020-10-30 19:30:00,121.1,113.117,63.662,31.349 -2020-10-30 19:45:00,121.23,111.685,63.662,31.349 -2020-10-30 20:00:00,115.04,108.969,61.945,31.349 -2020-10-30 20:15:00,110.74,106.413,61.945,31.349 -2020-10-30 20:30:00,109.01,105.51799999999999,61.945,31.349 -2020-10-30 20:45:00,106.5,103.742,61.945,31.349 -2020-10-30 21:00:00,100.01,101.007,53.903,31.349 -2020-10-30 21:15:00,102.44,101.75200000000001,53.903,31.349 -2020-10-30 21:30:00,100.98,101.102,53.903,31.349 -2020-10-30 21:45:00,94.15,98.95299999999999,53.903,31.349 -2020-10-30 22:00:00,87.77,94.88,48.403999999999996,31.349 -2020-10-30 22:15:00,85.26,91.131,48.403999999999996,31.349 -2020-10-30 22:30:00,84.58,85.432,48.403999999999996,31.349 -2020-10-30 22:45:00,83.7,81.27199999999999,48.403999999999996,31.349 -2020-10-30 23:00:00,82.16,76.253,41.07,31.349 -2020-10-30 23:15:00,81.37,73.979,41.07,31.349 -2020-10-30 23:30:00,73.71,71.40899999999999,41.07,31.349 -2020-10-30 23:45:00,71.13,71.156,41.07,31.349 -2020-10-31 00:00:00,72.45,61.597,38.989000000000004,31.177 -2020-10-31 00:15:00,73.37,59.941,38.989000000000004,31.177 -2020-10-31 00:30:00,73.61,59.854,38.989000000000004,31.177 -2020-10-31 00:45:00,71.83,60.141000000000005,38.989000000000004,31.177 -2020-10-31 01:00:00,68.78,61.233000000000004,35.275,31.177 -2020-10-31 01:15:00,71.23,61.393,35.275,31.177 -2020-10-31 01:30:00,69.97,60.773,35.275,31.177 -2020-10-31 01:45:00,65.93,60.555,35.275,31.177 -2020-10-31 02:00:00,64.99,61.573,32.838,31.177 -2020-10-31 02:15:00,69.96,61.156000000000006,32.838,31.177 -2020-10-31 02:30:00,68.68,61.831,32.838,31.177 -2020-10-31 02:45:00,66.64,62.625,32.838,31.177 -2020-10-31 03:00:00,65.79,65.196,32.418,31.177 -2020-10-31 03:15:00,67.38,65.55199999999999,32.418,31.177 -2020-10-31 03:30:00,67.91,65.406,32.418,31.177 -2020-10-31 03:45:00,63.45,66.92699999999999,32.418,31.177 -2020-10-31 04:00:00,60.12,74.21600000000001,32.099000000000004,31.177 -2020-10-31 04:15:00,61.24,80.874,32.099000000000004,31.177 -2020-10-31 04:30:00,62.55,80.10300000000001,32.099000000000004,31.177 -2020-10-31 04:45:00,62.68,81.078,32.099000000000004,31.177 -2020-10-31 05:00:00,63.12,96.679,32.926,31.177 -2020-10-31 05:15:00,62.57,108.109,32.926,31.177 -2020-10-31 05:30:00,63.2,103.416,32.926,31.177 -2020-10-31 05:45:00,65.37,98.848,32.926,31.177 -2020-10-31 06:00:00,68.19,111.434,35.069,31.177 -2020-10-31 06:15:00,69.79,126.461,35.069,31.177 -2020-10-31 06:30:00,71.11,120.191,35.069,31.177 -2020-10-31 06:45:00,73.82,114.679,35.069,31.177 -2020-10-31 07:00:00,75.79,113.76,40.906,31.177 -2020-10-31 07:15:00,77.22,115.145,40.906,31.177 -2020-10-31 07:30:00,78.86,116.89,40.906,31.177 -2020-10-31 07:45:00,81.1,118.516,40.906,31.177 -2020-10-31 08:00:00,83.23,121.64399999999999,46.603,31.177 -2020-10-31 08:15:00,84.49,123.396,46.603,31.177 -2020-10-31 08:30:00,86.25,123.77,46.603,31.177 -2020-10-31 08:45:00,88.76,123.838,46.603,31.177 -2020-10-31 09:00:00,92.45,120.73899999999999,49.935,31.177 -2020-10-31 09:15:00,93.68,120.148,49.935,31.177 -2020-10-31 09:30:00,94.02,120.255,49.935,31.177 -2020-10-31 09:45:00,94.02,119.835,49.935,31.177 -2020-10-31 10:00:00,92.45,117.68,47.585,31.177 -2020-10-31 10:15:00,93.24,117.001,47.585,31.177 -2020-10-31 10:30:00,92.64,115.77,47.585,31.177 -2020-10-31 10:45:00,92.15,114.821,47.585,31.177 -2020-10-31 11:00:00,93.34,111.95100000000001,43.376999999999995,31.177 -2020-10-31 11:15:00,96.08,111.00299999999999,43.376999999999995,31.177 -2020-10-31 11:30:00,95.83,111.277,43.376999999999995,31.177 -2020-10-31 11:45:00,96.13,111.28,43.376999999999995,31.177 -2020-10-31 12:00:00,95.48,107.751,40.855,31.177 -2020-10-31 12:15:00,95.57,106.947,40.855,31.177 -2020-10-31 12:30:00,92.12,106.645,40.855,31.177 -2020-10-31 12:45:00,91.78,106.042,40.855,31.177 -2020-10-31 13:00:00,88.92,105.20100000000001,37.251,31.177 -2020-10-31 13:15:00,89.25,105.492,37.251,31.177 -2020-10-31 13:30:00,88.99,104.34899999999999,37.251,31.177 -2020-10-31 13:45:00,89.08,103.85700000000001,37.251,31.177 -2020-10-31 14:00:00,86.2,103.321,38.548,31.177 -2020-10-31 14:15:00,87.18,103.538,38.548,31.177 -2020-10-31 14:30:00,86.99,103.285,38.548,31.177 -2020-10-31 14:45:00,87.31,102.726,38.548,31.177 -2020-10-31 15:00:00,87.48,101.215,42.883,31.177 -2020-10-31 15:15:00,87.93,101.897,42.883,31.177 -2020-10-31 15:30:00,87.72,102.617,42.883,31.177 -2020-10-31 15:45:00,88.54,103.33200000000001,42.883,31.177 -2020-10-31 16:00:00,90.83,103.56700000000001,48.143,31.177 -2020-10-31 16:15:00,90.48,104.383,48.143,31.177 -2020-10-31 16:30:00,92.56,105.337,48.143,31.177 -2020-10-31 16:45:00,97.53,104.829,48.143,31.177 -2020-10-31 17:00:00,102.04,105.22399999999999,55.25,31.177 -2020-10-31 17:15:00,100.68,106.541,55.25,31.177 -2020-10-31 17:30:00,102.51,106.81700000000001,55.25,31.177 -2020-10-31 17:45:00,102.66,108.331,55.25,31.177 -2020-10-31 18:00:00,104.1,110.088,57.506,31.177 -2020-10-31 18:15:00,107.0,111.04,57.506,31.177 -2020-10-31 18:30:00,103.91,110.087,57.506,31.177 -2020-10-31 18:45:00,104.55,111.25,57.506,31.177 -2020-10-31 19:00:00,100.55,113.781,55.528999999999996,31.177 -2020-10-31 19:15:00,99.24,112.38600000000001,55.528999999999996,31.177 -2020-10-31 19:30:00,97.68,111.81,55.528999999999996,31.177 -2020-10-31 19:45:00,96.75,111.583,55.528999999999996,31.177 -2020-10-31 20:00:00,91.74,110.46700000000001,46.166000000000004,31.177 -2020-10-31 20:15:00,88.35,109.18799999999999,46.166000000000004,31.177 -2020-10-31 20:30:00,86.31,108.696,46.166000000000004,31.177 -2020-10-31 20:45:00,83.91,106.139,46.166000000000004,31.177 -2020-10-31 21:00:00,80.56,102.51899999999999,40.406,31.177 -2020-10-31 21:15:00,80.4,102.87,40.406,31.177 -2020-10-31 21:30:00,79.05,102.81200000000001,40.406,31.177 -2020-10-31 21:45:00,77.96,100.42200000000001,40.406,31.177 -2020-10-31 22:00:00,75.29,97.337,39.616,31.177 -2020-10-31 22:15:00,74.6,93.835,39.616,31.177 -2020-10-31 22:30:00,71.03,89.384,39.616,31.177 -2020-10-31 22:45:00,70.49,85.363,39.616,31.177 -2020-10-31 23:00:00,67.0,79.763,32.205,31.177 -2020-10-31 23:15:00,66.8,78.317,32.205,31.177 -2020-10-31 23:30:00,64.91,76.102,32.205,31.177 -2020-10-31 23:45:00,63.18,75.262,32.205,31.177 -2020-11-01 00:00:00,58.91,73.844,36.376,32.047 -2020-11-01 00:15:00,57.64,71.598,36.376,32.047 -2020-11-01 00:30:00,58.09,71.771,36.376,32.047 -2020-11-01 00:45:00,56.8,72.655,36.376,32.047 -2020-11-01 01:00:00,53.61,74.10300000000001,32.992,32.047 -2020-11-01 01:15:00,55.48,74.691,32.992,32.047 -2020-11-01 01:30:00,54.86,74.157,32.992,32.047 -2020-11-01 01:45:00,55.56,74.169,32.992,32.047 -2020-11-01 02:00:00,53.33,75.35600000000001,32.327,32.047 -2020-11-01 02:15:00,53.19,74.95,32.327,32.047 -2020-11-01 02:30:00,53.38,75.499,32.327,32.047 -2020-11-01 02:45:00,53.54,76.763,32.327,32.047 -2020-11-01 03:00:00,52.29,79.542,31.169,32.047 -2020-11-01 03:15:00,53.27,79.608,31.169,32.047 -2020-11-01 03:30:00,53.38,80.009,31.169,32.047 -2020-11-01 03:45:00,53.67,81.561,31.169,32.047 -2020-11-01 04:00:00,53.04,90.10600000000001,30.796,32.047 -2020-11-01 04:15:00,53.69,97.82600000000001,30.796,32.047 -2020-11-01 04:30:00,54.71,97.304,30.796,32.047 -2020-11-01 04:45:00,54.7,98.21600000000001,30.796,32.047 -2020-11-01 05:00:00,56.28,114.69200000000001,30.848000000000003,32.047 -2020-11-01 05:15:00,56.84,126.919,30.848000000000003,32.047 -2020-11-01 05:30:00,56.12,122.334,30.848000000000003,32.047 -2020-11-01 05:45:00,57.2,117.79299999999999,30.848000000000003,32.047 -2020-11-01 06:00:00,58.93,131.375,31.166,32.047 -2020-11-01 06:15:00,60.16,148.164,31.166,32.047 -2020-11-01 06:30:00,60.09,141.499,31.166,32.047 -2020-11-01 06:45:00,61.33,135.033,31.166,32.047 -2020-11-01 07:00:00,62.62,134.209,33.527,32.047 -2020-11-01 07:15:00,64.53,135.998,33.527,32.047 -2020-11-01 07:30:00,66.19,138.07299999999998,33.527,32.047 -2020-11-01 07:45:00,69.32,140.029,33.527,32.047 -2020-11-01 08:00:00,72.18,143.476,36.616,32.047 -2020-11-01 08:15:00,73.05,145.618,36.616,32.047 -2020-11-01 08:30:00,75.6,146.314,36.616,32.047 -2020-11-01 08:45:00,76.81,146.583,36.616,32.047 -2020-11-01 09:00:00,78.39,143.313,37.857,32.047 -2020-11-01 09:15:00,79.58,142.33100000000002,37.857,32.047 -2020-11-01 09:30:00,79.36,141.849,37.857,32.047 -2020-11-01 09:45:00,80.15,141.034,37.857,32.047 -2020-11-01 10:00:00,78.79,139.36,36.319,32.047 -2020-11-01 10:15:00,81.18,138.553,36.319,32.047 -2020-11-01 10:30:00,82.06,137.161,36.319,32.047 -2020-11-01 10:45:00,84.37,135.914,36.319,32.047 -2020-11-01 11:00:00,87.44,132.654,37.236999999999995,32.047 -2020-11-01 11:15:00,90.16,131.516,37.236999999999995,32.047 -2020-11-01 11:30:00,92.79,131.694,37.236999999999995,32.047 -2020-11-01 11:45:00,94.47,132.332,37.236999999999995,32.047 -2020-11-01 12:00:00,93.72,128.334,34.871,32.047 -2020-11-01 12:15:00,91.05,127.323,34.871,32.047 -2020-11-01 12:30:00,88.73,126.853,34.871,32.047 -2020-11-01 12:45:00,87.98,126.25399999999999,34.871,32.047 -2020-11-01 13:00:00,81.86,125.57600000000001,29.738000000000003,32.047 -2020-11-01 13:15:00,79.48,125.912,29.738000000000003,32.047 -2020-11-01 13:30:00,78.24,124.734,29.738000000000003,32.047 -2020-11-01 13:45:00,77.77,124.292,29.738000000000003,32.047 -2020-11-01 14:00:00,78.82,124.43,27.333000000000002,32.047 -2020-11-01 14:15:00,77.97,124.331,27.333000000000002,32.047 -2020-11-01 14:30:00,78.18,123.743,27.333000000000002,32.047 -2020-11-01 14:45:00,79.25,123.29,27.333000000000002,32.047 -2020-11-01 15:00:00,79.18,121.579,28.232,32.047 -2020-11-01 15:15:00,79.37,122.45100000000001,28.232,32.047 -2020-11-01 15:30:00,79.55,122.805,28.232,32.047 -2020-11-01 15:45:00,81.75,123.443,28.232,32.047 -2020-11-01 16:00:00,83.82,125.545,32.815,32.047 -2020-11-01 16:15:00,83.89,127.041,32.815,32.047 -2020-11-01 16:30:00,84.8,127.854,32.815,32.047 -2020-11-01 16:45:00,89.87,127.169,32.815,32.047 -2020-11-01 17:00:00,96.6,129.106,43.068999999999996,32.047 -2020-11-01 17:15:00,96.91,130.164,43.068999999999996,32.047 -2020-11-01 17:30:00,99.73,130.485,43.068999999999996,32.047 -2020-11-01 17:45:00,101.95,131.416,43.068999999999996,32.047 -2020-11-01 18:00:00,100.66,134.56799999999998,50.498999999999995,32.047 -2020-11-01 18:15:00,100.99,135.72299999999998,50.498999999999995,32.047 -2020-11-01 18:30:00,97.5,134.084,50.498999999999995,32.047 -2020-11-01 18:45:00,96.13,135.263,50.498999999999995,32.047 -2020-11-01 19:00:00,94.03,137.83700000000002,53.481,32.047 -2020-11-01 19:15:00,94.0,136.382,53.481,32.047 -2020-11-01 19:30:00,92.13,135.606,53.481,32.047 -2020-11-01 19:45:00,92.89,135.071,53.481,32.047 -2020-11-01 20:00:00,90.69,132.186,51.687,32.047 -2020-11-01 20:15:00,94.58,130.61700000000002,51.687,32.047 -2020-11-01 20:30:00,92.24,130.408,51.687,32.047 -2020-11-01 20:45:00,86.66,127.39,51.687,32.047 -2020-11-01 21:00:00,83.37,123.02,47.674,32.047 -2020-11-01 21:15:00,84.21,122.93,47.674,32.047 -2020-11-01 21:30:00,88.7,122.751,47.674,32.047 -2020-11-01 21:45:00,90.47,120.36399999999999,47.674,32.047 -2020-11-01 22:00:00,90.97,116.14,48.178000000000004,32.047 -2020-11-01 22:15:00,86.98,112.27799999999999,48.178000000000004,32.047 -2020-11-01 22:30:00,83.62,106.661,48.178000000000004,32.047 -2020-11-01 22:45:00,82.66,102.23,48.178000000000004,32.047 -2020-11-01 23:00:00,81.93,96.52,42.553999999999995,32.047 -2020-11-01 23:15:00,85.7,94.42200000000001,42.553999999999995,32.047 -2020-11-01 23:30:00,82.06,92.15700000000001,42.553999999999995,32.047 -2020-11-01 23:45:00,78.61,90.99799999999999,42.553999999999995,32.047 -2020-11-02 00:00:00,77.71,77.483,37.177,32.225 -2020-11-02 00:15:00,78.04,77.413,37.177,32.225 -2020-11-02 00:30:00,75.0,77.514,37.177,32.225 -2020-11-02 00:45:00,71.86,77.888,37.177,32.225 -2020-11-02 01:00:00,73.26,79.508,35.358000000000004,32.225 -2020-11-02 01:15:00,75.19,79.788,35.358000000000004,32.225 -2020-11-02 01:30:00,74.29,79.453,35.358000000000004,32.225 -2020-11-02 01:45:00,71.36,79.48899999999999,35.358000000000004,32.225 -2020-11-02 02:00:00,74.46,80.84899999999999,35.03,32.225 -2020-11-02 02:15:00,76.19,80.941,35.03,32.225 -2020-11-02 02:30:00,73.58,81.756,35.03,32.225 -2020-11-02 02:45:00,70.49,82.568,35.03,32.225 -2020-11-02 03:00:00,71.48,86.30799999999999,34.394,32.225 -2020-11-02 03:15:00,76.54,87.72,34.394,32.225 -2020-11-02 03:30:00,78.06,88.242,34.394,32.225 -2020-11-02 03:45:00,72.8,89.243,34.394,32.225 -2020-11-02 04:00:00,77.28,101.759,34.421,32.225 -2020-11-02 04:15:00,80.21,113.29299999999999,34.421,32.225 -2020-11-02 04:30:00,81.33,113.90799999999999,34.421,32.225 -2020-11-02 04:45:00,78.06,115.085,34.421,32.225 -2020-11-02 05:00:00,85.36,144.252,39.435,32.225 -2020-11-02 05:15:00,91.98,173.24200000000002,39.435,32.225 -2020-11-02 05:30:00,96.04,168.166,39.435,32.225 -2020-11-02 05:45:00,95.92,158.836,39.435,32.225 -2020-11-02 06:00:00,104.79,157.326,55.685,32.225 -2020-11-02 06:15:00,114.4,161.115,55.685,32.225 -2020-11-02 06:30:00,121.39,161.122,55.685,32.225 -2020-11-02 06:45:00,125.87,162.344,55.685,32.225 -2020-11-02 07:00:00,126.76,163.525,66.837,32.225 -2020-11-02 07:15:00,126.88,167.03400000000002,66.837,32.225 -2020-11-02 07:30:00,127.09,168.299,66.837,32.225 -2020-11-02 07:45:00,125.37,168.74099999999999,66.837,32.225 -2020-11-02 08:00:00,127.99,168.55700000000002,72.217,32.225 -2020-11-02 08:15:00,126.32,168.81599999999997,72.217,32.225 -2020-11-02 08:30:00,126.89,166.49400000000003,72.217,32.225 -2020-11-02 08:45:00,124.03,164.62900000000002,72.217,32.225 -2020-11-02 09:00:00,123.27,160.44799999999998,66.117,32.225 -2020-11-02 09:15:00,123.92,156.477,66.117,32.225 -2020-11-02 09:30:00,125.15,154.977,66.117,32.225 -2020-11-02 09:45:00,128.93,153.493,66.117,32.225 -2020-11-02 10:00:00,124.84,151.434,62.1,32.225 -2020-11-02 10:15:00,123.92,150.312,62.1,32.225 -2020-11-02 10:30:00,124.83,148.13299999999998,62.1,32.225 -2020-11-02 10:45:00,125.47,146.829,62.1,32.225 -2020-11-02 11:00:00,125.02,141.958,60.021,32.225 -2020-11-02 11:15:00,116.55,142.15,60.021,32.225 -2020-11-02 11:30:00,119.3,143.525,60.021,32.225 -2020-11-02 11:45:00,122.68,144.034,60.021,32.225 -2020-11-02 12:00:00,116.26,140.8,56.75899999999999,32.225 -2020-11-02 12:15:00,116.59,139.82399999999998,56.75899999999999,32.225 -2020-11-02 12:30:00,124.27,139.215,56.75899999999999,32.225 -2020-11-02 12:45:00,119.06,139.694,56.75899999999999,32.225 -2020-11-02 13:00:00,118.02,139.783,56.04600000000001,32.225 -2020-11-02 13:15:00,119.4,138.85399999999998,56.04600000000001,32.225 -2020-11-02 13:30:00,122.02,137.35399999999998,56.04600000000001,32.225 -2020-11-02 13:45:00,119.1,137.218,56.04600000000001,32.225 -2020-11-02 14:00:00,122.77,136.59,55.475,32.225 -2020-11-02 14:15:00,120.69,136.239,55.475,32.225 -2020-11-02 14:30:00,120.41,135.251,55.475,32.225 -2020-11-02 14:45:00,124.04,135.44,55.475,32.225 -2020-11-02 15:00:00,120.94,134.887,57.048,32.225 -2020-11-02 15:15:00,120.7,134.558,57.048,32.225 -2020-11-02 15:30:00,120.66,134.607,57.048,32.225 -2020-11-02 15:45:00,121.41,134.784,57.048,32.225 -2020-11-02 16:00:00,122.05,137.142,59.06,32.225 -2020-11-02 16:15:00,124.08,138.155,59.06,32.225 -2020-11-02 16:30:00,124.36,138.067,59.06,32.225 -2020-11-02 16:45:00,129.23,136.614,59.06,32.225 -2020-11-02 17:00:00,134.05,137.868,65.419,32.225 -2020-11-02 17:15:00,132.55,138.431,65.419,32.225 -2020-11-02 17:30:00,137.22,138.244,65.419,32.225 -2020-11-02 17:45:00,135.22,138.03,65.419,32.225 -2020-11-02 18:00:00,135.07,141.039,69.345,32.225 -2020-11-02 18:15:00,132.86,140.007,69.345,32.225 -2020-11-02 18:30:00,131.02,138.54399999999998,69.345,32.225 -2020-11-02 18:45:00,131.86,141.345,69.345,32.225 -2020-11-02 19:00:00,128.07,142.715,73.825,32.225 -2020-11-02 19:15:00,126.32,140.951,73.825,32.225 -2020-11-02 19:30:00,127.01,140.357,73.825,32.225 -2020-11-02 19:45:00,122.74,139.009,73.825,32.225 -2020-11-02 20:00:00,119.02,134.085,64.027,32.225 -2020-11-02 20:15:00,113.3,131.38299999999998,64.027,32.225 -2020-11-02 20:30:00,108.72,130.102,64.027,32.225 -2020-11-02 20:45:00,106.21,128.234,64.027,32.225 -2020-11-02 21:00:00,107.92,123.986,57.952,32.225 -2020-11-02 21:15:00,109.71,123.275,57.952,32.225 -2020-11-02 21:30:00,108.09,122.71700000000001,57.952,32.225 -2020-11-02 21:45:00,100.41,119.898,57.952,32.225 -2020-11-02 22:00:00,93.26,112.988,53.031000000000006,32.225 -2020-11-02 22:15:00,93.34,108.98299999999999,53.031000000000006,32.225 -2020-11-02 22:30:00,98.42,95.46700000000001,53.031000000000006,32.225 -2020-11-02 22:45:00,95.12,87.84,53.031000000000006,32.225 -2020-11-02 23:00:00,89.39,82.635,45.085,32.225 -2020-11-02 23:15:00,85.21,81.652,45.085,32.225 -2020-11-02 23:30:00,86.99,81.206,45.085,32.225 -2020-11-02 23:45:00,87.54,81.581,45.085,32.225 -2020-11-03 00:00:00,84.2,76.499,42.843,32.225 -2020-11-03 00:15:00,78.55,77.664,42.843,32.225 -2020-11-03 00:30:00,76.57,77.46300000000001,42.843,32.225 -2020-11-03 00:45:00,82.07,77.531,42.843,32.225 -2020-11-03 01:00:00,80.46,78.831,41.542,32.225 -2020-11-03 01:15:00,79.44,78.893,41.542,32.225 -2020-11-03 01:30:00,74.87,78.63,41.542,32.225 -2020-11-03 01:45:00,72.5,78.641,41.542,32.225 -2020-11-03 02:00:00,78.57,79.813,40.19,32.225 -2020-11-03 02:15:00,80.48,80.32300000000001,40.19,32.225 -2020-11-03 02:30:00,80.8,80.593,40.19,32.225 -2020-11-03 02:45:00,74.67,81.544,40.19,32.225 -2020-11-03 03:00:00,71.93,84.294,39.626,32.225 -2020-11-03 03:15:00,79.33,85.59299999999999,39.626,32.225 -2020-11-03 03:30:00,82.08,86.404,39.626,32.225 -2020-11-03 03:45:00,82.13,87.045,39.626,32.225 -2020-11-03 04:00:00,77.08,98.926,40.196999999999996,32.225 -2020-11-03 04:15:00,77.12,110.274,40.196999999999996,32.225 -2020-11-03 04:30:00,82.35,110.641,40.196999999999996,32.225 -2020-11-03 04:45:00,87.06,112.781,40.196999999999996,32.225 -2020-11-03 05:00:00,91.11,145.749,43.378,32.225 -2020-11-03 05:15:00,88.11,174.916,43.378,32.225 -2020-11-03 05:30:00,88.09,168.97,43.378,32.225 -2020-11-03 05:45:00,96.86,159.315,43.378,32.225 -2020-11-03 06:00:00,106.9,157.497,55.691,32.225 -2020-11-03 06:15:00,109.83,162.39700000000002,55.691,32.225 -2020-11-03 06:30:00,115.64,161.89700000000002,55.691,32.225 -2020-11-03 06:45:00,121.32,162.537,55.691,32.225 -2020-11-03 07:00:00,121.08,163.66,65.567,32.225 -2020-11-03 07:15:00,122.41,166.97799999999998,65.567,32.225 -2020-11-03 07:30:00,122.07,167.926,65.567,32.225 -2020-11-03 07:45:00,122.18,168.12400000000002,65.567,32.225 -2020-11-03 08:00:00,123.78,168.005,73.001,32.225 -2020-11-03 08:15:00,123.3,167.40099999999998,73.001,32.225 -2020-11-03 08:30:00,121.01,165.054,73.001,32.225 -2020-11-03 08:45:00,120.18,162.636,73.001,32.225 -2020-11-03 09:00:00,119.27,158.009,67.08800000000001,32.225 -2020-11-03 09:15:00,120.13,155.065,67.08800000000001,32.225 -2020-11-03 09:30:00,119.45,154.263,67.08800000000001,32.225 -2020-11-03 09:45:00,119.38,153.096,67.08800000000001,32.225 -2020-11-03 10:00:00,117.17,150.135,62.803000000000004,32.225 -2020-11-03 10:15:00,116.37,148.19,62.803000000000004,32.225 -2020-11-03 10:30:00,114.86,146.122,62.803000000000004,32.225 -2020-11-03 10:45:00,114.46,145.343,62.803000000000004,32.225 -2020-11-03 11:00:00,115.53,141.503,60.155,32.225 -2020-11-03 11:15:00,116.0,141.577,60.155,32.225 -2020-11-03 11:30:00,114.96,141.749,60.155,32.225 -2020-11-03 11:45:00,115.15,142.586,60.155,32.225 -2020-11-03 12:00:00,114.54,138.3,56.845,32.225 -2020-11-03 12:15:00,113.41,137.136,56.845,32.225 -2020-11-03 12:30:00,116.09,137.35399999999998,56.845,32.225 -2020-11-03 12:45:00,113.87,137.849,56.845,32.225 -2020-11-03 13:00:00,112.05,137.47799999999998,56.163000000000004,32.225 -2020-11-03 13:15:00,113.4,136.88,56.163000000000004,32.225 -2020-11-03 13:30:00,111.98,136.209,56.163000000000004,32.225 -2020-11-03 13:45:00,112.78,135.895,56.163000000000004,32.225 -2020-11-03 14:00:00,114.01,135.56,55.934,32.225 -2020-11-03 14:15:00,114.62,135.273,55.934,32.225 -2020-11-03 14:30:00,114.22,134.879,55.934,32.225 -2020-11-03 14:45:00,116.32,134.763,55.934,32.225 -2020-11-03 15:00:00,118.75,133.835,57.43899999999999,32.225 -2020-11-03 15:15:00,121.12,134.054,57.43899999999999,32.225 -2020-11-03 15:30:00,118.99,134.238,57.43899999999999,32.225 -2020-11-03 15:45:00,120.3,134.248,57.43899999999999,32.225 -2020-11-03 16:00:00,121.23,136.631,59.968999999999994,32.225 -2020-11-03 16:15:00,121.12,138.031,59.968999999999994,32.225 -2020-11-03 16:30:00,124.29,138.269,59.968999999999994,32.225 -2020-11-03 16:45:00,128.38,137.31,59.968999999999994,32.225 -2020-11-03 17:00:00,134.36,138.976,67.428,32.225 -2020-11-03 17:15:00,135.38,139.727,67.428,32.225 -2020-11-03 17:30:00,136.98,139.846,67.428,32.225 -2020-11-03 17:45:00,136.7,139.438,67.428,32.225 -2020-11-03 18:00:00,135.03,142.02700000000002,71.533,32.225 -2020-11-03 18:15:00,133.99,141.156,71.533,32.225 -2020-11-03 18:30:00,132.72,139.4,71.533,32.225 -2020-11-03 18:45:00,132.44,142.667,71.533,32.225 -2020-11-03 19:00:00,129.7,143.67,73.32300000000001,32.225 -2020-11-03 19:15:00,127.73,141.774,73.32300000000001,32.225 -2020-11-03 19:30:00,125.23,140.636,73.32300000000001,32.225 -2020-11-03 19:45:00,124.06,139.406,73.32300000000001,32.225 -2020-11-03 20:00:00,116.4,134.749,64.166,32.225 -2020-11-03 20:15:00,113.06,131.075,64.166,32.225 -2020-11-03 20:30:00,111.89,130.452,64.166,32.225 -2020-11-03 20:45:00,108.23,128.349,64.166,32.225 -2020-11-03 21:00:00,111.71,123.95299999999999,57.891999999999996,32.225 -2020-11-03 21:15:00,112.07,123.279,57.891999999999996,32.225 -2020-11-03 21:30:00,109.48,122.31299999999999,57.891999999999996,32.225 -2020-11-03 21:45:00,100.8,119.70200000000001,57.891999999999996,32.225 -2020-11-03 22:00:00,96.06,113.992,53.242,32.225 -2020-11-03 22:15:00,98.84,109.67299999999999,53.242,32.225 -2020-11-03 22:30:00,98.89,96.368,53.242,32.225 -2020-11-03 22:45:00,97.23,88.929,53.242,32.225 -2020-11-03 23:00:00,87.29,83.465,46.665,32.225 -2020-11-03 23:15:00,90.27,82.43700000000001,46.665,32.225 -2020-11-03 23:30:00,89.3,81.75399999999999,46.665,32.225 -2020-11-03 23:45:00,90.61,81.89,46.665,32.225 -2020-11-04 00:00:00,81.4,76.873,43.16,32.225 -2020-11-04 00:15:00,84.07,78.01899999999999,43.16,32.225 -2020-11-04 00:30:00,85.61,77.822,43.16,32.225 -2020-11-04 00:45:00,83.69,77.87899999999999,43.16,32.225 -2020-11-04 01:00:00,75.16,79.202,40.972,32.225 -2020-11-04 01:15:00,82.28,79.28,40.972,32.225 -2020-11-04 01:30:00,82.05,79.033,40.972,32.225 -2020-11-04 01:45:00,82.13,79.03699999999999,40.972,32.225 -2020-11-04 02:00:00,77.14,80.223,39.749,32.225 -2020-11-04 02:15:00,83.18,80.742,39.749,32.225 -2020-11-04 02:30:00,81.85,81.001,39.749,32.225 -2020-11-04 02:45:00,79.64,81.949,39.749,32.225 -2020-11-04 03:00:00,77.05,84.684,39.422,32.225 -2020-11-04 03:15:00,82.52,86.007,39.422,32.225 -2020-11-04 03:30:00,83.16,86.821,39.422,32.225 -2020-11-04 03:45:00,81.55,87.447,39.422,32.225 -2020-11-04 04:00:00,77.98,99.337,40.505,32.225 -2020-11-04 04:15:00,84.43,110.712,40.505,32.225 -2020-11-04 04:30:00,87.82,111.073,40.505,32.225 -2020-11-04 04:45:00,88.51,113.22,40.505,32.225 -2020-11-04 05:00:00,88.07,146.239,43.397,32.225 -2020-11-04 05:15:00,92.6,175.447,43.397,32.225 -2020-11-04 05:30:00,99.67,169.497,43.397,32.225 -2020-11-04 05:45:00,101.58,159.82,43.397,32.225 -2020-11-04 06:00:00,103.46,157.997,55.218,32.225 -2020-11-04 06:15:00,112.23,162.908,55.218,32.225 -2020-11-04 06:30:00,114.12,162.44,55.218,32.225 -2020-11-04 06:45:00,117.78,163.09799999999998,55.218,32.225 -2020-11-04 07:00:00,121.0,164.22,67.39,32.225 -2020-11-04 07:15:00,123.07,167.551,67.39,32.225 -2020-11-04 07:30:00,121.54,168.52599999999998,67.39,32.225 -2020-11-04 07:45:00,123.46,168.72799999999998,67.39,32.225 -2020-11-04 08:00:00,126.53,168.62400000000002,74.345,32.225 -2020-11-04 08:15:00,124.13,168.00099999999998,74.345,32.225 -2020-11-04 08:30:00,124.39,165.68,74.345,32.225 -2020-11-04 08:45:00,125.06,163.233,74.345,32.225 -2020-11-04 09:00:00,120.85,158.594,69.336,32.225 -2020-11-04 09:15:00,122.69,155.651,69.336,32.225 -2020-11-04 09:30:00,127.17,154.84,69.336,32.225 -2020-11-04 09:45:00,119.89,153.649,69.336,32.225 -2020-11-04 10:00:00,117.85,150.679,64.291,32.225 -2020-11-04 10:15:00,119.47,148.695,64.291,32.225 -2020-11-04 10:30:00,118.23,146.60299999999998,64.291,32.225 -2020-11-04 10:45:00,117.75,145.809,64.291,32.225 -2020-11-04 11:00:00,117.87,141.967,62.20399999999999,32.225 -2020-11-04 11:15:00,117.63,142.02100000000002,62.20399999999999,32.225 -2020-11-04 11:30:00,117.7,142.192,62.20399999999999,32.225 -2020-11-04 11:45:00,119.73,143.015,62.20399999999999,32.225 -2020-11-04 12:00:00,117.89,138.71,59.042,32.225 -2020-11-04 12:15:00,116.62,137.545,59.042,32.225 -2020-11-04 12:30:00,119.41,137.797,59.042,32.225 -2020-11-04 12:45:00,114.95,138.29399999999998,59.042,32.225 -2020-11-04 13:00:00,118.41,137.885,57.907,32.225 -2020-11-04 13:15:00,117.16,137.295,57.907,32.225 -2020-11-04 13:30:00,115.27,136.624,57.907,32.225 -2020-11-04 13:45:00,116.77,136.303,57.907,32.225 -2020-11-04 14:00:00,114.41,135.916,58.358000000000004,32.225 -2020-11-04 14:15:00,113.25,135.64700000000002,58.358000000000004,32.225 -2020-11-04 14:30:00,113.2,135.291,58.358000000000004,32.225 -2020-11-04 14:45:00,116.71,135.17600000000002,58.358000000000004,32.225 -2020-11-04 15:00:00,118.53,134.237,59.348,32.225 -2020-11-04 15:15:00,117.22,134.471,59.348,32.225 -2020-11-04 15:30:00,115.9,134.694,59.348,32.225 -2020-11-04 15:45:00,117.62,134.718,59.348,32.225 -2020-11-04 16:00:00,119.43,137.075,61.413999999999994,32.225 -2020-11-04 16:15:00,119.61,138.499,61.413999999999994,32.225 -2020-11-04 16:30:00,124.61,138.737,61.413999999999994,32.225 -2020-11-04 16:45:00,127.54,137.829,61.413999999999994,32.225 -2020-11-04 17:00:00,135.41,139.454,67.107,32.225 -2020-11-04 17:15:00,134.88,140.226,67.107,32.225 -2020-11-04 17:30:00,134.97,140.349,67.107,32.225 -2020-11-04 17:45:00,134.76,139.954,67.107,32.225 -2020-11-04 18:00:00,134.73,142.542,71.92,32.225 -2020-11-04 18:15:00,133.15,141.637,71.92,32.225 -2020-11-04 18:30:00,132.19,139.892,71.92,32.225 -2020-11-04 18:45:00,131.93,143.155,71.92,32.225 -2020-11-04 19:00:00,128.13,144.165,75.09,32.225 -2020-11-04 19:15:00,126.83,142.259,75.09,32.225 -2020-11-04 19:30:00,125.21,141.106,75.09,32.225 -2020-11-04 19:45:00,126.42,139.845,75.09,32.225 -2020-11-04 20:00:00,120.08,135.208,65.977,32.225 -2020-11-04 20:15:00,113.28,131.525,65.977,32.225 -2020-11-04 20:30:00,111.02,130.87,65.977,32.225 -2020-11-04 20:45:00,112.13,128.757,65.977,32.225 -2020-11-04 21:00:00,108.11,124.35700000000001,58.798,32.225 -2020-11-04 21:15:00,107.66,123.671,58.798,32.225 -2020-11-04 21:30:00,109.28,122.713,58.798,32.225 -2020-11-04 21:45:00,103.93,120.087,58.798,32.225 -2020-11-04 22:00:00,97.92,114.374,54.486000000000004,32.225 -2020-11-04 22:15:00,93.55,110.039,54.486000000000004,32.225 -2020-11-04 22:30:00,95.7,96.777,54.486000000000004,32.225 -2020-11-04 22:45:00,98.22,89.345,54.486000000000004,32.225 -2020-11-04 23:00:00,93.29,83.88600000000001,47.783,32.225 -2020-11-04 23:15:00,92.59,82.83200000000001,47.783,32.225 -2020-11-04 23:30:00,89.1,82.152,47.783,32.225 -2020-11-04 23:45:00,89.25,82.274,47.783,32.225 -2020-11-05 00:00:00,85.13,77.245,43.88,32.225 -2020-11-05 00:15:00,81.55,78.372,43.88,32.225 -2020-11-05 00:30:00,84.52,78.18,43.88,32.225 -2020-11-05 00:45:00,83.95,78.225,43.88,32.225 -2020-11-05 01:00:00,78.92,79.571,42.242,32.225 -2020-11-05 01:15:00,78.1,79.663,42.242,32.225 -2020-11-05 01:30:00,81.46,79.433,42.242,32.225 -2020-11-05 01:45:00,82.78,79.43,42.242,32.225 -2020-11-05 02:00:00,79.05,80.63,40.918,32.225 -2020-11-05 02:15:00,78.82,81.15899999999999,40.918,32.225 -2020-11-05 02:30:00,81.15,81.407,40.918,32.225 -2020-11-05 02:45:00,85.55,82.351,40.918,32.225 -2020-11-05 03:00:00,79.23,85.072,40.411,32.225 -2020-11-05 03:15:00,74.81,86.42,40.411,32.225 -2020-11-05 03:30:00,82.28,87.23700000000001,40.411,32.225 -2020-11-05 03:45:00,82.7,87.84700000000001,40.411,32.225 -2020-11-05 04:00:00,84.49,99.74700000000001,41.246,32.225 -2020-11-05 04:15:00,80.91,111.145,41.246,32.225 -2020-11-05 04:30:00,84.02,111.501,41.246,32.225 -2020-11-05 04:45:00,88.63,113.65700000000001,41.246,32.225 -2020-11-05 05:00:00,89.89,146.725,44.533,32.225 -2020-11-05 05:15:00,85.19,175.975,44.533,32.225 -2020-11-05 05:30:00,88.1,170.021,44.533,32.225 -2020-11-05 05:45:00,93.43,160.321,44.533,32.225 -2020-11-05 06:00:00,102.82,158.494,55.005,32.225 -2020-11-05 06:15:00,110.75,163.417,55.005,32.225 -2020-11-05 06:30:00,115.53,162.97799999999998,55.005,32.225 -2020-11-05 06:45:00,126.41,163.656,55.005,32.225 -2020-11-05 07:00:00,128.69,164.77700000000002,64.597,32.225 -2020-11-05 07:15:00,123.86,168.12,64.597,32.225 -2020-11-05 07:30:00,127.33,169.122,64.597,32.225 -2020-11-05 07:45:00,126.84,169.326,64.597,32.225 -2020-11-05 08:00:00,128.0,169.237,71.71600000000001,32.225 -2020-11-05 08:15:00,129.17,168.595,71.71600000000001,32.225 -2020-11-05 08:30:00,128.65,166.301,71.71600000000001,32.225 -2020-11-05 08:45:00,128.37,163.826,71.71600000000001,32.225 -2020-11-05 09:00:00,127.46,159.174,66.51899999999999,32.225 -2020-11-05 09:15:00,128.89,156.231,66.51899999999999,32.225 -2020-11-05 09:30:00,127.36,155.411,66.51899999999999,32.225 -2020-11-05 09:45:00,127.69,154.197,66.51899999999999,32.225 -2020-11-05 10:00:00,124.33,151.218,63.04,32.225 -2020-11-05 10:15:00,121.71,149.195,63.04,32.225 -2020-11-05 10:30:00,118.24,147.08,63.04,32.225 -2020-11-05 10:45:00,119.63,146.269,63.04,32.225 -2020-11-05 11:00:00,119.67,142.42700000000002,60.998000000000005,32.225 -2020-11-05 11:15:00,125.95,142.46,60.998000000000005,32.225 -2020-11-05 11:30:00,128.57,142.63,60.998000000000005,32.225 -2020-11-05 11:45:00,128.14,143.44,60.998000000000005,32.225 -2020-11-05 12:00:00,125.75,139.116,58.27,32.225 -2020-11-05 12:15:00,124.99,137.951,58.27,32.225 -2020-11-05 12:30:00,126.45,138.237,58.27,32.225 -2020-11-05 12:45:00,127.2,138.736,58.27,32.225 -2020-11-05 13:00:00,125.78,138.29,57.196000000000005,32.225 -2020-11-05 13:15:00,126.04,137.708,57.196000000000005,32.225 -2020-11-05 13:30:00,123.81,137.035,57.196000000000005,32.225 -2020-11-05 13:45:00,124.92,136.709,57.196000000000005,32.225 -2020-11-05 14:00:00,127.64,136.27,57.38399999999999,32.225 -2020-11-05 14:15:00,128.62,136.016,57.38399999999999,32.225 -2020-11-05 14:30:00,130.34,135.69899999999998,57.38399999999999,32.225 -2020-11-05 14:45:00,127.29,135.585,57.38399999999999,32.225 -2020-11-05 15:00:00,129.48,134.634,58.647,32.225 -2020-11-05 15:15:00,129.34,134.884,58.647,32.225 -2020-11-05 15:30:00,127.64,135.14600000000002,58.647,32.225 -2020-11-05 15:45:00,127.96,135.18200000000002,58.647,32.225 -2020-11-05 16:00:00,131.92,137.515,60.083999999999996,32.225 -2020-11-05 16:15:00,131.35,138.964,60.083999999999996,32.225 -2020-11-05 16:30:00,131.61,139.2,60.083999999999996,32.225 -2020-11-05 16:45:00,134.19,138.344,60.083999999999996,32.225 -2020-11-05 17:00:00,137.92,139.92700000000002,65.85600000000001,32.225 -2020-11-05 17:15:00,136.96,140.72,65.85600000000001,32.225 -2020-11-05 17:30:00,137.47,140.84799999999998,65.85600000000001,32.225 -2020-11-05 17:45:00,138.29,140.466,65.85600000000001,32.225 -2020-11-05 18:00:00,139.48,143.053,69.855,32.225 -2020-11-05 18:15:00,134.15,142.115,69.855,32.225 -2020-11-05 18:30:00,133.51,140.38,69.855,32.225 -2020-11-05 18:45:00,132.8,143.64,69.855,32.225 -2020-11-05 19:00:00,131.09,144.657,74.015,32.225 -2020-11-05 19:15:00,127.89,142.741,74.015,32.225 -2020-11-05 19:30:00,128.05,141.57299999999998,74.015,32.225 -2020-11-05 19:45:00,123.88,140.283,74.015,32.225 -2020-11-05 20:00:00,116.5,135.664,65.316,32.225 -2020-11-05 20:15:00,113.48,131.972,65.316,32.225 -2020-11-05 20:30:00,112.84,131.285,65.316,32.225 -2020-11-05 20:45:00,114.31,129.164,65.316,32.225 -2020-11-05 21:00:00,103.83,124.757,58.403999999999996,32.225 -2020-11-05 21:15:00,105.69,124.059,58.403999999999996,32.225 -2020-11-05 21:30:00,103.3,123.11,58.403999999999996,32.225 -2020-11-05 21:45:00,102.93,120.469,58.403999999999996,32.225 -2020-11-05 22:00:00,97.89,114.755,54.092,32.225 -2020-11-05 22:15:00,97.8,110.404,54.092,32.225 -2020-11-05 22:30:00,92.88,97.184,54.092,32.225 -2020-11-05 22:45:00,97.46,89.76,54.092,32.225 -2020-11-05 23:00:00,92.45,84.305,48.18600000000001,32.225 -2020-11-05 23:15:00,91.31,83.226,48.18600000000001,32.225 -2020-11-05 23:30:00,83.3,82.54899999999999,48.18600000000001,32.225 -2020-11-05 23:45:00,84.68,82.65700000000001,48.18600000000001,32.225 -2020-11-06 00:00:00,84.7,76.2,45.18899999999999,32.225 -2020-11-06 00:15:00,85.23,77.523,45.18899999999999,32.225 -2020-11-06 00:30:00,83.88,77.358,45.18899999999999,32.225 -2020-11-06 00:45:00,80.5,77.637,45.18899999999999,32.225 -2020-11-06 01:00:00,80.34,78.648,43.256,32.225 -2020-11-06 01:15:00,81.37,79.095,43.256,32.225 -2020-11-06 01:30:00,77.99,79.031,43.256,32.225 -2020-11-06 01:45:00,77.75,78.985,43.256,32.225 -2020-11-06 02:00:00,79.46,80.635,42.312,32.225 -2020-11-06 02:15:00,81.87,81.078,42.312,32.225 -2020-11-06 02:30:00,75.94,81.99,42.312,32.225 -2020-11-06 02:45:00,73.82,82.675,42.312,32.225 -2020-11-06 03:00:00,72.73,85.07600000000001,41.833,32.225 -2020-11-06 03:15:00,81.36,86.537,41.833,32.225 -2020-11-06 03:30:00,82.16,87.24600000000001,41.833,32.225 -2020-11-06 03:45:00,82.46,88.412,41.833,32.225 -2020-11-06 04:00:00,78.14,100.52,42.732,32.225 -2020-11-06 04:15:00,80.31,111.135,42.732,32.225 -2020-11-06 04:30:00,83.97,112.02799999999999,42.732,32.225 -2020-11-06 04:45:00,89.09,113.204,42.732,32.225 -2020-11-06 05:00:00,92.15,145.32399999999998,46.254,32.225 -2020-11-06 05:15:00,86.95,175.96,46.254,32.225 -2020-11-06 05:30:00,90.34,170.75799999999998,46.254,32.225 -2020-11-06 05:45:00,99.94,160.809,46.254,32.225 -2020-11-06 06:00:00,111.88,159.36700000000002,56.76,32.225 -2020-11-06 06:15:00,114.2,163.43200000000002,56.76,32.225 -2020-11-06 06:30:00,122.58,162.452,56.76,32.225 -2020-11-06 06:45:00,120.37,164.13,56.76,32.225 -2020-11-06 07:00:00,125.85,164.983,66.029,32.225 -2020-11-06 07:15:00,126.83,169.363,66.029,32.225 -2020-11-06 07:30:00,126.69,169.503,66.029,32.225 -2020-11-06 07:45:00,128.85,169.049,66.029,32.225 -2020-11-06 08:00:00,132.52,168.55,73.128,32.225 -2020-11-06 08:15:00,131.81,167.88299999999998,73.128,32.225 -2020-11-06 08:30:00,131.12,166.232,73.128,32.225 -2020-11-06 08:45:00,131.33,162.619,73.128,32.225 -2020-11-06 09:00:00,132.45,157.394,68.23100000000001,32.225 -2020-11-06 09:15:00,134.02,155.541,68.23100000000001,32.225 -2020-11-06 09:30:00,135.36,154.16899999999998,68.23100000000001,32.225 -2020-11-06 09:45:00,135.72,152.999,68.23100000000001,32.225 -2020-11-06 10:00:00,135.71,149.14,64.733,32.225 -2020-11-06 10:15:00,136.19,147.489,64.733,32.225 -2020-11-06 10:30:00,134.9,145.493,64.733,32.225 -2020-11-06 10:45:00,134.66,144.32399999999998,64.733,32.225 -2020-11-06 11:00:00,134.81,140.532,62.0,32.225 -2020-11-06 11:15:00,135.06,139.54399999999998,62.0,32.225 -2020-11-06 11:30:00,134.53,140.829,62.0,32.225 -2020-11-06 11:45:00,137.14,141.335,62.0,32.225 -2020-11-06 12:00:00,134.12,137.924,57.876999999999995,32.225 -2020-11-06 12:15:00,133.37,135.04399999999998,57.876999999999995,32.225 -2020-11-06 12:30:00,132.61,135.516,57.876999999999995,32.225 -2020-11-06 12:45:00,131.3,136.129,57.876999999999995,32.225 -2020-11-06 13:00:00,128.69,136.524,55.585,32.225 -2020-11-06 13:15:00,127.97,136.601,55.585,32.225 -2020-11-06 13:30:00,124.2,136.194,55.585,32.225 -2020-11-06 13:45:00,123.92,135.91299999999998,55.585,32.225 -2020-11-06 14:00:00,118.95,134.342,54.5,32.225 -2020-11-06 14:15:00,120.9,134.113,54.5,32.225 -2020-11-06 14:30:00,121.51,134.691,54.5,32.225 -2020-11-06 14:45:00,120.58,134.575,54.5,32.225 -2020-11-06 15:00:00,122.67,133.238,55.131,32.225 -2020-11-06 15:15:00,118.7,133.108,55.131,32.225 -2020-11-06 15:30:00,121.37,132.126,55.131,32.225 -2020-11-06 15:45:00,120.79,132.526,55.131,32.225 -2020-11-06 16:00:00,122.13,133.756,56.8,32.225 -2020-11-06 16:15:00,122.5,135.602,56.8,32.225 -2020-11-06 16:30:00,127.43,135.842,56.8,32.225 -2020-11-06 16:45:00,129.4,134.688,56.8,32.225 -2020-11-06 17:00:00,133.06,137.007,63.428999999999995,32.225 -2020-11-06 17:15:00,134.26,137.476,63.428999999999995,32.225 -2020-11-06 17:30:00,132.78,137.447,63.428999999999995,32.225 -2020-11-06 17:45:00,131.33,136.857,63.428999999999995,32.225 -2020-11-06 18:00:00,134.08,139.959,67.915,32.225 -2020-11-06 18:15:00,130.5,138.378,67.915,32.225 -2020-11-06 18:30:00,129.8,136.88299999999998,67.915,32.225 -2020-11-06 18:45:00,133.03,140.289,67.915,32.225 -2020-11-06 19:00:00,126.8,142.261,69.428,32.225 -2020-11-06 19:15:00,125.27,141.47899999999998,69.428,32.225 -2020-11-06 19:30:00,122.86,140.039,69.428,32.225 -2020-11-06 19:45:00,124.09,138.034,69.428,32.225 -2020-11-06 20:00:00,114.98,133.422,60.56100000000001,32.225 -2020-11-06 20:15:00,113.0,130.02100000000002,60.56100000000001,32.225 -2020-11-06 20:30:00,109.07,129.093,60.56100000000001,32.225 -2020-11-06 20:45:00,109.58,127.03299999999999,60.56100000000001,32.225 -2020-11-06 21:00:00,102.28,123.459,55.18600000000001,32.225 -2020-11-06 21:15:00,106.27,123.67200000000001,55.18600000000001,32.225 -2020-11-06 21:30:00,104.99,122.706,55.18600000000001,32.225 -2020-11-06 21:45:00,96.99,120.491,55.18600000000001,32.225 -2020-11-06 22:00:00,88.19,115.375,51.433,32.225 -2020-11-06 22:15:00,86.68,110.825,51.433,32.225 -2020-11-06 22:30:00,82.9,103.704,51.433,32.225 -2020-11-06 22:45:00,82.11,98.971,51.433,32.225 -2020-11-06 23:00:00,77.89,93.86200000000001,46.201,32.225 -2020-11-06 23:15:00,81.36,90.863,46.201,32.225 -2020-11-06 23:30:00,75.34,88.525,46.201,32.225 -2020-11-06 23:45:00,74.67,88.12899999999999,46.201,32.225 -2020-11-07 00:00:00,72.4,75.25399999999999,42.576,32.047 -2020-11-07 00:15:00,76.3,73.567,42.576,32.047 -2020-11-07 00:30:00,76.56,74.063,42.576,32.047 -2020-11-07 00:45:00,74.82,74.486,42.576,32.047 -2020-11-07 01:00:00,70.47,76.05,39.34,32.047 -2020-11-07 01:15:00,73.1,76.13,39.34,32.047 -2020-11-07 01:30:00,72.65,75.42,39.34,32.047 -2020-11-07 01:45:00,66.71,75.745,39.34,32.047 -2020-11-07 02:00:00,66.31,77.455,37.582,32.047 -2020-11-07 02:15:00,71.52,77.346,37.582,32.047 -2020-11-07 02:30:00,68.13,77.218,37.582,32.047 -2020-11-07 02:45:00,68.12,78.291,37.582,32.047 -2020-11-07 03:00:00,64.49,80.518,36.523,32.047 -2020-11-07 03:15:00,70.44,80.949,36.523,32.047 -2020-11-07 03:30:00,71.27,80.803,36.523,32.047 -2020-11-07 03:45:00,70.23,82.641,36.523,32.047 -2020-11-07 04:00:00,62.21,91.421,36.347,32.047 -2020-11-07 04:15:00,62.81,100.102,36.347,32.047 -2020-11-07 04:30:00,63.23,98.935,36.347,32.047 -2020-11-07 04:45:00,63.56,99.926,36.347,32.047 -2020-11-07 05:00:00,64.36,118.78299999999999,36.407,32.047 -2020-11-07 05:15:00,65.17,133.07,36.407,32.047 -2020-11-07 05:30:00,64.94,128.732,36.407,32.047 -2020-11-07 05:45:00,64.25,124.027,36.407,32.047 -2020-11-07 06:00:00,70.3,138.67,38.228,32.047 -2020-11-07 06:15:00,70.95,156.255,38.228,32.047 -2020-11-07 06:30:00,68.59,150.749,38.228,32.047 -2020-11-07 06:45:00,70.43,145.471,38.228,32.047 -2020-11-07 07:00:00,75.46,143.015,41.905,32.047 -2020-11-07 07:15:00,76.33,146.082,41.905,32.047 -2020-11-07 07:30:00,78.63,148.593,41.905,32.047 -2020-11-07 07:45:00,81.45,151.06799999999998,41.905,32.047 -2020-11-07 08:00:00,83.9,153.178,46.051,32.047 -2020-11-07 08:15:00,83.65,154.811,46.051,32.047 -2020-11-07 08:30:00,84.05,154.248,46.051,32.047 -2020-11-07 08:45:00,85.96,153.055,46.051,32.047 -2020-11-07 09:00:00,87.34,150.039,46.683,32.047 -2020-11-07 09:15:00,87.81,148.872,46.683,32.047 -2020-11-07 09:30:00,86.74,148.283,46.683,32.047 -2020-11-07 09:45:00,86.17,147.033,46.683,32.047 -2020-11-07 10:00:00,86.08,143.433,44.425,32.047 -2020-11-07 10:15:00,85.25,141.98,44.425,32.047 -2020-11-07 10:30:00,85.52,139.95600000000002,44.425,32.047 -2020-11-07 10:45:00,85.84,139.55,44.425,32.047 -2020-11-07 11:00:00,86.36,135.795,42.148999999999994,32.047 -2020-11-07 11:15:00,87.42,134.597,42.148999999999994,32.047 -2020-11-07 11:30:00,87.9,135.195,42.148999999999994,32.047 -2020-11-07 11:45:00,89.42,135.241,42.148999999999994,32.047 -2020-11-07 12:00:00,86.24,131.194,39.683,32.047 -2020-11-07 12:15:00,84.54,129.049,39.683,32.047 -2020-11-07 12:30:00,83.03,129.739,39.683,32.047 -2020-11-07 12:45:00,82.28,130.041,39.683,32.047 -2020-11-07 13:00:00,80.02,129.766,37.154,32.047 -2020-11-07 13:15:00,79.68,128.201,37.154,32.047 -2020-11-07 13:30:00,78.82,127.529,37.154,32.047 -2020-11-07 13:45:00,78.57,127.15,37.154,32.047 -2020-11-07 14:00:00,77.79,126.416,36.457,32.047 -2020-11-07 14:15:00,78.58,125.419,36.457,32.047 -2020-11-07 14:30:00,78.89,124.588,36.457,32.047 -2020-11-07 14:45:00,80.87,124.78399999999999,36.457,32.047 -2020-11-07 15:00:00,80.77,124.04299999999999,38.257,32.047 -2020-11-07 15:15:00,82.29,124.734,38.257,32.047 -2020-11-07 15:30:00,83.92,124.965,38.257,32.047 -2020-11-07 15:45:00,86.04,125.09299999999999,38.257,32.047 -2020-11-07 16:00:00,87.33,126.383,41.181000000000004,32.047 -2020-11-07 16:15:00,88.36,128.577,41.181000000000004,32.047 -2020-11-07 16:30:00,90.62,128.856,41.181000000000004,32.047 -2020-11-07 16:45:00,95.89,128.364,41.181000000000004,32.047 -2020-11-07 17:00:00,101.97,130.005,46.806000000000004,32.047 -2020-11-07 17:15:00,101.76,130.86700000000002,46.806000000000004,32.047 -2020-11-07 17:30:00,104.34,130.73,46.806000000000004,32.047 -2020-11-07 17:45:00,104.83,130.05,46.806000000000004,32.047 -2020-11-07 18:00:00,105.8,133.376,52.073,32.047 -2020-11-07 18:15:00,105.2,133.58700000000002,52.073,32.047 -2020-11-07 18:30:00,103.89,133.498,52.073,32.047 -2020-11-07 18:45:00,101.96,133.372,52.073,32.047 -2020-11-07 19:00:00,100.94,135.424,53.608000000000004,32.047 -2020-11-07 19:15:00,98.9,133.929,53.608000000000004,32.047 -2020-11-07 19:30:00,97.79,133.262,53.608000000000004,32.047 -2020-11-07 19:45:00,96.56,131.755,53.608000000000004,32.047 -2020-11-07 20:00:00,91.1,128.975,50.265,32.047 -2020-11-07 20:15:00,85.93,126.74799999999999,50.265,32.047 -2020-11-07 20:30:00,85.7,125.228,50.265,32.047 -2020-11-07 20:45:00,83.77,123.581,50.265,32.047 -2020-11-07 21:00:00,79.67,120.964,45.766000000000005,32.047 -2020-11-07 21:15:00,79.69,121.325,45.766000000000005,32.047 -2020-11-07 21:30:00,78.88,121.25399999999999,45.766000000000005,32.047 -2020-11-07 21:45:00,77.61,118.55,45.766000000000005,32.047 -2020-11-07 22:00:00,75.18,114.319,45.97,32.047 -2020-11-07 22:15:00,76.21,111.5,45.97,32.047 -2020-11-07 22:30:00,73.1,108.414,45.97,32.047 -2020-11-07 22:45:00,72.11,105.071,45.97,32.047 -2020-11-07 23:00:00,68.65,101.348,40.415,32.047 -2020-11-07 23:15:00,68.16,97.39200000000001,40.415,32.047 -2020-11-07 23:30:00,64.73,94.814,40.415,32.047 -2020-11-07 23:45:00,63.74,92.92399999999999,40.415,32.047 -2020-11-08 00:00:00,56.78,76.44800000000001,36.376,32.047 -2020-11-08 00:15:00,59.59,74.069,36.376,32.047 -2020-11-08 00:30:00,59.04,74.27,36.376,32.047 -2020-11-08 00:45:00,58.74,75.078,36.376,32.047 -2020-11-08 01:00:00,56.0,76.681,32.992,32.047 -2020-11-08 01:15:00,56.15,77.38,32.992,32.047 -2020-11-08 01:30:00,53.94,76.958,32.992,32.047 -2020-11-08 01:45:00,55.96,76.921,32.992,32.047 -2020-11-08 02:00:00,53.18,78.202,32.327,32.047 -2020-11-08 02:15:00,54.85,77.861,32.327,32.047 -2020-11-08 02:30:00,53.77,78.33800000000001,32.327,32.047 -2020-11-08 02:45:00,54.28,79.574,32.327,32.047 -2020-11-08 03:00:00,54.05,82.25399999999999,31.169,32.047 -2020-11-08 03:15:00,54.15,82.494,31.169,32.047 -2020-11-08 03:30:00,54.49,82.912,31.169,32.047 -2020-11-08 03:45:00,52.1,84.354,31.169,32.047 -2020-11-08 04:00:00,54.3,92.965,30.796,32.047 -2020-11-08 04:15:00,54.34,100.863,30.796,32.047 -2020-11-08 04:30:00,55.34,100.29799999999999,30.796,32.047 -2020-11-08 04:45:00,52.7,101.26799999999999,30.796,32.047 -2020-11-08 05:00:00,55.15,118.09200000000001,30.848000000000003,32.047 -2020-11-08 05:15:00,56.75,130.61,30.848000000000003,32.047 -2020-11-08 05:30:00,56.68,125.994,30.848000000000003,32.047 -2020-11-08 05:45:00,57.37,121.301,30.848000000000003,32.047 -2020-11-08 06:00:00,58.77,134.852,31.166,32.047 -2020-11-08 06:15:00,56.79,151.719,31.166,32.047 -2020-11-08 06:30:00,59.58,145.264,31.166,32.047 -2020-11-08 06:45:00,61.46,138.931,31.166,32.047 -2020-11-08 07:00:00,63.74,138.10299999999998,33.527,32.047 -2020-11-08 07:15:00,64.26,139.97799999999998,33.527,32.047 -2020-11-08 07:30:00,66.51,142.24200000000002,33.527,32.047 -2020-11-08 07:45:00,65.6,144.219,33.527,32.047 -2020-11-08 08:00:00,71.16,147.767,36.616,32.047 -2020-11-08 08:15:00,72.66,149.776,36.616,32.047 -2020-11-08 08:30:00,73.14,150.658,36.616,32.047 -2020-11-08 08:45:00,75.05,150.73,36.616,32.047 -2020-11-08 09:00:00,75.61,147.37,37.857,32.047 -2020-11-08 09:15:00,73.91,146.389,37.857,32.047 -2020-11-08 09:30:00,74.91,145.84799999999998,37.857,32.047 -2020-11-08 09:45:00,74.9,144.869,37.857,32.047 -2020-11-08 10:00:00,75.28,143.132,36.319,32.047 -2020-11-08 10:15:00,81.36,142.055,36.319,32.047 -2020-11-08 10:30:00,83.52,140.497,36.319,32.047 -2020-11-08 10:45:00,84.81,139.138,36.319,32.047 -2020-11-08 11:00:00,89.21,135.871,37.236999999999995,32.047 -2020-11-08 11:15:00,90.66,134.592,37.236999999999995,32.047 -2020-11-08 11:30:00,90.88,134.764,37.236999999999995,32.047 -2020-11-08 11:45:00,89.95,135.306,37.236999999999995,32.047 -2020-11-08 12:00:00,87.53,131.175,34.871,32.047 -2020-11-08 12:15:00,85.32,130.161,34.871,32.047 -2020-11-08 12:30:00,83.34,129.931,34.871,32.047 -2020-11-08 12:45:00,78.63,129.341,34.871,32.047 -2020-11-08 13:00:00,69.57,128.405,29.738000000000003,32.047 -2020-11-08 13:15:00,69.16,128.797,29.738000000000003,32.047 -2020-11-08 13:30:00,66.72,127.609,29.738000000000003,32.047 -2020-11-08 13:45:00,67.62,127.12299999999999,29.738000000000003,32.047 -2020-11-08 14:00:00,66.83,126.906,27.333000000000002,32.047 -2020-11-08 14:15:00,66.82,126.916,27.333000000000002,32.047 -2020-11-08 14:30:00,67.73,126.59700000000001,27.333000000000002,32.047 -2020-11-08 14:45:00,69.57,126.15100000000001,27.333000000000002,32.047 -2020-11-08 15:00:00,71.36,124.36,28.232,32.047 -2020-11-08 15:15:00,70.85,125.339,28.232,32.047 -2020-11-08 15:30:00,72.33,125.96799999999999,28.232,32.047 -2020-11-08 15:45:00,74.18,126.693,28.232,32.047 -2020-11-08 16:00:00,77.95,128.625,32.815,32.047 -2020-11-08 16:15:00,78.12,130.292,32.815,32.047 -2020-11-08 16:30:00,81.11,131.095,32.815,32.047 -2020-11-08 16:45:00,86.31,130.768,32.815,32.047 -2020-11-08 17:00:00,91.61,132.41899999999998,43.068999999999996,32.047 -2020-11-08 17:15:00,92.71,133.623,43.068999999999996,32.047 -2020-11-08 17:30:00,94.77,133.976,43.068999999999996,32.047 -2020-11-08 17:45:00,96.36,135.0,43.068999999999996,32.047 -2020-11-08 18:00:00,97.41,138.14700000000002,50.498999999999995,32.047 -2020-11-08 18:15:00,96.11,139.069,50.498999999999995,32.047 -2020-11-08 18:30:00,96.01,137.498,50.498999999999995,32.047 -2020-11-08 18:45:00,94.28,138.656,50.498999999999995,32.047 -2020-11-08 19:00:00,92.22,141.273,53.481,32.047 -2020-11-08 19:15:00,90.52,139.755,53.481,32.047 -2020-11-08 19:30:00,89.88,138.872,53.481,32.047 -2020-11-08 19:45:00,88.47,138.131,53.481,32.047 -2020-11-08 20:00:00,86.19,135.379,51.687,32.047 -2020-11-08 20:15:00,84.49,133.74200000000002,51.687,32.047 -2020-11-08 20:30:00,83.73,133.315,51.687,32.047 -2020-11-08 20:45:00,83.27,130.233,51.687,32.047 -2020-11-08 21:00:00,79.79,125.823,47.674,32.047 -2020-11-08 21:15:00,80.23,125.645,47.674,32.047 -2020-11-08 21:30:00,79.81,125.53,47.674,32.047 -2020-11-08 21:45:00,80.44,123.037,47.674,32.047 -2020-11-08 22:00:00,78.11,118.802,48.178000000000004,32.047 -2020-11-08 22:15:00,78.45,114.829,48.178000000000004,32.047 -2020-11-08 22:30:00,76.78,109.508,48.178000000000004,32.047 -2020-11-08 22:45:00,77.39,105.12899999999999,48.178000000000004,32.047 -2020-11-08 23:00:00,74.59,99.45,42.553999999999995,32.047 -2020-11-08 23:15:00,73.28,97.175,42.553999999999995,32.047 -2020-11-08 23:30:00,72.41,94.932,42.553999999999995,32.047 -2020-11-08 23:45:00,72.06,93.675,42.553999999999995,32.047 -2020-11-09 00:00:00,68.05,80.07300000000001,37.177,32.225 -2020-11-09 00:15:00,68.1,79.87,37.177,32.225 -2020-11-09 00:30:00,68.17,79.997,37.177,32.225 -2020-11-09 00:45:00,67.31,80.294,37.177,32.225 -2020-11-09 01:00:00,65.98,82.068,35.358000000000004,32.225 -2020-11-09 01:15:00,65.25,82.456,35.358000000000004,32.225 -2020-11-09 01:30:00,64.89,82.23299999999999,35.358000000000004,32.225 -2020-11-09 01:45:00,65.37,82.22,35.358000000000004,32.225 -2020-11-09 02:00:00,63.02,83.67399999999999,35.03,32.225 -2020-11-09 02:15:00,64.11,83.83,35.03,32.225 -2020-11-09 02:30:00,64.54,84.574,35.03,32.225 -2020-11-09 02:45:00,64.76,85.359,35.03,32.225 -2020-11-09 03:00:00,64.28,89.001,34.394,32.225 -2020-11-09 03:15:00,66.01,90.586,34.394,32.225 -2020-11-09 03:30:00,66.41,91.126,34.394,32.225 -2020-11-09 03:45:00,67.37,92.016,34.394,32.225 -2020-11-09 04:00:00,69.97,104.598,34.421,32.225 -2020-11-09 04:15:00,71.09,116.309,34.421,32.225 -2020-11-09 04:30:00,71.91,116.883,34.421,32.225 -2020-11-09 04:45:00,79.32,118.117,34.421,32.225 -2020-11-09 05:00:00,82.71,147.628,39.435,32.225 -2020-11-09 05:15:00,87.16,176.90900000000002,39.435,32.225 -2020-11-09 05:30:00,87.32,171.798,39.435,32.225 -2020-11-09 05:45:00,101.72,162.31799999999998,39.435,32.225 -2020-11-09 06:00:00,110.45,160.78,55.685,32.225 -2020-11-09 06:15:00,113.86,164.645,55.685,32.225 -2020-11-09 06:30:00,115.39,164.861,55.685,32.225 -2020-11-09 06:45:00,118.64,166.217,55.685,32.225 -2020-11-09 07:00:00,122.58,167.396,66.837,32.225 -2020-11-09 07:15:00,122.82,170.988,66.837,32.225 -2020-11-09 07:30:00,126.22,172.438,66.837,32.225 -2020-11-09 07:45:00,125.54,172.898,66.837,32.225 -2020-11-09 08:00:00,127.34,172.813,72.217,32.225 -2020-11-09 08:15:00,127.18,172.938,72.217,32.225 -2020-11-09 08:30:00,126.88,170.8,72.217,32.225 -2020-11-09 08:45:00,127.51,168.736,72.217,32.225 -2020-11-09 09:00:00,128.25,164.46599999999998,66.117,32.225 -2020-11-09 09:15:00,130.74,160.498,66.117,32.225 -2020-11-09 09:30:00,135.41,158.94,66.117,32.225 -2020-11-09 09:45:00,128.44,157.295,66.117,32.225 -2020-11-09 10:00:00,121.64,155.171,62.1,32.225 -2020-11-09 10:15:00,122.64,153.78,62.1,32.225 -2020-11-09 10:30:00,121.37,151.439,62.1,32.225 -2020-11-09 10:45:00,120.12,150.023,62.1,32.225 -2020-11-09 11:00:00,119.17,145.142,60.021,32.225 -2020-11-09 11:15:00,118.05,145.196,60.021,32.225 -2020-11-09 11:30:00,120.45,146.566,60.021,32.225 -2020-11-09 11:45:00,127.24,146.98,60.021,32.225 -2020-11-09 12:00:00,123.12,143.612,56.75899999999999,32.225 -2020-11-09 12:15:00,119.35,142.637,56.75899999999999,32.225 -2020-11-09 12:30:00,119.39,142.264,56.75899999999999,32.225 -2020-11-09 12:45:00,119.84,142.754,56.75899999999999,32.225 -2020-11-09 13:00:00,116.9,142.586,56.04600000000001,32.225 -2020-11-09 13:15:00,116.79,141.71200000000002,56.04600000000001,32.225 -2020-11-09 13:30:00,113.73,140.2,56.04600000000001,32.225 -2020-11-09 13:45:00,114.61,140.019,56.04600000000001,32.225 -2020-11-09 14:00:00,115.9,139.042,55.475,32.225 -2020-11-09 14:15:00,116.58,138.798,55.475,32.225 -2020-11-09 14:30:00,120.75,138.077,55.475,32.225 -2020-11-09 14:45:00,120.18,138.275,55.475,32.225 -2020-11-09 15:00:00,123.17,137.644,57.048,32.225 -2020-11-09 15:15:00,122.33,137.42,57.048,32.225 -2020-11-09 15:30:00,124.39,137.74,57.048,32.225 -2020-11-09 15:45:00,125.72,138.004,57.048,32.225 -2020-11-09 16:00:00,126.17,140.192,59.06,32.225 -2020-11-09 16:15:00,125.85,141.375,59.06,32.225 -2020-11-09 16:30:00,127.02,141.27700000000002,59.06,32.225 -2020-11-09 16:45:00,131.92,140.181,59.06,32.225 -2020-11-09 17:00:00,136.09,141.148,65.419,32.225 -2020-11-09 17:15:00,136.48,141.859,65.419,32.225 -2020-11-09 17:30:00,137.83,141.708,65.419,32.225 -2020-11-09 17:45:00,137.56,141.585,65.419,32.225 -2020-11-09 18:00:00,135.48,144.59,69.345,32.225 -2020-11-09 18:15:00,133.71,143.328,69.345,32.225 -2020-11-09 18:30:00,132.59,141.934,69.345,32.225 -2020-11-09 18:45:00,132.3,144.716,69.345,32.225 -2020-11-09 19:00:00,127.93,146.127,73.825,32.225 -2020-11-09 19:15:00,126.34,144.3,73.825,32.225 -2020-11-09 19:30:00,123.57,143.6,73.825,32.225 -2020-11-09 19:45:00,121.6,142.05,73.825,32.225 -2020-11-09 20:00:00,115.11,137.256,64.027,32.225 -2020-11-09 20:15:00,112.04,134.487,64.027,32.225 -2020-11-09 20:30:00,108.08,132.988,64.027,32.225 -2020-11-09 20:45:00,107.81,131.05700000000002,64.027,32.225 -2020-11-09 21:00:00,107.92,126.76799999999999,57.952,32.225 -2020-11-09 21:15:00,109.06,125.969,57.952,32.225 -2020-11-09 21:30:00,106.65,125.475,57.952,32.225 -2020-11-09 21:45:00,100.41,122.554,57.952,32.225 -2020-11-09 22:00:00,92.6,115.631,53.031000000000006,32.225 -2020-11-09 22:15:00,93.12,111.51899999999999,53.031000000000006,32.225 -2020-11-09 22:30:00,95.32,98.29700000000001,53.031000000000006,32.225 -2020-11-09 22:45:00,94.64,90.72200000000001,53.031000000000006,32.225 -2020-11-09 23:00:00,90.53,85.54799999999999,45.085,32.225 -2020-11-09 23:15:00,89.52,84.38799999999999,45.085,32.225 -2020-11-09 23:30:00,88.09,83.963,45.085,32.225 -2020-11-09 23:45:00,87.29,84.242,45.085,32.225 -2020-11-10 00:00:00,79.63,79.074,42.843,32.225 -2020-11-10 00:15:00,76.93,80.104,42.843,32.225 -2020-11-10 00:30:00,82.65,79.929,42.843,32.225 -2020-11-10 00:45:00,81.56,79.919,42.843,32.225 -2020-11-10 01:00:00,80.25,81.372,41.542,32.225 -2020-11-10 01:15:00,76.77,81.541,41.542,32.225 -2020-11-10 01:30:00,79.55,81.388,41.542,32.225 -2020-11-10 01:45:00,79.66,81.351,41.542,32.225 -2020-11-10 02:00:00,78.05,82.617,40.19,32.225 -2020-11-10 02:15:00,73.84,83.189,40.19,32.225 -2020-11-10 02:30:00,77.2,83.39,40.19,32.225 -2020-11-10 02:45:00,79.47,84.315,40.19,32.225 -2020-11-10 03:00:00,79.27,86.96600000000001,39.626,32.225 -2020-11-10 03:15:00,78.58,88.43700000000001,39.626,32.225 -2020-11-10 03:30:00,80.16,89.265,39.626,32.225 -2020-11-10 03:45:00,80.07,89.79799999999999,39.626,32.225 -2020-11-10 04:00:00,78.72,101.744,40.196999999999996,32.225 -2020-11-10 04:15:00,81.21,113.26899999999999,40.196999999999996,32.225 -2020-11-10 04:30:00,83.65,113.595,40.196999999999996,32.225 -2020-11-10 04:45:00,86.52,115.79,40.196999999999996,32.225 -2020-11-10 05:00:00,87.82,149.101,43.378,32.225 -2020-11-10 05:15:00,90.74,178.55599999999998,43.378,32.225 -2020-11-10 05:30:00,99.8,172.574,43.378,32.225 -2020-11-10 05:45:00,101.83,162.769,43.378,32.225 -2020-11-10 06:00:00,103.85,160.92600000000002,55.691,32.225 -2020-11-10 06:15:00,109.52,165.903,55.691,32.225 -2020-11-10 06:30:00,115.89,165.612,55.691,32.225 -2020-11-10 06:45:00,121.67,166.38299999999998,55.691,32.225 -2020-11-10 07:00:00,125.99,167.50599999999997,65.567,32.225 -2020-11-10 07:15:00,125.23,170.90400000000002,65.567,32.225 -2020-11-10 07:30:00,125.48,172.033,65.567,32.225 -2020-11-10 07:45:00,127.15,172.24599999999998,65.567,32.225 -2020-11-10 08:00:00,130.42,172.225,73.001,32.225 -2020-11-10 08:15:00,129.33,171.486,73.001,32.225 -2020-11-10 08:30:00,128.62,169.31900000000002,73.001,32.225 -2020-11-10 08:45:00,130.72,166.703,73.001,32.225 -2020-11-10 09:00:00,130.86,161.987,67.08800000000001,32.225 -2020-11-10 09:15:00,133.46,159.045,67.08800000000001,32.225 -2020-11-10 09:30:00,134.07,158.188,67.08800000000001,32.225 -2020-11-10 09:45:00,134.92,156.86,67.08800000000001,32.225 -2020-11-10 10:00:00,138.69,153.835,62.803000000000004,32.225 -2020-11-10 10:15:00,136.4,151.625,62.803000000000004,32.225 -2020-11-10 10:30:00,138.3,149.394,62.803000000000004,32.225 -2020-11-10 10:45:00,138.45,148.505,62.803000000000004,32.225 -2020-11-10 11:00:00,138.8,144.653,60.155,32.225 -2020-11-10 11:15:00,140.26,144.589,60.155,32.225 -2020-11-10 11:30:00,138.98,144.757,60.155,32.225 -2020-11-10 11:45:00,138.44,145.502,60.155,32.225 -2020-11-10 12:00:00,136.24,141.084,56.845,32.225 -2020-11-10 12:15:00,132.78,139.921,56.845,32.225 -2020-11-10 12:30:00,132.82,140.374,56.845,32.225 -2020-11-10 12:45:00,133.55,140.88,56.845,32.225 -2020-11-10 13:00:00,133.51,140.255,56.163000000000004,32.225 -2020-11-10 13:15:00,133.18,139.71,56.163000000000004,32.225 -2020-11-10 13:30:00,132.48,139.026,56.163000000000004,32.225 -2020-11-10 13:45:00,135.29,138.667,56.163000000000004,32.225 -2020-11-10 14:00:00,132.64,137.986,55.934,32.225 -2020-11-10 14:15:00,133.0,137.806,55.934,32.225 -2020-11-10 14:30:00,130.66,137.678,55.934,32.225 -2020-11-10 14:45:00,129.66,137.57,55.934,32.225 -2020-11-10 15:00:00,129.09,136.569,57.43899999999999,32.225 -2020-11-10 15:15:00,128.92,136.889,57.43899999999999,32.225 -2020-11-10 15:30:00,125.2,137.341,57.43899999999999,32.225 -2020-11-10 15:45:00,127.27,137.435,57.43899999999999,32.225 -2020-11-10 16:00:00,129.73,139.649,59.968999999999994,32.225 -2020-11-10 16:15:00,128.3,141.219,59.968999999999994,32.225 -2020-11-10 16:30:00,129.86,141.44799999999998,59.968999999999994,32.225 -2020-11-10 16:45:00,133.6,140.843,59.968999999999994,32.225 -2020-11-10 17:00:00,138.8,142.224,67.428,32.225 -2020-11-10 17:15:00,136.91,143.123,67.428,32.225 -2020-11-10 17:30:00,136.54,143.278,67.428,32.225 -2020-11-10 17:45:00,137.56,142.963,67.428,32.225 -2020-11-10 18:00:00,136.51,145.55,71.533,32.225 -2020-11-10 18:15:00,134.26,144.453,71.533,32.225 -2020-11-10 18:30:00,133.81,142.766,71.533,32.225 -2020-11-10 18:45:00,133.71,146.015,71.533,32.225 -2020-11-10 19:00:00,131.4,147.056,73.32300000000001,32.225 -2020-11-10 19:15:00,128.61,145.097,73.32300000000001,32.225 -2020-11-10 19:30:00,126.59,143.855,73.32300000000001,32.225 -2020-11-10 19:45:00,125.18,142.424,73.32300000000001,32.225 -2020-11-10 20:00:00,121.52,137.89600000000002,64.166,32.225 -2020-11-10 20:15:00,115.1,134.157,64.166,32.225 -2020-11-10 20:30:00,113.81,133.317,64.166,32.225 -2020-11-10 20:45:00,112.32,131.153,64.166,32.225 -2020-11-10 21:00:00,107.06,126.714,57.891999999999996,32.225 -2020-11-10 21:15:00,105.3,125.95200000000001,57.891999999999996,32.225 -2020-11-10 21:30:00,102.67,125.04799999999999,57.891999999999996,32.225 -2020-11-10 21:45:00,101.94,122.339,57.891999999999996,32.225 -2020-11-10 22:00:00,98.35,116.615,53.242,32.225 -2020-11-10 22:15:00,100.16,112.191,53.242,32.225 -2020-11-10 22:30:00,98.28,99.18,53.242,32.225 -2020-11-10 22:45:00,96.68,91.795,53.242,32.225 -2020-11-10 23:00:00,88.01,86.35799999999999,46.665,32.225 -2020-11-10 23:15:00,84.04,85.154,46.665,32.225 -2020-11-10 23:30:00,84.59,84.492,46.665,32.225 -2020-11-10 23:45:00,81.05,84.535,46.665,32.225 -2020-11-11 00:00:00,83.4,79.433,43.16,32.225 -2020-11-11 00:15:00,83.26,80.444,43.16,32.225 -2020-11-11 00:30:00,84.67,80.27,43.16,32.225 -2020-11-11 00:45:00,81.96,80.248,43.16,32.225 -2020-11-11 01:00:00,78.35,81.723,40.972,32.225 -2020-11-11 01:15:00,81.15,81.906,40.972,32.225 -2020-11-11 01:30:00,81.08,81.768,40.972,32.225 -2020-11-11 01:45:00,81.16,81.72399999999999,40.972,32.225 -2020-11-11 02:00:00,78.61,83.00299999999999,39.749,32.225 -2020-11-11 02:15:00,80.73,83.584,39.749,32.225 -2020-11-11 02:30:00,81.45,83.777,39.749,32.225 -2020-11-11 02:45:00,79.88,84.698,39.749,32.225 -2020-11-11 03:00:00,77.2,87.337,39.422,32.225 -2020-11-11 03:15:00,82.68,88.831,39.422,32.225 -2020-11-11 03:30:00,82.22,89.661,39.422,32.225 -2020-11-11 03:45:00,83.11,90.179,39.422,32.225 -2020-11-11 04:00:00,83.29,102.134,40.505,32.225 -2020-11-11 04:15:00,85.37,113.684,40.505,32.225 -2020-11-11 04:30:00,86.75,114.00299999999999,40.505,32.225 -2020-11-11 04:45:00,86.34,116.20700000000001,40.505,32.225 -2020-11-11 05:00:00,93.0,149.563,43.397,32.225 -2020-11-11 05:15:00,96.5,179.05900000000003,43.397,32.225 -2020-11-11 05:30:00,96.82,173.071,43.397,32.225 -2020-11-11 05:45:00,95.16,163.246,43.397,32.225 -2020-11-11 06:00:00,104.31,161.401,55.218,32.225 -2020-11-11 06:15:00,112.72,166.389,55.218,32.225 -2020-11-11 06:30:00,122.08,166.125,55.218,32.225 -2020-11-11 06:45:00,124.33,166.916,55.218,32.225 -2020-11-11 07:00:00,126.72,168.04,67.39,32.225 -2020-11-11 07:15:00,123.92,171.447,67.39,32.225 -2020-11-11 07:30:00,127.19,172.601,67.39,32.225 -2020-11-11 07:45:00,125.8,172.813,67.39,32.225 -2020-11-11 08:00:00,126.17,172.80700000000002,74.345,32.225 -2020-11-11 08:15:00,124.97,172.047,74.345,32.225 -2020-11-11 08:30:00,126.2,169.903,74.345,32.225 -2020-11-11 08:45:00,125.23,167.25900000000001,74.345,32.225 -2020-11-11 09:00:00,124.4,162.53,69.336,32.225 -2020-11-11 09:15:00,125.54,159.589,69.336,32.225 -2020-11-11 09:30:00,123.59,158.725,69.336,32.225 -2020-11-11 09:45:00,121.93,157.375,69.336,32.225 -2020-11-11 10:00:00,121.82,154.341,64.291,32.225 -2020-11-11 10:15:00,120.73,152.095,64.291,32.225 -2020-11-11 10:30:00,118.92,149.842,64.291,32.225 -2020-11-11 10:45:00,121.37,148.938,64.291,32.225 -2020-11-11 11:00:00,120.95,145.084,62.20399999999999,32.225 -2020-11-11 11:15:00,122.46,145.001,62.20399999999999,32.225 -2020-11-11 11:30:00,121.56,145.16899999999998,62.20399999999999,32.225 -2020-11-11 11:45:00,121.47,145.9,62.20399999999999,32.225 -2020-11-11 12:00:00,120.37,141.465,59.042,32.225 -2020-11-11 12:15:00,119.79,140.303,59.042,32.225 -2020-11-11 12:30:00,119.63,140.78799999999998,59.042,32.225 -2020-11-11 12:45:00,121.96,141.296,59.042,32.225 -2020-11-11 13:00:00,120.59,140.635,57.907,32.225 -2020-11-11 13:15:00,122.95,140.09799999999998,57.907,32.225 -2020-11-11 13:30:00,118.81,139.411,57.907,32.225 -2020-11-11 13:45:00,117.0,139.046,57.907,32.225 -2020-11-11 14:00:00,116.01,138.31799999999998,58.358000000000004,32.225 -2020-11-11 14:15:00,115.36,138.151,58.358000000000004,32.225 -2020-11-11 14:30:00,116.38,138.061,58.358000000000004,32.225 -2020-11-11 14:45:00,119.55,137.955,58.358000000000004,32.225 -2020-11-11 15:00:00,123.96,136.944,59.348,32.225 -2020-11-11 15:15:00,123.92,137.278,59.348,32.225 -2020-11-11 15:30:00,125.52,137.766,59.348,32.225 -2020-11-11 15:45:00,123.32,137.872,59.348,32.225 -2020-11-11 16:00:00,125.75,140.063,61.413999999999994,32.225 -2020-11-11 16:15:00,126.76,141.656,61.413999999999994,32.225 -2020-11-11 16:30:00,128.31,141.88299999999998,61.413999999999994,32.225 -2020-11-11 16:45:00,133.13,141.327,61.413999999999994,32.225 -2020-11-11 17:00:00,138.86,142.668,67.107,32.225 -2020-11-11 17:15:00,136.54,143.589,67.107,32.225 -2020-11-11 17:30:00,137.81,143.75,67.107,32.225 -2020-11-11 17:45:00,137.09,143.44899999999998,67.107,32.225 -2020-11-11 18:00:00,136.75,146.037,71.92,32.225 -2020-11-11 18:15:00,134.87,144.91,71.92,32.225 -2020-11-11 18:30:00,134.79,143.232,71.92,32.225 -2020-11-11 18:45:00,135.01,146.47899999999998,71.92,32.225 -2020-11-11 19:00:00,130.77,147.524,75.09,32.225 -2020-11-11 19:15:00,128.61,145.55700000000002,75.09,32.225 -2020-11-11 19:30:00,126.23,144.30100000000002,75.09,32.225 -2020-11-11 19:45:00,129.72,142.842,75.09,32.225 -2020-11-11 20:00:00,120.35,138.33,65.977,32.225 -2020-11-11 20:15:00,114.91,134.583,65.977,32.225 -2020-11-11 20:30:00,111.86,133.71200000000002,65.977,32.225 -2020-11-11 20:45:00,111.47,131.542,65.977,32.225 -2020-11-11 21:00:00,106.24,127.095,58.798,32.225 -2020-11-11 21:15:00,111.59,126.32,58.798,32.225 -2020-11-11 21:30:00,109.24,125.426,58.798,32.225 -2020-11-11 21:45:00,110.46,122.704,58.798,32.225 -2020-11-11 22:00:00,100.23,116.978,54.486000000000004,32.225 -2020-11-11 22:15:00,95.43,112.539,54.486000000000004,32.225 -2020-11-11 22:30:00,93.35,99.57,54.486000000000004,32.225 -2020-11-11 22:45:00,97.79,92.194,54.486000000000004,32.225 -2020-11-11 23:00:00,94.38,86.758,47.783,32.225 -2020-11-11 23:15:00,93.93,85.53,47.783,32.225 -2020-11-11 23:30:00,85.88,84.87299999999999,47.783,32.225 -2020-11-11 23:45:00,84.95,84.90299999999999,47.783,32.225 -2020-11-12 00:00:00,85.17,79.789,43.88,32.225 -2020-11-12 00:15:00,87.34,80.78,43.88,32.225 -2020-11-12 00:30:00,85.98,80.609,43.88,32.225 -2020-11-12 00:45:00,80.22,80.575,43.88,32.225 -2020-11-12 01:00:00,83.59,82.071,42.242,32.225 -2020-11-12 01:15:00,84.86,82.26899999999999,42.242,32.225 -2020-11-12 01:30:00,83.06,82.146,42.242,32.225 -2020-11-12 01:45:00,81.74,82.094,42.242,32.225 -2020-11-12 02:00:00,83.52,83.387,40.918,32.225 -2020-11-12 02:15:00,83.31,83.976,40.918,32.225 -2020-11-12 02:30:00,78.25,84.161,40.918,32.225 -2020-11-12 02:45:00,78.19,85.07700000000001,40.918,32.225 -2020-11-12 03:00:00,75.8,87.70299999999999,40.411,32.225 -2020-11-12 03:15:00,78.38,89.221,40.411,32.225 -2020-11-12 03:30:00,82.84,90.053,40.411,32.225 -2020-11-12 03:45:00,85.06,90.555,40.411,32.225 -2020-11-12 04:00:00,83.04,102.51899999999999,41.246,32.225 -2020-11-12 04:15:00,79.36,114.094,41.246,32.225 -2020-11-12 04:30:00,80.43,114.40899999999999,41.246,32.225 -2020-11-12 04:45:00,81.3,116.619,41.246,32.225 -2020-11-12 05:00:00,85.8,150.023,44.533,32.225 -2020-11-12 05:15:00,88.26,179.558,44.533,32.225 -2020-11-12 05:30:00,92.04,173.56400000000002,44.533,32.225 -2020-11-12 05:45:00,97.64,163.719,44.533,32.225 -2020-11-12 06:00:00,113.62,161.872,55.005,32.225 -2020-11-12 06:15:00,116.6,166.87,55.005,32.225 -2020-11-12 06:30:00,120.04,166.635,55.005,32.225 -2020-11-12 06:45:00,120.88,167.44400000000002,55.005,32.225 -2020-11-12 07:00:00,127.95,168.56900000000002,64.597,32.225 -2020-11-12 07:15:00,124.59,171.987,64.597,32.225 -2020-11-12 07:30:00,125.29,173.16299999999998,64.597,32.225 -2020-11-12 07:45:00,127.13,173.375,64.597,32.225 -2020-11-12 08:00:00,129.63,173.38099999999997,71.71600000000001,32.225 -2020-11-12 08:15:00,127.3,172.602,71.71600000000001,32.225 -2020-11-12 08:30:00,127.82,170.482,71.71600000000001,32.225 -2020-11-12 08:45:00,127.07,167.80900000000003,71.71600000000001,32.225 -2020-11-12 09:00:00,123.74,163.067,66.51899999999999,32.225 -2020-11-12 09:15:00,124.7,160.127,66.51899999999999,32.225 -2020-11-12 09:30:00,127.83,159.257,66.51899999999999,32.225 -2020-11-12 09:45:00,129.16,157.885,66.51899999999999,32.225 -2020-11-12 10:00:00,129.07,154.842,63.04,32.225 -2020-11-12 10:15:00,128.54,152.56,63.04,32.225 -2020-11-12 10:30:00,127.42,150.284,63.04,32.225 -2020-11-12 10:45:00,124.95,149.365,63.04,32.225 -2020-11-12 11:00:00,124.62,145.50799999999998,60.998000000000005,32.225 -2020-11-12 11:15:00,124.2,145.406,60.998000000000005,32.225 -2020-11-12 11:30:00,123.72,145.57399999999998,60.998000000000005,32.225 -2020-11-12 11:45:00,125.51,146.29399999999998,60.998000000000005,32.225 -2020-11-12 12:00:00,126.91,141.84,58.27,32.225 -2020-11-12 12:15:00,122.96,140.68,58.27,32.225 -2020-11-12 12:30:00,121.82,141.197,58.27,32.225 -2020-11-12 12:45:00,116.29,141.707,58.27,32.225 -2020-11-12 13:00:00,117.07,141.012,57.196000000000005,32.225 -2020-11-12 13:15:00,119.85,140.481,57.196000000000005,32.225 -2020-11-12 13:30:00,119.33,139.791,57.196000000000005,32.225 -2020-11-12 13:45:00,120.26,139.41899999999998,57.196000000000005,32.225 -2020-11-12 14:00:00,118.83,138.64600000000002,57.38399999999999,32.225 -2020-11-12 14:15:00,120.08,138.493,57.38399999999999,32.225 -2020-11-12 14:30:00,121.28,138.439,57.38399999999999,32.225 -2020-11-12 14:45:00,124.13,138.335,57.38399999999999,32.225 -2020-11-12 15:00:00,125.14,137.315,58.647,32.225 -2020-11-12 15:15:00,123.4,137.661,58.647,32.225 -2020-11-12 15:30:00,122.12,138.186,58.647,32.225 -2020-11-12 15:45:00,123.51,138.30200000000002,58.647,32.225 -2020-11-12 16:00:00,126.72,140.471,60.083999999999996,32.225 -2020-11-12 16:15:00,125.87,142.08700000000002,60.083999999999996,32.225 -2020-11-12 16:30:00,129.87,142.313,60.083999999999996,32.225 -2020-11-12 16:45:00,133.87,141.805,60.083999999999996,32.225 -2020-11-12 17:00:00,137.7,143.105,65.85600000000001,32.225 -2020-11-12 17:15:00,137.13,144.049,65.85600000000001,32.225 -2020-11-12 17:30:00,139.61,144.218,65.85600000000001,32.225 -2020-11-12 17:45:00,138.78,143.93,65.85600000000001,32.225 -2020-11-12 18:00:00,137.47,146.519,69.855,32.225 -2020-11-12 18:15:00,136.57,145.361,69.855,32.225 -2020-11-12 18:30:00,135.22,143.692,69.855,32.225 -2020-11-12 18:45:00,135.89,146.94,69.855,32.225 -2020-11-12 19:00:00,131.65,147.986,74.015,32.225 -2020-11-12 19:15:00,131.85,146.012,74.015,32.225 -2020-11-12 19:30:00,129.37,144.74200000000002,74.015,32.225 -2020-11-12 19:45:00,126.94,143.257,74.015,32.225 -2020-11-12 20:00:00,119.74,138.762,65.316,32.225 -2020-11-12 20:15:00,117.13,135.005,65.316,32.225 -2020-11-12 20:30:00,115.09,134.105,65.316,32.225 -2020-11-12 20:45:00,111.94,131.92600000000002,65.316,32.225 -2020-11-12 21:00:00,107.77,127.473,58.403999999999996,32.225 -2020-11-12 21:15:00,113.2,126.684,58.403999999999996,32.225 -2020-11-12 21:30:00,112.61,125.8,58.403999999999996,32.225 -2020-11-12 21:45:00,110.3,123.066,58.403999999999996,32.225 -2020-11-12 22:00:00,100.12,117.338,54.092,32.225 -2020-11-12 22:15:00,96.26,112.885,54.092,32.225 -2020-11-12 22:30:00,99.58,99.958,54.092,32.225 -2020-11-12 22:45:00,99.58,92.59,54.092,32.225 -2020-11-12 23:00:00,93.92,87.156,48.18600000000001,32.225 -2020-11-12 23:15:00,90.66,85.905,48.18600000000001,32.225 -2020-11-12 23:30:00,82.77,85.25,48.18600000000001,32.225 -2020-11-12 23:45:00,93.39,85.26700000000001,48.18600000000001,32.225 -2020-11-13 00:00:00,88.54,78.727,45.18899999999999,32.225 -2020-11-13 00:15:00,87.54,79.914,45.18899999999999,32.225 -2020-11-13 00:30:00,83.28,79.76899999999999,45.18899999999999,32.225 -2020-11-13 00:45:00,75.68,79.967,45.18899999999999,32.225 -2020-11-13 01:00:00,83.0,81.128,43.256,32.225 -2020-11-13 01:15:00,83.41,81.67699999999999,43.256,32.225 -2020-11-13 01:30:00,80.05,81.719,43.256,32.225 -2020-11-13 01:45:00,78.52,81.625,43.256,32.225 -2020-11-13 02:00:00,74.26,83.368,42.312,32.225 -2020-11-13 02:15:00,81.05,83.87,42.312,32.225 -2020-11-13 02:30:00,84.7,84.721,42.312,32.225 -2020-11-13 02:45:00,85.03,85.37799999999999,42.312,32.225 -2020-11-13 03:00:00,79.15,87.684,41.833,32.225 -2020-11-13 03:15:00,80.84,89.316,41.833,32.225 -2020-11-13 03:30:00,82.96,90.04,41.833,32.225 -2020-11-13 03:45:00,87.43,91.09899999999999,41.833,32.225 -2020-11-13 04:00:00,85.9,103.27,42.732,32.225 -2020-11-13 04:15:00,84.02,114.059,42.732,32.225 -2020-11-13 04:30:00,88.32,114.913,42.732,32.225 -2020-11-13 04:45:00,91.69,116.14200000000001,42.732,32.225 -2020-11-13 05:00:00,90.57,148.593,46.254,32.225 -2020-11-13 05:15:00,89.24,179.515,46.254,32.225 -2020-11-13 05:30:00,100.06,174.269,46.254,32.225 -2020-11-13 05:45:00,105.63,164.176,46.254,32.225 -2020-11-13 06:00:00,111.79,162.717,56.76,32.225 -2020-11-13 06:15:00,111.89,166.858,56.76,32.225 -2020-11-13 06:30:00,118.4,166.08,56.76,32.225 -2020-11-13 06:45:00,122.39,167.889,56.76,32.225 -2020-11-13 07:00:00,129.36,168.747,66.029,32.225 -2020-11-13 07:15:00,127.21,173.19799999999998,66.029,32.225 -2020-11-13 07:30:00,127.28,173.50900000000001,66.029,32.225 -2020-11-13 07:45:00,128.94,173.06,66.029,32.225 -2020-11-13 08:00:00,131.25,172.65400000000002,73.128,32.225 -2020-11-13 08:15:00,129.89,171.84900000000002,73.128,32.225 -2020-11-13 08:30:00,128.17,170.36700000000002,73.128,32.225 -2020-11-13 08:45:00,128.29,166.558,73.128,32.225 -2020-11-13 09:00:00,123.97,161.243,68.23100000000001,32.225 -2020-11-13 09:15:00,128.09,159.393,68.23100000000001,32.225 -2020-11-13 09:30:00,127.96,157.974,68.23100000000001,32.225 -2020-11-13 09:45:00,126.9,156.645,68.23100000000001,32.225 -2020-11-13 10:00:00,123.72,152.725,64.733,32.225 -2020-11-13 10:15:00,124.12,150.817,64.733,32.225 -2020-11-13 10:30:00,121.64,148.661,64.733,32.225 -2020-11-13 10:45:00,122.3,147.386,64.733,32.225 -2020-11-13 11:00:00,119.98,143.577,62.0,32.225 -2020-11-13 11:15:00,121.51,142.455,62.0,32.225 -2020-11-13 11:30:00,120.54,143.74,62.0,32.225 -2020-11-13 11:45:00,120.13,144.156,62.0,32.225 -2020-11-13 12:00:00,119.43,140.618,57.876999999999995,32.225 -2020-11-13 12:15:00,119.97,137.744,57.876999999999995,32.225 -2020-11-13 12:30:00,120.64,138.444,57.876999999999995,32.225 -2020-11-13 12:45:00,119.97,139.069,57.876999999999995,32.225 -2020-11-13 13:00:00,117.26,139.217,55.585,32.225 -2020-11-13 13:15:00,116.98,139.343,55.585,32.225 -2020-11-13 13:30:00,114.0,138.91899999999998,55.585,32.225 -2020-11-13 13:45:00,115.51,138.592,55.585,32.225 -2020-11-13 14:00:00,113.7,136.691,54.5,32.225 -2020-11-13 14:15:00,116.76,136.561,54.5,32.225 -2020-11-13 14:30:00,115.06,137.4,54.5,32.225 -2020-11-13 14:45:00,117.33,137.297,54.5,32.225 -2020-11-13 15:00:00,118.57,135.893,55.131,32.225 -2020-11-13 15:15:00,121.83,135.856,55.131,32.225 -2020-11-13 15:30:00,118.63,135.135,55.131,32.225 -2020-11-13 15:45:00,120.04,135.612,55.131,32.225 -2020-11-13 16:00:00,123.01,136.678,56.8,32.225 -2020-11-13 16:15:00,123.05,138.69,56.8,32.225 -2020-11-13 16:30:00,127.02,138.92,56.8,32.225 -2020-11-13 16:45:00,132.91,138.112,56.8,32.225 -2020-11-13 17:00:00,136.31,140.149,63.428999999999995,32.225 -2020-11-13 17:15:00,134.14,140.769,63.428999999999995,32.225 -2020-11-13 17:30:00,135.6,140.783,63.428999999999995,32.225 -2020-11-13 17:45:00,136.85,140.28799999999998,63.428999999999995,32.225 -2020-11-13 18:00:00,132.99,143.393,67.915,32.225 -2020-11-13 18:15:00,132.55,141.596,67.915,32.225 -2020-11-13 18:30:00,131.85,140.16899999999998,67.915,32.225 -2020-11-13 18:45:00,131.77,143.563,67.915,32.225 -2020-11-13 19:00:00,127.72,145.562,69.428,32.225 -2020-11-13 19:15:00,126.33,144.722,69.428,32.225 -2020-11-13 19:30:00,123.37,143.181,69.428,32.225 -2020-11-13 19:45:00,122.12,140.983,69.428,32.225 -2020-11-13 20:00:00,116.08,136.49200000000002,60.56100000000001,32.225 -2020-11-13 20:15:00,112.51,133.029,60.56100000000001,32.225 -2020-11-13 20:30:00,109.7,131.888,60.56100000000001,32.225 -2020-11-13 20:45:00,109.08,129.773,60.56100000000001,32.225 -2020-11-13 21:00:00,102.38,126.15,55.18600000000001,32.225 -2020-11-13 21:15:00,102.35,126.273,55.18600000000001,32.225 -2020-11-13 21:30:00,103.54,125.37200000000001,55.18600000000001,32.225 -2020-11-13 21:45:00,102.4,123.066,55.18600000000001,32.225 -2020-11-13 22:00:00,94.88,117.936,51.433,32.225 -2020-11-13 22:15:00,90.57,113.288,51.433,32.225 -2020-11-13 22:30:00,83.68,106.458,51.433,32.225 -2020-11-13 22:45:00,88.07,101.781,51.433,32.225 -2020-11-13 23:00:00,87.2,96.691,46.201,32.225 -2020-11-13 23:15:00,86.93,93.52,46.201,32.225 -2020-11-13 23:30:00,81.06,91.205,46.201,32.225 -2020-11-13 23:45:00,75.58,90.72,46.201,32.225 -2020-11-14 00:00:00,73.58,77.764,42.576,32.047 -2020-11-14 00:15:00,74.26,75.94,42.576,32.047 -2020-11-14 00:30:00,76.41,76.453,42.576,32.047 -2020-11-14 00:45:00,75.17,76.795,42.576,32.047 -2020-11-14 01:00:00,67.85,78.506,39.34,32.047 -2020-11-14 01:15:00,73.52,78.689,39.34,32.047 -2020-11-14 01:30:00,72.25,78.084,39.34,32.047 -2020-11-14 01:45:00,73.31,78.359,39.34,32.047 -2020-11-14 02:00:00,65.19,80.163,37.582,32.047 -2020-11-14 02:15:00,71.47,80.111,37.582,32.047 -2020-11-14 02:30:00,72.68,79.926,37.582,32.047 -2020-11-14 02:45:00,72.1,80.97,37.582,32.047 -2020-11-14 03:00:00,65.86,83.103,36.523,32.047 -2020-11-14 03:15:00,72.14,83.70299999999999,36.523,32.047 -2020-11-14 03:30:00,71.64,83.572,36.523,32.047 -2020-11-14 03:45:00,67.64,85.304,36.523,32.047 -2020-11-14 04:00:00,64.63,94.146,36.347,32.047 -2020-11-14 04:15:00,66.11,103.001,36.347,32.047 -2020-11-14 04:30:00,66.46,101.794,36.347,32.047 -2020-11-14 04:45:00,67.22,102.839,36.347,32.047 -2020-11-14 05:00:00,66.75,122.023,36.407,32.047 -2020-11-14 05:15:00,66.43,136.593,36.407,32.047 -2020-11-14 05:30:00,66.52,132.209,36.407,32.047 -2020-11-14 05:45:00,69.84,127.36399999999999,36.407,32.047 -2020-11-14 06:00:00,68.77,141.99200000000002,38.228,32.047 -2020-11-14 06:15:00,71.68,159.651,38.228,32.047 -2020-11-14 06:30:00,74.01,154.347,38.228,32.047 -2020-11-14 06:45:00,75.87,149.19799999999998,38.228,32.047 -2020-11-14 07:00:00,77.55,146.75,41.905,32.047 -2020-11-14 07:15:00,78.66,149.886,41.905,32.047 -2020-11-14 07:30:00,84.59,152.562,41.905,32.047 -2020-11-14 07:45:00,85.21,155.03799999999998,41.905,32.047 -2020-11-14 08:00:00,88.67,157.241,46.051,32.047 -2020-11-14 08:15:00,88.43,158.736,46.051,32.047 -2020-11-14 08:30:00,88.2,158.338,46.051,32.047 -2020-11-14 08:45:00,89.95,156.94899999999998,46.051,32.047 -2020-11-14 09:00:00,90.45,153.843,46.683,32.047 -2020-11-14 09:15:00,92.7,152.679,46.683,32.047 -2020-11-14 09:30:00,89.36,152.045,46.683,32.047 -2020-11-14 09:45:00,91.08,150.639,46.683,32.047 -2020-11-14 10:00:00,92.47,146.975,44.425,32.047 -2020-11-14 10:15:00,89.41,145.27,44.425,32.047 -2020-11-14 10:30:00,89.74,143.088,44.425,32.047 -2020-11-14 10:45:00,89.93,142.576,44.425,32.047 -2020-11-14 11:00:00,88.64,138.803,42.148999999999994,32.047 -2020-11-14 11:15:00,89.78,137.474,42.148999999999994,32.047 -2020-11-14 11:30:00,87.93,138.07,42.148999999999994,32.047 -2020-11-14 11:45:00,90.55,138.03,42.148999999999994,32.047 -2020-11-14 12:00:00,88.09,133.856,39.683,32.047 -2020-11-14 12:15:00,84.91,131.719,39.683,32.047 -2020-11-14 12:30:00,85.92,132.635,39.683,32.047 -2020-11-14 12:45:00,81.63,132.94799999999998,39.683,32.047 -2020-11-14 13:00:00,83.08,132.429,37.154,32.047 -2020-11-14 13:15:00,79.91,130.911,37.154,32.047 -2020-11-14 13:30:00,78.46,130.222,37.154,32.047 -2020-11-14 13:45:00,81.0,129.796,37.154,32.047 -2020-11-14 14:00:00,78.11,128.738,36.457,32.047 -2020-11-14 14:15:00,80.05,127.838,36.457,32.047 -2020-11-14 14:30:00,79.25,127.26700000000001,36.457,32.047 -2020-11-14 14:45:00,81.47,127.476,36.457,32.047 -2020-11-14 15:00:00,82.81,126.669,38.257,32.047 -2020-11-14 15:15:00,83.68,127.45100000000001,38.257,32.047 -2020-11-14 15:30:00,86.67,127.93799999999999,38.257,32.047 -2020-11-14 15:45:00,89.46,128.145,38.257,32.047 -2020-11-14 16:00:00,93.0,129.27100000000002,41.181000000000004,32.047 -2020-11-14 16:15:00,94.17,131.631,41.181000000000004,32.047 -2020-11-14 16:30:00,97.49,131.899,41.181000000000004,32.047 -2020-11-14 16:45:00,98.74,131.75,41.181000000000004,32.047 -2020-11-14 17:00:00,103.86,133.11,46.806000000000004,32.047 -2020-11-14 17:15:00,102.08,134.124,46.806000000000004,32.047 -2020-11-14 17:30:00,106.38,134.031,46.806000000000004,32.047 -2020-11-14 17:45:00,104.65,133.447,46.806000000000004,32.047 -2020-11-14 18:00:00,105.57,136.77700000000002,52.073,32.047 -2020-11-14 18:15:00,107.67,136.77700000000002,52.073,32.047 -2020-11-14 18:30:00,107.18,136.754,52.073,32.047 -2020-11-14 18:45:00,104.68,136.619,52.073,32.047 -2020-11-14 19:00:00,106.23,138.694,53.608000000000004,32.047 -2020-11-14 19:15:00,102.11,137.142,53.608000000000004,32.047 -2020-11-14 19:30:00,101.48,136.377,53.608000000000004,32.047 -2020-11-14 19:45:00,102.58,134.679,53.608000000000004,32.047 -2020-11-14 20:00:00,93.26,132.019,50.265,32.047 -2020-11-14 20:15:00,91.95,129.72899999999998,50.265,32.047 -2020-11-14 20:30:00,89.67,127.99700000000001,50.265,32.047 -2020-11-14 20:45:00,87.38,126.29799999999999,50.265,32.047 -2020-11-14 21:00:00,82.46,123.631,45.766000000000005,32.047 -2020-11-14 21:15:00,82.49,123.90100000000001,45.766000000000005,32.047 -2020-11-14 21:30:00,81.16,123.895,45.766000000000005,32.047 -2020-11-14 21:45:00,81.79,121.103,45.766000000000005,32.047 -2020-11-14 22:00:00,76.57,116.85799999999999,45.97,32.047 -2020-11-14 22:15:00,78.47,113.943,45.97,32.047 -2020-11-14 22:30:00,73.69,111.147,45.97,32.047 -2020-11-14 22:45:00,74.23,107.86,45.97,32.047 -2020-11-14 23:00:00,71.23,104.15299999999999,40.415,32.047 -2020-11-14 23:15:00,73.31,100.02799999999999,40.415,32.047 -2020-11-14 23:30:00,67.49,97.47399999999999,40.415,32.047 -2020-11-14 23:45:00,69.47,95.495,40.415,32.047 -2020-11-15 00:00:00,64.33,78.939,36.376,32.047 -2020-11-15 00:15:00,64.14,76.423,36.376,32.047 -2020-11-15 00:30:00,62.75,76.64,36.376,32.047 -2020-11-15 00:45:00,61.39,77.367,36.376,32.047 -2020-11-15 01:00:00,59.62,79.115,32.992,32.047 -2020-11-15 01:15:00,59.48,79.914,32.992,32.047 -2020-11-15 01:30:00,59.29,79.596,32.992,32.047 -2020-11-15 01:45:00,58.73,79.51,32.992,32.047 -2020-11-15 02:00:00,57.48,80.884,32.327,32.047 -2020-11-15 02:15:00,58.06,80.6,32.327,32.047 -2020-11-15 02:30:00,56.99,81.02,32.327,32.047 -2020-11-15 02:45:00,57.41,82.229,32.327,32.047 -2020-11-15 03:00:00,56.71,84.815,31.169,32.047 -2020-11-15 03:15:00,58.22,85.223,31.169,32.047 -2020-11-15 03:30:00,57.82,85.655,31.169,32.047 -2020-11-15 03:45:00,60.95,86.992,31.169,32.047 -2020-11-15 04:00:00,58.41,95.665,30.796,32.047 -2020-11-15 04:15:00,58.67,103.736,30.796,32.047 -2020-11-15 04:30:00,59.85,103.132,30.796,32.047 -2020-11-15 04:45:00,60.47,104.154,30.796,32.047 -2020-11-15 05:00:00,61.1,121.301,30.848000000000003,32.047 -2020-11-15 05:15:00,62.05,134.10299999999998,30.848000000000003,32.047 -2020-11-15 05:30:00,61.78,129.438,30.848000000000003,32.047 -2020-11-15 05:45:00,62.1,124.605,30.848000000000003,32.047 -2020-11-15 06:00:00,63.73,138.144,31.166,32.047 -2020-11-15 06:15:00,64.63,155.086,31.166,32.047 -2020-11-15 06:30:00,63.71,148.829,31.166,32.047 -2020-11-15 06:45:00,66.0,142.626,31.166,32.047 -2020-11-15 07:00:00,69.28,141.808,33.527,32.047 -2020-11-15 07:15:00,69.23,143.747,33.527,32.047 -2020-11-15 07:30:00,70.66,146.174,33.527,32.047 -2020-11-15 07:45:00,72.74,148.149,33.527,32.047 -2020-11-15 08:00:00,76.18,151.78799999999998,36.616,32.047 -2020-11-15 08:15:00,75.92,153.657,36.616,32.047 -2020-11-15 08:30:00,76.26,154.701,36.616,32.047 -2020-11-15 08:45:00,76.69,154.578,36.616,32.047 -2020-11-15 09:00:00,75.86,151.127,37.857,32.047 -2020-11-15 09:15:00,76.01,150.151,37.857,32.047 -2020-11-15 09:30:00,76.34,149.567,37.857,32.047 -2020-11-15 09:45:00,75.23,148.433,37.857,32.047 -2020-11-15 10:00:00,74.72,146.63299999999998,36.319,32.047 -2020-11-15 10:15:00,76.47,145.306,36.319,32.047 -2020-11-15 10:30:00,77.15,143.592,36.319,32.047 -2020-11-15 10:45:00,81.23,142.128,36.319,32.047 -2020-11-15 11:00:00,80.21,138.842,37.236999999999995,32.047 -2020-11-15 11:15:00,83.25,137.43200000000002,37.236999999999995,32.047 -2020-11-15 11:30:00,84.16,137.60299999999998,37.236999999999995,32.047 -2020-11-15 11:45:00,84.67,138.061,37.236999999999995,32.047 -2020-11-15 12:00:00,81.09,133.804,34.871,32.047 -2020-11-15 12:15:00,79.37,132.8,34.871,32.047 -2020-11-15 12:30:00,75.92,132.793,34.871,32.047 -2020-11-15 12:45:00,80.89,132.215,34.871,32.047 -2020-11-15 13:00:00,77.87,131.03799999999998,29.738000000000003,32.047 -2020-11-15 13:15:00,77.45,131.476,29.738000000000003,32.047 -2020-11-15 13:30:00,80.57,130.268,29.738000000000003,32.047 -2020-11-15 13:45:00,80.75,129.736,29.738000000000003,32.047 -2020-11-15 14:00:00,77.13,129.19799999999998,27.333000000000002,32.047 -2020-11-15 14:15:00,77.57,129.305,27.333000000000002,32.047 -2020-11-15 14:30:00,76.34,129.243,27.333000000000002,32.047 -2020-11-15 14:45:00,81.67,128.811,27.333000000000002,32.047 -2020-11-15 15:00:00,80.78,126.95700000000001,28.232,32.047 -2020-11-15 15:15:00,82.26,128.025,28.232,32.047 -2020-11-15 15:30:00,82.54,128.907,28.232,32.047 -2020-11-15 15:45:00,83.8,129.707,28.232,32.047 -2020-11-15 16:00:00,84.97,131.477,32.815,32.047 -2020-11-15 16:15:00,87.01,133.31,32.815,32.047 -2020-11-15 16:30:00,90.92,134.102,32.815,32.047 -2020-11-15 16:45:00,94.28,134.114,32.815,32.047 -2020-11-15 17:00:00,99.69,135.486,43.068999999999996,32.047 -2020-11-15 17:15:00,99.2,136.842,43.068999999999996,32.047 -2020-11-15 17:30:00,101.41,137.244,43.068999999999996,32.047 -2020-11-15 17:45:00,102.52,138.362,43.068999999999996,32.047 -2020-11-15 18:00:00,103.76,141.516,50.498999999999995,32.047 -2020-11-15 18:15:00,103.31,142.23,50.498999999999995,32.047 -2020-11-15 18:30:00,103.12,140.725,50.498999999999995,32.047 -2020-11-15 18:45:00,100.94,141.876,50.498999999999995,32.047 -2020-11-15 19:00:00,98.74,144.512,53.481,32.047 -2020-11-15 19:15:00,97.83,142.938,53.481,32.047 -2020-11-15 19:30:00,95.48,141.958,53.481,32.047 -2020-11-15 19:45:00,95.27,141.03,53.481,32.047 -2020-11-15 20:00:00,97.93,138.394,51.687,32.047 -2020-11-15 20:15:00,98.82,136.695,51.687,32.047 -2020-11-15 20:30:00,95.61,136.059,51.687,32.047 -2020-11-15 20:45:00,88.72,132.92600000000002,51.687,32.047 -2020-11-15 21:00:00,85.57,128.464,47.674,32.047 -2020-11-15 21:15:00,87.2,128.194,47.674,32.047 -2020-11-15 21:30:00,86.41,128.145,47.674,32.047 -2020-11-15 21:45:00,91.7,125.568,47.674,32.047 -2020-11-15 22:00:00,90.91,121.318,48.178000000000004,32.047 -2020-11-15 22:15:00,94.56,117.251,48.178000000000004,32.047 -2020-11-15 22:30:00,86.94,112.219,48.178000000000004,32.047 -2020-11-15 22:45:00,86.52,107.897,48.178000000000004,32.047 -2020-11-15 23:00:00,86.59,102.23200000000001,42.553999999999995,32.047 -2020-11-15 23:15:00,89.06,99.788,42.553999999999995,32.047 -2020-11-15 23:30:00,87.84,97.57,42.553999999999995,32.047 -2020-11-15 23:45:00,83.38,96.226,42.553999999999995,32.047 -2020-11-16 00:00:00,77.1,99.905,37.177,32.225 -2020-11-16 00:15:00,77.33,98.662,37.177,32.225 -2020-11-16 00:30:00,82.22,99.729,37.177,32.225 -2020-11-16 00:45:00,82.47,101.445,37.177,32.225 -2020-11-16 01:00:00,81.36,102.945,35.358000000000004,32.225 -2020-11-16 01:15:00,75.91,104.265,35.358000000000004,32.225 -2020-11-16 01:30:00,77.02,104.413,35.358000000000004,32.225 -2020-11-16 01:45:00,82.03,104.87100000000001,35.358000000000004,32.225 -2020-11-16 02:00:00,81.18,106.01299999999999,35.03,32.225 -2020-11-16 02:15:00,77.98,106.837,35.03,32.225 -2020-11-16 02:30:00,75.5,107.139,35.03,32.225 -2020-11-16 02:45:00,80.51,108.699,35.03,32.225 -2020-11-16 03:00:00,81.9,112.40299999999999,34.394,32.225 -2020-11-16 03:15:00,83.19,113.646,34.394,32.225 -2020-11-16 03:30:00,82.04,115.22200000000001,34.394,32.225 -2020-11-16 03:45:00,82.89,115.84,34.394,32.225 -2020-11-16 04:00:00,84.77,130.126,34.421,32.225 -2020-11-16 04:15:00,83.73,143.125,34.421,32.225 -2020-11-16 04:30:00,79.15,144.792,34.421,32.225 -2020-11-16 04:45:00,87.58,145.659,34.421,32.225 -2020-11-16 05:00:00,93.5,175.607,39.435,32.225 -2020-11-16 05:15:00,96.13,205.88400000000001,39.435,32.225 -2020-11-16 05:30:00,95.49,202.571,39.435,32.225 -2020-11-16 05:45:00,96.86,193.637,39.435,32.225 -2020-11-16 06:00:00,106.96,190.03,55.685,32.225 -2020-11-16 06:15:00,117.57,193.713,55.685,32.225 -2020-11-16 06:30:00,124.3,195.49400000000003,55.685,32.225 -2020-11-16 06:45:00,128.75,196.998,55.685,32.225 -2020-11-16 07:00:00,127.88,198.408,66.837,32.225 -2020-11-16 07:15:00,130.09,202.535,66.837,32.225 -2020-11-16 07:30:00,131.28,204.43900000000002,66.837,32.225 -2020-11-16 07:45:00,132.13,204.878,66.837,32.225 -2020-11-16 08:00:00,134.59,203.71,72.217,32.225 -2020-11-16 08:15:00,135.13,204.238,72.217,32.225 -2020-11-16 08:30:00,134.93,202.28799999999998,72.217,32.225 -2020-11-16 08:45:00,135.48,199.72,72.217,32.225 -2020-11-16 09:00:00,137.04,194.734,66.117,32.225 -2020-11-16 09:15:00,137.72,189.67,66.117,32.225 -2020-11-16 09:30:00,139.23,186.65099999999998,66.117,32.225 -2020-11-16 09:45:00,140.89,184.546,66.117,32.225 -2020-11-16 10:00:00,140.75,182.533,62.1,32.225 -2020-11-16 10:15:00,140.27,180.21200000000002,62.1,32.225 -2020-11-16 10:30:00,139.75,178.195,62.1,32.225 -2020-11-16 10:45:00,141.87,176.75400000000002,62.1,32.225 -2020-11-16 11:00:00,139.36,173.687,60.021,32.225 -2020-11-16 11:15:00,138.76,173.46599999999998,60.021,32.225 -2020-11-16 11:30:00,136.87,174.088,60.021,32.225 -2020-11-16 11:45:00,137.88,173.037,60.021,32.225 -2020-11-16 12:00:00,136.95,168.87,56.75899999999999,32.225 -2020-11-16 12:15:00,136.17,167.93599999999998,56.75899999999999,32.225 -2020-11-16 12:30:00,138.07,167.206,56.75899999999999,32.225 -2020-11-16 12:45:00,139.07,167.998,56.75899999999999,32.225 -2020-11-16 13:00:00,135.65,167.93099999999998,56.04600000000001,32.225 -2020-11-16 13:15:00,138.73,167.377,56.04600000000001,32.225 -2020-11-16 13:30:00,134.79,165.9,56.04600000000001,32.225 -2020-11-16 13:45:00,133.83,165.859,56.04600000000001,32.225 -2020-11-16 14:00:00,130.83,165.37900000000002,55.475,32.225 -2020-11-16 14:15:00,130.65,165.18099999999998,55.475,32.225 -2020-11-16 14:30:00,129.75,164.22,55.475,32.225 -2020-11-16 14:45:00,129.95,164.2,55.475,32.225 -2020-11-16 15:00:00,130.58,164.608,57.048,32.225 -2020-11-16 15:15:00,129.71,164.543,57.048,32.225 -2020-11-16 15:30:00,129.12,165.127,57.048,32.225 -2020-11-16 15:45:00,129.23,166.125,57.048,32.225 -2020-11-16 16:00:00,130.93,169.43,59.06,32.225 -2020-11-16 16:15:00,132.04,170.313,59.06,32.225 -2020-11-16 16:30:00,136.67,171.088,59.06,32.225 -2020-11-16 16:45:00,138.56,170.58900000000003,59.06,32.225 -2020-11-16 17:00:00,139.38,173.562,65.419,32.225 -2020-11-16 17:15:00,139.96,173.8,65.419,32.225 -2020-11-16 17:30:00,140.06,173.597,65.419,32.225 -2020-11-16 17:45:00,139.57,173.247,65.419,32.225 -2020-11-16 18:00:00,137.5,175.109,69.345,32.225 -2020-11-16 18:15:00,136.2,174.597,69.345,32.225 -2020-11-16 18:30:00,135.18,173.084,69.345,32.225 -2020-11-16 18:45:00,135.88,173.261,69.345,32.225 -2020-11-16 19:00:00,133.06,174.851,73.825,32.225 -2020-11-16 19:15:00,129.71,172.138,73.825,32.225 -2020-11-16 19:30:00,128.36,171.513,73.825,32.225 -2020-11-16 19:45:00,126.9,168.456,73.825,32.225 -2020-11-16 20:00:00,121.58,164.43200000000002,64.027,32.225 -2020-11-16 20:15:00,117.62,160.344,64.027,32.225 -2020-11-16 20:30:00,113.7,156.911,64.027,32.225 -2020-11-16 20:45:00,112.48,154.009,64.027,32.225 -2020-11-16 21:00:00,108.97,152.451,57.952,32.225 -2020-11-16 21:15:00,107.75,150.361,57.952,32.225 -2020-11-16 21:30:00,110.85,148.789,57.952,32.225 -2020-11-16 21:45:00,111.19,146.843,57.952,32.225 -2020-11-16 22:00:00,106.86,138.77200000000002,53.031000000000006,32.225 -2020-11-16 22:15:00,98.64,134.02100000000002,53.031000000000006,32.225 -2020-11-16 22:30:00,94.58,118.351,53.031000000000006,32.225 -2020-11-16 22:45:00,92.11,110.148,53.031000000000006,32.225 -2020-11-16 23:00:00,89.04,105.603,45.085,32.225 -2020-11-16 23:15:00,88.11,104.111,45.085,32.225 -2020-11-16 23:30:00,84.69,104.76700000000001,45.085,32.225 -2020-11-16 23:45:00,83.57,104.964,45.085,32.225 -2020-11-17 00:00:00,84.58,99.30799999999999,42.843,32.225 -2020-11-17 00:15:00,87.16,99.41,42.843,32.225 -2020-11-17 00:30:00,88.47,99.79700000000001,42.843,32.225 -2020-11-17 00:45:00,83.12,100.8,42.843,32.225 -2020-11-17 01:00:00,78.7,102.07799999999999,41.542,32.225 -2020-11-17 01:15:00,84.09,103.046,41.542,32.225 -2020-11-17 01:30:00,84.23,103.331,41.542,32.225 -2020-11-17 01:45:00,83.62,103.946,41.542,32.225 -2020-11-17 02:00:00,76.91,105.01700000000001,40.19,32.225 -2020-11-17 02:15:00,80.46,105.959,40.19,32.225 -2020-11-17 02:30:00,83.38,105.678,40.19,32.225 -2020-11-17 02:45:00,84.48,107.306,40.19,32.225 -2020-11-17 03:00:00,82.24,109.87200000000001,39.626,32.225 -2020-11-17 03:15:00,84.6,110.59299999999999,39.626,32.225 -2020-11-17 03:30:00,86.1,112.57600000000001,39.626,32.225 -2020-11-17 03:45:00,86.14,113.147,39.626,32.225 -2020-11-17 04:00:00,82.44,127.023,40.196999999999996,32.225 -2020-11-17 04:15:00,86.13,139.739,40.196999999999996,32.225 -2020-11-17 04:30:00,89.79,141.108,40.196999999999996,32.225 -2020-11-17 04:45:00,90.47,143.09799999999998,40.196999999999996,32.225 -2020-11-17 05:00:00,88.89,177.57299999999998,43.378,32.225 -2020-11-17 05:15:00,91.86,207.77200000000002,43.378,32.225 -2020-11-17 05:30:00,94.62,203.21400000000003,43.378,32.225 -2020-11-17 05:45:00,98.85,194.155,43.378,32.225 -2020-11-17 06:00:00,105.56,189.748,55.691,32.225 -2020-11-17 06:15:00,112.04,194.85299999999998,55.691,32.225 -2020-11-17 06:30:00,118.42,196.07299999999998,55.691,32.225 -2020-11-17 06:45:00,121.99,197.13400000000001,55.691,32.225 -2020-11-17 07:00:00,126.36,198.41299999999998,65.567,32.225 -2020-11-17 07:15:00,128.77,202.37,65.567,32.225 -2020-11-17 07:30:00,129.41,203.832,65.567,32.225 -2020-11-17 07:45:00,131.36,204.28900000000002,65.567,32.225 -2020-11-17 08:00:00,134.03,203.22099999999998,73.001,32.225 -2020-11-17 08:15:00,133.22,202.782,73.001,32.225 -2020-11-17 08:30:00,137.27,200.732,73.001,32.225 -2020-11-17 08:45:00,136.45,197.748,73.001,32.225 -2020-11-17 09:00:00,137.66,192.072,67.08800000000001,32.225 -2020-11-17 09:15:00,138.23,188.37599999999998,67.08800000000001,32.225 -2020-11-17 09:30:00,141.61,186.05599999999998,67.08800000000001,32.225 -2020-11-17 09:45:00,141.87,183.963,67.08800000000001,32.225 -2020-11-17 10:00:00,142.21,181.206,62.803000000000004,32.225 -2020-11-17 10:15:00,140.92,177.903,62.803000000000004,32.225 -2020-11-17 10:30:00,143.35,176.02200000000002,62.803000000000004,32.225 -2020-11-17 10:45:00,142.09,174.975,62.803000000000004,32.225 -2020-11-17 11:00:00,140.39,173.19299999999998,60.155,32.225 -2020-11-17 11:15:00,139.74,172.726,60.155,32.225 -2020-11-17 11:30:00,140.21,172.148,60.155,32.225 -2020-11-17 11:45:00,140.97,171.627,60.155,32.225 -2020-11-17 12:00:00,139.79,166.22099999999998,56.845,32.225 -2020-11-17 12:15:00,138.99,164.982,56.845,32.225 -2020-11-17 12:30:00,143.01,165.047,56.845,32.225 -2020-11-17 12:45:00,146.71,165.69400000000002,56.845,32.225 -2020-11-17 13:00:00,144.04,165.172,56.163000000000004,32.225 -2020-11-17 13:15:00,138.69,164.601,56.163000000000004,32.225 -2020-11-17 13:30:00,137.01,164.142,56.163000000000004,32.225 -2020-11-17 13:45:00,136.33,164.106,56.163000000000004,32.225 -2020-11-17 14:00:00,136.4,163.898,55.934,32.225 -2020-11-17 14:15:00,130.93,163.82,55.934,32.225 -2020-11-17 14:30:00,127.86,163.495,55.934,32.225 -2020-11-17 14:45:00,127.46,163.289,55.934,32.225 -2020-11-17 15:00:00,129.68,163.296,57.43899999999999,32.225 -2020-11-17 15:15:00,129.91,163.672,57.43899999999999,32.225 -2020-11-17 15:30:00,130.07,164.459,57.43899999999999,32.225 -2020-11-17 15:45:00,132.74,165.16299999999998,57.43899999999999,32.225 -2020-11-17 16:00:00,135.56,168.65099999999998,59.968999999999994,32.225 -2020-11-17 16:15:00,137.0,169.99099999999999,59.968999999999994,32.225 -2020-11-17 16:30:00,137.55,171.27900000000002,59.968999999999994,32.225 -2020-11-17 16:45:00,137.39,171.187,59.968999999999994,32.225 -2020-11-17 17:00:00,139.11,174.64,67.428,32.225 -2020-11-17 17:15:00,139.71,174.99,67.428,32.225 -2020-11-17 17:30:00,139.17,175.31,67.428,32.225 -2020-11-17 17:45:00,137.63,174.801,67.428,32.225 -2020-11-17 18:00:00,135.8,176.44,71.533,32.225 -2020-11-17 18:15:00,134.06,175.666,71.533,32.225 -2020-11-17 18:30:00,133.05,173.852,71.533,32.225 -2020-11-17 18:45:00,133.67,174.7,71.533,32.225 -2020-11-17 19:00:00,130.58,176.188,73.32300000000001,32.225 -2020-11-17 19:15:00,128.02,173.24200000000002,73.32300000000001,32.225 -2020-11-17 19:30:00,125.82,171.97799999999998,73.32300000000001,32.225 -2020-11-17 19:45:00,124.09,168.967,73.32300000000001,32.225 -2020-11-17 20:00:00,119.92,165.153,64.166,32.225 -2020-11-17 20:15:00,115.35,160.27200000000002,64.166,32.225 -2020-11-17 20:30:00,112.08,157.69899999999998,64.166,32.225 -2020-11-17 20:45:00,109.65,154.369,64.166,32.225 -2020-11-17 21:00:00,106.35,152.325,57.891999999999996,32.225 -2020-11-17 21:15:00,101.33,150.787,57.891999999999996,32.225 -2020-11-17 21:30:00,97.94,148.607,57.891999999999996,32.225 -2020-11-17 21:45:00,94.87,146.888,57.891999999999996,32.225 -2020-11-17 22:00:00,90.4,140.35,53.242,32.225 -2020-11-17 22:15:00,87.25,135.31,53.242,32.225 -2020-11-17 22:30:00,83.17,119.822,53.242,32.225 -2020-11-17 22:45:00,81.13,111.868,53.242,32.225 -2020-11-17 23:00:00,77.54,107.215,46.665,32.225 -2020-11-17 23:15:00,75.31,105.156,46.665,32.225 -2020-11-17 23:30:00,73.28,105.50200000000001,46.665,32.225 -2020-11-17 23:45:00,71.49,105.323,46.665,32.225 -2020-11-18 00:00:00,68.06,96.84,43.16,32.225 -2020-11-18 00:15:00,66.65,92.867,43.16,32.225 -2020-11-18 00:30:00,66.05,93.897,43.16,32.225 -2020-11-18 00:45:00,65.38,96.11,43.16,32.225 -2020-11-18 01:00:00,63.81,97.618,40.972,32.225 -2020-11-18 01:15:00,65.53,99.4,40.972,32.225 -2020-11-18 01:30:00,61.92,99.46,40.972,32.225 -2020-11-18 01:45:00,62.1,99.815,40.972,32.225 -2020-11-18 02:00:00,61.67,100.939,39.749,32.225 -2020-11-18 02:15:00,62.09,100.72399999999999,39.749,32.225 -2020-11-18 02:30:00,61.4,100.70299999999999,39.749,32.225 -2020-11-18 02:45:00,61.82,102.81200000000001,39.749,32.225 -2020-11-18 03:00:00,61.2,105.334,39.422,32.225 -2020-11-18 03:15:00,61.6,105.109,39.422,32.225 -2020-11-18 03:30:00,61.32,106.791,39.422,32.225 -2020-11-18 03:45:00,62.03,107.945,39.422,32.225 -2020-11-18 04:00:00,62.95,117.961,40.505,32.225 -2020-11-18 04:15:00,62.82,126.931,40.505,32.225 -2020-11-18 04:30:00,63.09,126.81700000000001,40.505,32.225 -2020-11-18 04:45:00,63.58,127.492,40.505,32.225 -2020-11-18 05:00:00,64.61,142.859,43.397,32.225 -2020-11-18 05:15:00,64.56,154.186,43.397,32.225 -2020-11-18 05:30:00,64.42,150.976,43.397,32.225 -2020-11-18 05:45:00,65.18,147.387,43.397,32.225 -2020-11-18 06:00:00,65.99,160.76,55.218,32.225 -2020-11-18 06:15:00,66.23,178.679,55.218,32.225 -2020-11-18 06:30:00,67.7,173.043,55.218,32.225 -2020-11-18 06:45:00,69.63,166.206,55.218,32.225 -2020-11-18 07:00:00,72.15,165.429,67.39,32.225 -2020-11-18 07:15:00,73.16,168.10299999999998,67.39,32.225 -2020-11-18 07:30:00,73.58,170.863,67.39,32.225 -2020-11-18 07:45:00,76.05,173.437,67.39,32.225 -2020-11-18 08:00:00,79.97,176.707,74.345,32.225 -2020-11-18 08:15:00,81.61,179.26,74.345,32.225 -2020-11-18 08:30:00,82.38,181.017,74.345,32.225 -2020-11-18 08:45:00,84.44,181.19799999999998,74.345,32.225 -2020-11-18 09:00:00,86.73,177.138,69.336,32.225 -2020-11-18 09:15:00,88.15,175.387,69.336,32.225 -2020-11-18 09:30:00,88.01,173.38099999999997,69.336,32.225 -2020-11-18 09:45:00,88.77,171.382,69.336,32.225 -2020-11-18 10:00:00,88.6,170.173,64.291,32.225 -2020-11-18 10:15:00,89.69,168.09,64.291,32.225 -2020-11-18 10:30:00,91.83,166.854,64.291,32.225 -2020-11-18 10:45:00,93.65,165.011,64.291,32.225 -2020-11-18 11:00:00,93.82,164.09099999999998,62.20399999999999,32.225 -2020-11-18 11:15:00,96.88,162.225,62.20399999999999,32.225 -2020-11-18 11:30:00,97.62,161.532,62.20399999999999,32.225 -2020-11-18 11:45:00,98.81,160.72899999999998,62.20399999999999,32.225 -2020-11-18 12:00:00,98.43,155.30100000000002,59.042,32.225 -2020-11-18 12:15:00,96.83,154.36,59.042,32.225 -2020-11-18 12:30:00,94.69,153.64600000000002,59.042,32.225 -2020-11-18 12:45:00,92.52,153.125,59.042,32.225 -2020-11-18 13:00:00,91.17,152.308,57.907,32.225 -2020-11-18 13:15:00,90.28,153.11700000000002,57.907,32.225 -2020-11-18 13:30:00,89.49,152.067,57.907,32.225 -2020-11-18 13:45:00,89.41,151.834,57.907,32.225 -2020-11-18 14:00:00,88.17,151.933,58.358000000000004,32.225 -2020-11-18 14:15:00,87.97,152.22299999999998,58.358000000000004,32.225 -2020-11-18 14:30:00,88.15,151.829,58.358000000000004,32.225 -2020-11-18 14:45:00,89.22,151.511,58.358000000000004,32.225 -2020-11-18 15:00:00,91.04,150.407,59.348,32.225 -2020-11-18 15:15:00,90.98,151.707,59.348,32.225 -2020-11-18 15:30:00,90.33,152.963,59.348,32.225 -2020-11-18 15:45:00,91.75,154.442,59.348,32.225 -2020-11-18 16:00:00,93.83,157.414,61.413999999999994,32.225 -2020-11-18 16:15:00,96.36,159.002,61.413999999999994,32.225 -2020-11-18 16:30:00,97.49,160.732,61.413999999999994,32.225 -2020-11-18 16:45:00,98.72,161.352,61.413999999999994,32.225 -2020-11-18 17:00:00,101.46,164.60299999999998,67.107,32.225 -2020-11-18 17:15:00,103.06,165.655,67.107,32.225 -2020-11-18 17:30:00,107.61,166.00599999999997,67.107,32.225 -2020-11-18 17:45:00,105.53,167.03400000000002,67.107,32.225 -2020-11-18 18:00:00,105.8,168.706,71.92,32.225 -2020-11-18 18:15:00,104.59,170.32,71.92,32.225 -2020-11-18 18:30:00,103.28,168.372,71.92,32.225 -2020-11-18 18:45:00,104.04,167.43,71.92,32.225 -2020-11-18 19:00:00,102.53,170.468,75.09,32.225 -2020-11-18 19:15:00,100.99,168.55,75.09,32.225 -2020-11-18 19:30:00,99.54,167.50900000000001,75.09,32.225 -2020-11-18 19:45:00,98.32,165.204,75.09,32.225 -2020-11-18 20:00:00,101.42,163.47799999999998,65.977,32.225 -2020-11-18 20:15:00,101.77,161.30200000000002,65.977,32.225 -2020-11-18 20:30:00,98.91,159.345,65.977,32.225 -2020-11-18 20:45:00,94.0,155.009,65.977,32.225 -2020-11-18 21:00:00,91.32,153.06799999999998,58.798,32.225 -2020-11-18 21:15:00,94.27,151.904,58.798,32.225 -2020-11-18 21:30:00,94.17,150.993,58.798,32.225 -2020-11-18 21:45:00,90.94,149.516,58.798,32.225 -2020-11-18 22:00:00,87.11,144.303,54.486000000000004,32.225 -2020-11-18 22:15:00,86.53,140.368,54.486000000000004,32.225 -2020-11-18 22:30:00,87.31,133.83,54.486000000000004,32.225 -2020-11-18 22:45:00,83.89,129.859,54.486000000000004,32.225 -2020-11-18 23:00:00,79.96,124.615,47.783,32.225 -2020-11-18 23:15:00,80.17,121.041,47.783,32.225 -2020-11-18 23:30:00,78.39,119.30799999999999,47.783,32.225 -2020-11-18 23:45:00,77.89,117.245,47.783,32.225 -2020-11-19 00:00:00,74.83,100.085,43.88,32.225 -2020-11-19 00:15:00,74.27,100.132,43.88,32.225 -2020-11-19 00:30:00,72.66,100.522,43.88,32.225 -2020-11-19 00:45:00,72.09,101.492,43.88,32.225 -2020-11-19 01:00:00,71.02,102.845,42.242,32.225 -2020-11-19 01:15:00,71.4,103.829,42.242,32.225 -2020-11-19 01:30:00,70.62,104.14,42.242,32.225 -2020-11-19 01:45:00,71.65,104.73,42.242,32.225 -2020-11-19 02:00:00,74.0,105.839,40.918,32.225 -2020-11-19 02:15:00,71.51,106.79,40.918,32.225 -2020-11-19 02:30:00,71.25,106.499,40.918,32.225 -2020-11-19 02:45:00,72.0,108.12299999999999,40.918,32.225 -2020-11-19 03:00:00,71.53,110.661,40.411,32.225 -2020-11-19 03:15:00,71.33,111.44,40.411,32.225 -2020-11-19 03:30:00,71.54,113.429,40.411,32.225 -2020-11-19 03:45:00,73.18,113.98200000000001,40.411,32.225 -2020-11-19 04:00:00,74.7,127.82600000000001,41.246,32.225 -2020-11-19 04:15:00,75.98,140.563,41.246,32.225 -2020-11-19 04:30:00,77.0,141.905,41.246,32.225 -2020-11-19 04:45:00,79.12,143.909,41.246,32.225 -2020-11-19 05:00:00,84.14,178.382,44.533,32.225 -2020-11-19 05:15:00,87.47,208.544,44.533,32.225 -2020-11-19 05:30:00,90.75,204.02200000000002,44.533,32.225 -2020-11-19 05:45:00,96.44,194.972,44.533,32.225 -2020-11-19 06:00:00,104.01,190.593,55.005,32.225 -2020-11-19 06:15:00,109.76,195.706,55.005,32.225 -2020-11-19 06:30:00,116.54,197.018,55.005,32.225 -2020-11-19 06:45:00,120.52,198.15200000000002,55.005,32.225 -2020-11-19 07:00:00,124.39,199.429,64.597,32.225 -2020-11-19 07:15:00,126.36,203.41299999999998,64.597,32.225 -2020-11-19 07:30:00,127.26,204.91,64.597,32.225 -2020-11-19 07:45:00,130.79,205.38299999999998,64.597,32.225 -2020-11-19 08:00:00,133.32,204.34599999999998,71.71600000000001,32.225 -2020-11-19 08:15:00,133.27,203.889,71.71600000000001,32.225 -2020-11-19 08:30:00,133.0,201.88400000000001,71.71600000000001,32.225 -2020-11-19 08:45:00,133.02,198.83599999999998,71.71600000000001,32.225 -2020-11-19 09:00:00,137.0,193.114,66.51899999999999,32.225 -2020-11-19 09:15:00,138.81,189.428,66.51899999999999,32.225 -2020-11-19 09:30:00,139.87,187.102,66.51899999999999,32.225 -2020-11-19 09:45:00,136.56,184.975,66.51899999999999,32.225 -2020-11-19 10:00:00,136.84,182.19400000000002,63.04,32.225 -2020-11-19 10:15:00,136.24,178.824,63.04,32.225 -2020-11-19 10:30:00,136.58,176.892,63.04,32.225 -2020-11-19 10:45:00,138.2,175.81799999999998,63.04,32.225 -2020-11-19 11:00:00,143.48,174.016,60.998000000000005,32.225 -2020-11-19 11:15:00,145.08,173.512,60.998000000000005,32.225 -2020-11-19 11:30:00,141.99,172.93099999999998,60.998000000000005,32.225 -2020-11-19 11:45:00,139.15,172.388,60.998000000000005,32.225 -2020-11-19 12:00:00,137.73,166.959,58.27,32.225 -2020-11-19 12:15:00,136.88,165.732,58.27,32.225 -2020-11-19 12:30:00,137.43,165.851,58.27,32.225 -2020-11-19 12:45:00,136.49,166.507,58.27,32.225 -2020-11-19 13:00:00,134.8,165.90599999999998,57.196000000000005,32.225 -2020-11-19 13:15:00,134.79,165.35,57.196000000000005,32.225 -2020-11-19 13:30:00,132.52,164.889,57.196000000000005,32.225 -2020-11-19 13:45:00,131.77,164.835,57.196000000000005,32.225 -2020-11-19 14:00:00,133.0,164.542,57.38399999999999,32.225 -2020-11-19 14:15:00,133.06,164.49,57.38399999999999,32.225 -2020-11-19 14:30:00,131.21,164.235,57.38399999999999,32.225 -2020-11-19 14:45:00,131.57,164.03900000000002,57.38399999999999,32.225 -2020-11-19 15:00:00,132.6,164.05700000000002,58.647,32.225 -2020-11-19 15:15:00,131.83,164.451,58.647,32.225 -2020-11-19 15:30:00,132.4,165.30900000000003,58.647,32.225 -2020-11-19 15:45:00,133.34,166.02900000000002,58.647,32.225 -2020-11-19 16:00:00,136.61,169.5,60.083999999999996,32.225 -2020-11-19 16:15:00,135.17,170.892,60.083999999999996,32.225 -2020-11-19 16:30:00,137.53,172.18599999999998,60.083999999999996,32.225 -2020-11-19 16:45:00,137.22,172.18200000000002,60.083999999999996,32.225 -2020-11-19 17:00:00,138.52,175.574,65.85600000000001,32.225 -2020-11-19 17:15:00,138.89,175.96900000000002,65.85600000000001,32.225 -2020-11-19 17:30:00,140.31,176.305,65.85600000000001,32.225 -2020-11-19 17:45:00,138.58,175.81,65.85600000000001,32.225 -2020-11-19 18:00:00,136.88,177.47400000000002,69.855,32.225 -2020-11-19 18:15:00,135.08,176.61,69.855,32.225 -2020-11-19 18:30:00,134.94,174.812,69.855,32.225 -2020-11-19 18:45:00,135.05,175.66299999999998,69.855,32.225 -2020-11-19 19:00:00,132.41,177.15200000000002,74.015,32.225 -2020-11-19 19:15:00,129.97,174.18200000000002,74.015,32.225 -2020-11-19 19:30:00,128.17,172.87900000000002,74.015,32.225 -2020-11-19 19:45:00,126.77,169.799,74.015,32.225 -2020-11-19 20:00:00,121.56,166.00799999999998,65.316,32.225 -2020-11-19 20:15:00,116.74,161.10299999999998,65.316,32.225 -2020-11-19 20:30:00,113.64,158.468,65.316,32.225 -2020-11-19 20:45:00,117.52,155.156,65.316,32.225 -2020-11-19 21:00:00,113.74,153.093,58.403999999999996,32.225 -2020-11-19 21:15:00,113.82,151.528,58.403999999999996,32.225 -2020-11-19 21:30:00,108.94,149.357,58.403999999999996,32.225 -2020-11-19 21:45:00,105.09,147.631,58.403999999999996,32.225 -2020-11-19 22:00:00,99.66,141.107,54.092,32.225 -2020-11-19 22:15:00,102.85,136.05100000000002,54.092,32.225 -2020-11-19 22:30:00,100.78,120.677,54.092,32.225 -2020-11-19 22:45:00,99.23,112.73700000000001,54.092,32.225 -2020-11-19 23:00:00,91.21,108.055,48.18600000000001,32.225 -2020-11-19 23:15:00,88.51,105.96700000000001,48.18600000000001,32.225 -2020-11-19 23:30:00,92.47,106.329,48.18600000000001,32.225 -2020-11-19 23:45:00,91.07,106.109,48.18600000000001,32.225 -2020-11-20 00:00:00,87.75,99.23,45.18899999999999,32.225 -2020-11-20 00:15:00,81.05,99.459,45.18899999999999,32.225 -2020-11-20 00:30:00,85.97,99.78200000000001,45.18899999999999,32.225 -2020-11-20 00:45:00,85.53,100.905,45.18899999999999,32.225 -2020-11-20 01:00:00,83.27,101.958,43.256,32.225 -2020-11-20 01:15:00,80.61,103.631,43.256,32.225 -2020-11-20 01:30:00,82.75,103.89,43.256,32.225 -2020-11-20 01:45:00,83.03,104.514,43.256,32.225 -2020-11-20 02:00:00,78.63,105.882,42.312,32.225 -2020-11-20 02:15:00,77.14,106.729,42.312,32.225 -2020-11-20 02:30:00,77.65,107.031,42.312,32.225 -2020-11-20 02:45:00,82.12,108.568,42.312,32.225 -2020-11-20 03:00:00,83.0,110.37899999999999,41.833,32.225 -2020-11-20 03:15:00,81.44,111.771,41.833,32.225 -2020-11-20 03:30:00,78.04,113.704,41.833,32.225 -2020-11-20 03:45:00,81.83,114.689,41.833,32.225 -2020-11-20 04:00:00,85.52,128.736,42.732,32.225 -2020-11-20 04:15:00,86.71,140.985,42.732,32.225 -2020-11-20 04:30:00,82.74,142.685,42.732,32.225 -2020-11-20 04:45:00,85.24,143.602,42.732,32.225 -2020-11-20 05:00:00,87.34,176.903,46.254,32.225 -2020-11-20 05:15:00,95.1,208.50799999999998,46.254,32.225 -2020-11-20 05:30:00,100.38,204.958,46.254,32.225 -2020-11-20 05:45:00,104.5,195.774,46.254,32.225 -2020-11-20 06:00:00,105.66,191.827,56.76,32.225 -2020-11-20 06:15:00,110.32,195.717,56.76,32.225 -2020-11-20 06:30:00,114.29,196.326,56.76,32.225 -2020-11-20 06:45:00,119.4,198.864,56.76,32.225 -2020-11-20 07:00:00,126.14,199.542,66.029,32.225 -2020-11-20 07:15:00,127.73,204.579,66.029,32.225 -2020-11-20 07:30:00,127.93,205.59099999999998,66.029,32.225 -2020-11-20 07:45:00,128.79,205.271,66.029,32.225 -2020-11-20 08:00:00,131.62,203.435,73.128,32.225 -2020-11-20 08:15:00,131.62,202.748,73.128,32.225 -2020-11-20 08:30:00,131.81,201.59400000000002,73.128,32.225 -2020-11-20 08:45:00,132.09,197.12599999999998,73.128,32.225 -2020-11-20 09:00:00,132.08,191.378,68.23100000000001,32.225 -2020-11-20 09:15:00,132.7,188.517,68.23100000000001,32.225 -2020-11-20 09:30:00,130.51,185.7,68.23100000000001,32.225 -2020-11-20 09:45:00,130.25,183.52700000000002,68.23100000000001,32.225 -2020-11-20 10:00:00,127.82,179.71400000000003,64.733,32.225 -2020-11-20 10:15:00,126.85,176.882,64.733,32.225 -2020-11-20 10:30:00,125.62,174.955,64.733,32.225 -2020-11-20 10:45:00,125.03,173.46599999999998,64.733,32.225 -2020-11-20 11:00:00,126.8,171.67,62.0,32.225 -2020-11-20 11:15:00,126.91,170.18599999999998,62.0,32.225 -2020-11-20 11:30:00,124.26,171.074,62.0,32.225 -2020-11-20 11:45:00,122.85,170.40400000000002,62.0,32.225 -2020-11-20 12:00:00,121.61,165.986,57.876999999999995,32.225 -2020-11-20 12:15:00,121.21,162.827,57.876999999999995,32.225 -2020-11-20 12:30:00,121.35,163.131,57.876999999999995,32.225 -2020-11-20 12:45:00,122.36,164.113,57.876999999999995,32.225 -2020-11-20 13:00:00,119.72,164.393,55.585,32.225 -2020-11-20 13:15:00,118.77,164.592,55.585,32.225 -2020-11-20 13:30:00,118.89,164.27200000000002,55.585,32.225 -2020-11-20 13:45:00,117.82,164.204,55.585,32.225 -2020-11-20 14:00:00,119.04,162.74,54.5,32.225 -2020-11-20 14:15:00,118.42,162.615,54.5,32.225 -2020-11-20 14:30:00,118.28,163.089,54.5,32.225 -2020-11-20 14:45:00,119.7,163.05,54.5,32.225 -2020-11-20 15:00:00,119.39,162.639,55.131,32.225 -2020-11-20 15:15:00,120.02,162.61700000000002,55.131,32.225 -2020-11-20 15:30:00,120.71,162.084,55.131,32.225 -2020-11-20 15:45:00,122.19,163.062,55.131,32.225 -2020-11-20 16:00:00,124.56,165.365,56.8,32.225 -2020-11-20 16:15:00,127.81,167.11599999999999,56.8,32.225 -2020-11-20 16:30:00,132.47,168.468,56.8,32.225 -2020-11-20 16:45:00,134.58,168.27900000000002,56.8,32.225 -2020-11-20 17:00:00,135.53,172.09799999999998,63.428999999999995,32.225 -2020-11-20 17:15:00,135.41,172.127,63.428999999999995,32.225 -2020-11-20 17:30:00,135.86,172.21599999999998,63.428999999999995,32.225 -2020-11-20 17:45:00,135.03,171.495,63.428999999999995,32.225 -2020-11-20 18:00:00,133.0,173.782,67.915,32.225 -2020-11-20 18:15:00,132.6,172.382,67.915,32.225 -2020-11-20 18:30:00,132.16,170.923,67.915,32.225 -2020-11-20 18:45:00,133.09,171.83599999999998,67.915,32.225 -2020-11-20 19:00:00,129.97,174.26,69.428,32.225 -2020-11-20 19:15:00,127.95,172.574,69.428,32.225 -2020-11-20 19:30:00,125.39,170.898,69.428,32.225 -2020-11-20 19:45:00,122.11,167.21900000000002,69.428,32.225 -2020-11-20 20:00:00,117.37,163.468,60.56100000000001,32.225 -2020-11-20 20:15:00,113.89,158.686,60.56100000000001,32.225 -2020-11-20 20:30:00,110.74,155.905,60.56100000000001,32.225 -2020-11-20 20:45:00,109.52,152.961,60.56100000000001,32.225 -2020-11-20 21:00:00,106.9,151.546,55.18600000000001,32.225 -2020-11-20 21:15:00,105.87,150.619,55.18600000000001,32.225 -2020-11-20 21:30:00,106.31,148.468,55.18600000000001,32.225 -2020-11-20 21:45:00,103.66,147.249,55.18600000000001,32.225 -2020-11-20 22:00:00,92.56,141.57,51.433,32.225 -2020-11-20 22:15:00,90.8,136.34799999999998,51.433,32.225 -2020-11-20 22:30:00,84.72,127.389,51.433,32.225 -2020-11-20 22:45:00,86.32,122.689,51.433,32.225 -2020-11-20 23:00:00,87.62,117.875,46.201,32.225 -2020-11-20 23:15:00,86.93,113.809,46.201,32.225 -2020-11-20 23:30:00,82.7,112.605,46.201,32.225 -2020-11-20 23:45:00,78.82,111.764,46.201,32.225 -2020-11-21 00:00:00,79.22,97.382,42.576,32.047 -2020-11-21 00:15:00,78.96,93.809,42.576,32.047 -2020-11-21 00:30:00,73.94,95.18799999999999,42.576,32.047 -2020-11-21 00:45:00,70.84,96.777,42.576,32.047 -2020-11-21 01:00:00,71.67,98.469,39.34,32.047 -2020-11-21 01:15:00,74.73,99.413,39.34,32.047 -2020-11-21 01:30:00,74.22,99.094,39.34,32.047 -2020-11-21 01:45:00,71.33,99.74799999999999,39.34,32.047 -2020-11-21 02:00:00,71.97,101.554,37.582,32.047 -2020-11-21 02:15:00,73.0,101.944,37.582,32.047 -2020-11-21 02:30:00,71.44,101.148,37.582,32.047 -2020-11-21 02:45:00,69.8,102.914,37.582,32.047 -2020-11-21 03:00:00,70.35,105.005,36.523,32.047 -2020-11-21 03:15:00,71.12,105.26100000000001,36.523,32.047 -2020-11-21 03:30:00,68.69,105.90799999999999,36.523,32.047 -2020-11-21 03:45:00,65.43,107.25299999999999,36.523,32.047 -2020-11-21 04:00:00,63.81,117.439,36.347,32.047 -2020-11-21 04:15:00,64.05,127.375,36.347,32.047 -2020-11-21 04:30:00,65.13,126.90899999999999,36.347,32.047 -2020-11-21 04:45:00,65.92,127.463,36.347,32.047 -2020-11-21 05:00:00,66.64,145.74,36.407,32.047 -2020-11-21 05:15:00,66.61,159.19,36.407,32.047 -2020-11-21 05:30:00,66.7,156.248,36.407,32.047 -2020-11-21 05:45:00,68.33,152.523,36.407,32.047 -2020-11-21 06:00:00,70.41,166.495,38.228,32.047 -2020-11-21 06:15:00,71.52,185.717,38.228,32.047 -2020-11-21 06:30:00,73.49,181.28099999999998,38.228,32.047 -2020-11-21 06:45:00,75.76,175.635,38.228,32.047 -2020-11-21 07:00:00,79.69,172.74200000000002,41.905,32.047 -2020-11-21 07:15:00,81.93,176.484,41.905,32.047 -2020-11-21 07:30:00,82.59,180.097,41.905,32.047 -2020-11-21 07:45:00,86.02,183.34099999999998,41.905,32.047 -2020-11-21 08:00:00,89.63,184.977,46.051,32.047 -2020-11-21 08:15:00,90.83,187.362,46.051,32.047 -2020-11-21 08:30:00,93.03,187.613,46.051,32.047 -2020-11-21 08:45:00,96.12,185.99200000000002,46.051,32.047 -2020-11-21 09:00:00,100.89,182.237,46.683,32.047 -2020-11-21 09:15:00,98.64,180.114,46.683,32.047 -2020-11-21 09:30:00,100.25,178.16,46.683,32.047 -2020-11-21 09:45:00,100.87,176.032,46.683,32.047 -2020-11-21 10:00:00,100.67,172.535,44.425,32.047 -2020-11-21 10:15:00,99.74,169.87400000000002,44.425,32.047 -2020-11-21 10:30:00,99.32,168.007,44.425,32.047 -2020-11-21 10:45:00,99.73,167.572,44.425,32.047 -2020-11-21 11:00:00,100.59,165.90200000000002,42.148999999999994,32.047 -2020-11-21 11:15:00,101.81,163.94400000000002,42.148999999999994,32.047 -2020-11-21 11:30:00,104.19,163.908,42.148999999999994,32.047 -2020-11-21 11:45:00,103.4,162.507,42.148999999999994,32.047 -2020-11-21 12:00:00,103.31,157.35299999999998,39.683,32.047 -2020-11-21 12:15:00,103.72,154.89600000000002,39.683,32.047 -2020-11-21 12:30:00,101.44,155.484,39.683,32.047 -2020-11-21 12:45:00,101.91,155.91899999999998,39.683,32.047 -2020-11-21 13:00:00,97.83,155.659,37.154,32.047 -2020-11-21 13:15:00,97.45,153.987,37.154,32.047 -2020-11-21 13:30:00,97.31,153.30200000000002,37.154,32.047 -2020-11-21 13:45:00,96.77,153.42,37.154,32.047 -2020-11-21 14:00:00,94.23,152.981,36.457,32.047 -2020-11-21 14:15:00,92.82,152.19899999999998,36.457,32.047 -2020-11-21 14:30:00,91.21,151.05100000000002,36.457,32.047 -2020-11-21 14:45:00,90.74,151.286,36.457,32.047 -2020-11-21 15:00:00,89.08,151.498,38.257,32.047 -2020-11-21 15:15:00,90.29,152.30200000000002,38.257,32.047 -2020-11-21 15:30:00,90.87,153.183,38.257,32.047 -2020-11-21 15:45:00,91.79,154.035,38.257,32.047 -2020-11-21 16:00:00,94.22,155.641,41.181000000000004,32.047 -2020-11-21 16:15:00,97.63,158.055,41.181000000000004,32.047 -2020-11-21 16:30:00,100.73,159.40200000000002,41.181000000000004,32.047 -2020-11-21 16:45:00,102.19,160.024,41.181000000000004,32.047 -2020-11-21 17:00:00,104.89,163.127,46.806000000000004,32.047 -2020-11-21 17:15:00,108.34,164.282,46.806000000000004,32.047 -2020-11-21 17:30:00,107.18,164.275,46.806000000000004,32.047 -2020-11-21 17:45:00,107.64,163.287,46.806000000000004,32.047 -2020-11-21 18:00:00,107.72,165.36599999999999,52.073,32.047 -2020-11-21 18:15:00,107.31,165.763,52.073,32.047 -2020-11-21 18:30:00,105.98,165.696,52.073,32.047 -2020-11-21 18:45:00,105.32,163.127,52.073,32.047 -2020-11-21 19:00:00,103.23,166.097,53.608000000000004,32.047 -2020-11-21 19:15:00,101.82,163.806,53.608000000000004,32.047 -2020-11-21 19:30:00,100.14,162.893,53.608000000000004,32.047 -2020-11-21 19:45:00,98.85,159.30200000000002,53.608000000000004,32.047 -2020-11-21 20:00:00,94.8,157.629,50.265,32.047 -2020-11-21 20:15:00,91.04,154.589,50.265,32.047 -2020-11-21 20:30:00,87.39,151.33,50.265,32.047 -2020-11-21 20:45:00,85.88,148.344,50.265,32.047 -2020-11-21 21:00:00,83.83,148.64700000000002,45.766000000000005,32.047 -2020-11-21 21:15:00,82.44,148.033,45.766000000000005,32.047 -2020-11-21 21:30:00,81.16,146.989,45.766000000000005,32.047 -2020-11-21 21:45:00,82.28,145.325,45.766000000000005,32.047 -2020-11-21 22:00:00,77.41,140.82399999999998,45.97,32.047 -2020-11-21 22:15:00,75.61,137.806,45.97,32.047 -2020-11-21 22:30:00,72.97,134.268,45.97,32.047 -2020-11-21 22:45:00,72.35,131.268,45.97,32.047 -2020-11-21 23:00:00,69.85,128.459,40.415,32.047 -2020-11-21 23:15:00,68.87,123.02,40.415,32.047 -2020-11-21 23:30:00,66.45,120.694,40.415,32.047 -2020-11-21 23:45:00,64.91,117.774,40.415,32.047 -2020-11-22 00:00:00,62.39,98.36399999999999,36.376,32.047 -2020-11-22 00:15:00,61.59,94.28299999999999,36.376,32.047 -2020-11-22 00:30:00,60.39,95.315,36.376,32.047 -2020-11-22 00:45:00,59.43,97.46,36.376,32.047 -2020-11-22 01:00:00,60.22,99.115,32.992,32.047 -2020-11-22 01:15:00,57.85,100.927,32.992,32.047 -2020-11-22 01:30:00,56.88,101.039,32.992,32.047 -2020-11-22 01:45:00,56.3,101.34299999999999,32.992,32.047 -2020-11-22 02:00:00,55.45,102.54299999999999,32.327,32.047 -2020-11-22 02:15:00,55.69,102.346,32.327,32.047 -2020-11-22 02:30:00,55.72,102.307,32.327,32.047 -2020-11-22 02:45:00,55.6,104.40899999999999,32.327,32.047 -2020-11-22 03:00:00,55.22,106.87299999999999,31.169,32.047 -2020-11-22 03:15:00,55.28,106.764,31.169,32.047 -2020-11-22 03:30:00,55.5,108.458,31.169,32.047 -2020-11-22 03:45:00,55.87,109.579,31.169,32.047 -2020-11-22 04:00:00,55.68,119.53,30.796,32.047 -2020-11-22 04:15:00,56.25,128.539,30.796,32.047 -2020-11-22 04:30:00,56.7,128.373,30.796,32.047 -2020-11-22 04:45:00,57.4,129.07399999999998,30.796,32.047 -2020-11-22 05:00:00,57.89,144.434,30.848000000000003,32.047 -2020-11-22 05:15:00,58.33,155.689,30.848000000000003,32.047 -2020-11-22 05:30:00,58.4,152.545,30.848000000000003,32.047 -2020-11-22 05:45:00,58.91,148.976,30.848000000000003,32.047 -2020-11-22 06:00:00,60.42,162.407,31.166,32.047 -2020-11-22 06:15:00,61.02,180.342,31.166,32.047 -2020-11-22 06:30:00,61.68,174.887,31.166,32.047 -2020-11-22 06:45:00,63.19,168.197,31.166,32.047 -2020-11-22 07:00:00,66.58,167.417,33.527,32.047 -2020-11-22 07:15:00,67.92,170.138,33.527,32.047 -2020-11-22 07:30:00,68.4,172.968,33.527,32.047 -2020-11-22 07:45:00,70.27,175.56599999999997,33.527,32.047 -2020-11-22 08:00:00,73.27,178.896,36.616,32.047 -2020-11-22 08:15:00,74.74,181.408,36.616,32.047 -2020-11-22 08:30:00,76.33,183.252,36.616,32.047 -2020-11-22 08:45:00,76.44,183.30700000000002,36.616,32.047 -2020-11-22 09:00:00,77.09,179.15400000000002,37.857,32.047 -2020-11-22 09:15:00,78.76,177.422,37.857,32.047 -2020-11-22 09:30:00,79.57,175.412,37.857,32.047 -2020-11-22 09:45:00,79.12,173.343,37.857,32.047 -2020-11-22 10:00:00,78.1,172.08700000000002,36.319,32.047 -2020-11-22 10:15:00,80.56,169.87400000000002,36.319,32.047 -2020-11-22 10:30:00,83.15,168.53900000000002,36.319,32.047 -2020-11-22 10:45:00,84.7,166.643,36.319,32.047 -2020-11-22 11:00:00,85.59,165.68099999999998,37.236999999999995,32.047 -2020-11-22 11:15:00,87.48,163.744,37.236999999999995,32.047 -2020-11-22 11:30:00,89.9,163.045,37.236999999999995,32.047 -2020-11-22 11:45:00,94.79,162.2,37.236999999999995,32.047 -2020-11-22 12:00:00,90.94,156.726,34.871,32.047 -2020-11-22 12:15:00,89.01,155.812,34.871,32.047 -2020-11-22 12:30:00,86.85,155.20600000000002,34.871,32.047 -2020-11-22 12:45:00,85.53,154.701,34.871,32.047 -2020-11-22 13:00:00,81.64,153.731,29.738000000000003,32.047 -2020-11-22 13:15:00,78.73,154.57,29.738000000000003,32.047 -2020-11-22 13:30:00,78.52,153.511,29.738000000000003,32.047 -2020-11-22 13:45:00,76.68,153.241,29.738000000000003,32.047 -2020-11-22 14:00:00,76.68,153.178,27.333000000000002,32.047 -2020-11-22 14:15:00,75.93,153.518,27.333000000000002,32.047 -2020-11-22 14:30:00,75.96,153.26,27.333000000000002,32.047 -2020-11-22 14:45:00,75.98,152.963,27.333000000000002,32.047 -2020-11-22 15:00:00,80.48,151.885,28.232,32.047 -2020-11-22 15:15:00,77.4,153.216,28.232,32.047 -2020-11-22 15:30:00,79.06,154.611,28.232,32.047 -2020-11-22 15:45:00,81.3,156.118,28.232,32.047 -2020-11-22 16:00:00,84.0,159.056,32.815,32.047 -2020-11-22 16:15:00,86.71,160.746,32.815,32.047 -2020-11-22 16:30:00,91.42,162.487,32.815,32.047 -2020-11-22 16:45:00,94.2,163.279,32.815,32.047 -2020-11-22 17:00:00,97.01,166.412,43.068999999999996,32.047 -2020-11-22 17:15:00,99.13,167.55599999999998,43.068999999999996,32.047 -2020-11-22 17:30:00,106.82,167.94099999999997,43.068999999999996,32.047 -2020-11-22 17:45:00,108.43,168.998,43.068999999999996,32.047 -2020-11-22 18:00:00,106.98,170.72,50.498999999999995,32.047 -2020-11-22 18:15:00,102.7,172.16400000000002,50.498999999999995,32.047 -2020-11-22 18:30:00,103.87,170.24900000000002,50.498999999999995,32.047 -2020-11-22 18:45:00,101.15,169.312,50.498999999999995,32.047 -2020-11-22 19:00:00,101.38,172.34799999999998,53.481,32.047 -2020-11-22 19:15:00,97.91,170.38400000000001,53.481,32.047 -2020-11-22 19:30:00,97.08,169.269,53.481,32.047 -2020-11-22 19:45:00,94.87,166.83,53.481,32.047 -2020-11-22 20:00:00,100.26,165.14700000000002,51.687,32.047 -2020-11-22 20:15:00,100.16,162.92600000000002,51.687,32.047 -2020-11-22 20:30:00,97.79,160.846,51.687,32.047 -2020-11-22 20:45:00,89.12,156.549,51.687,32.047 -2020-11-22 21:00:00,89.33,154.567,47.674,32.047 -2020-11-22 21:15:00,90.04,153.346,47.674,32.047 -2020-11-22 21:30:00,87.6,152.453,47.674,32.047 -2020-11-22 21:45:00,87.83,150.965,47.674,32.047 -2020-11-22 22:00:00,86.54,145.78,48.178000000000004,32.047 -2020-11-22 22:15:00,87.22,141.814,48.178000000000004,32.047 -2020-11-22 22:30:00,85.35,135.501,48.178000000000004,32.047 -2020-11-22 22:45:00,86.7,131.559,48.178000000000004,32.047 -2020-11-22 23:00:00,87.2,126.255,42.553999999999995,32.047 -2020-11-22 23:15:00,88.4,122.626,42.553999999999995,32.047 -2020-11-22 23:30:00,84.48,120.92200000000001,42.553999999999995,32.047 -2020-11-22 23:45:00,81.66,118.785,42.553999999999995,32.047 -2020-11-23 00:00:00,81.01,102.585,37.177,32.225 -2020-11-23 00:15:00,80.79,101.152,37.177,32.225 -2020-11-23 00:30:00,79.11,102.22200000000001,37.177,32.225 -2020-11-23 00:45:00,74.45,103.821,37.177,32.225 -2020-11-23 01:00:00,77.84,105.58,35.358000000000004,32.225 -2020-11-23 01:15:00,77.83,106.954,35.358000000000004,32.225 -2020-11-23 01:30:00,77.76,107.191,35.358000000000004,32.225 -2020-11-23 01:45:00,72.18,107.56299999999999,35.358000000000004,32.225 -2020-11-23 02:00:00,77.53,108.836,35.03,32.225 -2020-11-23 02:15:00,77.99,109.693,35.03,32.225 -2020-11-23 02:30:00,77.7,109.962,35.03,32.225 -2020-11-23 02:45:00,71.51,111.509,35.03,32.225 -2020-11-23 03:00:00,77.86,115.11200000000001,34.394,32.225 -2020-11-23 03:15:00,77.98,116.559,34.394,32.225 -2020-11-23 03:30:00,79.9,118.154,34.394,32.225 -2020-11-23 03:45:00,76.4,118.714,34.394,32.225 -2020-11-23 04:00:00,75.65,132.888,34.421,32.225 -2020-11-23 04:15:00,75.21,145.955,34.421,32.225 -2020-11-23 04:30:00,80.58,147.53,34.421,32.225 -2020-11-23 04:45:00,86.22,148.444,34.421,32.225 -2020-11-23 05:00:00,89.91,178.38099999999997,39.435,32.225 -2020-11-23 05:15:00,93.08,208.532,39.435,32.225 -2020-11-23 05:30:00,91.38,205.338,39.435,32.225 -2020-11-23 05:45:00,101.04,196.43599999999998,39.435,32.225 -2020-11-23 06:00:00,111.88,192.929,55.685,32.225 -2020-11-23 06:15:00,119.66,196.643,55.685,32.225 -2020-11-23 06:30:00,117.56,198.74,55.685,32.225 -2020-11-23 06:45:00,126.52,200.50099999999998,55.685,32.225 -2020-11-23 07:00:00,127.0,201.90599999999998,66.837,32.225 -2020-11-23 07:15:00,130.33,206.11599999999999,66.837,32.225 -2020-11-23 07:30:00,133.16,208.145,66.837,32.225 -2020-11-23 07:45:00,134.79,208.628,66.837,32.225 -2020-11-23 08:00:00,135.1,207.56599999999997,72.217,32.225 -2020-11-23 08:15:00,134.95,208.025,72.217,32.225 -2020-11-23 08:30:00,135.26,206.227,72.217,32.225 -2020-11-23 08:45:00,135.33,203.44,72.217,32.225 -2020-11-23 09:00:00,137.24,198.29,66.117,32.225 -2020-11-23 09:15:00,141.14,193.26,66.117,32.225 -2020-11-23 09:30:00,142.69,190.23,66.117,32.225 -2020-11-23 09:45:00,142.86,188.003,66.117,32.225 -2020-11-23 10:00:00,143.04,185.90900000000002,62.1,32.225 -2020-11-23 10:15:00,143.04,183.359,62.1,32.225 -2020-11-23 10:30:00,143.62,181.167,62.1,32.225 -2020-11-23 10:45:00,139.51,179.63299999999998,62.1,32.225 -2020-11-23 11:00:00,144.08,176.495,60.021,32.225 -2020-11-23 11:15:00,159.0,176.148,60.021,32.225 -2020-11-23 11:30:00,160.47,176.75799999999998,60.021,32.225 -2020-11-23 11:45:00,160.25,175.63299999999998,60.021,32.225 -2020-11-23 12:00:00,147.32,171.385,56.75899999999999,32.225 -2020-11-23 12:15:00,145.08,170.497,56.75899999999999,32.225 -2020-11-23 12:30:00,148.09,169.957,56.75899999999999,32.225 -2020-11-23 12:45:00,145.6,170.778,56.75899999999999,32.225 -2020-11-23 13:00:00,143.46,170.442,56.04600000000001,32.225 -2020-11-23 13:15:00,142.41,169.93900000000002,56.04600000000001,32.225 -2020-11-23 13:30:00,140.37,168.447,56.04600000000001,32.225 -2020-11-23 13:45:00,135.08,168.343,56.04600000000001,32.225 -2020-11-23 14:00:00,135.61,167.577,55.475,32.225 -2020-11-23 14:15:00,135.86,167.467,55.475,32.225 -2020-11-23 14:30:00,135.91,166.745,55.475,32.225 -2020-11-23 14:45:00,136.54,166.763,55.475,32.225 -2020-11-23 15:00:00,136.12,167.21400000000003,57.048,32.225 -2020-11-23 15:15:00,135.68,167.205,57.048,32.225 -2020-11-23 15:30:00,135.08,168.033,57.048,32.225 -2020-11-23 15:45:00,135.81,169.081,57.048,32.225 -2020-11-23 16:00:00,136.9,172.327,59.06,32.225 -2020-11-23 16:15:00,137.68,173.388,59.06,32.225 -2020-11-23 16:30:00,139.13,174.18400000000003,59.06,32.225 -2020-11-23 16:45:00,141.15,173.987,59.06,32.225 -2020-11-23 17:00:00,155.46,176.75400000000002,65.419,32.225 -2020-11-23 17:15:00,157.73,177.153,65.419,32.225 -2020-11-23 17:30:00,158.42,177.005,65.419,32.225 -2020-11-23 17:45:00,145.53,176.706,65.419,32.225 -2020-11-23 18:00:00,137.98,178.655,69.345,32.225 -2020-11-23 18:15:00,139.34,177.84,69.345,32.225 -2020-11-23 18:30:00,138.47,176.386,69.345,32.225 -2020-11-23 18:45:00,139.68,176.57299999999998,69.345,32.225 -2020-11-23 19:00:00,137.89,178.16,73.825,32.225 -2020-11-23 19:15:00,134.19,175.365,73.825,32.225 -2020-11-23 19:30:00,131.82,174.611,73.825,32.225 -2020-11-23 19:45:00,129.59,171.31599999999997,73.825,32.225 -2020-11-23 20:00:00,125.6,167.36900000000003,64.027,32.225 -2020-11-23 20:15:00,119.28,163.202,64.027,32.225 -2020-11-23 20:30:00,122.12,159.554,64.027,32.225 -2020-11-23 20:45:00,121.81,156.717,64.027,32.225 -2020-11-23 21:00:00,118.81,155.09,57.952,32.225 -2020-11-23 21:15:00,109.73,152.90200000000002,57.952,32.225 -2020-11-23 21:30:00,108.05,151.36,57.952,32.225 -2020-11-23 21:45:00,106.57,149.395,57.952,32.225 -2020-11-23 22:00:00,105.12,141.372,53.031000000000006,32.225 -2020-11-23 22:15:00,106.96,136.566,53.031000000000006,32.225 -2020-11-23 22:30:00,104.93,121.29,53.031000000000006,32.225 -2020-11-23 22:45:00,101.2,113.13799999999999,53.031000000000006,32.225 -2020-11-23 23:00:00,92.0,108.491,45.085,32.225 -2020-11-23 23:15:00,94.85,106.9,45.085,32.225 -2020-11-23 23:30:00,94.19,107.60799999999999,45.085,32.225 -2020-11-23 23:45:00,91.56,107.67299999999999,45.085,32.225 -2020-11-24 00:00:00,86.66,101.96,42.843,32.225 -2020-11-24 00:15:00,81.99,101.87299999999999,42.843,32.225 -2020-11-24 00:30:00,80.81,102.262,42.843,32.225 -2020-11-24 00:45:00,83.16,103.147,42.843,32.225 -2020-11-24 01:00:00,86.21,104.68,41.542,32.225 -2020-11-24 01:15:00,86.93,105.70100000000001,41.542,32.225 -2020-11-24 01:30:00,83.03,106.073,41.542,32.225 -2020-11-24 01:45:00,80.91,106.603,41.542,32.225 -2020-11-24 02:00:00,80.28,107.804,40.19,32.225 -2020-11-24 02:15:00,85.04,108.777,40.19,32.225 -2020-11-24 02:30:00,80.94,108.46600000000001,40.19,32.225 -2020-11-24 02:45:00,83.11,110.08,40.19,32.225 -2020-11-24 03:00:00,82.33,112.54700000000001,39.626,32.225 -2020-11-24 03:15:00,81.11,113.471,39.626,32.225 -2020-11-24 03:30:00,80.6,115.473,39.626,32.225 -2020-11-24 03:45:00,81.65,115.988,39.626,32.225 -2020-11-24 04:00:00,89.16,129.751,40.196999999999996,32.225 -2020-11-24 04:15:00,89.98,142.534,40.196999999999996,32.225 -2020-11-24 04:30:00,91.48,143.811,40.196999999999996,32.225 -2020-11-24 04:45:00,88.32,145.847,40.196999999999996,32.225 -2020-11-24 05:00:00,95.04,180.31,43.378,32.225 -2020-11-24 05:15:00,100.05,210.38299999999998,43.378,32.225 -2020-11-24 05:30:00,105.49,205.94099999999997,43.378,32.225 -2020-11-24 05:45:00,104.35,196.915,43.378,32.225 -2020-11-24 06:00:00,111.75,192.609,55.691,32.225 -2020-11-24 06:15:00,115.57,197.745,55.691,32.225 -2020-11-24 06:30:00,120.7,199.278,55.691,32.225 -2020-11-24 06:45:00,125.63,200.59400000000002,55.691,32.225 -2020-11-24 07:00:00,131.53,201.87,65.567,32.225 -2020-11-24 07:15:00,134.38,205.908,65.567,32.225 -2020-11-24 07:30:00,135.59,207.489,65.567,32.225 -2020-11-24 07:45:00,136.05,207.987,65.567,32.225 -2020-11-24 08:00:00,133.21,207.02200000000002,73.001,32.225 -2020-11-24 08:15:00,132.47,206.514,73.001,32.225 -2020-11-24 08:30:00,131.85,204.61,73.001,32.225 -2020-11-24 08:45:00,132.0,201.40599999999998,73.001,32.225 -2020-11-24 09:00:00,133.22,195.56900000000002,67.08800000000001,32.225 -2020-11-24 09:15:00,134.13,191.907,67.08800000000001,32.225 -2020-11-24 09:30:00,136.8,189.577,67.08800000000001,32.225 -2020-11-24 09:45:00,138.03,187.364,67.08800000000001,32.225 -2020-11-24 10:00:00,143.53,184.52599999999998,62.803000000000004,32.225 -2020-11-24 10:15:00,143.26,181.0,62.803000000000004,32.225 -2020-11-24 10:30:00,144.11,178.94400000000002,62.803000000000004,32.225 -2020-11-24 10:45:00,142.0,177.80599999999998,62.803000000000004,32.225 -2020-11-24 11:00:00,145.32,175.952,60.155,32.225 -2020-11-24 11:15:00,159.14,175.36,60.155,32.225 -2020-11-24 11:30:00,159.74,174.77200000000002,60.155,32.225 -2020-11-24 11:45:00,158.94,174.179,60.155,32.225 -2020-11-24 12:00:00,144.91,168.69400000000002,56.845,32.225 -2020-11-24 12:15:00,143.79,167.502,56.845,32.225 -2020-11-24 12:30:00,144.9,167.753,56.845,32.225 -2020-11-24 12:45:00,148.31,168.429,56.845,32.225 -2020-11-24 13:00:00,143.29,167.641,56.163000000000004,32.225 -2020-11-24 13:15:00,142.71,167.11900000000003,56.163000000000004,32.225 -2020-11-24 13:30:00,138.34,166.644,56.163000000000004,32.225 -2020-11-24 13:45:00,137.62,166.546,56.163000000000004,32.225 -2020-11-24 14:00:00,137.28,166.058,55.934,32.225 -2020-11-24 14:15:00,136.5,166.065,55.934,32.225 -2020-11-24 14:30:00,136.48,165.97799999999998,55.934,32.225 -2020-11-24 14:45:00,135.39,165.81,55.934,32.225 -2020-11-24 15:00:00,134.87,165.862,57.43899999999999,32.225 -2020-11-24 15:15:00,134.85,166.291,57.43899999999999,32.225 -2020-11-24 15:30:00,135.23,167.31599999999997,57.43899999999999,32.225 -2020-11-24 15:45:00,134.55,168.06900000000002,57.43899999999999,32.225 -2020-11-24 16:00:00,136.4,171.49900000000002,59.968999999999994,32.225 -2020-11-24 16:15:00,141.88,173.015,59.968999999999994,32.225 -2020-11-24 16:30:00,145.09,174.326,59.968999999999994,32.225 -2020-11-24 16:45:00,146.27,174.53099999999998,59.968999999999994,32.225 -2020-11-24 17:00:00,147.1,177.77900000000002,67.428,32.225 -2020-11-24 17:15:00,160.92,178.29,67.428,32.225 -2020-11-24 17:30:00,161.04,178.67,67.428,32.225 -2020-11-24 17:45:00,161.02,178.213,67.428,32.225 -2020-11-24 18:00:00,147.32,179.94099999999997,71.533,32.225 -2020-11-24 18:15:00,138.99,178.87099999999998,71.533,32.225 -2020-11-24 18:30:00,137.9,177.114,71.533,32.225 -2020-11-24 18:45:00,141.41,177.975,71.533,32.225 -2020-11-24 19:00:00,139.01,179.456,73.32300000000001,32.225 -2020-11-24 19:15:00,136.46,176.43,73.32300000000001,32.225 -2020-11-24 19:30:00,133.33,175.03799999999998,73.32300000000001,32.225 -2020-11-24 19:45:00,132.31,171.794,73.32300000000001,32.225 -2020-11-24 20:00:00,128.54,168.054,64.166,32.225 -2020-11-24 20:15:00,122.92,163.094,64.166,32.225 -2020-11-24 20:30:00,122.74,160.308,64.166,32.225 -2020-11-24 20:45:00,124.43,157.046,64.166,32.225 -2020-11-24 21:00:00,120.21,154.929,57.891999999999996,32.225 -2020-11-24 21:15:00,116.54,153.293,57.891999999999996,32.225 -2020-11-24 21:30:00,111.79,151.145,57.891999999999996,32.225 -2020-11-24 21:45:00,110.12,149.408,57.891999999999996,32.225 -2020-11-24 22:00:00,104.81,142.917,53.242,32.225 -2020-11-24 22:15:00,106.93,137.826,53.242,32.225 -2020-11-24 22:30:00,109.19,122.727,53.242,32.225 -2020-11-24 22:45:00,106.58,114.824,53.242,32.225 -2020-11-24 23:00:00,99.59,110.068,46.665,32.225 -2020-11-24 23:15:00,93.79,107.912,46.665,32.225 -2020-11-24 23:30:00,97.04,108.311,46.665,32.225 -2020-11-24 23:45:00,95.69,108.001,46.665,32.225 -2020-11-25 00:00:00,94.25,102.323,43.16,32.225 -2020-11-25 00:15:00,89.05,102.209,43.16,32.225 -2020-11-25 00:30:00,88.28,102.59700000000001,43.16,32.225 -2020-11-25 00:45:00,90.4,103.465,43.16,32.225 -2020-11-25 01:00:00,88.67,105.03299999999999,40.972,32.225 -2020-11-25 01:15:00,83.25,106.059,40.972,32.225 -2020-11-25 01:30:00,82.33,106.444,40.972,32.225 -2020-11-25 01:45:00,79.08,106.96,40.972,32.225 -2020-11-25 02:00:00,81.52,108.182,39.749,32.225 -2020-11-25 02:15:00,83.98,109.15799999999999,39.749,32.225 -2020-11-25 02:30:00,87.31,108.84299999999999,39.749,32.225 -2020-11-25 02:45:00,88.71,110.45700000000001,39.749,32.225 -2020-11-25 03:00:00,85.46,112.91,39.422,32.225 -2020-11-25 03:15:00,84.79,113.861,39.422,32.225 -2020-11-25 03:30:00,89.21,115.866,39.422,32.225 -2020-11-25 03:45:00,90.74,116.37200000000001,39.422,32.225 -2020-11-25 04:00:00,92.44,130.12,40.505,32.225 -2020-11-25 04:15:00,89.59,142.911,40.505,32.225 -2020-11-25 04:30:00,92.56,144.178,40.505,32.225 -2020-11-25 04:45:00,96.12,146.219,40.505,32.225 -2020-11-25 05:00:00,97.39,180.678,43.397,32.225 -2020-11-25 05:15:00,101.36,210.732,43.397,32.225 -2020-11-25 05:30:00,106.35,206.30599999999998,43.397,32.225 -2020-11-25 05:45:00,111.83,197.285,43.397,32.225 -2020-11-25 06:00:00,112.45,192.995,55.218,32.225 -2020-11-25 06:15:00,119.29,198.136,55.218,32.225 -2020-11-25 06:30:00,122.62,199.71200000000002,55.218,32.225 -2020-11-25 06:45:00,127.32,201.063,55.218,32.225 -2020-11-25 07:00:00,129.42,202.33900000000003,67.39,32.225 -2020-11-25 07:15:00,133.53,206.388,67.39,32.225 -2020-11-25 07:30:00,133.46,207.983,67.39,32.225 -2020-11-25 07:45:00,133.22,208.485,67.39,32.225 -2020-11-25 08:00:00,134.72,207.533,74.345,32.225 -2020-11-25 08:15:00,134.93,207.014,74.345,32.225 -2020-11-25 08:30:00,133.18,205.128,74.345,32.225 -2020-11-25 08:45:00,136.06,201.892,74.345,32.225 -2020-11-25 09:00:00,136.12,196.03400000000002,69.336,32.225 -2020-11-25 09:15:00,136.89,192.37599999999998,69.336,32.225 -2020-11-25 09:30:00,137.83,190.047,69.336,32.225 -2020-11-25 09:45:00,136.21,187.817,69.336,32.225 -2020-11-25 10:00:00,134.1,184.968,64.291,32.225 -2020-11-25 10:15:00,134.21,181.41099999999997,64.291,32.225 -2020-11-25 10:30:00,132.81,179.333,64.291,32.225 -2020-11-25 10:45:00,132.27,178.18200000000002,64.291,32.225 -2020-11-25 11:00:00,130.7,176.317,62.20399999999999,32.225 -2020-11-25 11:15:00,130.65,175.709,62.20399999999999,32.225 -2020-11-25 11:30:00,129.63,175.11900000000003,62.20399999999999,32.225 -2020-11-25 11:45:00,128.59,174.517,62.20399999999999,32.225 -2020-11-25 12:00:00,127.98,169.023,59.042,32.225 -2020-11-25 12:15:00,127.46,167.83700000000002,59.042,32.225 -2020-11-25 12:30:00,129.41,168.113,59.042,32.225 -2020-11-25 12:45:00,127.0,168.794,59.042,32.225 -2020-11-25 13:00:00,126.51,167.97,57.907,32.225 -2020-11-25 13:15:00,126.11,167.454,57.907,32.225 -2020-11-25 13:30:00,126.17,166.975,57.907,32.225 -2020-11-25 13:45:00,126.16,166.868,57.907,32.225 -2020-11-25 14:00:00,128.27,166.345,58.358000000000004,32.225 -2020-11-25 14:15:00,129.25,166.362,58.358000000000004,32.225 -2020-11-25 14:30:00,129.64,166.30700000000002,58.358000000000004,32.225 -2020-11-25 14:45:00,130.02,166.146,58.358000000000004,32.225 -2020-11-25 15:00:00,131.43,166.205,59.348,32.225 -2020-11-25 15:15:00,133.51,166.64,59.348,32.225 -2020-11-25 15:30:00,133.44,167.696,59.348,32.225 -2020-11-25 15:45:00,134.78,168.456,59.348,32.225 -2020-11-25 16:00:00,136.6,171.878,61.413999999999994,32.225 -2020-11-25 16:15:00,139.28,173.418,61.413999999999994,32.225 -2020-11-25 16:30:00,143.76,174.731,61.413999999999994,32.225 -2020-11-25 16:45:00,145.53,174.976,61.413999999999994,32.225 -2020-11-25 17:00:00,146.91,178.197,67.107,32.225 -2020-11-25 17:15:00,147.41,178.731,67.107,32.225 -2020-11-25 17:30:00,147.84,179.12099999999998,67.107,32.225 -2020-11-25 17:45:00,147.01,178.673,67.107,32.225 -2020-11-25 18:00:00,144.4,180.41400000000002,71.92,32.225 -2020-11-25 18:15:00,143.14,179.304,71.92,32.225 -2020-11-25 18:30:00,141.88,177.55700000000002,71.92,32.225 -2020-11-25 18:45:00,142.19,178.42,71.92,32.225 -2020-11-25 19:00:00,141.09,179.89700000000002,75.09,32.225 -2020-11-25 19:15:00,137.11,176.861,75.09,32.225 -2020-11-25 19:30:00,134.84,175.452,75.09,32.225 -2020-11-25 19:45:00,133.69,172.17700000000002,75.09,32.225 -2020-11-25 20:00:00,130.33,168.446,65.977,32.225 -2020-11-25 20:15:00,122.19,163.476,65.977,32.225 -2020-11-25 20:30:00,123.02,160.661,65.977,32.225 -2020-11-25 20:45:00,124.89,157.409,65.977,32.225 -2020-11-25 21:00:00,121.48,155.282,58.798,32.225 -2020-11-25 21:15:00,116.62,153.631,58.798,32.225 -2020-11-25 21:30:00,108.88,151.487,58.798,32.225 -2020-11-25 21:45:00,109.31,149.749,58.798,32.225 -2020-11-25 22:00:00,105.77,143.263,54.486000000000004,32.225 -2020-11-25 22:15:00,109.26,138.168,54.486000000000004,32.225 -2020-11-25 22:30:00,106.25,123.12200000000001,54.486000000000004,32.225 -2020-11-25 22:45:00,104.95,115.227,54.486000000000004,32.225 -2020-11-25 23:00:00,95.13,110.454,47.783,32.225 -2020-11-25 23:15:00,98.94,108.286,47.783,32.225 -2020-11-25 23:30:00,97.56,108.693,47.783,32.225 -2020-11-25 23:45:00,94.42,108.366,47.783,32.225 -2020-11-26 00:00:00,86.96,102.682,43.88,32.225 -2020-11-26 00:15:00,83.82,102.54,43.88,32.225 -2020-11-26 00:30:00,85.5,102.928,43.88,32.225 -2020-11-26 00:45:00,88.72,103.77799999999999,43.88,32.225 -2020-11-26 01:00:00,88.89,105.38,42.242,32.225 -2020-11-26 01:15:00,85.06,106.413,42.242,32.225 -2020-11-26 01:30:00,83.57,106.809,42.242,32.225 -2020-11-26 01:45:00,85.67,107.31299999999999,42.242,32.225 -2020-11-26 02:00:00,86.12,108.552,40.918,32.225 -2020-11-26 02:15:00,83.43,109.53299999999999,40.918,32.225 -2020-11-26 02:30:00,83.05,109.21600000000001,40.918,32.225 -2020-11-26 02:45:00,85.0,110.82700000000001,40.918,32.225 -2020-11-26 03:00:00,85.05,113.26700000000001,40.411,32.225 -2020-11-26 03:15:00,83.54,114.24600000000001,40.411,32.225 -2020-11-26 03:30:00,84.59,116.25299999999999,40.411,32.225 -2020-11-26 03:45:00,88.11,116.75299999999999,40.411,32.225 -2020-11-26 04:00:00,89.54,130.483,41.246,32.225 -2020-11-26 04:15:00,86.6,143.284,41.246,32.225 -2020-11-26 04:30:00,88.88,144.537,41.246,32.225 -2020-11-26 04:45:00,93.86,146.585,41.246,32.225 -2020-11-26 05:00:00,97.17,181.04,44.533,32.225 -2020-11-26 05:15:00,98.12,211.076,44.533,32.225 -2020-11-26 05:30:00,99.16,206.66400000000002,44.533,32.225 -2020-11-26 05:45:00,105.0,197.649,44.533,32.225 -2020-11-26 06:00:00,117.69,193.375,55.005,32.225 -2020-11-26 06:15:00,124.77,198.52,55.005,32.225 -2020-11-26 06:30:00,126.33,200.138,55.005,32.225 -2020-11-26 06:45:00,125.77,201.525,55.005,32.225 -2020-11-26 07:00:00,130.95,202.803,64.597,32.225 -2020-11-26 07:15:00,134.46,206.86,64.597,32.225 -2020-11-26 07:30:00,133.78,208.47,64.597,32.225 -2020-11-26 07:45:00,135.55,208.97400000000002,64.597,32.225 -2020-11-26 08:00:00,136.97,208.035,71.71600000000001,32.225 -2020-11-26 08:15:00,136.62,207.50400000000002,71.71600000000001,32.225 -2020-11-26 08:30:00,135.96,205.636,71.71600000000001,32.225 -2020-11-26 08:45:00,134.99,202.37,71.71600000000001,32.225 -2020-11-26 09:00:00,134.73,196.488,66.51899999999999,32.225 -2020-11-26 09:15:00,134.01,192.83599999999998,66.51899999999999,32.225 -2020-11-26 09:30:00,134.51,190.507,66.51899999999999,32.225 -2020-11-26 09:45:00,133.76,188.261,66.51899999999999,32.225 -2020-11-26 10:00:00,133.11,185.40099999999998,63.04,32.225 -2020-11-26 10:15:00,133.63,181.81599999999997,63.04,32.225 -2020-11-26 10:30:00,132.09,179.71400000000003,63.04,32.225 -2020-11-26 10:45:00,131.91,178.551,63.04,32.225 -2020-11-26 11:00:00,130.31,176.675,60.998000000000005,32.225 -2020-11-26 11:15:00,129.82,176.05,60.998000000000005,32.225 -2020-11-26 11:30:00,129.38,175.459,60.998000000000005,32.225 -2020-11-26 11:45:00,129.19,174.84900000000002,60.998000000000005,32.225 -2020-11-26 12:00:00,129.43,169.345,58.27,32.225 -2020-11-26 12:15:00,129.92,168.167,58.27,32.225 -2020-11-26 12:30:00,130.77,168.467,58.27,32.225 -2020-11-26 12:45:00,128.99,169.15200000000002,58.27,32.225 -2020-11-26 13:00:00,127.51,168.292,57.196000000000005,32.225 -2020-11-26 13:15:00,127.43,167.783,57.196000000000005,32.225 -2020-11-26 13:30:00,128.14,167.3,57.196000000000005,32.225 -2020-11-26 13:45:00,128.96,167.18400000000003,57.196000000000005,32.225 -2020-11-26 14:00:00,131.54,166.625,57.38399999999999,32.225 -2020-11-26 14:15:00,132.48,166.65400000000002,57.38399999999999,32.225 -2020-11-26 14:30:00,133.07,166.63,57.38399999999999,32.225 -2020-11-26 14:45:00,134.6,166.475,57.38399999999999,32.225 -2020-11-26 15:00:00,135.57,166.542,58.647,32.225 -2020-11-26 15:15:00,134.79,166.982,58.647,32.225 -2020-11-26 15:30:00,133.95,168.06900000000002,58.647,32.225 -2020-11-26 15:45:00,134.77,168.833,58.647,32.225 -2020-11-26 16:00:00,135.09,172.248,60.083999999999996,32.225 -2020-11-26 16:15:00,139.08,173.813,60.083999999999996,32.225 -2020-11-26 16:30:00,142.52,175.12900000000002,60.083999999999996,32.225 -2020-11-26 16:45:00,144.11,175.41400000000002,60.083999999999996,32.225 -2020-11-26 17:00:00,145.11,178.605,65.85600000000001,32.225 -2020-11-26 17:15:00,145.39,179.16299999999998,65.85600000000001,32.225 -2020-11-26 17:30:00,144.99,179.56400000000002,65.85600000000001,32.225 -2020-11-26 17:45:00,144.73,179.125,65.85600000000001,32.225 -2020-11-26 18:00:00,142.36,180.87900000000002,69.855,32.225 -2020-11-26 18:15:00,139.12,179.732,69.855,32.225 -2020-11-26 18:30:00,138.76,177.99200000000002,69.855,32.225 -2020-11-26 18:45:00,139.25,178.859,69.855,32.225 -2020-11-26 19:00:00,138.59,180.332,74.015,32.225 -2020-11-26 19:15:00,135.27,177.285,74.015,32.225 -2020-11-26 19:30:00,133.83,175.861,74.015,32.225 -2020-11-26 19:45:00,132.18,172.55599999999998,74.015,32.225 -2020-11-26 20:00:00,127.04,168.832,65.316,32.225 -2020-11-26 20:15:00,124.0,163.852,65.316,32.225 -2020-11-26 20:30:00,120.42,161.009,65.316,32.225 -2020-11-26 20:45:00,117.9,157.766,65.316,32.225 -2020-11-26 21:00:00,116.75,155.628,58.403999999999996,32.225 -2020-11-26 21:15:00,114.04,153.963,58.403999999999996,32.225 -2020-11-26 21:30:00,110.09,151.82299999999998,58.403999999999996,32.225 -2020-11-26 21:45:00,106.75,150.084,58.403999999999996,32.225 -2020-11-26 22:00:00,103.22,143.605,54.092,32.225 -2020-11-26 22:15:00,99.89,138.503,54.092,32.225 -2020-11-26 22:30:00,96.72,123.51100000000001,54.092,32.225 -2020-11-26 22:45:00,95.07,115.624,54.092,32.225 -2020-11-26 23:00:00,93.68,110.834,48.18600000000001,32.225 -2020-11-26 23:15:00,90.11,108.655,48.18600000000001,32.225 -2020-11-26 23:30:00,88.8,109.069,48.18600000000001,32.225 -2020-11-26 23:45:00,89.14,108.726,48.18600000000001,32.225 -2020-11-27 00:00:00,84.43,101.79899999999999,45.18899999999999,32.225 -2020-11-27 00:15:00,89.72,101.839,45.18899999999999,32.225 -2020-11-27 00:30:00,89.24,102.156,45.18899999999999,32.225 -2020-11-27 00:45:00,87.86,103.16,45.18899999999999,32.225 -2020-11-27 01:00:00,81.04,104.459,43.256,32.225 -2020-11-27 01:15:00,79.47,106.179,43.256,32.225 -2020-11-27 01:30:00,83.22,106.521,43.256,32.225 -2020-11-27 01:45:00,85.75,107.06,43.256,32.225 -2020-11-27 02:00:00,86.44,108.556,42.312,32.225 -2020-11-27 02:15:00,83.54,109.431,42.312,32.225 -2020-11-27 02:30:00,79.41,109.71,42.312,32.225 -2020-11-27 02:45:00,79.4,111.234,42.312,32.225 -2020-11-27 03:00:00,80.77,112.949,41.833,32.225 -2020-11-27 03:15:00,88.63,114.539,41.833,32.225 -2020-11-27 03:30:00,90.12,116.492,41.833,32.225 -2020-11-27 03:45:00,88.67,117.42200000000001,41.833,32.225 -2020-11-27 04:00:00,85.04,131.356,42.732,32.225 -2020-11-27 04:15:00,84.49,143.668,42.732,32.225 -2020-11-27 04:30:00,91.48,145.282,42.732,32.225 -2020-11-27 04:45:00,95.37,146.24,42.732,32.225 -2020-11-27 05:00:00,98.6,179.519,46.254,32.225 -2020-11-27 05:15:00,98.74,211.0,46.254,32.225 -2020-11-27 05:30:00,104.82,207.55599999999998,46.254,32.225 -2020-11-27 05:45:00,107.0,198.40900000000002,46.254,32.225 -2020-11-27 06:00:00,109.72,194.56900000000002,56.76,32.225 -2020-11-27 06:15:00,114.28,198.49099999999999,56.76,32.225 -2020-11-27 06:30:00,121.1,199.40200000000002,56.76,32.225 -2020-11-27 06:45:00,125.73,202.19099999999997,56.76,32.225 -2020-11-27 07:00:00,132.85,202.873,66.029,32.225 -2020-11-27 07:15:00,137.07,207.98,66.029,32.225 -2020-11-27 07:30:00,138.18,209.1,66.029,32.225 -2020-11-27 07:45:00,139.13,208.80700000000002,66.029,32.225 -2020-11-27 08:00:00,140.02,207.06799999999998,73.128,32.225 -2020-11-27 08:15:00,141.53,206.30599999999998,73.128,32.225 -2020-11-27 08:30:00,141.95,205.28,73.128,32.225 -2020-11-27 08:45:00,141.74,200.595,73.128,32.225 -2020-11-27 09:00:00,143.12,194.68900000000002,68.23100000000001,32.225 -2020-11-27 09:15:00,144.97,191.862,68.23100000000001,32.225 -2020-11-27 09:30:00,146.38,189.045,68.23100000000001,32.225 -2020-11-27 09:45:00,148.07,186.753,68.23100000000001,32.225 -2020-11-27 10:00:00,148.43,182.864,64.733,32.225 -2020-11-27 10:15:00,149.35,179.82,64.733,32.225 -2020-11-27 10:30:00,148.75,177.725,64.733,32.225 -2020-11-27 10:45:00,149.72,176.15099999999998,64.733,32.225 -2020-11-27 11:00:00,148.49,174.278,62.0,32.225 -2020-11-27 11:15:00,148.43,172.675,62.0,32.225 -2020-11-27 11:30:00,148.91,173.55599999999998,62.0,32.225 -2020-11-27 11:45:00,148.96,172.81900000000002,62.0,32.225 -2020-11-27 12:00:00,148.12,168.327,57.876999999999995,32.225 -2020-11-27 12:15:00,148.75,165.21900000000002,57.876999999999995,32.225 -2020-11-27 12:30:00,151.8,165.7,57.876999999999995,32.225 -2020-11-27 12:45:00,148.18,166.71200000000002,57.876999999999995,32.225 -2020-11-27 13:00:00,147.61,166.737,55.585,32.225 -2020-11-27 13:15:00,145.8,166.979,55.585,32.225 -2020-11-27 13:30:00,143.06,166.637,55.585,32.225 -2020-11-27 13:45:00,142.49,166.505,55.585,32.225 -2020-11-27 14:00:00,140.86,164.783,54.5,32.225 -2020-11-27 14:15:00,140.22,164.737,54.5,32.225 -2020-11-27 14:30:00,139.38,165.44,54.5,32.225 -2020-11-27 14:45:00,139.36,165.44400000000002,54.5,32.225 -2020-11-27 15:00:00,138.46,165.082,55.131,32.225 -2020-11-27 15:15:00,138.42,165.104,55.131,32.225 -2020-11-27 15:30:00,138.56,164.794,55.131,32.225 -2020-11-27 15:45:00,138.86,165.815,55.131,32.225 -2020-11-27 16:00:00,140.34,168.062,56.8,32.225 -2020-11-27 16:15:00,142.71,169.984,56.8,32.225 -2020-11-27 16:30:00,143.85,171.358,56.8,32.225 -2020-11-27 16:45:00,144.15,171.454,56.8,32.225 -2020-11-27 17:00:00,144.16,175.07299999999998,63.428999999999995,32.225 -2020-11-27 17:15:00,144.21,175.265,63.428999999999995,32.225 -2020-11-27 17:30:00,143.91,175.423,63.428999999999995,32.225 -2020-11-27 17:45:00,143.48,174.76,63.428999999999995,32.225 -2020-11-27 18:00:00,141.75,177.138,67.915,32.225 -2020-11-27 18:15:00,141.19,175.46099999999998,67.915,32.225 -2020-11-27 18:30:00,140.31,174.05900000000003,67.915,32.225 -2020-11-27 18:45:00,140.84,174.99200000000002,67.915,32.225 -2020-11-27 19:00:00,139.02,177.395,69.428,32.225 -2020-11-27 19:15:00,136.92,175.63299999999998,69.428,32.225 -2020-11-27 19:30:00,133.97,173.84,69.428,32.225 -2020-11-27 19:45:00,132.93,169.93900000000002,69.428,32.225 -2020-11-27 20:00:00,127.08,166.252,60.56100000000001,32.225 -2020-11-27 20:15:00,123.22,161.39700000000002,60.56100000000001,32.225 -2020-11-27 20:30:00,120.97,158.409,60.56100000000001,32.225 -2020-11-27 20:45:00,121.98,155.536,60.56100000000001,32.225 -2020-11-27 21:00:00,120.28,154.04399999999998,55.18600000000001,32.225 -2020-11-27 21:15:00,115.06,153.016,55.18600000000001,32.225 -2020-11-27 21:30:00,106.27,150.89700000000002,55.18600000000001,32.225 -2020-11-27 21:45:00,104.92,149.668,55.18600000000001,32.225 -2020-11-27 22:00:00,98.21,144.031,51.433,32.225 -2020-11-27 22:15:00,95.41,138.768,51.433,32.225 -2020-11-27 22:30:00,92.29,130.185,51.433,32.225 -2020-11-27 22:45:00,89.5,125.54,51.433,32.225 -2020-11-27 23:00:00,88.76,120.616,46.201,32.225 -2020-11-27 23:15:00,90.76,116.462,46.201,32.225 -2020-11-27 23:30:00,88.25,115.31200000000001,46.201,32.225 -2020-11-27 23:45:00,84.02,114.34899999999999,46.201,32.225 -2020-11-28 00:00:00,77.33,99.921,42.576,32.047 -2020-11-28 00:15:00,75.71,96.16,42.576,32.047 -2020-11-28 00:30:00,79.64,97.53200000000001,42.576,32.047 -2020-11-28 00:45:00,79.58,99.0,42.576,32.047 -2020-11-28 01:00:00,78.45,100.935,39.34,32.047 -2020-11-28 01:15:00,69.57,101.92299999999999,39.34,32.047 -2020-11-28 01:30:00,71.73,101.686,39.34,32.047 -2020-11-28 01:45:00,75.49,102.255,39.34,32.047 -2020-11-28 02:00:00,75.22,104.189,37.582,32.047 -2020-11-28 02:15:00,73.99,104.60799999999999,37.582,32.047 -2020-11-28 02:30:00,67.25,103.791,37.582,32.047 -2020-11-28 02:45:00,71.5,105.54299999999999,37.582,32.047 -2020-11-28 03:00:00,74.56,107.538,36.523,32.047 -2020-11-28 03:15:00,74.51,107.991,36.523,32.047 -2020-11-28 03:30:00,72.04,108.655,36.523,32.047 -2020-11-28 03:45:00,70.18,109.949,36.523,32.047 -2020-11-28 04:00:00,74.75,120.022,36.347,32.047 -2020-11-28 04:15:00,70.48,130.019,36.347,32.047 -2020-11-28 04:30:00,69.82,129.468,36.347,32.047 -2020-11-28 04:45:00,68.36,130.064,36.347,32.047 -2020-11-28 05:00:00,68.09,148.316,36.407,32.047 -2020-11-28 05:15:00,67.78,161.641,36.407,32.047 -2020-11-28 05:30:00,68.17,158.80200000000002,36.407,32.047 -2020-11-28 05:45:00,70.47,155.115,36.407,32.047 -2020-11-28 06:00:00,72.18,169.19400000000002,38.228,32.047 -2020-11-28 06:15:00,75.04,188.45,38.228,32.047 -2020-11-28 06:30:00,76.95,184.31099999999998,38.228,32.047 -2020-11-28 06:45:00,78.95,178.916,38.228,32.047 -2020-11-28 07:00:00,81.61,176.02900000000002,41.905,32.047 -2020-11-28 07:15:00,85.49,179.83700000000002,41.905,32.047 -2020-11-28 07:30:00,86.76,183.553,41.905,32.047 -2020-11-28 07:45:00,89.52,186.821,41.905,32.047 -2020-11-28 08:00:00,92.6,188.55,46.051,32.047 -2020-11-28 08:15:00,93.47,190.86,46.051,32.047 -2020-11-28 08:30:00,94.42,191.234,46.051,32.047 -2020-11-28 08:45:00,96.07,189.398,46.051,32.047 -2020-11-28 09:00:00,97.99,185.484,46.683,32.047 -2020-11-28 09:15:00,98.87,183.395,46.683,32.047 -2020-11-28 09:30:00,100.11,181.44400000000002,46.683,32.047 -2020-11-28 09:45:00,100.75,179.19799999999998,46.683,32.047 -2020-11-28 10:00:00,100.87,175.627,44.425,32.047 -2020-11-28 10:15:00,100.95,172.757,44.425,32.047 -2020-11-28 10:30:00,101.61,170.725,44.425,32.047 -2020-11-28 10:45:00,102.02,170.206,44.425,32.047 -2020-11-28 11:00:00,102.71,168.458,42.148999999999994,32.047 -2020-11-28 11:15:00,102.34,166.38299999999998,42.148999999999994,32.047 -2020-11-28 11:30:00,102.7,166.33900000000003,42.148999999999994,32.047 -2020-11-28 11:45:00,102.53,164.873,42.148999999999994,32.047 -2020-11-28 12:00:00,101.89,159.649,39.683,32.047 -2020-11-28 12:15:00,99.63,157.246,39.683,32.047 -2020-11-28 12:30:00,98.83,158.006,39.683,32.047 -2020-11-28 12:45:00,95.47,158.469,39.683,32.047 -2020-11-28 13:00:00,91.62,157.96,37.154,32.047 -2020-11-28 13:15:00,89.78,156.328,37.154,32.047 -2020-11-28 13:30:00,88.89,155.621,37.154,32.047 -2020-11-28 13:45:00,89.56,155.675,37.154,32.047 -2020-11-28 14:00:00,88.24,154.984,36.457,32.047 -2020-11-28 14:15:00,89.2,154.278,36.457,32.047 -2020-11-28 14:30:00,90.17,153.356,36.457,32.047 -2020-11-28 14:45:00,90.93,153.635,36.457,32.047 -2020-11-28 15:00:00,91.29,153.899,38.257,32.047 -2020-11-28 15:15:00,91.79,154.743,38.257,32.047 -2020-11-28 15:30:00,92.89,155.843,38.257,32.047 -2020-11-28 15:45:00,94.51,156.736,38.257,32.047 -2020-11-28 16:00:00,96.87,158.286,41.181000000000004,32.047 -2020-11-28 16:15:00,100.02,160.869,41.181000000000004,32.047 -2020-11-28 16:30:00,104.43,162.238,41.181000000000004,32.047 -2020-11-28 16:45:00,105.58,163.142,41.181000000000004,32.047 -2020-11-28 17:00:00,107.55,166.046,46.806000000000004,32.047 -2020-11-28 17:15:00,108.65,167.36599999999999,46.806000000000004,32.047 -2020-11-28 17:30:00,109.6,167.429,46.806000000000004,32.047 -2020-11-28 17:45:00,109.96,166.5,46.806000000000004,32.047 -2020-11-28 18:00:00,110.46,168.673,52.073,32.047 -2020-11-28 18:15:00,109.84,168.799,52.073,32.047 -2020-11-28 18:30:00,109.58,168.78900000000002,52.073,32.047 -2020-11-28 18:45:00,109.05,166.24200000000002,52.073,32.047 -2020-11-28 19:00:00,106.97,169.187,53.608000000000004,32.047 -2020-11-28 19:15:00,105.88,166.82299999999998,53.608000000000004,32.047 -2020-11-28 19:30:00,104.51,165.793,53.608000000000004,32.047 -2020-11-28 19:45:00,103.77,161.985,53.608000000000004,32.047 -2020-11-28 20:00:00,99.85,160.374,50.265,32.047 -2020-11-28 20:15:00,95.69,157.26,50.265,32.047 -2020-11-28 20:30:00,93.1,153.798,50.265,32.047 -2020-11-28 20:45:00,91.53,150.88299999999998,50.265,32.047 -2020-11-28 21:00:00,89.7,151.108,45.766000000000005,32.047 -2020-11-28 21:15:00,87.06,150.393,45.766000000000005,32.047 -2020-11-28 21:30:00,85.08,149.381,45.766000000000005,32.047 -2020-11-28 21:45:00,84.12,147.709,45.766000000000005,32.047 -2020-11-28 22:00:00,82.85,143.25,45.97,32.047 -2020-11-28 22:15:00,80.31,140.19299999999998,45.97,32.047 -2020-11-28 22:30:00,77.52,137.02700000000002,45.97,32.047 -2020-11-28 22:45:00,75.91,134.08100000000002,45.97,32.047 -2020-11-28 23:00:00,73.58,131.162,40.415,32.047 -2020-11-28 23:15:00,72.14,125.635,40.415,32.047 -2020-11-28 23:30:00,69.33,123.365,40.415,32.047 -2020-11-28 23:45:00,66.87,120.325,40.415,32.047 -2020-11-29 00:00:00,64.94,100.87299999999999,36.376,32.047 -2020-11-29 00:15:00,62.98,96.604,36.376,32.047 -2020-11-29 00:30:00,61.95,97.626,36.376,32.047 -2020-11-29 00:45:00,60.96,99.65100000000001,36.376,32.047 -2020-11-29 01:00:00,59.8,101.545,32.992,32.047 -2020-11-29 01:15:00,59.26,103.4,32.992,32.047 -2020-11-29 01:30:00,58.37,103.59,32.992,32.047 -2020-11-29 01:45:00,57.51,103.811,32.992,32.047 -2020-11-29 02:00:00,57.27,105.13799999999999,32.327,32.047 -2020-11-29 02:15:00,56.22,104.96799999999999,32.327,32.047 -2020-11-29 02:30:00,55.73,104.90899999999999,32.327,32.047 -2020-11-29 02:45:00,55.26,106.99799999999999,32.327,32.047 -2020-11-29 03:00:00,54.75,109.369,31.169,32.047 -2020-11-29 03:15:00,55.27,109.456,31.169,32.047 -2020-11-29 03:30:00,55.26,111.166,31.169,32.047 -2020-11-29 03:45:00,55.47,112.23700000000001,31.169,32.047 -2020-11-29 04:00:00,56.47,122.075,30.796,32.047 -2020-11-29 04:15:00,56.6,131.143,30.796,32.047 -2020-11-29 04:30:00,56.82,130.894,30.796,32.047 -2020-11-29 04:45:00,57.66,131.634,30.796,32.047 -2020-11-29 05:00:00,58.4,146.967,30.848000000000003,32.047 -2020-11-29 05:15:00,59.09,158.09799999999998,30.848000000000003,32.047 -2020-11-29 05:30:00,59.43,155.056,30.848000000000003,32.047 -2020-11-29 05:45:00,60.08,151.525,30.848000000000003,32.047 -2020-11-29 06:00:00,61.05,165.06400000000002,31.166,32.047 -2020-11-29 06:15:00,61.8,183.03400000000002,31.166,32.047 -2020-11-29 06:30:00,62.33,177.872,31.166,32.047 -2020-11-29 06:45:00,64.49,171.43099999999998,31.166,32.047 -2020-11-29 07:00:00,66.6,170.65900000000002,33.527,32.047 -2020-11-29 07:15:00,68.82,173.44400000000002,33.527,32.047 -2020-11-29 07:30:00,70.6,176.37099999999998,33.527,32.047 -2020-11-29 07:45:00,72.8,178.989,33.527,32.047 -2020-11-29 08:00:00,75.93,182.40900000000002,36.616,32.047 -2020-11-29 08:15:00,78.15,184.84400000000002,36.616,32.047 -2020-11-29 08:30:00,79.59,186.805,36.616,32.047 -2020-11-29 08:45:00,81.98,186.64700000000002,36.616,32.047 -2020-11-29 09:00:00,83.56,182.33700000000002,37.857,32.047 -2020-11-29 09:15:00,85.67,180.64,37.857,32.047 -2020-11-29 09:30:00,86.37,178.63299999999998,37.857,32.047 -2020-11-29 09:45:00,87.65,176.449,37.857,32.047 -2020-11-29 10:00:00,88.71,175.118,36.319,32.047 -2020-11-29 10:15:00,89.33,172.702,36.319,32.047 -2020-11-29 10:30:00,89.75,171.203,36.319,32.047 -2020-11-29 10:45:00,91.28,169.226,36.319,32.047 -2020-11-29 11:00:00,94.21,168.18400000000003,37.236999999999995,32.047 -2020-11-29 11:15:00,98.71,166.132,37.236999999999995,32.047 -2020-11-29 11:30:00,100.96,165.42700000000002,37.236999999999995,32.047 -2020-11-29 11:45:00,103.01,164.52,37.236999999999995,32.047 -2020-11-29 12:00:00,100.88,158.976,34.871,32.047 -2020-11-29 12:15:00,98.94,158.11700000000002,34.871,32.047 -2020-11-29 12:30:00,96.38,157.68,34.871,32.047 -2020-11-29 12:45:00,94.52,157.204,34.871,32.047 -2020-11-29 13:00:00,94.12,155.987,29.738000000000003,32.047 -2020-11-29 13:15:00,92.16,156.864,29.738000000000003,32.047 -2020-11-29 13:30:00,90.98,155.782,29.738000000000003,32.047 -2020-11-29 13:45:00,89.74,155.44899999999998,29.738000000000003,32.047 -2020-11-29 14:00:00,89.32,155.141,27.333000000000002,32.047 -2020-11-29 14:15:00,88.36,155.555,27.333000000000002,32.047 -2020-11-29 14:30:00,90.19,155.519,27.333000000000002,32.047 -2020-11-29 14:45:00,90.43,155.267,27.333000000000002,32.047 -2020-11-29 15:00:00,89.89,154.24200000000002,28.232,32.047 -2020-11-29 15:15:00,90.56,155.61,28.232,32.047 -2020-11-29 15:30:00,91.22,157.219,28.232,32.047 -2020-11-29 15:45:00,92.39,158.764,28.232,32.047 -2020-11-29 16:00:00,95.42,161.649,32.815,32.047 -2020-11-29 16:15:00,96.9,163.506,32.815,32.047 -2020-11-29 16:30:00,98.92,165.269,32.815,32.047 -2020-11-29 16:45:00,101.02,166.33900000000003,32.815,32.047 -2020-11-29 17:00:00,102.53,169.273,43.068999999999996,32.047 -2020-11-29 17:15:00,104.58,170.584,43.068999999999996,32.047 -2020-11-29 17:30:00,105.89,171.041,43.068999999999996,32.047 -2020-11-29 17:45:00,107.7,172.16,43.068999999999996,32.047 -2020-11-29 18:00:00,106.71,173.975,50.498999999999995,32.047 -2020-11-29 18:15:00,105.17,175.155,50.498999999999995,32.047 -2020-11-29 18:30:00,103.9,173.296,50.498999999999995,32.047 -2020-11-29 18:45:00,102.8,172.385,50.498999999999995,32.047 -2020-11-29 19:00:00,101.44,175.391,53.481,32.047 -2020-11-29 19:15:00,99.87,173.355,53.481,32.047 -2020-11-29 19:30:00,98.61,172.127,53.481,32.047 -2020-11-29 19:45:00,96.7,169.475,53.481,32.047 -2020-11-29 20:00:00,95.81,167.84900000000002,51.687,32.047 -2020-11-29 20:15:00,93.42,165.55900000000003,51.687,32.047 -2020-11-29 20:30:00,91.99,163.27700000000002,51.687,32.047 -2020-11-29 20:45:00,90.53,159.05200000000002,51.687,32.047 -2020-11-29 21:00:00,89.47,156.99200000000002,47.674,32.047 -2020-11-29 21:15:00,87.86,155.668,47.674,32.047 -2020-11-29 21:30:00,87.32,154.80700000000002,47.674,32.047 -2020-11-29 21:45:00,87.42,153.313,47.674,32.047 -2020-11-29 22:00:00,87.27,148.168,48.178000000000004,32.047 -2020-11-29 22:15:00,87.13,144.168,48.178000000000004,32.047 -2020-11-29 22:30:00,85.14,138.221,48.178000000000004,32.047 -2020-11-29 22:45:00,83.37,134.334,48.178000000000004,32.047 -2020-11-29 23:00:00,80.39,128.91899999999998,42.553999999999995,32.047 -2020-11-29 23:15:00,78.24,125.204,42.553999999999995,32.047 -2020-11-29 23:30:00,76.63,123.557,42.553999999999995,32.047 -2020-11-29 23:45:00,74.94,121.303,42.553999999999995,32.047 -2020-11-30 00:00:00,70.81,105.06200000000001,37.177,32.225 -2020-11-30 00:15:00,71.25,103.441,37.177,32.225 -2020-11-30 00:30:00,71.29,104.5,37.177,32.225 -2020-11-30 00:45:00,72.06,105.978,37.177,32.225 -2020-11-30 01:00:00,67.48,107.973,35.358000000000004,32.225 -2020-11-30 01:15:00,69.08,109.38799999999999,35.358000000000004,32.225 -2020-11-30 01:30:00,68.47,109.70200000000001,35.358000000000004,32.225 -2020-11-30 01:45:00,68.71,109.99,35.358000000000004,32.225 -2020-11-30 02:00:00,66.0,111.391,35.03,32.225 -2020-11-30 02:15:00,67.54,112.273,35.03,32.225 -2020-11-30 02:30:00,67.4,112.52600000000001,35.03,32.225 -2020-11-30 02:45:00,68.06,114.06,35.03,32.225 -2020-11-30 03:00:00,66.68,117.569,34.394,32.225 -2020-11-30 03:15:00,67.69,119.211,34.394,32.225 -2020-11-30 03:30:00,68.14,120.822,34.394,32.225 -2020-11-30 03:45:00,69.36,121.333,34.394,32.225 -2020-11-30 04:00:00,71.04,135.393,34.421,32.225 -2020-11-30 04:15:00,71.36,148.519,34.421,32.225 -2020-11-30 04:30:00,80.36,150.013,34.421,32.225 -2020-11-30 04:45:00,83.58,150.964,34.421,32.225 -2020-11-30 05:00:00,84.07,180.87099999999998,39.435,32.225 -2020-11-30 05:15:00,83.14,210.899,39.435,32.225 -2020-11-30 05:30:00,93.56,207.80200000000002,39.435,32.225 -2020-11-30 05:45:00,101.91,198.94,39.435,32.225 -2020-11-30 06:00:00,110.42,195.543,55.685,32.225 -2020-11-30 06:15:00,109.5,199.292,55.685,32.225 -2020-11-30 06:30:00,112.78,201.679,55.685,32.225 -2020-11-30 06:45:00,120.16,203.687,55.685,32.225 -2020-11-30 07:00:00,123.28,205.102,66.837,32.225 -2020-11-30 07:15:00,128.77,209.372,66.837,32.225 -2020-11-30 07:30:00,128.06,211.49400000000003,66.837,32.225 -2020-11-30 07:45:00,128.21,211.993,66.837,32.225 -2020-11-30 08:00:00,135.05,211.018,72.217,32.225 -2020-11-30 08:15:00,132.17,211.399,72.217,32.225 -2020-11-30 08:30:00,130.69,209.71200000000002,72.217,32.225 -2020-11-30 08:45:00,130.49,206.71200000000002,72.217,32.225 -2020-11-30 09:00:00,131.71,201.407,66.117,32.225 -2020-11-30 09:15:00,132.93,196.41099999999997,66.117,32.225 -2020-11-30 09:30:00,133.88,193.389,66.117,32.225 -2020-11-30 09:45:00,136.35,191.048,66.117,32.225 -2020-11-30 10:00:00,133.09,188.88,62.1,32.225 -2020-11-30 10:15:00,133.18,186.13,62.1,32.225 -2020-11-30 10:30:00,131.07,183.77599999999998,62.1,32.225 -2020-11-30 10:45:00,130.86,182.16299999999998,62.1,32.225 -2020-11-30 11:00:00,129.58,178.945,60.021,32.225 -2020-11-30 11:15:00,127.7,178.484,60.021,32.225 -2020-11-30 11:30:00,128.06,179.08900000000003,60.021,32.225 -2020-11-30 11:45:00,127.63,177.903,60.021,32.225 -2020-11-30 12:00:00,127.01,173.58900000000003,56.75899999999999,32.225 -2020-11-30 12:15:00,129.44,172.75599999999997,56.75899999999999,32.225 -2020-11-30 12:30:00,126.09,172.38299999999998,56.75899999999999,32.225 -2020-11-30 12:45:00,130.5,173.231,56.75899999999999,32.225 -2020-11-30 13:00:00,127.8,172.65200000000002,56.04600000000001,32.225 -2020-11-30 13:15:00,135.15,172.187,56.04600000000001,32.225 -2020-11-30 13:30:00,133.2,170.669,56.04600000000001,32.225 -2020-11-30 13:45:00,134.94,170.502,56.04600000000001,32.225 -2020-11-30 14:00:00,132.77,169.498,55.475,32.225 -2020-11-30 14:15:00,134.22,169.459,55.475,32.225 -2020-11-30 14:30:00,134.93,168.958,55.475,32.225 -2020-11-30 14:45:00,139.22,169.021,55.475,32.225 -2020-11-30 15:00:00,139.45,169.52599999999998,57.048,32.225 -2020-11-30 15:15:00,138.24,169.551,57.048,32.225 -2020-11-30 15:30:00,137.99,170.58900000000003,57.048,32.225 -2020-11-30 15:45:00,136.61,171.674,57.048,32.225 -2020-11-30 16:00:00,139.97,174.865,59.06,32.225 -2020-11-30 16:15:00,141.95,176.092,59.06,32.225 -2020-11-30 16:30:00,140.58,176.91,59.06,32.225 -2020-11-30 16:45:00,140.15,176.986,59.06,32.225 -2020-11-30 17:00:00,142.38,179.55700000000002,65.419,32.225 -2020-11-30 17:15:00,140.03,180.122,65.419,32.225 -2020-11-30 17:30:00,141.11,180.05200000000002,65.419,32.225 -2020-11-30 17:45:00,140.16,179.81400000000002,65.419,32.225 -2020-11-30 18:00:00,138.78,181.859,69.345,32.225 -2020-11-30 18:15:00,137.07,180.787,69.345,32.225 -2020-11-30 18:30:00,136.41,179.389,69.345,32.225 -2020-11-30 18:45:00,137.66,179.602,69.345,32.225 -2020-11-30 19:00:00,134.46,181.15599999999998,73.825,32.225 -2020-11-30 19:15:00,133.63,178.29,73.825,32.225 -2020-11-30 19:30:00,137.08,177.426,73.825,32.225 -2020-11-30 19:45:00,135.8,173.923,73.825,32.225 -2020-11-30 20:00:00,129.29,170.03,64.027,32.225 -2020-11-30 20:15:00,123.1,165.794,64.027,32.225 -2020-11-30 20:30:00,117.76,161.946,64.027,32.225 -2020-11-30 20:45:00,115.12,159.184,64.027,32.225 -2020-11-30 21:00:00,116.06,157.475,57.952,32.225 -2020-11-30 21:15:00,113.82,155.185,57.952,32.225 -2020-11-30 21:30:00,112.58,153.67600000000002,57.952,32.225 -2020-11-30 21:45:00,105.49,151.708,57.952,32.225 -2020-11-30 22:00:00,101.57,143.72299999999998,53.031000000000006,32.225 -2020-11-30 22:15:00,95.52,138.885,53.031000000000006,32.225 -2020-11-30 22:30:00,97.58,123.971,53.031000000000006,32.225 -2020-11-30 22:45:00,97.01,115.875,53.031000000000006,32.225 -2020-11-30 23:00:00,92.05,111.11399999999999,45.085,32.225 -2020-11-30 23:15:00,89.71,109.441,45.085,32.225 -2020-11-30 23:30:00,83.96,110.206,45.085,32.225 -2020-11-30 23:45:00,81.23,110.156,45.085,32.225 -2020-12-01 00:00:00,77.38,114.376,43.537,32.65 -2020-12-01 00:15:00,76.24,114.65799999999999,43.537,32.65 -2020-12-01 00:30:00,76.87,115.84100000000001,43.537,32.65 -2020-12-01 00:45:00,75.04,117.59700000000001,43.537,32.65 -2020-12-01 01:00:00,73.08,119.316,41.854,32.65 -2020-12-01 01:15:00,73.82,120.051,41.854,32.65 -2020-12-01 01:30:00,71.9,120.405,41.854,32.65 -2020-12-01 01:45:00,73.54,121.234,41.854,32.65 -2020-12-01 02:00:00,71.89,122.501,40.321,32.65 -2020-12-01 02:15:00,73.96,123.98899999999999,40.321,32.65 -2020-12-01 02:30:00,71.76,124.215,40.321,32.65 -2020-12-01 02:45:00,72.0,126.095,40.321,32.65 -2020-12-01 03:00:00,71.75,128.914,39.632,32.65 -2020-12-01 03:15:00,75.34,129.286,39.632,32.65 -2020-12-01 03:30:00,74.29,131.14,39.632,32.65 -2020-12-01 03:45:00,75.41,132.171,39.632,32.65 -2020-12-01 04:00:00,76.26,145.259,40.183,32.65 -2020-12-01 04:15:00,77.11,157.393,40.183,32.65 -2020-12-01 04:30:00,79.19,160.136,40.183,32.65 -2020-12-01 04:45:00,80.44,162.73,40.183,32.65 -2020-12-01 05:00:00,84.76,197.88,43.945,32.65 -2020-12-01 05:15:00,88.06,227.541,43.945,32.65 -2020-12-01 05:30:00,90.98,222.683,43.945,32.65 -2020-12-01 05:45:00,99.38,214.511,43.945,32.65 -2020-12-01 06:00:00,107.58,210.252,56.048,32.65 -2020-12-01 06:15:00,111.62,215.68,56.048,32.65 -2020-12-01 06:30:00,119.23,217.26,56.048,32.65 -2020-12-01 06:45:00,121.67,219.46099999999998,56.048,32.65 -2020-12-01 07:00:00,129.63,218.843,65.74,32.65 -2020-12-01 07:15:00,130.84,223.71400000000003,65.74,32.65 -2020-12-01 07:30:00,137.48,226.422,65.74,32.65 -2020-12-01 07:45:00,137.37,227.78900000000002,65.74,32.65 -2020-12-01 08:00:00,140.6,226.493,72.757,32.65 -2020-12-01 08:15:00,141.1,226.658,72.757,32.65 -2020-12-01 08:30:00,140.35,224.92700000000002,72.757,32.65 -2020-12-01 08:45:00,140.13,222.5,72.757,32.65 -2020-12-01 09:00:00,141.71,216.40599999999998,67.692,32.65 -2020-12-01 09:15:00,141.8,212.893,67.692,32.65 -2020-12-01 09:30:00,142.81,210.30700000000002,67.692,32.65 -2020-12-01 09:45:00,145.16,207.66299999999998,67.692,32.65 -2020-12-01 10:00:00,142.57,203.207,63.506,32.65 -2020-12-01 10:15:00,141.13,199.245,63.506,32.65 -2020-12-01 10:30:00,139.34,197.101,63.506,32.65 -2020-12-01 10:45:00,143.54,195.78,63.506,32.65 -2020-12-01 11:00:00,143.81,194.96099999999998,60.758,32.65 -2020-12-01 11:15:00,146.07,194.06400000000002,60.758,32.65 -2020-12-01 11:30:00,145.51,192.882,60.758,32.65 -2020-12-01 11:45:00,143.54,191.393,60.758,32.65 -2020-12-01 12:00:00,141.07,185.77599999999998,57.519,32.65 -2020-12-01 12:15:00,140.56,184.696,57.519,32.65 -2020-12-01 12:30:00,136.23,184.53,57.519,32.65 -2020-12-01 12:45:00,133.91,185.405,57.519,32.65 -2020-12-01 13:00:00,132.2,184.952,56.46,32.65 -2020-12-01 13:15:00,136.5,184.533,56.46,32.65 -2020-12-01 13:30:00,133.44,184.457,56.46,32.65 -2020-12-01 13:45:00,129.4,184.488,56.46,32.65 -2020-12-01 14:00:00,127.85,183.696,56.207,32.65 -2020-12-01 14:15:00,132.64,184.13400000000001,56.207,32.65 -2020-12-01 14:30:00,135.84,184.32299999999998,56.207,32.65 -2020-12-01 14:45:00,135.32,184.10299999999998,56.207,32.65 -2020-12-01 15:00:00,135.69,184.78400000000002,57.391999999999996,32.65 -2020-12-01 15:15:00,135.61,185.36599999999999,57.391999999999996,32.65 -2020-12-01 15:30:00,133.27,187.30200000000002,57.391999999999996,32.65 -2020-12-01 15:45:00,133.91,189.111,57.391999999999996,32.65 -2020-12-01 16:00:00,137.4,190.207,59.955,32.65 -2020-12-01 16:15:00,139.6,191.11599999999999,59.955,32.65 -2020-12-01 16:30:00,142.04,193.775,59.955,32.65 -2020-12-01 16:45:00,141.31,194.75400000000002,59.955,32.65 -2020-12-01 17:00:00,144.35,197.62,67.063,32.65 -2020-12-01 17:15:00,144.05,197.739,67.063,32.65 -2020-12-01 17:30:00,146.6,198.13,67.063,32.65 -2020-12-01 17:45:00,145.09,197.708,67.063,32.65 -2020-12-01 18:00:00,144.03,198.524,71.477,32.65 -2020-12-01 18:15:00,142.72,196.93200000000002,71.477,32.65 -2020-12-01 18:30:00,142.42,195.355,71.477,32.65 -2020-12-01 18:45:00,141.42,195.035,71.477,32.65 -2020-12-01 19:00:00,139.2,196.077,74.32,32.65 -2020-12-01 19:15:00,138.58,192.56,74.32,32.65 -2020-12-01 19:30:00,136.59,190.588,74.32,32.65 -2020-12-01 19:45:00,136.62,187.38299999999998,74.32,32.65 -2020-12-01 20:00:00,127.68,183.91299999999998,66.157,32.65 -2020-12-01 20:15:00,124.64,178.15099999999998,66.157,32.65 -2020-12-01 20:30:00,120.77,174.831,66.157,32.65 -2020-12-01 20:45:00,119.59,171.986,66.157,32.65 -2020-12-01 21:00:00,113.2,170.00900000000001,59.806000000000004,32.65 -2020-12-01 21:15:00,113.24,168.122,59.806000000000004,32.65 -2020-12-01 21:30:00,115.21,166.013,59.806000000000004,32.65 -2020-12-01 21:45:00,113.56,164.245,59.806000000000004,32.65 -2020-12-01 22:00:00,109.11,157.439,54.785,32.65 -2020-12-01 22:15:00,104.46,151.769,54.785,32.65 -2020-12-01 22:30:00,97.9,136.998,54.785,32.65 -2020-12-01 22:45:00,101.22,128.881,54.785,32.65 -2020-12-01 23:00:00,96.47,123.572,47.176,32.65 -2020-12-01 23:15:00,95.75,121.62100000000001,47.176,32.65 -2020-12-01 23:30:00,88.96,121.59299999999999,47.176,32.65 -2020-12-01 23:45:00,85.14,121.363,47.176,32.65 -2020-12-02 00:00:00,84.73,114.73200000000001,43.42,32.65 -2020-12-02 00:15:00,88.25,114.98200000000001,43.42,32.65 -2020-12-02 00:30:00,88.93,116.162,43.42,32.65 -2020-12-02 00:45:00,86.11,117.9,43.42,32.65 -2020-12-02 01:00:00,82.71,119.66,40.869,32.65 -2020-12-02 01:15:00,87.22,120.396,40.869,32.65 -2020-12-02 01:30:00,85.57,120.758,40.869,32.65 -2020-12-02 01:45:00,81.75,121.573,40.869,32.65 -2020-12-02 02:00:00,83.12,122.861,39.541,32.65 -2020-12-02 02:15:00,84.79,124.352,39.541,32.65 -2020-12-02 02:30:00,82.28,124.575,39.541,32.65 -2020-12-02 02:45:00,82.21,126.456,39.541,32.65 -2020-12-02 03:00:00,84.94,129.262,39.052,32.65 -2020-12-02 03:15:00,86.09,129.664,39.052,32.65 -2020-12-02 03:30:00,83.57,131.52100000000002,39.052,32.65 -2020-12-02 03:45:00,84.34,132.55200000000002,39.052,32.65 -2020-12-02 04:00:00,87.42,145.606,40.36,32.65 -2020-12-02 04:15:00,90.24,157.736,40.36,32.65 -2020-12-02 04:30:00,90.6,160.465,40.36,32.65 -2020-12-02 04:45:00,88.51,163.063,40.36,32.65 -2020-12-02 05:00:00,94.36,198.175,43.133,32.65 -2020-12-02 05:15:00,100.52,227.77700000000002,43.133,32.65 -2020-12-02 05:30:00,105.35,222.95,43.133,32.65 -2020-12-02 05:45:00,105.35,214.801,43.133,32.65 -2020-12-02 06:00:00,109.55,210.567,54.953,32.65 -2020-12-02 06:15:00,115.06,215.998,54.953,32.65 -2020-12-02 06:30:00,123.34,217.628,54.953,32.65 -2020-12-02 06:45:00,127.78,219.878,54.953,32.65 -2020-12-02 07:00:00,134.98,219.26,66.566,32.65 -2020-12-02 07:15:00,137.75,224.141,66.566,32.65 -2020-12-02 07:30:00,136.68,226.858,66.566,32.65 -2020-12-02 07:45:00,138.02,228.231,66.566,32.65 -2020-12-02 08:00:00,141.25,226.949,72.902,32.65 -2020-12-02 08:15:00,138.63,227.109,72.902,32.65 -2020-12-02 08:30:00,137.77,225.389,72.902,32.65 -2020-12-02 08:45:00,136.96,222.929,72.902,32.65 -2020-12-02 09:00:00,134.22,216.808,68.465,32.65 -2020-12-02 09:15:00,138.14,213.30200000000002,68.465,32.65 -2020-12-02 09:30:00,138.14,210.72099999999998,68.465,32.65 -2020-12-02 09:45:00,137.02,208.063,68.465,32.65 -2020-12-02 10:00:00,134.5,203.59900000000002,63.625,32.65 -2020-12-02 10:15:00,134.21,199.612,63.625,32.65 -2020-12-02 10:30:00,134.09,197.44299999999998,63.625,32.65 -2020-12-02 10:45:00,133.17,196.112,63.625,32.65 -2020-12-02 11:00:00,128.69,195.27599999999998,61.628,32.65 -2020-12-02 11:15:00,131.51,194.36599999999999,61.628,32.65 -2020-12-02 11:30:00,130.92,193.18099999999998,61.628,32.65 -2020-12-02 11:45:00,130.63,191.68400000000003,61.628,32.65 -2020-12-02 12:00:00,128.7,186.065,58.708999999999996,32.65 -2020-12-02 12:15:00,125.44,184.99599999999998,58.708999999999996,32.65 -2020-12-02 12:30:00,126.63,184.84900000000002,58.708999999999996,32.65 -2020-12-02 12:45:00,128.48,185.729,58.708999999999996,32.65 -2020-12-02 13:00:00,126.35,185.24,57.373000000000005,32.65 -2020-12-02 13:15:00,128.95,184.826,57.373000000000005,32.65 -2020-12-02 13:30:00,127.1,184.747,57.373000000000005,32.65 -2020-12-02 13:45:00,127.31,184.768,57.373000000000005,32.65 -2020-12-02 14:00:00,125.8,183.947,57.684,32.65 -2020-12-02 14:15:00,128.72,184.392,57.684,32.65 -2020-12-02 14:30:00,128.58,184.61,57.684,32.65 -2020-12-02 14:45:00,128.73,184.4,57.684,32.65 -2020-12-02 15:00:00,132.19,185.09799999999998,58.03,32.65 -2020-12-02 15:15:00,132.73,185.68099999999998,58.03,32.65 -2020-12-02 15:30:00,132.49,187.644,58.03,32.65 -2020-12-02 15:45:00,133.74,189.456,58.03,32.65 -2020-12-02 16:00:00,137.37,190.55200000000002,59.97,32.65 -2020-12-02 16:15:00,138.66,191.484,59.97,32.65 -2020-12-02 16:30:00,141.97,194.15,59.97,32.65 -2020-12-02 16:45:00,142.93,195.16400000000002,59.97,32.65 -2020-12-02 17:00:00,147.26,198.00400000000002,65.661,32.65 -2020-12-02 17:15:00,146.69,198.15099999999998,65.661,32.65 -2020-12-02 17:30:00,147.72,198.554,65.661,32.65 -2020-12-02 17:45:00,146.61,198.139,65.661,32.65 -2020-12-02 18:00:00,144.03,198.97299999999998,70.96300000000001,32.65 -2020-12-02 18:15:00,143.55,197.338,70.96300000000001,32.65 -2020-12-02 18:30:00,141.98,195.77,70.96300000000001,32.65 -2020-12-02 18:45:00,139.97,195.455,70.96300000000001,32.65 -2020-12-02 19:00:00,141.8,196.488,74.133,32.65 -2020-12-02 19:15:00,140.75,192.959,74.133,32.65 -2020-12-02 19:30:00,137.4,190.96900000000002,74.133,32.65 -2020-12-02 19:45:00,137.36,187.734,74.133,32.65 -2020-12-02 20:00:00,130.36,184.267,65.613,32.65 -2020-12-02 20:15:00,122.11,178.49400000000003,65.613,32.65 -2020-12-02 20:30:00,123.19,175.14700000000002,65.613,32.65 -2020-12-02 20:45:00,122.73,172.321,65.613,32.65 -2020-12-02 21:00:00,117.07,170.332,58.583,32.65 -2020-12-02 21:15:00,110.96,168.428,58.583,32.65 -2020-12-02 21:30:00,110.94,166.321,58.583,32.65 -2020-12-02 21:45:00,111.13,164.558,58.583,32.65 -2020-12-02 22:00:00,105.41,157.761,54.411,32.65 -2020-12-02 22:15:00,105.31,152.091,54.411,32.65 -2020-12-02 22:30:00,102.13,137.376,54.411,32.65 -2020-12-02 22:45:00,104.64,129.267,54.411,32.65 -2020-12-02 23:00:00,96.98,123.932,47.878,32.65 -2020-12-02 23:15:00,94.32,121.976,47.878,32.65 -2020-12-02 23:30:00,94.93,121.96,47.878,32.65 -2020-12-02 23:45:00,93.72,121.713,47.878,32.65 -2020-12-03 00:00:00,87.84,115.08200000000001,44.513000000000005,32.65 -2020-12-03 00:15:00,83.11,115.303,44.513000000000005,32.65 -2020-12-03 00:30:00,84.51,116.478,44.513000000000005,32.65 -2020-12-03 00:45:00,87.95,118.196,44.513000000000005,32.65 -2020-12-03 01:00:00,84.16,119.99700000000001,43.169,32.65 -2020-12-03 01:15:00,83.09,120.73299999999999,43.169,32.65 -2020-12-03 01:30:00,85.34,121.10600000000001,43.169,32.65 -2020-12-03 01:45:00,86.49,121.904,43.169,32.65 -2020-12-03 02:00:00,82.06,123.214,41.763999999999996,32.65 -2020-12-03 02:15:00,82.6,124.706,41.763999999999996,32.65 -2020-12-03 02:30:00,85.09,124.931,41.763999999999996,32.65 -2020-12-03 02:45:00,86.07,126.811,41.763999999999996,32.65 -2020-12-03 03:00:00,80.57,129.602,41.155,32.65 -2020-12-03 03:15:00,80.92,130.036,41.155,32.65 -2020-12-03 03:30:00,83.75,131.89700000000002,41.155,32.65 -2020-12-03 03:45:00,87.62,132.925,41.155,32.65 -2020-12-03 04:00:00,89.28,145.94799999999998,41.96,32.65 -2020-12-03 04:15:00,85.37,158.075,41.96,32.65 -2020-12-03 04:30:00,83.55,160.786,41.96,32.65 -2020-12-03 04:45:00,85.67,163.389,41.96,32.65 -2020-12-03 05:00:00,90.67,198.46200000000002,45.206,32.65 -2020-12-03 05:15:00,94.78,228.007,45.206,32.65 -2020-12-03 05:30:00,95.98,223.21200000000002,45.206,32.65 -2020-12-03 05:45:00,101.33,215.085,45.206,32.65 -2020-12-03 06:00:00,109.52,210.877,55.398999999999994,32.65 -2020-12-03 06:15:00,116.92,216.308,55.398999999999994,32.65 -2020-12-03 06:30:00,120.32,217.99,55.398999999999994,32.65 -2020-12-03 06:45:00,124.73,220.28599999999997,55.398999999999994,32.65 -2020-12-03 07:00:00,131.84,219.67,64.627,32.65 -2020-12-03 07:15:00,134.4,224.56099999999998,64.627,32.65 -2020-12-03 07:30:00,137.22,227.28400000000002,64.627,32.65 -2020-12-03 07:45:00,137.69,228.66400000000002,64.627,32.65 -2020-12-03 08:00:00,141.29,227.395,70.895,32.65 -2020-12-03 08:15:00,139.35,227.55,70.895,32.65 -2020-12-03 08:30:00,139.65,225.842,70.895,32.65 -2020-12-03 08:45:00,139.71,223.34900000000002,70.895,32.65 -2020-12-03 09:00:00,139.33,217.199,66.382,32.65 -2020-12-03 09:15:00,140.17,213.701,66.382,32.65 -2020-12-03 09:30:00,140.93,211.125,66.382,32.65 -2020-12-03 09:45:00,141.66,208.455,66.382,32.65 -2020-12-03 10:00:00,143.6,203.981,62.739,32.65 -2020-12-03 10:15:00,145.07,199.96900000000002,62.739,32.65 -2020-12-03 10:30:00,144.64,197.77700000000002,62.739,32.65 -2020-12-03 10:45:00,144.41,196.437,62.739,32.65 -2020-12-03 11:00:00,143.34,195.584,60.843,32.65 -2020-12-03 11:15:00,145.71,194.658,60.843,32.65 -2020-12-03 11:30:00,144.57,193.47099999999998,60.843,32.65 -2020-12-03 11:45:00,144.85,191.968,60.843,32.65 -2020-12-03 12:00:00,142.96,186.34599999999998,58.466,32.65 -2020-12-03 12:15:00,140.5,185.28900000000002,58.466,32.65 -2020-12-03 12:30:00,139.07,185.16,58.466,32.65 -2020-12-03 12:45:00,139.98,186.046,58.466,32.65 -2020-12-03 13:00:00,137.73,185.521,56.883,32.65 -2020-12-03 13:15:00,138.78,185.111,56.883,32.65 -2020-12-03 13:30:00,136.57,185.028,56.883,32.65 -2020-12-03 13:45:00,136.43,185.03799999999998,56.883,32.65 -2020-12-03 14:00:00,135.01,184.19099999999997,56.503,32.65 -2020-12-03 14:15:00,135.23,184.644,56.503,32.65 -2020-12-03 14:30:00,135.78,184.89,56.503,32.65 -2020-12-03 14:45:00,136.83,184.68900000000002,56.503,32.65 -2020-12-03 15:00:00,136.93,185.407,57.803999999999995,32.65 -2020-12-03 15:15:00,136.54,185.989,57.803999999999995,32.65 -2020-12-03 15:30:00,135.85,187.979,57.803999999999995,32.65 -2020-12-03 15:45:00,135.94,189.792,57.803999999999995,32.65 -2020-12-03 16:00:00,139.8,190.887,59.379,32.65 -2020-12-03 16:15:00,140.97,191.84400000000002,59.379,32.65 -2020-12-03 16:30:00,142.86,194.516,59.379,32.65 -2020-12-03 16:45:00,142.14,195.565,59.379,32.65 -2020-12-03 17:00:00,143.33,198.38,64.71600000000001,32.65 -2020-12-03 17:15:00,143.46,198.551,64.71600000000001,32.65 -2020-12-03 17:30:00,145.46,198.96900000000002,64.71600000000001,32.65 -2020-12-03 17:45:00,144.91,198.55900000000003,64.71600000000001,32.65 -2020-12-03 18:00:00,141.72,199.41299999999998,68.803,32.65 -2020-12-03 18:15:00,139.73,197.738,68.803,32.65 -2020-12-03 18:30:00,138.04,196.17700000000002,68.803,32.65 -2020-12-03 18:45:00,139.53,195.868,68.803,32.65 -2020-12-03 19:00:00,136.48,196.892,72.934,32.65 -2020-12-03 19:15:00,136.16,193.352,72.934,32.65 -2020-12-03 19:30:00,132.96,191.345,72.934,32.65 -2020-12-03 19:45:00,132.54,188.079,72.934,32.65 -2020-12-03 20:00:00,124.03,184.614,65.175,32.65 -2020-12-03 20:15:00,120.74,178.831,65.175,32.65 -2020-12-03 20:30:00,117.79,175.456,65.175,32.65 -2020-12-03 20:45:00,115.66,172.65099999999998,65.175,32.65 -2020-12-03 21:00:00,113.13,170.648,58.55,32.65 -2020-12-03 21:15:00,111.13,168.72799999999998,58.55,32.65 -2020-12-03 21:30:00,107.15,166.62099999999998,58.55,32.65 -2020-12-03 21:45:00,104.82,164.864,58.55,32.65 -2020-12-03 22:00:00,98.64,158.077,55.041000000000004,32.65 -2020-12-03 22:15:00,100.35,152.408,55.041000000000004,32.65 -2020-12-03 22:30:00,99.69,137.747,55.041000000000004,32.65 -2020-12-03 22:45:00,99.18,129.645,55.041000000000004,32.65 -2020-12-03 23:00:00,96.32,124.286,48.258,32.65 -2020-12-03 23:15:00,90.21,122.32600000000001,48.258,32.65 -2020-12-03 23:30:00,91.13,122.322,48.258,32.65 -2020-12-03 23:45:00,90.28,122.055,48.258,32.65 -2020-12-04 00:00:00,88.17,114.368,45.02,32.65 -2020-12-04 00:15:00,80.56,114.755,45.02,32.65 -2020-12-04 00:30:00,74.99,115.79,45.02,32.65 -2020-12-04 00:45:00,78.87,117.596,45.02,32.65 -2020-12-04 01:00:00,80.8,119.12799999999999,42.695,32.65 -2020-12-04 01:15:00,81.08,120.788,42.695,32.65 -2020-12-04 01:30:00,79.01,120.94,42.695,32.65 -2020-12-04 01:45:00,77.31,121.831,42.695,32.65 -2020-12-04 02:00:00,74.12,123.24,41.511,32.65 -2020-12-04 02:15:00,74.97,124.619,41.511,32.65 -2020-12-04 02:30:00,79.2,125.36200000000001,41.511,32.65 -2020-12-04 02:45:00,82.28,127.291,41.511,32.65 -2020-12-04 03:00:00,79.37,129.062,41.162,32.65 -2020-12-04 03:15:00,79.26,130.482,41.162,32.65 -2020-12-04 03:30:00,82.2,132.33100000000002,41.162,32.65 -2020-12-04 03:45:00,85.02,133.678,41.162,32.65 -2020-12-04 04:00:00,84.4,146.89600000000002,42.226000000000006,32.65 -2020-12-04 04:15:00,78.87,158.79,42.226000000000006,32.65 -2020-12-04 04:30:00,75.73,161.70600000000002,42.226000000000006,32.65 -2020-12-04 04:45:00,80.98,163.172,42.226000000000006,32.65 -2020-12-04 05:00:00,85.06,196.937,45.597,32.65 -2020-12-04 05:15:00,88.99,227.93,45.597,32.65 -2020-12-04 05:30:00,89.73,224.248,45.597,32.65 -2020-12-04 05:45:00,96.09,216.083,45.597,32.65 -2020-12-04 06:00:00,108.01,212.333,56.263999999999996,32.65 -2020-12-04 06:15:00,112.74,216.285,56.263999999999996,32.65 -2020-12-04 06:30:00,117.29,217.148,56.263999999999996,32.65 -2020-12-04 06:45:00,121.66,221.128,56.263999999999996,32.65 -2020-12-04 07:00:00,130.21,219.666,66.888,32.65 -2020-12-04 07:15:00,129.15,225.585,66.888,32.65 -2020-12-04 07:30:00,132.61,228.15400000000002,66.888,32.65 -2020-12-04 07:45:00,134.61,228.649,66.888,32.65 -2020-12-04 08:00:00,137.01,226.28,73.459,32.65 -2020-12-04 08:15:00,136.94,226.03599999999997,73.459,32.65 -2020-12-04 08:30:00,137.62,225.31599999999997,73.459,32.65 -2020-12-04 08:45:00,137.29,221.213,73.459,32.65 -2020-12-04 09:00:00,138.54,215.50599999999997,69.087,32.65 -2020-12-04 09:15:00,139.96,212.579,69.087,32.65 -2020-12-04 09:30:00,139.56,209.581,69.087,32.65 -2020-12-04 09:45:00,138.84,206.78799999999998,69.087,32.65 -2020-12-04 10:00:00,136.1,201.173,65.404,32.65 -2020-12-04 10:15:00,138.43,197.835,65.404,32.65 -2020-12-04 10:30:00,137.86,195.547,65.404,32.65 -2020-12-04 10:45:00,138.39,193.75599999999997,65.404,32.65 -2020-12-04 11:00:00,136.83,192.87,63.0,32.65 -2020-12-04 11:15:00,137.96,191.03599999999997,63.0,32.65 -2020-12-04 11:30:00,138.11,191.58900000000003,63.0,32.65 -2020-12-04 11:45:00,138.08,190.125,63.0,32.65 -2020-12-04 12:00:00,136.37,185.582,59.083,32.65 -2020-12-04 12:15:00,134.96,182.451,59.083,32.65 -2020-12-04 12:30:00,134.55,182.497,59.083,32.65 -2020-12-04 12:45:00,137.65,183.898,59.083,32.65 -2020-12-04 13:00:00,132.64,184.27200000000002,56.611999999999995,32.65 -2020-12-04 13:15:00,133.9,184.679,56.611999999999995,32.65 -2020-12-04 13:30:00,132.84,184.613,56.611999999999995,32.65 -2020-12-04 13:45:00,133.43,184.551,56.611999999999995,32.65 -2020-12-04 14:00:00,130.52,182.54,55.161,32.65 -2020-12-04 14:15:00,129.92,182.826,55.161,32.65 -2020-12-04 14:30:00,127.64,183.615,55.161,32.65 -2020-12-04 14:45:00,127.22,183.72099999999998,55.161,32.65 -2020-12-04 15:00:00,125.79,183.976,55.583,32.65 -2020-12-04 15:15:00,126.08,184.122,55.583,32.65 -2020-12-04 15:30:00,126.65,184.62599999999998,55.583,32.65 -2020-12-04 15:45:00,131.71,186.58900000000003,55.583,32.65 -2020-12-04 16:00:00,133.56,186.52,57.611999999999995,32.65 -2020-12-04 16:15:00,135.6,187.78900000000002,57.611999999999995,32.65 -2020-12-04 16:30:00,138.73,190.56400000000002,57.611999999999995,32.65 -2020-12-04 16:45:00,136.33,191.52700000000002,57.611999999999995,32.65 -2020-12-04 17:00:00,138.83,194.524,64.14,32.65 -2020-12-04 17:15:00,137.41,194.31099999999998,64.14,32.65 -2020-12-04 17:30:00,138.46,194.424,64.14,32.65 -2020-12-04 17:45:00,138.3,193.78900000000002,64.14,32.65 -2020-12-04 18:00:00,135.16,195.34900000000002,68.086,32.65 -2020-12-04 18:15:00,133.86,193.245,68.086,32.65 -2020-12-04 18:30:00,134.09,192.083,68.086,32.65 -2020-12-04 18:45:00,137.38,191.77700000000002,68.086,32.65 -2020-12-04 19:00:00,132.52,193.69400000000002,69.915,32.65 -2020-12-04 19:15:00,129.24,191.503,69.915,32.65 -2020-12-04 19:30:00,128.95,189.06900000000002,69.915,32.65 -2020-12-04 19:45:00,126.18,185.313,69.915,32.65 -2020-12-04 20:00:00,118.12,181.905,61.695,32.65 -2020-12-04 20:15:00,116.18,176.11900000000003,61.695,32.65 -2020-12-04 20:30:00,113.76,172.675,61.695,32.65 -2020-12-04 20:45:00,111.07,170.445,61.695,32.65 -2020-12-04 21:00:00,107.3,168.935,56.041000000000004,32.65 -2020-12-04 21:15:00,103.46,167.43400000000003,56.041000000000004,32.65 -2020-12-04 21:30:00,100.57,165.37400000000002,56.041000000000004,32.65 -2020-12-04 21:45:00,103.14,164.165,56.041000000000004,32.65 -2020-12-04 22:00:00,98.06,158.365,51.888999999999996,32.65 -2020-12-04 22:15:00,96.92,152.564,51.888999999999996,32.65 -2020-12-04 22:30:00,84.82,144.314,51.888999999999996,32.65 -2020-12-04 22:45:00,84.39,139.736,51.888999999999996,32.65 -2020-12-04 23:00:00,84.2,133.908,45.787,32.65 -2020-12-04 23:15:00,84.93,130.002,45.787,32.65 -2020-12-04 23:30:00,82.36,128.553,45.787,32.65 -2020-12-04 23:45:00,78.57,127.60700000000001,45.787,32.65 -2020-12-05 00:00:00,72.37,111.85600000000001,41.815,32.468 -2020-12-05 00:15:00,73.35,107.964,41.815,32.468 -2020-12-05 00:30:00,73.52,110.323,41.815,32.468 -2020-12-05 00:45:00,69.58,112.825,41.815,32.468 -2020-12-05 01:00:00,65.32,115.024,38.645,32.468 -2020-12-05 01:15:00,67.07,115.698,38.645,32.468 -2020-12-05 01:30:00,70.05,115.344,38.645,32.468 -2020-12-05 01:45:00,72.67,116.0,38.645,32.468 -2020-12-05 02:00:00,67.0,118.118,36.696,32.468 -2020-12-05 02:15:00,65.94,119.133,36.696,32.468 -2020-12-05 02:30:00,62.92,118.76799999999999,36.696,32.468 -2020-12-05 02:45:00,67.89,120.795,36.696,32.468 -2020-12-05 03:00:00,68.09,123.185,35.42,32.468 -2020-12-05 03:15:00,69.91,123.42200000000001,35.42,32.468 -2020-12-05 03:30:00,67.12,123.686,35.42,32.468 -2020-12-05 03:45:00,70.54,125.135,35.42,32.468 -2020-12-05 04:00:00,70.06,134.191,35.167,32.468 -2020-12-05 04:15:00,64.46,143.546,35.167,32.468 -2020-12-05 04:30:00,62.74,144.289,35.167,32.468 -2020-12-05 04:45:00,63.37,145.262,35.167,32.468 -2020-12-05 05:00:00,63.4,163.07299999999998,35.311,32.468 -2020-12-05 05:15:00,63.89,175.081,35.311,32.468 -2020-12-05 05:30:00,64.64,171.774,35.311,32.468 -2020-12-05 05:45:00,66.98,169.051,35.311,32.468 -2020-12-05 06:00:00,68.66,184.03099999999998,37.117,32.468 -2020-12-05 06:15:00,70.86,204.283,37.117,32.468 -2020-12-05 06:30:00,72.62,199.84,37.117,32.468 -2020-12-05 06:45:00,75.93,194.908,37.117,32.468 -2020-12-05 07:00:00,78.46,189.69299999999998,40.948,32.468 -2020-12-05 07:15:00,81.06,194.37400000000002,40.948,32.468 -2020-12-05 07:30:00,83.25,199.646,40.948,32.468 -2020-12-05 07:45:00,85.28,204.113,40.948,32.468 -2020-12-05 08:00:00,88.29,205.796,44.903,32.468 -2020-12-05 08:15:00,88.3,209.168,44.903,32.468 -2020-12-05 08:30:00,89.21,210.06599999999997,44.903,32.468 -2020-12-05 08:45:00,91.96,209.077,44.903,32.468 -2020-12-05 09:00:00,93.43,205.105,46.283,32.468 -2020-12-05 09:15:00,93.03,202.935,46.283,32.468 -2020-12-05 09:30:00,95.57,200.84099999999998,46.283,32.468 -2020-12-05 09:45:00,93.63,198.196,46.283,32.468 -2020-12-05 10:00:00,95.54,192.859,44.103,32.468 -2020-12-05 10:15:00,96.38,189.66,44.103,32.468 -2020-12-05 10:30:00,98.31,187.513,44.103,32.468 -2020-12-05 10:45:00,98.64,187.00599999999997,44.103,32.468 -2020-12-05 11:00:00,101.27,186.32299999999998,42.373999999999995,32.468 -2020-12-05 11:15:00,101.54,183.795,42.373999999999995,32.468 -2020-12-05 11:30:00,99.33,183.24,42.373999999999995,32.468 -2020-12-05 11:45:00,97.85,180.82299999999998,42.373999999999995,32.468 -2020-12-05 12:00:00,99.19,175.40900000000002,39.937,32.468 -2020-12-05 12:15:00,96.78,172.928,39.937,32.468 -2020-12-05 12:30:00,95.3,173.30599999999998,39.937,32.468 -2020-12-05 12:45:00,95.84,173.953,39.937,32.468 -2020-12-05 13:00:00,90.76,173.893,37.138000000000005,32.468 -2020-12-05 13:15:00,88.94,172.267,37.138000000000005,32.468 -2020-12-05 13:30:00,88.02,171.75099999999998,37.138000000000005,32.468 -2020-12-05 13:45:00,84.59,172.145,37.138000000000005,32.468 -2020-12-05 14:00:00,86.03,171.328,36.141999999999996,32.468 -2020-12-05 14:15:00,87.73,171.08599999999998,36.141999999999996,32.468 -2020-12-05 14:30:00,88.66,170.1,36.141999999999996,32.468 -2020-12-05 14:45:00,88.57,170.43400000000003,36.141999999999996,32.468 -2020-12-05 15:00:00,90.45,171.362,37.964,32.468 -2020-12-05 15:15:00,92.3,172.308,37.964,32.468 -2020-12-05 15:30:00,95.92,174.362,37.964,32.468 -2020-12-05 15:45:00,95.54,176.33700000000002,37.964,32.468 -2020-12-05 16:00:00,99.12,175.083,40.699,32.468 -2020-12-05 16:15:00,103.2,177.25900000000001,40.699,32.468 -2020-12-05 16:30:00,101.85,179.989,40.699,32.468 -2020-12-05 16:45:00,102.17,181.863,40.699,32.468 -2020-12-05 17:00:00,105.16,184.262,46.216,32.468 -2020-12-05 17:15:00,104.75,185.71099999999998,46.216,32.468 -2020-12-05 17:30:00,109.26,185.743,46.216,32.468 -2020-12-05 17:45:00,106.26,184.71400000000003,46.216,32.468 -2020-12-05 18:00:00,107.15,185.812,51.123999999999995,32.468 -2020-12-05 18:15:00,107.16,185.459,51.123999999999995,32.468 -2020-12-05 18:30:00,106.1,185.628,51.123999999999995,32.468 -2020-12-05 18:45:00,105.22,182.0,51.123999999999995,32.468 -2020-12-05 19:00:00,103.27,184.81900000000002,52.336000000000006,32.468 -2020-12-05 19:15:00,102.54,182.122,52.336000000000006,32.468 -2020-12-05 19:30:00,101.72,180.421,52.336000000000006,32.468 -2020-12-05 19:45:00,99.84,176.465,52.336000000000006,32.468 -2020-12-05 20:00:00,95.78,175.215,48.825,32.468 -2020-12-05 20:15:00,92.88,171.52599999999998,48.825,32.468 -2020-12-05 20:30:00,90.67,167.706,48.825,32.468 -2020-12-05 20:45:00,89.27,165.101,48.825,32.468 -2020-12-05 21:00:00,84.32,165.80599999999998,43.729,32.468 -2020-12-05 21:15:00,84.83,164.725,43.729,32.468 -2020-12-05 21:30:00,83.33,163.88400000000001,43.729,32.468 -2020-12-05 21:45:00,81.56,162.278,43.729,32.468 -2020-12-05 22:00:00,77.6,157.82299999999998,44.126000000000005,32.468 -2020-12-05 22:15:00,76.48,154.488,44.126000000000005,32.468 -2020-12-05 22:30:00,73.47,152.457,44.126000000000005,32.468 -2020-12-05 22:45:00,72.33,149.74200000000002,44.126000000000005,32.468 -2020-12-05 23:00:00,67.46,146.29399999999998,38.169000000000004,32.468 -2020-12-05 23:15:00,67.5,140.766,38.169000000000004,32.468 -2020-12-05 23:30:00,65.09,137.606,38.169000000000004,32.468 -2020-12-05 23:45:00,63.28,134.237,38.169000000000004,32.468 -2020-12-06 00:00:00,59.2,112.60799999999999,35.232,32.468 -2020-12-06 00:15:00,58.21,108.366,35.232,32.468 -2020-12-06 00:30:00,58.38,110.34700000000001,35.232,32.468 -2020-12-06 00:45:00,57.76,113.522,35.232,32.468 -2020-12-06 01:00:00,53.35,115.618,31.403000000000002,32.468 -2020-12-06 01:15:00,54.31,117.323,31.403000000000002,32.468 -2020-12-06 01:30:00,53.96,117.494,31.403000000000002,32.468 -2020-12-06 01:45:00,53.89,117.824,31.403000000000002,32.468 -2020-12-06 02:00:00,52.08,119.219,30.69,32.468 -2020-12-06 02:15:00,53.48,119.389,30.69,32.468 -2020-12-06 02:30:00,52.62,119.875,30.69,32.468 -2020-12-06 02:45:00,52.89,122.36,30.69,32.468 -2020-12-06 03:00:00,50.89,125.052,29.516,32.468 -2020-12-06 03:15:00,52.01,124.8,29.516,32.468 -2020-12-06 03:30:00,49.54,126.455,29.516,32.468 -2020-12-06 03:45:00,51.95,127.82600000000001,29.516,32.468 -2020-12-06 04:00:00,51.32,136.608,29.148000000000003,32.468 -2020-12-06 04:15:00,52.22,144.953,29.148000000000003,32.468 -2020-12-06 04:30:00,53.06,145.747,29.148000000000003,32.468 -2020-12-06 04:45:00,54.12,146.994,29.148000000000003,32.468 -2020-12-06 05:00:00,54.06,161.283,28.706,32.468 -2020-12-06 05:15:00,55.45,170.83599999999998,28.706,32.468 -2020-12-06 05:30:00,55.14,167.392,28.706,32.468 -2020-12-06 05:45:00,55.66,164.93400000000003,28.706,32.468 -2020-12-06 06:00:00,57.08,179.829,28.771,32.468 -2020-12-06 06:15:00,58.52,198.37599999999998,28.771,32.468 -2020-12-06 06:30:00,60.18,192.88299999999998,28.771,32.468 -2020-12-06 06:45:00,62.27,186.947,28.771,32.468 -2020-12-06 07:00:00,64.58,184.169,31.39,32.468 -2020-12-06 07:15:00,66.66,188.005,31.39,32.468 -2020-12-06 07:30:00,70.38,192.06599999999997,31.39,32.468 -2020-12-06 07:45:00,71.0,195.782,31.39,32.468 -2020-12-06 08:00:00,72.79,199.30599999999998,34.972,32.468 -2020-12-06 08:15:00,75.41,202.59,34.972,32.468 -2020-12-06 08:30:00,74.46,205.142,34.972,32.468 -2020-12-06 08:45:00,78.84,206.12,34.972,32.468 -2020-12-06 09:00:00,80.64,201.72299999999998,36.709,32.468 -2020-12-06 09:15:00,82.63,200.10299999999998,36.709,32.468 -2020-12-06 09:30:00,84.01,197.863,36.709,32.468 -2020-12-06 09:45:00,85.27,195.09799999999998,36.709,32.468 -2020-12-06 10:00:00,87.21,192.24400000000003,35.812,32.468 -2020-12-06 10:15:00,88.37,189.549,35.812,32.468 -2020-12-06 10:30:00,89.09,187.975,35.812,32.468 -2020-12-06 10:45:00,91.13,185.59900000000002,35.812,32.468 -2020-12-06 11:00:00,92.13,185.801,36.746,32.468 -2020-12-06 11:15:00,94.24,183.386,36.746,32.468 -2020-12-06 11:30:00,96.69,181.97799999999998,36.746,32.468 -2020-12-06 11:45:00,97.52,180.15400000000002,36.746,32.468 -2020-12-06 12:00:00,95.11,174.195,35.048,32.468 -2020-12-06 12:15:00,93.73,173.592,35.048,32.468 -2020-12-06 12:30:00,90.61,172.55700000000002,35.048,32.468 -2020-12-06 12:45:00,90.11,172.25,35.048,32.468 -2020-12-06 13:00:00,86.89,171.447,29.987,32.468 -2020-12-06 13:15:00,86.08,172.782,29.987,32.468 -2020-12-06 13:30:00,85.02,172.041,29.987,32.468 -2020-12-06 13:45:00,84.86,171.791,29.987,32.468 -2020-12-06 14:00:00,83.89,171.206,27.21,32.468 -2020-12-06 14:15:00,85.55,172.157,27.21,32.468 -2020-12-06 14:30:00,85.84,172.392,27.21,32.468 -2020-12-06 14:45:00,85.27,172.317,27.21,32.468 -2020-12-06 15:00:00,86.37,171.761,27.726999999999997,32.468 -2020-12-06 15:15:00,86.71,173.438,27.726999999999997,32.468 -2020-12-06 15:30:00,87.73,176.092,27.726999999999997,32.468 -2020-12-06 15:45:00,90.08,178.752,27.726999999999997,32.468 -2020-12-06 16:00:00,91.02,179.32,32.23,32.468 -2020-12-06 16:15:00,92.78,180.62599999999998,32.23,32.468 -2020-12-06 16:30:00,94.77,183.63,32.23,32.468 -2020-12-06 16:45:00,95.94,185.667,32.23,32.468 -2020-12-06 17:00:00,99.97,188.047,42.016999999999996,32.468 -2020-12-06 17:15:00,100.43,189.213,42.016999999999996,32.468 -2020-12-06 17:30:00,101.22,189.55,42.016999999999996,32.468 -2020-12-06 17:45:00,103.06,190.769,42.016999999999996,32.468 -2020-12-06 18:00:00,104.02,191.354,49.338,32.468 -2020-12-06 18:15:00,103.43,192.268,49.338,32.468 -2020-12-06 18:30:00,103.55,190.385,49.338,32.468 -2020-12-06 18:45:00,102.55,188.59400000000002,49.338,32.468 -2020-12-06 19:00:00,101.83,191.08900000000003,52.369,32.468 -2020-12-06 19:15:00,100.33,188.959,52.369,32.468 -2020-12-06 19:30:00,99.34,187.078,52.369,32.468 -2020-12-06 19:45:00,96.53,184.515,52.369,32.468 -2020-12-06 20:00:00,95.12,183.24099999999999,50.405,32.468 -2020-12-06 20:15:00,95.13,180.514,50.405,32.468 -2020-12-06 20:30:00,94.12,177.896,50.405,32.468 -2020-12-06 20:45:00,99.95,174.113,50.405,32.468 -2020-12-06 21:00:00,96.19,172.24400000000003,46.235,32.468 -2020-12-06 21:15:00,96.46,170.52599999999998,46.235,32.468 -2020-12-06 21:30:00,87.84,169.972,46.235,32.468 -2020-12-06 21:45:00,89.67,168.50900000000001,46.235,32.468 -2020-12-06 22:00:00,87.62,162.901,46.861000000000004,32.468 -2020-12-06 22:15:00,90.69,158.804,46.861000000000004,32.468 -2020-12-06 22:30:00,89.86,153.694,46.861000000000004,32.468 -2020-12-06 22:45:00,88.9,150.136,46.861000000000004,32.468 -2020-12-06 23:00:00,78.62,143.899,41.302,32.468 -2020-12-06 23:15:00,77.12,140.21,41.302,32.468 -2020-12-06 23:30:00,79.89,137.859,41.302,32.468 -2020-12-06 23:45:00,77.11,135.356,41.302,32.468 -2020-12-07 00:00:00,72.47,117.10600000000001,37.164,32.65 -2020-12-07 00:15:00,69.76,115.786,37.164,32.65 -2020-12-07 00:30:00,69.85,117.88799999999999,37.164,32.65 -2020-12-07 00:45:00,69.38,120.509,37.164,32.65 -2020-12-07 01:00:00,67.99,122.65899999999999,34.994,32.65 -2020-12-07 01:15:00,70.59,123.839,34.994,32.65 -2020-12-07 01:30:00,73.49,124.073,34.994,32.65 -2020-12-07 01:45:00,70.94,124.50200000000001,34.994,32.65 -2020-12-07 02:00:00,66.53,125.896,34.571,32.65 -2020-12-07 02:15:00,67.94,127.52,34.571,32.65 -2020-12-07 02:30:00,66.77,128.33700000000002,34.571,32.65 -2020-12-07 02:45:00,67.8,130.205,34.571,32.65 -2020-12-07 03:00:00,68.56,134.14700000000002,33.934,32.65 -2020-12-07 03:15:00,68.92,135.562,33.934,32.65 -2020-12-07 03:30:00,72.78,136.951,33.934,32.65 -2020-12-07 03:45:00,77.58,137.773,33.934,32.65 -2020-12-07 04:00:00,78.96,150.85,34.107,32.65 -2020-12-07 04:15:00,76.3,163.312,34.107,32.65 -2020-12-07 04:30:00,75.15,166.274,34.107,32.65 -2020-12-07 04:45:00,76.91,167.683,34.107,32.65 -2020-12-07 05:00:00,80.43,197.60299999999998,39.575,32.65 -2020-12-07 05:15:00,83.47,227.14,39.575,32.65 -2020-12-07 05:30:00,88.42,224.0,39.575,32.65 -2020-12-07 05:45:00,93.74,215.947,39.575,32.65 -2020-12-07 06:00:00,104.42,213.045,56.156000000000006,32.65 -2020-12-07 06:15:00,111.84,216.856,56.156000000000006,32.65 -2020-12-07 06:30:00,115.43,219.375,56.156000000000006,32.65 -2020-12-07 06:45:00,121.15,222.22299999999998,56.156000000000006,32.65 -2020-12-07 07:00:00,126.05,221.801,67.926,32.65 -2020-12-07 07:15:00,129.31,226.882,67.926,32.65 -2020-12-07 07:30:00,132.06,230.178,67.926,32.65 -2020-12-07 07:45:00,131.74,231.34599999999998,67.926,32.65 -2020-12-07 08:00:00,134.22,230.016,72.58,32.65 -2020-12-07 08:15:00,134.5,231.165,72.58,32.65 -2020-12-07 08:30:00,134.15,229.669,72.58,32.65 -2020-12-07 08:45:00,132.35,227.305,72.58,32.65 -2020-12-07 09:00:00,135.85,221.885,66.984,32.65 -2020-12-07 09:15:00,133.39,216.815,66.984,32.65 -2020-12-07 09:30:00,137.13,213.58900000000003,66.984,32.65 -2020-12-07 09:45:00,137.46,211.10299999999998,66.984,32.65 -2020-12-07 10:00:00,137.29,207.167,63.158,32.65 -2020-12-07 10:15:00,137.05,204.125,63.158,32.65 -2020-12-07 10:30:00,137.9,201.66,63.158,32.65 -2020-12-07 10:45:00,135.05,200.014,63.158,32.65 -2020-12-07 11:00:00,137.29,197.605,61.141000000000005,32.65 -2020-12-07 11:15:00,137.89,196.96099999999998,61.141000000000005,32.65 -2020-12-07 11:30:00,136.52,196.918,61.141000000000005,32.65 -2020-12-07 11:45:00,136.73,194.68599999999998,61.141000000000005,32.65 -2020-12-07 12:00:00,135.1,190.422,57.961000000000006,32.65 -2020-12-07 12:15:00,132.49,189.833,57.961000000000006,32.65 -2020-12-07 12:30:00,133.75,189.05700000000002,57.961000000000006,32.65 -2020-12-07 12:45:00,132.35,190.261,57.961000000000006,32.65 -2020-12-07 13:00:00,131.69,190.002,56.843,32.65 -2020-12-07 13:15:00,130.03,189.96599999999998,56.843,32.65 -2020-12-07 13:30:00,129.19,188.69799999999998,56.843,32.65 -2020-12-07 13:45:00,129.62,188.476,56.843,32.65 -2020-12-07 14:00:00,131.03,187.24900000000002,55.992,32.65 -2020-12-07 14:15:00,133.01,187.574,55.992,32.65 -2020-12-07 14:30:00,132.23,187.301,55.992,32.65 -2020-12-07 14:45:00,130.84,187.215,55.992,32.65 -2020-12-07 15:00:00,132.97,188.435,57.523,32.65 -2020-12-07 15:15:00,132.34,188.688,57.523,32.65 -2020-12-07 15:30:00,133.31,190.551,57.523,32.65 -2020-12-07 15:45:00,133.8,192.769,57.523,32.65 -2020-12-07 16:00:00,136.26,193.521,59.471000000000004,32.65 -2020-12-07 16:15:00,137.17,194.09599999999998,59.471000000000004,32.65 -2020-12-07 16:30:00,133.45,196.149,59.471000000000004,32.65 -2020-12-07 16:45:00,141.66,197.045,59.471000000000004,32.65 -2020-12-07 17:00:00,155.57,199.225,65.066,32.65 -2020-12-07 17:15:00,156.59,199.476,65.066,32.65 -2020-12-07 17:30:00,158.11,199.28400000000002,65.066,32.65 -2020-12-07 17:45:00,143.66,199.03099999999998,65.066,32.65 -2020-12-07 18:00:00,137.35,200.05900000000003,69.581,32.65 -2020-12-07 18:15:00,140.33,198.747,69.581,32.65 -2020-12-07 18:30:00,138.53,197.518,69.581,32.65 -2020-12-07 18:45:00,138.89,196.44299999999998,69.581,32.65 -2020-12-07 19:00:00,138.22,197.331,73.771,32.65 -2020-12-07 19:15:00,133.86,194.03,73.771,32.65 -2020-12-07 19:30:00,132.32,192.628,73.771,32.65 -2020-12-07 19:45:00,130.15,189.213,73.771,32.65 -2020-12-07 20:00:00,125.89,185.597,65.035,32.65 -2020-12-07 20:15:00,120.27,180.40099999999998,65.035,32.65 -2020-12-07 20:30:00,116.83,175.91099999999997,65.035,32.65 -2020-12-07 20:45:00,115.19,173.76,65.035,32.65 -2020-12-07 21:00:00,113.15,172.405,58.7,32.65 -2020-12-07 21:15:00,109.2,169.50599999999997,58.7,32.65 -2020-12-07 21:30:00,106.77,168.132,58.7,32.65 -2020-12-07 21:45:00,102.99,166.173,58.7,32.65 -2020-12-07 22:00:00,100.77,157.714,53.888000000000005,32.65 -2020-12-07 22:15:00,98.17,152.30700000000002,53.888000000000005,32.65 -2020-12-07 22:30:00,96.13,137.769,53.888000000000005,32.65 -2020-12-07 22:45:00,92.55,129.42,53.888000000000005,32.65 -2020-12-07 23:00:00,91.82,123.929,45.501999999999995,32.65 -2020-12-07 23:15:00,89.24,122.87299999999999,45.501999999999995,32.65 -2020-12-07 23:30:00,86.63,123.27600000000001,45.501999999999995,32.65 -2020-12-07 23:45:00,83.86,123.38,45.501999999999995,32.65 -2020-12-08 00:00:00,81.48,116.75399999999999,43.537,32.65 -2020-12-08 00:15:00,80.94,116.822,43.537,32.65 -2020-12-08 00:30:00,78.77,117.975,43.537,32.65 -2020-12-08 00:45:00,79.27,119.594,43.537,32.65 -2020-12-08 01:00:00,79.97,121.589,41.854,32.65 -2020-12-08 01:15:00,75.56,122.323,41.854,32.65 -2020-12-08 01:30:00,74.99,122.73700000000001,41.854,32.65 -2020-12-08 01:45:00,74.98,123.461,41.854,32.65 -2020-12-08 02:00:00,75.24,124.875,40.321,32.65 -2020-12-08 02:15:00,76.79,126.37799999999999,40.321,32.65 -2020-12-08 02:30:00,77.69,126.604,40.321,32.65 -2020-12-08 02:45:00,75.39,128.481,40.321,32.65 -2020-12-08 03:00:00,75.09,131.209,39.632,32.65 -2020-12-08 03:15:00,77.11,131.793,39.632,32.65 -2020-12-08 03:30:00,77.43,133.668,39.632,32.65 -2020-12-08 03:45:00,78.5,134.694,39.632,32.65 -2020-12-08 04:00:00,80.28,147.555,40.183,32.65 -2020-12-08 04:15:00,79.41,159.66299999999998,40.183,32.65 -2020-12-08 04:30:00,80.97,162.30100000000002,40.183,32.65 -2020-12-08 04:45:00,83.79,164.922,40.183,32.65 -2020-12-08 05:00:00,87.76,199.80200000000002,43.945,32.65 -2020-12-08 05:15:00,91.47,229.07,43.945,32.65 -2020-12-08 05:30:00,96.61,224.416,43.945,32.65 -2020-12-08 05:45:00,100.78,216.40099999999998,43.945,32.65 -2020-12-08 06:00:00,109.95,212.322,56.048,32.65 -2020-12-08 06:15:00,114.88,217.763,56.048,32.65 -2020-12-08 06:30:00,120.13,219.68400000000003,56.048,32.65 -2020-12-08 06:45:00,125.43,222.21400000000003,56.048,32.65 -2020-12-08 07:00:00,131.43,221.608,65.74,32.65 -2020-12-08 07:15:00,135.23,226.53900000000002,65.74,32.65 -2020-12-08 07:30:00,137.34,229.292,65.74,32.65 -2020-12-08 07:45:00,140.61,230.69,65.74,32.65 -2020-12-08 08:00:00,140.68,229.48,72.757,32.65 -2020-12-08 08:15:00,141.83,229.604,72.757,32.65 -2020-12-08 08:30:00,140.68,227.933,72.757,32.65 -2020-12-08 08:45:00,140.89,225.28400000000002,72.757,32.65 -2020-12-08 09:00:00,137.03,218.998,67.692,32.65 -2020-12-08 09:15:00,139.39,215.53799999999998,67.692,32.65 -2020-12-08 09:30:00,139.92,212.989,67.692,32.65 -2020-12-08 09:45:00,139.63,210.25900000000001,67.692,32.65 -2020-12-08 10:00:00,141.01,205.74200000000002,63.506,32.65 -2020-12-08 10:15:00,141.07,201.618,63.506,32.65 -2020-12-08 10:30:00,142.01,199.31,63.506,32.65 -2020-12-08 10:45:00,148.52,197.928,63.506,32.65 -2020-12-08 11:00:00,159.29,196.99099999999999,60.758,32.65 -2020-12-08 11:15:00,158.54,195.997,60.758,32.65 -2020-12-08 11:30:00,159.27,194.8,60.758,32.65 -2020-12-08 11:45:00,146.55,193.266,60.758,32.65 -2020-12-08 12:00:00,143.87,187.637,57.519,32.65 -2020-12-08 12:15:00,142.59,186.643,57.519,32.65 -2020-12-08 12:30:00,142.23,186.595,57.519,32.65 -2020-12-08 12:45:00,140.71,187.507,57.519,32.65 -2020-12-08 13:00:00,136.17,186.812,56.46,32.65 -2020-12-08 13:15:00,135.08,186.417,56.46,32.65 -2020-12-08 13:30:00,133.39,186.313,56.46,32.65 -2020-12-08 13:45:00,132.97,186.27599999999998,56.46,32.65 -2020-12-08 14:00:00,133.26,185.308,56.207,32.65 -2020-12-08 14:15:00,134.5,185.797,56.207,32.65 -2020-12-08 14:30:00,134.65,186.173,56.207,32.65 -2020-12-08 14:45:00,134.64,186.024,56.207,32.65 -2020-12-08 15:00:00,135.74,186.833,57.391999999999996,32.65 -2020-12-08 15:15:00,137.12,187.408,57.391999999999996,32.65 -2020-12-08 15:30:00,138.16,189.517,57.391999999999996,32.65 -2020-12-08 15:45:00,139.22,191.333,57.391999999999996,32.65 -2020-12-08 16:00:00,144.76,192.426,59.955,32.65 -2020-12-08 16:15:00,147.35,193.497,59.955,32.65 -2020-12-08 16:30:00,147.5,196.205,59.955,32.65 -2020-12-08 16:45:00,149.58,197.412,59.955,32.65 -2020-12-08 17:00:00,161.96,200.109,67.063,32.65 -2020-12-08 17:15:00,162.06,200.412,67.063,32.65 -2020-12-08 17:30:00,163.06,200.90400000000002,67.063,32.65 -2020-12-08 17:45:00,150.37,200.532,67.063,32.65 -2020-12-08 18:00:00,142.45,201.481,71.477,32.65 -2020-12-08 18:15:00,144.58,199.622,71.477,32.65 -2020-12-08 18:30:00,143.42,198.09599999999998,71.477,32.65 -2020-12-08 18:45:00,143.59,197.825,71.477,32.65 -2020-12-08 19:00:00,141.4,198.78900000000002,74.32,32.65 -2020-12-08 19:15:00,138.68,195.19799999999998,74.32,32.65 -2020-12-08 19:30:00,136.14,193.11599999999999,74.32,32.65 -2020-12-08 19:45:00,135.11,189.708,74.32,32.65 -2020-12-08 20:00:00,130.38,186.248,66.157,32.65 -2020-12-08 20:15:00,125.0,180.418,66.157,32.65 -2020-12-08 20:30:00,121.61,176.912,66.157,32.65 -2020-12-08 20:45:00,119.36,174.207,66.157,32.65 -2020-12-08 21:00:00,116.99,172.13299999999998,59.806000000000004,32.65 -2020-12-08 21:15:00,116.17,170.135,59.806000000000004,32.65 -2020-12-08 21:30:00,118.31,168.03,59.806000000000004,32.65 -2020-12-08 21:45:00,115.49,166.30599999999998,59.806000000000004,32.65 -2020-12-08 22:00:00,106.63,159.56,54.785,32.65 -2020-12-08 22:15:00,103.62,153.899,54.785,32.65 -2020-12-08 22:30:00,104.21,139.499,54.785,32.65 -2020-12-08 22:45:00,103.55,131.433,54.785,32.65 -2020-12-08 23:00:00,100.51,125.949,47.176,32.65 -2020-12-08 23:15:00,93.05,123.975,47.176,32.65 -2020-12-08 23:30:00,89.98,124.031,47.176,32.65 -2020-12-08 23:45:00,88.91,123.681,47.176,32.65 -2020-12-09 00:00:00,91.27,117.072,43.42,32.65 -2020-12-09 00:15:00,91.07,117.11,43.42,32.65 -2020-12-09 00:30:00,87.44,118.256,43.42,32.65 -2020-12-09 00:45:00,84.26,119.85700000000001,43.42,32.65 -2020-12-09 01:00:00,86.4,121.887,40.869,32.65 -2020-12-09 01:15:00,87.29,122.62,40.869,32.65 -2020-12-09 01:30:00,87.03,123.04299999999999,40.869,32.65 -2020-12-09 01:45:00,82.74,123.751,40.869,32.65 -2020-12-09 02:00:00,80.31,125.185,39.541,32.65 -2020-12-09 02:15:00,81.19,126.69,39.541,32.65 -2020-12-09 02:30:00,86.0,126.91799999999999,39.541,32.65 -2020-12-09 02:45:00,86.44,128.79399999999998,39.541,32.65 -2020-12-09 03:00:00,85.55,131.509,39.052,32.65 -2020-12-09 03:15:00,80.17,132.123,39.052,32.65 -2020-12-09 03:30:00,84.96,134.0,39.052,32.65 -2020-12-09 03:45:00,88.74,135.02700000000002,39.052,32.65 -2020-12-09 04:00:00,90.1,147.856,40.36,32.65 -2020-12-09 04:15:00,86.33,159.96,40.36,32.65 -2020-12-09 04:30:00,85.2,162.585,40.36,32.65 -2020-12-09 04:45:00,86.88,165.207,40.36,32.65 -2020-12-09 05:00:00,93.26,200.05,43.133,32.65 -2020-12-09 05:15:00,99.1,229.263,43.133,32.65 -2020-12-09 05:30:00,104.98,224.636,43.133,32.65 -2020-12-09 05:45:00,108.07,216.644,43.133,32.65 -2020-12-09 06:00:00,110.28,212.59,54.953,32.65 -2020-12-09 06:15:00,116.51,218.035,54.953,32.65 -2020-12-09 06:30:00,119.87,220.00099999999998,54.953,32.65 -2020-12-09 06:45:00,127.56,222.575,54.953,32.65 -2020-12-09 07:00:00,130.61,221.97299999999998,66.566,32.65 -2020-12-09 07:15:00,131.47,226.91099999999997,66.566,32.65 -2020-12-09 07:30:00,133.34,229.667,66.566,32.65 -2020-12-09 07:45:00,136.34,231.06599999999997,66.566,32.65 -2020-12-09 08:00:00,138.72,229.86599999999999,72.902,32.65 -2020-12-09 08:15:00,140.05,229.984,72.902,32.65 -2020-12-09 08:30:00,140.81,228.317,72.902,32.65 -2020-12-09 08:45:00,140.14,225.637,72.902,32.65 -2020-12-09 09:00:00,141.66,219.325,68.465,32.65 -2020-12-09 09:15:00,142.55,215.872,68.465,32.65 -2020-12-09 09:30:00,144.01,213.329,68.465,32.65 -2020-12-09 09:45:00,148.03,210.588,68.465,32.65 -2020-12-09 10:00:00,148.43,206.063,63.625,32.65 -2020-12-09 10:15:00,148.69,201.92,63.625,32.65 -2020-12-09 10:30:00,147.3,199.59,63.625,32.65 -2020-12-09 10:45:00,150.11,198.201,63.625,32.65 -2020-12-09 11:00:00,165.23,197.245,61.628,32.65 -2020-12-09 11:15:00,167.64,196.24,61.628,32.65 -2020-12-09 11:30:00,171.35,195.041,61.628,32.65 -2020-12-09 11:45:00,158.93,193.50099999999998,61.628,32.65 -2020-12-09 12:00:00,150.69,187.872,58.708999999999996,32.65 -2020-12-09 12:15:00,147.05,186.891,58.708999999999996,32.65 -2020-12-09 12:30:00,147.05,186.858,58.708999999999996,32.65 -2020-12-09 12:45:00,144.87,187.774,58.708999999999996,32.65 -2020-12-09 13:00:00,143.99,187.047,57.373000000000005,32.65 -2020-12-09 13:15:00,143.5,186.655,57.373000000000005,32.65 -2020-12-09 13:30:00,140.33,186.545,57.373000000000005,32.65 -2020-12-09 13:45:00,139.48,186.498,57.373000000000005,32.65 -2020-12-09 14:00:00,139.53,185.511,57.684,32.65 -2020-12-09 14:15:00,138.98,186.005,57.684,32.65 -2020-12-09 14:30:00,138.49,186.405,57.684,32.65 -2020-12-09 14:45:00,137.14,186.267,57.684,32.65 -2020-12-09 15:00:00,135.82,187.095,58.03,32.65 -2020-12-09 15:15:00,135.39,187.666,58.03,32.65 -2020-12-09 15:30:00,138.38,189.798,58.03,32.65 -2020-12-09 15:45:00,138.54,191.613,58.03,32.65 -2020-12-09 16:00:00,139.67,192.706,59.97,32.65 -2020-12-09 16:15:00,145.31,193.799,59.97,32.65 -2020-12-09 16:30:00,147.26,196.513,59.97,32.65 -2020-12-09 16:45:00,151.24,197.75099999999998,59.97,32.65 -2020-12-09 17:00:00,169.05,200.424,65.661,32.65 -2020-12-09 17:15:00,169.17,200.75400000000002,65.661,32.65 -2020-12-09 17:30:00,170.79,201.261,65.661,32.65 -2020-12-09 17:45:00,149.97,200.899,65.661,32.65 -2020-12-09 18:00:00,141.53,201.86599999999999,70.96300000000001,32.65 -2020-12-09 18:15:00,143.4,199.97400000000002,70.96300000000001,32.65 -2020-12-09 18:30:00,142.84,198.456,70.96300000000001,32.65 -2020-12-09 18:45:00,143.61,198.19400000000002,70.96300000000001,32.65 -2020-12-09 19:00:00,142.88,199.144,74.133,32.65 -2020-12-09 19:15:00,140.01,195.545,74.133,32.65 -2020-12-09 19:30:00,138.02,193.44799999999998,74.133,32.65 -2020-12-09 19:45:00,135.99,190.014,74.133,32.65 -2020-12-09 20:00:00,129.82,186.553,65.613,32.65 -2020-12-09 20:15:00,124.78,180.71400000000003,65.613,32.65 -2020-12-09 20:30:00,122.6,177.18400000000003,65.613,32.65 -2020-12-09 20:45:00,120.04,174.5,65.613,32.65 -2020-12-09 21:00:00,116.74,172.41,58.583,32.65 -2020-12-09 21:15:00,113.73,170.396,58.583,32.65 -2020-12-09 21:30:00,111.56,168.293,58.583,32.65 -2020-12-09 21:45:00,112.32,166.574,58.583,32.65 -2020-12-09 22:00:00,111.72,159.83700000000002,54.411,32.65 -2020-12-09 22:15:00,110.88,154.179,54.411,32.65 -2020-12-09 22:30:00,104.66,139.827,54.411,32.65 -2020-12-09 22:45:00,99.54,131.77,54.411,32.65 -2020-12-09 23:00:00,93.47,126.26100000000001,47.878,32.65 -2020-12-09 23:15:00,92.23,124.285,47.878,32.65 -2020-12-09 23:30:00,90.56,124.353,47.878,32.65 -2020-12-09 23:45:00,89.81,123.98700000000001,47.878,32.65 -2020-12-10 00:00:00,92.49,117.383,44.513000000000005,32.65 -2020-12-10 00:15:00,87.7,117.391,44.513000000000005,32.65 -2020-12-10 00:30:00,90.23,118.53200000000001,44.513000000000005,32.65 -2020-12-10 00:45:00,85.04,120.113,44.513000000000005,32.65 -2020-12-10 01:00:00,82.13,122.18,43.169,32.65 -2020-12-10 01:15:00,80.96,122.911,43.169,32.65 -2020-12-10 01:30:00,85.8,123.34,43.169,32.65 -2020-12-10 01:45:00,87.1,124.03299999999999,43.169,32.65 -2020-12-10 02:00:00,87.01,125.48899999999999,41.763999999999996,32.65 -2020-12-10 02:15:00,82.06,126.995,41.763999999999996,32.65 -2020-12-10 02:30:00,85.45,127.22399999999999,41.763999999999996,32.65 -2020-12-10 02:45:00,87.43,129.1,41.763999999999996,32.65 -2020-12-10 03:00:00,87.6,131.804,41.155,32.65 -2020-12-10 03:15:00,83.72,132.446,41.155,32.65 -2020-12-10 03:30:00,87.63,134.326,41.155,32.65 -2020-12-10 03:45:00,90.33,135.352,41.155,32.65 -2020-12-10 04:00:00,91.8,148.15,41.96,32.65 -2020-12-10 04:15:00,88.57,160.25,41.96,32.65 -2020-12-10 04:30:00,87.86,162.861,41.96,32.65 -2020-12-10 04:45:00,87.24,165.486,41.96,32.65 -2020-12-10 05:00:00,94.72,200.29,45.206,32.65 -2020-12-10 05:15:00,98.25,229.452,45.206,32.65 -2020-12-10 05:30:00,98.01,224.84900000000002,45.206,32.65 -2020-12-10 05:45:00,102.63,216.87900000000002,45.206,32.65 -2020-12-10 06:00:00,109.41,212.851,55.398999999999994,32.65 -2020-12-10 06:15:00,116.05,218.298,55.398999999999994,32.65 -2020-12-10 06:30:00,120.99,220.30900000000003,55.398999999999994,32.65 -2020-12-10 06:45:00,125.66,222.928,55.398999999999994,32.65 -2020-12-10 07:00:00,129.75,222.33,64.627,32.65 -2020-12-10 07:15:00,134.39,227.273,64.627,32.65 -2020-12-10 07:30:00,136.07,230.03400000000002,64.627,32.65 -2020-12-10 07:45:00,137.41,231.43200000000002,64.627,32.65 -2020-12-10 08:00:00,138.31,230.24200000000002,70.895,32.65 -2020-12-10 08:15:00,138.27,230.352,70.895,32.65 -2020-12-10 08:30:00,139.4,228.68900000000002,70.895,32.65 -2020-12-10 08:45:00,139.75,225.979,70.895,32.65 -2020-12-10 09:00:00,140.06,219.641,66.382,32.65 -2020-12-10 09:15:00,143.71,216.195,66.382,32.65 -2020-12-10 09:30:00,145.38,213.66,66.382,32.65 -2020-12-10 09:45:00,143.55,210.907,66.382,32.65 -2020-12-10 10:00:00,144.96,206.37400000000002,62.739,32.65 -2020-12-10 10:15:00,143.67,202.21099999999998,62.739,32.65 -2020-12-10 10:30:00,142.44,199.86,62.739,32.65 -2020-12-10 10:45:00,142.02,198.46400000000003,62.739,32.65 -2020-12-10 11:00:00,140.23,197.49099999999999,60.843,32.65 -2020-12-10 11:15:00,141.63,196.47299999999998,60.843,32.65 -2020-12-10 11:30:00,140.83,195.273,60.843,32.65 -2020-12-10 11:45:00,140.68,193.729,60.843,32.65 -2020-12-10 12:00:00,140.94,188.09900000000002,58.466,32.65 -2020-12-10 12:15:00,140.46,187.13,58.466,32.65 -2020-12-10 12:30:00,138.97,187.112,58.466,32.65 -2020-12-10 12:45:00,136.01,188.033,58.466,32.65 -2020-12-10 13:00:00,137.69,187.275,56.883,32.65 -2020-12-10 13:15:00,137.48,186.88400000000001,56.883,32.65 -2020-12-10 13:30:00,132.54,186.77,56.883,32.65 -2020-12-10 13:45:00,133.09,186.713,56.883,32.65 -2020-12-10 14:00:00,135.21,185.706,56.503,32.65 -2020-12-10 14:15:00,136.53,186.206,56.503,32.65 -2020-12-10 14:30:00,137.12,186.63,56.503,32.65 -2020-12-10 14:45:00,137.05,186.502,56.503,32.65 -2020-12-10 15:00:00,137.96,187.34900000000002,57.803999999999995,32.65 -2020-12-10 15:15:00,139.18,187.918,57.803999999999995,32.65 -2020-12-10 15:30:00,136.67,190.06900000000002,57.803999999999995,32.65 -2020-12-10 15:45:00,137.64,191.88400000000001,57.803999999999995,32.65 -2020-12-10 16:00:00,138.45,192.976,59.379,32.65 -2020-12-10 16:15:00,142.96,194.09,59.379,32.65 -2020-12-10 16:30:00,146.32,196.812,59.379,32.65 -2020-12-10 16:45:00,153.38,198.078,59.379,32.65 -2020-12-10 17:00:00,168.95,200.729,64.71600000000001,32.65 -2020-12-10 17:15:00,169.75,201.08599999999998,64.71600000000001,32.65 -2020-12-10 17:30:00,169.32,201.61,64.71600000000001,32.65 -2020-12-10 17:45:00,147.93,201.25599999999997,64.71600000000001,32.65 -2020-12-10 18:00:00,141.13,202.24400000000003,68.803,32.65 -2020-12-10 18:15:00,143.26,200.32,68.803,32.65 -2020-12-10 18:30:00,143.39,198.808,68.803,32.65 -2020-12-10 18:45:00,144.16,198.555,68.803,32.65 -2020-12-10 19:00:00,142.57,199.49099999999999,72.934,32.65 -2020-12-10 19:15:00,140.71,195.882,72.934,32.65 -2020-12-10 19:30:00,137.64,193.773,72.934,32.65 -2020-12-10 19:45:00,135.04,190.31400000000002,72.934,32.65 -2020-12-10 20:00:00,132.42,186.852,65.175,32.65 -2020-12-10 20:15:00,126.79,181.005,65.175,32.65 -2020-12-10 20:30:00,122.81,177.45,65.175,32.65 -2020-12-10 20:45:00,120.88,174.785,65.175,32.65 -2020-12-10 21:00:00,117.89,172.68099999999998,58.55,32.65 -2020-12-10 21:15:00,115.42,170.65,58.55,32.65 -2020-12-10 21:30:00,118.82,168.548,58.55,32.65 -2020-12-10 21:45:00,116.05,166.838,58.55,32.65 -2020-12-10 22:00:00,113.48,160.107,55.041000000000004,32.65 -2020-12-10 22:15:00,110.17,154.452,55.041000000000004,32.65 -2020-12-10 22:30:00,99.6,140.149,55.041000000000004,32.65 -2020-12-10 22:45:00,100.62,132.09799999999998,55.041000000000004,32.65 -2020-12-10 23:00:00,94.51,126.565,48.258,32.65 -2020-12-10 23:15:00,91.88,124.586,48.258,32.65 -2020-12-10 23:30:00,89.58,124.66799999999999,48.258,32.65 -2020-12-10 23:45:00,91.27,124.288,48.258,32.65 -2020-12-11 00:00:00,91.85,116.62899999999999,45.02,32.65 -2020-12-11 00:15:00,90.83,116.805,45.02,32.65 -2020-12-11 00:30:00,85.32,117.803,45.02,32.65 -2020-12-11 00:45:00,82.24,119.473,45.02,32.65 -2020-12-11 01:00:00,79.17,121.26299999999999,42.695,32.65 -2020-12-11 01:15:00,81.0,122.91799999999999,42.695,32.65 -2020-12-11 01:30:00,77.89,123.124,42.695,32.65 -2020-12-11 01:45:00,78.18,123.911,42.695,32.65 -2020-12-11 02:00:00,81.93,125.464,41.511,32.65 -2020-12-11 02:15:00,86.0,126.85700000000001,41.511,32.65 -2020-12-11 02:30:00,86.34,127.60600000000001,41.511,32.65 -2020-12-11 02:45:00,81.69,129.531,41.511,32.65 -2020-12-11 03:00:00,81.72,131.216,41.162,32.65 -2020-12-11 03:15:00,86.02,132.842,41.162,32.65 -2020-12-11 03:30:00,88.54,134.709,41.162,32.65 -2020-12-11 03:45:00,89.73,136.055,41.162,32.65 -2020-12-11 04:00:00,84.52,149.05200000000002,42.226000000000006,32.65 -2020-12-11 04:15:00,82.83,160.917,42.226000000000006,32.65 -2020-12-11 04:30:00,84.73,163.737,42.226000000000006,32.65 -2020-12-11 04:45:00,86.99,165.222,42.226000000000006,32.65 -2020-12-11 05:00:00,89.74,198.715,45.597,32.65 -2020-12-11 05:15:00,93.03,229.33,45.597,32.65 -2020-12-11 05:30:00,96.79,225.83599999999998,45.597,32.65 -2020-12-11 05:45:00,101.33,217.828,45.597,32.65 -2020-12-11 06:00:00,110.09,214.25900000000001,56.263999999999996,32.65 -2020-12-11 06:15:00,118.24,218.227,56.263999999999996,32.65 -2020-12-11 06:30:00,122.75,219.41400000000002,56.263999999999996,32.65 -2020-12-11 06:45:00,127.63,223.713,56.263999999999996,32.65 -2020-12-11 07:00:00,132.56,222.27200000000002,66.888,32.65 -2020-12-11 07:15:00,135.59,228.239,66.888,32.65 -2020-12-11 07:30:00,138.93,230.83900000000003,66.888,32.65 -2020-12-11 07:45:00,140.11,231.35,66.888,32.65 -2020-12-11 08:00:00,140.74,229.05599999999998,73.459,32.65 -2020-12-11 08:15:00,138.35,228.766,73.459,32.65 -2020-12-11 08:30:00,138.94,228.084,73.459,32.65 -2020-12-11 08:45:00,138.68,223.765,73.459,32.65 -2020-12-11 09:00:00,138.76,217.87099999999998,69.087,32.65 -2020-12-11 09:15:00,142.43,214.997,69.087,32.65 -2020-12-11 09:30:00,145.27,212.041,69.087,32.65 -2020-12-11 09:45:00,145.82,209.167,69.087,32.65 -2020-12-11 10:00:00,146.67,203.49599999999998,65.404,32.65 -2020-12-11 10:15:00,146.04,200.011,65.404,32.65 -2020-12-11 10:30:00,146.52,197.567,65.404,32.65 -2020-12-11 10:45:00,146.39,195.722,65.404,32.65 -2020-12-11 11:00:00,144.72,194.715,63.0,32.65 -2020-12-11 11:15:00,144.28,192.791,63.0,32.65 -2020-12-11 11:30:00,145.11,193.333,63.0,32.65 -2020-12-11 11:45:00,143.67,191.829,63.0,32.65 -2020-12-11 12:00:00,143.59,187.28,59.083,32.65 -2020-12-11 12:15:00,143.45,184.239,59.083,32.65 -2020-12-11 12:30:00,142.82,184.391,59.083,32.65 -2020-12-11 12:45:00,140.7,185.827,59.083,32.65 -2020-12-11 13:00:00,139.92,185.97299999999998,56.611999999999995,32.65 -2020-12-11 13:15:00,139.16,186.396,56.611999999999995,32.65 -2020-12-11 13:30:00,136.21,186.297,56.611999999999995,32.65 -2020-12-11 13:45:00,136.82,186.169,56.611999999999995,32.65 -2020-12-11 14:00:00,134.19,184.005,55.161,32.65 -2020-12-11 14:15:00,134.68,184.335,55.161,32.65 -2020-12-11 14:30:00,134.81,185.299,55.161,32.65 -2020-12-11 14:45:00,133.75,185.48,55.161,32.65 -2020-12-11 15:00:00,133.3,185.865,55.583,32.65 -2020-12-11 15:15:00,132.89,185.993,55.583,32.65 -2020-12-11 15:30:00,133.49,186.65400000000002,55.583,32.65 -2020-12-11 15:45:00,133.98,188.61599999999999,55.583,32.65 -2020-12-11 16:00:00,135.78,188.544,57.611999999999995,32.65 -2020-12-11 16:15:00,139.22,189.968,57.611999999999995,32.65 -2020-12-11 16:30:00,141.38,192.791,57.611999999999995,32.65 -2020-12-11 16:45:00,141.75,193.968,57.611999999999995,32.65 -2020-12-11 17:00:00,142.8,196.8,64.14,32.65 -2020-12-11 17:15:00,142.37,196.774,64.14,32.65 -2020-12-11 17:30:00,142.8,196.99900000000002,64.14,32.65 -2020-12-11 17:45:00,141.37,196.421,64.14,32.65 -2020-12-11 18:00:00,139.86,198.11599999999999,68.086,32.65 -2020-12-11 18:15:00,137.98,195.77200000000002,68.086,32.65 -2020-12-11 18:30:00,137.12,194.65900000000002,68.086,32.65 -2020-12-11 18:45:00,137.09,194.41099999999997,68.086,32.65 -2020-12-11 19:00:00,135.72,196.236,69.915,32.65 -2020-12-11 19:15:00,133.39,193.97799999999998,69.915,32.65 -2020-12-11 19:30:00,131.85,191.445,69.915,32.65 -2020-12-11 19:45:00,128.74,187.503,69.915,32.65 -2020-12-11 20:00:00,123.92,184.093,61.695,32.65 -2020-12-11 20:15:00,119.13,178.245,61.695,32.65 -2020-12-11 20:30:00,116.21,174.625,61.695,32.65 -2020-12-11 20:45:00,114.15,172.53400000000002,61.695,32.65 -2020-12-11 21:00:00,114.45,170.922,56.041000000000004,32.65 -2020-12-11 21:15:00,112.95,169.31,56.041000000000004,32.65 -2020-12-11 21:30:00,111.79,167.25400000000002,56.041000000000004,32.65 -2020-12-11 21:45:00,111.52,166.093,56.041000000000004,32.65 -2020-12-11 22:00:00,100.51,160.34799999999998,51.888999999999996,32.65 -2020-12-11 22:15:00,97.98,154.564,51.888999999999996,32.65 -2020-12-11 22:30:00,92.39,146.664,51.888999999999996,32.65 -2020-12-11 22:45:00,92.97,142.139,51.888999999999996,32.65 -2020-12-11 23:00:00,94.85,136.137,45.787,32.65 -2020-12-11 23:15:00,93.72,132.213,45.787,32.65 -2020-12-11 23:30:00,88.87,130.852,45.787,32.65 -2020-12-11 23:45:00,84.74,129.795,45.787,32.65 -2020-12-12 00:00:00,84.97,114.07600000000001,41.815,32.468 -2020-12-12 00:15:00,83.87,109.97399999999999,41.815,32.468 -2020-12-12 00:30:00,79.35,112.294,41.815,32.468 -2020-12-12 00:45:00,76.4,114.661,41.815,32.468 -2020-12-12 01:00:00,78.93,117.113,38.645,32.468 -2020-12-12 01:15:00,79.22,117.779,38.645,32.468 -2020-12-12 01:30:00,74.91,117.477,38.645,32.468 -2020-12-12 01:45:00,70.19,118.03,38.645,32.468 -2020-12-12 02:00:00,69.07,120.29,36.696,32.468 -2020-12-12 02:15:00,68.62,121.31700000000001,36.696,32.468 -2020-12-12 02:30:00,76.58,120.963,36.696,32.468 -2020-12-12 02:45:00,71.16,122.986,36.696,32.468 -2020-12-12 03:00:00,72.83,125.289,35.42,32.468 -2020-12-12 03:15:00,75.73,125.73200000000001,35.42,32.468 -2020-12-12 03:30:00,75.68,126.01299999999999,35.42,32.468 -2020-12-12 03:45:00,71.18,127.463,35.42,32.468 -2020-12-12 04:00:00,69.45,136.298,35.167,32.468 -2020-12-12 04:15:00,68.25,145.624,35.167,32.468 -2020-12-12 04:30:00,69.44,146.27200000000002,35.167,32.468 -2020-12-12 04:45:00,69.89,147.263,35.167,32.468 -2020-12-12 05:00:00,71.14,164.803,35.311,32.468 -2020-12-12 05:15:00,71.23,176.438,35.311,32.468 -2020-12-12 05:30:00,71.29,173.31400000000002,35.311,32.468 -2020-12-12 05:45:00,72.91,170.747,35.311,32.468 -2020-12-12 06:00:00,74.72,185.908,37.117,32.468 -2020-12-12 06:15:00,76.39,206.178,37.117,32.468 -2020-12-12 06:30:00,78.26,202.05200000000002,37.117,32.468 -2020-12-12 06:45:00,80.93,197.43599999999998,37.117,32.468 -2020-12-12 07:00:00,84.33,192.245,40.948,32.468 -2020-12-12 07:15:00,86.73,196.97,40.948,32.468 -2020-12-12 07:30:00,90.02,202.268,40.948,32.468 -2020-12-12 07:45:00,93.49,206.74400000000003,40.948,32.468 -2020-12-12 08:00:00,95.85,208.5,44.903,32.468 -2020-12-12 08:15:00,97.55,211.82299999999998,44.903,32.468 -2020-12-12 08:30:00,99.61,212.753,44.903,32.468 -2020-12-12 08:45:00,103.07,211.549,44.903,32.468 -2020-12-12 09:00:00,104.78,207.393,46.283,32.468 -2020-12-12 09:15:00,105.94,205.275,46.283,32.468 -2020-12-12 09:30:00,106.91,203.227,46.283,32.468 -2020-12-12 09:45:00,107.66,200.5,46.283,32.468 -2020-12-12 10:00:00,108.32,195.109,44.103,32.468 -2020-12-12 10:15:00,109.17,191.769,44.103,32.468 -2020-12-12 10:30:00,109.72,189.468,44.103,32.468 -2020-12-12 10:45:00,110.26,188.91,44.103,32.468 -2020-12-12 11:00:00,111.78,188.105,42.373999999999995,32.468 -2020-12-12 11:15:00,113.31,185.49,42.373999999999995,32.468 -2020-12-12 11:30:00,113.65,184.924,42.373999999999995,32.468 -2020-12-12 11:45:00,113.32,182.46900000000002,42.373999999999995,32.468 -2020-12-12 12:00:00,111.9,177.05200000000002,39.937,32.468 -2020-12-12 12:15:00,111.01,174.662,39.937,32.468 -2020-12-12 12:30:00,108.83,175.142,39.937,32.468 -2020-12-12 12:45:00,106.63,175.82299999999998,39.937,32.468 -2020-12-12 13:00:00,103.27,175.53900000000002,37.138000000000005,32.468 -2020-12-12 13:15:00,101.79,173.928,37.138000000000005,32.468 -2020-12-12 13:30:00,101.3,173.377,37.138000000000005,32.468 -2020-12-12 13:45:00,101.1,173.704,37.138000000000005,32.468 -2020-12-12 14:00:00,100.88,172.74400000000003,36.141999999999996,32.468 -2020-12-12 14:15:00,100.41,172.542,36.141999999999996,32.468 -2020-12-12 14:30:00,100.19,171.72799999999998,36.141999999999996,32.468 -2020-12-12 14:45:00,99.5,172.138,36.141999999999996,32.468 -2020-12-12 15:00:00,98.71,173.196,37.964,32.468 -2020-12-12 15:15:00,98.98,174.12,37.964,32.468 -2020-12-12 15:30:00,99.94,176.325,37.964,32.468 -2020-12-12 15:45:00,100.8,178.297,37.964,32.468 -2020-12-12 16:00:00,104.51,177.041,40.699,32.468 -2020-12-12 16:15:00,107.74,179.368,40.699,32.468 -2020-12-12 16:30:00,108.74,182.148,40.699,32.468 -2020-12-12 16:45:00,109.29,184.231,40.699,32.468 -2020-12-12 17:00:00,110.17,186.467,46.216,32.468 -2020-12-12 17:15:00,110.88,188.104,46.216,32.468 -2020-12-12 17:30:00,111.64,188.24900000000002,46.216,32.468 -2020-12-12 17:45:00,112.51,187.28099999999998,46.216,32.468 -2020-12-12 18:00:00,112.37,188.514,51.123999999999995,32.468 -2020-12-12 18:15:00,112.02,187.929,51.123999999999995,32.468 -2020-12-12 18:30:00,111.33,188.148,51.123999999999995,32.468 -2020-12-12 18:45:00,111.02,184.58,51.123999999999995,32.468 -2020-12-12 19:00:00,110.03,187.303,52.336000000000006,32.468 -2020-12-12 19:15:00,108.32,184.541,52.336000000000006,32.468 -2020-12-12 19:30:00,107.24,182.74400000000003,52.336000000000006,32.468 -2020-12-12 19:45:00,106.61,178.607,52.336000000000006,32.468 -2020-12-12 20:00:00,102.62,177.35299999999998,48.825,32.468 -2020-12-12 20:15:00,97.95,173.604,48.825,32.468 -2020-12-12 20:30:00,96.03,169.61,48.825,32.468 -2020-12-12 20:45:00,94.62,167.145,48.825,32.468 -2020-12-12 21:00:00,92.77,167.74599999999998,43.729,32.468 -2020-12-12 21:15:00,90.0,166.553,43.729,32.468 -2020-12-12 21:30:00,87.78,165.718,43.729,32.468 -2020-12-12 21:45:00,87.21,164.16,43.729,32.468 -2020-12-12 22:00:00,86.33,159.75799999999998,44.126000000000005,32.468 -2020-12-12 22:15:00,84.41,156.444,44.126000000000005,32.468 -2020-12-12 22:30:00,82.37,154.756,44.126000000000005,32.468 -2020-12-12 22:45:00,80.33,152.092,44.126000000000005,32.468 -2020-12-12 23:00:00,76.41,148.47299999999998,38.169000000000004,32.468 -2020-12-12 23:15:00,74.99,142.928,38.169000000000004,32.468 -2020-12-12 23:30:00,72.58,139.857,38.169000000000004,32.468 -2020-12-12 23:45:00,70.05,136.382,38.169000000000004,32.468 -2020-12-13 00:00:00,67.83,114.786,35.232,32.468 -2020-12-13 00:15:00,65.77,110.337,35.232,32.468 -2020-12-13 00:30:00,64.76,112.277,35.232,32.468 -2020-12-13 00:45:00,63.83,115.316,35.232,32.468 -2020-12-13 01:00:00,62.51,117.65799999999999,31.403000000000002,32.468 -2020-12-13 01:15:00,61.48,119.354,31.403000000000002,32.468 -2020-12-13 01:30:00,61.2,119.575,31.403000000000002,32.468 -2020-12-13 01:45:00,60.78,119.804,31.403000000000002,32.468 -2020-12-13 02:00:00,59.95,121.339,30.69,32.468 -2020-12-13 02:15:00,59.57,121.521,30.69,32.468 -2020-12-13 02:30:00,59.18,122.01899999999999,30.69,32.468 -2020-12-13 02:45:00,59.27,124.5,30.69,32.468 -2020-12-13 03:00:00,59.3,127.10700000000001,29.516,32.468 -2020-12-13 03:15:00,59.76,127.05799999999999,29.516,32.468 -2020-12-13 03:30:00,60.59,128.73,29.516,32.468 -2020-12-13 03:45:00,60.29,130.10399999999998,29.516,32.468 -2020-12-13 04:00:00,59.87,138.665,29.148000000000003,32.468 -2020-12-13 04:15:00,59.82,146.981,29.148000000000003,32.468 -2020-12-13 04:30:00,60.61,147.683,29.148000000000003,32.468 -2020-12-13 04:45:00,60.83,148.946,29.148000000000003,32.468 -2020-12-13 05:00:00,61.5,162.963,28.706,32.468 -2020-12-13 05:15:00,62.25,172.148,28.706,32.468 -2020-12-13 05:30:00,63.05,168.88299999999998,28.706,32.468 -2020-12-13 05:45:00,63.76,166.579,28.706,32.468 -2020-12-13 06:00:00,64.65,181.65599999999998,28.771,32.468 -2020-12-13 06:15:00,65.56,200.222,28.771,32.468 -2020-12-13 06:30:00,65.84,195.041,28.771,32.468 -2020-12-13 06:45:00,67.8,189.417,28.771,32.468 -2020-12-13 07:00:00,69.8,186.665,31.39,32.468 -2020-12-13 07:15:00,72.1,190.542,31.39,32.468 -2020-12-13 07:30:00,74.71,194.625,31.39,32.468 -2020-12-13 07:45:00,76.75,198.34400000000002,31.39,32.468 -2020-12-13 08:00:00,78.86,201.938,34.972,32.468 -2020-12-13 08:15:00,81.37,205.171,34.972,32.468 -2020-12-13 08:30:00,82.52,207.74599999999998,34.972,32.468 -2020-12-13 08:45:00,84.69,208.512,34.972,32.468 -2020-12-13 09:00:00,85.83,203.933,36.709,32.468 -2020-12-13 09:15:00,87.39,202.365,36.709,32.468 -2020-12-13 09:30:00,88.29,200.173,36.709,32.468 -2020-12-13 09:45:00,89.37,197.327,36.709,32.468 -2020-12-13 10:00:00,91.42,194.422,35.812,32.468 -2020-12-13 10:15:00,92.02,191.58900000000003,35.812,32.468 -2020-12-13 10:30:00,93.21,189.86599999999999,35.812,32.468 -2020-12-13 10:45:00,95.56,187.44,35.812,32.468 -2020-12-13 11:00:00,97.35,187.52,36.746,32.468 -2020-12-13 11:15:00,99.58,185.02,36.746,32.468 -2020-12-13 11:30:00,99.04,183.602,36.746,32.468 -2020-12-13 11:45:00,101.44,181.74200000000002,36.746,32.468 -2020-12-13 12:00:00,102.29,175.783,35.048,32.468 -2020-12-13 12:15:00,100.68,175.27200000000002,35.048,32.468 -2020-12-13 12:30:00,97.69,174.334,35.048,32.468 -2020-12-13 12:45:00,93.5,174.06099999999998,35.048,32.468 -2020-12-13 13:00:00,93.18,173.04,29.987,32.468 -2020-12-13 13:15:00,91.25,174.38400000000001,29.987,32.468 -2020-12-13 13:30:00,90.27,173.607,29.987,32.468 -2020-12-13 13:45:00,90.93,173.293,29.987,32.468 -2020-12-13 14:00:00,91.2,172.57299999999998,27.21,32.468 -2020-12-13 14:15:00,91.53,173.56,27.21,32.468 -2020-12-13 14:30:00,92.77,173.96400000000003,27.21,32.468 -2020-12-13 14:45:00,92.68,173.96599999999998,27.21,32.468 -2020-12-13 15:00:00,92.95,173.54,27.726999999999997,32.468 -2020-12-13 15:15:00,93.32,175.192,27.726999999999997,32.468 -2020-12-13 15:30:00,93.65,177.99,27.726999999999997,32.468 -2020-12-13 15:45:00,94.82,180.645,27.726999999999997,32.468 -2020-12-13 16:00:00,97.84,181.21,32.23,32.468 -2020-12-13 16:15:00,102.34,182.666,32.23,32.468 -2020-12-13 16:30:00,104.88,185.718,32.23,32.468 -2020-12-13 16:45:00,106.38,187.96200000000002,32.23,32.468 -2020-12-13 17:00:00,108.65,190.179,42.016999999999996,32.468 -2020-12-13 17:15:00,110.19,191.53400000000002,42.016999999999996,32.468 -2020-12-13 17:30:00,112.07,191.988,42.016999999999996,32.468 -2020-12-13 17:45:00,113.2,193.269,42.016999999999996,32.468 -2020-12-13 18:00:00,112.55,193.99099999999999,49.338,32.468 -2020-12-13 18:15:00,110.56,194.68200000000002,49.338,32.468 -2020-12-13 18:30:00,110.25,192.84799999999998,49.338,32.468 -2020-12-13 18:45:00,110.1,191.11900000000003,49.338,32.468 -2020-12-13 19:00:00,108.26,193.512,52.369,32.468 -2020-12-13 19:15:00,106.2,191.321,52.369,32.468 -2020-12-13 19:30:00,105.15,189.34799999999998,52.369,32.468 -2020-12-13 19:45:00,104.42,186.611,52.369,32.468 -2020-12-13 20:00:00,108.33,185.328,50.405,32.468 -2020-12-13 20:15:00,108.05,182.543,50.405,32.468 -2020-12-13 20:30:00,103.92,179.755,50.405,32.468 -2020-12-13 20:45:00,96.6,176.112,50.405,32.468 -2020-12-13 21:00:00,98.84,174.137,46.235,32.468 -2020-12-13 21:15:00,101.2,172.30700000000002,46.235,32.468 -2020-12-13 21:30:00,100.09,171.757,46.235,32.468 -2020-12-13 21:45:00,99.54,170.34599999999998,46.235,32.468 -2020-12-13 22:00:00,91.06,164.78900000000002,46.861000000000004,32.468 -2020-12-13 22:15:00,90.94,160.716,46.861000000000004,32.468 -2020-12-13 22:30:00,85.27,155.94,46.861000000000004,32.468 -2020-12-13 22:45:00,86.11,152.435,46.861000000000004,32.468 -2020-12-13 23:00:00,87.91,146.025,41.302,32.468 -2020-12-13 23:15:00,88.21,142.32299999999998,41.302,32.468 -2020-12-13 23:30:00,84.64,140.062,41.302,32.468 -2020-12-13 23:45:00,77.19,137.455,41.302,32.468 -2020-12-14 00:00:00,73.85,119.242,37.164,32.65 -2020-12-14 00:15:00,76.66,117.71700000000001,37.164,32.65 -2020-12-14 00:30:00,78.78,119.77600000000001,37.164,32.65 -2020-12-14 00:45:00,77.4,122.26100000000001,37.164,32.65 -2020-12-14 01:00:00,68.45,124.65100000000001,34.994,32.65 -2020-12-14 01:15:00,73.71,125.82,34.994,32.65 -2020-12-14 01:30:00,75.05,126.103,34.994,32.65 -2020-12-14 01:45:00,74.17,126.43,34.994,32.65 -2020-12-14 02:00:00,71.84,127.964,34.571,32.65 -2020-12-14 02:15:00,74.01,129.599,34.571,32.65 -2020-12-14 02:30:00,74.73,130.429,34.571,32.65 -2020-12-14 02:45:00,74.65,132.29399999999998,34.571,32.65 -2020-12-14 03:00:00,70.83,136.15200000000002,33.934,32.65 -2020-12-14 03:15:00,76.74,137.769,33.934,32.65 -2020-12-14 03:30:00,78.07,139.173,33.934,32.65 -2020-12-14 03:45:00,77.08,139.999,33.934,32.65 -2020-12-14 04:00:00,73.01,152.859,34.107,32.65 -2020-12-14 04:15:00,78.81,165.28900000000002,34.107,32.65 -2020-12-14 04:30:00,80.92,168.162,34.107,32.65 -2020-12-14 04:45:00,82.24,169.58599999999998,34.107,32.65 -2020-12-14 05:00:00,82.67,199.233,39.575,32.65 -2020-12-14 05:15:00,82.48,228.407,39.575,32.65 -2020-12-14 05:30:00,87.89,225.44099999999997,39.575,32.65 -2020-12-14 05:45:00,93.59,217.542,39.575,32.65 -2020-12-14 06:00:00,104.33,214.821,56.156000000000006,32.65 -2020-12-14 06:15:00,110.84,218.653,56.156000000000006,32.65 -2020-12-14 06:30:00,116.28,221.476,56.156000000000006,32.65 -2020-12-14 06:45:00,125.61,224.635,56.156000000000006,32.65 -2020-12-14 07:00:00,128.28,224.24200000000002,67.926,32.65 -2020-12-14 07:15:00,129.58,229.359,67.926,32.65 -2020-12-14 07:30:00,133.95,232.672,67.926,32.65 -2020-12-14 07:45:00,132.49,233.838,67.926,32.65 -2020-12-14 08:00:00,136.16,232.574,72.58,32.65 -2020-12-14 08:15:00,133.51,233.67,72.58,32.65 -2020-12-14 08:30:00,136.78,232.19,72.58,32.65 -2020-12-14 08:45:00,132.47,229.61599999999999,72.58,32.65 -2020-12-14 09:00:00,134.5,224.016,66.984,32.65 -2020-12-14 09:15:00,136.6,218.998,66.984,32.65 -2020-12-14 09:30:00,141.47,215.822,66.984,32.65 -2020-12-14 09:45:00,137.79,213.25799999999998,66.984,32.65 -2020-12-14 10:00:00,135.32,209.27,63.158,32.65 -2020-12-14 10:15:00,131.67,206.097,63.158,32.65 -2020-12-14 10:30:00,131.48,203.485,63.158,32.65 -2020-12-14 10:45:00,133.72,201.791,63.158,32.65 -2020-12-14 11:00:00,129.21,199.26,61.141000000000005,32.65 -2020-12-14 11:15:00,129.73,198.532,61.141000000000005,32.65 -2020-12-14 11:30:00,131.24,198.482,61.141000000000005,32.65 -2020-12-14 11:45:00,132.76,196.21599999999998,61.141000000000005,32.65 -2020-12-14 12:00:00,129.52,191.954,57.961000000000006,32.65 -2020-12-14 12:15:00,133.74,191.457,57.961000000000006,32.65 -2020-12-14 12:30:00,133.03,190.775,57.961000000000006,32.65 -2020-12-14 12:45:00,135.84,192.012,57.961000000000006,32.65 -2020-12-14 13:00:00,131.88,191.54,56.843,32.65 -2020-12-14 13:15:00,130.95,191.511,56.843,32.65 -2020-12-14 13:30:00,128.48,190.205,56.843,32.65 -2020-12-14 13:45:00,128.95,189.919,56.843,32.65 -2020-12-14 14:00:00,123.91,188.565,55.992,32.65 -2020-12-14 14:15:00,124.92,188.925,55.992,32.65 -2020-12-14 14:30:00,124.35,188.81599999999997,55.992,32.65 -2020-12-14 14:45:00,126.22,188.80700000000002,55.992,32.65 -2020-12-14 15:00:00,127.2,190.158,57.523,32.65 -2020-12-14 15:15:00,128.82,190.382,57.523,32.65 -2020-12-14 15:30:00,126.77,192.38400000000001,57.523,32.65 -2020-12-14 15:45:00,128.99,194.595,57.523,32.65 -2020-12-14 16:00:00,133.74,195.34400000000002,59.471000000000004,32.65 -2020-12-14 16:15:00,135.18,196.06599999999997,59.471000000000004,32.65 -2020-12-14 16:30:00,136.84,198.168,59.471000000000004,32.65 -2020-12-14 16:45:00,137.31,199.264,59.471000000000004,32.65 -2020-12-14 17:00:00,139.82,201.285,65.066,32.65 -2020-12-14 17:15:00,139.13,201.725,65.066,32.65 -2020-12-14 17:30:00,139.59,201.65200000000002,65.066,32.65 -2020-12-14 17:45:00,139.83,201.465,65.066,32.65 -2020-12-14 18:00:00,137.48,202.62900000000002,69.581,32.65 -2020-12-14 18:15:00,135.23,201.102,69.581,32.65 -2020-12-14 18:30:00,134.3,199.922,69.581,32.65 -2020-12-14 18:45:00,134.53,198.91299999999998,69.581,32.65 -2020-12-14 19:00:00,132.27,199.696,73.771,32.65 -2020-12-14 19:15:00,137.65,196.335,73.771,32.65 -2020-12-14 19:30:00,137.55,194.843,73.771,32.65 -2020-12-14 19:45:00,136.21,191.26,73.771,32.65 -2020-12-14 20:00:00,121.11,187.632,65.035,32.65 -2020-12-14 20:15:00,117.82,182.38099999999997,65.035,32.65 -2020-12-14 20:30:00,115.14,177.72400000000002,65.035,32.65 -2020-12-14 20:45:00,115.32,175.71200000000002,65.035,32.65 -2020-12-14 21:00:00,109.37,174.25,58.7,32.65 -2020-12-14 21:15:00,108.96,171.238,58.7,32.65 -2020-12-14 21:30:00,104.73,169.86900000000003,58.7,32.65 -2020-12-14 21:45:00,104.04,167.965,58.7,32.65 -2020-12-14 22:00:00,99.84,159.553,53.888000000000005,32.65 -2020-12-14 22:15:00,96.41,154.173,53.888000000000005,32.65 -2020-12-14 22:30:00,96.15,139.96200000000002,53.888000000000005,32.65 -2020-12-14 22:45:00,97.48,131.666,53.888000000000005,32.65 -2020-12-14 23:00:00,92.99,126.00399999999999,45.501999999999995,32.65 -2020-12-14 23:15:00,90.86,124.936,45.501999999999995,32.65 -2020-12-14 23:30:00,86.06,125.43,45.501999999999995,32.65 -2020-12-14 23:45:00,88.58,125.434,45.501999999999995,32.65 -2020-12-15 00:00:00,83.52,115.656,43.537,32.65 -2020-12-15 00:15:00,83.19,115.315,43.537,32.65 -2020-12-15 00:30:00,81.66,116.205,43.537,32.65 -2020-12-15 00:45:00,84.41,117.449,43.537,32.65 -2020-12-15 01:00:00,80.92,119.626,41.854,32.65 -2020-12-15 01:15:00,78.66,120.473,41.854,32.65 -2020-12-15 01:30:00,78.58,120.975,41.854,32.65 -2020-12-15 01:45:00,80.79,121.521,41.854,32.65 -2020-12-15 02:00:00,78.33,123.03200000000001,40.321,32.65 -2020-12-15 02:15:00,79.13,124.414,40.321,32.65 -2020-12-15 02:30:00,79.46,124.492,40.321,32.65 -2020-12-15 02:45:00,81.65,126.29299999999999,40.321,32.65 -2020-12-15 03:00:00,80.09,128.789,39.632,32.65 -2020-12-15 03:15:00,79.26,129.722,39.632,32.65 -2020-12-15 03:30:00,80.46,131.651,39.632,32.65 -2020-12-15 03:45:00,82.17,132.52100000000002,39.632,32.65 -2020-12-15 04:00:00,82.38,145.236,40.183,32.65 -2020-12-15 04:15:00,81.57,157.416,40.183,32.65 -2020-12-15 04:30:00,85.91,159.6,40.183,32.65 -2020-12-15 04:45:00,85.18,162.086,40.183,32.65 -2020-12-15 05:00:00,85.38,196.30599999999998,43.945,32.65 -2020-12-15 05:15:00,84.75,225.167,43.945,32.65 -2020-12-15 05:30:00,94.66,220.77900000000002,43.945,32.65 -2020-12-15 05:45:00,104.6,212.74599999999998,43.945,32.65 -2020-12-15 06:00:00,114.07,208.825,56.048,32.65 -2020-12-15 06:15:00,115.06,214.197,56.048,32.65 -2020-12-15 06:30:00,115.45,216.41,56.048,32.65 -2020-12-15 06:45:00,118.13,219.02599999999998,56.048,32.65 -2020-12-15 07:00:00,127.23,218.861,65.74,32.65 -2020-12-15 07:15:00,130.09,223.575,65.74,32.65 -2020-12-15 07:30:00,130.79,226.06599999999997,65.74,32.65 -2020-12-15 07:45:00,134.25,227.21,65.74,32.65 -2020-12-15 08:00:00,137.81,226.11599999999999,72.757,32.65 -2020-12-15 08:15:00,135.91,225.97099999999998,72.757,32.65 -2020-12-15 08:30:00,136.55,224.303,72.757,32.65 -2020-12-15 08:45:00,137.31,221.18200000000002,72.757,32.65 -2020-12-15 09:00:00,136.97,214.54,67.692,32.65 -2020-12-15 09:15:00,141.95,211.025,67.692,32.65 -2020-12-15 09:30:00,142.11,208.47,67.692,32.65 -2020-12-15 09:45:00,142.8,205.74200000000002,67.692,32.65 -2020-12-15 10:00:00,141.36,201.498,63.506,32.65 -2020-12-15 10:15:00,141.94,197.08599999999998,63.506,32.65 -2020-12-15 10:30:00,141.49,194.91400000000002,63.506,32.65 -2020-12-15 10:45:00,143.1,193.605,63.506,32.65 -2020-12-15 11:00:00,141.22,192.74099999999999,60.758,32.65 -2020-12-15 11:15:00,142.97,191.713,60.758,32.65 -2020-12-15 11:30:00,142.93,190.668,60.758,32.65 -2020-12-15 11:45:00,141.87,189.172,60.758,32.65 -2020-12-15 12:00:00,141.11,183.533,57.519,32.65 -2020-12-15 12:15:00,141.16,182.61700000000002,57.519,32.65 -2020-12-15 12:30:00,140.9,182.8,57.519,32.65 -2020-12-15 12:45:00,138.4,183.675,57.519,32.65 -2020-12-15 13:00:00,133.81,182.6,56.46,32.65 -2020-12-15 13:15:00,131.95,182.195,56.46,32.65 -2020-12-15 13:30:00,129.26,181.915,56.46,32.65 -2020-12-15 13:45:00,129.67,181.796,56.46,32.65 -2020-12-15 14:00:00,123.7,180.81599999999997,56.207,32.65 -2020-12-15 14:15:00,124.77,181.243,56.207,32.65 -2020-12-15 14:30:00,124.87,181.71400000000003,56.207,32.65 -2020-12-15 14:45:00,125.31,181.653,56.207,32.65 -2020-12-15 15:00:00,127.76,182.535,57.391999999999996,32.65 -2020-12-15 15:15:00,126.63,183.02599999999998,57.391999999999996,32.65 -2020-12-15 15:30:00,126.46,185.03799999999998,57.391999999999996,32.65 -2020-12-15 15:45:00,128.96,186.55,57.391999999999996,32.65 -2020-12-15 16:00:00,131.98,188.59799999999998,59.955,32.65 -2020-12-15 16:15:00,135.15,189.975,59.955,32.65 -2020-12-15 16:30:00,137.94,192.37400000000002,59.955,32.65 -2020-12-15 16:45:00,139.15,193.635,59.955,32.65 -2020-12-15 17:00:00,141.27,196.472,67.063,32.65 -2020-12-15 17:15:00,141.7,197.14700000000002,67.063,32.65 -2020-12-15 17:30:00,143.06,197.852,67.063,32.65 -2020-12-15 17:45:00,142.57,197.611,67.063,32.65 -2020-12-15 18:00:00,140.73,198.834,71.477,32.65 -2020-12-15 18:15:00,139.06,197.072,71.477,32.65 -2020-12-15 18:30:00,137.45,195.517,71.477,32.65 -2020-12-15 18:45:00,137.98,195.32299999999998,71.477,32.65 -2020-12-15 19:00:00,135.69,196.59099999999998,74.32,32.65 -2020-12-15 19:15:00,134.51,193.03599999999997,74.32,32.65 -2020-12-15 19:30:00,132.57,191.079,74.32,32.65 -2020-12-15 19:45:00,131.33,187.28799999999998,74.32,32.65 -2020-12-15 20:00:00,123.93,183.83700000000002,66.157,32.65 -2020-12-15 20:15:00,121.36,178.165,66.157,32.65 -2020-12-15 20:30:00,114.46,174.50599999999997,66.157,32.65 -2020-12-15 20:45:00,115.6,171.75400000000002,66.157,32.65 -2020-12-15 21:00:00,115.82,169.782,59.806000000000004,32.65 -2020-12-15 21:15:00,114.44,167.699,59.806000000000004,32.65 -2020-12-15 21:30:00,113.31,165.55900000000003,59.806000000000004,32.65 -2020-12-15 21:45:00,103.61,163.97,59.806000000000004,32.65 -2020-12-15 22:00:00,102.01,157.408,54.785,32.65 -2020-12-15 22:15:00,98.37,151.947,54.785,32.65 -2020-12-15 22:30:00,92.73,137.92,54.785,32.65 -2020-12-15 22:45:00,94.84,130.05100000000002,54.785,32.65 -2020-12-15 23:00:00,93.0,124.61200000000001,47.176,32.65 -2020-12-15 23:15:00,94.63,122.538,47.176,32.65 -2020-12-15 23:30:00,87.81,122.829,47.176,32.65 -2020-12-15 23:45:00,85.28,122.35,47.176,32.65 -2020-12-16 00:00:00,80.62,115.92399999999999,43.42,32.65 -2020-12-16 00:15:00,83.74,115.554,43.42,32.65 -2020-12-16 00:30:00,81.51,116.43799999999999,43.42,32.65 -2020-12-16 00:45:00,80.18,117.663,43.42,32.65 -2020-12-16 01:00:00,69.83,119.867,40.869,32.65 -2020-12-16 01:15:00,80.0,120.713,40.869,32.65 -2020-12-16 01:30:00,80.76,121.22,40.869,32.65 -2020-12-16 01:45:00,80.19,121.75399999999999,40.869,32.65 -2020-12-16 02:00:00,74.32,123.281,39.541,32.65 -2020-12-16 02:15:00,78.32,124.664,39.541,32.65 -2020-12-16 02:30:00,77.27,124.74799999999999,39.541,32.65 -2020-12-16 02:45:00,80.86,126.546,39.541,32.65 -2020-12-16 03:00:00,75.94,129.032,39.052,32.65 -2020-12-16 03:15:00,79.31,129.991,39.052,32.65 -2020-12-16 03:30:00,79.64,131.922,39.052,32.65 -2020-12-16 03:45:00,82.22,132.792,39.052,32.65 -2020-12-16 04:00:00,79.05,145.48,40.36,32.65 -2020-12-16 04:15:00,81.08,157.658,40.36,32.65 -2020-12-16 04:30:00,85.18,159.833,40.36,32.65 -2020-12-16 04:45:00,82.1,162.319,40.36,32.65 -2020-12-16 05:00:00,83.77,196.507,43.133,32.65 -2020-12-16 05:15:00,87.36,225.327,43.133,32.65 -2020-12-16 05:30:00,91.05,220.956,43.133,32.65 -2020-12-16 05:45:00,95.36,212.94299999999998,43.133,32.65 -2020-12-16 06:00:00,105.17,209.046,54.953,32.65 -2020-12-16 06:15:00,108.16,214.421,54.953,32.65 -2020-12-16 06:30:00,114.63,216.671,54.953,32.65 -2020-12-16 06:45:00,117.72,219.325,54.953,32.65 -2020-12-16 07:00:00,127.82,219.166,66.566,32.65 -2020-12-16 07:15:00,130.45,223.882,66.566,32.65 -2020-12-16 07:30:00,131.15,226.372,66.566,32.65 -2020-12-16 07:45:00,132.85,227.511,66.566,32.65 -2020-12-16 08:00:00,137.7,226.423,72.902,32.65 -2020-12-16 08:15:00,135.94,226.269,72.902,32.65 -2020-12-16 08:30:00,136.44,224.597,72.902,32.65 -2020-12-16 08:45:00,137.62,221.44799999999998,72.902,32.65 -2020-12-16 09:00:00,137.95,214.785,68.465,32.65 -2020-12-16 09:15:00,139.43,211.27599999999998,68.465,32.65 -2020-12-16 09:30:00,140.51,208.729,68.465,32.65 -2020-12-16 09:45:00,139.57,205.99,68.465,32.65 -2020-12-16 10:00:00,137.58,201.74,63.625,32.65 -2020-12-16 10:15:00,137.97,197.31400000000002,63.625,32.65 -2020-12-16 10:30:00,140.2,195.123,63.625,32.65 -2020-12-16 10:45:00,138.04,193.81,63.625,32.65 -2020-12-16 11:00:00,138.03,192.929,61.628,32.65 -2020-12-16 11:15:00,136.32,191.89,61.628,32.65 -2020-12-16 11:30:00,136.53,190.845,61.628,32.65 -2020-12-16 11:45:00,136.0,189.34599999999998,61.628,32.65 -2020-12-16 12:00:00,135.94,183.708,58.708999999999996,32.65 -2020-12-16 12:15:00,135.61,182.80599999999998,58.708999999999996,32.65 -2020-12-16 12:30:00,133.9,182.998,58.708999999999996,32.65 -2020-12-16 12:45:00,135.77,183.877,58.708999999999996,32.65 -2020-12-16 13:00:00,133.66,182.77900000000002,57.373000000000005,32.65 -2020-12-16 13:15:00,133.97,182.372,57.373000000000005,32.65 -2020-12-16 13:30:00,134.94,182.085,57.373000000000005,32.65 -2020-12-16 13:45:00,130.4,181.957,57.373000000000005,32.65 -2020-12-16 14:00:00,129.27,180.96599999999998,57.684,32.65 -2020-12-16 14:15:00,131.13,181.395,57.684,32.65 -2020-12-16 14:30:00,131.55,181.887,57.684,32.65 -2020-12-16 14:45:00,131.65,181.83599999999998,57.684,32.65 -2020-12-16 15:00:00,133.62,182.735,58.03,32.65 -2020-12-16 15:15:00,133.02,183.22,58.03,32.65 -2020-12-16 15:30:00,131.8,185.247,58.03,32.65 -2020-12-16 15:45:00,133.43,186.75799999999998,58.03,32.65 -2020-12-16 16:00:00,137.44,188.804,59.97,32.65 -2020-12-16 16:15:00,138.97,190.2,59.97,32.65 -2020-12-16 16:30:00,140.77,192.604,59.97,32.65 -2020-12-16 16:45:00,140.66,193.891,59.97,32.65 -2020-12-16 17:00:00,143.13,196.707,65.661,32.65 -2020-12-16 17:15:00,142.28,197.408,65.661,32.65 -2020-12-16 17:30:00,143.12,198.132,65.661,32.65 -2020-12-16 17:45:00,142.9,197.90200000000002,65.661,32.65 -2020-12-16 18:00:00,139.93,199.144,70.96300000000001,32.65 -2020-12-16 18:15:00,139.4,197.36,70.96300000000001,32.65 -2020-12-16 18:30:00,138.28,195.812,70.96300000000001,32.65 -2020-12-16 18:45:00,137.34,195.62900000000002,70.96300000000001,32.65 -2020-12-16 19:00:00,135.22,196.88,74.133,32.65 -2020-12-16 19:15:00,133.45,193.31799999999998,74.133,32.65 -2020-12-16 19:30:00,130.36,191.351,74.133,32.65 -2020-12-16 19:45:00,130.37,187.542,74.133,32.65 -2020-12-16 20:00:00,125.93,184.088,65.613,32.65 -2020-12-16 20:15:00,119.64,178.40900000000002,65.613,32.65 -2020-12-16 20:30:00,118.92,174.72799999999998,65.613,32.65 -2020-12-16 20:45:00,115.48,171.995,65.613,32.65 -2020-12-16 21:00:00,115.75,170.007,58.583,32.65 -2020-12-16 21:15:00,117.64,167.907,58.583,32.65 -2020-12-16 21:30:00,113.57,165.769,58.583,32.65 -2020-12-16 21:45:00,107.19,164.188,58.583,32.65 -2020-12-16 22:00:00,102.1,157.631,54.411,32.65 -2020-12-16 22:15:00,102.82,152.17600000000002,54.411,32.65 -2020-12-16 22:30:00,100.28,138.189,54.411,32.65 -2020-12-16 22:45:00,101.94,130.327,54.411,32.65 -2020-12-16 23:00:00,95.99,124.867,47.878,32.65 -2020-12-16 23:15:00,90.51,122.79,47.878,32.65 -2020-12-16 23:30:00,87.38,123.094,47.878,32.65 -2020-12-16 23:45:00,89.89,122.604,47.878,32.65 -2020-12-17 00:00:00,84.21,116.184,44.513000000000005,32.65 -2020-12-17 00:15:00,85.18,115.789,44.513000000000005,32.65 -2020-12-17 00:30:00,74.91,116.663,44.513000000000005,32.65 -2020-12-17 00:45:00,77.85,117.87100000000001,44.513000000000005,32.65 -2020-12-17 01:00:00,72.93,120.101,43.169,32.65 -2020-12-17 01:15:00,73.81,120.945,43.169,32.65 -2020-12-17 01:30:00,79.24,121.45700000000001,43.169,32.65 -2020-12-17 01:45:00,81.74,121.978,43.169,32.65 -2020-12-17 02:00:00,79.9,123.524,41.763999999999996,32.65 -2020-12-17 02:15:00,75.28,124.90799999999999,41.763999999999996,32.65 -2020-12-17 02:30:00,79.95,124.994,41.763999999999996,32.65 -2020-12-17 02:45:00,81.25,126.792,41.763999999999996,32.65 -2020-12-17 03:00:00,79.07,129.269,41.155,32.65 -2020-12-17 03:15:00,76.1,130.252,41.155,32.65 -2020-12-17 03:30:00,80.42,132.184,41.155,32.65 -2020-12-17 03:45:00,81.44,133.056,41.155,32.65 -2020-12-17 04:00:00,76.27,145.717,41.96,32.65 -2020-12-17 04:15:00,77.05,157.893,41.96,32.65 -2020-12-17 04:30:00,82.44,160.058,41.96,32.65 -2020-12-17 04:45:00,82.35,162.546,41.96,32.65 -2020-12-17 05:00:00,84.79,196.699,45.206,32.65 -2020-12-17 05:15:00,87.77,225.481,45.206,32.65 -2020-12-17 05:30:00,92.75,221.127,45.206,32.65 -2020-12-17 05:45:00,94.22,213.13099999999997,45.206,32.65 -2020-12-17 06:00:00,101.61,209.25799999999998,55.398999999999994,32.65 -2020-12-17 06:15:00,107.73,214.637,55.398999999999994,32.65 -2020-12-17 06:30:00,111.51,216.922,55.398999999999994,32.65 -2020-12-17 06:45:00,116.77,219.614,55.398999999999994,32.65 -2020-12-17 07:00:00,125.56,219.46200000000002,64.627,32.65 -2020-12-17 07:15:00,127.94,224.178,64.627,32.65 -2020-12-17 07:30:00,129.03,226.668,64.627,32.65 -2020-12-17 07:45:00,130.58,227.801,64.627,32.65 -2020-12-17 08:00:00,131.85,226.71900000000002,70.895,32.65 -2020-12-17 08:15:00,132.24,226.554,70.895,32.65 -2020-12-17 08:30:00,132.44,224.88,70.895,32.65 -2020-12-17 08:45:00,131.91,221.704,70.895,32.65 -2020-12-17 09:00:00,135.0,215.017,66.382,32.65 -2020-12-17 09:15:00,133.95,211.517,66.382,32.65 -2020-12-17 09:30:00,134.58,208.97799999999998,66.382,32.65 -2020-12-17 09:45:00,134.76,206.22799999999998,66.382,32.65 -2020-12-17 10:00:00,134.7,201.97299999999998,62.739,32.65 -2020-12-17 10:15:00,134.75,197.532,62.739,32.65 -2020-12-17 10:30:00,131.89,195.32299999999998,62.739,32.65 -2020-12-17 10:45:00,131.47,194.005,62.739,32.65 -2020-12-17 11:00:00,130.35,193.108,60.843,32.65 -2020-12-17 11:15:00,130.67,192.05900000000003,60.843,32.65 -2020-12-17 11:30:00,128.97,191.014,60.843,32.65 -2020-12-17 11:45:00,127.33,189.512,60.843,32.65 -2020-12-17 12:00:00,121.37,183.87400000000002,58.466,32.65 -2020-12-17 12:15:00,126.04,182.985,58.466,32.65 -2020-12-17 12:30:00,128.2,183.188,58.466,32.65 -2020-12-17 12:45:00,130.0,184.072,58.466,32.65 -2020-12-17 13:00:00,126.85,182.94799999999998,56.883,32.65 -2020-12-17 13:15:00,126.09,182.54,56.883,32.65 -2020-12-17 13:30:00,125.29,182.247,56.883,32.65 -2020-12-17 13:45:00,126.95,182.11,56.883,32.65 -2020-12-17 14:00:00,126.35,181.108,56.503,32.65 -2020-12-17 14:15:00,127.72,181.54,56.503,32.65 -2020-12-17 14:30:00,124.54,182.05200000000002,56.503,32.65 -2020-12-17 14:45:00,123.37,182.012,56.503,32.65 -2020-12-17 15:00:00,124.4,182.928,57.803999999999995,32.65 -2020-12-17 15:15:00,125.58,183.40599999999998,57.803999999999995,32.65 -2020-12-17 15:30:00,125.0,185.44799999999998,57.803999999999995,32.65 -2020-12-17 15:45:00,124.76,186.956,57.803999999999995,32.65 -2020-12-17 16:00:00,128.21,189.00099999999998,59.379,32.65 -2020-12-17 16:15:00,129.34,190.415,59.379,32.65 -2020-12-17 16:30:00,129.97,192.825,59.379,32.65 -2020-12-17 16:45:00,130.22,194.135,59.379,32.65 -2020-12-17 17:00:00,132.3,196.93099999999998,64.71600000000001,32.65 -2020-12-17 17:15:00,132.66,197.66,64.71600000000001,32.65 -2020-12-17 17:30:00,133.9,198.40200000000002,64.71600000000001,32.65 -2020-12-17 17:45:00,133.14,198.18400000000003,64.71600000000001,32.65 -2020-12-17 18:00:00,130.47,199.445,68.803,32.65 -2020-12-17 18:15:00,129.63,197.641,68.803,32.65 -2020-12-17 18:30:00,128.9,196.09799999999998,68.803,32.65 -2020-12-17 18:45:00,128.16,195.926,68.803,32.65 -2020-12-17 19:00:00,126.35,197.15900000000002,72.934,32.65 -2020-12-17 19:15:00,123.77,193.59099999999998,72.934,32.65 -2020-12-17 19:30:00,122.92,191.61599999999999,72.934,32.65 -2020-12-17 19:45:00,121.49,187.78799999999998,72.934,32.65 -2020-12-17 20:00:00,114.67,184.33,65.175,32.65 -2020-12-17 20:15:00,109.95,178.645,65.175,32.65 -2020-12-17 20:30:00,106.37,174.94400000000002,65.175,32.65 -2020-12-17 20:45:00,104.71,172.22799999999998,65.175,32.65 -2020-12-17 21:00:00,100.41,170.226,58.55,32.65 -2020-12-17 21:15:00,99.67,168.11,58.55,32.65 -2020-12-17 21:30:00,97.77,165.972,58.55,32.65 -2020-12-17 21:45:00,96.78,164.40099999999998,58.55,32.65 -2020-12-17 22:00:00,90.43,157.846,55.041000000000004,32.65 -2020-12-17 22:15:00,88.71,152.398,55.041000000000004,32.65 -2020-12-17 22:30:00,84.97,138.44899999999998,55.041000000000004,32.65 -2020-12-17 22:45:00,82.32,130.597,55.041000000000004,32.65 -2020-12-17 23:00:00,77.33,125.113,48.258,32.65 -2020-12-17 23:15:00,78.58,123.036,48.258,32.65 -2020-12-17 23:30:00,74.54,123.352,48.258,32.65 -2020-12-17 23:45:00,74.17,122.852,48.258,32.65 -2020-12-18 00:00:00,69.93,115.34700000000001,45.02,32.65 -2020-12-18 00:15:00,68.18,115.12299999999999,45.02,32.65 -2020-12-18 00:30:00,67.68,115.87,45.02,32.65 -2020-12-18 00:45:00,67.22,117.18,45.02,32.65 -2020-12-18 01:00:00,62.8,119.12299999999999,42.695,32.65 -2020-12-18 01:15:00,62.98,120.82700000000001,42.695,32.65 -2020-12-18 01:30:00,62.72,121.15299999999999,42.695,32.65 -2020-12-18 01:45:00,63.95,121.755,42.695,32.65 -2020-12-18 02:00:00,61.06,123.43,41.511,32.65 -2020-12-18 02:15:00,62.5,124.70299999999999,41.511,32.65 -2020-12-18 02:30:00,62.92,125.325,41.511,32.65 -2020-12-18 02:45:00,63.6,127.141,41.511,32.65 -2020-12-18 03:00:00,61.83,128.67600000000002,41.162,32.65 -2020-12-18 03:15:00,62.77,130.548,41.162,32.65 -2020-12-18 03:30:00,63.63,132.457,41.162,32.65 -2020-12-18 03:45:00,64.24,133.673,41.162,32.65 -2020-12-18 04:00:00,64.94,146.534,42.226000000000006,32.65 -2020-12-18 04:15:00,66.41,158.416,42.226000000000006,32.65 -2020-12-18 04:30:00,68.08,160.825,42.226000000000006,32.65 -2020-12-18 04:45:00,70.29,162.19299999999998,42.226000000000006,32.65 -2020-12-18 05:00:00,72.72,195.077,45.597,32.65 -2020-12-18 05:15:00,74.61,225.30200000000002,45.597,32.65 -2020-12-18 05:30:00,78.87,222.00799999999998,45.597,32.65 -2020-12-18 05:45:00,83.71,213.953,45.597,32.65 -2020-12-18 06:00:00,92.43,210.528,56.263999999999996,32.65 -2020-12-18 06:15:00,96.81,214.503,56.263999999999996,32.65 -2020-12-18 06:30:00,100.32,215.99,56.263999999999996,32.65 -2020-12-18 06:45:00,104.38,220.27700000000002,56.263999999999996,32.65 -2020-12-18 07:00:00,110.53,219.352,66.888,32.65 -2020-12-18 07:15:00,113.01,225.084,66.888,32.65 -2020-12-18 07:30:00,116.17,227.328,66.888,32.65 -2020-12-18 07:45:00,119.09,227.59599999999998,66.888,32.65 -2020-12-18 08:00:00,121.73,225.487,73.459,32.65 -2020-12-18 08:15:00,120.52,224.96400000000003,73.459,32.65 -2020-12-18 08:30:00,121.35,224.218,73.459,32.65 -2020-12-18 08:45:00,122.72,219.497,73.459,32.65 -2020-12-18 09:00:00,124.32,213.14,69.087,32.65 -2020-12-18 09:15:00,125.38,210.268,69.087,32.65 -2020-12-18 09:30:00,126.56,207.3,69.087,32.65 -2020-12-18 09:45:00,126.98,204.45,69.087,32.65 -2020-12-18 10:00:00,127.19,199.09799999999998,65.404,32.65 -2020-12-18 10:15:00,126.67,195.303,65.404,32.65 -2020-12-18 10:30:00,127.1,193.03099999999998,65.404,32.65 -2020-12-18 10:45:00,125.45,191.282,65.404,32.65 -2020-12-18 11:00:00,123.87,190.359,63.0,32.65 -2020-12-18 11:15:00,125.98,188.398,63.0,32.65 -2020-12-18 11:30:00,126.3,189.011,63.0,32.65 -2020-12-18 11:45:00,124.8,187.51,63.0,32.65 -2020-12-18 12:00:00,123.25,182.92700000000002,59.083,32.65 -2020-12-18 12:15:00,123.46,180.024,59.083,32.65 -2020-12-18 12:30:00,122.58,180.393,59.083,32.65 -2020-12-18 12:45:00,124.82,181.736,59.083,32.65 -2020-12-18 13:00:00,120.54,181.50900000000001,56.611999999999995,32.65 -2020-12-18 13:15:00,119.45,181.887,56.611999999999995,32.65 -2020-12-18 13:30:00,117.01,181.64,56.611999999999995,32.65 -2020-12-18 13:45:00,115.3,181.44799999999998,56.611999999999995,32.65 -2020-12-18 14:00:00,111.85,179.312,55.161,32.65 -2020-12-18 14:15:00,111.13,179.59599999999998,55.161,32.65 -2020-12-18 14:30:00,110.97,180.68599999999998,55.161,32.65 -2020-12-18 14:45:00,110.48,180.91400000000002,55.161,32.65 -2020-12-18 15:00:00,111.97,181.382,55.583,32.65 -2020-12-18 15:15:00,109.45,181.424,55.583,32.65 -2020-12-18 15:30:00,108.82,182.00400000000002,55.583,32.65 -2020-12-18 15:45:00,110.05,183.68400000000003,55.583,32.65 -2020-12-18 16:00:00,114.02,184.56900000000002,57.611999999999995,32.65 -2020-12-18 16:15:00,116.24,186.3,57.611999999999995,32.65 -2020-12-18 16:30:00,116.88,188.799,57.611999999999995,32.65 -2020-12-18 16:45:00,117.32,189.99,57.611999999999995,32.65 -2020-12-18 17:00:00,119.59,193.02,64.14,32.65 -2020-12-18 17:15:00,117.88,193.373,64.14,32.65 -2020-12-18 17:30:00,118.76,193.835,64.14,32.65 -2020-12-18 17:45:00,117.85,193.396,64.14,32.65 -2020-12-18 18:00:00,116.42,195.33700000000002,68.086,32.65 -2020-12-18 18:15:00,115.7,193.104,68.086,32.65 -2020-12-18 18:30:00,115.31,191.945,68.086,32.65 -2020-12-18 18:45:00,114.72,191.793,68.086,32.65 -2020-12-18 19:00:00,112.86,193.90900000000002,69.915,32.65 -2020-12-18 19:15:00,110.63,191.672,69.915,32.65 -2020-12-18 19:30:00,107.94,189.292,69.915,32.65 -2020-12-18 19:45:00,106.94,184.96900000000002,69.915,32.65 -2020-12-18 20:00:00,101.64,181.555,61.695,32.65 -2020-12-18 20:15:00,99.78,175.899,61.695,32.65 -2020-12-18 20:30:00,94.34,172.12099999999998,61.695,32.65 -2020-12-18 20:45:00,92.41,169.93200000000002,61.695,32.65 -2020-12-18 21:00:00,88.08,168.44799999999998,56.041000000000004,32.65 -2020-12-18 21:15:00,86.79,166.792,56.041000000000004,32.65 -2020-12-18 21:30:00,85.7,164.696,56.041000000000004,32.65 -2020-12-18 21:45:00,83.61,163.665,56.041000000000004,32.65 -2020-12-18 22:00:00,79.01,158.058,51.888999999999996,32.65 -2020-12-18 22:15:00,77.65,152.47799999999998,51.888999999999996,32.65 -2020-12-18 22:30:00,75.96,144.877,51.888999999999996,32.65 -2020-12-18 22:45:00,74.55,140.467,51.888999999999996,32.65 -2020-12-18 23:00:00,68.49,134.586,45.787,32.65 -2020-12-18 23:15:00,67.5,130.575,45.787,32.65 -2020-12-18 23:30:00,65.03,129.435,45.787,32.65 -2020-12-18 23:45:00,63.68,128.28,45.787,32.65 -2020-12-19 00:00:00,58.59,112.90299999999999,41.815,32.468 -2020-12-19 00:15:00,56.86,108.542,41.815,32.468 -2020-12-19 00:30:00,56.32,110.538,41.815,32.468 -2020-12-19 00:45:00,55.88,112.488,41.815,32.468 -2020-12-19 01:00:00,53.45,115.075,38.645,32.468 -2020-12-19 01:15:00,53.4,115.85600000000001,38.645,32.468 -2020-12-19 01:30:00,53.25,115.65799999999999,38.645,32.468 -2020-12-19 01:45:00,53.53,116.088,38.645,32.468 -2020-12-19 02:00:00,51.2,118.405,36.696,32.468 -2020-12-19 02:15:00,51.19,119.29299999999999,36.696,32.468 -2020-12-19 02:30:00,51.56,118.825,36.696,32.468 -2020-12-19 02:45:00,51.39,120.76700000000001,36.696,32.468 -2020-12-19 03:00:00,49.17,122.844,35.42,32.468 -2020-12-19 03:15:00,49.88,123.54899999999999,35.42,32.468 -2020-12-19 03:30:00,50.39,123.95100000000001,35.42,32.468 -2020-12-19 03:45:00,50.38,125.331,35.42,32.468 -2020-12-19 04:00:00,50.5,134.138,35.167,32.468 -2020-12-19 04:15:00,51.79,143.55200000000002,35.167,32.468 -2020-12-19 04:30:00,52.07,143.812,35.167,32.468 -2020-12-19 04:45:00,52.89,144.718,35.167,32.468 -2020-12-19 05:00:00,55.09,161.997,35.311,32.468 -2020-12-19 05:15:00,59.51,173.59400000000002,35.311,32.468 -2020-12-19 05:30:00,56.55,170.71599999999998,35.311,32.468 -2020-12-19 05:45:00,59.21,168.06099999999998,35.311,32.468 -2020-12-19 06:00:00,62.57,183.03900000000002,37.117,32.468 -2020-12-19 06:15:00,65.09,202.952,37.117,32.468 -2020-12-19 06:30:00,65.7,199.22299999999998,37.117,32.468 -2020-12-19 06:45:00,67.91,194.838,37.117,32.468 -2020-12-19 07:00:00,72.04,190.25900000000001,40.948,32.468 -2020-12-19 07:15:00,73.9,194.74,40.948,32.468 -2020-12-19 07:30:00,76.28,199.62900000000002,40.948,32.468 -2020-12-19 07:45:00,80.12,203.72299999999998,40.948,32.468 -2020-12-19 08:00:00,84.67,205.49,44.903,32.468 -2020-12-19 08:15:00,84.63,208.417,44.903,32.468 -2020-12-19 08:30:00,85.9,209.208,44.903,32.468 -2020-12-19 08:45:00,89.47,207.513,44.903,32.468 -2020-12-19 09:00:00,91.2,202.946,46.283,32.468 -2020-12-19 09:15:00,91.66,200.81900000000002,46.283,32.468 -2020-12-19 09:30:00,92.64,198.743,46.283,32.468 -2020-12-19 09:45:00,94.43,196.018,46.283,32.468 -2020-12-19 10:00:00,95.05,190.972,44.103,32.468 -2020-12-19 10:15:00,97.92,187.33599999999998,44.103,32.468 -2020-12-19 10:30:00,97.13,185.18900000000002,44.103,32.468 -2020-12-19 10:45:00,98.68,184.658,44.103,32.468 -2020-12-19 11:00:00,98.05,183.915,42.373999999999995,32.468 -2020-12-19 11:15:00,97.08,181.329,42.373999999999995,32.468 -2020-12-19 11:30:00,99.87,180.894,42.373999999999995,32.468 -2020-12-19 11:45:00,100.27,178.51,42.373999999999995,32.468 -2020-12-19 12:00:00,97.52,173.118,39.937,32.468 -2020-12-19 12:15:00,97.76,170.877,39.937,32.468 -2020-12-19 12:30:00,98.11,171.55,39.937,32.468 -2020-12-19 12:45:00,100.55,172.199,39.937,32.468 -2020-12-19 13:00:00,99.76,171.535,37.138000000000005,32.468 -2020-12-19 13:15:00,98.38,169.935,37.138000000000005,32.468 -2020-12-19 13:30:00,95.17,169.263,37.138000000000005,32.468 -2020-12-19 13:45:00,95.3,169.452,37.138000000000005,32.468 -2020-12-19 14:00:00,93.76,168.46900000000002,36.141999999999996,32.468 -2020-12-19 14:15:00,94.4,168.18900000000002,36.141999999999996,32.468 -2020-12-19 14:30:00,93.73,167.553,36.141999999999996,32.468 -2020-12-19 14:45:00,95.27,168.02,36.141999999999996,32.468 -2020-12-19 15:00:00,95.53,169.136,37.964,32.468 -2020-12-19 15:15:00,95.12,169.968,37.964,32.468 -2020-12-19 15:30:00,94.85,172.035,37.964,32.468 -2020-12-19 15:45:00,95.87,173.68400000000003,37.964,32.468 -2020-12-19 16:00:00,102.71,173.486,40.699,32.468 -2020-12-19 16:15:00,100.85,176.049,40.699,32.468 -2020-12-19 16:30:00,103.71,178.514,40.699,32.468 -2020-12-19 16:45:00,102.26,180.572,40.699,32.468 -2020-12-19 17:00:00,105.22,182.958,46.216,32.468 -2020-12-19 17:15:00,103.82,184.842,46.216,32.468 -2020-12-19 17:30:00,107.42,185.225,46.216,32.468 -2020-12-19 17:45:00,106.86,184.43,46.216,32.468 -2020-12-19 18:00:00,106.39,185.953,51.123999999999995,32.468 -2020-12-19 18:15:00,105.15,185.488,51.123999999999995,32.468 -2020-12-19 18:30:00,104.09,185.662,51.123999999999995,32.468 -2020-12-19 18:45:00,103.35,182.18599999999998,51.123999999999995,32.468 -2020-12-19 19:00:00,101.94,185.102,52.336000000000006,32.468 -2020-12-19 19:15:00,100.64,182.34900000000002,52.336000000000006,32.468 -2020-12-19 19:30:00,101.69,180.71,52.336000000000006,32.468 -2020-12-19 19:45:00,98.12,176.26,52.336000000000006,32.468 -2020-12-19 20:00:00,92.73,174.96900000000002,48.825,32.468 -2020-12-19 20:15:00,89.48,171.326,48.825,32.468 -2020-12-19 20:30:00,86.99,167.16099999999997,48.825,32.468 -2020-12-19 20:45:00,85.88,164.67,48.825,32.468 -2020-12-19 21:00:00,82.34,165.27700000000002,43.729,32.468 -2020-12-19 21:15:00,85.85,164.014,43.729,32.468 -2020-12-19 21:30:00,81.94,163.107,43.729,32.468 -2020-12-19 21:45:00,81.18,161.67600000000002,43.729,32.468 -2020-12-19 22:00:00,76.01,157.365,44.126000000000005,32.468 -2020-12-19 22:15:00,75.43,154.187,44.126000000000005,32.468 -2020-12-19 22:30:00,71.47,152.58100000000002,44.126000000000005,32.468 -2020-12-19 22:45:00,70.06,149.986,44.126000000000005,32.468 -2020-12-19 23:00:00,66.49,146.393,38.169000000000004,32.468 -2020-12-19 23:15:00,66.77,140.828,38.169000000000004,32.468 -2020-12-19 23:30:00,64.05,138.111,38.169000000000004,32.468 -2020-12-19 23:45:00,61.94,134.629,38.169000000000004,32.468 -2020-12-20 00:00:00,57.44,113.59899999999999,35.232,32.468 -2020-12-20 00:15:00,55.83,108.861,35.232,32.468 -2020-12-20 00:30:00,55.22,110.48299999999999,35.232,32.468 -2020-12-20 00:45:00,53.65,113.07600000000001,35.232,32.468 -2020-12-20 01:00:00,50.86,115.56200000000001,31.403000000000002,32.468 -2020-12-20 01:15:00,51.31,117.324,31.403000000000002,32.468 -2020-12-20 01:30:00,50.82,117.62100000000001,31.403000000000002,32.468 -2020-12-20 01:45:00,50.65,117.726,31.403000000000002,32.468 -2020-12-20 02:00:00,48.06,119.34700000000001,30.69,32.468 -2020-12-20 02:15:00,48.95,119.454,30.69,32.468 -2020-12-20 02:30:00,49.69,119.81200000000001,30.69,32.468 -2020-12-20 02:45:00,49.72,122.182,30.69,32.468 -2020-12-20 03:00:00,52.26,124.57700000000001,29.516,32.468 -2020-12-20 03:15:00,50.67,124.82,29.516,32.468 -2020-12-20 03:30:00,50.57,126.522,29.516,32.468 -2020-12-20 03:45:00,50.51,127.795,29.516,32.468 -2020-12-20 04:00:00,50.06,136.341,29.148000000000003,32.468 -2020-12-20 04:15:00,50.44,144.77100000000002,29.148000000000003,32.468 -2020-12-20 04:30:00,51.53,145.145,29.148000000000003,32.468 -2020-12-20 04:45:00,52.44,146.28799999999998,29.148000000000003,32.468 -2020-12-20 05:00:00,53.76,160.211,28.706,32.468 -2020-12-20 05:15:00,54.72,169.44299999999998,28.706,32.468 -2020-12-20 05:30:00,54.25,166.403,28.706,32.468 -2020-12-20 05:45:00,55.03,163.986,28.706,32.468 -2020-12-20 06:00:00,57.82,178.773,28.771,32.468 -2020-12-20 06:15:00,58.08,197.097,28.771,32.468 -2020-12-20 06:30:00,59.03,192.31900000000002,28.771,32.468 -2020-12-20 06:45:00,60.79,186.922,28.771,32.468 -2020-12-20 07:00:00,62.77,184.69099999999997,31.39,32.468 -2020-12-20 07:15:00,63.39,188.282,31.39,32.468 -2020-12-20 07:30:00,65.38,192.062,31.39,32.468 -2020-12-20 07:45:00,67.0,195.424,31.39,32.468 -2020-12-20 08:00:00,72.03,198.976,34.972,32.468 -2020-12-20 08:15:00,73.09,201.861,34.972,32.468 -2020-12-20 08:30:00,75.12,204.26,34.972,32.468 -2020-12-20 08:45:00,78.34,204.452,34.972,32.468 -2020-12-20 09:00:00,79.75,199.475,36.709,32.468 -2020-12-20 09:15:00,81.63,197.854,36.709,32.468 -2020-12-20 09:30:00,81.76,195.66099999999997,36.709,32.468 -2020-12-20 09:45:00,83.87,192.864,36.709,32.468 -2020-12-20 10:00:00,85.18,190.226,35.812,32.468 -2020-12-20 10:15:00,86.79,187.08700000000002,35.812,32.468 -2020-12-20 10:30:00,87.22,185.505,35.812,32.468 -2020-12-20 10:45:00,88.97,183.232,35.812,32.468 -2020-12-20 11:00:00,87.56,183.31900000000002,36.746,32.468 -2020-12-20 11:15:00,90.47,180.827,36.746,32.468 -2020-12-20 11:30:00,91.82,179.59799999999998,36.746,32.468 -2020-12-20 11:45:00,93.1,177.797,36.746,32.468 -2020-12-20 12:00:00,92.2,171.933,35.048,32.468 -2020-12-20 12:15:00,91.24,171.46599999999998,35.048,32.468 -2020-12-20 12:30:00,91.52,170.787,35.048,32.468 -2020-12-20 12:45:00,87.78,170.493,35.048,32.468 -2020-12-20 13:00:00,84.85,169.11700000000002,29.987,32.468 -2020-12-20 13:15:00,83.06,170.32299999999998,29.987,32.468 -2020-12-20 13:30:00,80.86,169.38299999999998,29.987,32.468 -2020-12-20 13:45:00,80.54,169.005,29.987,32.468 -2020-12-20 14:00:00,80.42,168.31099999999998,27.21,32.468 -2020-12-20 14:15:00,80.53,169.185,27.21,32.468 -2020-12-20 14:30:00,83.4,169.662,27.21,32.468 -2020-12-20 14:45:00,81.31,169.695,27.21,32.468 -2020-12-20 15:00:00,85.33,169.394,27.726999999999997,32.468 -2020-12-20 15:15:00,82.97,170.889,27.726999999999997,32.468 -2020-12-20 15:30:00,84.51,173.511,27.726999999999997,32.468 -2020-12-20 15:45:00,86.95,175.827,27.726999999999997,32.468 -2020-12-20 16:00:00,90.83,177.327,32.23,32.468 -2020-12-20 16:15:00,91.19,179.05700000000002,32.23,32.468 -2020-12-20 16:30:00,92.7,181.822,32.23,32.468 -2020-12-20 16:45:00,93.89,184.03099999999998,32.23,32.468 -2020-12-20 17:00:00,96.36,186.42700000000002,42.016999999999996,32.468 -2020-12-20 17:15:00,96.89,188.093,42.016999999999996,32.468 -2020-12-20 17:30:00,101.65,188.80599999999998,42.016999999999996,32.468 -2020-12-20 17:45:00,99.7,190.2,42.016999999999996,32.468 -2020-12-20 18:00:00,99.58,191.257,49.338,32.468 -2020-12-20 18:15:00,98.86,192.024,49.338,32.468 -2020-12-20 18:30:00,99.68,190.203,49.338,32.468 -2020-12-20 18:45:00,98.16,188.51,49.338,32.468 -2020-12-20 19:00:00,96.38,191.18099999999998,52.369,32.468 -2020-12-20 19:15:00,95.5,188.947,52.369,32.468 -2020-12-20 19:30:00,94.26,187.13400000000001,52.369,32.468 -2020-12-20 19:45:00,93.64,184.032,52.369,32.468 -2020-12-20 20:00:00,92.2,182.707,50.405,32.468 -2020-12-20 20:15:00,91.3,179.99400000000003,50.405,32.468 -2020-12-20 20:30:00,89.41,177.025,50.405,32.468 -2020-12-20 20:45:00,88.72,173.33700000000002,50.405,32.468 -2020-12-20 21:00:00,82.11,171.449,46.235,32.468 -2020-12-20 21:15:00,79.31,169.55900000000003,46.235,32.468 -2020-12-20 21:30:00,78.23,168.908,46.235,32.468 -2020-12-20 21:45:00,80.71,167.632,46.235,32.468 -2020-12-20 22:00:00,76.48,162.267,46.861000000000004,32.468 -2020-12-20 22:15:00,75.69,158.30200000000002,46.861000000000004,32.468 -2020-12-20 22:30:00,72.53,153.685,46.861000000000004,32.468 -2020-12-20 22:45:00,71.4,150.233,46.861000000000004,32.468 -2020-12-20 23:00:00,67.24,143.93200000000002,41.302,32.468 -2020-12-20 23:15:00,67.09,140.191,41.302,32.468 -2020-12-20 23:30:00,65.09,138.24200000000002,41.302,32.468 -2020-12-20 23:45:00,63.54,135.611,41.302,32.468 -2020-12-21 00:00:00,59.61,117.899,37.164,32.65 -2020-12-21 00:15:00,58.76,116.00200000000001,37.164,32.65 -2020-12-21 00:30:00,55.48,117.723,37.164,32.65 -2020-12-21 00:45:00,58.12,119.76799999999999,37.164,32.65 -2020-12-21 01:00:00,54.85,122.302,34.994,32.65 -2020-12-21 01:15:00,52.98,123.559,34.994,32.65 -2020-12-21 01:30:00,50.94,123.928,34.994,32.65 -2020-12-21 01:45:00,50.8,124.125,34.994,32.65 -2020-12-21 02:00:00,52.33,125.757,34.571,32.65 -2020-12-21 02:15:00,52.41,127.214,34.571,32.65 -2020-12-21 02:30:00,52.65,127.90100000000001,34.571,32.65 -2020-12-21 02:45:00,53.11,129.673,34.571,32.65 -2020-12-21 03:00:00,51.52,133.284,33.934,32.65 -2020-12-21 03:15:00,52.71,135.15,33.934,32.65 -2020-12-21 03:30:00,52.07,136.624,33.934,32.65 -2020-12-21 03:45:00,49.61,137.35299999999998,33.934,32.65 -2020-12-21 04:00:00,53.48,150.143,34.107,32.65 -2020-12-21 04:15:00,52.93,162.64,34.107,32.65 -2020-12-21 04:30:00,53.67,165.072,34.107,32.65 -2020-12-21 04:45:00,54.53,166.38400000000001,34.107,32.65 -2020-12-21 05:00:00,56.42,195.558,39.575,32.65 -2020-12-21 05:15:00,57.68,224.365,39.575,32.65 -2020-12-21 05:30:00,58.83,221.533,39.575,32.65 -2020-12-21 05:45:00,60.34,213.628,39.575,32.65 -2020-12-21 06:00:00,62.76,210.952,56.156000000000006,32.65 -2020-12-21 06:15:00,66.38,214.78599999999997,56.156000000000006,32.65 -2020-12-21 06:30:00,67.63,217.83,56.156000000000006,32.65 -2020-12-21 06:45:00,70.42,221.06,56.156000000000006,32.65 -2020-12-21 07:00:00,74.09,221.109,67.926,32.65 -2020-12-21 07:15:00,75.56,225.983,67.926,32.65 -2020-12-21 07:30:00,78.04,228.984,67.926,32.65 -2020-12-21 07:45:00,81.33,229.912,67.926,32.65 -2020-12-21 08:00:00,85.45,228.74900000000002,72.58,32.65 -2020-12-21 08:15:00,86.9,229.53400000000002,72.58,32.65 -2020-12-21 08:30:00,89.21,228.0,72.58,32.65 -2020-12-21 08:45:00,91.43,225.005,72.58,32.65 -2020-12-21 09:00:00,94.89,219.02200000000002,66.984,32.65 -2020-12-21 09:15:00,97.25,214.018,66.984,32.65 -2020-12-21 09:30:00,101.27,210.845,66.984,32.65 -2020-12-21 09:45:00,99.72,208.222,66.984,32.65 -2020-12-21 10:00:00,101.1,204.55200000000002,63.158,32.65 -2020-12-21 10:15:00,100.36,201.084,63.158,32.65 -2020-12-21 10:30:00,101.56,198.63400000000001,63.158,32.65 -2020-12-21 10:45:00,102.86,196.997,63.158,32.65 -2020-12-21 11:00:00,100.92,194.606,61.141000000000005,32.65 -2020-12-21 11:15:00,101.74,193.829,61.141000000000005,32.65 -2020-12-21 11:30:00,103.83,193.94,61.141000000000005,32.65 -2020-12-21 11:45:00,102.91,191.77200000000002,61.141000000000005,32.65 -2020-12-21 12:00:00,101.04,187.456,57.961000000000006,32.65 -2020-12-21 12:15:00,101.4,187.00900000000001,57.961000000000006,32.65 -2020-12-21 12:30:00,98.37,186.525,57.961000000000006,32.65 -2020-12-21 12:45:00,97.4,187.678,57.961000000000006,32.65 -2020-12-21 13:00:00,94.93,186.868,56.843,32.65 -2020-12-21 13:15:00,92.49,186.717,56.843,32.65 -2020-12-21 13:30:00,90.19,185.27599999999998,56.843,32.65 -2020-12-21 13:45:00,89.94,184.963,56.843,32.65 -2020-12-21 14:00:00,86.88,183.642,55.992,32.65 -2020-12-21 14:15:00,84.1,183.937,55.992,32.65 -2020-12-21 14:30:00,81.84,183.912,55.992,32.65 -2020-12-21 14:45:00,83.32,184.023,55.992,32.65 -2020-12-21 15:00:00,83.47,185.426,57.523,32.65 -2020-12-21 15:15:00,81.79,185.524,57.523,32.65 -2020-12-21 15:30:00,81.2,187.407,57.523,32.65 -2020-12-21 15:45:00,82.37,189.275,57.523,32.65 -2020-12-21 16:00:00,85.28,191.02,59.471000000000004,32.65 -2020-12-21 16:15:00,84.75,192.044,59.471000000000004,32.65 -2020-12-21 16:30:00,86.17,193.86700000000002,59.471000000000004,32.65 -2020-12-21 16:45:00,86.8,194.97,59.471000000000004,32.65 -2020-12-21 17:00:00,89.11,197.155,65.066,32.65 -2020-12-21 17:15:00,90.27,197.953,65.066,32.65 -2020-12-21 17:30:00,92.59,198.148,65.066,32.65 -2020-12-21 17:45:00,92.01,198.112,65.066,32.65 -2020-12-21 18:00:00,92.03,199.575,69.581,32.65 -2020-12-21 18:15:00,92.38,198.145,69.581,32.65 -2020-12-21 18:30:00,91.75,196.93200000000002,69.581,32.65 -2020-12-21 18:45:00,91.35,196.043,69.581,32.65 -2020-12-21 19:00:00,87.77,197.149,73.771,32.65 -2020-12-21 19:15:00,86.86,193.826,73.771,32.65 -2020-12-21 19:30:00,85.1,192.47299999999998,73.771,32.65 -2020-12-21 19:45:00,84.71,188.53799999999998,73.771,32.65 -2020-12-21 20:00:00,81.21,184.893,65.035,32.65 -2020-12-21 20:15:00,80.86,179.843,65.035,32.65 -2020-12-21 20:30:00,79.94,175.08700000000002,65.035,32.65 -2020-12-21 20:45:00,78.91,172.983,65.035,32.65 -2020-12-21 21:00:00,76.0,171.56799999999998,58.7,32.65 -2020-12-21 21:15:00,76.31,168.549,58.7,32.65 -2020-12-21 21:30:00,74.92,167.11900000000003,58.7,32.65 -2020-12-21 21:45:00,74.61,165.36,58.7,32.65 -2020-12-21 22:00:00,72.26,157.161,53.888000000000005,32.65 -2020-12-21 22:15:00,72.03,152.0,53.888000000000005,32.65 -2020-12-21 22:30:00,70.9,138.101,53.888000000000005,32.65 -2020-12-21 22:45:00,70.7,130.013,53.888000000000005,32.65 -2020-12-21 23:00:00,67.92,124.43299999999999,45.501999999999995,32.65 -2020-12-21 23:15:00,65.32,123.19,45.501999999999995,32.65 -2020-12-21 23:30:00,63.5,123.906,45.501999999999995,32.65 -2020-12-21 23:45:00,63.09,123.789,45.501999999999995,32.65 -2020-12-22 00:00:00,77.11,117.387,43.537,32.65 -2020-12-22 00:15:00,75.55,116.86,43.537,32.65 -2020-12-22 00:30:00,74.5,117.693,43.537,32.65 -2020-12-22 00:45:00,75.85,118.81,43.537,32.65 -2020-12-22 01:00:00,74.35,121.161,41.854,32.65 -2020-12-22 01:15:00,72.04,121.991,41.854,32.65 -2020-12-22 01:30:00,70.74,122.525,41.854,32.65 -2020-12-22 01:45:00,72.79,122.985,41.854,32.65 -2020-12-22 02:00:00,71.78,124.613,40.321,32.65 -2020-12-22 02:15:00,72.48,126.00299999999999,40.321,32.65 -2020-12-22 02:30:00,72.39,126.111,40.321,32.65 -2020-12-22 02:45:00,73.21,127.904,40.321,32.65 -2020-12-22 03:00:00,72.62,130.333,39.632,32.65 -2020-12-22 03:15:00,73.58,131.439,39.632,32.65 -2020-12-22 03:30:00,75.36,133.376,39.632,32.65 -2020-12-22 03:45:00,75.07,134.254,39.632,32.65 -2020-12-22 04:00:00,74.68,146.79,40.183,32.65 -2020-12-22 04:15:00,74.32,158.94799999999998,40.183,32.65 -2020-12-22 04:30:00,75.7,161.071,40.183,32.65 -2020-12-22 04:45:00,77.44,163.56,40.183,32.65 -2020-12-22 05:00:00,80.88,197.551,43.945,32.65 -2020-12-22 05:15:00,83.17,226.143,43.945,32.65 -2020-12-22 05:30:00,88.89,221.862,43.945,32.65 -2020-12-22 05:45:00,94.9,213.957,43.945,32.65 -2020-12-22 06:00:00,103.72,210.203,56.048,32.65 -2020-12-22 06:15:00,108.11,215.607,56.048,32.65 -2020-12-22 06:30:00,112.38,218.05200000000002,56.048,32.65 -2020-12-22 06:45:00,116.06,220.926,56.048,32.65 -2020-12-22 07:00:00,122.27,220.813,65.74,32.65 -2020-12-22 07:15:00,126.37,225.525,65.74,32.65 -2020-12-22 07:30:00,128.12,227.997,65.74,32.65 -2020-12-22 07:45:00,131.48,229.09,65.74,32.65 -2020-12-22 08:00:00,133.47,228.032,72.757,32.65 -2020-12-22 08:15:00,133.0,227.81099999999998,72.757,32.65 -2020-12-22 08:30:00,133.5,226.104,72.757,32.65 -2020-12-22 08:45:00,134.21,222.799,72.757,32.65 -2020-12-22 09:00:00,133.97,216.007,67.692,32.65 -2020-12-22 09:15:00,136.46,212.53900000000002,67.692,32.65 -2020-12-22 09:30:00,137.68,210.049,67.692,32.65 -2020-12-22 09:45:00,137.1,207.25099999999998,67.692,32.65 -2020-12-22 10:00:00,137.74,202.968,63.506,32.65 -2020-12-22 10:15:00,137.9,198.468,63.506,32.65 -2020-12-22 10:30:00,137.65,196.17700000000002,63.506,32.65 -2020-12-22 10:45:00,140.41,194.83900000000003,63.506,32.65 -2020-12-22 11:00:00,142.25,193.857,60.758,32.65 -2020-12-22 11:15:00,143.49,192.766,60.758,32.65 -2020-12-22 11:30:00,143.27,191.726,60.758,32.65 -2020-12-22 11:45:00,138.82,190.21099999999998,60.758,32.65 -2020-12-22 12:00:00,137.52,184.581,57.519,32.65 -2020-12-22 12:15:00,137.54,183.763,57.519,32.65 -2020-12-22 12:30:00,137.08,184.00599999999997,57.519,32.65 -2020-12-22 12:45:00,135.61,184.908,57.519,32.65 -2020-12-22 13:00:00,132.97,183.676,56.46,32.65 -2020-12-22 13:15:00,132.28,183.25400000000002,56.46,32.65 -2020-12-22 13:30:00,130.5,182.924,56.46,32.65 -2020-12-22 13:45:00,130.46,182.74599999999998,56.46,32.65 -2020-12-22 14:00:00,129.11,181.707,56.207,32.65 -2020-12-22 14:15:00,129.2,182.144,56.207,32.65 -2020-12-22 14:30:00,127.97,182.748,56.207,32.65 -2020-12-22 14:45:00,128.67,182.766,56.207,32.65 -2020-12-22 15:00:00,128.91,183.767,57.391999999999996,32.65 -2020-12-22 15:15:00,128.69,184.206,57.391999999999996,32.65 -2020-12-22 15:30:00,128.66,186.304,57.391999999999996,32.65 -2020-12-22 15:45:00,129.67,187.796,57.391999999999996,32.65 -2020-12-22 16:00:00,133.28,189.83700000000002,59.955,32.65 -2020-12-22 16:15:00,135.66,191.335,59.955,32.65 -2020-12-22 16:30:00,137.94,193.77200000000002,59.955,32.65 -2020-12-22 16:45:00,139.17,195.19400000000002,59.955,32.65 -2020-12-22 17:00:00,143.78,197.887,67.063,32.65 -2020-12-22 17:15:00,144.03,198.753,67.063,32.65 -2020-12-22 17:30:00,145.49,199.59599999999998,67.063,32.65 -2020-12-22 17:45:00,142.58,199.43900000000002,67.063,32.65 -2020-12-22 18:00:00,139.78,200.797,71.477,32.65 -2020-12-22 18:15:00,138.93,198.907,71.477,32.65 -2020-12-22 18:30:00,137.96,197.396,71.477,32.65 -2020-12-22 18:45:00,138.52,197.283,71.477,32.65 -2020-12-22 19:00:00,134.79,198.418,74.32,32.65 -2020-12-22 19:15:00,134.11,194.825,74.32,32.65 -2020-12-22 19:30:00,134.57,192.81400000000002,74.32,32.65 -2020-12-22 19:45:00,134.19,188.90900000000002,74.32,32.65 -2020-12-22 20:00:00,126.29,185.421,66.157,32.65 -2020-12-22 20:15:00,120.72,179.71200000000002,66.157,32.65 -2020-12-22 20:30:00,116.25,175.917,66.157,32.65 -2020-12-22 20:45:00,114.97,173.28900000000002,66.157,32.65 -2020-12-22 21:00:00,111.39,171.205,59.806000000000004,32.65 -2020-12-22 21:15:00,112.49,169.00799999999998,59.806000000000004,32.65 -2020-12-22 21:30:00,112.51,166.87900000000002,59.806000000000004,32.65 -2020-12-22 21:45:00,108.75,165.354,59.806000000000004,32.65 -2020-12-22 22:00:00,100.85,158.816,54.785,32.65 -2020-12-22 22:15:00,98.46,153.403,54.785,32.65 -2020-12-22 22:30:00,93.77,139.632,54.785,32.65 -2020-12-22 22:45:00,94.39,131.819,54.785,32.65 -2020-12-22 23:00:00,92.62,126.223,47.176,32.65 -2020-12-22 23:15:00,91.43,124.146,47.176,32.65 -2020-12-22 23:30:00,86.04,124.527,47.176,32.65 -2020-12-22 23:45:00,83.32,123.98200000000001,47.176,32.65 -2020-12-23 00:00:00,83.37,117.60700000000001,43.42,32.65 -2020-12-23 00:15:00,83.59,117.055,43.42,32.65 -2020-12-23 00:30:00,83.23,117.87899999999999,43.42,32.65 -2020-12-23 00:45:00,80.94,118.979,43.42,32.65 -2020-12-23 01:00:00,76.7,121.35,40.869,32.65 -2020-12-23 01:15:00,80.48,122.177,40.869,32.65 -2020-12-23 01:30:00,81.54,122.714,40.869,32.65 -2020-12-23 01:45:00,80.75,123.163,40.869,32.65 -2020-12-23 02:00:00,77.53,124.807,39.541,32.65 -2020-12-23 02:15:00,76.71,126.197,39.541,32.65 -2020-12-23 02:30:00,79.2,126.31,39.541,32.65 -2020-12-23 02:45:00,81.57,128.10299999999998,39.541,32.65 -2020-12-23 03:00:00,79.82,130.524,39.052,32.65 -2020-12-23 03:15:00,77.81,131.65200000000002,39.052,32.65 -2020-12-23 03:30:00,79.49,133.59,39.052,32.65 -2020-12-23 03:45:00,83.44,134.471,39.052,32.65 -2020-12-23 04:00:00,82.03,146.98,40.36,32.65 -2020-12-23 04:15:00,80.22,159.136,40.36,32.65 -2020-12-23 04:30:00,80.62,161.252,40.36,32.65 -2020-12-23 04:45:00,83.03,163.74,40.36,32.65 -2020-12-23 05:00:00,87.93,197.69799999999998,43.133,32.65 -2020-12-23 05:15:00,91.08,226.25599999999997,43.133,32.65 -2020-12-23 05:30:00,94.96,221.985,43.133,32.65 -2020-12-23 05:45:00,98.6,214.09900000000002,43.133,32.65 -2020-12-23 06:00:00,105.55,210.36900000000003,54.953,32.65 -2020-12-23 06:15:00,110.85,215.77700000000002,54.953,32.65 -2020-12-23 06:30:00,115.87,218.25099999999998,54.953,32.65 -2020-12-23 06:45:00,120.4,221.162,54.953,32.65 -2020-12-23 07:00:00,126.78,221.05700000000002,66.566,32.65 -2020-12-23 07:15:00,128.65,225.765,66.566,32.65 -2020-12-23 07:30:00,130.99,228.233,66.566,32.65 -2020-12-23 07:45:00,133.38,229.315,66.566,32.65 -2020-12-23 08:00:00,135.54,228.261,72.902,32.65 -2020-12-23 08:15:00,135.89,228.02700000000002,72.902,32.65 -2020-12-23 08:30:00,136.41,226.31099999999998,72.902,32.65 -2020-12-23 08:45:00,136.61,222.982,72.902,32.65 -2020-12-23 09:00:00,137.52,216.169,68.465,32.65 -2020-12-23 09:15:00,138.65,212.708,68.465,32.65 -2020-12-23 09:30:00,139.53,210.229,68.465,32.65 -2020-12-23 09:45:00,140.58,207.421,68.465,32.65 -2020-12-23 10:00:00,139.15,203.13299999999998,63.625,32.65 -2020-12-23 10:15:00,139.36,198.62400000000002,63.625,32.65 -2020-12-23 10:30:00,139.02,196.31799999999998,63.625,32.65 -2020-12-23 10:45:00,138.24,194.97799999999998,63.625,32.65 -2020-12-23 11:00:00,141.5,193.97799999999998,61.628,32.65 -2020-12-23 11:15:00,140.02,192.88,61.628,32.65 -2020-12-23 11:30:00,142.39,191.84,61.628,32.65 -2020-12-23 11:45:00,137.8,190.325,61.628,32.65 -2020-12-23 12:00:00,134.47,184.69799999999998,58.708999999999996,32.65 -2020-12-23 12:15:00,132.86,183.894,58.708999999999996,32.65 -2020-12-23 12:30:00,132.25,184.143,58.708999999999996,32.65 -2020-12-23 12:45:00,133.37,185.047,58.708999999999996,32.65 -2020-12-23 13:00:00,133.19,183.796,57.373000000000005,32.65 -2020-12-23 13:15:00,133.97,183.37,57.373000000000005,32.65 -2020-12-23 13:30:00,132.3,183.033,57.373000000000005,32.65 -2020-12-23 13:45:00,130.97,182.84799999999998,57.373000000000005,32.65 -2020-12-23 14:00:00,130.64,181.804,57.684,32.65 -2020-12-23 14:15:00,130.79,182.24099999999999,57.684,32.65 -2020-12-23 14:30:00,130.4,182.863,57.684,32.65 -2020-12-23 14:45:00,130.0,182.893,57.684,32.65 -2020-12-23 15:00:00,130.36,183.90900000000002,58.03,32.65 -2020-12-23 15:15:00,130.22,184.33900000000003,58.03,32.65 -2020-12-23 15:30:00,129.82,186.446,58.03,32.65 -2020-12-23 15:45:00,131.13,187.935,58.03,32.65 -2020-12-23 16:00:00,133.7,189.97299999999998,59.97,32.65 -2020-12-23 16:15:00,136.31,191.487,59.97,32.65 -2020-12-23 16:30:00,139.13,193.93,59.97,32.65 -2020-12-23 16:45:00,141.42,195.372,59.97,32.65 -2020-12-23 17:00:00,147.76,198.045,65.661,32.65 -2020-12-23 17:15:00,147.93,198.938,65.661,32.65 -2020-12-23 17:30:00,148.05,199.803,65.661,32.65 -2020-12-23 17:45:00,143.23,199.658,65.661,32.65 -2020-12-23 18:00:00,140.17,201.03599999999997,70.96300000000001,32.65 -2020-12-23 18:15:00,139.83,199.13299999999998,70.96300000000001,32.65 -2020-12-23 18:30:00,138.54,197.62900000000002,70.96300000000001,32.65 -2020-12-23 18:45:00,138.83,197.52900000000002,70.96300000000001,32.65 -2020-12-23 19:00:00,136.66,198.641,74.133,32.65 -2020-12-23 19:15:00,134.75,195.046,74.133,32.65 -2020-12-23 19:30:00,133.88,193.02900000000002,74.133,32.65 -2020-12-23 19:45:00,133.25,189.11,74.133,32.65 -2020-12-23 20:00:00,126.72,185.614,65.613,32.65 -2020-12-23 20:15:00,120.6,179.90200000000002,65.613,32.65 -2020-12-23 20:30:00,117.16,176.08900000000003,65.613,32.65 -2020-12-23 20:45:00,115.94,173.47799999999998,65.613,32.65 -2020-12-23 21:00:00,113.09,171.37900000000002,58.583,32.65 -2020-12-23 21:15:00,114.76,169.165,58.583,32.65 -2020-12-23 21:30:00,112.8,167.037,58.583,32.65 -2020-12-23 21:45:00,109.3,165.523,58.583,32.65 -2020-12-23 22:00:00,103.75,158.988,54.411,32.65 -2020-12-23 22:15:00,102.73,153.583,54.411,32.65 -2020-12-23 22:30:00,99.23,139.843,54.411,32.65 -2020-12-23 22:45:00,99.37,132.03799999999998,54.411,32.65 -2020-12-23 23:00:00,94.42,126.421,47.878,32.65 -2020-12-23 23:15:00,89.7,124.345,47.878,32.65 -2020-12-23 23:30:00,86.46,124.74,47.878,32.65 -2020-12-23 23:45:00,87.03,124.18799999999999,47.878,32.65 -2020-12-24 00:00:00,57.0,117.822,44.513000000000005,32.468 -2020-12-24 00:15:00,57.34,117.244,44.513000000000005,32.468 -2020-12-24 00:30:00,56.42,118.05799999999999,44.513000000000005,32.468 -2020-12-24 00:45:00,55.53,119.14,44.513000000000005,32.468 -2020-12-24 01:00:00,52.63,121.53200000000001,43.169,32.468 -2020-12-24 01:15:00,53.35,122.355,43.169,32.468 -2020-12-24 01:30:00,52.36,122.896,43.169,32.468 -2020-12-24 01:45:00,52.48,123.33200000000001,43.169,32.468 -2020-12-24 02:00:00,51.25,124.992,41.763999999999996,32.468 -2020-12-24 02:15:00,52.09,126.383,41.763999999999996,32.468 -2020-12-24 02:30:00,51.45,126.501,41.763999999999996,32.468 -2020-12-24 02:45:00,51.82,128.293,41.763999999999996,32.468 -2020-12-24 03:00:00,51.68,130.705,41.155,32.468 -2020-12-24 03:15:00,52.17,131.857,41.155,32.468 -2020-12-24 03:30:00,52.33,133.796,41.155,32.468 -2020-12-24 03:45:00,53.49,134.678,41.155,32.468 -2020-12-24 04:00:00,54.37,147.165,41.96,32.468 -2020-12-24 04:15:00,54.98,159.316,41.96,32.468 -2020-12-24 04:30:00,55.93,161.425,41.96,32.468 -2020-12-24 04:45:00,57.9,163.912,41.96,32.468 -2020-12-24 05:00:00,61.23,197.83700000000002,45.206,32.468 -2020-12-24 05:15:00,61.7,226.36,45.206,32.468 -2020-12-24 05:30:00,63.74,222.101,45.206,32.468 -2020-12-24 05:45:00,65.72,214.232,45.206,32.468 -2020-12-24 06:00:00,71.25,210.52599999999998,55.398999999999994,32.468 -2020-12-24 06:15:00,73.82,215.94,55.398999999999994,32.468 -2020-12-24 06:30:00,75.73,218.44099999999997,55.398999999999994,32.468 -2020-12-24 06:45:00,79.76,221.386,55.398999999999994,32.468 -2020-12-24 07:00:00,84.31,221.29,64.627,32.468 -2020-12-24 07:15:00,85.26,225.99599999999998,64.627,32.468 -2020-12-24 07:30:00,86.83,228.458,64.627,32.468 -2020-12-24 07:45:00,89.99,229.53,64.627,32.468 -2020-12-24 08:00:00,92.92,228.477,70.895,32.468 -2020-12-24 08:15:00,93.1,228.232,70.895,32.468 -2020-12-24 08:30:00,94.95,226.505,70.895,32.468 -2020-12-24 08:45:00,95.57,223.15200000000002,70.895,32.468 -2020-12-24 09:00:00,99.59,216.31900000000002,66.382,32.468 -2020-12-24 09:15:00,100.3,212.865,66.382,32.468 -2020-12-24 09:30:00,100.82,210.396,66.382,32.468 -2020-12-24 09:45:00,100.23,207.579,66.382,32.468 -2020-12-24 10:00:00,101.06,203.28799999999998,62.739,32.468 -2020-12-24 10:15:00,101.79,198.771,62.739,32.468 -2020-12-24 10:30:00,102.05,196.449,62.739,32.468 -2020-12-24 10:45:00,102.54,195.107,62.739,32.468 -2020-12-24 11:00:00,100.69,194.09,60.843,32.468 -2020-12-24 11:15:00,101.48,192.986,60.843,32.468 -2020-12-24 11:30:00,100.88,191.946,60.843,32.468 -2020-12-24 11:45:00,99.0,190.43,60.843,32.468 -2020-12-24 12:00:00,94.85,184.805,58.466,32.468 -2020-12-24 12:15:00,95.31,184.016,58.466,32.468 -2020-12-24 12:30:00,93.98,184.271,58.466,32.468 -2020-12-24 12:45:00,96.03,185.178,58.466,32.468 -2020-12-24 13:00:00,94.18,183.908,56.883,32.468 -2020-12-24 13:15:00,90.44,183.48,56.883,32.468 -2020-12-24 13:30:00,90.13,183.132,56.883,32.468 -2020-12-24 13:45:00,90.54,182.94,56.883,32.468 -2020-12-24 14:00:00,89.78,181.893,56.503,32.468 -2020-12-24 14:15:00,92.43,182.33,56.503,32.468 -2020-12-24 14:30:00,90.39,182.968,56.503,32.468 -2020-12-24 14:45:00,92.14,183.01,56.503,32.468 -2020-12-24 15:00:00,92.57,184.044,57.803999999999995,32.468 -2020-12-24 15:15:00,93.64,184.463,57.803999999999995,32.468 -2020-12-24 15:30:00,94.37,186.578,57.803999999999995,32.468 -2020-12-24 15:45:00,97.44,188.062,57.803999999999995,32.468 -2020-12-24 16:00:00,103.78,190.1,59.379,32.468 -2020-12-24 16:15:00,107.92,191.628,59.379,32.468 -2020-12-24 16:30:00,106.71,194.077,59.379,32.468 -2020-12-24 16:45:00,107.58,195.53900000000002,59.379,32.468 -2020-12-24 17:00:00,111.26,198.19299999999998,64.71600000000001,32.468 -2020-12-24 17:15:00,110.82,199.113,64.71600000000001,32.468 -2020-12-24 17:30:00,112.07,200.0,64.71600000000001,32.468 -2020-12-24 17:45:00,111.35,199.86700000000002,64.71600000000001,32.468 -2020-12-24 18:00:00,110.75,201.264,68.803,32.468 -2020-12-24 18:15:00,110.62,199.34900000000002,68.803,32.468 -2020-12-24 18:30:00,110.52,197.851,68.803,32.468 -2020-12-24 18:45:00,110.48,197.765,68.803,32.468 -2020-12-24 19:00:00,111.49,198.856,72.934,32.468 -2020-12-24 19:15:00,106.52,195.25599999999997,72.934,32.468 -2020-12-24 19:30:00,104.08,193.234,72.934,32.468 -2020-12-24 19:45:00,102.68,189.304,72.934,32.468 -2020-12-24 20:00:00,96.72,185.8,65.175,32.468 -2020-12-24 20:15:00,96.77,180.084,65.175,32.468 -2020-12-24 20:30:00,91.18,176.25400000000002,65.175,32.468 -2020-12-24 20:45:00,89.83,173.66,65.175,32.468 -2020-12-24 21:00:00,86.22,171.545,58.55,32.468 -2020-12-24 21:15:00,85.58,169.31400000000002,58.55,32.468 -2020-12-24 21:30:00,83.25,167.188,58.55,32.468 -2020-12-24 21:45:00,85.54,165.68599999999998,58.55,32.468 -2020-12-24 22:00:00,76.93,159.151,55.041000000000004,32.468 -2020-12-24 22:15:00,77.34,153.755,55.041000000000004,32.468 -2020-12-24 22:30:00,73.53,140.047,55.041000000000004,32.468 -2020-12-24 22:45:00,72.69,132.249,55.041000000000004,32.468 -2020-12-24 23:00:00,68.02,126.61,48.258,32.468 -2020-12-24 23:15:00,68.11,124.535,48.258,32.468 -2020-12-24 23:30:00,64.77,124.944,48.258,32.468 -2020-12-24 23:45:00,67.67,124.384,48.258,32.468 -2020-12-25 00:00:00,57.87,114.70100000000001,32.311,32.468 -2020-12-25 00:15:00,58.21,109.835,32.311,32.468 -2020-12-25 00:30:00,57.43,111.413,32.311,32.468 -2020-12-25 00:45:00,57.71,113.917,32.311,32.468 -2020-12-25 01:00:00,54.98,116.509,25.569000000000003,32.468 -2020-12-25 01:15:00,55.19,118.25200000000001,25.569000000000003,32.468 -2020-12-25 01:30:00,54.78,118.568,25.569000000000003,32.468 -2020-12-25 01:45:00,53.55,118.613,25.569000000000003,32.468 -2020-12-25 02:00:00,50.76,120.314,21.038,32.468 -2020-12-25 02:15:00,52.54,120.425,21.038,32.468 -2020-12-25 02:30:00,49.88,120.809,21.038,32.468 -2020-12-25 02:45:00,52.68,123.17399999999999,21.038,32.468 -2020-12-25 03:00:00,51.32,125.52600000000001,19.865,32.468 -2020-12-25 03:15:00,51.45,125.884,19.865,32.468 -2020-12-25 03:30:00,52.01,127.59,19.865,32.468 -2020-12-25 03:45:00,52.84,128.874,19.865,32.468 -2020-12-25 04:00:00,52.17,137.297,19.076,32.468 -2020-12-25 04:15:00,52.24,145.708,19.076,32.468 -2020-12-25 04:30:00,53.63,146.046,19.076,32.468 -2020-12-25 04:45:00,54.09,147.187,19.076,32.468 -2020-12-25 05:00:00,53.22,160.945,20.174,32.468 -2020-12-25 05:15:00,54.53,169.99900000000002,20.174,32.468 -2020-12-25 05:30:00,53.56,167.02200000000002,20.174,32.468 -2020-12-25 05:45:00,57.2,164.69400000000002,20.174,32.468 -2020-12-25 06:00:00,57.45,179.6,19.854,32.468 -2020-12-25 06:15:00,58.55,197.949,19.854,32.468 -2020-12-25 06:30:00,59.92,193.317,19.854,32.468 -2020-12-25 06:45:00,61.05,188.095,19.854,32.468 -2020-12-25 07:00:00,63.95,185.90599999999998,23.096999999999998,32.468 -2020-12-25 07:15:00,65.26,189.485,23.096999999999998,32.468 -2020-12-25 07:30:00,66.28,193.239,23.096999999999998,32.468 -2020-12-25 07:45:00,69.33,196.55,23.096999999999998,32.468 -2020-12-25 08:00:00,71.62,200.118,30.849,32.468 -2020-12-25 08:15:00,74.42,202.94400000000002,30.849,32.468 -2020-12-25 08:30:00,76.82,205.296,30.849,32.468 -2020-12-25 08:45:00,78.68,205.364,30.849,32.468 -2020-12-25 09:00:00,81.32,200.285,30.03,32.468 -2020-12-25 09:15:00,83.82,198.69799999999998,30.03,32.468 -2020-12-25 09:30:00,85.11,196.558,30.03,32.468 -2020-12-25 09:45:00,87.16,193.717,30.03,32.468 -2020-12-25 10:00:00,87.91,191.055,27.625999999999998,32.468 -2020-12-25 10:15:00,89.23,187.868,27.625999999999998,32.468 -2020-12-25 10:30:00,91.55,186.21,27.625999999999998,32.468 -2020-12-25 10:45:00,93.17,183.923,27.625999999999998,32.468 -2020-12-25 11:00:00,94.65,183.926,29.03,32.468 -2020-12-25 11:15:00,98.58,181.39700000000002,29.03,32.468 -2020-12-25 11:30:00,100.6,180.172,29.03,32.468 -2020-12-25 11:45:00,100.05,178.365,29.03,32.468 -2020-12-25 12:00:00,95.72,172.512,25.93,32.468 -2020-12-25 12:15:00,92.54,172.11900000000003,25.93,32.468 -2020-12-25 12:30:00,88.4,171.47,25.93,32.468 -2020-12-25 12:45:00,84.51,171.19299999999998,25.93,32.468 -2020-12-25 13:00:00,81.0,169.72099999999998,16.363,32.468 -2020-12-25 13:15:00,80.85,170.907,16.363,32.468 -2020-12-25 13:30:00,80.27,169.92700000000002,16.363,32.468 -2020-12-25 13:45:00,80.22,169.51,16.363,32.468 -2020-12-25 14:00:00,77.57,168.797,14.370999999999999,32.468 -2020-12-25 14:15:00,78.09,169.671,14.370999999999999,32.468 -2020-12-25 14:30:00,77.16,170.231,14.370999999999999,32.468 -2020-12-25 14:45:00,76.87,170.32299999999998,14.370999999999999,32.468 -2020-12-25 15:00:00,77.34,170.106,19.031,32.468 -2020-12-25 15:15:00,76.88,171.554,19.031,32.468 -2020-12-25 15:30:00,76.93,174.22,19.031,32.468 -2020-12-25 15:45:00,78.2,176.516,19.031,32.468 -2020-12-25 16:00:00,81.38,178.011,24.998,32.468 -2020-12-25 16:15:00,82.28,179.81900000000002,24.998,32.468 -2020-12-25 16:30:00,86.93,182.61,24.998,32.468 -2020-12-25 16:45:00,86.17,184.921,24.998,32.468 -2020-12-25 17:00:00,89.63,187.218,35.976,32.468 -2020-12-25 17:15:00,87.98,189.021,35.976,32.468 -2020-12-25 17:30:00,89.65,189.84099999999998,35.976,32.468 -2020-12-25 17:45:00,90.91,191.3,35.976,32.468 -2020-12-25 18:00:00,91.63,192.454,41.513000000000005,32.468 -2020-12-25 18:15:00,90.25,193.15400000000002,41.513000000000005,32.468 -2020-12-25 18:30:00,91.06,191.364,41.513000000000005,32.468 -2020-12-25 18:45:00,91.59,189.735,41.513000000000005,32.468 -2020-12-25 19:00:00,90.53,192.299,45.607,32.468 -2020-12-25 19:15:00,89.44,190.046,45.607,32.468 -2020-12-25 19:30:00,88.41,188.205,45.607,32.468 -2020-12-25 19:45:00,87.49,185.03900000000002,45.607,32.468 -2020-12-25 20:00:00,85.33,183.676,43.372,32.468 -2020-12-25 20:15:00,84.64,180.94400000000002,43.372,32.468 -2020-12-25 20:30:00,83.34,177.888,43.372,32.468 -2020-12-25 20:45:00,82.68,174.28599999999997,43.372,32.468 -2020-12-25 21:00:00,80.07,172.31599999999997,39.458,32.468 -2020-12-25 21:15:00,79.28,170.345,39.458,32.468 -2020-12-25 21:30:00,78.47,169.702,39.458,32.468 -2020-12-25 21:45:00,77.69,168.477,39.458,32.468 -2020-12-25 22:00:00,74.04,163.124,40.15,32.468 -2020-12-25 22:15:00,75.14,159.202,40.15,32.468 -2020-12-25 22:30:00,71.33,154.743,40.15,32.468 -2020-12-25 22:45:00,71.18,151.332,40.15,32.468 -2020-12-25 23:00:00,67.24,144.92,33.876999999999995,32.468 -2020-12-25 23:15:00,66.92,141.184,33.876999999999995,32.468 -2020-12-25 23:30:00,63.35,139.3,33.876999999999995,32.468 -2020-12-25 23:45:00,62.32,136.632,33.876999999999995,32.468 -2020-12-26 00:00:00,57.9,114.9,32.311,32.468 -2020-12-26 00:15:00,58.19,110.01,32.311,32.468 -2020-12-26 00:30:00,57.69,111.57700000000001,32.311,32.468 -2020-12-26 00:45:00,58.18,114.064,32.311,32.468 -2020-12-26 01:00:00,54.2,116.675,25.569000000000003,32.468 -2020-12-26 01:15:00,53.83,118.415,25.569000000000003,32.468 -2020-12-26 01:30:00,54.04,118.73299999999999,25.569000000000003,32.468 -2020-12-26 01:45:00,53.35,118.766,25.569000000000003,32.468 -2020-12-26 02:00:00,50.27,120.48200000000001,21.038,32.468 -2020-12-26 02:15:00,50.84,120.59299999999999,21.038,32.468 -2020-12-26 02:30:00,50.18,120.984,21.038,32.468 -2020-12-26 02:45:00,49.92,123.348,21.038,32.468 -2020-12-26 03:00:00,50.44,125.69200000000001,19.865,32.468 -2020-12-26 03:15:00,51.13,126.073,19.865,32.468 -2020-12-26 03:30:00,51.68,127.77799999999999,19.865,32.468 -2020-12-26 03:45:00,52.19,129.064,19.865,32.468 -2020-12-26 04:00:00,52.65,137.464,19.076,32.468 -2020-12-26 04:15:00,51.74,145.872,19.076,32.468 -2020-12-26 04:30:00,52.08,146.203,19.076,32.468 -2020-12-26 04:45:00,52.91,147.342,19.076,32.468 -2020-12-26 05:00:00,52.87,161.06799999999998,20.174,32.468 -2020-12-26 05:15:00,54.46,170.08900000000003,20.174,32.468 -2020-12-26 05:30:00,54.44,167.12099999999998,20.174,32.468 -2020-12-26 05:45:00,56.77,164.81099999999998,20.174,32.468 -2020-12-26 06:00:00,56.75,179.74099999999999,19.854,32.468 -2020-12-26 06:15:00,60.38,198.097,19.854,32.468 -2020-12-26 06:30:00,58.83,193.49,19.854,32.468 -2020-12-26 06:45:00,59.86,188.3,19.854,32.468 -2020-12-26 07:00:00,62.28,186.122,23.096999999999998,32.468 -2020-12-26 07:15:00,63.68,189.696,23.096999999999998,32.468 -2020-12-26 07:30:00,64.23,193.442,23.096999999999998,32.468 -2020-12-26 07:45:00,69.19,196.74200000000002,23.096999999999998,32.468 -2020-12-26 08:00:00,69.13,200.31099999999998,28.963,32.468 -2020-12-26 08:15:00,74.4,203.125,28.963,32.468 -2020-12-26 08:30:00,73.12,205.46400000000003,28.963,32.468 -2020-12-26 08:45:00,75.14,205.50900000000001,28.963,32.468 -2020-12-26 09:00:00,78.03,200.41099999999997,28.194000000000003,32.468 -2020-12-26 09:15:00,80.29,198.832,28.194000000000003,32.468 -2020-12-26 09:30:00,83.3,196.702,28.194000000000003,32.468 -2020-12-26 09:45:00,81.36,193.852,28.194000000000003,32.468 -2020-12-26 10:00:00,86.11,191.188,25.936999999999998,32.468 -2020-12-26 10:15:00,85.18,187.99400000000003,25.936999999999998,32.468 -2020-12-26 10:30:00,89.16,186.321,25.936999999999998,32.468 -2020-12-26 10:45:00,88.48,184.033,25.936999999999998,32.468 -2020-12-26 11:00:00,92.1,184.018,27.256,32.468 -2020-12-26 11:15:00,93.15,181.483,27.256,32.468 -2020-12-26 11:30:00,95.06,180.26,27.256,32.468 -2020-12-26 11:45:00,97.74,178.452,27.256,32.468 -2020-12-26 12:00:00,92.69,172.60299999999998,24.345,32.468 -2020-12-26 12:15:00,92.99,172.22400000000002,24.345,32.468 -2020-12-26 12:30:00,85.85,171.58,24.345,32.468 -2020-12-26 12:45:00,84.15,171.30599999999998,24.345,32.468 -2020-12-26 13:00:00,84.26,169.81599999999997,15.363,32.468 -2020-12-26 13:15:00,80.45,170.998,15.363,32.468 -2020-12-26 13:30:00,78.78,170.00900000000001,15.363,32.468 -2020-12-26 13:45:00,79.31,169.584,15.363,32.468 -2020-12-26 14:00:00,76.77,168.87099999999998,13.492,32.468 -2020-12-26 14:15:00,76.41,169.743,13.492,32.468 -2020-12-26 14:30:00,76.48,170.31900000000002,13.492,32.468 -2020-12-26 14:45:00,77.52,170.423,13.492,32.468 -2020-12-26 15:00:00,78.64,170.22299999999998,17.868,32.468 -2020-12-26 15:15:00,80.39,171.66,17.868,32.468 -2020-12-26 15:30:00,77.92,174.332,17.868,32.468 -2020-12-26 15:45:00,79.11,176.623,17.868,32.468 -2020-12-26 16:00:00,86.11,178.118,23.47,32.468 -2020-12-26 16:15:00,83.6,179.93900000000002,23.47,32.468 -2020-12-26 16:30:00,87.85,182.736,23.47,32.468 -2020-12-26 16:45:00,86.53,185.065,23.47,32.468 -2020-12-26 17:00:00,89.38,187.34400000000002,33.777,32.468 -2020-12-26 17:15:00,90.4,189.174,33.777,32.468 -2020-12-26 17:30:00,94.34,190.016,33.777,32.468 -2020-12-26 17:45:00,92.08,191.488,33.777,32.468 -2020-12-26 18:00:00,93.83,192.66099999999997,38.975,32.468 -2020-12-26 18:15:00,92.14,193.35299999999998,38.975,32.468 -2020-12-26 18:30:00,92.33,191.56799999999998,38.975,32.468 -2020-12-26 18:45:00,93.19,189.954,38.975,32.468 -2020-12-26 19:00:00,91.96,192.495,42.818999999999996,32.468 -2020-12-26 19:15:00,91.71,190.238,42.818999999999996,32.468 -2020-12-26 19:30:00,90.43,188.393,42.818999999999996,32.468 -2020-12-26 19:45:00,90.65,185.217,42.818999999999996,32.468 -2020-12-26 20:00:00,86.8,183.845,43.372,32.468 -2020-12-26 20:15:00,86.59,181.109,43.372,32.468 -2020-12-26 20:30:00,84.5,178.03799999999998,43.372,32.468 -2020-12-26 20:45:00,83.84,174.453,43.372,32.468 -2020-12-26 21:00:00,79.9,172.46599999999998,39.458,32.468 -2020-12-26 21:15:00,79.31,170.479,39.458,32.468 -2020-12-26 21:30:00,79.36,169.83700000000002,39.458,32.468 -2020-12-26 21:45:00,81.72,168.62400000000002,39.458,32.468 -2020-12-26 22:00:00,74.52,163.27200000000002,40.15,32.468 -2020-12-26 22:15:00,74.0,159.359,40.15,32.468 -2020-12-26 22:30:00,72.07,154.929,40.15,32.468 -2020-12-26 22:45:00,70.15,151.52700000000002,40.15,32.468 -2020-12-26 23:00:00,66.32,145.092,33.876999999999995,32.468 -2020-12-26 23:15:00,66.62,141.359,33.876999999999995,32.468 -2020-12-26 23:30:00,63.94,139.489,33.876999999999995,32.468 -2020-12-26 23:45:00,64.95,136.814,33.876999999999995,32.468 -2020-12-27 00:00:00,56.66,115.09299999999999,35.232,32.468 -2020-12-27 00:15:00,57.29,110.179,35.232,32.468 -2020-12-27 00:30:00,56.01,111.735,35.232,32.468 -2020-12-27 00:45:00,54.37,114.205,35.232,32.468 -2020-12-27 01:00:00,52.25,116.833,31.403000000000002,32.468 -2020-12-27 01:15:00,53.32,118.569,31.403000000000002,32.468 -2020-12-27 01:30:00,52.46,118.88799999999999,31.403000000000002,32.468 -2020-12-27 01:45:00,51.48,118.911,31.403000000000002,32.468 -2020-12-27 02:00:00,49.93,120.641,30.69,32.468 -2020-12-27 02:15:00,51.57,120.75299999999999,30.69,32.468 -2020-12-27 02:30:00,50.82,121.15,30.69,32.468 -2020-12-27 02:45:00,50.77,123.514,30.69,32.468 -2020-12-27 03:00:00,49.34,125.84899999999999,29.516,32.468 -2020-12-27 03:15:00,50.62,126.25200000000001,29.516,32.468 -2020-12-27 03:30:00,51.39,127.959,29.516,32.468 -2020-12-27 03:45:00,51.75,129.248,29.516,32.468 -2020-12-27 04:00:00,50.79,137.624,29.148000000000003,32.468 -2020-12-27 04:15:00,51.03,146.02700000000002,29.148000000000003,32.468 -2020-12-27 04:30:00,51.16,146.35299999999998,29.148000000000003,32.468 -2020-12-27 04:45:00,52.11,147.49,29.148000000000003,32.468 -2020-12-27 05:00:00,52.51,161.184,28.706,32.468 -2020-12-27 05:15:00,53.68,170.172,28.706,32.468 -2020-12-27 05:30:00,52.91,167.213,28.706,32.468 -2020-12-27 05:45:00,54.55,164.921,28.706,32.468 -2020-12-27 06:00:00,55.49,179.87400000000002,28.771,32.468 -2020-12-27 06:15:00,55.76,198.235,28.771,32.468 -2020-12-27 06:30:00,56.15,193.65400000000002,28.771,32.468 -2020-12-27 06:45:00,57.92,188.49599999999998,28.771,32.468 -2020-12-27 07:00:00,60.11,186.328,31.39,32.468 -2020-12-27 07:15:00,61.04,189.898,31.39,32.468 -2020-12-27 07:30:00,65.58,193.636,31.39,32.468 -2020-12-27 07:45:00,65.21,196.923,31.39,32.468 -2020-12-27 08:00:00,66.03,200.493,34.972,32.468 -2020-12-27 08:15:00,66.67,203.295,34.972,32.468 -2020-12-27 08:30:00,68.78,205.62,34.972,32.468 -2020-12-27 08:45:00,72.45,205.642,34.972,32.468 -2020-12-27 09:00:00,73.81,200.525,36.709,32.468 -2020-12-27 09:15:00,75.71,198.952,36.709,32.468 -2020-12-27 09:30:00,75.67,196.835,36.709,32.468 -2020-12-27 09:45:00,76.59,193.976,36.709,32.468 -2020-12-27 10:00:00,77.56,191.308,35.812,32.468 -2020-12-27 10:15:00,79.49,188.108,35.812,32.468 -2020-12-27 10:30:00,81.12,186.422,35.812,32.468 -2020-12-27 10:45:00,83.85,184.13299999999998,35.812,32.468 -2020-12-27 11:00:00,84.02,184.101,36.746,32.468 -2020-12-27 11:15:00,86.47,181.56,36.746,32.468 -2020-12-27 11:30:00,87.71,180.338,36.746,32.468 -2020-12-27 11:45:00,88.37,178.52900000000002,36.746,32.468 -2020-12-27 12:00:00,87.6,172.685,35.048,32.468 -2020-12-27 12:15:00,85.66,172.321,35.048,32.468 -2020-12-27 12:30:00,83.94,171.68,35.048,32.468 -2020-12-27 12:45:00,84.23,171.40900000000002,35.048,32.468 -2020-12-27 13:00:00,81.23,169.90400000000002,29.987,32.468 -2020-12-27 13:15:00,79.67,171.08,29.987,32.468 -2020-12-27 13:30:00,78.24,170.083,29.987,32.468 -2020-12-27 13:45:00,77.15,169.65,29.987,32.468 -2020-12-27 14:00:00,73.27,168.938,27.21,32.468 -2020-12-27 14:15:00,75.35,169.808,27.21,32.468 -2020-12-27 14:30:00,74.83,170.398,27.21,32.468 -2020-12-27 14:45:00,74.81,170.515,27.21,32.468 -2020-12-27 15:00:00,75.04,170.331,27.726999999999997,32.468 -2020-12-27 15:15:00,76.57,171.757,27.726999999999997,32.468 -2020-12-27 15:30:00,77.1,174.43400000000003,27.726999999999997,32.468 -2020-12-27 15:45:00,79.95,176.72,27.726999999999997,32.468 -2020-12-27 16:00:00,85.35,178.213,32.23,32.468 -2020-12-27 16:15:00,85.01,180.049,32.23,32.468 -2020-12-27 16:30:00,85.83,182.852,32.23,32.468 -2020-12-27 16:45:00,87.36,185.197,32.23,32.468 -2020-12-27 17:00:00,89.42,187.457,42.016999999999996,32.468 -2020-12-27 17:15:00,89.72,189.315,42.016999999999996,32.468 -2020-12-27 17:30:00,91.66,190.179,42.016999999999996,32.468 -2020-12-27 17:45:00,92.42,191.665,42.016999999999996,32.468 -2020-12-27 18:00:00,93.13,192.858,49.338,32.468 -2020-12-27 18:15:00,92.27,193.541,49.338,32.468 -2020-12-27 18:30:00,93.04,191.763,49.338,32.468 -2020-12-27 18:45:00,92.9,190.16299999999998,49.338,32.468 -2020-12-27 19:00:00,91.41,192.68,52.369,32.468 -2020-12-27 19:15:00,90.74,190.42,52.369,32.468 -2020-12-27 19:30:00,89.58,188.57299999999998,52.369,32.468 -2020-12-27 19:45:00,88.24,185.388,52.369,32.468 -2020-12-27 20:00:00,84.87,184.005,50.405,32.468 -2020-12-27 20:15:00,84.15,181.267,50.405,32.468 -2020-12-27 20:30:00,82.18,178.18099999999998,50.405,32.468 -2020-12-27 20:45:00,80.95,174.613,50.405,32.468 -2020-12-27 21:00:00,77.99,172.61,46.235,32.468 -2020-12-27 21:15:00,79.18,170.606,46.235,32.468 -2020-12-27 21:30:00,78.7,169.965,46.235,32.468 -2020-12-27 21:45:00,80.23,168.764,46.235,32.468 -2020-12-27 22:00:00,76.73,163.412,46.861000000000004,32.468 -2020-12-27 22:15:00,73.06,159.51,46.861000000000004,32.468 -2020-12-27 22:30:00,70.7,155.107,46.861000000000004,32.468 -2020-12-27 22:45:00,70.0,151.71200000000002,46.861000000000004,32.468 -2020-12-27 23:00:00,65.04,145.257,41.302,32.468 -2020-12-27 23:15:00,65.95,141.525,41.302,32.468 -2020-12-27 23:30:00,64.23,139.66899999999998,41.302,32.468 -2020-12-27 23:45:00,63.33,136.99,41.302,32.468 -2020-12-28 00:00:00,57.03,119.344,37.164,32.468 -2020-12-28 00:15:00,57.21,117.274,37.164,32.468 -2020-12-28 00:30:00,56.31,118.925,37.164,32.468 -2020-12-28 00:45:00,56.35,120.848,37.164,32.468 -2020-12-28 01:00:00,52.26,123.51899999999999,34.994,32.468 -2020-12-28 01:15:00,53.0,124.74799999999999,34.994,32.468 -2020-12-28 01:30:00,52.53,125.137,34.994,32.468 -2020-12-28 01:45:00,52.32,125.25399999999999,34.994,32.468 -2020-12-28 02:00:00,51.03,126.993,34.571,32.468 -2020-12-28 02:15:00,52.03,128.454,34.571,32.468 -2020-12-28 02:30:00,50.99,129.18200000000002,34.571,32.468 -2020-12-28 02:45:00,50.55,130.94799999999998,34.571,32.468 -2020-12-28 03:00:00,49.6,134.501,33.934,32.468 -2020-12-28 03:15:00,51.33,136.524,33.934,32.468 -2020-12-28 03:30:00,50.91,138.001,33.934,32.468 -2020-12-28 03:45:00,51.45,138.749,33.934,32.468 -2020-12-28 04:00:00,51.82,151.371,34.107,32.468 -2020-12-28 04:15:00,52.15,163.84,34.107,32.468 -2020-12-28 04:30:00,53.03,166.226,34.107,32.468 -2020-12-28 04:45:00,54.7,167.53099999999998,34.107,32.468 -2020-12-28 05:00:00,57.21,196.475,39.575,32.468 -2020-12-28 05:15:00,58.21,225.044,39.575,32.468 -2020-12-28 05:30:00,58.82,222.28799999999998,39.575,32.468 -2020-12-28 05:45:00,60.69,214.507,39.575,32.468 -2020-12-28 06:00:00,63.74,211.99599999999998,56.156000000000006,32.468 -2020-12-28 06:15:00,64.22,215.868,56.156000000000006,32.468 -2020-12-28 06:30:00,66.48,219.101,56.156000000000006,32.468 -2020-12-28 06:45:00,67.97,222.567,56.156000000000006,32.468 -2020-12-28 07:00:00,71.66,222.68099999999998,67.926,32.468 -2020-12-28 07:15:00,73.71,227.53,67.926,32.468 -2020-12-28 07:30:00,73.74,230.484,67.926,32.468 -2020-12-28 07:45:00,76.15,231.332,67.926,32.468 -2020-12-28 08:00:00,78.92,230.185,72.58,32.468 -2020-12-28 08:15:00,77.89,230.88400000000001,72.58,32.468 -2020-12-28 08:30:00,79.51,229.27,72.58,32.468 -2020-12-28 08:45:00,81.98,226.108,72.58,32.468 -2020-12-28 09:00:00,84.91,219.989,66.984,32.468 -2020-12-28 09:15:00,86.68,215.032,66.984,32.468 -2020-12-28 09:30:00,86.35,211.93599999999998,66.984,32.468 -2020-12-28 09:45:00,87.57,209.25400000000002,66.984,32.468 -2020-12-28 10:00:00,88.75,205.554,63.158,32.468 -2020-12-28 10:15:00,89.35,202.032,63.158,32.468 -2020-12-28 10:30:00,90.53,199.482,63.158,32.468 -2020-12-28 10:45:00,92.46,197.829,63.158,32.468 -2020-12-28 11:00:00,92.51,195.31900000000002,61.141000000000005,32.468 -2020-12-28 11:15:00,93.89,194.49599999999998,61.141000000000005,32.468 -2020-12-28 11:30:00,95.76,194.61599999999999,61.141000000000005,32.468 -2020-12-28 11:45:00,98.55,192.44299999999998,61.141000000000005,32.468 -2020-12-28 12:00:00,96.46,188.148,57.961000000000006,32.468 -2020-12-28 12:15:00,96.89,187.805,57.961000000000006,32.468 -2020-12-28 12:30:00,94.61,187.355,57.961000000000006,32.468 -2020-12-28 12:45:00,93.99,188.53,57.961000000000006,32.468 -2020-12-28 13:00:00,91.48,187.59599999999998,56.843,32.468 -2020-12-28 13:15:00,89.62,187.41299999999998,56.843,32.468 -2020-12-28 13:30:00,87.6,185.91299999999998,56.843,32.468 -2020-12-28 13:45:00,89.12,185.547,56.843,32.468 -2020-12-28 14:00:00,86.23,184.21599999999998,55.992,32.468 -2020-12-28 14:15:00,84.24,184.503,55.992,32.468 -2020-12-28 14:30:00,84.27,184.58700000000002,55.992,32.468 -2020-12-28 14:45:00,84.15,184.78400000000002,55.992,32.468 -2020-12-28 15:00:00,83.99,186.304,57.523,32.468 -2020-12-28 15:15:00,84.98,186.33,57.523,32.468 -2020-12-28 15:30:00,82.61,188.26,57.523,32.468 -2020-12-28 15:45:00,84.31,190.09599999999998,57.523,32.468 -2020-12-28 16:00:00,90.69,191.83599999999998,59.471000000000004,32.468 -2020-12-28 16:15:00,89.04,192.96099999999998,59.471000000000004,32.468 -2020-12-28 16:30:00,91.46,194.821,59.471000000000004,32.468 -2020-12-28 16:45:00,92.1,196.054,59.471000000000004,32.468 -2020-12-28 17:00:00,95.79,198.107,65.066,32.468 -2020-12-28 17:15:00,96.36,199.09599999999998,65.066,32.468 -2020-12-28 17:30:00,94.64,199.445,65.066,32.468 -2020-12-28 17:45:00,94.08,199.503,65.066,32.468 -2020-12-28 18:00:00,92.03,201.101,69.581,32.468 -2020-12-28 18:15:00,92.63,199.59799999999998,69.581,32.468 -2020-12-28 18:30:00,92.68,198.426,69.581,32.468 -2020-12-28 18:45:00,95.26,197.632,69.581,32.468 -2020-12-28 19:00:00,91.26,198.58,73.771,32.468 -2020-12-28 19:15:00,88.66,195.235,73.771,32.468 -2020-12-28 19:30:00,89.79,193.85,73.771,32.468 -2020-12-28 19:45:00,85.86,189.838,73.771,32.468 -2020-12-28 20:00:00,81.83,186.13400000000001,65.035,32.468 -2020-12-28 20:15:00,80.18,181.06099999999998,65.035,32.468 -2020-12-28 20:30:00,78.48,176.19099999999997,65.035,32.468 -2020-12-28 20:45:00,77.08,174.206,65.035,32.468 -2020-12-28 21:00:00,73.88,172.676,58.7,32.468 -2020-12-28 21:15:00,73.68,169.542,58.7,32.468 -2020-12-28 21:30:00,72.87,168.12400000000002,58.7,32.468 -2020-12-28 21:45:00,72.61,166.44099999999997,58.7,32.468 -2020-12-28 22:00:00,69.98,158.253,53.888000000000005,32.468 -2020-12-28 22:15:00,69.76,153.156,53.888000000000005,32.468 -2020-12-28 22:30:00,68.69,139.464,53.888000000000005,32.468 -2020-12-28 22:45:00,68.64,131.43200000000002,53.888000000000005,32.468 -2020-12-28 23:00:00,64.36,125.7,45.501999999999995,32.468 -2020-12-28 23:15:00,66.25,124.46799999999999,45.501999999999995,32.468 -2020-12-28 23:30:00,64.12,125.277,45.501999999999995,32.468 -2020-12-28 23:45:00,64.06,125.116,45.501999999999995,32.468 -2020-12-29 00:00:00,57.18,118.78299999999999,43.537,32.468 -2020-12-29 00:15:00,56.17,118.086,43.537,32.468 -2020-12-29 00:30:00,56.18,118.84700000000001,43.537,32.468 -2020-12-29 00:45:00,56.31,119.844,43.537,32.468 -2020-12-29 01:00:00,53.79,122.324,41.854,32.468 -2020-12-29 01:15:00,53.88,123.124,41.854,32.468 -2020-12-29 01:30:00,50.49,123.676,41.854,32.468 -2020-12-29 01:45:00,53.7,124.057,41.854,32.468 -2020-12-29 02:00:00,51.98,125.79,40.321,32.468 -2020-12-29 02:15:00,53.31,127.184,40.321,32.468 -2020-12-29 02:30:00,53.66,127.334,40.321,32.468 -2020-12-29 02:45:00,53.8,129.121,40.321,32.468 -2020-12-29 03:00:00,53.3,131.494,39.632,32.468 -2020-12-29 03:15:00,58.73,132.754,39.632,32.468 -2020-12-29 03:30:00,61.45,134.694,39.632,32.468 -2020-12-29 03:45:00,56.91,135.592,39.632,32.468 -2020-12-29 04:00:00,58.6,147.961,40.183,32.468 -2020-12-29 04:15:00,58.92,160.092,40.183,32.468 -2020-12-29 04:30:00,58.73,162.172,40.183,32.468 -2020-12-29 04:45:00,60.76,164.65200000000002,40.183,32.468 -2020-12-29 05:00:00,65.7,198.412,43.945,32.468 -2020-12-29 05:15:00,68.23,226.771,43.945,32.468 -2020-12-29 05:30:00,72.46,222.56099999999998,43.945,32.468 -2020-12-29 05:45:00,78.0,214.78,43.945,32.468 -2020-12-29 06:00:00,86.13,211.19,56.048,32.468 -2020-12-29 06:15:00,90.88,216.63400000000001,56.048,32.468 -2020-12-29 06:30:00,98.39,219.25900000000001,56.048,32.468 -2020-12-29 06:45:00,101.09,222.36700000000002,56.048,32.468 -2020-12-29 07:00:00,109.02,222.32,65.74,32.468 -2020-12-29 07:15:00,110.78,227.003,65.74,32.468 -2020-12-29 07:30:00,111.89,229.425,65.74,32.468 -2020-12-29 07:45:00,116.47,230.43099999999998,65.74,32.468 -2020-12-29 08:00:00,119.28,229.387,72.757,32.468 -2020-12-29 08:15:00,119.18,229.077,72.757,32.468 -2020-12-29 08:30:00,121.46,227.28400000000002,72.757,32.468 -2020-12-29 08:45:00,123.85,223.81599999999997,72.757,32.468 -2020-12-29 09:00:00,126.31,216.889,67.692,32.468 -2020-12-29 09:15:00,127.18,213.46900000000002,67.692,32.468 -2020-12-29 09:30:00,129.54,211.058,67.692,32.468 -2020-12-29 09:45:00,127.09,208.2,67.692,32.468 -2020-12-29 10:00:00,130.14,203.892,63.506,32.468 -2020-12-29 10:15:00,131.8,199.34099999999998,63.506,32.468 -2020-12-29 10:30:00,131.24,196.954,63.506,32.468 -2020-12-29 10:45:00,133.38,195.604,63.506,32.468 -2020-12-29 11:00:00,132.11,194.502,60.758,32.468 -2020-12-29 11:15:00,132.81,193.368,60.758,32.468 -2020-12-29 11:30:00,132.74,192.33700000000002,60.758,32.468 -2020-12-29 11:45:00,132.51,190.82,60.758,32.468 -2020-12-29 12:00:00,133.01,185.213,57.519,32.468 -2020-12-29 12:15:00,132.94,184.5,57.519,32.468 -2020-12-29 12:30:00,132.61,184.77200000000002,57.519,32.468 -2020-12-29 12:45:00,131.32,185.69400000000002,57.519,32.468 -2020-12-29 13:00:00,129.11,184.345,56.46,32.468 -2020-12-29 13:15:00,129.11,183.888,56.46,32.468 -2020-12-29 13:30:00,128.11,183.49900000000002,56.46,32.468 -2020-12-29 13:45:00,128.44,183.268,56.46,32.468 -2020-12-29 14:00:00,129.73,182.227,56.207,32.468 -2020-12-29 14:15:00,128.01,182.65400000000002,56.207,32.468 -2020-12-29 14:30:00,127.57,183.363,56.207,32.468 -2020-12-29 14:45:00,128.05,183.468,56.207,32.468 -2020-12-29 15:00:00,125.11,184.584,57.391999999999996,32.468 -2020-12-29 15:15:00,124.05,184.94799999999998,57.391999999999996,32.468 -2020-12-29 15:30:00,122.28,187.088,57.391999999999996,32.468 -2020-12-29 15:45:00,122.29,188.547,57.391999999999996,32.468 -2020-12-29 16:00:00,126.09,190.58,59.955,32.468 -2020-12-29 16:15:00,127.33,192.178,59.955,32.468 -2020-12-29 16:30:00,131.25,194.65200000000002,59.955,32.468 -2020-12-29 16:45:00,132.28,196.199,59.955,32.468 -2020-12-29 17:00:00,135.14,198.761,67.063,32.468 -2020-12-29 17:15:00,134.64,199.817,67.063,32.468 -2020-12-29 17:30:00,135.54,200.817,67.063,32.468 -2020-12-29 17:45:00,135.22,200.755,67.063,32.468 -2020-12-29 18:00:00,135.98,202.24900000000002,71.477,32.468 -2020-12-29 18:15:00,133.12,200.295,71.477,32.468 -2020-12-29 18:30:00,132.74,198.825,71.477,32.468 -2020-12-29 18:45:00,132.76,198.80900000000003,71.477,32.468 -2020-12-29 19:00:00,129.1,199.782,74.32,32.468 -2020-12-29 19:15:00,131.66,196.169,74.32,32.468 -2020-12-29 19:30:00,131.57,194.13,74.32,32.468 -2020-12-29 19:45:00,134.28,190.15400000000002,74.32,32.468 -2020-12-29 20:00:00,124.16,186.60299999999998,66.157,32.468 -2020-12-29 20:15:00,118.77,180.87400000000002,66.157,32.468 -2020-12-29 20:30:00,114.09,176.968,66.157,32.468 -2020-12-29 20:45:00,113.21,174.458,66.157,32.468 -2020-12-29 21:00:00,104.2,172.25900000000001,59.806000000000004,32.468 -2020-12-29 21:15:00,110.79,169.947,59.806000000000004,32.468 -2020-12-29 21:30:00,106.78,167.829,59.806000000000004,32.468 -2020-12-29 21:45:00,106.31,166.38299999999998,59.806000000000004,32.468 -2020-12-29 22:00:00,95.44,159.85399999999998,54.785,32.468 -2020-12-29 22:15:00,92.96,154.50799999999998,54.785,32.468 -2020-12-29 22:30:00,85.11,140.935,54.785,32.468 -2020-12-29 22:45:00,86.87,133.178,54.785,32.468 -2020-12-29 23:00:00,82.77,127.431,47.176,32.468 -2020-12-29 23:15:00,84.86,125.367,47.176,32.468 -2020-12-29 23:30:00,77.52,125.84200000000001,47.176,32.468 -2020-12-29 23:45:00,78.36,125.257,47.176,32.468 -2020-12-30 00:00:00,81.02,118.954,43.42,32.468 -2020-12-30 00:15:00,81.82,118.23299999999999,43.42,32.468 -2020-12-30 00:30:00,81.73,118.985,43.42,32.468 -2020-12-30 00:45:00,76.13,119.964,43.42,32.468 -2020-12-30 01:00:00,70.28,122.458,40.869,32.468 -2020-12-30 01:15:00,74.3,123.25299999999999,40.869,32.468 -2020-12-30 01:30:00,77.22,123.807,40.869,32.468 -2020-12-30 01:45:00,76.85,124.179,40.869,32.468 -2020-12-30 02:00:00,73.1,125.92399999999999,39.541,32.468 -2020-12-30 02:15:00,70.43,127.319,39.541,32.468 -2020-12-30 02:30:00,71.98,127.475,39.541,32.468 -2020-12-30 02:45:00,76.52,129.263,39.541,32.468 -2020-12-30 03:00:00,75.41,131.627,39.052,32.468 -2020-12-30 03:15:00,74.83,132.908,39.052,32.468 -2020-12-30 03:30:00,72.89,134.84799999999998,39.052,32.468 -2020-12-30 03:45:00,79.01,135.749,39.052,32.468 -2020-12-30 04:00:00,76.82,148.096,40.36,32.468 -2020-12-30 04:15:00,72.95,160.222,40.36,32.468 -2020-12-30 04:30:00,72.14,162.297,40.36,32.468 -2020-12-30 04:45:00,80.94,164.775,40.36,32.468 -2020-12-30 05:00:00,88.48,198.503,43.133,32.468 -2020-12-30 05:15:00,91.18,226.833,43.133,32.468 -2020-12-30 05:30:00,90.88,222.62900000000002,43.133,32.468 -2020-12-30 05:45:00,93.94,214.865,43.133,32.468 -2020-12-30 06:00:00,101.26,211.298,54.953,32.468 -2020-12-30 06:15:00,106.96,216.748,54.953,32.468 -2020-12-30 06:30:00,112.28,219.395,54.953,32.468 -2020-12-30 06:45:00,115.14,222.53400000000002,54.953,32.468 -2020-12-30 07:00:00,123.05,222.49900000000002,66.566,32.468 -2020-12-30 07:15:00,123.6,227.174,66.566,32.468 -2020-12-30 07:30:00,126.82,229.58599999999998,66.566,32.468 -2020-12-30 07:45:00,128.84,230.578,66.566,32.468 -2020-12-30 08:00:00,131.65,229.533,72.902,32.468 -2020-12-30 08:15:00,130.78,229.21,72.902,32.468 -2020-12-30 08:30:00,132.01,227.4,72.902,32.468 -2020-12-30 08:45:00,132.85,223.91099999999997,72.902,32.468 -2020-12-30 09:00:00,134.02,216.967,68.465,32.468 -2020-12-30 09:15:00,135.31,213.55200000000002,68.465,32.468 -2020-12-30 09:30:00,136.11,211.15400000000002,68.465,32.468 -2020-12-30 09:45:00,137.25,208.28900000000002,68.465,32.468 -2020-12-30 10:00:00,135.85,203.97799999999998,63.625,32.468 -2020-12-30 10:15:00,138.58,199.425,63.625,32.468 -2020-12-30 10:30:00,138.23,197.024,63.625,32.468 -2020-12-30 10:45:00,136.57,195.674,63.625,32.468 -2020-12-30 11:00:00,133.24,194.555,61.628,32.468 -2020-12-30 11:15:00,126.44,193.417,61.628,32.468 -2020-12-30 11:30:00,130.71,192.387,61.628,32.468 -2020-12-30 11:45:00,129.54,190.87099999999998,61.628,32.468 -2020-12-30 12:00:00,125.24,185.268,58.708999999999996,32.468 -2020-12-30 12:15:00,124.69,184.571,58.708999999999996,32.468 -2020-12-30 12:30:00,123.95,184.84400000000002,58.708999999999996,32.468 -2020-12-30 12:45:00,129.68,185.769,58.708999999999996,32.468 -2020-12-30 13:00:00,133.73,184.407,57.373000000000005,32.468 -2020-12-30 13:15:00,136.53,183.94400000000002,57.373000000000005,32.468 -2020-12-30 13:30:00,133.6,183.545,57.373000000000005,32.468 -2020-12-30 13:45:00,133.51,183.30599999999998,57.373000000000005,32.468 -2020-12-30 14:00:00,132.59,182.271,57.684,32.468 -2020-12-30 14:15:00,131.17,182.69400000000002,57.684,32.468 -2020-12-30 14:30:00,128.89,183.417,57.684,32.468 -2020-12-30 14:45:00,127.23,183.533,57.684,32.468 -2020-12-30 15:00:00,128.01,184.666,58.03,32.468 -2020-12-30 15:15:00,127.89,185.017,58.03,32.468 -2020-12-30 15:30:00,127.38,187.16,58.03,32.468 -2020-12-30 15:45:00,128.01,188.612,58.03,32.468 -2020-12-30 16:00:00,131.71,190.645,59.97,32.468 -2020-12-30 16:15:00,132.63,192.255,59.97,32.468 -2020-12-30 16:30:00,136.55,194.735,59.97,32.468 -2020-12-30 16:45:00,136.97,196.297,59.97,32.468 -2020-12-30 17:00:00,140.13,198.84099999999998,65.661,32.468 -2020-12-30 17:15:00,138.72,199.924,65.661,32.468 -2020-12-30 17:30:00,136.98,200.94799999999998,65.661,32.468 -2020-12-30 17:45:00,138.66,200.9,65.661,32.468 -2020-12-30 18:00:00,138.81,202.41299999999998,70.96300000000001,32.468 -2020-12-30 18:15:00,137.74,200.455,70.96300000000001,32.468 -2020-12-30 18:30:00,135.58,198.99099999999999,70.96300000000001,32.468 -2020-12-30 18:45:00,136.58,198.989,70.96300000000001,32.468 -2020-12-30 19:00:00,133.41,199.937,74.133,32.468 -2020-12-30 19:15:00,132.16,196.324,74.133,32.468 -2020-12-30 19:30:00,129.15,194.283,74.133,32.468 -2020-12-30 19:45:00,128.43,190.3,74.133,32.468 -2020-12-30 20:00:00,120.97,186.738,65.613,32.468 -2020-12-30 20:15:00,116.68,181.007,65.613,32.468 -2020-12-30 20:30:00,112.92,177.08900000000003,65.613,32.468 -2020-12-30 20:45:00,113.77,174.59599999999998,65.613,32.468 -2020-12-30 21:00:00,108.79,172.378,58.583,32.468 -2020-12-30 21:15:00,113.74,170.051,58.583,32.468 -2020-12-30 21:30:00,111.85,167.933,58.583,32.468 -2020-12-30 21:45:00,107.84,166.5,58.583,32.468 -2020-12-30 22:00:00,97.67,159.97,54.411,32.468 -2020-12-30 22:15:00,98.11,154.636,54.411,32.468 -2020-12-30 22:30:00,96.26,141.086,54.411,32.468 -2020-12-30 22:45:00,94.93,133.338,54.411,32.468 -2020-12-30 23:00:00,90.4,127.57,47.878,32.468 -2020-12-30 23:15:00,82.73,125.509,47.878,32.468 -2020-12-30 23:30:00,77.9,125.99799999999999,47.878,32.468 -2020-12-30 23:45:00,78.08,125.40899999999999,47.878,32.468 -2020-12-31 00:00:00,72.56,119.118,44.513000000000005,32.468 -2020-12-31 00:15:00,75.51,118.375,44.513000000000005,32.468 -2020-12-31 00:30:00,76.2,119.11399999999999,44.513000000000005,32.468 -2020-12-31 00:45:00,79.94,120.07600000000001,44.513000000000005,32.468 -2020-12-31 01:00:00,76.22,122.584,43.169,32.468 -2020-12-31 01:15:00,75.52,123.374,43.169,32.468 -2020-12-31 01:30:00,69.71,123.929,43.169,32.468 -2020-12-31 01:45:00,72.15,124.29,43.169,32.468 -2020-12-31 02:00:00,68.46,126.051,41.763999999999996,32.468 -2020-12-31 02:15:00,68.93,127.444,41.763999999999996,32.468 -2020-12-31 02:30:00,69.13,127.60799999999999,41.763999999999996,32.468 -2020-12-31 02:45:00,71.05,129.394,41.763999999999996,32.468 -2020-12-31 03:00:00,77.24,131.754,41.155,32.468 -2020-12-31 03:15:00,78.88,133.054,41.155,32.468 -2020-12-31 03:30:00,79.6,134.993,41.155,32.468 -2020-12-31 03:45:00,73.47,135.89700000000002,41.155,32.468 -2020-12-31 04:00:00,71.66,148.222,41.96,32.468 -2020-12-31 04:15:00,72.6,160.344,41.96,32.468 -2020-12-31 04:30:00,74.43,162.416,41.96,32.468 -2020-12-31 04:45:00,76.31,164.89,41.96,32.468 -2020-12-31 05:00:00,80.9,198.58599999999998,45.206,32.468 -2020-12-31 05:15:00,83.91,226.886,45.206,32.468 -2020-12-31 05:30:00,88.55,222.68900000000002,45.206,32.468 -2020-12-31 05:45:00,92.98,214.942,45.206,32.468 -2020-12-31 06:00:00,101.92,211.398,55.398999999999994,32.468 -2020-12-31 06:15:00,106.02,216.854,55.398999999999994,32.468 -2020-12-31 06:30:00,110.67,219.52200000000002,55.398999999999994,32.468 -2020-12-31 06:45:00,115.36,222.69,55.398999999999994,32.468 -2020-12-31 07:00:00,121.21,222.667,64.627,32.468 -2020-12-31 07:15:00,125.44,227.334,64.627,32.468 -2020-12-31 07:30:00,127.04,229.737,64.627,32.468 -2020-12-31 07:45:00,129.3,230.713,64.627,32.468 -2020-12-31 08:00:00,131.83,229.668,70.895,32.468 -2020-12-31 08:15:00,129.92,229.331,70.895,32.468 -2020-12-31 08:30:00,130.03,227.505,70.895,32.468 -2020-12-31 08:45:00,129.65,223.993,70.895,32.468 -2020-12-31 09:00:00,130.4,217.032,66.382,32.468 -2020-12-31 09:15:00,132.18,213.62400000000002,66.382,32.468 -2020-12-31 09:30:00,133.68,211.239,66.382,32.468 -2020-12-31 09:45:00,133.99,208.36700000000002,66.382,32.468 -2020-12-31 10:00:00,133.44,204.053,62.739,32.468 -2020-12-31 10:15:00,135.64,199.49599999999998,62.739,32.468 -2020-12-31 10:30:00,134.92,197.084,62.739,32.468 -2020-12-31 10:45:00,136.65,195.734,62.739,32.468 -2020-12-31 11:00:00,136.01,194.59799999999998,60.843,32.468 -2020-12-31 11:15:00,135.6,193.455,60.843,32.468 -2020-12-31 11:30:00,135.49,192.428,60.843,32.468 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-2020-12-31 16:15:00,134.79,192.322,59.379,32.468 -2020-12-31 16:30:00,137.68,194.80599999999998,59.379,32.468 -2020-12-31 16:45:00,138.3,196.382,59.379,32.468 -2020-12-31 17:00:00,141.23,198.90900000000002,64.71600000000001,32.468 -2020-12-31 17:15:00,140.55,200.021,64.71600000000001,32.468 -2020-12-31 17:30:00,141.63,201.067,64.71600000000001,32.468 -2020-12-31 17:45:00,141.55,201.035,64.71600000000001,32.468 -2020-12-31 18:00:00,140.02,202.56799999999998,68.803,32.468 -2020-12-31 18:15:00,138.28,200.606,68.803,32.468 -2020-12-31 18:30:00,137.19,199.14700000000002,68.803,32.468 -2020-12-31 18:45:00,137.6,199.16,68.803,32.468 -2020-12-31 19:00:00,134.26,200.084,72.934,32.468 -2020-12-31 19:15:00,133.22,196.468,72.934,32.468 -2020-12-31 19:30:00,134.64,194.42700000000002,72.934,32.468 -2020-12-31 19:45:00,136.88,190.43900000000002,72.934,32.468 -2020-12-31 20:00:00,130.24,186.864,65.175,32.468 -2020-12-31 20:15:00,119.33,181.132,65.175,32.468 -2020-12-31 20:30:00,118.31,177.201,65.175,32.468 -2020-12-31 20:45:00,112.7,174.72400000000002,65.175,32.468 -2020-12-31 21:00:00,107.44,172.49,58.55,32.468 -2020-12-31 21:15:00,112.86,170.146,58.55,32.468 -2020-12-31 21:30:00,111.93,168.03,58.55,32.468 -2020-12-31 21:45:00,108.29,166.609,58.55,32.468 -2020-12-31 22:00:00,98.52,160.079,55.041000000000004,32.468 -2020-12-31 22:15:00,94.85,154.757,55.041000000000004,32.468 -2020-12-31 22:30:00,98.1,141.22899999999998,55.041000000000004,32.468 -2020-12-31 22:45:00,96.62,133.488,55.041000000000004,32.468 -2020-12-31 23:00:00,92.22,127.7,48.258,32.468 -2020-12-31 23:15:00,84.12,125.64200000000001,48.258,32.468 -2020-12-31 23:30:00,79.31,126.145,48.258,32.468 -2020-12-31 23:45:00,83.54,125.553,48.258,32.468 diff --git a/examples/05_Two-stage-optimization/two_stage_optimization.py b/examples/05_Two-stage-optimization/two_stage_optimization.py index eee8dd92d..17b97155f 100644 --- a/examples/05_Two-stage-optimization/two_stage_optimization.py +++ b/examples/05_Two-stage-optimization/two_stage_optimization.py @@ -1,9 +1,9 @@ """ This script demonstrates how to use downsampling of a FlowSystem to effectively reduce the size of a model. -This can be very useful when working with large models or during developement state, +This can be very useful when working with large models or during development, as it can drastically reduce the computational time. This leads to faster results and easier debugging. -A common use case is to do optimize the investments of a model with a downsampled version of the original model, and than fix the computed sizes when calculating th actual dispatch. +A common use case is to optimize the investments of a model with a downsampled version of the original model, and then fix the computed sizes when calculating the actual dispatch. While the final optimum might differ from the global optimum, the solving will be much faster. """ @@ -19,8 +19,12 @@ logger = logging.getLogger('flixopt') if __name__ == '__main__': + fx.CONFIG.exploring() + # Data Import - data_import = pd.read_csv(pathlib.Path('Zeitreihen2020.csv'), index_col=0).sort_index() + data_import = pd.read_csv( + pathlib.Path(__file__).parent.parent / 'resources' / 'Zeitreihen2020.csv', index_col=0 + ).sort_index() filtered_data = data_import[:500] filtered_data.index = pd.to_datetime(filtered_data.index) @@ -48,7 +52,7 @@ Q_fu=fx.Flow( label='Q_fu', bus='Gas', - size=fx.InvestParameters(specific_effects={'costs': 1_000}, minimum_size=10, maximum_size=500), + size=fx.SizingParameters(effects_per_size={'costs': 1_000}, minimum_size=10, maximum_size=500), relative_minimum=0.2, previous_flow_rate=20, on_off_parameters=fx.OnOffParameters(effects_per_switch_on=300), @@ -66,15 +70,15 @@ Q_fu=fx.Flow( 'Q_fu', bus='Kohle', - size=fx.InvestParameters(specific_effects={'costs': 3_000}, minimum_size=10, maximum_size=500), + size=fx.SizingParameters(effects_per_size={'costs': 3_000}, minimum_size=10, maximum_size=500), relative_minimum=0.3, previous_flow_rate=100, ), ), fx.Storage( 'Speicher', - capacity_in_flow_hours=fx.InvestParameters( - minimum_size=10, maximum_size=1000, specific_effects={'costs': 60} + capacity_in_flow_hours=fx.SizingParameters( + minimum_size=10, maximum_size=1000, effects_per_size={'costs': 60} ), initial_charge_state='lastValueOfSim', eta_charge=1, @@ -84,54 +88,59 @@ charging=fx.Flow('Q_th_load', size=137, bus='Fernwärme'), discharging=fx.Flow('Q_th_unload', size=158, bus='Fernwärme'), ), - fx.Sink('Wärmelast', sink=fx.Flow('Q_th_Last', bus='Fernwärme', size=1, fixed_relative_profile=heat_demand)), + fx.Sink( + 'Wärmelast', inputs=[fx.Flow('Q_th_Last', bus='Fernwärme', size=1, fixed_relative_profile=heat_demand)] + ), fx.Source( 'Gastarif', - source=fx.Flow('Q_Gas', bus='Gas', size=1000, effects_per_flow_hour={'costs': gas_price, 'CO2': 0.3}), + outputs=[fx.Flow('Q_Gas', bus='Gas', size=1000, effects_per_flow_hour={'costs': gas_price, 'CO2': 0.3})], ), fx.Source( 'Kohletarif', - source=fx.Flow('Q_Kohle', bus='Kohle', size=1000, effects_per_flow_hour={'costs': 4.6, 'CO2': 0.3}), + outputs=[fx.Flow('Q_Kohle', bus='Kohle', size=1000, effects_per_flow_hour={'costs': 4.6, 'CO2': 0.3})], ), fx.Source( 'Einspeisung', - source=fx.Flow( - 'P_el', bus='Strom', size=1000, effects_per_flow_hour={'costs': electricity_price + 0.5, 'CO2': 0.3} - ), + outputs=[ + fx.Flow( + 'P_el', bus='Strom', size=1000, effects_per_flow_hour={'costs': electricity_price + 0.5, 'CO2': 0.3} + ) + ], ), fx.Sink( 'Stromlast', - sink=fx.Flow('P_el_Last', bus='Strom', size=1, fixed_relative_profile=electricity_demand), + inputs=[fx.Flow('P_el_Last', bus='Strom', size=1, fixed_relative_profile=electricity_demand)], ), fx.Source( 'Stromtarif', - source=fx.Flow( - 'P_el', bus='Strom', size=1000, effects_per_flow_hour={'costs': electricity_price, 'CO2': 0.3} - ), + outputs=[ + fx.Flow('P_el', bus='Strom', size=1000, effects_per_flow_hour={'costs': electricity_price, 'CO2': 0.3}) + ], ), ) # Separate optimization of flow sizes and dispatch start = timeit.default_timer() - calculation_sizing = fx.FullCalculation('Sizing', flow_system.resample('4h')) + calculation_sizing = fx.FullCalculation('Sizing', flow_system.resample('2h')) calculation_sizing.do_modeling() - calculation_sizing.solve(fx.solvers.HighsSolver(0.1 / 100, 600)) + calculation_sizing.solve(fx.solvers.HighsSolver(0.1 / 100, 60)) timer_sizing = timeit.default_timer() - start - calculation_dispatch = fx.FullCalculation('Sizing', flow_system) + start = timeit.default_timer() + calculation_dispatch = fx.FullCalculation('Dispatch', flow_system) calculation_dispatch.do_modeling() calculation_dispatch.fix_sizes(calculation_sizing.results.solution) - calculation_dispatch.solve(fx.solvers.HighsSolver(0.1 / 100, 600)) + calculation_dispatch.solve(fx.solvers.HighsSolver(0.1 / 100, 60)) timer_dispatch = timeit.default_timer() - start - if (calculation_dispatch.results.sizes().round(5) == calculation_sizing.results.sizes().round(5)).all(): - logger.info('Sizes where correctly equalized') + if (calculation_dispatch.results.sizes().round(5) == calculation_sizing.results.sizes().round(5)).all().item(): + logger.info('Sizes were correctly equalized') else: - raise RuntimeError('Sizes where not correctly equalized') + raise RuntimeError('Sizes were not correctly equalized') # Optimization of both flow sizes and dispatch together start = timeit.default_timer() - calculation_combined = fx.FullCalculation('Sizing', flow_system) + calculation_combined = fx.FullCalculation('Combined', flow_system) calculation_combined.do_modeling() calculation_combined.solve(fx.solvers.HighsSolver(0.1 / 100, 600)) timer_combined = timeit.default_timer() - start @@ -145,9 +154,9 @@ comparison_main = comparison[ [ 'Duration [s]', - 'costs|total', - 'costs(invest)|total', - 'costs(operation)|total', + 'costs', + 'costs(periodic)', + 'costs(temporal)', 'BHKW2(Q_fu)|size', 'Kessel(Q_fu)|size', 'Speicher|size', diff --git a/examples/03_Calculation_types/Zeitreihen2020.csv b/examples/resources/Zeitreihen2020.csv similarity index 100% rename from examples/03_Calculation_types/Zeitreihen2020.csv rename to examples/resources/Zeitreihen2020.csv diff --git a/flixopt/__init__.py b/flixopt/__init__.py index 34306ae32..73bdd4e0f 100644 --- a/flixopt/__init__.py +++ b/flixopt/__init__.py @@ -2,9 +2,14 @@ This module bundles all common functionality of flixopt and sets up the logging """ -from importlib.metadata import version +import warnings +from importlib.metadata import PackageNotFoundError, version -__version__ = version('flixopt') +try: + __version__ = version('flixopt') +except (PackageNotFoundError, TypeError): + # Package is not installed (development mode without editable install) + __version__ = '0.0.0.dev0' from .commons import ( CONFIG, @@ -15,6 +20,7 @@ Flow, FlowSystem, FullCalculation, + InvestmentParameters, InvestParameters, LinearConverter, OnOffParameters, @@ -24,6 +30,7 @@ PiecewiseEffects, SegmentedCalculation, Sink, + SizingParameters, Source, SourceAndSink, Storage, @@ -36,4 +43,29 @@ solvers, ) -CONFIG.load_config() +# === Runtime warning suppression for third-party libraries === +# These warnings are from dependencies and cannot be fixed by end users. +# They are suppressed at runtime to provide a cleaner user experience. +# These filters match the test configuration in pyproject.toml for consistency. + +# tsam: Time series aggregation library +# - UserWarning: Informational message about minimal value constraints during clustering. +warnings.filterwarnings('ignore', category=UserWarning, message='.*minimal value.*exceeds.*', module='tsam') +# TODO: Might be able to fix it in flixopt? + +# linopy: Linear optimization library +# - UserWarning: Coordinate mismatch warnings that don't affect functionality and are expected. +warnings.filterwarnings( + 'ignore', category=UserWarning, message='Coordinates across variables not equal', module='linopy' +) +# - FutureWarning: join parameter default will change in future versions +warnings.filterwarnings( + 'ignore', + category=FutureWarning, + message="In a future version of xarray the default value for join will change from join='outer' to join='exact'", + module='linopy', +) + +# numpy: Core numerical library +# - RuntimeWarning: Binary incompatibility warnings from compiled extensions (safe to ignore). numpy 1->2 +warnings.filterwarnings('ignore', category=RuntimeWarning, message='numpy\\.ndarray size changed') diff --git a/flixopt/aggregation.py b/flixopt/aggregation.py index 5b9ee8a30..cd0fdde3c 100644 --- a/flixopt/aggregation.py +++ b/flixopt/aggregation.py @@ -20,7 +20,9 @@ except ImportError: TSAM_AVAILABLE = False +from .color_processing import process_colors from .components import Storage +from .config import CONFIG from .structure import ( FlowSystemModel, Submodel, @@ -141,7 +143,7 @@ def describe_clusters(self) -> str: def use_extreme_periods(self): return self.time_series_for_high_peaks or self.time_series_for_low_peaks - def plot(self, colormap: str = 'viridis', show: bool = True, save: pathlib.Path | None = None) -> go.Figure: + def plot(self, colormap: str | None = None, show: bool = True, save: pathlib.Path | None = None) -> go.Figure: from . import plotting df_org = self.original_data.copy().rename( @@ -150,13 +152,20 @@ def plot(self, colormap: str = 'viridis', show: bool = True, save: pathlib.Path df_agg = self.aggregated_data.copy().rename( columns={col: f'Aggregated - {col}' for col in self.aggregated_data.columns} ) - fig = plotting.with_plotly(df_org, 'line', colors=colormap) + colors = list( + process_colors(colormap or CONFIG.Plotting.default_qualitative_colorscale, list(df_org.columns)).values() + ) + fig = plotting.with_plotly(df_org.to_xarray(), 'line', colors=colors, xlabel='Time in h') for trace in fig.data: trace.update(dict(line=dict(dash='dash'))) - fig = plotting.with_plotly(df_agg, 'line', colors=colormap, fig=fig) + fig2 = plotting.with_plotly(df_agg.to_xarray(), 'line', colors=colors, xlabel='Time in h') + for trace in fig2.data: + fig.add_trace(trace) fig.update_layout( - title='Original vs Aggregated Data (original = ---)', xaxis_title='Index', yaxis_title='Value' + title='Original vs Aggregated Data (original = ---)', + xaxis_title='Time in h', + yaxis_title='Value', ) plotting.export_figure( @@ -286,7 +295,7 @@ def use_low_peaks(self) -> bool: class AggregationModel(Submodel): - """The AggregationModel holds equations and variables related to the Aggregation of a FLowSystem. + """The AggregationModel holds equations and variables related to the Aggregation of a FlowSystem. It creates Equations that equates indices of variables, and introduces penalties related to binary variables, that escape the equation to their related binaries in other periods""" @@ -315,8 +324,10 @@ def do_modeling(self): indices = self.aggregation_data.get_equation_indices(skip_first_index_of_period=True) - time_variables: set[str] = {k for k, v in self._model.variables.data.items() if 'time' in v.indexes} - binary_variables: set[str] = {k for k, v in self._model.variables.data.items() if k in self._model.binaries} + time_variables: set[str] = { + name for name in self._model.variables if 'time' in self._model.variables[name].dims + } + binary_variables: set[str] = set(self._model.variables.binaries) binary_time_variables: set[str] = time_variables & binary_variables for component in components: @@ -353,17 +364,11 @@ def _equate_indices(self, variable: linopy.Variable, indices: tuple[np.ndarray, variable.name in self._model.variables.binaries and self.aggregation_parameters.percentage_of_period_freedom > 0 ): - var_k1 = self.add_variables( - binary=True, - coords={'time': variable.isel(time=indices[0]).indexes['time']}, - short_name=f'correction1|{variable.name}', - ) + sel = variable.isel(time=indices[0]) + coords = {d: sel.indexes[d] for d in sel.dims} + var_k1 = self.add_variables(binary=True, coords=coords, short_name=f'correction1|{variable.name}') - var_k0 = self.add_variables( - binary=True, - coords={'time': variable.isel(time=indices[0]).indexes['time']}, - short_name=f'correction0|{variable.name}', - ) + var_k0 = self.add_variables(binary=True, coords=coords, short_name=f'correction0|{variable.name}') # equation extends ... # --> On(p3) can be 0/1 independent of On(p1,t)! @@ -374,13 +379,13 @@ def _equate_indices(self, variable: linopy.Variable, indices: tuple[np.ndarray, con.lhs += 1 * var_k1 - 1 * var_k0 # interlock var_k1 and var_K2: - # eq: var_k0(t)+var_k1(t) <= 1.1 - self.add_constraints(var_k0 + var_k1 <= 1.1, short_name=f'lock_k0_and_k1|{variable.name}') + # eq: var_k0(t)+var_k1(t) <= 1 + self.add_constraints(var_k0 + var_k1 <= 1, short_name=f'lock_k0_and_k1|{variable.name}') # Begrenzung der Korrektur-Anzahl: # eq: sum(K) <= n_Corr_max + limit = int(np.floor(self.aggregation_parameters.percentage_of_period_freedom / 100 * length)) self.add_constraints( - sum(var_k0) + sum(var_k1) - <= round(self.aggregation_parameters.percentage_of_period_freedom / 100 * length), + var_k0.sum(dim='time') + var_k1.sum(dim='time') <= limit, short_name=f'limit_corrections|{variable.name}', ) diff --git a/flixopt/calculation.py b/flixopt/calculation.py index dc525e147..38343b57d 100644 --- a/flixopt/calculation.py +++ b/flixopt/calculation.py @@ -13,6 +13,7 @@ import logging import math import pathlib +import sys import timeit import warnings from collections import Counter @@ -20,14 +21,14 @@ import numpy as np import yaml +from tqdm import tqdm from . import io as fx_io -from . import utils as utils -from .aggregation import AggregationModel, AggregationParameters +from .aggregation import Aggregation, AggregationModel, AggregationParameters from .components import Storage from .config import CONFIG from .core import DataConverter, Scalar, TimeSeriesData, drop_constant_arrays -from .features import InvestmentModel +from .features import InvestmentModel, SizingModel, _SizeModel from .flow_system import FlowSystem from .results import CalculationResults, SegmentedCalculationResults @@ -45,8 +46,17 @@ class Calculation: """ class for defined way of solving a flow_system optimization + + Args: + name: name of calculation + flow_system: flow_system which should be calculated + folder: folder where results should be saved. If None, then the current working directory is used. + normalize_weights: Whether to automatically normalize the weights (periods and scenarios) to sum up to 1 when solving. + active_timesteps: Deprecated. Use FlowSystem.sel(time=...) or FlowSystem.isel(time=...) instead. """ + model: FlowSystemModel | None + def __init__( self, name: str, @@ -56,14 +66,8 @@ def __init__( 'DEPRECATED: Use flow_system.sel(time=...) or flow_system.isel(time=...) instead', ] = None, folder: pathlib.Path | None = None, + normalize_weights: bool = True, ): - """ - Args: - name: name of calculation - flow_system: flow_system which should be calculated - folder: folder where results should be saved. If None, then the current working directory is used. - active_timesteps: Deprecated. Use FLowSystem.sel(time=...) or FlowSystem.isel(time=...) instead. - """ self.name = name if flow_system.used_in_calculation: logger.warning( @@ -82,11 +86,12 @@ def __init__( ) flow_system = flow_system.sel(time=active_timesteps) self._active_timesteps = active_timesteps # deprecated + self.normalize_weights = normalize_weights flow_system._used_in_calculation = True self.flow_system = flow_system - self.model: FlowSystemModel | None = None + self.model = None self.durations = {'modeling': 0.0, 'solving': 0.0, 'saving': 0.0} self.folder = pathlib.Path.cwd() / 'results' if folder is None else pathlib.Path(folder) @@ -107,24 +112,24 @@ def main_results(self) -> dict[str, Scalar | dict]: 'Penalty': self.model.effects.penalty.total.solution.values, 'Effects': { f'{effect.label} [{effect.unit}]': { - 'operation': effect.submodel.operation.total.solution.values, - 'invest': effect.submodel.invest.total.solution.values, + 'temporal': effect.submodel.temporal.total.solution.values, + 'periodic': effect.submodel.periodic.total.solution.values, 'total': effect.submodel.total.solution.values, } - for effect in self.flow_system.effects + for effect in sorted(self.flow_system.effects.values(), key=lambda e: e.label_full.upper()) }, 'Invest-Decisions': { 'Invested': { model.label_of_element: model.size.solution for component in self.flow_system.components.values() for model in component.submodel.all_submodels - if isinstance(model, InvestmentModel) and model.size.solution.max() >= CONFIG.modeling.EPSILON + if isinstance(model, _SizeModel) and model.size.solution.max() >= CONFIG.Modeling.epsilon }, 'Not invested': { model.label_of_element: model.size.solution for component in self.flow_system.components.values() for model in component.submodel.all_submodels - if isinstance(model, InvestmentModel) and model.size.solution.max() < CONFIG.modeling.EPSILON + if isinstance(model, _SizeModel) and model.size.solution.max() < CONFIG.Modeling.epsilon }, }, 'Buses with excess': [ @@ -142,7 +147,7 @@ def main_results(self) -> dict[str, Scalar | dict]: ], } - return utils.round_nested_floats(main_results) + return fx_io.round_nested_floats(main_results) @property def summary(self): @@ -160,7 +165,7 @@ def summary(self): @property def active_timesteps(self) -> pd.DatetimeIndex: warnings.warn( - 'active_timesteps is deprecated. Use active_timesteps instead.', + 'active_timesteps is deprecated. Use flow_system.sel(time=...) or flow_system.isel(time=...) instead.', DeprecationWarning, stacklevel=2, ) @@ -177,13 +182,20 @@ class FullCalculation(Calculation): This is the most comprehensive calculation type that considers every time step in the optimization, providing the most accurate but computationally intensive solution. + + Args: + name: name of calculation + flow_system: flow_system which should be calculated + folder: folder where results should be saved. If None, then the current working directory is used. + normalize_weights: Whether to automatically normalize the weights (periods and scenarios) to sum up to 1 when solving. + active_timesteps: Deprecated. Use FlowSystem.sel(time=...) or FlowSystem.isel(time=...) instead. """ def do_modeling(self) -> FullCalculation: t_start = timeit.default_timer() self.flow_system.connect_and_transform() - self.model = self.flow_system.create_model() + self.model = self.flow_system.create_model(self.normalize_weights) self.model.do_modeling() self.durations['modeling'] = round(timeit.default_timer() - t_start, 2) @@ -217,7 +229,7 @@ def fix_sizes(self, ds: xr.Dataset, decimal_rounding: int | None = 5) -> FullCal return self def solve( - self, solver: _Solver, log_file: pathlib.Path | None = None, log_main_results: bool = True + self, solver: _Solver, log_file: pathlib.Path | None = None, log_main_results: bool | None = None ) -> FullCalculation: t_start = timeit.default_timer() @@ -227,6 +239,8 @@ def solve( **solver.options, ) self.durations['solving'] = round(timeit.default_timer() - t_start, 2) + logger.info(f'Model solved with {solver.name} in {self.durations["solving"]:.2f} seconds.') + logger.info(f'Model status after solve: {self.model.status}') if self.model.status == 'warning': # Save the model and the flow_system to file in case of infeasibility @@ -240,12 +254,12 @@ def solve( ) # Log the formatted output - if log_main_results: - logger.info(f'{" Main Results ":#^80}') + should_log = log_main_results if log_main_results is not None else CONFIG.Solving.log_main_results + if should_log: logger.info( - '\n' + f'{" Main Results ":#^80}\n' + yaml.dump( - utils.round_nested_floats(self.main_results), + self.main_results, default_flow_style=False, sort_keys=False, allow_unicode=True, @@ -278,7 +292,10 @@ class AggregatedCalculation(FullCalculation): This equalizes variables in the components according to the typical periods computed in the aggregation active_timesteps: DatetimeIndex of timesteps to use for calculation. If None, all timesteps are used folder: Folder where results should be saved. If None, current working directory is used - aggregation: contains the aggregation model + + Attributes: + aggregation (Aggregation | None): Contains the clustered time series data + aggregation_model (AggregationModel | None): Contains Variables and Constraints that equalize clusters of the time series data """ def __init__( @@ -298,7 +315,8 @@ def __init__( super().__init__(name, flow_system, active_timesteps, folder=folder) self.aggregation_parameters = aggregation_parameters self.components_to_clusterize = components_to_clusterize - self.aggregation = None + self.aggregation: Aggregation | None = None + self.aggregation_model: AggregationModel | None = None def do_modeling(self) -> AggregatedCalculation: t_start = timeit.default_timer() @@ -306,13 +324,13 @@ def do_modeling(self) -> AggregatedCalculation: self._perform_aggregation() # Model the System - self.model = self.flow_system.create_model() + self.model = self.flow_system.create_model(self.normalize_weights) self.model.do_modeling() # Add Aggregation Submodel after modeling the rest - self.aggregation = AggregationModel( + self.aggregation_model = AggregationModel( self.model, self.aggregation_parameters, self.flow_system, self.aggregation, self.components_to_clusterize ) - self.aggregation.do_modeling() + self.aggregation_model.do_modeling() self.durations['modeling'] = round(timeit.default_timer() - t_start, 2) return self @@ -322,23 +340,18 @@ def _perform_aggregation(self): t_start_agg = timeit.default_timer() # Validation - dt_min, dt_max = ( - np.min(self.flow_system.hours_per_timestep), - np.max(self.flow_system.hours_per_timestep), - ) + dt_min = float(self.flow_system.hours_per_timestep.min().item()) + dt_max = float(self.flow_system.hours_per_timestep.max().item()) if not dt_min == dt_max: raise ValueError( f'Aggregation failed due to inconsistent time step sizes:' f'delta_t varies from {dt_min} to {dt_max} hours.' ) - steps_per_period = self.aggregation_parameters.hours_per_period / self.flow_system.hours_per_timestep.max() - is_integer = ( - self.aggregation_parameters.hours_per_period % self.flow_system.hours_per_timestep.max() - ).item() == 0 - if not (steps_per_period.size == 1 and is_integer): + ratio = self.aggregation_parameters.hours_per_period / dt_max + if not np.isclose(ratio, round(ratio), atol=1e-9): raise ValueError( f'The selected {self.aggregation_parameters.hours_per_period=} does not match the time ' - f'step size of {dt_min} hours). It must be a multiple of {dt_min} hours.' + f'step size of {dt_max} hours. It must be an integer multiple of {dt_max} hours.' ) logger.info(f'{"":#^80}') @@ -360,7 +373,7 @@ def _perform_aggregation(self): ) self.aggregation.cluster() - self.aggregation.plot(show=True, save=self.folder / 'aggregation.html') + self.aggregation.plot(show=CONFIG.Plotting.default_show, save=self.folder / 'aggregation.html') if self.aggregation_parameters.aggregate_data_and_fix_non_binary_vars: ds = self.flow_system.to_dataset() for name, series in self.aggregation.aggregated_data.items(): @@ -382,7 +395,7 @@ def _perform_aggregation(self): def calculate_aggregation_weights(cls, ds: xr.Dataset) -> dict[str, float]: """Calculate weights for all datavars in the dataset. Weights are pulled from the attrs of the datavars.""" - groups = [da.attrs['aggregation_group'] for da in ds.values() if 'aggregation_group' in da.attrs] + groups = [da.attrs['aggregation_group'] for da in ds.data_vars.values() if 'aggregation_group' in da.attrs] group_counts = Counter(groups) # Calculate weight for each group (1/count) @@ -417,7 +430,7 @@ class SegmentedCalculation(Calculation): **Sequential Solving**: Each segment solved independently but with coupling Limitations and Constraints: - **Investment Parameters**: InvestParameters are not supported in segmented calculations + **Investment Parameters**: SizingParameters are not supported in segmented calculations as investment decisions must be made for the entire time horizon, not per segment. **Global Constraints**: Time-horizon-wide constraints (flow_hours_total_min/max, @@ -552,7 +565,7 @@ def _create_sub_calculations(self): for i, (segment_name, timesteps_of_segment) in enumerate( zip(self.segment_names, self._timesteps_per_segment, strict=True) ): - calc = FullCalculation(f'{self.name}-{segment_name}', self.flow_system.sel(timesteps_of_segment)) + calc = FullCalculation(f'{self.name}-{segment_name}', self.flow_system.sel(time=timesteps_of_segment)) calc.flow_system._connect_network() # Connect to have Correct names of Flows! self.sub_calculations.append(calc) @@ -561,48 +574,111 @@ def _create_sub_calculations(self): f'({timesteps_of_segment[0]} -> {timesteps_of_segment[-1]}):' ) + def _solve_single_segment( + self, + i: int, + calculation: FullCalculation, + solver: _Solver, + log_file: pathlib.Path | None, + log_main_results: bool, + suppress_output: bool, + ) -> None: + """Solve a single segment calculation.""" + if i > 0 and self.nr_of_previous_values > 0: + self._transfer_start_values(i) + + calculation.do_modeling() + + # Warn about Investments, but only in first run + if i == 0: + invest_elements = [ + model.label_full + for component in calculation.flow_system.components.values() + for model in component.submodel.all_submodels + if isinstance(model, InvestmentModel) + ] + if invest_elements: + logger.critical( + f'Investments are not supported in Segmented Calculation! ' + f'Following InvestmentModels were found: {invest_elements}' + ) + + log_path = pathlib.Path(log_file) if log_file is not None else self.folder / f'{self.name}.log' + + if suppress_output: + with fx_io.suppress_output(): + calculation.solve(solver, log_file=log_path, log_main_results=log_main_results) + else: + calculation.solve(solver, log_file=log_path, log_main_results=log_main_results) + def do_modeling_and_solve( - self, solver: _Solver, log_file: pathlib.Path | None = None, log_main_results: bool = False + self, + solver: _Solver, + log_file: pathlib.Path | None = None, + log_main_results: bool = False, + show_individual_solves: bool = False, ) -> SegmentedCalculation: + """Model and solve all segments of the segmented calculation. + + This method creates sub-calculations for each time segment, then iteratively + models and solves each segment. It supports two output modes: a progress bar + for compact output, or detailed individual solve information. + + Args: + solver: The solver instance to use for optimization (e.g., Gurobi, HiGHS). + log_file: Optional path to the solver log file. If None, defaults to + folder/name.log. + log_main_results: Whether to log main results (objective, effects, etc.) + after each segment solve. Defaults to False. + show_individual_solves: If True, shows detailed output for each segment + solve with logger messages. If False (default), shows a compact progress + bar with suppressed solver output for cleaner display. + + Returns: + Self, for method chaining. + + Note: + The method automatically transfers all start values between segments to ensure + continuity of storage states and flow rates across segment boundaries. + """ logger.info(f'{"":#^80}') logger.info(f'{" Segmented Solving ":#^80}') self._create_sub_calculations() - for i, calculation in enumerate(self.sub_calculations): - logger.info( - f'{self.segment_names[i]} [{i + 1:>2}/{len(self.segment_names):<2}] ' - f'({calculation.flow_system.timesteps[0]} -> {calculation.flow_system.timesteps[-1]}):' + if show_individual_solves: + # Path 1: Show individual solves with detailed output + for i, calculation in enumerate(self.sub_calculations): + logger.info( + f'Solving segment {i + 1}/{len(self.sub_calculations)}: ' + f'{calculation.flow_system.timesteps[0]} -> {calculation.flow_system.timesteps[-1]}' + ) + self._solve_single_segment(i, calculation, solver, log_file, log_main_results, suppress_output=False) + else: + # Path 2: Show only progress bar with suppressed output + progress_bar = tqdm( + enumerate(self.sub_calculations), + total=len(self.sub_calculations), + desc='Solving segments', + unit='segment', + file=sys.stdout, + disable=not CONFIG.Solving.log_to_console, ) - if i > 0 and self.nr_of_previous_values > 0: - self._transfer_start_values(i) - - calculation.do_modeling() - - # Warn about Investments, but only in fist run - if i == 0: - invest_elements = [ - model.label_full - for component in calculation.flow_system.components.values() - for model in component.submodel.all_submodels - if isinstance(model, InvestmentModel) - ] - if invest_elements: - logger.critical( - f'Investments are not supported in Segmented Calculation! ' - f'Following InvestmentModels were found: {invest_elements}' + try: + for i, calculation in progress_bar: + progress_bar.set_description( + f'Solving ({calculation.flow_system.timesteps[0]} -> {calculation.flow_system.timesteps[-1]})' ) - - calculation.solve( - solver, - log_file=pathlib.Path(log_file) if log_file is not None else self.folder / f'{self.name}.log', - log_main_results=log_main_results, - ) + self._solve_single_segment(i, calculation, solver, log_file, log_main_results, suppress_output=True) + finally: + progress_bar.close() for calc in self.sub_calculations: for key, value in calc.durations.items(): self.durations[key] += value + logger.info(f'Model solved with {solver.name} in {self.durations["solving"]:.2f} seconds.') + self.results = SegmentedCalculationResults.from_calculation(self) return self diff --git a/flixopt/color_processing.py b/flixopt/color_processing.py new file mode 100644 index 000000000..2959acc82 --- /dev/null +++ b/flixopt/color_processing.py @@ -0,0 +1,261 @@ +"""Simplified color handling for visualization. + +This module provides clean color processing that transforms various input formats +into a label-to-color mapping dictionary, without needing to know about the plotting engine. +""" + +from __future__ import annotations + +import logging + +import matplotlib.colors as mcolors +import matplotlib.pyplot as plt +import plotly.express as px +from plotly.exceptions import PlotlyError + +logger = logging.getLogger('flixopt') + + +def _rgb_string_to_hex(color: str) -> str: + """Convert Plotly RGB/RGBA string format to hex. + + Args: + color: Color in format 'rgb(R, G, B)', 'rgba(R, G, B, A)' or already in hex + + Returns: + Color in hex format '#RRGGBB' + """ + color = color.strip() + + # If already hex, return as-is + if color.startswith('#'): + return color + + # Try to parse rgb() or rgba() + try: + if color.startswith('rgb('): + # Extract RGB values from 'rgb(R, G, B)' format + rgb_str = color[4:-1] # Remove 'rgb(' and ')' + elif color.startswith('rgba('): + # Extract RGBA values from 'rgba(R, G, B, A)' format + rgb_str = color[5:-1] # Remove 'rgba(' and ')' + else: + return color + + # Split on commas and parse first three components + components = rgb_str.split(',') + if len(components) < 3: + return color + + # Parse and clamp the first three components + r = max(0, min(255, int(round(float(components[0].strip()))))) + g = max(0, min(255, int(round(float(components[1].strip()))))) + b = max(0, min(255, int(round(float(components[2].strip()))))) + + return f'#{r:02x}{g:02x}{b:02x}' + except (ValueError, IndexError): + # If parsing fails, return original + return color + + +def process_colors( + colors: None | str | list[str] | dict[str, str], + labels: list[str], + default_colorscale: str = 'turbo', +) -> dict[str, str]: + """Process color input and return a label-to-color mapping. + + This function takes flexible color input and always returns a dictionary + mapping each label to a specific color string. The plotting engine can then + use this mapping as needed. + + Args: + colors: Color specification in one of four formats: + - None: Use the default colorscale + - str: Name of a colorscale (e.g., 'turbo', 'plasma', 'Set1', 'portland') + - list[str]: List of color strings (hex, named colors, etc.) + - dict[str, str]: Direct label-to-color mapping + labels: List of labels that need colors assigned + default_colorscale: Fallback colorscale name if requested scale not found + + Returns: + Dictionary mapping each label to a color string + + Examples: + >>> # Using None - applies default colorscale + >>> process_colors(None, ['A', 'B', 'C']) + {'A': '#0d0887', 'B': '#7e03a8', 'C': '#cc4778'} + + >>> # Using a colorscale name + >>> process_colors('plasma', ['A', 'B', 'C']) + {'A': '#0d0887', 'B': '#7e03a8', 'C': '#cc4778'} + + >>> # Using a list of colors + >>> process_colors(['red', 'blue', 'green'], ['A', 'B', 'C']) + {'A': 'red', 'B': 'blue', 'C': 'green'} + + >>> # Using a pre-made mapping + >>> process_colors({'A': 'red', 'B': 'blue'}, ['A', 'B', 'C']) + {'A': 'red', 'B': 'blue', 'C': '#0d0887'} # C gets color from default scale + """ + if not labels: + return {} + + # Case 1: Already a mapping dictionary + if isinstance(colors, dict): + return _fill_missing_colors(colors, labels, default_colorscale) + + # Case 2: None or colorscale name (string) + if colors is None or isinstance(colors, str): + colorscale_name = colors if colors is not None else default_colorscale + color_list = _get_colors_from_scale(colorscale_name, len(labels), default_colorscale) + return dict(zip(labels, color_list, strict=False)) + + # Case 3: List of colors + if isinstance(colors, list): + if len(colors) == 0: + logger.warning(f'Empty color list provided. Using {default_colorscale} instead.') + color_list = _get_colors_from_scale(default_colorscale, len(labels), default_colorscale) + return dict(zip(labels, color_list, strict=False)) + + if len(colors) < len(labels): + logger.debug( + f'Not enough colors provided ({len(colors)}) for all labels ({len(labels)}). Colors will cycle.' + ) + + # Cycle through colors if we don't have enough + return {label: colors[i % len(colors)] for i, label in enumerate(labels)} + + raise TypeError(f'colors must be None, str, list, or dict, got {type(colors)}') + + +def _fill_missing_colors( + color_mapping: dict[str, str], + labels: list[str], + default_colorscale: str, +) -> dict[str, str]: + """Fill in missing labels in a color mapping using a colorscale. + + Args: + color_mapping: Partial label-to-color mapping + labels: All labels that need colors + default_colorscale: Colorscale to use for missing labels + + Returns: + Complete label-to-color mapping + """ + missing_labels = [label for label in labels if label not in color_mapping] + + if not missing_labels: + return color_mapping.copy() + + # Log warning about missing labels + logger.debug(f'Labels missing colors: {missing_labels}. Using {default_colorscale} for these.') + + # Get colors for missing labels + missing_colors = _get_colors_from_scale(default_colorscale, len(missing_labels), default_colorscale) + + # Combine existing and new colors + result = color_mapping.copy() + result.update(dict(zip(missing_labels, missing_colors, strict=False))) + return result + + +def _get_colors_from_scale( + colorscale_name: str, + num_colors: int, + fallback_scale: str, +) -> list[str]: + """Extract a list of colors from a named colorscale. + + Tries to get colors from the named scale (Plotly first, then Matplotlib), + falls back to the fallback scale if not found. + + Args: + colorscale_name: Name of the colorscale to try + num_colors: Number of colors needed + fallback_scale: Fallback colorscale name if first fails + + Returns: + List of color strings (hex format) + """ + # Try to get the requested colorscale + colors = _try_get_colorscale(colorscale_name, num_colors) + + if colors is not None: + return colors + + # Fallback to default + logger.warning(f"Colorscale '{colorscale_name}' not found. Using '{fallback_scale}' instead.") + + colors = _try_get_colorscale(fallback_scale, num_colors) + + if colors is not None: + return colors + + # Ultimate fallback: just use basic colors + logger.warning(f"Fallback colorscale '{fallback_scale}' also not found. Using basic colors.") + basic_colors = [ + '#1f77b4', + '#ff7f0e', + '#2ca02c', + '#d62728', + '#9467bd', + '#8c564b', + '#e377c2', + '#7f7f7f', + '#bcbd22', + '#17becf', + ] + return [basic_colors[i % len(basic_colors)] for i in range(num_colors)] + + +def _try_get_colorscale(colorscale_name: str, num_colors: int) -> list[str] | None: + """Try to get colors from Plotly or Matplotlib colorscales. + + Tries Plotly colorscales first (both qualitative and sequential), + then falls back to Matplotlib colorscales. + + Args: + colorscale_name: Name of the colorscale + num_colors: Number of colors needed + + Returns: + List of color strings (hex format) if successful, None if colorscale not found + """ + # First try Plotly qualitative (discrete) color sequences + colorscale_title = colorscale_name.title() + if hasattr(px.colors.qualitative, colorscale_title): + color_list = getattr(px.colors.qualitative, colorscale_title) + # Convert to hex format for matplotlib compatibility + return [_rgb_string_to_hex(color_list[i % len(color_list)]) for i in range(num_colors)] + + # Then try Plotly sequential/continuous colorscales + try: + colorscale = px.colors.get_colorscale(colorscale_name) + # Sample evenly from the colorscale + if num_colors == 1: + sample_points = [0.5] + else: + sample_points = [i / (num_colors - 1) for i in range(num_colors)] + colors = px.colors.sample_colorscale(colorscale, sample_points) + # Convert to hex format for matplotlib compatibility + return [_rgb_string_to_hex(c) for c in colors] + except (PlotlyError, ValueError): + pass + + # Finally try Matplotlib colorscales + try: + cmap = plt.get_cmap(colorscale_name) + + # Sample evenly from the colorscale + if num_colors == 1: + colors = [cmap(0.5)] + else: + colors = [cmap(i / (num_colors - 1)) for i in range(num_colors)] + + # Convert RGBA tuples to hex strings + return [mcolors.rgb2hex(color[:3]) for color in colors] + + except (ValueError, KeyError): + return None diff --git a/flixopt/commons.py b/flixopt/commons.py index 68412d6fe..87edd9d07 100644 --- a/flixopt/commons.py +++ b/flixopt/commons.py @@ -18,7 +18,16 @@ from .effects import Effect from .elements import Bus, Flow from .flow_system import FlowSystem -from .interface import InvestParameters, OnOffParameters, Piece, Piecewise, PiecewiseConversion, PiecewiseEffects +from .interface import ( + InvestmentParameters, + InvestParameters, + OnOffParameters, + Piece, + Piecewise, + PiecewiseConversion, + PiecewiseEffects, + SizingParameters, +) __all__ = [ 'TimeSeriesData', @@ -37,15 +46,19 @@ 'FullCalculation', 'SegmentedCalculation', 'AggregatedCalculation', - 'InvestParameters', + 'InvestmentParameters', + 'SizingParameters', 'OnOffParameters', 'Piece', 'Piecewise', 'PiecewiseConversion', 'PiecewiseEffects', + 'SizingParameters', 'AggregationParameters', 'plotting', 'results', 'linear_converters', 'solvers', + 'SizingParameters', + 'InvestParameters', ] diff --git a/flixopt/components.py b/flixopt/components.py index 34eac2cfe..15a9de7c4 100644 --- a/flixopt/components.py +++ b/flixopt/components.py @@ -11,10 +11,11 @@ import numpy as np import xarray as xr -from .core import NonTemporalDataUser, PlausibilityError, TemporalData, TemporalDataUser +from . import io as fx_io +from .core import PeriodicDataUser, PlausibilityError, TemporalData, TemporalDataUser from .elements import Component, ComponentModel, Flow -from .features import InvestmentModel, PiecewiseModel -from .interface import InvestParameters, OnOffParameters, PiecewiseConversion +from .features import InvestmentModel, PiecewiseModel, SizingModel +from .interface import InvestmentParameters, OnOffParameters, PiecewiseConversion, SizingParameters from .modeling import BoundingPatterns from .structure import FlowSystemModel, register_class_for_io @@ -40,6 +41,10 @@ class LinearConverter(Component): straightforward linear relationships, or piecewise conversion for complex non-linear behavior approximated through piecewise linear segments. + Mathematical Formulation: + See the complete mathematical model in the documentation: + [LinearConverter](../user-guide/mathematical-notation/elements/LinearConverter.md) + Args: label: The label of the Element. Used to identify it in the FlowSystem. inputs: list of input Flows that feed into the converter. @@ -142,11 +147,11 @@ class LinearConverter(Component): Note: Conversion factors define linear relationships where the sum of (coefficient × flow_rate) equals zero for each equation: factor1×flow1 + factor2×flow2 + ... = 0 - Conversion factors define linear relationships. - `{flow1: a1, flow2: a2, ...}` leads to `a1×flow_rate1 + a2×flow_rate2 + ... = 0` - Unfortunately the current input format doest read intuitively: - {"electricity": 1, "H2": 50} means that the electricity_in flow rate is multiplied by 1 - and the hydrogen_out flow rate is multiplied by 50. THis leads to 50 electricity --> 1 H2. + Conversion factors define linear relationships: + `{flow1: a1, flow2: a2, ...}` yields `a1×flow_rate1 + a2×flow_rate2 + ... = 0`. + Note: The input format may be unintuitive. For example, + `{"electricity": 1, "H2": 50}` implies `1×electricity = 50×H2`, + i.e., 50 units of electricity produce 1 unit of H2. The system must have fewer conversion factors than total flows (degrees of freedom > 0) to avoid over-constraining the problem. For n total flows, use at most n-1 conversion factors. @@ -156,6 +161,8 @@ class LinearConverter(Component): """ + submodel: LinearConverterModel | None + def __init__( self, label: str, @@ -198,19 +205,21 @@ def _plausibility_checks(self) -> None: ) if self.piecewise_conversion: for flow in self.flows.values(): - if isinstance(flow.size, InvestParameters) and flow.size.fixed_size is None: + if isinstance(flow.size, SizingParameters) and flow.size.fixed_size is None: logger.warning( - f'Using a FLow with a fixed size ({flow.label_full}) AND a piecewise_conversion ' - f'(in {self.label_full}) and variable size is uncommon. Please check if this is intended!' + f'Using a Flow with variable size (SizingParameters without fixed_size) ' + f'and a piecewise_conversion in {self.label_full} is uncommon. Please verify intent ' + f'({flow.label_full}).' ) - def transform_data(self, flow_system: FlowSystem): - super().transform_data(flow_system) + def transform_data(self, flow_system: FlowSystem, name_prefix: str = '') -> None: + prefix = '|'.join(filter(None, [name_prefix, self.label_full])) + super().transform_data(flow_system, prefix) if self.conversion_factors: self.conversion_factors = self._transform_conversion_factors(flow_system) if self.piecewise_conversion: self.piecewise_conversion.has_time_dim = True - self.piecewise_conversion.transform_data(flow_system, f'{self.label_full}|PiecewiseConversion') + self.piecewise_conversion.transform_data(flow_system, f'{prefix}|PiecewiseConversion') def _transform_conversion_factors(self, flow_system: FlowSystem) -> list[dict[str, xr.DataArray]]: """Converts all conversion factors to internal datatypes""" @@ -245,37 +254,41 @@ class Storage(Component): final state constraints, and time-varying parameters. It supports both fixed-size and investment-optimized storage systems with comprehensive techno-economic modeling. + Mathematical Formulation: + See the complete mathematical model in the documentation: + [Storage](../user-guide/mathematical-notation/elements/Storage.md) + + - Equation (1): Charge state bounds + - Equation (3): Storage balance (charge state evolution) + + Variable Mapping: + - ``capacity_in_flow_hours`` → C (storage capacity) + - ``charge_state`` → c(t_i) (state of charge at time t_i) + - ``relative_loss_per_hour`` → ċ_rel,loss (self-discharge rate) + - ``eta_charge`` → η_in (charging efficiency) + - ``eta_discharge`` → η_out (discharging efficiency) + Args: - label: The label of the Element. Used to identify it in the FlowSystem. - charging: Incoming flow for loading the storage. Represents energy or material - flowing into the storage system. - discharging: Outgoing flow for unloading the storage. Represents energy or - material flowing out of the storage system. - capacity_in_flow_hours: Nominal capacity/size of the storage in flow-hours - (e.g., kWh for electrical storage, m³ or kg for material storage). Can be a scalar - for fixed capacity or InvestParameters for optimization. - relative_minimum_charge_state: Minimum relative charge state (0-1 range). - Prevents deep discharge that could damage equipment. Default is 0. - relative_maximum_charge_state: Maximum relative charge state (0-1 range). - Accounts for practical capacity limits, safety margins or temperature impacts. Default is 1. - initial_charge_state: Storage charge state at the beginning of the time horizon. - Can be numeric value or 'lastValueOfSim', which is recommended for if the initial start state is not known. - Default is 0. - minimal_final_charge_state: Minimum absolute charge state required at the end - of the time horizon. Useful for ensuring energy security or meeting contracts. - maximal_final_charge_state: Maximum absolute charge state allowed at the end - of the time horizon. Useful for preventing overcharge or managing inventory. - eta_charge: Charging efficiency factor (0-1 range). Accounts for conversion - losses during charging. Default is 1 (perfect efficiency). - eta_discharge: Discharging efficiency factor (0-1 range). Accounts for - conversion losses during discharging. Default is 1 (perfect efficiency). - relative_loss_per_hour: Self-discharge rate per hour (typically 0-0.1 range). - Represents standby losses, leakage, or degradation. Default is 0. - prevent_simultaneous_charge_and_discharge: If True, prevents charging and - discharging simultaneously. Increases binary variables but improves model - realism and solution interpretation. Default is True. - meta_data: Used to store additional information about the Element. Not used - internally, but saved in results. Only use Python native types. + label: Element identifier used in the FlowSystem. + charging: Incoming flow for loading the storage. + discharging: Outgoing flow for unloading the storage. + capacity_in_flow_hours: Storage capacity in flow-hours (kWh, m³, kg). + Scalar for fixed size or SizingParameters for optimization. + relative_minimum_charge_state: Minimum charge state (0-1). Default: 0. + relative_maximum_charge_state: Maximum charge state (0-1). Default: 1. + initial_charge_state: Charge at start. Numeric or 'lastValueOfSim'. Default: 0. + minimal_final_charge_state: Minimum absolute charge required at end (optional). + maximal_final_charge_state: Maximum absolute charge allowed at end (optional). + relative_minimum_final_charge_state: Minimum relative charge at end. + Defaults to last value of relative_minimum_charge_state. + relative_maximum_final_charge_state: Maximum relative charge at end. + Defaults to last value of relative_maximum_charge_state. + eta_charge: Charging efficiency (0-1). Default: 1. + eta_discharge: Discharging efficiency (0-1). Default: 1. + relative_loss_per_hour: Self-discharge per hour (0-0.1). Default: 0. + prevent_simultaneous_charge_and_discharge: Prevent charging and discharging + simultaneously. Adds binary variables. Default: True. + meta_data: Additional information stored in results. Python native types only. Examples: Battery energy storage system: @@ -319,7 +332,7 @@ class Storage(Component): label='pumped_hydro', charging=pump_flow, discharging=turbine_flow, - capacity_in_flow_hours=InvestParameters( + capacity_in_flow_hours=SizingParameters( minimum_size=1000, # Minimum economic scale maximum_size=10000, # Site constraints specific_effects={'cost': 150}, # €150/MWh capacity @@ -351,35 +364,36 @@ class Storage(Component): ``` Note: - Charge state evolution follows the equation: - charge[t+1] = charge[t] × (1-loss_rate)^hours_per_step + - charge_flow[t] × eta_charge × hours_per_step - - discharge_flow[t] × hours_per_step / eta_discharge + **Mathematical formulation**: See [Storage](../user-guide/mathematical-notation/elements/Storage.md) + for charge state evolution equations and balance constraints. - All efficiency parameters (eta_charge, eta_discharge) are dimensionless (0-1 range). - The relative_loss_per_hour parameter represents exponential decay per hour. + **Efficiency parameters** (eta_charge, eta_discharge) are dimensionless (0-1 range). + The relative_loss_per_hour represents exponential decay per hour. - When prevent_simultaneous_charge_and_discharge is True, binary variables are - created to enforce mutual exclusivity, which increases solution time but - prevents unrealistic simultaneous charging and discharging. + **Binary variables**: When prevent_simultaneous_charge_and_discharge is True, binary + variables enforce mutual exclusivity, increasing solution time but preventing unrealistic + simultaneous charging and discharging. - Initial and final charge state constraints use absolute values (not relative), - matching the capacity_in_flow_hours units. + **Units**: Flow rates and charge states are related by the concept of 'flow hours' (=flow_rate * time). + With flow rates in kW, the charge state is therefore (usually) kWh. + With flow rates in m3/h, the charge state is therefore in m3. """ + submodel: StorageModel | None + def __init__( self, label: str, charging: Flow, discharging: Flow, - capacity_in_flow_hours: NonTemporalDataUser | InvestParameters, + capacity_in_flow_hours: PeriodicDataUser | SizingParameters, relative_minimum_charge_state: TemporalDataUser = 0, relative_maximum_charge_state: TemporalDataUser = 1, - initial_charge_state: NonTemporalDataUser | Literal['lastValueOfSim'] = 0, - minimal_final_charge_state: NonTemporalDataUser | None = None, - maximal_final_charge_state: NonTemporalDataUser | None = None, - relative_minimum_final_charge_state: NonTemporalDataUser | None = None, - relative_maximum_final_charge_state: NonTemporalDataUser | None = None, + initial_charge_state: PeriodicDataUser | Literal['lastValueOfSim'] = 0, + minimal_final_charge_state: PeriodicDataUser | None = None, + maximal_final_charge_state: PeriodicDataUser | None = None, + relative_minimum_final_charge_state: PeriodicDataUser | None = None, + relative_maximum_final_charge_state: PeriodicDataUser | None = None, eta_charge: TemporalDataUser = 1, eta_discharge: TemporalDataUser = 1, relative_loss_per_hour: TemporalDataUser = 0, @@ -420,46 +434,47 @@ def create_model(self, model: FlowSystemModel) -> StorageModel: self.submodel = StorageModel(model, self) return self.submodel - def transform_data(self, flow_system: FlowSystem) -> None: - super().transform_data(flow_system) + def transform_data(self, flow_system: FlowSystem, name_prefix: str = '') -> None: + prefix = '|'.join(filter(None, [name_prefix, self.label_full])) + super().transform_data(flow_system, prefix) self.relative_minimum_charge_state = flow_system.fit_to_model_coords( - f'{self.label_full}|relative_minimum_charge_state', + f'{prefix}|relative_minimum_charge_state', self.relative_minimum_charge_state, ) self.relative_maximum_charge_state = flow_system.fit_to_model_coords( - f'{self.label_full}|relative_maximum_charge_state', + f'{prefix}|relative_maximum_charge_state', self.relative_maximum_charge_state, ) - self.eta_charge = flow_system.fit_to_model_coords(f'{self.label_full}|eta_charge', self.eta_charge) - self.eta_discharge = flow_system.fit_to_model_coords(f'{self.label_full}|eta_discharge', self.eta_discharge) + self.eta_charge = flow_system.fit_to_model_coords(f'{prefix}|eta_charge', self.eta_charge) + self.eta_discharge = flow_system.fit_to_model_coords(f'{prefix}|eta_discharge', self.eta_discharge) self.relative_loss_per_hour = flow_system.fit_to_model_coords( - f'{self.label_full}|relative_loss_per_hour', self.relative_loss_per_hour + f'{prefix}|relative_loss_per_hour', self.relative_loss_per_hour ) if not isinstance(self.initial_charge_state, str): self.initial_charge_state = flow_system.fit_to_model_coords( - f'{self.label_full}|initial_charge_state', self.initial_charge_state, dims=['year', 'scenario'] + f'{prefix}|initial_charge_state', self.initial_charge_state, dims=['period', 'scenario'] ) self.minimal_final_charge_state = flow_system.fit_to_model_coords( - f'{self.label_full}|minimal_final_charge_state', self.minimal_final_charge_state, dims=['year', 'scenario'] + f'{prefix}|minimal_final_charge_state', self.minimal_final_charge_state, dims=['period', 'scenario'] ) self.maximal_final_charge_state = flow_system.fit_to_model_coords( - f'{self.label_full}|maximal_final_charge_state', self.maximal_final_charge_state, dims=['year', 'scenario'] + f'{prefix}|maximal_final_charge_state', self.maximal_final_charge_state, dims=['period', 'scenario'] ) self.relative_minimum_final_charge_state = flow_system.fit_to_model_coords( - f'{self.label_full}|relative_minimum_final_charge_state', + f'{prefix}|relative_minimum_final_charge_state', self.relative_minimum_final_charge_state, - dims=['year', 'scenario'], + dims=['period', 'scenario'], ) self.relative_maximum_final_charge_state = flow_system.fit_to_model_coords( - f'{self.label_full}|relative_maximum_final_charge_state', + f'{prefix}|relative_maximum_final_charge_state', self.relative_maximum_final_charge_state, - dims=['year', 'scenario'], + dims=['period', 'scenario'], ) - if isinstance(self.capacity_in_flow_hours, InvestParameters): - self.capacity_in_flow_hours.transform_data(flow_system, f'{self.label_full}|InvestParameters') + if isinstance(self.capacity_in_flow_hours, (SizingParameters, InvestmentParameters)): + self.capacity_in_flow_hours.transform_data(flow_system, f'{prefix}|SizingParameters') else: self.capacity_in_flow_hours = flow_system.fit_to_model_coords( - f'{self.label_full}|capacity_in_flow_hours', self.capacity_in_flow_hours, dims=['year', 'scenario'] + f'{prefix}|capacity_in_flow_hours', self.capacity_in_flow_hours, dims=['period', 'scenario'] ) def _plausibility_checks(self) -> None: @@ -467,40 +482,43 @@ def _plausibility_checks(self) -> None: Check for infeasible or uncommon combinations of parameters """ super()._plausibility_checks() + + # Validate string values and set flag + initial_is_last = False if isinstance(self.initial_charge_state, str): - if self.initial_charge_state != 'lastValueOfSim': - raise PlausibilityError(f'initial_charge_state has undefined value: {self.initial_charge_state}') - return - if isinstance(self.capacity_in_flow_hours, InvestParameters): - if self.capacity_in_flow_hours.fixed_size is None: - maximum_capacity = self.capacity_in_flow_hours.maximum_size - minimum_capacity = self.capacity_in_flow_hours.minimum_size + if self.initial_charge_state == 'lastValueOfSim': + initial_is_last = True else: - maximum_capacity = self.capacity_in_flow_hours.fixed_size - minimum_capacity = self.capacity_in_flow_hours.fixed_size + raise PlausibilityError(f'initial_charge_state has undefined value: {self.initial_charge_state}') + + # Use new SizingParameters methods to get capacity bounds + if isinstance(self.capacity_in_flow_hours, (SizingParameters, InvestmentParameters)): + minimum_capacity = self.capacity_in_flow_hours.minimum_or_fixed_size + maximum_capacity = self.capacity_in_flow_hours.maximum_or_fixed_size else: maximum_capacity = self.capacity_in_flow_hours minimum_capacity = self.capacity_in_flow_hours - # initial capacity >= allowed min for maximum_size: + # Initial capacity should not constraint investment decision minimum_initial_capacity = maximum_capacity * self.relative_minimum_charge_state.isel(time=0) - # initial capacity <= allowed max for minimum_size: maximum_initial_capacity = minimum_capacity * self.relative_maximum_charge_state.isel(time=0) - if (self.initial_charge_state > maximum_initial_capacity).any(): - raise ValueError( - f'{self.label_full}: {self.initial_charge_state=} ' - f'is above allowed maximum charge_state {maximum_initial_capacity}' - ) - if (self.initial_charge_state < minimum_initial_capacity).any(): - raise ValueError( - f'{self.label_full}: {self.initial_charge_state=} ' - f'is below allowed minimum charge_state {minimum_initial_capacity}' - ) + # Only perform numeric comparisons if not using 'lastValueOfSim' + if not initial_is_last: + if (self.initial_charge_state > maximum_initial_capacity).any(): + raise PlausibilityError( + f'{self.label_full}: {self.initial_charge_state=} ' + f'is constraining the investment decision. Chosse a value above {maximum_initial_capacity}' + ) + if (self.initial_charge_state < minimum_initial_capacity).any(): + raise PlausibilityError( + f'{self.label_full}: {self.initial_charge_state=} ' + f'is constraining the investment decision. Chosse a value below {minimum_initial_capacity}' + ) if self.balanced: - if not isinstance(self.charging.size, InvestParameters) or not isinstance( - self.discharging.size, InvestParameters + if not isinstance(self.charging.size, (SizingParameters, InvestmentParameters)) or not isinstance( + self.discharging.size, (SizingParameters, InvestmentParameters) ): raise PlausibilityError( f'Balancing charging and discharging Flows in {self.label_full} is only possible with Investments.' @@ -515,6 +533,15 @@ def _plausibility_checks(self) -> None: f'{self.discharging.size.minimum_size=}, {self.discharging.size.maximum_size=}.' ) + def __repr__(self) -> str: + """Return string representation.""" + # Use build_repr_from_init directly to exclude charging and discharging + return fx_io.build_repr_from_init( + self, + excluded_params={'self', 'label', 'charging', 'discharging', 'kwargs'}, + skip_default_size=True, + ) + fx_io.format_flow_details(self) + @register_class_for_io class Transmission(Component): @@ -532,10 +559,10 @@ class Transmission(Component): Args: label: The label of the Element. Used to identify it in the FlowSystem. - in1: The primary inflow (side A). Pass InvestParameters here for capacity optimization. + in1: The primary inflow (side A). Pass SizingParameters here for capacity optimization. out1: The primary outflow (side B). in2: Optional secondary inflow (side B) for bidirectional operation. - If in1 has InvestParameters, in2 will automatically have matching capacity. + If in1 has SizingParameters, in2 will automatically have matching capacity. out2: Optional secondary outflow (side A) for bidirectional operation. relative_losses: Proportional losses as fraction of throughput (e.g., 0.02 for 2% loss). Applied as: output = input × (1 - relative_losses) @@ -545,7 +572,7 @@ class Transmission(Component): prevent_simultaneous_flows_in_both_directions: If True, prevents simultaneous flow in both directions. Increases binary variables but reflects physical reality for most transmission systems. Default is True. - balanced: Whether to equate the size of the in1 and in2 Flow. Needs InvestParameters in both Flows. + balanced: Whether to equate the size of the in1 and in2 Flow. Needs SizingParameters in both Flows. meta_data: Used to store additional information. Not used internally but saved in results. Only use Python native types. @@ -584,7 +611,7 @@ class Transmission(Component): in1=Flow( label='heat_supply', bus=central_plant_bus, - size=InvestParameters( + size=SizingParameters( minimum_size=1000, # Minimum 1 MW capacity maximum_size=10000, # Maximum 10 MW capacity specific_effects={'cost': 200}, # €200/kW capacity @@ -618,7 +645,7 @@ class Transmission(Component): For bidirectional transmission, each direction has independent loss calculations. - When using InvestParameters on in1, the capacity automatically applies to in2 + When using SizingParameters on in1, the capacity automatically applies to in2 to maintain consistent bidirectional capacity without additional investment variables. Absolute losses force the creation of binary on/off variables, which increases @@ -627,6 +654,8 @@ class Transmission(Component): """ + submodel: TransmissionModel | None + def __init__( self, label: str, @@ -674,9 +703,11 @@ def _plausibility_checks(self): if self.balanced: if self.in2 is None: - raise ValueError('Balanced Transmission needs InvestParameters in both in-Flows') - if not isinstance(self.in1.size, InvestParameters) or not isinstance(self.in2.size, InvestParameters): - raise ValueError('Balanced Transmission needs InvestParameters in both in-Flows') + raise ValueError('Balanced Transmission needs SizingParameters in both in-Flows') + if not isinstance(self.in1.size, (SizingParameters, InvestmentParameters)) or not isinstance( + self.in2.size, (SizingParameters, InvestmentParameters) + ): + raise ValueError('Balanced Transmission needs SizingParameters in both in-Flows') if (self.in1.size.minimum_or_fixed_size > self.in2.size.maximum_or_fixed_size).any() or ( self.in1.size.maximum_or_fixed_size < self.in2.size.minimum_or_fixed_size ).any(): @@ -691,14 +722,11 @@ def create_model(self, model) -> TransmissionModel: self.submodel = TransmissionModel(model, self) return self.submodel - def transform_data(self, flow_system: FlowSystem) -> None: - super().transform_data(flow_system) - self.relative_losses = flow_system.fit_to_model_coords( - f'{self.label_full}|relative_losses', self.relative_losses - ) - self.absolute_losses = flow_system.fit_to_model_coords( - f'{self.label_full}|absolute_losses', self.absolute_losses - ) + def transform_data(self, flow_system: FlowSystem, name_prefix: str = '') -> None: + prefix = '|'.join(filter(None, [name_prefix, self.label_full])) + super().transform_data(flow_system, prefix) + self.relative_losses = flow_system.fit_to_model_coords(f'{prefix}|relative_losses', self.relative_losses) + self.absolute_losses = flow_system.fit_to_model_coords(f'{prefix}|absolute_losses', self.absolute_losses) class TransmissionModel(ComponentModel): @@ -734,8 +762,9 @@ def _do_modeling(self): def create_transmission_equation(self, name: str, in_flow: Flow, out_flow: Flow) -> linopy.Constraint: """Creates an Equation for the Transmission efficiency and adds it to the model""" # eq: out(t) + on(t)*loss_abs(t) = in(t)*(1 - loss_rel(t)) + rel_losses = 0 if self.element.relative_losses is None else self.element.relative_losses con_transmission = self.add_constraints( - out_flow.submodel.flow_rate == -in_flow.submodel.flow_rate * (self.element.relative_losses - 1), + out_flow.submodel.flow_rate == in_flow.submodel.flow_rate * (1 - rel_losses), short_name=name, ) @@ -785,7 +814,7 @@ def _do_modeling(self): label_of_model=f'{self.label_of_element}', piecewise_variables=piecewise_conversion, zero_point=self.on_off.on if self.on_off is not None else False, - as_time_series=True, + dims=('time', 'period', 'scenario'), ), short_name='PiecewiseConversion', ) @@ -832,13 +861,17 @@ def _do_modeling(self): charge_state.isel(time=slice(1, None)) == charge_state.isel(time=slice(None, -1)) * ((1 - rel_loss) ** hours_per_step) + charge_rate * eff_charge * hours_per_step - - discharge_rate * eff_discharge * hours_per_step, + - discharge_rate * hours_per_step / eff_discharge, short_name='charge_state', ) - if isinstance(self.element.capacity_in_flow_hours, InvestParameters): + # Check InvestmentParameters first (best practice to check more specific types first) + if isinstance(self.element.capacity_in_flow_hours, InvestmentParameters): + raise NotImplementedError + + elif isinstance(self.element.capacity_in_flow_hours, SizingParameters): self.add_submodels( - InvestmentModel( + SizingModel( model=self._model, label_of_element=self.label_of_element, label_of_model=self.label_of_element, @@ -891,7 +924,7 @@ def _initial_and_final_charge_state(self): @property def _absolute_charge_state_bounds(self) -> tuple[TemporalData, TemporalData]: relative_lower_bound, relative_upper_bound = self._relative_charge_state_bounds - if not isinstance(self.element.capacity_in_flow_hours, InvestParameters): + if not isinstance(self.element.capacity_in_flow_hours, (SizingParameters, InvestmentParameters)): return ( relative_lower_bound * self.element.capacity_in_flow_hours, relative_upper_bound * self.element.capacity_in_flow_hours, @@ -1049,36 +1082,19 @@ def __init__( meta_data: dict | None = None, **kwargs, ): - source = kwargs.pop('source', None) - sink = kwargs.pop('sink', None) - prevent_simultaneous_sink_and_source = kwargs.pop('prevent_simultaneous_sink_and_source', None) - if source is not None: - warnings.warn( - 'The use of the source argument is deprecated. Use the outputs argument instead.', - DeprecationWarning, - stacklevel=2, - ) - if outputs is not None: - raise ValueError('Either source or outputs can be specified, but not both.') - outputs = [source] - - if sink is not None: - warnings.warn( - 'The use of the sink argument is deprecated. Use the inputs argument instead.', - DeprecationWarning, - stacklevel=2, - ) - if inputs is not None: - raise ValueError('Either sink or inputs can be specified, but not both.') - inputs = [sink] - - if prevent_simultaneous_sink_and_source is not None: - warnings.warn( - 'The use of the prevent_simultaneous_sink_and_source argument is deprecated. Use the prevent_simultaneous_flow_rates argument instead.', - DeprecationWarning, - stacklevel=2, - ) - prevent_simultaneous_flow_rates = prevent_simultaneous_sink_and_source + # Handle deprecated parameters using centralized helper + outputs = self._handle_deprecated_kwarg(kwargs, 'source', 'outputs', outputs, transform=lambda x: [x]) + inputs = self._handle_deprecated_kwarg(kwargs, 'sink', 'inputs', inputs, transform=lambda x: [x]) + prevent_simultaneous_flow_rates = self._handle_deprecated_kwarg( + kwargs, + 'prevent_simultaneous_sink_and_source', + 'prevent_simultaneous_flow_rates', + prevent_simultaneous_flow_rates, + check_conflict=False, + ) + + # Validate any remaining unexpected kwargs + self._validate_kwargs(kwargs) super().__init__( label, @@ -1177,7 +1193,7 @@ class Source(Component): Flow( label='solar_power', bus=electricity_bus, - size=InvestParameters( + size=SizingParameters( minimum_size=0, maximum_size=50000, # Up to 50 MW specific_effects={'cost': 800}, # €800/kW installed @@ -1201,16 +1217,11 @@ def __init__( prevent_simultaneous_flow_rates: bool = False, **kwargs, ): - source = kwargs.pop('source', None) - if source is not None: - warnings.warn( - 'The use of the source argument is deprecated. Use the outputs argument instead.', - DeprecationWarning, - stacklevel=2, - ) - if outputs is not None: - raise ValueError('Either source or outputs can be specified, but not both.') - outputs = [source] + # Handle deprecated parameter using centralized helper + outputs = self._handle_deprecated_kwarg(kwargs, 'source', 'outputs', outputs, transform=lambda x: [x]) + + # Validate any remaining unexpected kwargs + self._validate_kwargs(kwargs) self.prevent_simultaneous_flow_rates = prevent_simultaneous_flow_rates super().__init__( @@ -1315,30 +1326,27 @@ def __init__( prevent_simultaneous_flow_rates: bool = False, **kwargs, ): - """ - Initialize a Sink (consumes flow from the system). + """Initialize a Sink (consumes flow from the system). - Supports legacy `sink=` keyword for backward compatibility (deprecated): if `sink` is provided it is used as the single input flow and a DeprecationWarning is issued; specifying both `inputs` and `sink` raises ValueError. + Supports legacy `sink=` keyword for backward compatibility (deprecated): if `sink` is provided + it is used as the single input flow and a DeprecationWarning is issued; specifying both + `inputs` and `sink` raises ValueError. - Parameters: - label (str): Unique element label. - inputs (list[Flow], optional): Input flows for the sink. - meta_data (dict, optional): Arbitrary metadata attached to the element. - prevent_simultaneous_flow_rates (bool, optional): If True, prevents simultaneous nonzero flow rates across the element's inputs by wiring that restriction into the base Component setup. + Args: + label: Unique element label. + inputs: Input flows for the sink. + meta_data: Arbitrary metadata attached to the element. + prevent_simultaneous_flow_rates: If True, prevents simultaneous nonzero flow rates + across the element's inputs by wiring that restriction into the base Component setup. Note: The deprecated `sink` kwarg is accepted for compatibility but will be removed in future releases. """ - sink = kwargs.pop('sink', None) - if sink is not None: - warnings.warn( - 'The use of the sink argument is deprecated. Use the inputs argument instead.', - DeprecationWarning, - stacklevel=2, - ) - if inputs is not None: - raise ValueError('Either sink or inputs can be specified, but not both.') - inputs = [sink] + # Handle deprecated parameter using centralized helper + inputs = self._handle_deprecated_kwarg(kwargs, 'sink', 'inputs', inputs, transform=lambda x: [x]) + + # Validate any remaining unexpected kwargs + self._validate_kwargs(kwargs) self.prevent_simultaneous_flow_rates = prevent_simultaneous_flow_rates super().__init__( diff --git a/flixopt/config.py b/flixopt/config.py index 74e33e3ee..a74740efb 100644 --- a/flixopt/config.py +++ b/flixopt/config.py @@ -1,268 +1,791 @@ from __future__ import annotations import logging -import os -import types -from dataclasses import dataclass, fields, is_dataclass -from typing import Annotated, Literal, get_type_hints +import sys +import warnings +from logging.handlers import RotatingFileHandler +from pathlib import Path +from types import MappingProxyType +from typing import Literal -import yaml from rich.console import Console from rich.logging import RichHandler +from rich.style import Style +from rich.theme import Theme + +__all__ = ['CONFIG', 'change_logging_level'] logger = logging.getLogger('flixopt') -def merge_configs(defaults: dict, overrides: dict) -> dict: - """ - Merge the default configuration with user-provided overrides. - Args: - defaults: Default configuration dictionary. - overrides: User configuration dictionary. - Returns: - Merged configuration dictionary. - """ - for key, value in overrides.items(): - if isinstance(value, dict) and key in defaults and isinstance(defaults[key], dict): - # Recursively merge nested dictionaries - defaults[key] = merge_configs(defaults[key], value) - else: - # Override the default value - defaults[key] = value - return defaults +# SINGLE SOURCE OF TRUTH - immutable to prevent accidental modification +_DEFAULTS = MappingProxyType( + { + 'config_name': 'flixopt', + 'logging': MappingProxyType( + { + 'level': 'INFO', + 'file': None, + 'rich': False, + 'console': False, + 'max_file_size': 10_485_760, # 10MB + 'backup_count': 5, + 'date_format': '%Y-%m-%d %H:%M:%S', + 'format': '%(message)s', + 'console_width': 120, + 'show_path': False, + 'show_logger_name': False, + 'colors': MappingProxyType( + { + 'DEBUG': '\033[90m', # Bright Black/Gray + 'INFO': '\033[0m', # Default/White + 'WARNING': '\033[33m', # Yellow + 'ERROR': '\033[31m', # Red + 'CRITICAL': '\033[1m\033[31m', # Bold Red + } + ), + } + ), + 'modeling': MappingProxyType( + { + 'big': 10_000_000, + 'epsilon': 1e-5, + 'big_binary_bound': 100_000, + } + ), + 'plotting': MappingProxyType( + { + 'default_show': True, + 'default_engine': 'plotly', + 'default_dpi': 300, + 'default_facet_cols': 3, + 'default_sequential_colorscale': 'turbo', + 'default_qualitative_colorscale': 'plotly', + } + ), + 'solving': MappingProxyType( + { + 'mip_gap': 0.01, + 'time_limit_seconds': 300, + 'log_to_console': True, + 'log_main_results': True, + } + ), + } +) -def dataclass_from_dict_with_validation(cls, data: dict): - """ - Recursively initialize a dataclass from a dictionary. +class CONFIG: + """Configuration for flixopt library. + + Always call ``CONFIG.apply()`` after changes. + + Attributes: + Logging: Logging configuration. + Modeling: Optimization modeling parameters. + Solving: Solver configuration and default parameters. + Plotting: Plotting configuration. + config_name: Configuration name. + + Examples: + ```python + CONFIG.Logging.console = True + CONFIG.Logging.level = 'DEBUG' + CONFIG.apply() + ``` + + Load from YAML file: + + ```yaml + logging: + level: DEBUG + console: true + file: app.log + solving: + mip_gap: 0.001 + time_limit_seconds: 600 + ``` """ - if not is_dataclass(cls): - raise TypeError(f'{cls} must be a dataclass') - - # Get resolved type hints to handle postponed evaluation - type_hints = get_type_hints(cls) - - # Build kwargs for the dataclass constructor - kwargs = {} - for field in fields(cls): - field_name = field.name - # Use resolved type from get_type_hints instead of field.type - field_type = type_hints.get(field_name, field.type) - field_value = data.get(field_name) - - # If the field type is a dataclass and the value is a dict, recursively initialize - if is_dataclass(field_type) and isinstance(field_value, dict): - kwargs[field_name] = dataclass_from_dict_with_validation(field_type, field_value) - else: - kwargs[field_name] = field_value # Pass as-is if no special handling is needed - return cls(**kwargs) + class Logging: + """Logging configuration. + + Silent by default. Enable via ``console=True`` or ``file='path'``. + + Attributes: + level: Logging level. + file: Log file path for file logging. + console: Enable console output. + rich: Use Rich library for enhanced output. + max_file_size: Max file size before rotation. + backup_count: Number of backup files to keep. + date_format: Date/time format string. + format: Log message format string. + console_width: Console width for Rich handler. + show_path: Show file paths in messages. + show_logger_name: Show logger name in messages. + Colors: ANSI color codes for log levels. + + Examples: + ```python + # File logging with rotation + CONFIG.Logging.file = 'app.log' + CONFIG.Logging.max_file_size = 5_242_880 # 5MB + CONFIG.apply() + + # Rich handler with stdout + CONFIG.Logging.console = True # or 'stdout' + CONFIG.Logging.rich = True + CONFIG.apply() + + # Console output to stderr + CONFIG.Logging.console = 'stderr' + CONFIG.apply() + ``` + """ + level: Literal['DEBUG', 'INFO', 'WARNING', 'ERROR', 'CRITICAL'] = _DEFAULTS['logging']['level'] + file: str | None = _DEFAULTS['logging']['file'] + rich: bool = _DEFAULTS['logging']['rich'] + console: bool | Literal['stdout', 'stderr'] = _DEFAULTS['logging']['console'] + max_file_size: int = _DEFAULTS['logging']['max_file_size'] + backup_count: int = _DEFAULTS['logging']['backup_count'] + date_format: str = _DEFAULTS['logging']['date_format'] + format: str = _DEFAULTS['logging']['format'] + console_width: int = _DEFAULTS['logging']['console_width'] + show_path: bool = _DEFAULTS['logging']['show_path'] + show_logger_name: bool = _DEFAULTS['logging']['show_logger_name'] + + class Colors: + """ANSI color codes for log levels. + + Attributes: + DEBUG: ANSI color for DEBUG level. + INFO: ANSI color for INFO level. + WARNING: ANSI color for WARNING level. + ERROR: ANSI color for ERROR level. + CRITICAL: ANSI color for CRITICAL level. + + Examples: + ```python + CONFIG.Logging.Colors.INFO = '\\033[32m' # Green + CONFIG.Logging.Colors.ERROR = '\\033[1m\\033[31m' # Bold red + CONFIG.apply() + ``` + + Common ANSI codes: + - '\\033[30m' - Black + - '\\033[31m' - Red + - '\\033[32m' - Green + - '\\033[33m' - Yellow + - '\\033[34m' - Blue + - '\\033[35m' - Magenta + - '\\033[36m' - Cyan + - '\\033[37m' - White + - '\\033[90m' - Bright Black/Gray + - '\\033[0m' - Reset to default + - '\\033[1m\\033[3Xm' - Bold (replace X with color code 0-7) + - '\\033[2m\\033[3Xm' - Dim (replace X with color code 0-7) + """ + + DEBUG: str = _DEFAULTS['logging']['colors']['DEBUG'] + INFO: str = _DEFAULTS['logging']['colors']['INFO'] + WARNING: str = _DEFAULTS['logging']['colors']['WARNING'] + ERROR: str = _DEFAULTS['logging']['colors']['ERROR'] + CRITICAL: str = _DEFAULTS['logging']['colors']['CRITICAL'] + + class Modeling: + """Optimization modeling parameters. + + Attributes: + big: Large number for big-M constraints. + epsilon: Tolerance for numerical comparisons. + big_binary_bound: Upper bound for binary constraints. + """ -@dataclass() -class ValidatedConfig: - def __setattr__(self, name, value): - if field := self.__dataclass_fields__.get(name): - # Get resolved type hints to handle postponed evaluation - type_hints = get_type_hints(self.__class__, include_extras=True) - field_type = type_hints.get(name, field.type) - if metadata := getattr(field_type, '__metadata__', None): - assert metadata[0](value), f'Invalid value passed to {name!r}: {value=}' - super().__setattr__(name, value) + big: int = _DEFAULTS['modeling']['big'] + epsilon: float = _DEFAULTS['modeling']['epsilon'] + big_binary_bound: int = _DEFAULTS['modeling']['big_binary_bound'] + + class Solving: + """Solver configuration and default parameters. + + Attributes: + mip_gap: Default MIP gap tolerance for solver convergence. + time_limit_seconds: Default time limit in seconds for solver runs. + log_to_console: Whether solver should output to console. + log_main_results: Whether to log main results after solving. + + Examples: + ```python + # Set tighter convergence and longer timeout + CONFIG.Solving.mip_gap = 0.001 + CONFIG.Solving.time_limit_seconds = 600 + CONFIG.Solving.log_to_console = False + CONFIG.apply() + ``` + """ + mip_gap: float = _DEFAULTS['solving']['mip_gap'] + time_limit_seconds: int = _DEFAULTS['solving']['time_limit_seconds'] + log_to_console: bool = _DEFAULTS['solving']['log_to_console'] + log_main_results: bool = _DEFAULTS['solving']['log_main_results'] + + class Plotting: + """Plotting configuration. + + Configure backends via environment variables: + - Matplotlib: Set `MPLBACKEND` environment variable (e.g., 'Agg', 'TkAgg') + - Plotly: Set `PLOTLY_RENDERER` or use `plotly.io.renderers.default` + + Attributes: + default_show: Default value for the `show` parameter in plot methods. + default_engine: Default plotting engine. + default_dpi: Default DPI for saved plots. + default_facet_cols: Default number of columns for faceted plots. + default_sequential_colorscale: Default colorscale for heatmaps and continuous data. + default_qualitative_colorscale: Default colormap for categorical plots (bar/line/area charts). + + Examples: + ```python + # Set consistent theming + CONFIG.Plotting.plotly_template = 'plotly_dark' + CONFIG.apply() + + # Configure default export and color settings + CONFIG.Plotting.default_dpi = 600 + CONFIG.Plotting.default_sequential_colorscale = 'plasma' + CONFIG.Plotting.default_qualitative_colorscale = 'Dark24' + CONFIG.apply() + ``` + """ -@dataclass -class LoggingConfig(ValidatedConfig): - level: Annotated[ - Literal['DEBUG', 'INFO', 'WARNING', 'ERROR', 'CRITICAL'], - lambda level: level in ['DEBUG', 'INFO', 'WARNING', 'ERROR', 'CRITICAL'], - ] - file: Annotated[str, lambda file: isinstance(file, str)] - rich: Annotated[bool, lambda rich: isinstance(rich, bool)] + default_show: bool = _DEFAULTS['plotting']['default_show'] + default_engine: Literal['plotly', 'matplotlib'] = _DEFAULTS['plotting']['default_engine'] + default_dpi: int = _DEFAULTS['plotting']['default_dpi'] + default_facet_cols: int = _DEFAULTS['plotting']['default_facet_cols'] + default_sequential_colorscale: str = _DEFAULTS['plotting']['default_sequential_colorscale'] + default_qualitative_colorscale: str = _DEFAULTS['plotting']['default_qualitative_colorscale'] + config_name: str = _DEFAULTS['config_name'] -@dataclass -class ModelingConfig(ValidatedConfig): - BIG: Annotated[int, lambda x: isinstance(x, int)] - EPSILON: Annotated[float, lambda x: isinstance(x, float)] - BIG_BINARY_BOUND: Annotated[int, lambda x: isinstance(x, int)] + @classmethod + def reset(cls): + """Reset all configuration values to defaults.""" + for key, value in _DEFAULTS['logging'].items(): + if key == 'colors': + # Reset nested Colors class + for color_key, color_value in value.items(): + setattr(cls.Logging.Colors, color_key, color_value) + else: + setattr(cls.Logging, key, value) + for key, value in _DEFAULTS['modeling'].items(): + setattr(cls.Modeling, key, value) -@dataclass -class ConfigSchema(ValidatedConfig): - config_name: Annotated[str, lambda x: isinstance(x, str)] - logging: LoggingConfig - modeling: ModelingConfig + for key, value in _DEFAULTS['solving'].items(): + setattr(cls.Solving, key, value) + for key, value in _DEFAULTS['plotting'].items(): + setattr(cls.Plotting, key, value) -class CONFIG: - """ - A configuration class that stores global configuration values as class attributes. - """ + cls.config_name = _DEFAULTS['config_name'] + cls.apply() + + @classmethod + def apply(cls): + """Apply current configuration to logging system.""" + # Convert Colors class attributes to dict + colors_dict = { + 'DEBUG': cls.Logging.Colors.DEBUG, + 'INFO': cls.Logging.Colors.INFO, + 'WARNING': cls.Logging.Colors.WARNING, + 'ERROR': cls.Logging.Colors.ERROR, + 'CRITICAL': cls.Logging.Colors.CRITICAL, + } + valid_levels = list(colors_dict) + if cls.Logging.level.upper() not in valid_levels: + raise ValueError(f"Invalid log level '{cls.Logging.level}'. Must be one of: {', '.join(valid_levels)}") + + if cls.Logging.max_file_size <= 0: + raise ValueError('max_file_size must be positive') + + if cls.Logging.backup_count < 0: + raise ValueError('backup_count must be non-negative') + + if cls.Logging.console not in (False, True, 'stdout', 'stderr'): + raise ValueError(f"console must be False, True, 'stdout', or 'stderr', got {cls.Logging.console}") + + _setup_logging( + default_level=cls.Logging.level, + log_file=cls.Logging.file, + use_rich_handler=cls.Logging.rich, + console=cls.Logging.console, + max_file_size=cls.Logging.max_file_size, + backup_count=cls.Logging.backup_count, + date_format=cls.Logging.date_format, + format=cls.Logging.format, + console_width=cls.Logging.console_width, + show_path=cls.Logging.show_path, + show_logger_name=cls.Logging.show_logger_name, + colors=colors_dict, + ) + + @classmethod + def load_from_file(cls, config_file: str | Path): + """Load configuration from YAML file and apply it. + + Args: + config_file: Path to the YAML configuration file. + + Raises: + FileNotFoundError: If the config file does not exist. + """ + # Import here to avoid circular import + from . import io as fx_io + + config_path = Path(config_file) + if not config_path.exists(): + raise FileNotFoundError(f'Config file not found: {config_file}') - config_name: str = None - modeling: ModelingConfig = None - logging: LoggingConfig = None + config_dict = fx_io.load_yaml(config_path) + cls._apply_config_dict(config_dict) + + cls.apply() @classmethod - def load_config(cls, user_config_file: str | None = None): + def _apply_config_dict(cls, config_dict: dict): + """Apply configuration dictionary to class attributes. + + Args: + config_dict: Dictionary containing configuration values. """ - Initialize configuration using defaults or user-specified file. + for key, value in config_dict.items(): + if key == 'logging' and isinstance(value, dict): + for nested_key, nested_value in value.items(): + if nested_key == 'colors' and isinstance(nested_value, dict): + # Handle nested colors under logging + for color_key, color_value in nested_value.items(): + setattr(cls.Logging.Colors, color_key, color_value) + else: + setattr(cls.Logging, nested_key, nested_value) + elif key == 'modeling' and isinstance(value, dict): + for nested_key, nested_value in value.items(): + setattr(cls.Modeling, nested_key, nested_value) + elif key == 'solving' and isinstance(value, dict): + for nested_key, nested_value in value.items(): + setattr(cls.Solving, nested_key, nested_value) + elif key == 'plotting' and isinstance(value, dict): + for nested_key, nested_value in value.items(): + setattr(cls.Plotting, nested_key, nested_value) + elif hasattr(cls, key): + setattr(cls, key, value) + + @classmethod + def to_dict(cls) -> dict: + """Convert the configuration class into a dictionary for JSON serialization. + + Returns: + Dictionary representation of the current configuration. """ - # Default config file - default_config_path = os.path.join(os.path.dirname(__file__), 'config.yaml') - - if user_config_file is None: - with open(default_config_path) as file: - new_config = yaml.safe_load(file) - elif not os.path.exists(user_config_file): - raise FileNotFoundError(f'Config file not found: {user_config_file}') - else: - with open(user_config_file) as user_file: - new_config = yaml.safe_load(user_file) + return { + 'config_name': cls.config_name, + 'logging': { + 'level': cls.Logging.level, + 'file': cls.Logging.file, + 'rich': cls.Logging.rich, + 'console': cls.Logging.console, + 'max_file_size': cls.Logging.max_file_size, + 'backup_count': cls.Logging.backup_count, + 'date_format': cls.Logging.date_format, + 'format': cls.Logging.format, + 'console_width': cls.Logging.console_width, + 'show_path': cls.Logging.show_path, + 'show_logger_name': cls.Logging.show_logger_name, + 'colors': { + 'DEBUG': cls.Logging.Colors.DEBUG, + 'INFO': cls.Logging.Colors.INFO, + 'WARNING': cls.Logging.Colors.WARNING, + 'ERROR': cls.Logging.Colors.ERROR, + 'CRITICAL': cls.Logging.Colors.CRITICAL, + }, + }, + 'modeling': { + 'big': cls.Modeling.big, + 'epsilon': cls.Modeling.epsilon, + 'big_binary_bound': cls.Modeling.big_binary_bound, + }, + 'solving': { + 'mip_gap': cls.Solving.mip_gap, + 'time_limit_seconds': cls.Solving.time_limit_seconds, + 'log_to_console': cls.Solving.log_to_console, + 'log_main_results': cls.Solving.log_main_results, + }, + 'plotting': { + 'default_show': cls.Plotting.default_show, + 'default_engine': cls.Plotting.default_engine, + 'default_dpi': cls.Plotting.default_dpi, + 'default_facet_cols': cls.Plotting.default_facet_cols, + 'default_sequential_colorscale': cls.Plotting.default_sequential_colorscale, + 'default_qualitative_colorscale': cls.Plotting.default_qualitative_colorscale, + }, + } + + @classmethod + def silent(cls) -> type[CONFIG]: + """Configure for silent operation. - # Convert the merged config to ConfigSchema - config_data = dataclass_from_dict_with_validation(ConfigSchema, new_config) + Disables console logging, solver output, and result logging + for clean production runs. Does not show plots. Automatically calls apply(). + """ + cls.Logging.console = False + cls.Plotting.default_show = False + cls.Logging.file = None + cls.Solving.log_to_console = False + cls.Solving.log_main_results = False + cls.apply() + return cls - # Store the configuration in the class as class attributes - cls.logging = config_data.logging - cls.modeling = config_data.modeling - cls.config_name = config_data.config_name + @classmethod + def debug(cls) -> type[CONFIG]: + """Configure for debug mode with verbose output. - setup_logging(default_level=cls.logging.level, log_file=cls.logging.file, use_rich_handler=cls.logging.rich) + Enables console logging at DEBUG level and all solver output for + troubleshooting. Automatically calls apply(). + """ + cls.Logging.console = True + cls.Logging.level = 'DEBUG' + cls.Solving.log_to_console = True + cls.Solving.log_main_results = True + cls.apply() + return cls @classmethod - def to_dict(cls): + def exploring(cls) -> type[CONFIG]: + """Configure for exploring flixopt + + Enables console logging at INFO level and all solver output. + Also enables browser plotting for plotly with showing plots per default """ - Convert the configuration class into a dictionary for JSON serialization. - Handles dataclasses and simple types like str, int, etc. + cls.Logging.console = True + cls.Logging.level = 'INFO' + cls.Solving.log_to_console = True + cls.Solving.log_main_results = True + cls.browser_plotting() + cls.apply() + return cls + + @classmethod + def browser_plotting(cls) -> type[CONFIG]: + """Configure for interactive usage with plotly to open plots in browser. + + Sets plotly.io.renderers.default = 'browser'. Useful for running examples + and viewing interactive plots. Does NOT modify CONFIG.Plotting settings. """ - config_dict = {} - for attribute, value in cls.__dict__.items(): - # Only consider attributes (not methods, etc.) - if ( - not attribute.startswith('_') - and not isinstance(value, (types.FunctionType, types.MethodType)) - and not isinstance(value, classmethod) - ): - if is_dataclass(value): - config_dict[attribute] = value.__dict__ - else: # Assuming only basic types here! - config_dict[attribute] = value - - return config_dict - - -class MultilineFormater(logging.Formatter): - def format(self, record): - message_lines = record.getMessage().split('\n') + cls.Plotting.default_show = True + cls.apply() + + import plotly.io as pio - # Prepare the log prefix (timestamp + log level) + pio.renderers.default = 'browser' + + return cls + + +class MultilineFormatter(logging.Formatter): + """Formatter that handles multi-line messages with consistent prefixes. + + Args: + fmt: Log message format string. + datefmt: Date/time format string. + show_logger_name: Show logger name in log messages. + """ + + def __init__(self, fmt: str = '%(message)s', datefmt: str | None = None, show_logger_name: bool = False): + super().__init__(fmt=fmt, datefmt=datefmt) + self.show_logger_name = show_logger_name + + def format(self, record) -> str: + record.message = record.getMessage() + message_lines = self._style.format(record).split('\n') timestamp = self.formatTime(record, self.datefmt) - log_level = record.levelname.ljust(8) # Align log levels for consistency - log_prefix = f'{timestamp} | {log_level} |' + log_level = record.levelname.ljust(8) - # Format all lines - first_line = [f'{log_prefix} {message_lines[0]}'] - if len(message_lines) > 1: - lines = first_line + [f'{log_prefix} {line}' for line in message_lines[1:]] + if self.show_logger_name: + # Truncate long logger names for readability + logger_name = record.name if len(record.name) <= 20 else f'...{record.name[-17:]}' + log_prefix = f'{timestamp} | {log_level} | {logger_name.ljust(20)} |' else: - lines = first_line + log_prefix = f'{timestamp} | {log_level} |' + + indent = ' ' * (len(log_prefix) + 1) # +1 for the space after prefix + + lines = [f'{log_prefix} {message_lines[0]}'] + if len(message_lines) > 1: + lines.extend([f'{indent}{line}' for line in message_lines[1:]]) return '\n'.join(lines) -class ColoredMultilineFormater(MultilineFormater): - # ANSI escape codes for colors - COLORS = { - 'DEBUG': '\033[32m', # Green - 'INFO': '\033[34m', # Blue - 'WARNING': '\033[33m', # Yellow - 'ERROR': '\033[31m', # Red - 'CRITICAL': '\033[1m\033[31m', # Bold Red - } +class ColoredMultilineFormatter(MultilineFormatter): + """Formatter that adds ANSI colors to multi-line log messages. + + Args: + fmt: Log message format string. + datefmt: Date/time format string. + colors: Dictionary of ANSI color codes for each log level. + show_logger_name: Show logger name in log messages. + """ + RESET = '\033[0m' + def __init__( + self, + fmt: str | None = None, + datefmt: str | None = None, + colors: dict[str, str] | None = None, + show_logger_name: bool = False, + ): + super().__init__(fmt=fmt, datefmt=datefmt, show_logger_name=show_logger_name) + self.COLORS = ( + colors + if colors is not None + else { + 'DEBUG': '\033[90m', + 'INFO': '\033[0m', + 'WARNING': '\033[33m', + 'ERROR': '\033[31m', + 'CRITICAL': '\033[1m\033[31m', + } + ) + def format(self, record): lines = super().format(record).splitlines() log_color = self.COLORS.get(record.levelname, self.RESET) + formatted_lines = [f'{log_color}{line}{self.RESET}' for line in lines] + return '\n'.join(formatted_lines) - # Create a formatted message for each line separately - formatted_lines = [] - for line in lines: - formatted_lines.append(f'{log_color}{line}{self.RESET}') - return '\n'.join(formatted_lines) +def _create_console_handler( + use_rich: bool = False, + stream: Literal['stdout', 'stderr'] = 'stdout', + console_width: int = 120, + show_path: bool = False, + show_logger_name: bool = False, + date_format: str = '%Y-%m-%d %H:%M:%S', + format: str = '%(message)s', + colors: dict[str, str] | None = None, +) -> logging.Handler: + """Create a console logging handler. + + Args: + use_rich: If True, use RichHandler with color support. + stream: Output stream + console_width: Width of the console for Rich handler. + show_path: Show file paths in log messages (Rich only). + show_logger_name: Show logger name in log messages. + date_format: Date/time format string. + format: Log message format string. + colors: Dictionary of ANSI color codes for each log level. + Returns: + Configured logging handler (RichHandler or StreamHandler). + """ + # Determine the stream object + stream_obj = sys.stdout if stream == 'stdout' else sys.stderr + + if use_rich: + # Convert ANSI codes to Rich theme + if colors: + theme_dict = {} + for level, ansi_code in colors.items(): + # Rich can parse ANSI codes directly! + try: + style = Style.from_ansi(ansi_code) + theme_dict[f'logging.level.{level.lower()}'] = style + except Exception: + # Fallback to default if parsing fails + pass + + theme = Theme(theme_dict) if theme_dict else None + else: + theme = None -def _get_logging_handler(log_file: str | None = None, use_rich_handler: bool = False) -> logging.Handler: - """Returns a logging handler for the given log file.""" - if use_rich_handler and log_file is None: - # RichHandler for console output - console = Console(width=120) - rich_handler = RichHandler( + console = Console(width=console_width, theme=theme, file=stream_obj) + handler = RichHandler( console=console, rich_tracebacks=True, omit_repeated_times=True, - show_path=False, - log_time_format='%Y-%m-%d %H:%M:%S', - ) - rich_handler.setFormatter(logging.Formatter('%(message)s')) # Simplified formatting - - return rich_handler - elif log_file is None: - # Regular Logger with custom formating enabled - file_handler = logging.StreamHandler() - file_handler.setFormatter( - ColoredMultilineFormater( - fmt='%(message)s', - datefmt='%Y-%m-%d %H:%M:%S', - ) + show_path=show_path, + log_time_format=date_format, ) - return file_handler + handler.setFormatter(logging.Formatter(format)) else: - # FileHandler for file output - file_handler = logging.FileHandler(log_file) - file_handler.setFormatter( - MultilineFormater( - fmt='%(message)s', - datefmt='%Y-%m-%d %H:%M:%S', + handler = logging.StreamHandler(stream=stream_obj) + handler.setFormatter( + ColoredMultilineFormatter( + fmt=format, + datefmt=date_format, + colors=colors, + show_logger_name=show_logger_name, ) ) - return file_handler + return handler -def setup_logging( + +def _create_file_handler( + log_file: str, + max_file_size: int = 10_485_760, + backup_count: int = 5, + show_logger_name: bool = False, + date_format: str = '%Y-%m-%d %H:%M:%S', + format: str = '%(message)s', +) -> RotatingFileHandler: + """Create a rotating file handler to prevent huge log files. + + Args: + log_file: Path to the log file. + max_file_size: Maximum size in bytes before rotation. + backup_count: Number of backup files to keep. + show_logger_name: Show logger name in log messages. + date_format: Date/time format string. + format: Log message format string. + + Returns: + Configured RotatingFileHandler (without colors). + """ + + # Ensure parent directory exists + log_path = Path(log_file) + try: + log_path.parent.mkdir(parents=True, exist_ok=True) + except PermissionError as e: + raise PermissionError(f"Cannot create log directory '{log_path.parent}': Permission denied") from e + + try: + handler = RotatingFileHandler( + log_file, + maxBytes=max_file_size, + backupCount=backup_count, + encoding='utf-8', + ) + except PermissionError as e: + raise PermissionError( + f"Cannot write to log file '{log_file}': Permission denied. " + f'Choose a different location or check file permissions.' + ) from e + + handler.setFormatter( + MultilineFormatter( + fmt=format, + datefmt=date_format, + show_logger_name=show_logger_name, + ) + ) + return handler + + +def _setup_logging( default_level: Literal['DEBUG', 'INFO', 'WARNING', 'ERROR', 'CRITICAL'] = 'INFO', - log_file: str | None = 'flixopt.log', + log_file: str | None = None, use_rich_handler: bool = False, -): - """Setup logging configuration""" - logger = logging.getLogger('flixopt') # Use a specific logger name for your package - logger.setLevel(get_logging_level_by_name(default_level)) - # Clear existing handlers - if logger.hasHandlers(): - logger.handlers.clear() - - logger.addHandler(_get_logging_handler(use_rich_handler=use_rich_handler)) - if log_file is not None: - logger.addHandler(_get_logging_handler(log_file, use_rich_handler=False)) + console: bool | Literal['stdout', 'stderr'] = False, + max_file_size: int = 10_485_760, + backup_count: int = 5, + date_format: str = '%Y-%m-%d %H:%M:%S', + format: str = '%(message)s', + console_width: int = 120, + show_path: bool = False, + show_logger_name: bool = False, + colors: dict[str, str] | None = None, +) -> None: + """Internal function to setup logging - use CONFIG.apply() instead. + + Configures the flixopt logger with console and/or file handlers. + If no handlers are configured, adds NullHandler (library best practice). - return logger + Args: + default_level: Logging level for the logger. + log_file: Path to log file (None to disable file logging). + use_rich_handler: Use Rich for enhanced console output. + console: Enable console logging. + max_file_size: Maximum log file size before rotation. + backup_count: Number of backup log files to keep. + date_format: Date/time format for log messages. + format: Log message format string. + console_width: Console width for Rich handler. + show_path: Show file paths in log messages (Rich only). + show_logger_name: Show logger name in log messages. + colors: ANSI color codes for each log level. + """ + logger = logging.getLogger('flixopt') + logger.setLevel(getattr(logging, default_level.upper())) + logger.propagate = False # Prevent duplicate logs + logger.handlers.clear() + + # Handle console parameter: False = disabled, True = stdout, 'stdout' = stdout, 'stderr' = stderr + if console: + # Convert True to 'stdout', keep 'stdout'/'stderr' as-is + stream = 'stdout' if console is True else console + logger.addHandler( + _create_console_handler( + use_rich=use_rich_handler, + stream=stream, + console_width=console_width, + show_path=show_path, + show_logger_name=show_logger_name, + date_format=date_format, + format=format, + colors=colors, + ) + ) + if log_file: + logger.addHandler( + _create_file_handler( + log_file=log_file, + max_file_size=max_file_size, + backup_count=backup_count, + show_logger_name=show_logger_name, + date_format=date_format, + format=format, + ) + ) -def get_logging_level_by_name(level_name: Literal['DEBUG', 'INFO', 'WARNING', 'ERROR', 'CRITICAL']) -> int: - possible_logging_levels = ['DEBUG', 'INFO', 'WARNING', 'ERROR', 'CRITICAL'] - if level_name.upper() not in possible_logging_levels: - raise ValueError(f'Invalid logging level {level_name}') - else: - logging_level = getattr(logging, level_name.upper(), logging.WARNING) - return logging_level + # Library best practice: NullHandler if no handlers configured + if not logger.handlers: + logger.addHandler(logging.NullHandler()) def change_logging_level(level_name: Literal['DEBUG', 'INFO', 'WARNING', 'ERROR', 'CRITICAL']): + """Change the logging level for the flixopt logger and all its handlers. + + .. deprecated:: 2.1.11 + Use ``CONFIG.Logging.level = level_name`` and ``CONFIG.apply()`` instead. + This function will be removed in version 3.0.0. + + Args: + level_name: The logging level to set. + + Examples: + >>> change_logging_level('DEBUG') # deprecated + >>> # Use this instead: + >>> CONFIG.Logging.level = 'DEBUG' + >>> CONFIG.apply() + """ + warnings.warn( + 'change_logging_level is deprecated and will be removed in version 3.0.0. ' + 'Use CONFIG.Logging.level = level_name and CONFIG.apply() instead.', + DeprecationWarning, + stacklevel=2, + ) logger = logging.getLogger('flixopt') - logging_level = get_logging_level_by_name(level_name) + logging_level = getattr(logging, level_name.upper()) logger.setLevel(logging_level) for handler in logger.handlers: handler.setLevel(logging_level) + + +# Initialize default config +CONFIG.apply() diff --git a/flixopt/config.yaml b/flixopt/config.yaml deleted file mode 100644 index e5336eeef..000000000 --- a/flixopt/config.yaml +++ /dev/null @@ -1,10 +0,0 @@ -# Default configuration of flixopt -config_name: flixopt # Name of the config file. This has no effect on the configuration itself. -logging: - level: INFO - file: flixopt.log - rich: false # logging output is formatted using rich. This is only advisable when using a proper terminal -modeling: - BIG: 10000000 # 1e notation not possible in yaml - EPSILON: 0.00001 - BIG_BINARY_BOUND: 100000 diff --git a/flixopt/core.py b/flixopt/core.py index 08171c4cb..917ee2984 100644 --- a/flixopt/core.py +++ b/flixopt/core.py @@ -5,7 +5,8 @@ import logging import warnings -from typing import Literal, Union +from itertools import permutations +from typing import Any, Literal, Union import numpy as np import pandas as pd @@ -16,13 +17,13 @@ Scalar = int | float """A single number, either integer or float.""" -NonTemporalDataUser = int | float | np.integer | np.floating | np.ndarray | pd.Series | pd.DataFrame | xr.DataArray +PeriodicDataUser = int | float | np.integer | np.floating | np.ndarray | pd.Series | pd.DataFrame | xr.DataArray """User data which has no time dimension. Internally converted to a Scalar or an xr.DataArray without a time dimension.""" -NonTemporalData = xr.DataArray -"""Internally used datatypes for non-temporal data. Can be a Scalar or an xr.DataArray.""" +PeriodicData = xr.DataArray +"""Internally used datatypes for periodic data.""" -FlowSystemDimensions = Literal['time', 'year', 'scenario'] +FlowSystemDimensions = Literal['time', 'period', 'scenario'] """Possible dimensions of a FlowSystem.""" @@ -45,12 +46,12 @@ class TimeSeriesData(xr.DataArray): def __init__( self, - *args, + *args: Any, aggregation_group: str | None = None, aggregation_weight: float | None = None, agg_group: str | None = None, agg_weight: float | None = None, - **kwargs, + **kwargs: Any, ): """ Args: @@ -141,12 +142,12 @@ def __repr__(self): @property def agg_group(self): warnings.warn('agg_group is deprecated, use aggregation_group instead', DeprecationWarning, stacklevel=2) - return self._aggregation_group + return self.aggregation_group @property def agg_weight(self): warnings.warn('agg_weight is deprecated, use aggregation_weight instead', DeprecationWarning, stacklevel=2) - return self._aggregation_weight + return self.aggregation_weight TemporalDataUser = ( @@ -160,271 +161,422 @@ def agg_weight(self): class DataConverter: """ - Converts data into xarray.DataArray with specified coordinates. - - Supports: - - Scalars (broadcast to all dimensions) - - 1D data (np.ndarray, pd.Series, single-column DataFrame) - - Multi-dimensional arrays - - xr.DataArray (validated and potentially broadcast) - - Simple 1D data is matched to one dimension and broadcast to others. - DataArrays can have any number of dimensions. + Converts various data types into xarray.DataArray with specified target coordinates. + + This converter handles intelligent dimension matching and broadcasting to ensure + the output DataArray always conforms to the specified coordinate structure. + + Supported input types: + - Scalars: int, float, np.number (broadcast to all target dimensions) + - 1D data: np.ndarray, pd.Series, single-column DataFrame (matched by length/index) + - Multi-dimensional arrays: np.ndarray, DataFrame (matched by shape) + - xr.DataArray: validated and potentially broadcast to target dimensions + + The converter uses smart matching strategies: + - Series: matched by exact index comparison + - 1D arrays: matched by length to target coordinates + - Multi-dimensional arrays: matched by shape permutation analysis + - DataArrays: validated for compatibility and broadcast as needed """ @staticmethod - def _match_series_to_dimension( - data: pd.Series, coords: dict[str, pd.Index], target_dims: tuple[str, ...] + def _match_series_by_index_alignment( + data: pd.Series, target_coords: dict[str, pd.Index], target_dims: tuple[str, ...] ) -> xr.DataArray: """ - Match pandas Series to a dimension by comparing its index to coordinates. + Match pandas Series to target dimension by exact index comparison. + + Attempts to find a target dimension whose coordinates exactly match + the Series index values, ensuring proper alignment. Args: - data: pandas Series - coords: Available coordinates - target_dims: Target dimension names + data: pandas Series to convert + target_coords: Available target coordinates {dim_name: coordinate_index} + target_dims: Target dimension names to consider for matching Returns: - DataArray with the Series matched to appropriate dimension by index + DataArray with Series matched to the appropriate dimension Raises: - ConversionError: If Series index doesn't match any target dimension coordinates + ConversionError: If Series cannot be matched to any target dimension, + or if no target dimensions provided for multi-element Series """ + # Handle edge case: no target dimensions if len(target_dims) == 0: if len(data) != 1: raise ConversionError( - f'Cannot convert multi-element Series without target dimensions. Got \n{data}\n and \n{coords}' + f'Cannot convert multi-element Series without target dimensions. ' + f'Series has {len(data)} elements but no target dimensions specified.' ) return xr.DataArray(data.iloc[0]) - # Try to match Series index to coordinates + # Attempt exact index matching with each target dimension for dim_name in target_dims: - if data.index.equals(coords[dim_name]): - return xr.DataArray(data.values.copy(), coords={dim_name: coords[dim_name]}, dims=dim_name) - - # If no index matches, raise error - raise ConversionError(f'Series index does not match any target dimension coordinates: {target_dims}') + target_index = target_coords[dim_name] + if data.index.equals(target_index): + return xr.DataArray(data.values.copy(), coords={dim_name: target_index}, dims=dim_name) + + # No exact matches found + available_lengths = {dim: len(target_coords[dim]) for dim in target_dims} + raise ConversionError( + f'Series index does not match any target dimension coordinates. ' + f'Series length: {len(data)}, available coordinate lengths: {available_lengths}' + ) @staticmethod - def _match_array_to_dimension( - data: np.ndarray, coords: dict[str, pd.Index], target_dims: tuple[str, ...] + def _match_1d_array_by_length( + data: np.ndarray, target_coords: dict[str, pd.Index], target_dims: tuple[str, ...] ) -> xr.DataArray: """ - Match 1D numpy array to a dimension by comparing its length to coordinate lengths. + Match 1D numpy array to target dimension by length comparison. + + Finds target dimensions whose coordinate length matches the array length. + Requires unique length match to avoid ambiguity. Args: - data: 1D numpy array - coords: Available coordinates - target_dims: Target dimension names + data: 1D numpy array to convert + target_coords: Available target coordinates {dim_name: coordinate_index} + target_dims: Target dimension names to consider for matching Returns: - DataArray with the array matched to appropriate dimension by length + DataArray with array matched to the uniquely identified dimension Raises: - ConversionError: If array length doesn't uniquely match a target dimension + ConversionError: If array length matches zero or multiple target dimensions, + or if no target dimensions provided for multi-element array """ + # Handle edge case: no target dimensions if len(target_dims) == 0: if len(data) != 1: - raise ConversionError('Cannot convert multi-element array without target dimensions') + raise ConversionError( + f'Cannot convert multi-element array without target dimensions. Array has {len(data)} elements.' + ) return xr.DataArray(data[0]) - # Find dimensions with matching lengths + # Find all dimensions with matching lengths + array_length = len(data) matching_dims = [] + coordinate_lengths = {} + for dim_name in target_dims: - if len(data) == len(coords[dim_name]): + coord_length = len(target_coords[dim_name]) + coordinate_lengths[dim_name] = coord_length + if array_length == coord_length: matching_dims.append(dim_name) + # Validate matching results if len(matching_dims) == 0: - dim_info = {dim: len(coords[dim]) for dim in target_dims} - raise ConversionError(f'Array length {len(data)} matches none of the target dimensions: {dim_info}') + raise ConversionError( + f'Array length {array_length} does not match any target dimension lengths: {coordinate_lengths}' + ) elif len(matching_dims) > 1: raise ConversionError( - f'Array length {len(data)} matches multiple dimensions: {matching_dims}. Cannot determine which ' - f'dimension to use. To avoid this error, convert the array to a DataArray with the correct dimensions ' - f'yourself.' + f'Array length {array_length} matches multiple dimensions: {matching_dims}. ' + f'Cannot uniquely determine target dimension. Consider using explicit ' + f'dimension specification or converting to DataArray manually.' ) - # Match to the single matching dimension - match_dim = matching_dims[0] - return xr.DataArray(data.copy(), coords={match_dim: coords[match_dim]}, dims=match_dim) + # Create DataArray with the uniquely matched dimension + matched_dim = matching_dims[0] + return xr.DataArray(data.copy(), coords={matched_dim: target_coords[matched_dim]}, dims=matched_dim) @staticmethod - def _match_multidim_array_to_dimensions( - data: np.ndarray, coords: dict[str, pd.Index], target_dims: tuple[str, ...] + def _match_multidim_array_by_shape_permutation( + data: np.ndarray, target_coords: dict[str, pd.Index], target_dims: tuple[str, ...] ) -> xr.DataArray: """ - Match multi-dimensional numpy array to dimensions by finding the correct shape permutation. + Match multi-dimensional array to target dimensions using shape permutation analysis. + + Analyzes all possible mappings between array shape and target coordinate lengths + to find the unique valid dimension assignment. Args: - data: Multi-dimensional numpy array - coords: Available coordinates - target_dims: Target dimension names + data: Multi-dimensional numpy array to convert + target_coords: Available target coordinates {dim_name: coordinate_index} + target_dims: Target dimension names to consider for matching Returns: - DataArray with dimensions matched by shape + DataArray with array dimensions mapped to target dimensions by shape Raises: - ConversionError: If array dimensions cannot be uniquely matched to coordinates + ConversionError: If array shape cannot be uniquely mapped to target dimensions, + or if no target dimensions provided for multi-element array """ + # Handle edge case: no target dimensions if len(target_dims) == 0: if data.size != 1: - raise ConversionError('Cannot convert multi-element array without target dimensions') + raise ConversionError( + f'Cannot convert multi-element array without target dimensions. ' + f'Array has {data.size} elements with shape {data.shape}.' + ) return xr.DataArray(data.item()) - from itertools import permutations - array_shape = data.shape - coord_lengths = {dim: len(coords[dim]) for dim in target_dims} + coordinate_lengths = {dim: len(target_coords[dim]) for dim in target_dims} - # Find all possible dimension mappings - possible_mappings = [] - for dim_subset in permutations(target_dims, data.ndim): - if all(array_shape[i] == coord_lengths[dim_subset[i]] for i in range(len(dim_subset))): - possible_mappings.append(dim_subset) + # Find all valid dimension permutations that match the array shape + valid_mappings = [] + for dim_permutation in permutations(target_dims, data.ndim): + shape_matches = all( + array_shape[i] == coordinate_lengths[dim_permutation[i]] for i in range(len(dim_permutation)) + ) + if shape_matches: + valid_mappings.append(dim_permutation) - if len(possible_mappings) == 0: - shape_info = f'Array shape: {array_shape}, Coordinate lengths: {coord_lengths}' - raise ConversionError(f'Array dimensions do not match any coordinate lengths. {shape_info}') + # Validate mapping results + if len(valid_mappings) == 0: + raise ConversionError( + f'Array shape {array_shape} cannot be mapped to any combination of target ' + f'coordinate lengths: {coordinate_lengths}. Consider reshaping the array ' + f'or adjusting target coordinates.' + ) - if len(possible_mappings) > 1: + if len(valid_mappings) > 1: raise ConversionError( - f'Array shape {array_shape} matches multiple dimension orders: {possible_mappings}. ' - 'Cannot uniquely determine dimension mapping.' + f'Array shape {array_shape} matches multiple dimension combinations: ' + f'{valid_mappings}. Cannot uniquely determine dimension mapping. ' + f'Consider using explicit dimension specification.' ) - matched_dims = possible_mappings[0] - matched_coords = {dim: coords[dim] for dim in matched_dims} + # Create DataArray with the uniquely determined mapping + matched_dims = valid_mappings[0] + matched_coords = {dim: target_coords[dim] for dim in matched_dims} return xr.DataArray(data.copy(), coords=matched_coords, dims=matched_dims) @staticmethod - def _broadcast_to_target( - data: xr.DataArray, coords: dict[str, pd.Index], target_dims: tuple[str, ...] + def _broadcast_dataarray_to_target_specification( + source_data: xr.DataArray, target_coords: dict[str, pd.Index], target_dims: tuple[str, ...] ) -> xr.DataArray: """ - Broadcast DataArray to target dimensions with validation. + Broadcast DataArray to conform to target coordinate and dimension specification. + + Performs comprehensive validation and broadcasting to ensure the result exactly + matches the target specification. Handles scalar expansion, dimension validation, + coordinate compatibility checking, and broadcasting to additional dimensions. + + Args: + source_data: Source DataArray to broadcast + target_coords: Target coordinates {dim_name: coordinate_index} + target_dims: Target dimension names in desired order - Handles all cases: scalar expansion, dimension validation, coordinate matching, - and broadcasting to additional dimensions using xarray's capabilities. + Returns: + DataArray broadcast to target specification with proper dimension ordering + + Raises: + ConversionError: If broadcasting is impossible due to incompatible dimensions + or coordinate mismatches """ - # Cannot reduce dimensions of data - if len(data.dims) > len(target_dims): - raise ConversionError(f'Cannot reduce DataArray from {len(data.dims)} to {len(target_dims)} dimensions') + # Validate: cannot reduce dimensions + if len(source_data.dims) > len(target_dims): + raise ConversionError( + f'Cannot reduce DataArray dimensionality from {len(source_data.dims)} ' + f'to {len(target_dims)} dimensions. Source dims: {source_data.dims}, ' + f'target dims: {target_dims}' + ) + + # Validate: all source dimensions must exist in target + missing_dims = set(source_data.dims) - set(target_dims) + if missing_dims: + raise ConversionError( + f'Source DataArray has dimensions {missing_dims} not present in target dimensions {target_dims}' + ) - # Validate coordinate compatibility - for dim in data.dims: - if dim not in target_dims: - raise ConversionError(f'Source dimension "{dim}" not found in target dimensions {target_dims}') + # Validate: coordinate compatibility for overlapping dimensions + for dim in source_data.dims: + if dim in source_data.coords and dim in target_coords: + source_coords = source_data.coords[dim] + target_coords_for_dim = target_coords[dim] - if not np.array_equal(data.coords[dim].values, coords[dim].values): - raise ConversionError(f'DataArray {dim} coordinates do not match target coordinates') + if not np.array_equal(source_coords.values, target_coords_for_dim.values): + raise ConversionError( + f'Coordinate mismatch for dimension "{dim}". ' + f'Source and target coordinates have different values.' + ) - # Use xarray's broadcast_like for efficient expansion and broadcasting - target_template = xr.DataArray( - np.empty([len(coords[dim]) for dim in target_dims]), coords=coords, dims=target_dims - ) - return data.broadcast_like(target_template).transpose(*target_dims) + # Create target template for broadcasting + target_shape = [len(target_coords[dim]) for dim in target_dims] + target_template = xr.DataArray(np.empty(target_shape), coords=target_coords, dims=target_dims) + + # Perform broadcasting and ensure proper dimension ordering + broadcasted = source_data.broadcast_like(target_template) + return broadcasted.transpose(*target_dims) @classmethod def to_dataarray( cls, - data: float | int | np.ndarray | pd.Series | pd.DataFrame | xr.DataArray, + data: int + | float + | bool + | np.integer + | np.floating + | np.bool_ + | np.ndarray + | pd.Series + | pd.DataFrame + | xr.DataArray, coords: dict[str, pd.Index] | None = None, ) -> xr.DataArray: """ - Convert various data types to xarray.DataArray with specified coordinates. + Convert various data types to xarray.DataArray with specified target coordinates. + + This is the main conversion method that intelligently handles different input types + and ensures the result conforms to the specified coordinate structure through + smart dimension matching and broadcasting. Args: - data: Data to convert (scalar, array, Series, DataFrame, or DataArray) - coords: Dictionary mapping dimension names to coordinate indices + data: Input data to convert. Supported types: + - Scalars: int, float, bool, np.integer, np.floating, np.bool_ + - Arrays: np.ndarray (1D and multi-dimensional) + - Pandas: pd.Series, pd.DataFrame + - xarray: xr.DataArray + coords: Target coordinate specification as {dimension_name: coordinate_index}. + All coordinate indices must be pandas.Index objects. Returns: - DataArray with the converted data broadcast to target dimensions + DataArray conforming to the target coordinate specification, + with input data appropriately matched and broadcast Raises: - ConversionError: If data cannot be converted or dimensions are ambiguous + ConversionError: If data type is unsupported, conversion fails, + or broadcasting to target coordinates is impossible + + Examples: + # Scalar broadcasting + >>> coords = {'x': pd.Index([1, 2, 3]), 'y': pd.Index(['a', 'b'])} + >>> converter.to_dataarray(42, coords) + # Returns: DataArray with shape (3, 2), all values = 42 + + # Series index matching + >>> series = pd.Series([10, 20, 30], index=[1, 2, 3]) + >>> converter.to_dataarray(series, coords) + # Returns: DataArray matched to 'x' dimension, broadcast to 'y' + + # Array shape matching + >>> array = np.array([[1, 2], [3, 4], [5, 6]]) # Shape (3, 2) + >>> converter.to_dataarray(array, coords) + # Returns: DataArray with dimensions ('x', 'y') based on shape """ + # Prepare and validate target specification if coords is None: coords = {} - validated_coords, target_dims = cls._prepare_coordinates(coords) + validated_coords, target_dims = cls._validate_and_prepare_target_coordinates(coords) - # Step 1: Convert input data to initial DataArray - if isinstance(data, (int, float, np.integer, np.floating)): - # Scalar values + # Convert input data to intermediate DataArray based on type + if isinstance(data, (int, float, bool, np.integer, np.floating, np.bool_)): + # Scalar values - create scalar DataArray intermediate = xr.DataArray(data.item() if hasattr(data, 'item') else data) elif isinstance(data, np.ndarray): - if data.ndim == 1: - intermediate = cls._match_array_to_dimension(data, validated_coords, target_dims) + # NumPy arrays - dispatch based on dimensionality + if data.ndim == 0: + # 0-dimensional array (scalar) + intermediate = xr.DataArray(data.item()) + elif data.ndim == 1: + # 1-dimensional array + intermediate = cls._match_1d_array_by_length(data, validated_coords, target_dims) else: - intermediate = cls._match_multidim_array_to_dimensions(data, validated_coords, target_dims) + # Multi-dimensional array + intermediate = cls._match_multidim_array_by_shape_permutation(data, validated_coords, target_dims) elif isinstance(data, pd.Series): + # Pandas Series - validate and match by index if isinstance(data.index, pd.MultiIndex): - raise ConversionError( - 'Series index must be a single level Index. Multi-index Series are not supported.' - ) - intermediate = cls._match_series_to_dimension(data, validated_coords, target_dims) + raise ConversionError('MultiIndex Series are not supported. Please use a single-level index.') + intermediate = cls._match_series_by_index_alignment(data, validated_coords, target_dims) elif isinstance(data, pd.DataFrame): + # Pandas DataFrame - validate and convert if isinstance(data.index, pd.MultiIndex): - raise ConversionError( - 'DataFrame index must be a single level Index. Multi-index DataFrames are not supported.' - ) + raise ConversionError('MultiIndex DataFrames are not supported. Please use a single-level index.') if len(data.columns) == 0 or data.empty: - raise ConversionError('DataFrame must have at least one column.') + raise ConversionError('DataFrame must have at least one column and cannot be empty.') if len(data.columns) == 1: # Single-column DataFrame - treat as Series - intermediate = cls._match_series_to_dimension(data.iloc[:, 0], validated_coords, target_dims) + series_data = data.iloc[:, 0] + intermediate = cls._match_series_by_index_alignment(series_data, validated_coords, target_dims) else: # Multi-column DataFrame - treat as multi-dimensional array - intermediate = cls._match_multidim_array_to_dimensions(data.to_numpy(), validated_coords, target_dims) + intermediate = cls._match_multidim_array_by_shape_permutation( + data.to_numpy(), validated_coords, target_dims + ) elif isinstance(data, xr.DataArray): + # Existing DataArray - use as-is intermediate = data.copy() else: - raise ConversionError(f'Unsupported data type: {type(data).__name__}.') + # Unsupported data type + supported_types = [ + 'int', + 'float', + 'bool', + 'np.integer', + 'np.floating', + 'np.bool_', + 'np.ndarray', + 'pd.Series', + 'pd.DataFrame', + 'xr.DataArray', + ] + raise ConversionError( + f'Unsupported data type: {type(data).__name__}. Supported types: {", ".join(supported_types)}' + ) - # Step 2: Broadcast to target dimensions - return cls._broadcast_to_target(intermediate, validated_coords, target_dims) + # Broadcast intermediate result to target specification + return cls._broadcast_dataarray_to_target_specification(intermediate, validated_coords, target_dims) @staticmethod - def _prepare_coordinates(coords: dict[str, pd.Index]) -> tuple[dict[str, pd.Index], tuple[str, ...]]: + def _validate_and_prepare_target_coordinates( + coords: dict[str, pd.Index], + ) -> tuple[dict[str, pd.Index], tuple[str, ...]]: """ - Validate coordinates and prepare them for DataArray creation. + Validate and prepare target coordinate specification for DataArray creation. + + Performs comprehensive validation of coordinate inputs and prepares them + for use in DataArray construction with appropriate naming and type checking. Args: - coords: Dictionary mapping dimension names to coordinate indices + coords: Raw coordinate specification {dimension_name: coordinate_index} Returns: - Tuple of (validated coordinates dict, dimensions tuple) + Tuple of (validated_coordinates_dict, dimension_names_tuple) Raises: - ConversionError: If coordinates are invalid + ConversionError: If any coordinates are invalid, improperly typed, + or have inconsistent naming """ validated_coords = {} - dims = [] + dimension_names = [] for dim_name, coord_index in coords.items(): - # Basic validation - if not isinstance(coord_index, pd.Index) or len(coord_index) == 0: - raise ConversionError(f'{dim_name} coordinates must be a non-empty pandas Index') + # Type validation + if not isinstance(coord_index, pd.Index): + raise ConversionError( + f'Coordinate for dimension "{dim_name}" must be a pandas.Index, got {type(coord_index).__name__}' + ) - # Ensure coordinate index has the correct name + # Non-empty validation + if len(coord_index) == 0: + raise ConversionError(f'Coordinate for dimension "{dim_name}" cannot be empty') + + # Ensure coordinate index has consistent naming if coord_index.name != dim_name: coord_index = coord_index.rename(dim_name) - # Special validation for time dimension + # Special validation for time dimensions (common pattern) if dim_name == 'time' and not isinstance(coord_index, pd.DatetimeIndex): - raise ConversionError('time coordinates must be a DatetimeIndex') + raise ConversionError( + f'Dimension named "time" should use DatetimeIndex for proper ' + f'time-series functionality, got {type(coord_index).__name__}' + ) validated_coords[dim_name] = coord_index - dims.append(dim_name) + dimension_names.append(dim_name) - return validated_coords, tuple(dims) + return validated_coords, tuple(dimension_names) def get_dataarray_stats(arr: xr.DataArray) -> dict: @@ -454,17 +606,40 @@ def get_dataarray_stats(arr: xr.DataArray) -> dict: return stats -def drop_constant_arrays(ds: xr.Dataset, dim='time', drop_arrays_without_dim: bool = True): - """Drop variables with very low variance (near-constant).""" +def drop_constant_arrays(ds: xr.Dataset, dim: str = 'time', drop_arrays_without_dim: bool = True) -> xr.Dataset: + """Drop variables with constant values along a dimension. + + Args: + ds: Input dataset to filter. + dim: Dimension along which to check for constant values. + drop_arrays_without_dim: If True, also drop variables that don't have the specified dimension. + + Returns: + Dataset with constant variables removed. + """ drop_vars = [] for name, da in ds.data_vars.items(): - if dim in da.dims: - if da.max(dim) == da.min(dim): + # Skip variables without the dimension + if dim not in da.dims: + if drop_arrays_without_dim: drop_vars.append(name) continue - elif drop_arrays_without_dim: + + # Check if variable is constant along the dimension + if (da.max(dim, skipna=True) == da.min(dim, skipna=True)).all().item(): drop_vars.append(name) - logger.debug(f'Dropping {len(drop_vars)} arrays with constant values') + if drop_vars: + drop_vars = sorted(drop_vars) + logger.debug( + f'Dropping {len(drop_vars)} constant/dimension-less arrays: {drop_vars[:5]}{"..." if len(drop_vars) > 5 else ""}' + ) + return ds.drop_vars(drop_vars) + + +# Backward compatibility aliases +# TODO: Needed? +NonTemporalDataUser = PeriodicDataUser +NonTemporalData = PeriodicData diff --git a/flixopt/effects.py b/flixopt/effects.py index a0f67b873..8d8efbf4c 100644 --- a/flixopt/effects.py +++ b/flixopt/effects.py @@ -9,16 +9,17 @@ import logging import warnings -from collections.abc import Iterator +from collections import deque from typing import TYPE_CHECKING, Literal import linopy import numpy as np import xarray as xr -from .core import Scalar, TemporalData, TemporalDataUser +from . import io as fx_io +from .core import PeriodicDataUser, Scalar, TemporalData, TemporalDataUser from .features import ShareAllocationModel -from .structure import Element, ElementModel, FlowSystemModel, Submodel, register_class_for_io +from .structure import Element, ElementContainer, ElementModel, FlowSystemModel, Submodel, register_class_for_io if TYPE_CHECKING: from collections.abc import Iterator @@ -50,36 +51,48 @@ class Effect(Element): without effect dictionaries. Used for simplified effect specification (and less boilerplate code). is_objective: If True, this effect serves as the optimization objective function. Only one effect can be marked as objective per optimization. - specific_share_to_other_effects_operation: Operational cross-effect contributions. - Maps this effect's operational values to contributions to other effects - specific_share_to_other_effects_invest: Investment cross-effect contributions. - Maps this effect's investment values to contributions to other effects. - minimum_operation: Minimum allowed total operational contribution across all timesteps. - maximum_operation: Maximum allowed total operational contribution across all timesteps. - minimum_operation_per_hour: Minimum allowed operational contribution per timestep. - maximum_operation_per_hour: Maximum allowed operational contribution per timestep. - minimum_invest: Minimum allowed total investment contribution. - maximum_invest: Maximum allowed total investment contribution. - minimum_total: Minimum allowed total effect (operation + investment combined). - maximum_total: Maximum allowed total effect (operation + investment combined). + share_from_temporal: Temporal cross-effect contributions. + Maps temporal contributions from other effects to this effect + share_from_periodic: Periodic cross-effect contributions. + Maps periodic contributions from other effects to this effect. + minimum_temporal: Minimum allowed total contribution across all timesteps. + maximum_temporal: Maximum allowed total contribution across all timesteps. + minimum_per_hour: Minimum allowed contribution per hour. + maximum_per_hour: Maximum allowed contribution per hour. + minimum_periodic: Minimum allowed total periodic contribution. + maximum_periodic: Maximum allowed total periodic contribution. + minimum_total: Minimum allowed total effect (temporal + periodic combined). + maximum_total: Maximum allowed total effect (temporal + periodic combined). meta_data: Used to store additional information. Not used internally but saved in results. Only use Python native types. + **Deprecated Parameters** (for backwards compatibility): + minimum_operation: Use `minimum_temporal` instead. + maximum_operation: Use `maximum_temporal` instead. + minimum_invest: Use `minimum_periodic` instead. + maximum_invest: Use `maximum_periodic` instead. + minimum_operation_per_hour: Use `minimum_per_hour` instead. + maximum_operation_per_hour: Use `maximum_per_hour` instead. + Examples: Basic cost objective: ```python - cost_effect = Effect(label='system_costs', unit='€', description='Total system costs', is_objective=True) + cost_effect = Effect( + label='system_costs', + unit='€', + description='Total system costs', + is_objective=True, + ) ``` - CO2 emissions with carbon pricing: + CO2 emissions: ```python co2_effect = Effect( - label='co2_emissions', + label='CO2', unit='kg_CO2', description='Carbon dioxide emissions', - specific_share_to_other_effects_operation={'costs': 50}, # €50/t_CO2 maximum_total=1_000_000, # 1000 t CO2 annual limit ) ``` @@ -102,7 +115,21 @@ class Effect(Element): label='primary_energy', unit='kWh_primary', description='Primary energy consumption', - specific_share_to_other_effects_operation={'costs': 0.08}, # €0.08/kWh + ) + ``` + + Cost objective with carbon and primary energy pricing: + + ```python + cost_effect = Effect( + label='system_costs', + unit='€', + description='Total system costs', + is_objective=True, + share_from_temporal={ + 'primary_energy': 0.08, # 0.08 €/kWh_primary + 'CO2': 0.2, # Carbon pricing: 0.2 €/kg_CO2 into costs if used on a cost effect + }, ) ``` @@ -113,8 +140,8 @@ class Effect(Element): label='water_consumption', unit='m³', description='Industrial water usage', - minimum_operation_per_hour=10, # Minimum 10 m³/h for process stability - maximum_operation_per_hour=500, # Maximum 500 m³/h capacity limit + minimum_per_hour=10, # Minimum 10 m³/h for process stability + maximum_per_hour=500, # Maximum 500 m³/h capacity limit maximum_total=100_000, # Annual permit limit: 100,000 m³ ) ``` @@ -129,11 +156,12 @@ class Effect(Element): across all contributions to each effect manually. Effects are accumulated as: - - Total = Σ(operational contributions) + Σ(investment contributions) - - Cross-effects add to target effects based on specific_share ratios + - Total = Σ(temporal contributions) + Σ(periodic contributions) """ + submodel: EffectModel | None + def __init__( self, label: str, @@ -142,76 +170,214 @@ def __init__( meta_data: dict | None = None, is_standard: bool = False, is_objective: bool = False, - specific_share_to_other_effects_operation: TemporalEffectsUser | None = None, - specific_share_to_other_effects_invest: NonTemporalEffectsUser | None = None, - minimum_operation: Scalar | None = None, - maximum_operation: Scalar | None = None, - minimum_invest: Scalar | None = None, - maximum_invest: Scalar | None = None, - minimum_operation_per_hour: TemporalDataUser | None = None, - maximum_operation_per_hour: TemporalDataUser | None = None, + share_from_temporal: TemporalEffectsUser | None = None, + share_from_periodic: PeriodicEffectsUser | None = None, + minimum_temporal: PeriodicEffectsUser | None = None, + maximum_temporal: PeriodicEffectsUser | None = None, + minimum_periodic: PeriodicEffectsUser | None = None, + maximum_periodic: PeriodicEffectsUser | None = None, + minimum_per_hour: TemporalDataUser | None = None, + maximum_per_hour: TemporalDataUser | None = None, minimum_total: Scalar | None = None, maximum_total: Scalar | None = None, + **kwargs, ): super().__init__(label, meta_data=meta_data) - self.label = label self.unit = unit self.description = description self.is_standard = is_standard self.is_objective = is_objective - self.specific_share_to_other_effects_operation: TemporalEffectsUser = ( - specific_share_to_other_effects_operation if specific_share_to_other_effects_operation is not None else {} - ) - self.specific_share_to_other_effects_invest: NonTemporalEffectsUser = ( - specific_share_to_other_effects_invest if specific_share_to_other_effects_invest is not None else {} - ) - self.minimum_operation = minimum_operation - self.maximum_operation = maximum_operation - self.minimum_operation_per_hour = minimum_operation_per_hour - self.maximum_operation_per_hour = maximum_operation_per_hour - self.minimum_invest = minimum_invest - self.maximum_invest = maximum_invest + self.share_from_temporal: TemporalEffectsUser = share_from_temporal if share_from_temporal is not None else {} + self.share_from_periodic: PeriodicEffectsUser = share_from_periodic if share_from_periodic is not None else {} + + # Handle backwards compatibility for deprecated parameters using centralized helper + minimum_temporal = self._handle_deprecated_kwarg( + kwargs, 'minimum_operation', 'minimum_temporal', minimum_temporal + ) + maximum_temporal = self._handle_deprecated_kwarg( + kwargs, 'maximum_operation', 'maximum_temporal', maximum_temporal + ) + minimum_periodic = self._handle_deprecated_kwarg(kwargs, 'minimum_invest', 'minimum_periodic', minimum_periodic) + maximum_periodic = self._handle_deprecated_kwarg(kwargs, 'maximum_invest', 'maximum_periodic', maximum_periodic) + minimum_per_hour = self._handle_deprecated_kwarg( + kwargs, 'minimum_operation_per_hour', 'minimum_per_hour', minimum_per_hour + ) + maximum_per_hour = self._handle_deprecated_kwarg( + kwargs, 'maximum_operation_per_hour', 'maximum_per_hour', maximum_per_hour + ) + + # Validate any remaining unexpected kwargs + self._validate_kwargs(kwargs) + + # Set attributes directly + self.minimum_temporal = minimum_temporal + self.maximum_temporal = maximum_temporal + self.minimum_periodic = minimum_periodic + self.maximum_periodic = maximum_periodic + self.minimum_per_hour = minimum_per_hour + self.maximum_per_hour = maximum_per_hour self.minimum_total = minimum_total self.maximum_total = maximum_total - def transform_data(self, flow_system: FlowSystem): - self.minimum_operation_per_hour = flow_system.fit_to_model_coords( - f'{self.label_full}|minimum_operation_per_hour', self.minimum_operation_per_hour + # Backwards compatible properties (deprecated) + @property + def minimum_operation(self): + """DEPRECATED: Use 'minimum_temporal' property instead.""" + warnings.warn( + "Property 'minimum_operation' is deprecated. Use 'minimum_temporal' instead.", + DeprecationWarning, + stacklevel=2, + ) + return self.minimum_temporal + + @minimum_operation.setter + def minimum_operation(self, value): + """DEPRECATED: Use 'minimum_temporal' property instead.""" + warnings.warn( + "Property 'minimum_operation' is deprecated. Use 'minimum_temporal' instead.", + DeprecationWarning, + stacklevel=2, + ) + self.minimum_temporal = value + + @property + def maximum_operation(self): + """DEPRECATED: Use 'maximum_temporal' property instead.""" + warnings.warn( + "Property 'maximum_operation' is deprecated. Use 'maximum_temporal' instead.", + DeprecationWarning, + stacklevel=2, + ) + return self.maximum_temporal + + @maximum_operation.setter + def maximum_operation(self, value): + """DEPRECATED: Use 'maximum_temporal' property instead.""" + warnings.warn( + "Property 'maximum_operation' is deprecated. Use 'maximum_temporal' instead.", + DeprecationWarning, + stacklevel=2, + ) + self.maximum_temporal = value + + @property + def minimum_invest(self): + """DEPRECATED: Use 'minimum_periodic' property instead.""" + warnings.warn( + "Property 'minimum_invest' is deprecated. Use 'minimum_periodic' instead.", + DeprecationWarning, + stacklevel=2, + ) + return self.minimum_periodic + + @minimum_invest.setter + def minimum_invest(self, value): + """DEPRECATED: Use 'minimum_periodic' property instead.""" + warnings.warn( + "Property 'minimum_invest' is deprecated. Use 'minimum_periodic' instead.", + DeprecationWarning, + stacklevel=2, + ) + self.minimum_periodic = value + + @property + def maximum_invest(self): + """DEPRECATED: Use 'maximum_periodic' property instead.""" + warnings.warn( + "Property 'maximum_invest' is deprecated. Use 'maximum_periodic' instead.", + DeprecationWarning, + stacklevel=2, + ) + return self.maximum_periodic + + @maximum_invest.setter + def maximum_invest(self, value): + """DEPRECATED: Use 'maximum_periodic' property instead.""" + warnings.warn( + "Property 'maximum_invest' is deprecated. Use 'maximum_periodic' instead.", + DeprecationWarning, + stacklevel=2, ) + self.maximum_periodic = value - self.maximum_operation_per_hour = flow_system.fit_to_model_coords( - f'{self.label_full}|maximum_operation_per_hour', self.maximum_operation_per_hour + @property + def minimum_operation_per_hour(self): + """DEPRECATED: Use 'minimum_per_hour' property instead.""" + warnings.warn( + "Property 'minimum_operation_per_hour' is deprecated. Use 'minimum_per_hour' instead.", + DeprecationWarning, + stacklevel=2, + ) + return self.minimum_per_hour + + @minimum_operation_per_hour.setter + def minimum_operation_per_hour(self, value): + """DEPRECATED: Use 'minimum_per_hour' property instead.""" + warnings.warn( + "Property 'minimum_operation_per_hour' is deprecated. Use 'minimum_per_hour' instead.", + DeprecationWarning, + stacklevel=2, ) + self.minimum_per_hour = value - self.specific_share_to_other_effects_operation = flow_system.fit_effects_to_model_coords( - f'{self.label_full}|operation->', self.specific_share_to_other_effects_operation, 'operation' + @property + def maximum_operation_per_hour(self): + """DEPRECATED: Use 'maximum_per_hour' property instead.""" + warnings.warn( + "Property 'maximum_operation_per_hour' is deprecated. Use 'maximum_per_hour' instead.", + DeprecationWarning, + stacklevel=2, + ) + return self.maximum_per_hour + + @maximum_operation_per_hour.setter + def maximum_operation_per_hour(self, value): + """DEPRECATED: Use 'maximum_per_hour' property instead.""" + warnings.warn( + "Property 'maximum_operation_per_hour' is deprecated. Use 'maximum_per_hour' instead.", + DeprecationWarning, + stacklevel=2, + ) + self.maximum_per_hour = value + + def transform_data(self, flow_system: FlowSystem, name_prefix: str = '') -> None: + prefix = '|'.join(filter(None, [name_prefix, self.label_full])) + self.minimum_per_hour = flow_system.fit_to_model_coords(f'{prefix}|minimum_per_hour', self.minimum_per_hour) + + self.maximum_per_hour = flow_system.fit_to_model_coords(f'{prefix}|maximum_per_hour', self.maximum_per_hour) + + self.share_from_temporal = flow_system.fit_effects_to_model_coords( + label_prefix=None, + effect_values=self.share_from_temporal, + label_suffix=f'(temporal)->{prefix}(temporal)', + dims=['time', 'period', 'scenario'], + ) + self.share_from_periodic = flow_system.fit_effects_to_model_coords( + label_prefix=None, + effect_values=self.share_from_periodic, + label_suffix=f'(periodic)->{prefix}(periodic)', + dims=['period', 'scenario'], ) - self.minimum_operation = flow_system.fit_to_model_coords( - f'{self.label_full}|minimum_operation', self.minimum_operation, dims=['year', 'scenario'] + self.minimum_temporal = flow_system.fit_to_model_coords( + f'{prefix}|minimum_temporal', self.minimum_temporal, dims=['period', 'scenario'] ) - self.maximum_operation = flow_system.fit_to_model_coords( - f'{self.label_full}|maximum_operation', self.maximum_operation, dims=['year', 'scenario'] + self.maximum_temporal = flow_system.fit_to_model_coords( + f'{prefix}|maximum_temporal', self.maximum_temporal, dims=['period', 'scenario'] ) - self.minimum_invest = flow_system.fit_to_model_coords( - f'{self.label_full}|minimum_invest', self.minimum_invest, dims=['year', 'scenario'] + self.minimum_periodic = flow_system.fit_to_model_coords( + f'{prefix}|minimum_periodic', self.minimum_periodic, dims=['period', 'scenario'] ) - self.maximum_invest = flow_system.fit_to_model_coords( - f'{self.label_full}|maximum_invest', self.maximum_invest, dims=['year', 'scenario'] + self.maximum_periodic = flow_system.fit_to_model_coords( + f'{prefix}|maximum_periodic', self.maximum_periodic, dims=['period', 'scenario'] ) self.minimum_total = flow_system.fit_to_model_coords( - f'{self.label_full}|minimum_total', + f'{prefix}|minimum_total', self.minimum_total, - dims=['year', 'scenario'], + dims=['period', 'scenario'], ) self.maximum_total = flow_system.fit_to_model_coords( - f'{self.label_full}|maximum_total', self.maximum_total, dims=['year', 'scenario'] - ) - self.specific_share_to_other_effects_invest = flow_system.fit_effects_to_model_coords( - f'{self.label_full}|invest->', - self.specific_share_to_other_effects_invest, - 'invest', - dims=['year', 'scenario'], + f'{prefix}|maximum_total', self.maximum_total, dims=['period', 'scenario'] ) def create_model(self, model: FlowSystemModel) -> EffectModel: @@ -232,72 +398,72 @@ def __init__(self, model: FlowSystemModel, element: Effect): def _do_modeling(self): self.total: linopy.Variable | None = None - self.invest: ShareAllocationModel = self.add_submodels( + self.periodic: ShareAllocationModel = self.add_submodels( ShareAllocationModel( model=self._model, - dims=('year', 'scenario'), + dims=('period', 'scenario'), label_of_element=self.label_of_element, - label_of_model=f'{self.label_of_model}(invest)', - total_max=self.element.maximum_invest, - total_min=self.element.minimum_invest, + label_of_model=f'{self.label_of_model}(periodic)', + total_max=self.element.maximum_periodic, + total_min=self.element.minimum_periodic, ), - short_name='invest', + short_name='periodic', ) - self.operation: ShareAllocationModel = self.add_submodels( + self.temporal: ShareAllocationModel = self.add_submodels( ShareAllocationModel( model=self._model, - dims=('time', 'year', 'scenario'), + dims=('time', 'period', 'scenario'), label_of_element=self.label_of_element, - label_of_model=f'{self.label_of_model}(operation)', - total_max=self.element.maximum_operation, - total_min=self.element.minimum_operation, - min_per_hour=self.element.minimum_operation_per_hour - if self.element.minimum_operation_per_hour is not None - else None, - max_per_hour=self.element.maximum_operation_per_hour - if self.element.maximum_operation_per_hour is not None - else None, + label_of_model=f'{self.label_of_model}(temporal)', + total_max=self.element.maximum_temporal, + total_min=self.element.minimum_temporal, + min_per_hour=self.element.minimum_per_hour if self.element.minimum_per_hour is not None else None, + max_per_hour=self.element.maximum_per_hour if self.element.maximum_per_hour is not None else None, ), - short_name='operation', + short_name='temporal', ) self.total = self.add_variables( lower=self.element.minimum_total if self.element.minimum_total is not None else -np.inf, upper=self.element.maximum_total if self.element.maximum_total is not None else np.inf, - coords=self._model.get_coords(['year', 'scenario']), - short_name='total', + coords=self._model.get_coords(['period', 'scenario']), + name=self.label_full, ) - self.add_constraints(self.total == self.operation.total + self.invest.total, short_name='total') + self.add_constraints( + self.total == self.temporal.total + self.periodic.total, name=self.label_full, short_name='total' + ) TemporalEffectsUser = TemporalDataUser | dict[str, TemporalDataUser] # User-specified Shares to Effects """ This datatype is used to define a temporal share to an effect by a certain attribute. """ -NonTemporalEffectsUser = Scalar | dict[str, Scalar] # User-specified Shares to Effects +PeriodicEffectsUser = PeriodicDataUser | dict[str, PeriodicDataUser] # User-specified Shares to Effects """ This datatype is used to define a scalar share to an effect by a certain attribute. """ TemporalEffects = dict[str, TemporalData] # User-specified Shares to Effects """ This datatype is used internally to handle temporal shares to an effect. """ -NonTemporalEffects = dict[str, Scalar] +PeriodicEffects = dict[str, Scalar] """ This datatype is used internally to handle scalar shares to an effect. """ EffectExpr = dict[str, linopy.LinearExpression] # Used to create Shares -class EffectCollection: +class EffectCollection(ElementContainer[Effect]): """ Handling all Effects """ + submodel: EffectCollectionModel | None + def __init__(self, *effects: Effect): - self._effects = {} + super().__init__(element_type_name='effects') self._standard_effect: Effect | None = None self._objective_effect: Effect | None = None - self.submodel: EffectCollectionModel | None = None + self.submodel = None self.add_effects(*effects) def create_model(self, model: FlowSystemModel) -> EffectCollectionModel: @@ -313,25 +479,25 @@ def add_effects(self, *effects: Effect) -> None: self.standard_effect = effect if effect.is_objective: self.objective_effect = effect - self._effects[effect.label] = effect + self.add(effect) # Use the inherited add() method from ElementContainer logger.info(f'Registered new Effect: {effect.label}') def create_effect_values_dict( - self, effect_values_user: NonTemporalEffectsUser | TemporalEffectsUser + self, effect_values_user: PeriodicEffectsUser | TemporalEffectsUser ) -> dict[str, Scalar | TemporalDataUser] | None: - """ - Converts effect values into a dictionary. If a scalar is provided, it is associated with a default effect type. - - Examples - -------- - effect_values_user = 20 -> {None: 20} - effect_values_user = None -> None - effect_values_user = {effect1: 20, effect2: 0.3} -> {effect1: 20, effect2: 0.3} - - Returns - ------- - dict or None - A dictionary with None or Effect as the key, or None if input is None. + """Converts effect values into a dictionary. If a scalar is provided, it is associated with a default effect type. + + Examples: + ```python + effect_values_user = 20 -> {'': 20} + effect_values_user = {None: 20} -> {'': 20} + effect_values_user = None -> None + effect_values_user = {'effect1': 20, 'effect2': 0.3} -> {'effect1': 20, 'effect2': 0.3} + ``` + + Returns: + A dictionary keyed by effect label, or None if input is None. + Note: a standard effect must be defined when passing scalars or None labels. """ def get_effect_label(eff: Effect | str) -> str: @@ -357,18 +523,26 @@ def get_effect_label(eff: Effect | str) -> str: def _plausibility_checks(self) -> None: # Check circular loops in effects: - operation, invest = self.calculate_effect_share_factors() + temporal, periodic = self.calculate_effect_share_factors() + + # Validate all referenced effects (both sources and targets) exist + edges = list(temporal.keys()) + list(periodic.keys()) + unknown_sources = {src for src, _ in edges if src not in self} + unknown_targets = {tgt for _, tgt in edges if tgt not in self} + unknown = unknown_sources | unknown_targets + if unknown: + raise KeyError(f'Unknown effects used in effect share mappings: {sorted(unknown)}') - operation_cycles = detect_cycles(tuples_to_adjacency_list([key for key in operation])) - invest_cycles = detect_cycles(tuples_to_adjacency_list([key for key in invest])) + temporal_cycles = detect_cycles(tuples_to_adjacency_list([key for key in temporal])) + periodic_cycles = detect_cycles(tuples_to_adjacency_list([key for key in periodic])) - if operation_cycles: - cycle_str = '\n'.join([' -> '.join(cycle) for cycle in operation_cycles]) - raise ValueError(f'Error: circular operation-shares detected:\n{cycle_str}') + if temporal_cycles: + cycle_str = '\n'.join([' -> '.join(cycle) for cycle in temporal_cycles]) + raise ValueError(f'Error: circular temporal-shares detected:\n{cycle_str}') - if invest_cycles: - cycle_str = '\n'.join([' -> '.join(cycle) for cycle in invest_cycles]) - raise ValueError(f'Error: circular invest-shares detected:\n{cycle_str}') + if periodic_cycles: + cycle_str = '\n'.join([' -> '.join(cycle) for cycle in periodic_cycles]) + raise ValueError(f'Error: circular periodic-shares detected:\n{cycle_str}') def __getitem__(self, effect: str | Effect | None) -> Effect: """ @@ -386,35 +560,30 @@ def __getitem__(self, effect: str | Effect | None) -> Effect: else: raise KeyError(f'Effect {effect} not found!') try: - return self.effects[effect] + return super().__getitem__(effect) # Leverage ContainerMixin suggestions except KeyError as e: - raise KeyError(f'Effect "{effect}" not found! Add it to the FlowSystem first!') from e - - def __iter__(self) -> Iterator[Effect]: - return iter(self._effects.values()) + # Extract the original message and append context for cleaner output + original_msg = str(e).strip('\'"') + raise KeyError(f'{original_msg} Add the effect to the FlowSystem first.') from None - def __len__(self) -> int: - return len(self._effects) + def __iter__(self) -> Iterator[str]: + return iter(self.keys()) # Iterate over keys like a normal dict def __contains__(self, item: str | Effect) -> bool: """Check if the effect exists. Checks for label or object""" if isinstance(item, str): - return item in self.effects # Check if the label exists + return super().__contains__(item) # Check if the label exists elif isinstance(item, Effect): - if item.label_full in self.effects: - return True - if item in self.effects.values(): # Check if the object exists - return True + return item.label_full in self and self[item.label_full] is item return False - @property - def effects(self) -> dict[str, Effect]: - return self._effects - @property def standard_effect(self) -> Effect: if self._standard_effect is None: - raise KeyError('No standard-effect specified!') + raise KeyError( + 'No standard-effect specified! Either set an effect through is_standard=True ' + 'or pass a mapping when specifying effect values: {effect_label: value}.' + ) return self._standard_effect @standard_effect.setter @@ -441,23 +610,25 @@ def calculate_effect_share_factors( dict[tuple[str, str], xr.DataArray], dict[tuple[str, str], xr.DataArray], ]: - shares_invest = {} - for name, effect in self.effects.items(): - if effect.specific_share_to_other_effects_invest: - shares_invest[name] = { - target: data for target, data in effect.specific_share_to_other_effects_invest.items() - } - shares_invest = calculate_all_conversion_paths(shares_invest) - - shares_operation = {} - for name, effect in self.effects.items(): - if effect.specific_share_to_other_effects_operation: - shares_operation[name] = { - target: data for target, data in effect.specific_share_to_other_effects_operation.items() - } - shares_operation = calculate_all_conversion_paths(shares_operation) - - return shares_operation, shares_invest + shares_periodic = {} + for name, effect in self.items(): + if effect.share_from_periodic: + for source, data in effect.share_from_periodic.items(): + if source not in shares_periodic: + shares_periodic[source] = {} + shares_periodic[source][name] = data + shares_periodic = calculate_all_conversion_paths(shares_periodic) + + shares_temporal = {} + for name, effect in self.items(): + if effect.share_from_temporal: + for source, data in effect.share_from_temporal.items(): + if source not in shares_temporal: + shares_temporal[source] = {} + shares_temporal[source][name] = data + shares_temporal = calculate_all_conversion_paths(shares_temporal) + + return shares_temporal, shares_periodic class EffectCollectionModel(Submodel): @@ -474,20 +645,20 @@ def add_share_to_effects( self, name: str, expressions: EffectExpr, - target: Literal['operation', 'invest'], + target: Literal['temporal', 'periodic'], ) -> None: for effect, expression in expressions.items(): - if target == 'operation': - self.effects[effect].submodel.operation.add_share( + if target == 'temporal': + self.effects[effect].submodel.temporal.add_share( name, expression, - dims=('time', 'year', 'scenario'), + dims=('time', 'period', 'scenario'), ) - elif target == 'invest': - self.effects[effect].submodel.invest.add_share( + elif target == 'periodic': + self.effects[effect].submodel.periodic.add_share( name, expression, - dims=('year', 'scenario'), + dims=('period', 'scenario'), ) else: raise ValueError(f'Target {target} not supported!') @@ -499,7 +670,7 @@ def add_share_to_penalty(self, name: str, expression: linopy.LinearExpression) - def _do_modeling(self): super()._do_modeling() - for effect in self.effects: + for effect in self.effects.values(): effect.create_model(self._model) self.penalty = self.add_submodels( ShareAllocationModel(self._model, dims=(), label_of_element='Penalty'), @@ -513,25 +684,25 @@ def _do_modeling(self): ) def _add_share_between_effects(self): - for origin_effect in self.effects: - # 1. operation: -> hier sind es Zeitreihen (share_TS) - for target_effect, time_series in origin_effect.specific_share_to_other_effects_operation.items(): - self.effects[target_effect].submodel.operation.add_share( - origin_effect.submodel.operation.label_full, - origin_effect.submodel.operation.total_per_timestep * time_series, - dims=('time', 'year', 'scenario'), + for target_effect in self.effects.values(): + # 1. temporal: <- receiving temporal shares from other effects + for source_effect, time_series in target_effect.share_from_temporal.items(): + target_effect.submodel.temporal.add_share( + self.effects[source_effect].submodel.temporal.label_full, + self.effects[source_effect].submodel.temporal.total_per_timestep * time_series, + dims=('time', 'period', 'scenario'), ) - # 2. invest: -> hier ist es Scalar (share) - for target_effect, factor in origin_effect.specific_share_to_other_effects_invest.items(): - self.effects[target_effect].submodel.invest.add_share( - origin_effect.submodel.invest.label_full, - origin_effect.submodel.invest.total * factor, - dims=('year', 'scenario'), + # 2. periodic: <- receiving periodic shares from other effects + for source_effect, factor in target_effect.share_from_periodic.items(): + target_effect.submodel.periodic.add_share( + self.effects[source_effect].submodel.periodic.label_full, + self.effects[source_effect].submodel.periodic.total * factor, + dims=('period', 'scenario'), ) def calculate_all_conversion_paths( - conversion_dict: dict[str, dict[str, xr.DataArray]], + conversion_dict: dict[str, dict[str, Scalar | xr.DataArray]], ) -> dict[tuple[str, str], xr.DataArray]: """ Calculates all possible direct and indirect conversion factors between units/domains. @@ -563,10 +734,10 @@ def calculate_all_conversion_paths( # Keep track of visited paths to avoid repeating calculations processed_paths = set() # Use a queue with (current_domain, factor, path_history) - queue = [(origin, 1, [origin])] + queue = deque([(origin, 1, [origin])]) while queue: - current_domain, factor, path = queue.pop(0) + current_domain, factor, path = queue.popleft() # Skip if we've processed this exact path before path_key = tuple(path) @@ -673,3 +844,8 @@ def tuples_to_adjacency_list(edges: list[tuple[str, str]]) -> dict[str, list[str graph[target] = [] return graph + + +# Backward compatibility aliases +NonTemporalEffectsUser = PeriodicEffectsUser +NonTemporalEffects = PeriodicEffects diff --git a/flixopt/elements.py b/flixopt/elements.py index b592e90ba..e9916b126 100644 --- a/flixopt/elements.py +++ b/flixopt/elements.py @@ -11,11 +11,12 @@ import numpy as np import xarray as xr +from . import io as fx_io from .config import CONFIG from .core import PlausibilityError, Scalar, TemporalData, TemporalDataUser -from .features import InvestmentModel, ModelingPrimitives, OnOffModel -from .interface import InvestParameters, OnOffParameters -from .modeling import BoundingPatterns, ModelingUtilitiesAbstract +from .features import InvestmentModel, OnOffModel, SizingModel, _SizeModel +from .interface import InvestmentParameters, OnOffParameters, SizingParameters, _SizeParameters +from .modeling import BoundingPatterns, ModelingPrimitives, ModelingUtilitiesAbstract from .structure import Element, ElementModel, FlowSystemModel, register_class_for_io if TYPE_CHECKING: @@ -86,10 +87,12 @@ def __init__( super().__init__(label, meta_data=meta_data) self.inputs: list[Flow] = inputs or [] self.outputs: list[Flow] = outputs or [] - self._check_unique_flow_labels() self.on_off_parameters = on_off_parameters self.prevent_simultaneous_flows: list[Flow] = prevent_simultaneous_flows or [] + self._check_unique_flow_labels() + self._connect_flows() + self.flows: dict[str, Flow] = {flow.label: flow for flow in self.inputs + self.outputs} def create_model(self, model: FlowSystemModel) -> ComponentModel: @@ -97,12 +100,13 @@ def create_model(self, model: FlowSystemModel) -> ComponentModel: self.submodel = ComponentModel(model, self) return self.submodel - def transform_data(self, flow_system: FlowSystem) -> None: + def transform_data(self, flow_system: FlowSystem, name_prefix: str = '') -> None: + prefix = '|'.join(filter(None, [name_prefix, self.label_full])) if self.on_off_parameters is not None: - self.on_off_parameters.transform_data(flow_system, self.label_full) + self.on_off_parameters.transform_data(flow_system, prefix) for flow in self.inputs + self.outputs: - flow.transform_data(flow_system) + flow.transform_data(flow_system) # Flow doesnt need the name_prefix def _check_unique_flow_labels(self): all_flow_labels = [flow.label for flow in self.inputs + self.outputs] @@ -114,6 +118,48 @@ def _check_unique_flow_labels(self): def _plausibility_checks(self) -> None: self._check_unique_flow_labels() + def _connect_flows(self): + # Inputs + for flow in self.inputs: + if flow.component not in ('UnknownComponent', self.label_full): + raise ValueError( + f'Flow "{flow.label}" already assigned to component "{flow.component}". ' + f'Cannot attach to "{self.label_full}".' + ) + flow.component = self.label_full + flow.is_input_in_component = True + # Outputs + for flow in self.outputs: + if flow.component not in ('UnknownComponent', self.label_full): + raise ValueError( + f'Flow "{flow.label}" already assigned to component "{flow.component}". ' + f'Cannot attach to "{self.label_full}".' + ) + flow.component = self.label_full + flow.is_input_in_component = False + + # Validate prevent_simultaneous_flows: only allow local flows + if self.prevent_simultaneous_flows: + # Deduplicate while preserving order + seen = set() + self.prevent_simultaneous_flows = [ + f for f in self.prevent_simultaneous_flows if id(f) not in seen and not seen.add(id(f)) + ] + local = set(self.inputs + self.outputs) + foreign = [f for f in self.prevent_simultaneous_flows if f not in local] + if foreign: + names = ', '.join(f.label_full for f in foreign) + raise ValueError( + f'prevent_simultaneous_flows for "{self.label_full}" must reference its own flows. ' + f'Foreign flows detected: {names}' + ) + + def __repr__(self) -> str: + """Return string representation with flow information.""" + return fx_io.build_repr_from_init( + self, excluded_params={'self', 'label', 'inputs', 'outputs', 'kwargs'}, skip_default_size=True + ) + fx_io.format_flow_details(self) + @register_class_for_io class Bus(Element): @@ -125,6 +171,10 @@ class Bus(Element): physical or logical connection points for energy carriers (electricity, heat, gas) or material flows between different Components. + Mathematical Formulation: + See the complete mathematical model in the documentation: + [Bus](../user-guide/mathematical-notation/elements/Bus.md) + Args: label: The label of the Element. Used to identify it in the FlowSystem. excess_penalty_per_flow_hour: Penalty costs for bus balance violations. @@ -173,6 +223,8 @@ class Bus(Element): by the FlowSystem during system setup. """ + submodel: BusModel | None + def __init__( self, label: str, @@ -189,9 +241,10 @@ def create_model(self, model: FlowSystemModel) -> BusModel: self.submodel = BusModel(model, self) return self.submodel - def transform_data(self, flow_system: FlowSystem): + def transform_data(self, flow_system: FlowSystem, name_prefix: str = '') -> None: + prefix = '|'.join(filter(None, [name_prefix, self.label_full])) self.excess_penalty_per_flow_hour = flow_system.fit_to_model_coords( - f'{self.label_full}|excess_penalty_per_flow_hour', self.excess_penalty_per_flow_hour + f'{prefix}|excess_penalty_per_flow_hour', self.excess_penalty_per_flow_hour ) def _plausibility_checks(self) -> None: @@ -201,11 +254,19 @@ def _plausibility_checks(self) -> None: logger.warning( f'In Bus {self.label_full}, the excess_penalty_per_flow_hour is 0. Use "None" or a value > 0.' ) + if len(self.inputs) == 0 and len(self.outputs) == 0: + raise ValueError( + f'Bus "{self.label_full}" has no Flows connected to it. Please remove it from the FlowSystem' + ) @property def with_excess(self) -> bool: return False if self.excess_penalty_per_flow_hour is None else True + def __repr__(self) -> str: + """Return string representation.""" + return super().__repr__() + fx_io.format_flow_details(self) + @register_class_for_io class Connection: @@ -237,42 +298,30 @@ class Flow(Element): **Relative Bounds**: Flow rate limits expressed as fractions of flow size Integration with Parameter Classes: - - **InvestParameters**: Used for `size` when flow Size is an investment decision + - **SizingParameters**: Used for `size` when flow Size is an investment decision - **OnOffParameters**: Used for `on_off_parameters` when flow has discrete states + Mathematical Formulation: + See the complete mathematical model in the documentation: + [Flow](../user-guide/mathematical-notation/elements/Flow.md) + Args: - label: Unique identifier for the flow within its component. - The full label combines component and flow labels. - bus: Label of the bus this flow connects to. Must match a bus in the FlowSystem. - size: Flow capacity or nominal rating. Can be: - - Scalar value for fixed capacity - - InvestParameters for investment-based sizing decisions - - None to use large default value (CONFIG.modeling.BIG) - relative_minimum: Minimum flow rate as fraction of size. - Example: 0.2 means flow cannot go below 20% of rated capacity. - relative_maximum: Maximum flow rate as fraction of size (typically 1.0). - Values >1.0 allow temporary overload operation. - load_factor_min: Minimum average utilization over the time horizon (0-1). - Calculated as total flow hours divided by (size × total time). - load_factor_max: Maximum average utilization over the time horizon (0-1). - Useful for equipment duty cycle limits or maintenance scheduling. - effects_per_flow_hour: Operational costs and impacts per unit of flow-time. - Dictionary mapping effect names to unit costs (e.g., fuel costs, emissions). - on_off_parameters: Binary operation constraints using OnOffParameters. - Enables modeling of startup costs, minimum run times, cycling limits. - Only relevant when relative_minimum > 0 or discrete operation is required. - flow_hours_total_max: Maximum cumulative flow-hours over time horizon. - Alternative to load_factor_max for absolute energy/material limits. - flow_hours_total_min: Minimum cumulative flow-hours over time horizon. - Alternative to load_factor_min for contractual or operational requirements. - fixed_relative_profile: Predetermined flow pattern as fraction of size. - When specified, flow rate becomes: size × fixed_relative_profile(t). - Used for: demand profiles, renewable generation, fixed schedules. - previous_flow_rate: Initial flow state for startup/shutdown dynamics. - Used with on_off_parameters to determine initial on/off status. - If None, assumes flow was off in previous time period. - meta_data: Additional information stored with results but not used in optimization. - Must contain only Python native types (dict, list, str, int, float, bool). + label: Unique flow identifier within its component. + bus: Bus label this flow connects to. + size: Flow capacity. Scalar, SizingParameters, or None (uses CONFIG.Modeling.big). + relative_minimum: Minimum flow rate as fraction of size (0-1). Default: 0. + relative_maximum: Maximum flow rate as fraction of size. Default: 1. + load_factor_min: Minimum average utilization (0-1). Default: 0. + load_factor_max: Maximum average utilization (0-1). Default: 1. + effects_per_flow_hour: Operational costs/impacts per flow-hour. + Dict mapping effect names to values (e.g., {'cost': 45, 'CO2': 0.8}). + on_off_parameters: Binary operation constraints (OnOffParameters). Default: None. + flow_hours_total_max: Maximum cumulative flow-hours. Alternative to load_factor_max. + flow_hours_total_min: Minimum cumulative flow-hours. Alternative to load_factor_min. + fixed_relative_profile: Predetermined pattern as fraction of size. + Flow rate = size × fixed_relative_profile(t). + previous_flow_rate: Initial flow state for on/off dynamics. Default: None (off). + meta_data: Additional info stored in results. Python native types only. Examples: Basic power flow with fixed capacity: @@ -293,7 +342,7 @@ class Flow(Element): battery_flow = Flow( label='electricity_storage', bus='electricity_grid', - size=InvestParameters( + size=SizingParameters( minimum_size=10, # Minimum 10 MWh maximum_size=100, # Maximum 100 MWh specific_effects={'cost': 150_000}, # €150k/MWh annualized @@ -314,7 +363,7 @@ class Flow(Element): effects_per_switch_on={'startup_cost': 100, 'wear': 0.1}, consecutive_on_hours_min=2, # Must run at least 2 hours consecutive_off_hours_min=1, # Must stay off at least 1 hour - switch_on_total_max=200, # Maximum 200 starts per year + switch_on_total_max=200, # Maximum 200 starts per period ), ) ``` @@ -355,7 +404,7 @@ class Flow(Element): `relative_maximum` for upper bounds on optimization variables. Notes: - - Default size (CONFIG.modeling.BIG) is used when size=None + - Default size (CONFIG.Modeling.big) is used when size=None - list inputs for previous_flow_rate are converted to NumPy arrays - Flow direction is determined by component input/output designation @@ -364,11 +413,13 @@ class Flow(Element): """ + submodel: FlowModel | None + def __init__( self, label: str, bus: str, - size: Scalar | InvestParameters = None, + size: Scalar | SizingParameters | InvestmentParameters = None, fixed_relative_profile: TemporalDataUser | None = None, relative_minimum: TemporalDataUser = 0, relative_maximum: TemporalDataUser = 1, @@ -382,7 +433,7 @@ def __init__( meta_data: dict | None = None, ): super().__init__(label, meta_data=meta_data) - self.size = CONFIG.modeling.BIG if size is None else size + self.size = CONFIG.Modeling.big if size is None else size self.relative_minimum = relative_minimum self.relative_maximum = relative_maximum self.fixed_relative_profile = fixed_relative_profile @@ -417,50 +468,47 @@ def create_model(self, model: FlowSystemModel) -> FlowModel: self.submodel = FlowModel(model, self) return self.submodel - def transform_data(self, flow_system: FlowSystem): - self.relative_minimum = flow_system.fit_to_model_coords( - f'{self.label_full}|relative_minimum', self.relative_minimum - ) - self.relative_maximum = flow_system.fit_to_model_coords( - f'{self.label_full}|relative_maximum', self.relative_maximum - ) + def transform_data(self, flow_system: FlowSystem, name_prefix: str = '') -> None: + prefix = '|'.join(filter(None, [name_prefix, self.label_full])) + self.relative_minimum = flow_system.fit_to_model_coords(f'{prefix}|relative_minimum', self.relative_minimum) + self.relative_maximum = flow_system.fit_to_model_coords(f'{prefix}|relative_maximum', self.relative_maximum) self.fixed_relative_profile = flow_system.fit_to_model_coords( - f'{self.label_full}|fixed_relative_profile', self.fixed_relative_profile + f'{prefix}|fixed_relative_profile', self.fixed_relative_profile ) self.effects_per_flow_hour = flow_system.fit_effects_to_model_coords( - self.label_full, self.effects_per_flow_hour, 'per_flow_hour' + prefix, self.effects_per_flow_hour, 'per_flow_hour' ) self.flow_hours_total_max = flow_system.fit_to_model_coords( - f'{self.label_full}|flow_hours_total_max', self.flow_hours_total_max, dims=['year', 'scenario'] + f'{prefix}|flow_hours_total_max', self.flow_hours_total_max, dims=['period', 'scenario'] ) self.flow_hours_total_min = flow_system.fit_to_model_coords( - f'{self.label_full}|flow_hours_total_min', self.flow_hours_total_min, dims=['year', 'scenario'] + f'{prefix}|flow_hours_total_min', self.flow_hours_total_min, dims=['period', 'scenario'] ) self.load_factor_max = flow_system.fit_to_model_coords( - f'{self.label_full}|load_factor_max', self.load_factor_max, dims=['year', 'scenario'] + f'{prefix}|load_factor_max', self.load_factor_max, dims=['period', 'scenario'] ) self.load_factor_min = flow_system.fit_to_model_coords( - f'{self.label_full}|load_factor_min', self.load_factor_min, dims=['year', 'scenario'] + f'{prefix}|load_factor_min', self.load_factor_min, dims=['period', 'scenario'] ) if self.on_off_parameters is not None: - self.on_off_parameters.transform_data(flow_system, self.label_full) - if isinstance(self.size, InvestParameters): - self.size.transform_data(flow_system, self.label_full) + self.on_off_parameters.transform_data(flow_system, prefix) + if isinstance(self.size, _SizeParameters): + self.size.transform_data(flow_system, prefix) else: - self.size = flow_system.fit_to_model_coords(f'{self.label_full}|size', self.size, dims=['year', 'scenario']) + self.size = flow_system.fit_to_model_coords(f'{prefix}|size', self.size, dims=['period', 'scenario']) def _plausibility_checks(self) -> None: # TODO: Incorporate into Variable? (Lower_bound can not be greater than upper bound - if np.any(self.relative_minimum > self.relative_maximum): + if (self.relative_minimum > self.relative_maximum).any(): raise PlausibilityError(self.label_full + ': Take care, that relative_minimum <= relative_maximum!') - if not isinstance(self.size, InvestParameters) and ( - np.any(self.size == CONFIG.modeling.BIG) and self.fixed_relative_profile is not None + if not isinstance(self.size, _SizeParameters) and ( + np.any(self.size == CONFIG.Modeling.big) and self.fixed_relative_profile is not None ): # Default Size --> Most likely by accident logger.warning( f'Flow "{self.label_full}" has no size assigned, but a "fixed_relative_profile". ' - f'The default size is {CONFIG.modeling.BIG}. As "flow_rate = size * fixed_relative_profile", ' + f'The default size is {CONFIG.Modeling.big}. As "flow_rate = size * fixed_relative_profile", ' f'the resulting flow_rate will be very high. To fix this, assign a size to the Flow {self}.' ) @@ -470,7 +518,7 @@ def _plausibility_checks(self) -> None: f'This will allow the flow to be switched on and off, effectively differing from the fixed_flow_rate.' ) - if (self.relative_minimum > 0).any() and self.on_off_parameters is None: + if np.any(self.relative_minimum > 0) and self.on_off_parameters is None: logger.warning( f'Flow {self.label_full} has a relative_minimum of {self.relative_minimum} and no on_off_parameters. ' f'This prevents the flow_rate from switching off (flow_rate = 0). ' @@ -485,8 +533,8 @@ def _plausibility_checks(self) -> None: ] ): raise TypeError( - f'previous_flow_rate must be None, a scalar, a list of scalars or a 1D-numpy-array. Got {type(self.previous_flow_rate)}.' - f'Different values in different years or scenarios are not yetsupported.' + f'previous_flow_rate must be None, a scalar, a list of scalars or a 1D-numpy-array. Got {type(self.previous_flow_rate)}. ' + f'Different values in different periods or scenarios are not yet supported.' ) @property @@ -495,13 +543,8 @@ def label_full(self) -> str: @property def size_is_fixed(self) -> bool: - # Wenn kein InvestParameters existiert --> True; Wenn Investparameter, den Wert davon nehmen - return False if (isinstance(self.size, InvestParameters) and self.size.fixed_size is None) else True - - @property - def invest_is_optional(self) -> bool: - # Wenn kein InvestParameters existiert: # Investment ist nicht optional -> Keine Variable --> False - return False if (isinstance(self.size, InvestParameters) and not self.size.optional) else True + # Wenn kein SizingParameters existiert --> True; Wenn Investparameter, den Wert davon nehmen + return False if (isinstance(self.size, SizingParameters) and self.size.fixed_size is None) else True class FlowModel(ElementModel): @@ -531,7 +574,7 @@ def _do_modeling(self): self.element.flow_hours_total_min if self.element.flow_hours_total_min is not None else 0, self.element.flow_hours_total_max if self.element.flow_hours_total_max is not None else None, ), - coords=['year', 'scenario'], + coords=['period', 'scenario'], short_name='total_flow_hours', ) @@ -556,15 +599,29 @@ def _create_on_off_model(self): ) def _create_investment_model(self): - self.add_submodels( - InvestmentModel( - model=self._model, - label_of_element=self.label_of_element, - parameters=self.element.size, - label_of_model=self.label_of_element, - ), - 'investment', - ) + # Check InvestmentParameters first (best practice to check more specific types first) + if isinstance(self.element.size, InvestmentParameters): + self.add_submodels( + InvestmentModel( + model=self._model, + label_of_element=self.label_of_element, + parameters=self.element.size, + label_of_model=self.label_of_element, + ), + 'investment', + ) + elif isinstance(self.element.size, SizingParameters): + self.add_submodels( + SizingModel( + model=self._model, + label_of_element=self.label_of_element, + parameters=self.element.size, + label_of_model=self.label_of_element, + ), + 'investment', + ) + else: + raise ValueError(f'Invalid SizingParameters type: {type(self.element.size)}') def _constraint_flow_rate(self): if not self.with_investment and not self.with_on_off: @@ -614,7 +671,7 @@ def with_on_off(self) -> bool: @property def with_investment(self) -> bool: - return isinstance(self.element.size, InvestParameters) + return isinstance(self.element.size, _SizeParameters) # Properties for clean access to variables @property @@ -644,7 +701,7 @@ def _create_shares(self): effect: self.flow_rate * self._model.hours_per_step * factor for effect, factor in self.element.effects_per_flow_hour.items() }, - target='operation', + target='temporal', ) def _create_bounds_for_load_factor(self): @@ -687,8 +744,8 @@ def absolute_flow_rate_bounds(self) -> tuple[TemporalData, TemporalData]: if not self.with_investment: # Basic case without investment and without OnOff lb = lb_relative * self.element.size - elif not self.element.size.optional: - # With non-optional Investment + elif self.with_investment and self.element.size.mandatory.all(): + # With mandatory Investment lb = lb_relative * self.element.size.minimum_or_fixed_size if self.with_investment: @@ -729,7 +786,7 @@ def previous_states(self) -> TemporalData | None: values=xr.DataArray( [previous_flow_rate] if np.isscalar(previous_flow_rate) else previous_flow_rate, dims='time' ), - epsilon=CONFIG.modeling.EPSILON, + epsilon=CONFIG.Modeling.epsilon, dims='time', ) @@ -812,9 +869,9 @@ def _do_modeling(self): else: flow_ons = [flow.submodel.on_off.on for flow in all_flows] # TODO: Is the EPSILON even necessary? - self.add_constraints(on <= sum(flow_ons) + CONFIG.modeling.EPSILON, short_name='on|ub') + self.add_constraints(on <= sum(flow_ons) + CONFIG.Modeling.epsilon, short_name='on|ub') self.add_constraints( - on >= sum(flow_ons) / (len(flow_ons) + CONFIG.modeling.EPSILON), short_name='on|lb' + on >= sum(flow_ons) / (len(flow_ons) + CONFIG.Modeling.epsilon), short_name='on|lb' ) self.on_off = self.add_submodels( diff --git a/flixopt/features.py b/flixopt/features.py index 734e0c3ef..3c143dfb9 100644 --- a/flixopt/features.py +++ b/flixopt/features.py @@ -6,44 +6,171 @@ from __future__ import annotations import logging -from typing import TYPE_CHECKING +import warnings +from typing import TYPE_CHECKING, Protocol import linopy import numpy as np +import xarray as xr -from .interface import InvestParameters, OnOffParameters, Piecewise +from . import io as fx_io from .modeling import BoundingPatterns, ModelingPrimitives, ModelingUtilities from .structure import FlowSystemModel, Submodel if TYPE_CHECKING: - from .core import FlowSystemDimensions, Scalar, TemporalData - from .interface import InvestParameters, OnOffParameters, Piecewise + from .core import FlowSystemDimensions, PeriodicData, Scalar, TemporalData + from .effects import PeriodicEffects + from .interface import ( + InvestmentParameters, + OnOffParameters, + Piecewise, + SizingParameters, + ) logger = logging.getLogger('flixopt') -class InvestmentModel(Submodel): - """Investment model using factory patterns but keeping old interface""" +class _SizeModel(Submodel): + """A model that creates the size variable together with a Binary""" + + def _create_sizing_variables_and_constraints( + self, + size_min: PeriodicData, + size_max: PeriodicData, + mandatory: PeriodicData, + dims: list[FlowSystemDimensions], + force_available: bool = False, + ): + """Create timing variables and constraints.""" + if not np.issubdtype(mandatory.dtype, np.bool_): + raise TypeError(f'Expected all bool values, got {mandatory.dtype=}: {mandatory}') + + size = self.add_variables( + short_name='size', + lower=size_min.where(mandatory, 0), + upper=size_max, + coords=self._model.get_coords(dims), + ) + + if force_available or mandatory.any(): + self.add_variables( + binary=True, + coords=self._model.get_coords(dims), + short_name='available', + ) + self.add_constraints( + self.available.where(mandatory) == 1, + short_name='mandatory', + ) + BoundingPatterns.bounds_with_state( + self, + variable=size, + variable_state=self._variables['available'], + bounds=(size_min, size_max), + ) + + def _add_sizing_effects(self, effects_per_size: PeriodicEffects, effects_of_size: PeriodicEffects): + if effects_per_size: + self._model.effects.add_share_to_effects( + name=self.label_of_element, + expressions={effect: self.size * factor for effect, factor in effects_per_size.items()}, + target='periodic', + ) + + if effects_of_size: + self._model.effects.add_share_to_effects( + name=self.label_of_element, + expressions={ + effect: self.available * factor if self.available is not None else factor + for effect, factor in effects_of_size.items() + }, + target='periodic', + ) + + @property + def size(self) -> linopy.Variable: + """Capacity size variable""" + return self._variables['size'] + + @property + def available(self) -> linopy.Variable | None: + """Capacity size variable""" + return self._variables.get('available') + + +class SizingModel(_SizeModel): + """ + This feature model is used to model capacity sizing decisions. + It applies bounds to the size variable and optionally creates a binary investment decision. + + Args: + model: The optimization model instance + label_of_element: The label of the parent (Element). Used to construct the full label of the model. + parameters: The sizing parameters. + label_of_model: The label of the model. This is needed to construct the full label of the model. + """ + + parameters: SizingParameters def __init__( self, model: FlowSystemModel, label_of_element: str, - parameters: InvestParameters, + parameters: SizingParameters, label_of_model: str | None = None, ): - """ - This feature model is used to model the investment of a variable. - It applies the corresponding bounds to the variable and the on/off state of the variable. + self.parameters = parameters + super().__init__(model, label_of_element=label_of_element, label_of_model=label_of_model) - Args: - model: The optimization model instance - label_of_element: The label of the parent (Element). Used to construct the full label of the model. - parameters: The parameters of the feature model. - label_of_model: The label of the model. This is needed to construct the full label of the model. + def _do_modeling(self): + super()._do_modeling() + self._create_sizing_variables_and_constraints( + size_min=self.parameters.minimum_or_fixed_size, + size_max=self.parameters.maximum_or_fixed_size, + mandatory=self.parameters.mandatory, + dims=['period', 'scenario'], + ) + self._add_sizing_effects( + effects_per_size=self.parameters.effects_per_size, + effects_of_size=self.parameters.effects_of_size, + ) - """ - self.piecewise_effects: PiecewiseEffectsModel | None = None + @property + def invested(self) -> linopy.Variable | None: + warnings.warn('Deprecated, use availlable instead', DeprecationWarning, stacklevel=2) + return self.available + + +class InvestmentModel(_SizeModel): + """ + Model investment timing with fixed lifetime. + + This feature works in conjunction with SizingModel to provide full investment modeling: + - SizingModel: Determines HOW MUCH capacity to install + - InvestmentModel: Determines WHEN to invest + + The model creates binary variables to track: + - When the investment occurs (one period) + - Which periods the investment is active (based on fixed lifetime) + + The investment capacity (from SizingModel) is only active during the investment's lifetime. + + Args: + model: The optimization model instance + label_of_element: The label of the parent element + parameters: InvestmentParameters defining timing constraints + label_of_model: Optional custom label for the model + """ + + parameters: InvestmentParameters + + def __init__( + self, + model: FlowSystemModel, + label_of_element: str, + parameters: InvestmentParameters, + label_of_model: str | None = None, + ): self.parameters = parameters super().__init__(model, label_of_element=label_of_element, label_of_model=label_of_model) @@ -53,81 +180,180 @@ def _do_modeling(self): self._add_effects() def _create_variables_and_constraints(self): - size_min, size_max = (self.parameters.minimum_or_fixed_size, self.parameters.maximum_or_fixed_size) + """Create timing variables and constraints.""" + # Regular sizing =============================================================================================== + self._create_sizing_variables_and_constraints( + size_min=self.parameters.minimum_or_fixed_size, + size_max=self.parameters.maximum_or_fixed_size, + mandatory=self.parameters.mandatory, + dims=['period', 'scenario'], + force_available=True, + ) + + self._track_investment_and_decomissioning_period() + self._track_investment_and_decomissioning_size() + self._track_lifetime() + self._apply_investment_period_constraints() + + def _track_investment_and_decomissioning_period(self): + """Track investment and decomissioning period absed on binary state variable.""" self.add_variables( - short_name='size', - lower=0 if self.parameters.optional else size_min, - upper=size_max, - coords=self._model.get_coords(['year', 'scenario']), + binary=True, + coords=self._model.get_coords(['period', 'scenario']), + short_name='size|investment_occurs', + ) + self.add_constraints( + self.investment_occurs.sum('period') <= 1, + short_name='invest_once', ) - if self.parameters.optional: - self.add_variables( - binary=True, - coords=self._model.get_coords(['year', 'scenario']), - short_name='is_invested', + self.add_variables( + binary=True, + coords=self._model.get_coords(['period', 'scenario']), + short_name='size|decommissioning_occurs', + ) + self.add_constraints( + self.decommissioning_occurs.sum('period') <= 1, + short_name='decommission_once', + ) + + BoundingPatterns.state_transition_bounds( + self, + state_variable=self.available, + switch_on=self.investment_occurs, + switch_off=self.decommissioning_occurs, + name=self.available.name, + previous_state=0, + coord='period', + ) + + def _track_investment_and_decomissioning_size(self): + self.add_variables( + coords=self._model.get_coords(['period', 'scenario']), + short_name='size|increase', + lower=0, + upper=self.parameters.maximum_or_fixed_size, + ) + self.add_variables( + coords=self._model.get_coords(['period', 'scenario']), + short_name='size|decrease', + lower=0, + upper=self.parameters.maximum_or_fixed_size, + ) + BoundingPatterns.link_changes_to_level_with_binaries( + self, + level_variable=self.size, + increase_variable=self.size_increase, + decrease_variable=self.size_decrease, + increase_binary=self.investment_occurs, + decrease_binary=self.decommissioning_occurs, + name=f'{self.label_of_element}|size|changes', + max_change=self.parameters.maximum_or_fixed_size, + previous_level=0 + if self.parameters.previous_lifetime is None + else self.size.isel(period=0), # TODO: What value? + coord='period', + ) + + def _track_lifetime(self): + periods = self._model.flow_system.fit_to_model_coords( + 'periods', self._model.flow_system.periods.values, dims=['period', 'scenario'] + ) + + # Calculate decommissioning periods (vectorized) + is_first = periods == periods.isel(period=0) + decom_period = periods + self.parameters.lifetime - xr.where(is_first, self.parameters.previous_lifetime, 0) + + # Map to available periods (drop invalid ones for sel to work) + valid = decom_period.where(decom_period <= self._model.flow_system.periods.values[-1], drop=True) + avail_decom = periods.sel(period=valid, method='bfill').assign_coords(period=valid.period) + + # One constraint per unique decommissioning period + for decom_val in np.unique(avail_decom.values): + mask = (avail_decom == decom_val).reindex_like(periods).fillna(0) + self.add_constraints( + self.investment_occurs.where(mask).sum('period') == self.decommissioning_occurs.sel(period=decom_val), + short_name=f'size|lifetime{int(decom_val)}', ) - BoundingPatterns.bounds_with_state( - self, - variable=self.size, - variable_state=self.is_invested, - bounds=(self.parameters.minimum_or_fixed_size, self.parameters.maximum_or_fixed_size), + def _apply_investment_period_constraints(self): + # Constraint: Apply allow_investment restrictions + if (self.parameters.allow_investment == 0).any(): + if (self.parameters.allow_investment == 0).all('period'): + logger.error(f'In "{self.label_full}": Need to allow Investment in at least one period.') + self.add_constraints( + self.investment_occurs <= self.parameters.allow_investment, + short_name='allow_investment', ) - if self.parameters.piecewise_effects: - self.piecewise_effects = self.add_submodels( - PiecewiseEffectsModel( - model=self._model, - label_of_element=self.label_of_element, - label_of_model=f'{self.label_of_element}|PiecewiseEffects', - piecewise_origin=(self.size.name, self.parameters.piecewise_effects.piecewise_origin), - piecewise_shares=self.parameters.piecewise_effects.piecewise_shares, - zero_point=self.is_invested, - ), - short_name='segments', + # If a specific period is forced, investment must occur there + if (self.parameters.force_investment == 1).any(): + if (self.parameters.force_investment.sum('period') > 1).any(): + raise ValueError('Can not force Investment in more than one period') + self.add_constraints( + self.investment_occurs == self.parameters.force_investment, + short_name='force_investment', ) def _add_effects(self): - """Add investment effects""" - if self.parameters.fix_effects: + """Add investment effects to the model.""" + self._add_sizing_effects( + self.parameters.effects_per_size, + self.parameters.effects_of_size, + ) + + # New kind of effects ========================================================================================== + + if self.parameters.effects_of_investment: + # Effects depending on when the investment is made + remapped_variable = self.investment_occurs.rename({'period': 'period_of_investment'}) + self._model.effects.add_share_to_effects( name=self.label_of_element, expressions={ - effect: self.is_invested * factor if self.is_invested is not None else factor - for effect, factor in self.parameters.fix_effects.items() + effect: (remapped_variable * factor).sum('period_of_investment') + for effect, factor in self.parameters.effects_of_investment.items() }, - target='invest', + target='periodic', ) - if self.parameters.divest_effects and self.parameters.optional: + if self.parameters.effects_of_investment_per_size: + # Effects depending on when the investment is made proportional to investment size + remapped_variable = self.size_increase.rename({'period': 'period_of_investment'}) + self._model.effects.add_share_to_effects( name=self.label_of_element, expressions={ - effect: -self.is_invested * factor + factor - for effect, factor in self.parameters.divest_effects.items() + effect: (remapped_variable * factor).sum('period_of_investment') + for effect, factor in self.parameters.effects_of_investment_per_size.items() }, - target='invest', + target='periodic', ) - if self.parameters.specific_effects: - self._model.effects.add_share_to_effects( - name=self.label_of_element, - expressions={effect: self.size * factor for effect, factor in self.parameters.specific_effects.items()}, - target='invest', - ) + @property + def investment_occurs(self) -> linopy.Variable: + """Binary variable indicating when investment occurs (at most one period)""" + return self._variables['size|investment_occurs'] @property - def size(self) -> linopy.Variable: - """Investment size variable""" - return self._variables['size'] + def decommissioning_occurs(self) -> linopy.Variable: + """Binary decrease decision variable""" + return self._variables['size|decommissioning_occurs'] @property - def is_invested(self) -> linopy.Variable | None: - """Binary investment decision variable""" - if 'is_invested' not in self._variables: - return None - return self._variables['is_invested'] + def is_invested(self) -> linopy.Variable: + """Binary variable indicating which periods have active investment""" + return self._variables['ava'] + + @property + def size_decrease(self) -> linopy.Variable: + """Binary decrease decision variable""" + return self._variables['size|decrease'] + + @property + def size_increase(self) -> linopy.Variable: + """Binary increase decision variable""" + return self._variables['size|increase'] class OnOffModel(Submodel): @@ -175,7 +401,7 @@ def _do_modeling(self): self.parameters.on_hours_total_max if self.parameters.on_hours_total_max is not None else np.inf, ), # TODO: self._model.hours_per_step.sum('time').item() + self._get_previous_on_duration()) short_name='on_hours_total', - coords=['year', 'scenario'], + coords=['period', 'scenario'], ) # 4. Switch tracking using existing pattern @@ -197,7 +423,7 @@ def _do_modeling(self): count = self.add_variables( lower=0, upper=self.parameters.switch_on_total_max, - coords=self._model.get_coords(('year', 'scenario')), + coords=self._model.get_coords(('period', 'scenario')), short_name='switch|count', ) self.add_constraints(count == self.switch_on.sum('time'), short_name='switch|count') @@ -210,6 +436,8 @@ def _do_modeling(self): short_name='consecutive_on_hours', minimum_duration=self.parameters.consecutive_on_hours_min, maximum_duration=self.parameters.consecutive_on_hours_max, + duration_per_step=self.hours_per_step, + duration_dim='time', previous_duration=self._get_previous_on_duration(), ) @@ -221,6 +449,8 @@ def _do_modeling(self): short_name='consecutive_off_hours', minimum_duration=self.parameters.consecutive_off_hours_min, maximum_duration=self.parameters.consecutive_off_hours_max, + duration_per_step=self.hours_per_step, + duration_dim='time', previous_duration=self._get_previous_off_duration(), ) # TODO: @@ -236,7 +466,7 @@ def _add_effects(self): effect: self.on * factor * self._model.hours_per_step for effect, factor in self.parameters.effects_per_running_hour.items() }, - target='operation', + target='temporal', ) if self.parameters.effects_per_switch_on: @@ -245,15 +475,15 @@ def _add_effects(self): expressions={ effect: self.switch_on * factor for effect, factor in self.parameters.effects_per_switch_on.items() }, - target='operation', + target='temporal', ) # Properties access variables from Submodel's tracking system @property - def total_on_hours(self) -> linopy.Variable | None: + def on_hours_total(self) -> linopy.Variable: """Total on hours variable""" - return self['total_on_hours'] + return self['on_hours_total'] @property def off(self) -> linopy.Variable | None: @@ -310,35 +540,34 @@ def __init__( model: FlowSystemModel, label_of_element: str, label_of_model: str, - as_time_series: bool = True, + dims: FlowSystemDimensions | None, ): self.inside_piece: linopy.Variable | None = None self.lambda0: linopy.Variable | None = None self.lambda1: linopy.Variable | None = None - self._as_time_series = as_time_series + self.dims = dims super().__init__(model, label_of_element, label_of_model) def _do_modeling(self): super()._do_modeling() - dims = ('time', 'year', 'scenario') if self._as_time_series else ('year', 'scenario') self.inside_piece = self.add_variables( binary=True, short_name='inside_piece', - coords=self._model.get_coords(dims=dims), + coords=self._model.get_coords(dims=self.dims), ) self.lambda0 = self.add_variables( lower=0, upper=1, short_name='lambda0', - coords=self._model.get_coords(dims=dims), + coords=self._model.get_coords(dims=self.dims), ) self.lambda1 = self.add_variables( lower=0, upper=1, short_name='lambda1', - coords=self._model.get_coords(dims=dims), + coords=self._model.get_coords(dims=self.dims), ) # eq: lambda0(t) + lambda1(t) = inside_piece(t) @@ -353,7 +582,7 @@ def __init__( label_of_model: str, piecewise_variables: dict[str, Piecewise], zero_point: bool | linopy.Variable | None, - as_time_series: bool, + dims: FlowSystemDimensions | None, ): """ Modeling a Piecewise relation between miultiple variables. @@ -363,14 +592,14 @@ def __init__( Args: model: The FlowSystemModel that is used to create the model. label_of_element: The label of the parent (Element). Used to construct the full label of the model. - label: The label of the model. Used to construct the full label of the model. + label_of_model: The label of the model. Used to construct the full label of the model. piecewise_variables: The variables to which the Pieces are assigned. zero_point: A variable that can be used to define a zero point for the Piecewise relation. If None or False, no zero point is defined. - as_time_series: Whether the Piecewise relation is defined for a TimeSeries or a single variable. + dims: The dimensions used for variable creation. If None, all dimensions are used. """ self._piecewise_variables = piecewise_variables self._zero_point = zero_point - self._as_time_series = as_time_series + self.dims = dims self.pieces: list[PieceModel] = [] self.zero_point: linopy.Variable | None = None @@ -378,13 +607,18 @@ def __init__( def _do_modeling(self): super()._do_modeling() + # Validate all piecewise variables have the same number of segments + segment_counts = [len(pw) for pw in self._piecewise_variables.values()] + if not all(count == segment_counts[0] for count in segment_counts): + raise ValueError(f'All piecewises must have the same number of pieces, got {segment_counts}') + for i in range(len(list(self._piecewise_variables.values())[0])): new_piece = self.add_submodels( PieceModel( model=self._model, label_of_element=self.label_of_element, label_of_model=f'{self.label_of_element}|Piece_{i}', - as_time_series=self._as_time_series, + dims=self.dims, ), short_name=f'Piece_{i}', ) @@ -413,7 +647,7 @@ def _do_modeling(self): rhs = self.zero_point elif self._zero_point is True: self.zero_point = self.add_variables( - coords=self._model.get_coords(('year', 'scenario') if self._as_time_series else None), + coords=self._model.get_coords(self.dims), binary=True, short_name='zero_point', ) @@ -438,9 +672,13 @@ def __init__( piecewise_shares: dict[str, Piecewise], zero_point: bool | linopy.Variable | None, ): - assert len(piecewise_origin[1]) == len(list(piecewise_shares.values())[0]), ( - 'Piece length of variable_segments and share_segments must be equal' - ) + origin_count = len(piecewise_origin[1]) + share_counts = [len(pw) for pw in piecewise_shares.values()] + if not all(count == origin_count for count in share_counts): + raise ValueError( + f'Piece count mismatch: piecewise_origin has {origin_count} segments, ' + f'but piecewise_shares have {share_counts}' + ) self._zero_point = zero_point self._piecewise_origin = piecewise_origin self._piecewise_shares = piecewise_shares @@ -452,7 +690,7 @@ def __init__( def _do_modeling(self): self.shares = { - effect: self.add_variables(coords=self._model.get_coords(['year', 'scenario']), short_name=effect) + effect: self.add_variables(coords=self._model.get_coords(['period', 'scenario']), short_name=effect) for effect in self._piecewise_shares } @@ -470,7 +708,7 @@ def _do_modeling(self): label_of_element=self.label_of_element, piecewise_variables=piecewise_variables, zero_point=self._zero_point, - as_time_series=False, + dims=('period', 'scenario'), label_of_model=f'{self.label_of_element}|PiecewiseEffects', ), short_name='PiecewiseEffects', @@ -480,7 +718,7 @@ def _do_modeling(self): self._model.effects.add_share_to_effects( name=self.label_of_element, expressions={effect: variable * 1 for effect, variable in self.shares.items()}, - target='invest', + target='periodic', ) @@ -522,22 +760,21 @@ def _do_modeling(self): lower=self._total_min, upper=self._total_max, coords=self._model.get_coords([dim for dim in self._dims if dim != 'time']), + name=self.label_full, short_name='total', ) # eq: sum = sum(share_i) # skalar - self._eq_total = self.add_constraints(self.total == 0, short_name='total') + self._eq_total = self.add_constraints(self.total == 0, name=self.label_full) if 'time' in self._dims: self.total_per_timestep = self.add_variables( lower=-np.inf if (self._min_per_hour is None) else self._min_per_hour * self._model.hours_per_step, upper=np.inf if (self._max_per_hour is None) else self._max_per_hour * self._model.hours_per_step, coords=self._model.get_coords(self._dims), - short_name='total_per_timestep', + short_name='per_timestep', ) - self._eq_total_per_timestep = self.add_constraints( - self.total_per_timestep == 0, short_name='total_per_timestep' - ) + self._eq_total_per_timestep = self.add_constraints(self.total_per_timestep == 0, short_name='per_timestep') # Add it to the total self._eq_total.lhs -= self.total_per_timestep.sum(dim='time') @@ -564,8 +801,8 @@ def add_share( else: if 'time' in dims and 'time' not in self._dims: raise ValueError('Cannot add share with time-dim to a model without time-dim') - if 'year' in dims and 'year' not in self._dims: - raise ValueError('Cannot add share with year-dim to a model without year-dim') + if 'period' in dims and 'period' not in self._dims: + raise ValueError('Cannot add share with period-dim to a model without period-dim') if 'scenario' in dims and 'scenario' not in self._dims: raise ValueError('Cannot add share with scenario-dim to a model without scenario-dim') diff --git a/flixopt/flow_system.py b/flixopt/flow_system.py index 10651b5ed..9bc7f7f99 100644 --- a/flixopt/flow_system.py +++ b/flixopt/flow_system.py @@ -4,21 +4,23 @@ from __future__ import annotations -import json import logging import warnings +from itertools import chain from typing import TYPE_CHECKING, Any, Literal, Optional import numpy as np import pandas as pd import xarray as xr +from . import io as fx_io +from .config import CONFIG from .core import ( ConversionError, DataConverter, FlowSystemDimensions, - NonTemporalData, - NonTemporalDataUser, + PeriodicData, + PeriodicDataUser, TemporalData, TemporalDataUser, TimeSeriesData, @@ -26,13 +28,13 @@ from .effects import ( Effect, EffectCollection, - NonTemporalEffects, - NonTemporalEffectsUser, + PeriodicEffects, + PeriodicEffectsUser, TemporalEffects, TemporalEffectsUser, ) from .elements import Bus, Component, Flow -from .structure import Element, FlowSystemModel, Interface +from .structure import CompositeContainerMixin, Element, ElementContainer, FlowSystemModel, Interface if TYPE_CHECKING: import pathlib @@ -43,46 +45,124 @@ logger = logging.getLogger('flixopt') -class FlowSystem(Interface): +class FlowSystem(Interface, CompositeContainerMixin[Element]): """ - A FlowSystem organizes the high level Elements (Components, Buses & Effects). + A FlowSystem organizes the high level Elements (Components, Buses, Effects & Flows). - This is the main container class that users work with to build and manage their System. + This is the main container class that users work with to build and manage their energy or material flow system. + FlowSystem provides both direct container access (via .components, .buses, .effects, .flows) and a unified + dict-like interface for accessing any element by label across all container types. Args: - timesteps: The timesteps of the model. - years: The years of the model. - scenarios: The scenarios of the model. - hours_of_last_timestep: The duration of the last time step. Uses the last time interval if not specified - hours_of_previous_timesteps: The duration of previous timesteps. - If None, the first time increment of time_series is used. - This is needed to calculate previous durations (for example consecutive_on_hours). - If you use an array, take care that its long enough to cover all previous values! - weights: The weights of each year and scenario. If None, all have the same weight (normalized to 1). Its recommended to scale the weights to sum up to 1. + timesteps: The timesteps of the model. + periods: The periods of the model. + scenarios: The scenarios of the model. + hours_of_last_timestep: The duration of the last time step. Uses the last time interval if not specified + hours_of_previous_timesteps: The duration of previous timesteps. + If None, the first time increment of time_series is used. + This is needed to calculate previous durations (for example consecutive_on_hours). + If you use an array, take care that its long enough to cover all previous values! + weights: The weights of each period and scenario. If None, all scenarios have the same weight (normalized to 1). + Its recommended to normalize the weights to sum up to 1. + scenario_independent_sizes: Controls whether investment sizes are equalized across scenarios. + - True: All sizes are shared/equalized across scenarios + - False: All sizes are optimized separately per scenario + - list[str]: Only specified components (by label_full) are equalized across scenarios + scenario_independent_flow_rates: Controls whether flow rates are equalized across scenarios. + - True: All flow rates are shared/equalized across scenarios + - False: All flow rates are optimized separately per scenario + - list[str]: Only specified flows (by label_full) are equalized across scenarios + + Examples: + Creating a FlowSystem and accessing elements: + + >>> import flixopt as fx + >>> import pandas as pd + >>> timesteps = pd.date_range('2023-01-01', periods=24, freq='h') + >>> flow_system = fx.FlowSystem(timesteps) + >>> + >>> # Add elements to the system + >>> boiler = fx.Component('Boiler', inputs=[heat_flow], on_off_parameters=...) + >>> heat_bus = fx.Bus('Heat', excess_penalty_per_flow_hour=1e4) + >>> costs = fx.Effect('costs', is_objective=True, is_standard=True) + >>> flow_system.add_elements(boiler, heat_bus, costs) + + Unified dict-like access (recommended for most cases): + + >>> # Access any element by label, regardless of type + >>> boiler = flow_system['Boiler'] # Returns Component + >>> heat_bus = flow_system['Heat'] # Returns Bus + >>> costs = flow_system['costs'] # Returns Effect + >>> + >>> # Check if element exists + >>> if 'Boiler' in flow_system: + ... print('Boiler found in system') + >>> + >>> # Iterate over all elements + >>> for label in flow_system.keys(): + ... element = flow_system[label] + ... print(f'{label}: {type(element).__name__}') + >>> + >>> # Get all element labels and objects + >>> all_labels = list(flow_system.keys()) + >>> all_elements = list(flow_system.values()) + >>> for label, element in flow_system.items(): + ... print(f'{label}: {element}') + + Direct container access for type-specific operations: + + >>> # Access specific container when you need type filtering + >>> for component in flow_system.components.values(): + ... print(f'{component.label}: {len(component.inputs)} inputs') + >>> + >>> # Access buses directly + >>> for bus in flow_system.buses.values(): + ... print(f'{bus.label}') + >>> + >>> # Flows are automatically collected from all components + >>> for flow in flow_system.flows.values(): + ... print(f'{flow.label_full}: {flow.size}') + >>> + >>> # Access effects + >>> for effect in flow_system.effects.values(): + ... print(f'{effect.label}') Notes: + - The dict-like interface (`flow_system['element']`) searches across all containers + (components, buses, effects, flows) to find the element with the matching label. + - Element labels must be unique across all container types. Attempting to add + elements with duplicate labels will raise an error, ensuring each label maps to exactly one element. + - The `.all_elements` property is deprecated. Use the dict-like interface instead: + `flow_system['element']`, `'element' in flow_system`, `flow_system.keys()`, + `flow_system.values()`, or `flow_system.items()`. + - Direct container access (`.components`, `.buses`, `.effects`, `.flows`) is useful + when you need type-specific filtering or operations. + - The `.flows` container is automatically populated from all component inputs and outputs. - Creates an empty registry for components and buses, an empty EffectCollection, and a placeholder for a SystemModel. - - The instance starts disconnected (self._connected == False) and will be connected automatically when trying to solve a calculation. + - The instance starts disconnected (self._connected_and_transformed == False) and will be + connected_and_transformed automatically when trying to solve a calculation. """ + model: FlowSystemModel | None + def __init__( self, timesteps: pd.DatetimeIndex, - years: pd.Index | None = None, + periods: pd.Index | None = None, scenarios: pd.Index | None = None, - hours_of_last_timestep: float | None = None, + hours_of_last_timestep: int | float | None = None, hours_of_previous_timesteps: int | float | np.ndarray | None = None, - weights: NonTemporalDataUser | None = None, + weights: PeriodicDataUser | None = None, + scenario_independent_sizes: bool | list[str] = True, + scenario_independent_flow_rates: bool | list[str] = False, ): self.timesteps = self._validate_timesteps(timesteps) - - self.timesteps_extra = self._create_timesteps_with_extra(timesteps, hours_of_last_timestep) + self.timesteps_extra = self._create_timesteps_with_extra(self.timesteps, hours_of_last_timestep) self.hours_of_previous_timesteps = self._calculate_hours_of_previous_timesteps( - timesteps, hours_of_previous_timesteps + self.timesteps, hours_of_previous_timesteps ) - self.years = None if years is None else self._validate_years(years) - + self.periods = None if periods is None else self._validate_periods(periods) self.scenarios = None if scenarios is None else self._validate_scenarios(scenarios) self.weights = weights @@ -94,8 +174,8 @@ def __init__( self.hours_per_timestep = self.fit_to_model_coords('hours_per_timestep', hours_per_timestep) # Element collections - self.components: dict[str, Component] = {} - self.buses: dict[str, Bus] = {} + self.components: ElementContainer[Component] = ElementContainer(element_type_name='components') + self.buses: ElementContainer[Bus] = ElementContainer(element_type_name='buses') self.effects: EffectCollection = EffectCollection() self.model: FlowSystemModel | None = None @@ -103,6 +183,11 @@ def __init__( self._used_in_calculation = False self._network_app = None + self._flows_cache: ElementContainer[Flow] | None = None + + # Use properties to validate and store scenario dimension settings + self.scenario_independent_sizes = scenario_independent_sizes + self.scenario_independent_flow_rates = scenario_independent_flow_rates @staticmethod def _validate_timesteps(timesteps: pd.DatetimeIndex) -> pd.DatetimeIndex: @@ -134,27 +219,27 @@ def _validate_scenarios(scenarios: pd.Index) -> pd.Index: return scenarios @staticmethod - def _validate_years(years: pd.Index) -> pd.Index: + def _validate_periods(periods: pd.Index) -> pd.Index: """ - Validate and prepare year index. + Validate and prepare period index. Args: - years: The year index to validate + periods: The period index to validate """ - if not isinstance(years, pd.Index) or len(years) == 0: - raise ConversionError(f'Years must be a non-empty Index. Got {years}') + if not isinstance(periods, pd.Index) or len(periods) == 0: + raise ConversionError(f'Periods must be a non-empty Index. Got {periods}') if not ( - years.dtype.kind == 'i' # integer dtype - and years.is_monotonic_increasing # rising - and years.is_unique + periods.dtype.kind == 'i' # integer dtype + and periods.is_monotonic_increasing # rising + and periods.is_unique ): - raise ConversionError(f'Years must be a monotonically increasing and unique Index. Got {years}') + raise ConversionError(f'Periods must be a monotonically increasing and unique Index. Got {periods}') - if years.name != 'year': - years = years.rename('year') + if periods.name != 'period': + periods = periods.rename('period') - return years + return periods @staticmethod def _create_timesteps_with_extra( @@ -218,7 +303,7 @@ def _create_reference_structure(self) -> tuple[dict, dict[str, xr.DataArray]]: # Extract from effects effects_structure = {} - for effect in self.effects: + for effect in self.effects.values(): effect_structure, effect_arrays = effect._create_reference_structure() all_extracted_arrays.update(effect_arrays) effects_structure[effect.label] = effect_structure @@ -261,13 +346,15 @@ def from_dataset(cls, ds: xr.Dataset) -> FlowSystem: # Create FlowSystem instance with constructor parameters flow_system = cls( timesteps=ds.indexes['time'], - years=ds.indexes.get('year'), + periods=ds.indexes.get('period'), scenarios=ds.indexes.get('scenario'), weights=cls._resolve_dataarray_reference(reference_structure['weights'], arrays_dict) if 'weights' in reference_structure else None, hours_of_last_timestep=reference_structure.get('hours_of_last_timestep'), hours_of_previous_timesteps=reference_structure.get('hours_of_previous_timesteps'), + scenario_independent_sizes=reference_structure.get('scenario_independent_sizes', True), + scenario_independent_flow_rates=reference_structure.get('scenario_independent_flow_rates', False), ) # Restore components @@ -346,17 +433,15 @@ def to_json(self, path: str | pathlib.Path): def fit_to_model_coords( self, name: str, - data: TemporalDataUser | NonTemporalDataUser | None, - has_time_dim: bool = True, + data: TemporalDataUser | PeriodicDataUser | None, dims: Collection[FlowSystemDimensions] | None = None, - ) -> TemporalData | NonTemporalData | None: + ) -> TemporalData | PeriodicData | None: """ Fit data to model coordinate system (currently time, but extensible). Args: name: Name of the data data: Data to fit to model coordinates - has_time_dim: Wether to use the time dimension or not dims: Collection of dimension names to use for fitting. If None, all dimensions are used. Returns: @@ -365,18 +450,9 @@ def fit_to_model_coords( if data is None: return None - if dims is None: - coords = self.coords + coords = self.coords - if not has_time_dim: - warnings.warn( - 'has_time_dim is deprecated. Please pass dims to fit_to_model_coords instead.', - DeprecationWarning, - stacklevel=2, - ) - coords.pop('time') - else: - coords = self.coords + if dims is not None: coords = {k: coords[k] for k in dims if k in coords} # Rest of your method stays the same, just pass coords @@ -397,11 +473,11 @@ def fit_to_model_coords( def fit_effects_to_model_coords( self, label_prefix: str | None, - effect_values: TemporalEffectsUser | NonTemporalEffectsUser | None, + effect_values: TemporalEffectsUser | PeriodicEffectsUser | None, label_suffix: str | None = None, - has_time_dim: bool = True, dims: Collection[FlowSystemDimensions] | None = None, - ) -> TemporalEffects | NonTemporalEffects | None: + delimiter: str = '|', + ) -> TemporalEffects | PeriodicEffects | None: """ Transform EffectValues from the user to Internal Datatypes aligned with model coordinates. """ @@ -412,9 +488,8 @@ def fit_effects_to_model_coords( return { effect: self.fit_to_model_coords( - '|'.join(filter(None, [label_prefix, effect, label_suffix])), + str(delimiter).join(filter(None, [label_prefix, effect, label_suffix])), value, - has_time_dim=has_time_dim, dims=dims, ) for effect, value in effect_values_dict.items() @@ -426,15 +501,10 @@ def connect_and_transform(self): logger.debug('FlowSystem already connected and transformed') return - self.weights = self.fit_to_model_coords('weights', self.weights, dims=['year', 'scenario']) - if self.weights is not None and self.weights.sum() != 1: - logger.warning( - f'Scenario weights are not normalized to 1. This is recomended for a better scaled model. ' - f'Sum of weights={self.weights.sum().item()}' - ) + self.weights = self.fit_to_model_coords('weights', self.weights, dims=['period', 'scenario']) self._connect_network() - for element in list(self.components.values()) + list(self.effects.effects.values()) + list(self.buses.values()): + for element in chain(self.components.values(), self.effects.values(), self.buses.values()): element.transform_data(self) self._connected_and_transformed = True @@ -464,13 +534,19 @@ def add_elements(self, *elements: Element) -> None: f'Tried to add incompatible object to FlowSystem: {type(new_element)=}: {new_element=} ' ) - def create_model(self) -> FlowSystemModel: + def create_model(self, normalize_weights: bool = True) -> FlowSystemModel: + """ + Create a linopy model from the FlowSystem. + + Args: + normalize_weights: Whether to automatically normalize the weights (periods and scenarios) to sum up to 1 when solving. + """ if not self.connected_and_transformed: raise RuntimeError( 'FlowSystem is not connected_and_transformed. Call FlowSystem.connect_and_transform() first.' ) - self.submodel = FlowSystemModel(self) - return self.submodel + self.model = FlowSystemModel(self, normalize_weights) + return self.model def plot_network( self, @@ -479,7 +555,7 @@ def plot_network( | list[ Literal['nodes', 'edges', 'layout', 'interaction', 'manipulation', 'physics', 'selection', 'renderer'] ] = True, - show: bool = False, + show: bool | None = None, ) -> pyvis.network.Network | None: """ Visualizes the network structure of a FlowSystem using PyVis, saving it as an interactive HTML file. @@ -509,7 +585,9 @@ def plot_network( from . import plotting node_infos, edge_infos = self.network_infos() - return plotting.plot_network(node_infos, edge_infos, path, controls, show) + return plotting.plot_network( + node_infos, edge_infos, path, controls, show if show is not None else CONFIG.Plotting.default_show + ) def start_network_app(self): """Visualizes the network structure of a FlowSystem using Dash, Cytoscape, and networkx. @@ -553,7 +631,7 @@ def stop_network_app(self): ) if self._network_app is None: - logger.warning('No network app is currently running. Cant stop it') + logger.warning("No network app is currently running. Can't stop it") return try: @@ -574,7 +652,7 @@ def network_infos(self) -> tuple[dict[str, dict[str, str]], dict[str, dict[str, 'class': 'Bus' if isinstance(node, Bus) else 'Component', 'infos': node.__str__(), } - for node in list(self.components.values()) + list(self.buses.values()) + for node in chain(self.components.values(), self.buses.values()) } edges = { @@ -596,10 +674,8 @@ def _check_if_element_is_unique(self, element: Element) -> None: Args: element: new element to check """ - if element in self.all_elements.values(): - raise ValueError(f'Element {element.label_full} already added to FlowSystem!') # check if name is already used: - if element.label_full in self.all_elements: + if element.label_full in self: raise ValueError(f'Label of Element {element.label_full} already used in another element!') def _add_effects(self, *args: Effect) -> None: @@ -609,13 +685,15 @@ def _add_components(self, *components: Component) -> None: for new_component in list(components): logger.info(f'Registered new Component: {new_component.label_full}') self._check_if_element_is_unique(new_component) # check if already exists: - self.components[new_component.label_full] = new_component # Add to existing components + self.components.add(new_component) # Add to existing components + self._flows_cache = None # Invalidate flows cache def _add_buses(self, *buses: Bus): for new_bus in list(buses): logger.info(f'Registered new Bus: {new_bus.label_full}') self._check_if_element_is_unique(new_bus) # check if already exists: - self.buses[new_bus.label_full] = new_bus # Add to existing components + self.buses.add(new_bus) # Add to existing buses + self._flows_cache = None # Invalidate flows cache def _connect_network(self): """Connects the network of components and buses. Can be rerun without changes if no elements were added""" @@ -625,7 +703,7 @@ def _connect_network(self): flow.is_input_in_component = True if flow in component.inputs else False # Add Bus if not already added (deprecated) - if flow._bus_object is not None and flow._bus_object not in self.buses.values(): + if flow._bus_object is not None and flow._bus_object.label_full not in self.buses: warnings.warn( f'The Bus {flow._bus_object.label_full} was added to the FlowSystem from {flow.label_full}.' f'This is deprecated and will be removed in the future. ' @@ -652,41 +730,40 @@ def _connect_network(self): ) def __repr__(self) -> str: - """Compact representation for debugging.""" - status = '✓' if self.connected_and_transformed else '⚠' - return ( - f'FlowSystem({len(self.timesteps)} timesteps ' - f'[{self.timesteps[0].strftime("%Y-%m-%d")} to {self.timesteps[-1].strftime("%Y-%m-%d")}], ' - f'{len(self.components)} Components, {len(self.buses)} Buses, {len(self.effects)} Effects, {status})' - ) + """Return a detailed string representation showing all containers.""" + r = fx_io.format_title_with_underline('FlowSystem', '=') - def __str__(self) -> str: - """Structured summary for users.""" - - def format_elements(element_names: list, label: str, alignment: int = 12): - name_list = ', '.join(element_names[:3]) - if len(element_names) > 3: - name_list += f' ... (+{len(element_names) - 3} more)' + # Timestep info + time_period = f'{self.timesteps[0].date()} to {self.timesteps[-1].date()}' + freq_str = str(self.timesteps.freq).replace('<', '').replace('>', '') if self.timesteps.freq else 'irregular' + r += f'Timesteps: {len(self.timesteps)} ({freq_str}) [{time_period}]\n' + + # Add periods if present + if self.periods is not None: + period_names = ', '.join(str(p) for p in self.periods[:3]) + if len(self.periods) > 3: + period_names += f' ... (+{len(self.periods) - 3} more)' + r += f'Periods: {len(self.periods)} ({period_names})\n' + else: + r += 'Periods: None\n' - suffix = f' ({name_list})' if element_names else '' - padding = alignment - len(label) - 1 # -1 for the colon - return f'{label}:{"":<{padding}} {len(element_names)}{suffix}' + # Add scenarios if present + if self.scenarios is not None: + scenario_names = ', '.join(str(s) for s in self.scenarios[:3]) + if len(self.scenarios) > 3: + scenario_names += f' ... (+{len(self.scenarios) - 3} more)' + r += f'Scenarios: {len(self.scenarios)} ({scenario_names})\n' + else: + r += 'Scenarios: None\n' - time_period = f'Time period: {self.timesteps[0].date()} to {self.timesteps[-1].date()}' - freq_str = str(self.timesteps.freq).replace('<', '').replace('>', '') if self.timesteps.freq else 'irregular' + # Add status + status = '✓' if self.connected_and_transformed else '⚠' + r += f'Status: {status}\n' - lines = [ - 'FlowSystem Overview:', - f'{"─" * 50}', - time_period, - f'Timesteps: {len(self.timesteps)} ({freq_str})', - format_elements(list(self.components.keys()), 'Components'), - format_elements(list(self.buses.keys()), 'Buses'), - format_elements(list(self.effects.effects.keys()), 'Effects'), - f'Status: {"Connected & Transformed" if self.connected_and_transformed else "Not connected"}', - ] + # Add grouped container view + r += '\n' + self._format_grouped_containers() - return '\n'.join(lines) + return r def __eq__(self, other: FlowSystem): """Check if two FlowSystems are equal by comparing their dataset representations.""" @@ -706,44 +783,52 @@ def __eq__(self, other: FlowSystem): return True - def __getitem__(self, item) -> Element: - """Get element by exact label with helpful error messages.""" - if item in self.all_elements: - return self.all_elements[item] - - # Provide helpful error with suggestions - from difflib import get_close_matches - - suggestions = get_close_matches(item, self.all_elements.keys(), n=3, cutoff=0.6) - - if suggestions: - suggestion_str = ', '.join(f"'{s}'" for s in suggestions) - raise KeyError(f"Element '{item}' not found. Did you mean: {suggestion_str}?") - else: - raise KeyError(f"Element '{item}' not found in FlowSystem") - - def __contains__(self, item: str) -> bool: - """Check if element exists in the FlowSystem.""" - return item in self.all_elements - - def __iter__(self): - """Iterate over element labels.""" - return iter(self.all_elements.keys()) + def _get_container_groups(self) -> dict[str, ElementContainer]: + """Return ordered container groups for CompositeContainerMixin.""" + return { + 'Components': self.components, + 'Buses': self.buses, + 'Effects': self.effects, + 'Flows': self.flows, + } @property - def flows(self) -> dict[str, Flow]: - set_of_flows = {flow for comp in self.components.values() for flow in comp.inputs + comp.outputs} - return {flow.label_full: flow for flow in set_of_flows} + def flows(self) -> ElementContainer[Flow]: + if self._flows_cache is None: + flows = [f for c in self.components.values() for f in c.inputs + c.outputs] + # Deduplicate by id and sort for reproducibility + flows = sorted({id(f): f for f in flows}.values(), key=lambda f: f.label_full.lower()) + self._flows_cache = ElementContainer(flows, element_type_name='flows') + return self._flows_cache @property def all_elements(self) -> dict[str, Element]: - return {**self.components, **self.effects.effects, **self.flows, **self.buses} + """ + Get all elements as a dictionary. + + .. deprecated:: 3.2.0 + Use dict-like interface instead: `flow_system['element']`, `'element' in flow_system`, + `flow_system.keys()`, `flow_system.values()`, or `flow_system.items()`. + This property will be removed in v4.0.0. + + Returns: + Dictionary mapping element labels to element objects. + """ + warnings.warn( + "The 'all_elements' property is deprecated. Use dict-like interface instead: " + "flow_system['element'], 'element' in flow_system, flow_system.keys(), " + 'flow_system.values(), or flow_system.items(). ' + 'This property will be removed in v4.0.0.', + DeprecationWarning, + stacklevel=2, + ) + return {**self.components, **self.effects, **self.flows, **self.buses} @property def coords(self) -> dict[FlowSystemDimensions, pd.Index]: active_coords = {'time': self.timesteps} - if self.years is not None: - active_coords['year'] = self.years + if self.periods is not None: + active_coords['period'] = self.periods if self.scenarios is not None: active_coords['scenario'] = self.scenarios return active_coords @@ -752,10 +837,81 @@ def coords(self) -> dict[FlowSystemDimensions, pd.Index]: def used_in_calculation(self) -> bool: return self._used_in_calculation + def _validate_scenario_parameter(self, value: bool | list[str], param_name: str, element_type: str) -> None: + """ + Validate scenario parameter value. + + Args: + value: The value to validate + param_name: Name of the parameter (for error messages) + element_type: Type of elements expected in list (e.g., 'component label_full', 'flow label_full') + + Raises: + TypeError: If value is not bool or list[str] + ValueError: If list contains non-string elements + """ + if isinstance(value, bool): + return # Valid + elif isinstance(value, list): + if not all(isinstance(item, str) for item in value): + raise ValueError(f'{param_name} list must contain only strings ({element_type} values)') + else: + raise TypeError(f'{param_name} must be bool or list[str], got {type(value).__name__}') + + @property + def scenario_independent_sizes(self) -> bool | list[str]: + """ + Controls whether investment sizes are equalized across scenarios. + + Returns: + bool or list[str]: Configuration for scenario-independent sizing + """ + return self._scenario_independent_sizes + + @scenario_independent_sizes.setter + def scenario_independent_sizes(self, value: bool | list[str]) -> None: + """ + Set whether investment sizes should be equalized across scenarios. + + Args: + value: True (all equalized), False (all vary), or list of component label_full strings to equalize + + Raises: + TypeError: If value is not bool or list[str] + ValueError: If list contains non-string elements + """ + self._validate_scenario_parameter(value, 'scenario_independent_sizes', 'Element.label_full') + self._scenario_independent_sizes = value + + @property + def scenario_independent_flow_rates(self) -> bool | list[str]: + """ + Controls whether flow rates are equalized across scenarios. + + Returns: + bool or list[str]: Configuration for scenario-independent flow rates + """ + return self._scenario_independent_flow_rates + + @scenario_independent_flow_rates.setter + def scenario_independent_flow_rates(self, value: bool | list[str]) -> None: + """ + Set whether flow rates should be equalized across scenarios. + + Args: + value: True (all equalized), False (all vary), or list of flow label_full strings to equalize + + Raises: + TypeError: If value is not bool or list[str] + ValueError: If list contains non-string elements + """ + self._validate_scenario_parameter(value, 'scenario_independent_flow_rates', 'Flow.label_full') + self._scenario_independent_flow_rates = value + def sel( self, time: str | slice | list[str] | pd.Timestamp | pd.DatetimeIndex | None = None, - year: int | slice | list[int] | pd.Index | None = None, + period: int | slice | list[int] | pd.Index | None = None, scenario: str | slice | list[str] | pd.Index | None = None, ) -> FlowSystem: """ @@ -763,7 +919,7 @@ def sel( Args: time: Time selection (e.g., slice('2023-01-01', '2023-12-31'), '2023-06-15', or list of times) - year: Year selection (e.g., slice(2023, 2024), or list of years) + period: Period selection (e.g., slice(2023, 2024), or list of periods) scenario: Scenario selection (e.g., slice('scenario1', 'scenario2'), or list of scenarios) Returns: @@ -772,25 +928,27 @@ def sel( if not self.connected_and_transformed: self.connect_and_transform() + ds = self.to_dataset() + # Build indexers dict from non-None parameters indexers = {} if time is not None: indexers['time'] = time - if year is not None: - indexers['year'] = year + if period is not None: + indexers['period'] = period if scenario is not None: indexers['scenario'] = scenario if not indexers: return self.copy() # Return a copy when no selection - selected_dataset = self.to_dataset().sel(**indexers) + selected_dataset = ds.sel(**indexers) return self.__class__.from_dataset(selected_dataset) def isel( self, time: int | slice | list[int] | None = None, - year: int | slice | list[int] | None = None, + period: int | slice | list[int] | None = None, scenario: int | slice | list[int] | None = None, ) -> FlowSystem: """ @@ -798,7 +956,7 @@ def isel( Args: time: Time selection by integer index (e.g., slice(0, 100), 50, or [0, 5, 10]) - year: Year selection by integer index (e.g., slice(0, 100), 50, or [0, 5, 10]) + period: Period selection by integer index (e.g., slice(0, 100), 50, or [0, 5, 10]) scenario: Scenario selection by integer index (e.g., slice(0, 3), 50, or [0, 5, 10]) Returns: @@ -807,25 +965,29 @@ def isel( if not self.connected_and_transformed: self.connect_and_transform() + ds = self.to_dataset() + # Build indexers dict from non-None parameters indexers = {} if time is not None: indexers['time'] = time - if year is not None: - indexers['year'] = year + if period is not None: + indexers['period'] = period if scenario is not None: indexers['scenario'] = scenario if not indexers: return self.copy() # Return a copy when no selection - selected_dataset = self.to_dataset().isel(**indexers) + selected_dataset = ds.isel(**indexers) return self.__class__.from_dataset(selected_dataset) def resample( self, time: str, method: Literal['mean', 'sum', 'max', 'min', 'first', 'last', 'std', 'var', 'median', 'count'] = 'mean', + hours_of_last_timestep: int | float | None = None, + hours_of_previous_timesteps: int | float | np.ndarray | None = None, **kwargs: Any, ) -> FlowSystem: """ @@ -835,10 +997,12 @@ def resample( Args: time: Resampling frequency (e.g., '3h', '2D', '1M') method: Resampling method. Recommended: 'mean', 'first', 'last', 'max', 'min' + hours_of_last_timestep: New duration of the last time step. Defaults to the last time interval of the new timesteps + hours_of_previous_timesteps: New duration of the previous timestep. Defaults to the first time increment of the new timesteps **kwargs: Additional arguments passed to xarray.resample() Returns: - FlowSystem: New FlowSystem with resampled data + FlowSystem: New resampled FlowSystem """ if not self.connected_and_transformed: self.connect_and_transform() @@ -872,6 +1036,10 @@ def resample( else: resampled_dataset = resampled_time_data + # Let FlowSystem recalculate or use explicitly set value + resampled_dataset.attrs['hours_of_last_timestep'] = hours_of_last_timestep + resampled_dataset.attrs['hours_of_previous_timesteps'] = hours_of_previous_timesteps + return self.__class__.from_dataset(resampled_dataset) @property diff --git a/flixopt/interface.py b/flixopt/interface.py index 416c6ad3a..da490ec87 100644 --- a/flixopt/interface.py +++ b/flixopt/interface.py @@ -6,16 +6,22 @@ from __future__ import annotations import logging -from typing import TYPE_CHECKING, Literal, Optional +import warnings +from typing import TYPE_CHECKING, Any + +import numpy as np +import pandas as pd +import xarray as xr from .config import CONFIG +from .core import PeriodicDataUser from .structure import Interface, register_class_for_io if TYPE_CHECKING: # for type checking and preventing circular imports from collections.abc import Iterator - from .core import NonTemporalData, NonTemporalDataUser, Scalar, TemporalDataUser - from .effects import NonTemporalEffectsUser, TemporalEffectsUser + from .core import PeriodicData, Scalar, TemporalDataUser + from .effects import PeriodicEffectsUser, TemporalEffectsUser from .flow_system import FlowSystem @@ -73,8 +79,8 @@ def __init__(self, start: TemporalDataUser, end: TemporalDataUser): self.end = end self.has_time_dim = False - def transform_data(self, flow_system: FlowSystem, name_prefix: str): - dims = None if self.has_time_dim else ['year', 'scenario'] + def transform_data(self, flow_system: FlowSystem, name_prefix: str = '') -> None: + dims = None if self.has_time_dim else ['period', 'scenario'] self.start = flow_system.fit_to_model_coords(f'{name_prefix}|start', self.start, dims=dims) self.end = flow_system.fit_to_model_coords(f'{name_prefix}|end', self.end, dims=dims) @@ -219,7 +225,7 @@ def __getitem__(self, index) -> Piece: def __iter__(self) -> Iterator[Piece]: return iter(self.pieces) # Enables iteration like for piece in piecewise: ... - def transform_data(self, flow_system: FlowSystem, name_prefix: str): + def transform_data(self, flow_system: FlowSystem, name_prefix: str = '') -> None: for i, piece in enumerate(self.pieces): piece.transform_data(flow_system, f'{name_prefix}|Piece{i}') @@ -239,6 +245,10 @@ class PiecewiseConversion(Interface): When the equipment operates at a given point, ALL flows scale proportionally within their respective pieces. + Mathematical Formulation: + See the complete mathematical model in the documentation: + [Piecewise](../user-guide/mathematical-notation/features/Piecewise.md) + Args: piecewises: Dictionary mapping flow labels to their Piecewise functions. Keys are flow identifiers (e.g., 'electricity_in', 'heat_out', 'fuel_consumed'). @@ -420,7 +430,7 @@ class PiecewiseConversion(Interface): def __init__(self, piecewises: dict[str, Piecewise]): self.piecewises = piecewises self._has_time_dim = True - self.has_time_dim = True # Inital propagation + self.has_time_dim = True # Initial propagation @property def has_time_dim(self): @@ -441,7 +451,7 @@ def items(self): """ return self.piecewises.items() - def transform_data(self, flow_system: FlowSystem, name_prefix: str): + def transform_data(self, flow_system: FlowSystem, name_prefix: str = '') -> None: for name, piecewise in self.piecewises.items(): piecewise.transform_data(flow_system, f'{name_prefix}|{name}') @@ -640,7 +650,7 @@ def __init__(self, piecewise_origin: Piecewise, piecewise_shares: dict[str, Piec self.piecewise_origin = piecewise_origin self.piecewise_shares = piecewise_shares self._has_time_dim = False - self.has_time_dim = False # Inital propagation + self.has_time_dim = False # Initial propagation @property def has_time_dim(self): @@ -653,14 +663,75 @@ def has_time_dim(self, value): for piecewise in self.piecewise_shares.values(): piecewise.has_time_dim = value - def transform_data(self, flow_system: FlowSystem, name_prefix: str): + def transform_data(self, flow_system: FlowSystem, name_prefix: str = '') -> None: self.piecewise_origin.transform_data(flow_system, f'{name_prefix}|PiecewiseEffects|origin') for effect, piecewise in self.piecewise_shares.items(): piecewise.transform_data(flow_system, f'{name_prefix}|PiecewiseEffects|{effect}') +class _SizeParameters(Interface): + """Base class for sizing and investment parameters.""" + + def __init__( + self, + fixed_size: PeriodicDataUser | None = None, + minimum_size: PeriodicDataUser | None = None, + maximum_size: PeriodicDataUser | None = None, + mandatory: bool | xr.DataArray = False, + effects_of_size: PeriodicEffectsUser | None = None, + effects_per_size: PeriodicEffectsUser | None = None, + piecewise_effects_per_size: PiecewiseEffects | None = None, + ): + self.effects_of_size: PeriodicEffectsUser = effects_of_size if effects_of_size is not None else {} + self.fixed_size = fixed_size + self.mandatory = mandatory + self.effects_per_size: PeriodicEffectsUser = effects_per_size if effects_per_size is not None else {} + self.piecewise_effects_per_size = piecewise_effects_per_size + self.minimum_size = minimum_size if minimum_size is not None else CONFIG.Modeling.epsilon + self.maximum_size = maximum_size if maximum_size is not None else CONFIG.Modeling.big # default maximum + + def transform_data(self, flow_system: FlowSystem, name_prefix: str = '') -> None: + self.effects_of_size = flow_system.fit_effects_to_model_coords( + label_prefix=name_prefix, + effect_values=self.effects_of_size, + label_suffix='effects_of_size', + dims=['period', 'scenario'], + ) + self.effects_per_size = flow_system.fit_effects_to_model_coords( + label_prefix=name_prefix, + effect_values=self.effects_per_size, + label_suffix='effects_per_size', + dims=['period', 'scenario'], + ) + + if self.piecewise_effects_per_size is not None: + self.piecewise_effects_per_size.has_time_dim = False + self.piecewise_effects_per_size.transform_data(flow_system, f'{name_prefix}|PiecewiseEffects') + + self.minimum_size = flow_system.fit_to_model_coords( + f'{name_prefix}|minimum_size', self.minimum_size, dims=['period', 'scenario'] + ) + self.maximum_size = flow_system.fit_to_model_coords( + f'{name_prefix}|maximum_size', self.maximum_size, dims=['period', 'scenario'] + ) + self.fixed_size = flow_system.fit_to_model_coords( + f'{name_prefix}|fixed_size', self.fixed_size, dims=['period', 'scenario'] + ) + self.mandatory = flow_system.fit_to_model_coords( + f'{name_prefix}|mandatory', self.mandatory, dims=['period', 'scenario'] + ) + + @property + def minimum_or_fixed_size(self) -> PeriodicData: + return self.fixed_size if self.fixed_size is not None else self.minimum_size + + @property + def maximum_or_fixed_size(self) -> PeriodicData: + return self.fixed_size if self.fixed_size is not None else self.maximum_size + + @register_class_for_io -class InvestParameters(Interface): +class SizingParameters(_SizeParameters): """Define investment decision parameters with flexible sizing and effect modeling. This class models investment decisions in optimization problems, supporting @@ -681,30 +752,36 @@ class InvestParameters(Interface): - **Piecewise Effects**: Non-linear relationships (bulk discounts, learning curves) - **Divestment Effects**: Penalties for not investing (demolition, opportunity costs) + Mathematical Formulation: + See the complete mathematical model in the documentation: + [SizingParameters](../user-guide/mathematical-notation/features/SizingParameters.md) + Args: - fixed_size: When specified, creates a binary investment decision at exactly - this size. When None, allows continuous sizing between minimum and maximum bounds. - minimum_size: Lower bound for continuous sizing decisions. Defaults to a small - positive value (CONFIG.modeling.EPSILON) to avoid numerical issues. - Ignored when fixed_size is specified. - maximum_size: Upper bound for continuous sizing decisions. Defaults to a large - value (CONFIG.modeling.BIG) representing unlimited capacity. - Ignored when fixed_size is specified. - optional: Controls whether investment is required. When True (default), - optimization can choose not to invest. When False, forces investment + fixed_size: Creates binary decision at this exact size. None allows continuous sizing. + minimum_size: Lower bound for continuous sizing. Default: CONFIG.Modeling.epsilon. + Ignored if fixed_size is specified. + maximum_size: Upper bound for continuous sizing. Default: CONFIG.Modeling.big. + Ignored if fixed_size is specified. + mandatory: Controls whether investment is required. When True, forces investment to occur (useful for mandatory upgrades or replacement decisions). - fix_effects: Fixed costs incurred once if investment is made, regardless - of size. Dictionary mapping effect names to values - (e.g., {'cost': 10000, 'CO2_construction': 500}). - specific_effects: Variable costs proportional to investment size, representing - per-unit costs (€/kW, €/m²). Dictionary mapping effect names to unit values - (e.g., {'cost': 1200, 'steel_required': 0.5}). - piecewise_effects: Non-linear cost relationships using PiecewiseEffects for - economies of scale, learning curves, or threshold effects. Can be combined - with fix_effects and specific_effects. - divest_effects: Costs incurred if the investment is NOT made, such as - demolition of existing equipment, contractual penalties, or lost opportunities. - Dictionary mapping effect names to values. + When False (default), optimization can choose not to invest. + With multiple periods, at least one period has to have an investment. + effects_of_size: Fixed costs if investment is made, regardless of size. + Dict: {'effect_name': value} (e.g., {'cost': 10000}). + effects_per_size: Variable costs proportional to size (per-unit costs). + Dict: {'effect_name': value/unit} (e.g., {'cost': 1200}). + piecewise_effects_per_size: Non-linear costs using PiecewiseEffects. + Combinable with effects_of_size and effects_per_size. + + Deprecated Args: + fix_effects: **Deprecated**. Use `effects_of_size` instead. + Will be removed in version 4.0. + specific_effects: **Deprecated**. Use `effects_per_size` instead. + Will be removed in version 4.0. + piecewise_effects: **Deprecated**. Use `piecewise_effects_per_size` instead. + Will be removed in version 4.0. + optional: DEPRECATED. Use `mandatory` instead. Opposite of `mandatory`. + Will be removed in version 4.0. Cost Annualization Requirements: All cost values must be properly weighted to match the optimization model's time horizon. @@ -720,14 +797,14 @@ class InvestParameters(Interface): Simple binary investment (solar panels): ```python - solar_investment = InvestParameters( + solar_investment = SizingParameters( fixed_size=100, # 100 kW system (binary decision) - optional=True, - fix_effects={ + mandatory=False, # Investment is optional + effects_of_size={ 'cost': 25000, # Installation and permitting costs 'CO2': -50000, # Avoided emissions over lifetime }, - specific_effects={ + effects_per_size={ 'cost': 1200, # €1200/kW for panels (annualized) 'CO2': -800, # kg CO2 avoided per kW annually }, @@ -737,15 +814,15 @@ class InvestParameters(Interface): Flexible sizing with economies of scale: ```python - battery_investment = InvestParameters( + battery_investment = SizingParameters( minimum_size=10, # Minimum viable system size (kWh) maximum_size=1000, # Maximum installable capacity - optional=True, - fix_effects={ + mandatory=False, # Investment is optional + effects_of_size={ 'cost': 5000, # Grid connection and control system 'installation_time': 2, # Days for fixed components }, - piecewise_effects=PiecewiseEffects( + piecewise_effects_per_size=PiecewiseEffects( piecewise_origin=Piecewise( [ Piece(0, 100), # Small systems @@ -766,25 +843,21 @@ class InvestParameters(Interface): ) ``` - Mandatory replacement with divestment costs: + Mandatory replacement with retirement costs: ```python - boiler_replacement = InvestParameters( + boiler_replacement = SizingParameters( minimum_size=50, maximum_size=200, - optional=True, # Can choose not to replace - fix_effects={ + mandatory=False, # Can choose not to replace + effects_of_size={ 'cost': 15000, # Installation costs 'disruption': 3, # Days of downtime }, - specific_effects={ + effects_per_size={ 'cost': 400, # €400/kW capacity 'maintenance': 25, # Annual maintenance per kW }, - divest_effects={ - 'cost': 8000, # Demolition if not replaced - 'environmental': 100, # Disposal fees - }, ) ``` @@ -792,28 +865,28 @@ class InvestParameters(Interface): ```python # Gas turbine option - gas_turbine = InvestParameters( + gas_turbine = SizingParameters( fixed_size=50, # MW - fix_effects={'cost': 2500000, 'CO2': 1250000}, - specific_effects={'fuel_cost': 45, 'maintenance': 12}, + effects_of_size={'cost': 2500000, 'CO2': 1250000}, + effects_per_size={'fuel_cost': 45, 'maintenance': 12}, ) # Wind farm option - wind_farm = InvestParameters( + wind_farm = SizingParameters( minimum_size=20, maximum_size=100, - fix_effects={'cost': 1000000, 'CO2': -5000000}, - specific_effects={'cost': 1800000, 'land_use': 0.5}, + effects_of_size={'cost': 1000000, 'CO2': -5000000}, + effects_per_size={'cost': 1800000, 'land_use': 0.5}, ) ``` Technology learning curve: ```python - hydrogen_electrolyzer = InvestParameters( + hydrogen_electrolyzer = SizingParameters( minimum_size=1, maximum_size=50, # MW - piecewise_effects=PiecewiseEffects( + piecewise_effects_per_size=PiecewiseEffects( piecewise_origin=Piecewise( [ Piece(0, 5), # Small scale: early adoption @@ -851,51 +924,417 @@ class InvestParameters(Interface): """ + # SizingParameters now inherits all functionality from _SizeParameters + # No additional implementation needed + + +@register_class_for_io +class InvestParameters(SizingParameters): + def __init__(self, **kwargs): + warnings.warn( + 'InvestParameters is deprecated, use SizingParameters instead', + DeprecationWarning, + stacklevel=2, + ) + super().__init__(**kwargs) + + +InvestmentPeriodData = PeriodicDataUser +"""This datatype is used to define things related to the period of investment.""" +InvestmentPeriodDataBool = bool | InvestmentPeriodData +"""This datatype is used to define things with boolean data related to the period of investment.""" + + +@register_class_for_io +class InvestmentParameters(_SizeParameters): + """Define investment timing parameters with fixed lifetime. + + This class models WHEN to invest with a fixed lifetime duration. + It includes all sizing parameters (capacity bounds, effects) plus timing controls. + + InvestmentParameters combines both TIMING (when to invest) and CAPACITY (how much) + aspects in a single class, optimizing when to make an investment that will last + for a fixed duration. + + Investment Timing Features: + **Single Investment Decision**: Decide which period to invest in (at most once) + **Fixed Lifetime**: Investment lasts for a specified number of periods + **Timing-Dependent Effects**: Effects that vary based on when investment occurs + (e.g., technology learning curves, time-varying costs) + + Mathematical Formulation: + See the complete mathematical model in the documentation: + [InvestmentParameters](../user-guide/mathematical-notation/features/InvestmentParameters.md) + + Args: + lifetime: REQUIRED. The investment lifetime in number of periods. + Once invested, the asset operates for this many periods. + allow_investment: Allow investment in specific periods. Default: True (all periods). + force_investment: Force investment to occur in a specific period. Default: False. + effects_of_investment: Effects that depend on when investment occurs. + Dict mapping effect names to xr.DataArray with dimensions [period, scenario, investment_period]. + These effects can vary by the investment period, enabling modeling of: + - Technology learning curves (costs decrease over time) + - Time-varying financing costs + - Period-specific subsidies or regulations + effects_of_investment_per_size: Size-dependent effects that also depend on investment period. + Dict mapping effect names to xr.DataArray with dimensions [period, scenario, investment_period]. + previous_size: Size of existing capacity from previous periods. Default: 0. + fixed_size: Creates binary decision at this exact size. None allows continuous sizing. + minimum_size: Lower bound for continuous sizing. Default: CONFIG.Modeling.epsilon. + maximum_size: Upper bound for continuous sizing. Default: CONFIG.Modeling.big. + mandatory: Controls whether investment is required. When True, forces investment. + effects_of_size: Fixed costs if investment is made, regardless of size. + effects_per_size: Variable costs proportional to size (per-unit costs). + piecewise_effects_per_size: Non-linear costs using PiecewiseEffects. + + Examples: + Basic investment timing: + + ```python + timing = InvestmentParameters( + lifetime=10, # Investment lasts 10 periods + allow_investment=True, # Can invest in any period + ) + ``` + + Force investment in specific period: + + ```python + timing = InvestmentParameters( + lifetime=10, # Must operate for 10 periods + force_investment=xr.DataArray( + [0, 0, 1, 0, 0], # Force in period 3 (2030) + coords=[('period', [2020, 2025, 2030, 2035, 2040])], + ), + ) + ``` + + Technology learning curve (costs decrease over time): + + ```python + # Create investment-period-dependent effects + periods = [2020, 2025, 2030, 2035, 2040] + + # Cost per kW depends on WHEN you invest (learning curve) + # Each row is a current period, columns are investment periods + learning_costs = xr.DataArray( + [ + [1200, 0, 0, 0, 0], # 2020: only if invested in 2020 + [1200, 1100, 0, 0, 0], # 2025: depends on when invested + [1200, 1100, 1000, 0, 0], # 2030: costs lower if invested later + [1200, 1100, 1000, 950, 0], # 2035 + [1200, 1100, 1000, 950, 900], # 2040: benefit from all past investments + ], + coords=[('period', periods), ('investment_period', periods)], + ) + + timing = InvestmentParameters( + lifetime=10, + effects_of_investment_per_size={ + 'cost': learning_costs # €/kW depends on investment year + }, + ) + ``` + + Restrict investment to early periods: + + ```python + timing = InvestmentParameters( + lifetime=15, + allow_investment=xr.DataArray( + [1, 1, 1, 0, 0], # Only allow investment in first 3 periods + coords=[('period', [2020, 2025, 2030, 2035, 2040])], + ), + ) + ``` + + Common Use Cases: + - Technology learning: Model cost reductions over time + - Multi-period optimization: Optimize investment timing across periods + - Regulatory changes: Model period-specific incentives or constraints + - Strategic timing: Find optimal investment timing considering future conditions + """ + def __init__( self, - fixed_size: NonTemporalDataUser | None = None, - minimum_size: NonTemporalDataUser | None = None, - maximum_size: NonTemporalDataUser | None = None, - optional: bool = True, # Investition ist weglassbar - fix_effects: NonTemporalEffectsUser | None = None, - specific_effects: NonTemporalEffectsUser | None = None, # costs per Flow-Unit/Storage-Size/... - piecewise_effects: PiecewiseEffects | None = None, - divest_effects: NonTemporalEffectsUser | None = None, - investment_scenarios: Literal['individual'] | list[int | str] | None = None, + lifetime: InvestmentPeriodData, + allow_investment: InvestmentPeriodDataBool = True, + force_investment: InvestmentPeriodDataBool = False, + effects_of_investment: PeriodicEffectsUser | None = None, + effects_of_investment_per_size: PeriodicEffectsUser | None = None, + previous_lifetime: int = 0, + # Sizing parameters (inherited from _SizeParameters) + fixed_size: PeriodicDataUser | None = None, + minimum_size: PeriodicDataUser | None = None, + maximum_size: PeriodicDataUser | None = None, + mandatory: bool | xr.DataArray = False, + effects_of_size: PeriodicEffectsUser | None = None, + effects_per_size: PeriodicEffectsUser | None = None, + piecewise_effects_per_size: PiecewiseEffects | None = None, ): - self.fix_effects: NonTemporalEffectsUser = fix_effects or {} - self.divest_effects: NonTemporalEffectsUser = divest_effects or {} - self.fixed_size = fixed_size - self.optional = optional - self.specific_effects: NonTemporalEffectsUser = specific_effects if specific_effects is not None else {} - self.piecewise_effects = piecewise_effects + if lifetime is None: + raise ValueError('InvestmentParameters requires lifetime to be specified.') + + # Initialize investment-specific attributes + self.lifetime = lifetime + self.allow_investment = allow_investment + self.force_investment = force_investment + self.previous_lifetime = previous_lifetime + + self.effects_of_investment: dict[str, xr.DataArray] = ( + effects_of_investment if effects_of_investment is not None else {} + ) + self.effects_of_investment_per_size: dict[str, xr.DataArray] = ( + effects_of_investment_per_size if effects_of_investment_per_size is not None else {} + ) + + # Initialize base sizing parameters + super().__init__( + fixed_size=fixed_size, + minimum_size=minimum_size, + maximum_size=maximum_size, + mandatory=mandatory, + effects_of_size=effects_of_size, + effects_per_size=effects_per_size, + piecewise_effects_per_size=piecewise_effects_per_size, + ) + + def transform_data(self, flow_system: FlowSystem, name_prefix: str = '') -> None: + """Transform user data into internal model coordinates.""" + super().transform_data(flow_system, name_prefix) + # Transform boolean/data flags to DataArrays + self.allow_investment = flow_system.fit_to_model_coords( + f'{name_prefix}|allow_investment', self.allow_investment, dims=['period', 'scenario'] + ) + self.force_investment = flow_system.fit_to_model_coords( + f'{name_prefix}|force_investment', self.force_investment, dims=['period', 'scenario'] + ) + self.previous_lifetime = flow_system.fit_to_model_coords( + f'{name_prefix}|previous_lifetime', self.previous_lifetime, dims=['scenario'] + ) + self.lifetime = flow_system.fit_to_model_coords(f'{name_prefix}|lifetime', self.lifetime, dims=['scenario']) + self.effects_of_investment = flow_system.fit_effects_to_model_coords( + f'{name_prefix}|effects_of_investment', self.effects_of_investment, dims=['period', 'scenario'] + ) # TODO: investment period dim + + self.effects_of_investment_per_size = flow_system.fit_effects_to_model_coords( + f'{name_prefix}|effects_of_investment_per_size', + self.effects_of_investment_per_size, + dims=['period', 'scenario'], + ) # TODO: investment period dim + + def _plausibility_checks(self, flow_system: FlowSystem) -> None: + """Validate parameter consistency.""" + # super()._plausibility_checks(flow_system) + if flow_system.periods is None: + raise ValueError("InvestmentParameters requires the flow_system to have a 'periods' dimension.") + + # Check force_investment uniqueness (can only force in one period per scenario) + if (self.force_investment.sum('investment_period') > 1).any(): + raise ValueError('force_investment can only be True for a single investment_period per scenario.') + + # Check lifetime feasibility + _periods = flow_system.periods.values + if len(_periods) > 1: + # Warn if investment in late periods would extend beyond model horizon + max_horizon = _periods[-1] - _periods[0] + if self.lifetime > max_horizon: + logger.warning( + f'Fixed lifetime ({self.lifetime}) if Investment exceeds model horizon ({max_horizon}). ' + ) + + +YearOfInvestmentData = PeriodicDataUser +"""This datatype is used to define things related to the year of investment.""" +YearOfInvestmentDataBool = bool | YearOfInvestmentData +"""This datatype is used to define things with boolean data related to the year of investment.""" + + +@register_class_for_io +class _InvestTimingParameters(Interface): + """ + Investment with fixed start and end years. + + This is the simplest variant - investment is completely scheduled. + No optimization variables needed for timing, just size optimization. + """ + + def __init__( + self, + allow_investment: YearOfInvestmentDataBool = True, + allow_decommissioning: YearOfInvestmentDataBool = True, + force_investment: YearOfInvestmentDataBool = False, # TODO: Allow to simply pass the year + force_decommissioning: YearOfInvestmentDataBool = False, # TODO: Allow to simply pass the year + lifetime: Scalar | None = None, + minimum_lifetime: Scalar | None = None, + maximum_lifetime: Scalar | None = None, + minimum_size: YearOfInvestmentData | None = None, + maximum_size: YearOfInvestmentData | None = None, + fixed_size: YearOfInvestmentData | None = None, + fix_effects: PeriodicEffectsUser | None = None, + specific_effects: PeriodicEffectsUser | None = None, # costs per Flow-Unit/Storage-Size/... + fixed_effects_by_investment_year: xr.DataArray | None = None, + specific_effects_by_investment_year: xr.DataArray | None = None, + previous_lifetime: Scalar | None = None, + ): + """ + These parameters are used to include the timing of investments in the model. + Two out of three parameters (year_of_investment, year_of_decommissioning, duration_in_years) can be fixed. + This has a 'year_of_investment' dimension in some parameters: + allow_investment: Whether investment is allowed in a certain year + allow_decommissioning: Whether divestment is allowed in a certain year + duration_between_investment_and_decommissioning: Duration between investment and decommissioning + + Args: + allow_investment: Allow investment in a certain year. By default, allow it in all years. + allow_decommissioning: Allow decommissioning in a certain year. By default, allow it in all years. + force_investment: Force the investment to occur in a certain year. + force_decommissioning: Force the decommissioning to occur in a certain year. + lifetime: Fix the lifetime of an investment (duration between investment and decommissioning). + minimum_size: Minimum possible size of the investment. Can depend on the year of investment. + maximum_size: Maximum possible size of the investment. Can depend on the year of investment. + fixed_size: Fix the size of the investment. Can depend on the year of investment. Can still be 0 if not forced. + specific_effects: Effects dependent on the size. + These will occur in each year, depending on the size in that year. + fix_effects: Effects of the Investment, independent of the size. + These will occur in each year, depending on wether the size is greater zero in that year. + + fixed_effects_by_investment_year: Effects dependent on the year of investment. + These effects will depend on the year of the investment. The actual effects can occur in other years, + letting you model things like annuities, which depend on when an investment was taken. + The passed xr.DataArray needs to match the FlowSystem dimensions (except time, but including "year_of_investment"). No internal Broadcasting! + "year_of_investment" has the same values as the year dimension. Access it through `flow_system.year_of_investment`. + specific_effects_by_investment_year: Effects dependent on the year of investment and the chosen size. + These effects will depend on the year of the investment. The actual effects can occur in other years, + letting you model things like annuities, which depend on when an investment was taken. + The passed xr.DataArray needs to match the FlowSystem dimensions (except time, but including "year_of_investment"). No internal Broadcasting! + "year_of_investment" has the same values as the year dimension. Access it through `flow_system.year_of_investment`. + + """ self.minimum_size = minimum_size if minimum_size is not None else CONFIG.modeling.EPSILON - self.maximum_size = maximum_size if maximum_size is not None else CONFIG.modeling.BIG # default maximum - self.investment_scenarios = investment_scenarios + self.maximum_size = maximum_size if maximum_size is not None else CONFIG.modeling.BIG + self.fixed_size = fixed_size - def transform_data(self, flow_system: FlowSystem, name_prefix: str): - self._plausibility_checks(flow_system) + self.allow_investment = allow_investment + self.allow_decommissioning = allow_decommissioning + self.force_investment = force_investment + self.force_decommissioning = force_decommissioning + + self.maximum_lifetime = maximum_lifetime + self.minimum_lifetime = minimum_lifetime + self.lifetime = lifetime + self.previous_lifetime = previous_lifetime + + self.fix_effects: PeriodicEffectsUser = fix_effects if fix_effects is not None else {} + self.specific_effects: PeriodicEffectsUser = specific_effects if specific_effects is not None else {} + self.fixed_effects_by_investment_year = ( + fixed_effects_by_investment_year if fixed_effects_by_investment_year is not None else {} + ) + self.specific_effects_by_investment_year = ( + specific_effects_by_investment_year if specific_effects_by_investment_year is not None else {} + ) + + def _plausibility_checks(self, flow_system): + """Validate parameter consistency.""" + if flow_system.years is None: + raise ValueError("InvestmentParameters requires the flow_system to have a 'period' dimension.") + + if (self.force_investment.sum('year') > 1).any(): + raise ValueError('force_investment can only be True for a single year.') + if (self.force_decommissioning.sum('year') > 1).any(): + raise ValueError('force_decommissioning can only be True for a single year.') + + if (self.force_investment.sum('year') == 1).any() and (self.force_decommissioning.sum('year') == 1).any(): + year_of_forced_investment = ( + self.force_investment.where(self.force_investment) * self.force_investment.year + ).sum('year') + year_of_forced_decommissioning = ( + self.force_decommissioning.where(self.force_decommissioning) * self.force_decommissioning.year + ).sum('year') + if not (year_of_forced_investment < year_of_forced_decommissioning).all(): + raise ValueError( + f'force_investment needs to be before force_decommissioning. Got:\n' + f'{self.force_investment}\nand\n{self.force_decommissioning}' + ) + + if self.previous_lifetime is not None: + if self.fixed_size is None: + # TODO: Might be only a warning + raise ValueError('previous_lifetime can only be used if fixed_size is defined.') + if self.force_investment is False: + # TODO: Might be only a warning + raise ValueError('previous_lifetime can only be used if force_investment is True.') + + if self.minimum_or_lifetime is not None and self.maximum_or_lifetime is not None: + years = flow_system.years.values + + infeasible_years = [] + for i, inv_year in enumerate(years[:-1]): # Exclude last year + future_years = years[i + 1 :] # All years after investment + min_decomm = self.minimum_or_lifetime + inv_year + max_decomm = self.maximum_or_lifetime + inv_year + if max_decomm >= years[-1]: + continue + + # Check if any future year falls in decommissioning window + future_years_da = xr.DataArray(future_years, dims=['year']) + valid_decomm = ((min_decomm <= future_years_da) & (future_years_da <= max_decomm)).any('year') + if not valid_decomm.all(): + infeasible_years.append(inv_year) + + if infeasible_years: + logger.warning( + f'Plausibility Check in {self.__class__.__name__}:\n' + f' Investment years with no feasible decommissioning: {[int(year) for year in infeasible_years]}\n' + f' Consider relaxing the lifetime constraints or including more years into your model.\n' + f' Lifetime:\n' + f' min={self.minimum_or_lifetime}\n' + f' max={self.maximum_or_lifetime}\n' + f' Model years: {list(flow_system.years)}\n' + ) + + specify_timing = ( + (self.lifetime is not None) + + bool((self.force_investment.sum('year') > 1).any()) + + bool((self.force_decommissioning.sum('year') > 1).any()) + ) + + if specify_timing in (0, 3): + # TODO: Is there a valid use case for this? Should this be checked at all? + logger.warning( + 'Either the the lifetime of an investment should be fixed, or the investment or decommissioning ' + 'needs to be forced in a certain year.' + ) + + def transform_data(self, flow_system: FlowSystem, name_prefix: str = '') -> None: + """Transform all parameter data to match the flow system's coordinate structure.""" self.fix_effects = flow_system.fit_effects_to_model_coords( label_prefix=name_prefix, effect_values=self.fix_effects, label_suffix='fix_effects', dims=['year', 'scenario'], ) - self.divest_effects = flow_system.fit_effects_to_model_coords( - label_prefix=name_prefix, - effect_values=self.divest_effects, - label_suffix='divest_effects', - dims=['year', 'scenario'], - ) self.specific_effects = flow_system.fit_effects_to_model_coords( label_prefix=name_prefix, effect_values=self.specific_effects, label_suffix='specific_effects', dims=['year', 'scenario'], ) - if self.piecewise_effects is not None: - self.piecewise_effects.has_time_dim = False - self.piecewise_effects.transform_data(flow_system, f'{name_prefix}|PiecewiseEffects') + self.maximum_lifetime = flow_system.fit_to_model_coords( + f'{name_prefix}|maximum_lifetime', self.maximum_lifetime, dims=['scenario'] + ) + self.minimum_lifetime = flow_system.fit_to_model_coords( + f'{name_prefix}|minimum_lifetime', self.minimum_lifetime, dims=['scenario'] + ) + self.lifetime = flow_system.fit_to_model_coords(f'{name_prefix}|lifetime', self.lifetime, dims=['scenario']) + + self.force_investment = flow_system.fit_to_model_coords( + f'{name_prefix}|force_investment', self.force_investment, dims=['year', 'scenario'] + ) + self.force_decommissioning = flow_system.fit_to_model_coords( + f'{name_prefix}|force_decommissioning', self.force_decommissioning, dims=['year', 'scenario'] + ) self.minimum_size = flow_system.fit_to_model_coords( f'{name_prefix}|minimum_size', self.minimum_size, dims=['year', 'scenario'] @@ -908,29 +1347,71 @@ def transform_data(self, flow_system: FlowSystem, name_prefix: str): f'{name_prefix}|fixed_size', self.fixed_size, dims=['year', 'scenario'] ) - def _plausibility_checks(self, flow_system): - if isinstance(self.investment_scenarios, list): - if not set(self.investment_scenarios).issubset(flow_system.scenarios): + # TODO: self.previous_size to only scenarios + + # No Broadcasting! Until a safe way is established, we need to do check for this! + self.fixed_effects_by_investment_year = flow_system.effects.create_effect_values_dict( + self.fixed_effects_by_investment_year + ) + for effect, da in self.fixed_effects_by_investment_year.items(): + dims = set(da.coords) + if not {'year_of_investment', 'year'}.issubset(dims): raise ValueError( - f'Some scenarios in investment_scenarios are not present in the time_series_collection: ' - f'{set(self.investment_scenarios) - set(flow_system.scenarios)}' + f'fixed_effects_by_investment_year need to have a "year_of_investment" dimension and a ' + f'"year" dimension. Got {dims} for effect {effect}' ) - if self.investment_scenarios is not None: - if not self.optional: - if self.minimum_size is not None or self.fixed_size is not None: - logger.warning( - 'When using investment_scenarios, minimum_size and fixed_size should only ne used if optional is True.' - 'Otherwise the investment cannot be 0 incertain scenarios while being non-zero in others.' - ) + self.specific_effects_by_investment_year = flow_system.effects.create_effect_values_dict( + self.specific_effects_by_investment_year + ) + for effect, da in self.specific_effects_by_investment_year.items(): + dims = set(da.coords) + if not {'year_of_investment', 'year'}.issubset(dims): + raise ValueError( + f'specific_effects_by_investment_year need to have a "year_of_investment" dimension and a ' + f'"year" dimension. Got {dims} for effect {effect}' + ) + self.fixed_effects_by_investment_year = flow_system.fit_effects_to_model_coords( + label_prefix=name_prefix, + effect_values=self.fixed_effects_by_investment_year, + label_suffix='fixed_effects_by_investment_year', + dims=['year', 'scenario'], + with_year_of_investment=True, + ) + self.specific_effects_by_investment_year = flow_system.fit_effects_to_model_coords( + label_prefix=name_prefix, + effect_values=self.specific_effects_by_investment_year, + label_suffix='specific_effects_by_investment_year', + dims=['year', 'scenario'], + with_year_of_investment=True, + ) + + self._plausibility_checks(flow_system) @property - def minimum_or_fixed_size(self) -> NonTemporalData: + def minimum_or_fixed_size(self) -> PeriodicDataUser: + """Get the effective minimum size (fixed size takes precedence).""" return self.fixed_size if self.fixed_size is not None else self.minimum_size @property - def maximum_or_fixed_size(self) -> NonTemporalData: + def maximum_or_fixed_size(self) -> PeriodicDataUser: + """Get the effective maximum size (fixed size takes precedence).""" return self.fixed_size if self.fixed_size is not None else self.maximum_size + @property + def is_fixed_size(self) -> bool: + """Check if investment size is fixed.""" + return self.fixed_size is not None + + @property + def minimum_or_lifetime(self) -> PeriodicDataUser: + """Get the effective minimum lifetime (fixed lifetime takes precedence).""" + return self.lifetime if self.lifetime is not None else self.minimum_lifetime + + @property + def maximum_or_lifetime(self) -> PeriodicDataUser: + """Get the effective maximum lifetime (fixed lifetime takes precedence).""" + return self.lifetime if self.lifetime is not None else self.maximum_lifetime + @register_class_for_io class OnOffParameters(Interface): @@ -954,6 +1435,10 @@ class OnOffParameters(Interface): - **Backup Equipment**: Emergency generators, standby systems - **Process Equipment**: Compressors, pumps with operational constraints + Mathematical Formulation: + See the complete mathematical model in the documentation: + [OnOffParameters](../user-guide/mathematical-notation/features/OnOffParameters.md) + Args: effects_per_switch_on: Costs or impacts incurred for each transition from off state (var_on=0) to on state (var_on=1). Represents startup costs, @@ -1032,7 +1517,7 @@ class OnOffParameters(Interface): consecutive_on_hours_min=12, # Minimum batch size (12 hours) consecutive_on_hours_max=24, # Maximum batch size (24 hours) consecutive_off_hours_min=6, # Cleaning and setup time - switch_on_total_max=200, # Maximum 200 batches per year + switch_on_total_max=200, # Maximum 200 batches per period on_hours_total_max=4000, # Maximum production time ) ``` @@ -1138,7 +1623,7 @@ def __init__( self.switch_on_total_max: Scalar = switch_on_total_max self.force_switch_on: bool = force_switch_on - def transform_data(self, flow_system: FlowSystem, name_prefix: str): + def transform_data(self, flow_system: FlowSystem, name_prefix: str = '') -> None: self.effects_per_switch_on = flow_system.fit_effects_to_model_coords( name_prefix, self.effects_per_switch_on, 'per_switch_on' ) @@ -1158,13 +1643,13 @@ def transform_data(self, flow_system: FlowSystem, name_prefix: str): f'{name_prefix}|consecutive_off_hours_max', self.consecutive_off_hours_max ) self.on_hours_total_max = flow_system.fit_to_model_coords( - f'{name_prefix}|on_hours_total_max', self.on_hours_total_max, dims=['year', 'scenario'] + f'{name_prefix}|on_hours_total_max', self.on_hours_total_max, dims=['period', 'scenario'] ) self.on_hours_total_min = flow_system.fit_to_model_coords( - f'{name_prefix}|on_hours_total_min', self.on_hours_total_min, dims=['year', 'scenario'] + f'{name_prefix}|on_hours_total_min', self.on_hours_total_min, dims=['period', 'scenario'] ) self.switch_on_total_max = flow_system.fit_to_model_coords( - f'{name_prefix}|switch_on_total_max', self.switch_on_total_max, dims=['year', 'scenario'] + f'{name_prefix}|switch_on_total_max', self.switch_on_total_max, dims=['period', 'scenario'] ) @property @@ -1184,12 +1669,12 @@ def use_consecutive_off_hours(self) -> bool: @property def use_switch_on(self) -> bool: - """Determines wether a Variable for SWITCH-ON is needed or not""" + """Determines whether a variable for switch_on is needed or not""" if self.force_switch_on: return True return any( - param is not None and param != {} + self._has_value(param) for param in [ self.effects_per_switch_on, self.switch_on_total_max, diff --git a/flixopt/io.py b/flixopt/io.py index c72263e03..c5f839ed9 100644 --- a/flixopt/io.py +++ b/flixopt/io.py @@ -1,13 +1,18 @@ from __future__ import annotations -import importlib.util +import inspect import json import logging +import os import pathlib import re +import sys +from contextlib import contextmanager from dataclasses import dataclass -from typing import TYPE_CHECKING, Literal +from typing import TYPE_CHECKING, Any +import numpy as np +import pandas as pd import xarray as xr import yaml @@ -34,7 +39,272 @@ def remove_none_and_empty(obj): return obj -def _save_to_yaml(data, output_file='formatted_output.yaml'): +def round_nested_floats(obj: dict | list | float | int | Any, decimals: int = 2) -> dict | list | float | int | Any: + """Recursively round floating point numbers in nested data structures and convert it to python native types. + + This function traverses nested data structures (dictionaries, lists) and rounds + any floating point numbers to the specified number of decimal places. It handles + various data types including NumPy arrays and xarray DataArrays by converting + them to lists with rounded values. + + Args: + obj: The object to process. Can be a dict, list, float, int, numpy.ndarray, + xarray.DataArray, or any other type. + decimals (int, optional): Number of decimal places to round to. Defaults to 2. + + Returns: + The processed object with the same structure as the input, but with all floating point numbers rounded to the specified precision. NumPy arrays and xarray DataArrays are converted to lists. + + Examples: + >>> data = {'a': 3.14159, 'b': [1.234, 2.678]} + >>> round_nested_floats(data, decimals=2) + {'a': 3.14, 'b': [1.23, 2.68]} + + >>> import numpy as np + >>> arr = np.array([1.234, 5.678]) + >>> round_nested_floats(arr, decimals=1) + [1.2, 5.7] + """ + if isinstance(obj, dict): + return {k: round_nested_floats(v, decimals) for k, v in obj.items()} + elif isinstance(obj, list): + return [round_nested_floats(v, decimals) for v in obj] + elif isinstance(obj, np.floating): + return round(float(obj), decimals) + elif isinstance(obj, np.integer): + return int(obj) + elif isinstance(obj, np.bool_): + return bool(obj) + elif isinstance(obj, float): + return round(obj, decimals) + elif isinstance(obj, int): + return obj + elif isinstance(obj, np.ndarray): + return np.round(obj, decimals).tolist() + elif isinstance(obj, xr.DataArray): + return obj.round(decimals).values.tolist() + return obj + + +# ============================================================================ +# Centralized JSON and YAML I/O Functions +# ============================================================================ + + +def load_json(path: str | pathlib.Path) -> dict | list: + """ + Load data from a JSON file. + + Args: + path: Path to the JSON file. + + Returns: + Loaded data (typically dict or list). + + Raises: + FileNotFoundError: If the file does not exist. + json.JSONDecodeError: If the file is not valid JSON. + """ + path = pathlib.Path(path) + with open(path, encoding='utf-8') as f: + return json.load(f) + + +def save_json( + data: dict | list, + path: str | pathlib.Path, + indent: int = 4, + ensure_ascii: bool = False, + **kwargs, +) -> None: + """ + Save data to a JSON file with consistent formatting. + + Args: + data: Data to save (dict or list). + path: Path to save the JSON file. + indent: Number of spaces for indentation (default: 4). + ensure_ascii: If False, allow Unicode characters (default: False). + **kwargs: Additional arguments to pass to json.dump(). + """ + path = pathlib.Path(path) + with open(path, 'w', encoding='utf-8') as f: + json.dump(data, f, indent=indent, ensure_ascii=ensure_ascii, **kwargs) + + +def load_yaml(path: str | pathlib.Path) -> dict | list: + """ + Load data from a YAML file. + + Args: + path: Path to the YAML file. + + Returns: + Loaded data (typically dict or list), or empty dict if file is empty. + + Raises: + FileNotFoundError: If the file does not exist. + yaml.YAMLError: If the file is not valid YAML. + Note: Returns {} for empty YAML files instead of None. + """ + path = pathlib.Path(path) + with open(path, encoding='utf-8') as f: + return yaml.safe_load(f) or {} + + +def _load_yaml_unsafe(path: str | pathlib.Path) -> dict | list: + """ + INTERNAL: Load YAML allowing arbitrary tags. Do not use on untrusted input. + + This function exists only for loading internally-generated files that may + contain custom YAML tags. Never use this on user-provided files. + + Args: + path: Path to the YAML file. + + Returns: + Loaded data (typically dict or list), or empty dict if file is empty. + """ + path = pathlib.Path(path) + with open(path, encoding='utf-8') as f: + return yaml.unsafe_load(f) or {} + + +def save_yaml( + data: dict | list, + path: str | pathlib.Path, + indent: int = 4, + width: int = 1000, + allow_unicode: bool = True, + sort_keys: bool = False, + compact_numeric_lists: bool = False, + **kwargs, +) -> None: + """ + Save data to a YAML file with consistent formatting. + + Args: + data: Data to save (dict or list). + path: Path to save the YAML file. + indent: Number of spaces for indentation (default: 4). + width: Maximum line width (default: 1000). + allow_unicode: If True, allow Unicode characters (default: True). + sort_keys: If True, sort dictionary keys (default: False). + compact_numeric_lists: If True, format numeric lists inline for better readability (default: False). + **kwargs: Additional arguments to pass to yaml.dump(). + """ + path = pathlib.Path(path) + + if compact_numeric_lists: + # Define custom representer for compact numeric lists + def represent_list(dumper, data): + """ + Custom representer for lists to format them inline (flow style) + but only if they contain only numbers or nested numeric lists. + """ + if data and all( + isinstance(item, (int, float, np.integer, np.floating)) + or (isinstance(item, list) and all(isinstance(x, (int, float, np.integer, np.floating)) for x in item)) + for item in data + ): + return dumper.represent_sequence('tag:yaml.org,2002:seq', data, flow_style=True) + return dumper.represent_sequence('tag:yaml.org,2002:seq', data, flow_style=False) + + # Create custom dumper with the representer + class CompactDumper(yaml.SafeDumper): + pass + + CompactDumper.add_representer(list, represent_list) + + with open(path, 'w', encoding='utf-8') as f: + yaml.dump( + data, + f, + Dumper=CompactDumper, + indent=indent, + width=width, + allow_unicode=allow_unicode, + sort_keys=sort_keys, + default_flow_style=False, + **kwargs, + ) + else: + with open(path, 'w', encoding='utf-8') as f: + yaml.safe_dump( + data, + f, + indent=indent, + width=width, + allow_unicode=allow_unicode, + sort_keys=sort_keys, + default_flow_style=False, + **kwargs, + ) + + +def load_config_file(path: str | pathlib.Path) -> dict: + """ + Load a configuration file, automatically detecting JSON or YAML format. + + This function intelligently tries to load the file based on its extension, + with fallback support if the primary format fails. + + Supported extensions: + - .json: Tries JSON first, falls back to YAML + - .yaml, .yml: Tries YAML first, falls back to JSON + - Others: Tries YAML, then JSON + + Args: + path: Path to the configuration file. + + Returns: + Loaded configuration as a dictionary. + + Raises: + FileNotFoundError: If the file does not exist. + ValueError: If neither JSON nor YAML parsing succeeds. + """ + path = pathlib.Path(path) + + if not path.exists(): + raise FileNotFoundError(f'Configuration file not found: {path}') + + # Try based on file extension + # Normalize extension to lowercase for case-insensitive matching + suffix = path.suffix.lower() + + if suffix == '.json': + try: + return load_json(path) + except json.JSONDecodeError: + logger.warning(f'Failed to parse {path} as JSON, trying YAML') + try: + return load_yaml(path) + except yaml.YAMLError as e: + raise ValueError(f'Failed to parse {path} as JSON or YAML') from e + + elif suffix in ['.yaml', '.yml']: + try: + return load_yaml(path) + except yaml.YAMLError: + logger.warning(f'Failed to parse {path} as YAML, trying JSON') + try: + return load_json(path) + except json.JSONDecodeError as e: + raise ValueError(f'Failed to parse {path} as YAML or JSON') from e + + else: + # Unknown extension, try YAML first (more common for config) + try: + return load_yaml(path) + except yaml.YAMLError: + try: + return load_json(path) + except json.JSONDecodeError as e: + raise ValueError(f'Failed to parse {path} as YAML or JSON') from e + + +def _save_yaml_multiline(data, output_file='formatted_output.yaml'): """ Save dictionary data to YAML with proper multi-line string formatting. Handles complex string patterns including backticks, special characters, @@ -62,14 +332,14 @@ def represent_str(dumper, data): # Use plain style for simple strings return dumper.represent_scalar('tag:yaml.org,2002:str', data) - # Add the string representer to SafeDumper - yaml.add_representer(str, represent_str, Dumper=yaml.SafeDumper) - # Configure dumper options for better formatting class CustomDumper(yaml.SafeDumper): def increase_indent(self, flow=False, indentless=False): return super().increase_indent(flow, False) + # Bind representer locally to CustomDumper to avoid global side effects + CustomDumper.add_representer(str, represent_str) + # Write to file with settings that ensure proper formatting with open(output_file, 'w', encoding='utf-8') as file: yaml.dump( @@ -80,7 +350,7 @@ def increase_indent(self, flow=False, indentless=False): default_flow_style=False, # Use block style for mappings width=1000, # Set a reasonable line width allow_unicode=True, # Support Unicode characters - indent=2, # Set consistent indentation + indent=4, # Set consistent indentation ) @@ -190,7 +460,7 @@ def document_linopy_model(model: linopy.Model, path: pathlib.Path | None = None) if path is not None: if path.suffix not in ['.yaml', '.yml']: raise ValueError(f'Invalid file extension for path {path}. Only .yaml and .yml are supported') - _save_to_yaml(documentation, str(path)) + _save_yaml_multiline(documentation, str(path)) return documentation @@ -215,16 +485,6 @@ def save_dataset_to_netcdf( if path.suffix not in ['.nc', '.nc4']: raise ValueError(f'Invalid file extension for path {path}. Only .nc and .nc4 are supported') - apply_encoding = False - if compression != 0: - if importlib.util.find_spec('netCDF4') is not None: - apply_encoding = True - else: - logger.warning( - 'Dataset was exported without compression due to missing dependency "netcdf4".' - 'Install netcdf4 via `pip install netcdf4`.' - ) - ds = ds.copy(deep=True) ds.attrs = {'attrs': json.dumps(ds.attrs)} @@ -241,8 +501,9 @@ def save_dataset_to_netcdf( ds.to_netcdf( path, encoding=None - if not apply_encoding + if compression == 0 else {data_var: {'zlib': True, 'complevel': compression} for data_var in ds.data_vars}, + engine='netcdf4', ) @@ -256,7 +517,7 @@ def load_dataset_from_netcdf(path: str | pathlib.Path) -> xr.Dataset: Returns: Dataset: Loaded dataset with restored attrs. """ - ds = xr.load_dataset(path) + ds = xr.load_dataset(str(path), engine='netcdf4') # Restore Dataset attrs if 'attrs' in ds.attrs: @@ -328,3 +589,404 @@ def update(self, new_name: str | None = None, new_folder: pathlib.Path | None = raise FileNotFoundError(f'Folder {new_folder} does not exist or is not a directory.') self.folder = new_folder self._update_paths() + + +def numeric_to_str_for_repr( + value: int | float | np.integer | np.floating | np.ndarray | pd.Series | pd.DataFrame | xr.DataArray, + precision: int = 1, + atol: float = 1e-10, +) -> str: + """Format value for display in repr methods. + + For single values or uniform arrays, returns the formatted value. + For arrays with variation, returns a range showing min-max. + + Args: + value: Numeric value or container (DataArray, array, Series, DataFrame) + precision: Number of decimal places (default: 1) + atol: Absolute tolerance for considering values equal (default: 1e-10) + + Returns: + Formatted string representation: + - Single/uniform values: "100.0" + - Nearly uniform values: "~100.0" (values differ slightly but display similarly) + - Varying values: "50.0-150.0" (shows range from min to max) + + Raises: + TypeError: If value cannot be converted to numeric format + """ + # Handle simple scalar types + if isinstance(value, (int, float, np.integer, np.floating)): + return f'{float(value):.{precision}f}' + + # Extract array data for variation checking + arr = None + if isinstance(value, xr.DataArray): + arr = value.values.flatten() + elif isinstance(value, (np.ndarray, pd.Series)): + arr = np.asarray(value).flatten() + elif isinstance(value, pd.DataFrame): + arr = value.values.flatten() + else: + # Fallback for unknown types + try: + return f'{float(value):.{precision}f}' + except (TypeError, ValueError) as e: + raise TypeError(f'Cannot format value of type {type(value).__name__} for repr') from e + + # Normalize dtype and handle empties + arr = arr.astype(float, copy=False) + if arr.size == 0: + return '?' + + # Filter non-finite values + finite = arr[np.isfinite(arr)] + if finite.size == 0: + return 'nan' + + # Check for single value + if finite.size == 1: + return f'{float(finite[0]):.{precision}f}' + + # Check if all values are the same or very close + min_val = float(np.nanmin(finite)) + max_val = float(np.nanmax(finite)) + + # First check: values are essentially identical + if np.allclose(min_val, max_val, atol=atol): + return f'{float(np.mean(finite)):.{precision}f}' + + # Second check: display values are the same but actual values differ slightly + min_str = f'{min_val:.{precision}f}' + max_str = f'{max_val:.{precision}f}' + if min_str == max_str: + return f'~{min_str}' + + # Values vary significantly - show range + return f'{min_str}-{max_str}' + + +def _format_value_for_repr(value) -> str: + """Format a single value for display in repr. + + Args: + value: The value to format + + Returns: + Formatted string representation of the value + """ + # Format numeric types using specialized formatter + if isinstance(value, (int, float, np.integer, np.floating, np.ndarray, pd.Series, pd.DataFrame, xr.DataArray)): + try: + return numeric_to_str_for_repr(value) + except Exception: + value_repr = repr(value) + if len(value_repr) > 50: + value_repr = value_repr[:47] + '...' + return value_repr + + # Format dicts with numeric/array values nicely + elif isinstance(value, dict): + try: + formatted_items = [] + for k, v in value.items(): + if isinstance( + v, (int, float, np.integer, np.floating, np.ndarray, pd.Series, pd.DataFrame, xr.DataArray) + ): + v_str = numeric_to_str_for_repr(v) + else: + v_str = repr(v) + if len(v_str) > 30: + v_str = v_str[:27] + '...' + formatted_items.append(f'{repr(k)}: {v_str}') + value_repr = '{' + ', '.join(formatted_items) + '}' + if len(value_repr) > 50: + value_repr = value_repr[:47] + '...' + return value_repr + except Exception: + value_repr = repr(value) + if len(value_repr) > 50: + value_repr = value_repr[:47] + '...' + return value_repr + + # Default repr with truncation + else: + value_repr = repr(value) + if len(value_repr) > 50: + value_repr = value_repr[:47] + '...' + return value_repr + + +def build_repr_from_init( + obj: object, + excluded_params: set[str] | None = None, + label_as_positional: bool = True, + skip_default_size: bool = False, +) -> str: + """Build a repr string from __init__ signature, showing non-default parameter values. + + This utility function extracts common repr logic used across flixopt classes. + It introspects the __init__ method to build a constructor-style repr showing + only parameters that differ from their defaults. + + Args: + obj: The object to create repr for + excluded_params: Set of parameter names to exclude (e.g., {'self', 'inputs', 'outputs'}) + Default excludes 'self', 'label', and 'kwargs' + label_as_positional: If True and 'label' param exists, show it as first positional arg + skip_default_size: If True, skip 'size' parameter when it equals CONFIG.Modeling.big + + Returns: + Formatted repr string like: ClassName("label", param=value) + """ + if excluded_params is None: + excluded_params = {'self', 'label', 'kwargs'} + else: + # Always exclude 'self' + excluded_params = excluded_params | {'self'} + + try: + # Get the constructor arguments and their current values + init_signature = inspect.signature(obj.__init__) + init_params = init_signature.parameters + + # Check if this has a 'label' parameter - if so, show it first as positional + has_label = 'label' in init_params and label_as_positional + + # Build kwargs for non-default parameters + kwargs_parts = [] + label_value = None + + for param_name, param in init_params.items(): + # Skip *args and **kwargs + if param.kind in (inspect.Parameter.VAR_POSITIONAL, inspect.Parameter.VAR_KEYWORD): + continue + + # Handle label separately if showing as positional (check BEFORE excluded_params) + if param_name == 'label' and has_label: + label_value = getattr(obj, param_name, None) + continue + + # Now check if parameter should be excluded + if param_name in excluded_params: + continue + + # Get current value + value = getattr(obj, param_name, None) + + # Skip if value matches default + if param.default != inspect.Parameter.empty: + # Special handling for empty containers (even if default was None) + if isinstance(value, (dict, list, tuple, set)) and len(value) == 0: + if param.default is None or ( + isinstance(param.default, (dict, list, tuple, set)) and len(param.default) == 0 + ): + continue + + # Handle array comparisons (xarray, numpy) + elif isinstance(value, (xr.DataArray, np.ndarray)): + try: + if isinstance(param.default, (xr.DataArray, np.ndarray)): + # Compare arrays element-wise + if isinstance(value, xr.DataArray) and isinstance(param.default, xr.DataArray): + if value.equals(param.default): + continue + elif np.array_equal(value, param.default): + continue + elif isinstance(param.default, (int, float, np.integer, np.floating)): + # Compare array to scalar (e.g., after transform_data converts scalar to DataArray) + if isinstance(value, xr.DataArray): + if np.all(value.values == float(param.default)): + continue + elif isinstance(value, np.ndarray): + if np.all(value == float(param.default)): + continue + except Exception: + pass # If comparison fails, include in repr + + # Handle numeric comparisons (deals with 0 vs 0.0, int vs float) + elif isinstance(value, (int, float, np.integer, np.floating)) and isinstance( + param.default, (int, float, np.integer, np.floating) + ): + try: + if float(value) == float(param.default): + continue + except (ValueError, TypeError): + pass + + elif value == param.default: + continue + + # Skip None values if default is None + if value is None and param.default is None: + continue + + # Special case: hide CONFIG.Modeling.big for size parameter + if skip_default_size and param_name == 'size': + from .config import CONFIG + + try: + if isinstance(value, (int, float, np.integer, np.floating)): + if float(value) == CONFIG.Modeling.big: + continue + except Exception: + pass + + # Format value using helper function + value_repr = _format_value_for_repr(value) + kwargs_parts.append(f'{param_name}={value_repr}') + + # Build args string with label first as positional if present + if has_label and label_value is not None: + # Use label_full if available, otherwise label + if hasattr(obj, 'label_full'): + label_repr = repr(obj.label_full) + else: + label_repr = repr(label_value) + + if len(label_repr) > 50: + label_repr = label_repr[:47] + '...' + args_str = label_repr + if kwargs_parts: + args_str += ', ' + ', '.join(kwargs_parts) + else: + args_str = ', '.join(kwargs_parts) + + # Build final repr + class_name = obj.__class__.__name__ + + return f'{class_name}({args_str})' + + except Exception: + # Fallback if introspection fails + return f'{obj.__class__.__name__}()' + + +def format_flow_details(obj, has_inputs: bool = True, has_outputs: bool = True) -> str: + """Format inputs and outputs as indented bullet list. + + Args: + obj: Object with 'inputs' and/or 'outputs' attributes + has_inputs: Whether to check for inputs + has_outputs: Whether to check for outputs + + Returns: + Formatted string with flow details (including leading newline), or empty string if no flows + """ + flow_lines = [] + + if has_inputs and hasattr(obj, 'inputs') and obj.inputs: + flow_lines.append(' inputs:') + for flow in obj.inputs: + flow_lines.append(f' * {repr(flow)}') + + if has_outputs and hasattr(obj, 'outputs') and obj.outputs: + flow_lines.append(' outputs:') + for flow in obj.outputs: + flow_lines.append(f' * {repr(flow)}') + + return '\n' + '\n'.join(flow_lines) if flow_lines else '' + + +def format_title_with_underline(title: str, underline_char: str = '-') -> str: + """Format a title with underline of matching length. + + Args: + title: The title text + underline_char: Character to use for underline (default: '-') + + Returns: + Formatted string: "Title\\n-----\\n" + """ + return f'{title}\n{underline_char * len(title)}\n' + + +def format_sections_with_headers(sections: dict[str, str], underline_char: str = '-') -> list[str]: + """Format sections with underlined headers. + + Args: + sections: Dict mapping section headers to content + underline_char: Character for underlining headers + + Returns: + List of formatted section strings + """ + formatted_sections = [] + for section_header, section_content in sections.items(): + underline = underline_char * len(section_header) + formatted_sections.append(f'{section_header}\n{underline}\n{section_content}') + return formatted_sections + + +def build_metadata_info(parts: list[str], prefix: str = ' | ') -> str: + """Build metadata info string from parts. + + Args: + parts: List of metadata strings (empty strings are filtered out) + prefix: Prefix to add if parts is non-empty + + Returns: + Formatted info string or empty string + """ + # Filter out empty strings + parts = [p for p in parts if p] + if not parts: + return '' + info = ' | '.join(parts) + return prefix + info if prefix else info + + +@contextmanager +def suppress_output(): + """ + Suppress all console output including C-level output from solvers. + + WARNING: Not thread-safe. Modifies global file descriptors. + Use only with sequential execution or multiprocessing. + """ + # Save original file descriptors + old_stdout_fd = os.dup(1) + old_stderr_fd = os.dup(2) + devnull_fd = None + + try: + # Open devnull + devnull_fd = os.open(os.devnull, os.O_WRONLY) + + # Flush Python buffers before redirecting + sys.stdout.flush() + sys.stderr.flush() + + # Redirect file descriptors to devnull + os.dup2(devnull_fd, 1) + os.dup2(devnull_fd, 2) + + yield + + finally: + # Restore original file descriptors with nested try blocks + # to ensure all cleanup happens even if one step fails + try: + # Flush any buffered output in the redirected streams + sys.stdout.flush() + sys.stderr.flush() + except (OSError, ValueError): + pass # Stream might be closed or invalid + + try: + os.dup2(old_stdout_fd, 1) + except OSError: + pass # Failed to restore stdout, continue cleanup + + try: + os.dup2(old_stderr_fd, 2) + except OSError: + pass # Failed to restore stderr, continue cleanup + + # Close all file descriptors + for fd in [devnull_fd, old_stdout_fd, old_stderr_fd]: + if fd is not None: + try: + os.close(fd) + except OSError: + pass # FD already closed or invalid diff --git a/flixopt/modeling.py b/flixopt/modeling.py index b29ba7475..ad4926f1c 100644 --- a/flixopt/modeling.py +++ b/flixopt/modeling.py @@ -25,7 +25,7 @@ def to_binary( Args: values: Input DataArray to convert to binary - epsilon: Tolerance for zero detection (uses CONFIG.modeling.EPSILON if None) + epsilon: Tolerance for zero detection (uses CONFIG.Modeling.epsilon if None) dims: Dims to keep. Other dimensions are collapsed using .any() -> If any value is 1, all are 1. Returns: @@ -35,7 +35,7 @@ def to_binary( values = xr.DataArray(values, dims=['time'], coords={'time': range(len(values))}) if epsilon is None: - epsilon = CONFIG.modeling.EPSILON + epsilon = CONFIG.Modeling.epsilon if values.size == 0: return xr.DataArray(0) if values.item() < epsilon else xr.DataArray(1) @@ -53,49 +53,67 @@ def to_binary( @staticmethod def count_consecutive_states( - binary_values: xr.DataArray, + binary_values: xr.DataArray | np.ndarray | list[int, float], dim: str = 'time', - epsilon: float = None, + epsilon: float | None = None, ) -> float: - """ - Counts the number of consecutive states in a binary time series. + """Count consecutive steps in the final active state of a binary time series. + + This function counts how many consecutive time steps the series remains "on" + (non-zero) at the end of the time series. If the final state is "off", returns 0. Args: - binary_values: Binary DataArray - dim: Dimension to count consecutive states over - epsilon: Tolerance for zero detection (uses CONFIG.modeling.EPSILON if None) + binary_values: Binary DataArray with values close to 0 (off) or 1 (on). + dim: Dimension along which to count consecutive states. + epsilon: Tolerance for zero detection. Uses CONFIG.Modeling.epsilon if None. Returns: - The consecutive number of steps spent in the final state of the timeseries - """ - if epsilon is None: - epsilon = CONFIG.modeling.EPSILON + Sum of values in the final consecutive "on" period. Returns 0.0 if the + final state is "off". + + Examples: + >>> arr = xr.DataArray([0, 0, 1, 1, 1, 0, 1, 1], dims=['time']) + >>> ModelingUtilitiesAbstract.count_consecutive_states(arr) + 2.0 - binary_values = binary_values.any(dim=[d for d in binary_values.dims if d != dim]) + >>> arr = [0, 0, 1, 0, 1, 1, 1, 1] + >>> ModelingUtilitiesAbstract.count_consecutive_states(arr) + 4.0 + """ + epsilon = epsilon or CONFIG.Modeling.epsilon + + if isinstance(binary_values, xr.DataArray): + # xarray path + other_dims = [d for d in binary_values.dims if d != dim] + if other_dims: + binary_values = binary_values.any(dim=other_dims) + arr = binary_values.values + else: + # numpy/array-like path + arr = np.asarray(binary_values) - # Handle scalar case - if binary_values.ndim == 0: - return float(binary_values.item()) + # Flatten to 1D if needed + arr = arr.ravel() if arr.ndim > 1 else arr - # Check if final state is off - if np.isclose(binary_values.isel({dim: -1}).item(), 0, atol=epsilon).all(): + # Handle edge cases + if arr.size == 0: return 0.0 + if arr.size == 1: + return float(arr[0]) if not np.isclose(arr[0], 0, atol=epsilon) else 0.0 - # Find consecutive 'on' period from the end - is_zero = np.isclose(binary_values, 0, atol=epsilon) + # Return 0 if final state is off + if np.isclose(arr[-1], 0, atol=epsilon): + return 0.0 - # Find the last zero, then sum everything after it + # Find the last zero position (treat NaNs as off) + arr = np.nan_to_num(arr, nan=0.0) + is_zero = np.isclose(arr, 0, atol=epsilon) zero_indices = np.where(is_zero)[0] - if len(zero_indices) == 0: - # All 'on' - sum everything - start_idx = 0 - else: - # Start after last zero - start_idx = zero_indices[-1] + 1 - consecutive_values = binary_values.isel({dim: slice(start_idx, None)}) + # Calculate sum from last zero to end + start_idx = zero_indices[-1] + 1 if zero_indices.size > 0 else 0 - return float(consecutive_values.sum().item()) # TODO: Som only over one dim? + return float(np.sum(arr[start_idx:])) class ModelingUtilities: @@ -111,7 +129,7 @@ def compute_consecutive_hours_in_state( Args: binary_values: Binary DataArray with 'time' dim, or scalar/array hours_per_timestep: Duration of each timestep in hours - epsilon: Tolerance for zero detection (uses CONFIG.modeling.EPSILON if None) + epsilon: Tolerance for zero detection (uses CONFIG.Modeling.epsilon if None) Returns: The duration of the final consecutive 'on' period in hours @@ -226,6 +244,8 @@ def consecutive_duration_tracking( short_name: str = None, minimum_duration: TemporalData | None = None, maximum_duration: TemporalData | None = None, + duration_dim: str = 'time', + duration_per_step: int | float | TemporalData = None, previous_duration: TemporalData = 0, ) -> tuple[linopy.Variable, tuple[linopy.Constraint, linopy.Constraint, linopy.Constraint]]: """ @@ -233,9 +253,9 @@ def consecutive_duration_tracking( Mathematical formulation: duration[t] ≤ state[t] * M ∀t - duration[t+1] ≤ duration[t] + hours_per_step[t] ∀t - duration[t+1] ≥ duration[t] + hours_per_step[t] + (state[t+1] - 1) * M ∀t - duration[0] = (hours_per_step[0] + previous_duration) * state[0] + duration[t+1] ≤ duration[t] + duration_per_step[t] ∀t + duration[t+1] ≥ duration[t] + duration_per_step[t] + (state[t+1] - 1) * M ∀t + duration[0] = (duration_per_step[0] + previous_duration) * state[0] If minimum_duration provided: duration[t] ≥ (state[t-1] - state[t]) * minimum_duration[t-1] ∀t > 0 @@ -252,16 +272,15 @@ def consecutive_duration_tracking( constraints: {'ub': constraint, 'forward': constraint, 'backward': constraint, ...} """ if not isinstance(model, Submodel): - raise ValueError('ModelingPrimitives.sum_up_variable() can only be used with a Submodel') + raise ValueError('ModelingPrimitives.consecutive_duration_tracking() can only be used with a Submodel') - hours_per_step = model.hours_per_step - mega = hours_per_step.sum('time') + previous_duration # Big-M value + mega = duration_per_step.sum(duration_dim) + previous_duration # Big-M value # Duration variable duration = model.add_variables( lower=0, upper=maximum_duration if maximum_duration is not None else mega, - coords=model.get_coords(), + coords=state_variable.coords, name=name, short_name=short_name, ) @@ -271,25 +290,26 @@ def consecutive_duration_tracking( # Upper bound: duration[t] ≤ state[t] * M constraints['ub'] = model.add_constraints(duration <= state_variable * mega, name=f'{duration.name}|ub') - # Forward constraint: duration[t+1] ≤ duration[t] + hours_per_step[t] + # Forward constraint: duration[t+1] ≤ duration[t] + duration_per_step[t] constraints['forward'] = model.add_constraints( - duration.isel(time=slice(1, None)) - <= duration.isel(time=slice(None, -1)) + hours_per_step.isel(time=slice(None, -1)), + duration.isel({duration_dim: slice(1, None)}) + <= duration.isel({duration_dim: slice(None, -1)}) + duration_per_step.isel({duration_dim: slice(None, -1)}), name=f'{duration.name}|forward', ) - # Backward constraint: duration[t+1] ≥ duration[t] + hours_per_step[t] + (state[t+1] - 1) * M + # Backward constraint: duration[t+1] ≥ duration[t] + duration_per_step[t] + (state[t+1] - 1) * M constraints['backward'] = model.add_constraints( - duration.isel(time=slice(1, None)) - >= duration.isel(time=slice(None, -1)) - + hours_per_step.isel(time=slice(None, -1)) - + (state_variable.isel(time=slice(1, None)) - 1) * mega, + duration.isel({duration_dim: slice(1, None)}) + >= duration.isel({duration_dim: slice(None, -1)}) + + duration_per_step.isel({duration_dim: slice(None, -1)}) + + (state_variable.isel({duration_dim: slice(1, None)}) - 1) * mega, name=f'{duration.name}|backward', ) - # Initial condition: duration[0] = (hours_per_step[0] + previous_duration) * state[0] + # Initial condition: duration[0] = (duration_per_step[0] + previous_duration) * state[0] constraints['initial'] = model.add_constraints( - duration.isel(time=0) == (hours_per_step.isel(time=0) + previous_duration) * state_variable.isel(time=0), + duration.isel({duration_dim: 0}) + == (duration_per_step.isel({duration_dim: 0}) + previous_duration) * state_variable.isel({duration_dim: 0}), name=f'{duration.name}|initial', ) @@ -297,15 +317,24 @@ def consecutive_duration_tracking( if minimum_duration is not None: constraints['lb'] = model.add_constraints( duration - >= (state_variable.isel(time=slice(None, -1)) - state_variable.isel(time=slice(1, None))) - * minimum_duration.isel(time=slice(None, -1)), + >= ( + state_variable.isel({duration_dim: slice(None, -1)}) + - state_variable.isel({duration_dim: slice(1, None)}) + ) + * minimum_duration.isel({duration_dim: slice(None, -1)}), name=f'{duration.name}|lb', ) # Handle initial condition for minimum duration - if previous_duration > 0 and previous_duration < minimum_duration.isel(time=0).max(): + prev = ( + float(previous_duration) + if not isinstance(previous_duration, xr.DataArray) + else float(previous_duration.max().item()) + ) + min0 = float(minimum_duration.isel({duration_dim: 0}).max().item()) + if prev > 0 and prev < min0: constraints['initial_lb'] = model.add_constraints( - state_variable.isel(time=0) == 1, name=f'{duration.name}|initial_lb' + state_variable.isel({duration_dim: 0}) == 1, name=f'{duration.name}|initial_lb' ) variables = {'duration': duration} @@ -341,7 +370,7 @@ def mutual_exclusivity_constraint( AssertionError: If fewer than 2 variables provided or variables aren't binary """ if not isinstance(model, Submodel): - raise ValueError('ModelingPrimitives.sum_up_variable() can only be used with a Submodel') + raise ValueError('ModelingPrimitives.mutual_exclusivity_constraint() can only be used with a Submodel') assert len(binary_variables) >= 2, ( f'Mutual exclusivity requires at least 2 variables, got {len(binary_variables)}' @@ -367,7 +396,7 @@ def basic_bounds( variable: linopy.Variable, bounds: tuple[TemporalData, TemporalData], name: str = None, - ): + ) -> list[linopy.constraints.Constraint]: """Create simple bounds. variable ∈ [lower_bound, upper_bound] @@ -380,9 +409,7 @@ def basic_bounds( bounds: Tuple of (lower_bound, upper_bound) absolute bounds Returns: - Tuple containing: - - variables (Dict): Empty dict - - constraints (Dict[str, linopy.Constraint]): 'ub', 'lb' + List containing lower_bound and upper_bound constraints """ if not isinstance(model, Submodel): raise ValueError('BoundingPatterns.basic_bounds() can only be used with a Submodel') @@ -430,11 +457,11 @@ def bounds_with_state( lower_bound, upper_bound = bounds name = name or f'{variable.name}' - if np.all(lower_bound - upper_bound) < 1e-10: + if np.allclose(lower_bound, upper_bound, atol=1e-10, equal_nan=True): fix_constraint = model.add_constraints(variable == variable_state * upper_bound, name=f'{name}|fix') return [fix_constraint] - epsilon = np.maximum(CONFIG.modeling.EPSILON, lower_bound) + epsilon = np.maximum(CONFIG.Modeling.epsilon, lower_bound) upper_constraint = model.add_constraints(variable <= variable_state * upper_bound, name=f'{name}|ub') lower_constraint = model.add_constraints(variable >= variable_state * epsilon, name=f'{name}|lb') @@ -476,7 +503,7 @@ def scaled_bounds( rel_lower, rel_upper = relative_bounds name = name or f'{variable.name}' - if np.abs(rel_lower - rel_upper).all() < 10e-10: + if np.allclose(rel_lower, rel_upper, atol=1e-10, equal_nan=True): return [model.add_constraints(variable == scaling_variable * rel_lower, name=f'{name}|fixed')] upper_constraint = model.add_constraints(variable <= scaling_variable * rel_upper, name=f'{name}|ub') @@ -520,7 +547,7 @@ def scaled_bounds_with_state( List[linopy.Constraint]: List of constraint objects """ if not isinstance(model, Submodel): - raise ValueError('BoundingPatterns.active_bounds_with_state() can only be used with a Submodel') + raise ValueError('BoundingPatterns.scaled_bounds_with_state() can only be used with a Submodel') rel_lower, rel_upper = relative_bounds scaling_min, scaling_max = scaling_bounds @@ -534,7 +561,7 @@ def scaled_bounds_with_state( scaling_upper = model.add_constraints(variable <= scaling_variable * rel_upper, name=f'{name}|ub2') big_m_upper = rel_upper * scaling_max - big_m_lower = np.maximum(CONFIG.modeling.EPSILON, rel_lower * scaling_min) + big_m_lower = np.maximum(CONFIG.Modeling.epsilon, rel_lower * scaling_min) binary_upper = model.add_constraints(variable_state * big_m_upper >= variable, name=f'{name}|ub1') binary_lower = model.add_constraints(variable_state * big_m_lower <= variable, name=f'{name}|lb1') @@ -565,7 +592,7 @@ def state_transition_bounds( constraints: {'transition': constraint, 'initial': constraint, 'mutex': constraint} """ if not isinstance(model, Submodel): - raise ValueError('ModelingPrimitives.state_transition_variables() can only be used with a Submodel') + raise ValueError('ModelingPrimitives.state_transition_bounds() can only be used with a Submodel') # State transition constraints for t > 0 transition = model.add_constraints( @@ -585,3 +612,146 @@ def state_transition_bounds( mutex = model.add_constraints(switch_on + switch_off <= 1, name=f'{name}|mutex') return transition, initial, mutex + + @staticmethod + def continuous_transition_bounds( + model: Submodel, + continuous_variable: linopy.Variable, + switch_on: linopy.Variable, + switch_off: linopy.Variable, + name: str, + max_change: float | xr.DataArray, + previous_value: float | xr.DataArray = 0.0, + coord: str = 'time', + ) -> tuple[linopy.Constraint, linopy.Constraint, linopy.Constraint, linopy.Constraint]: + """ + Constrains a continuous variable to only change when switch variables are active. + + Mathematical formulation: + -max_change * (switch_on[t] + switch_off[t]) <= continuous[t] - continuous[t-1] <= max_change * (switch_on[t] + switch_off[t]) ∀t > 0 + -max_change * (switch_on[0] + switch_off[0]) <= continuous[0] - previous_value <= max_change * (switch_on[0] + switch_off[0]) + switch_on[t], switch_off[t] ∈ {0, 1} + + This ensures the continuous variable can only change when switch_on or switch_off is 1. + When both switches are 0, the variable must stay exactly constant. + + Args: + model: The submodel to add constraints to + continuous_variable: The continuous variable to constrain + switch_on: Binary variable indicating when changes are allowed (typically transitions to active state) + switch_off: Binary variable indicating when changes are allowed (typically transitions to inactive state) + name: Base name for the constraints + max_change: Maximum possible change in the continuous variable (Big-M value) + previous_value: Initial value of the continuous variable before first period + coord: Coordinate name for time dimension + + Returns: + Tuple of constraints: (transition_upper, transition_lower, initial_upper, initial_lower) + """ + if not isinstance(model, Submodel): + raise ValueError('ModelingPrimitives.continuous_transition_bounds() can only be used with a Submodel') + + # Transition constraints for t > 0: continuous variable can only change when switches are active + transition_upper = model.add_constraints( + continuous_variable.isel({coord: slice(1, None)}) - continuous_variable.isel({coord: slice(None, -1)}) + <= max_change * (switch_on.isel({coord: slice(1, None)}) + switch_off.isel({coord: slice(1, None)})), + name=f'{name}|transition_ub', + ) + + transition_lower = model.add_constraints( + -(continuous_variable.isel({coord: slice(1, None)}) - continuous_variable.isel({coord: slice(None, -1)})) + <= max_change * (switch_on.isel({coord: slice(1, None)}) + switch_off.isel({coord: slice(1, None)})), + name=f'{name}|transition_lb', + ) + + # Initial constraints for t = 0 + initial_upper = model.add_constraints( + continuous_variable.isel({coord: 0}) - previous_value + <= max_change * (switch_on.isel({coord: 0}) + switch_off.isel({coord: 0})), + name=f'{name}|initial_ub', + ) + + initial_lower = model.add_constraints( + -continuous_variable.isel({coord: 0}) + previous_value + <= max_change * (switch_on.isel({coord: 0}) + switch_off.isel({coord: 0})), + name=f'{name}|initial_lb', + ) + + return transition_upper, transition_lower, initial_upper, initial_lower + + @staticmethod + def link_changes_to_level_with_binaries( + model: Submodel, + level_variable: linopy.Variable, + increase_variable: linopy.Variable, + decrease_variable: linopy.Variable, + increase_binary: linopy.Variable, + decrease_binary: linopy.Variable, + name: str, + max_change: float | xr.DataArray, + previous_level: float | xr.DataArray = 0.0, + coord: str = 'period', + ) -> tuple[linopy.Constraint, linopy.Constraint, linopy.Constraint, linopy.Constraint, linopy.Constraint]: + """ + Link changes to level evolution with binary control and mutual exclusivity. + + Creates the complete constraint system for ALL time periods: + 1. level[0] = previous_level + increase[0] - decrease[0] + 2. level[t] = level[t-1] + increase[t] - decrease[t] ∀t > 0 + 3. increase[t] <= max_change * increase_binary[t] ∀t + 4. decrease[t] <= max_change * decrease_binary[t] ∀t + 5. increase_binary[t] + decrease_binary[t] <= 1 ∀t + + Args: + model: The submodel to add constraints to + increase_variable: Incremental additions for ALL periods (>= 0) + decrease_variable: Incremental reductions for ALL periods (>= 0) + increase_binary: Binary indicators for increases for ALL periods + decrease_binary: Binary indicators for decreases for ALL periods + level_variable: Level variable for ALL periods + name: Base name for constraints + max_change: Maximum change per period + previous_level: Level before first period + coord: Time coordinate name + + Returns: + Tuple of (initial_constraint, transition_constraints, increase_bounds, decrease_bounds, mutual_exclusion) + """ + if not isinstance(model, Submodel): + raise ValueError('BoundingPatterns.link_changes_to_level_with_binaries() can only be used with a Submodel') + + # 1. Initial period: level[0] - previous_level = increase[0] - decrease[0] + initial_constraint = model.add_constraints( + level_variable.isel({coord: 0}) - previous_level + == increase_variable.isel({coord: 0}) - decrease_variable.isel({coord: 0}), + name=f'{name}|initial_level', + ) + + # 2. Transition periods: level[t] = level[t-1] + increase[t] - decrease[t] for t > 0 + transition_constraints = model.add_constraints( + level_variable.isel({coord: slice(1, None)}) + == level_variable.isel({coord: slice(None, -1)}) + + increase_variable.isel({coord: slice(1, None)}) + - decrease_variable.isel({coord: slice(1, None)}), + name=f'{name}|transitions', + ) + + # 3. Increase bounds: increase[t] <= max_change * increase_binary[t] for all t + increase_bounds = model.add_constraints( + increase_variable <= increase_binary * max_change, + name=f'{name}|increase_bounds', + ) + + # 4. Decrease bounds: decrease[t] <= max_change * decrease_binary[t] for all t + decrease_bounds = model.add_constraints( + decrease_variable <= decrease_binary * max_change, + name=f'{name}|decrease_bounds', + ) + + # 5. Mutual exclusivity: increase_binary[t] + decrease_binary[t] <= 1 for all t + mutual_exclusion = model.add_constraints( + increase_binary + decrease_binary <= 1, + name=f'{name}|mutual_exclusion', + ) + + return initial_constraint, transition_constraints, increase_bounds, decrease_bounds, mutual_exclusion diff --git a/flixopt/plotting.py b/flixopt/plotting.py index 5c5cdc850..045cf7e99 100644 --- a/flixopt/plotting.py +++ b/flixopt/plotting.py @@ -27,9 +27,11 @@ import itertools import logging +import os import pathlib from typing import TYPE_CHECKING, Any, Literal +import matplotlib import matplotlib.colors as mcolors import matplotlib.pyplot as plt import numpy as np @@ -37,14 +39,17 @@ import plotly.express as px import plotly.graph_objects as go import plotly.offline -from plotly.exceptions import PlotlyError +import xarray as xr + +from .color_processing import process_colors +from .config import CONFIG if TYPE_CHECKING: import pyvis logger = logging.getLogger('flixopt') -# Define the colors for the 'portland' colormap in matplotlib +# Define the colors for the 'portland' colorscale in matplotlib _portland_colors = [ [12 / 255, 51 / 255, 131 / 255], # Dark blue [10 / 255, 136 / 255, 186 / 255], # Light blue @@ -53,7 +58,7 @@ [217 / 255, 30 / 255, 30 / 255], # Red ] -# Check if the colormap already exists before registering it +# Check if the colorscale already exists before registering it if hasattr(plt, 'colormaps'): # Matplotlib >= 3.7 registry = plt.colormaps if 'portland' not in registry: @@ -68,9 +73,9 @@ Color specifications can take several forms to accommodate different use cases: -**Named Colormaps** (str): - - Standard colormaps: 'viridis', 'plasma', 'cividis', 'tab10', 'Set1' - - Energy-focused: 'portland' (custom flixopt colormap for energy systems) +**Named colorscales** (str): + - Standard colorscales: 'turbo', 'plasma', 'cividis', 'tab10', 'Set1' + - Energy-focused: 'portland' (custom flixopt colorscale for energy systems) - Backend-specific maps available in Plotly and Matplotlib **Color Lists** (list[str]): @@ -85,8 +90,8 @@ Examples: ```python - # Named colormap - colors = 'viridis' # Automatic color generation + # Named colorscale + colors = 'turbo' # Automatic color generation # Explicit color list colors = ['red', 'blue', 'green', '#FFD700'] @@ -109,7 +114,7 @@ References: - HTML Color Names: https://htmlcolorcodes.com/color-names/ - - Matplotlib Colormaps: https://matplotlib.org/stable/tutorials/colors/colormaps.html + - Matplotlib colorscales: https://matplotlib.org/stable/tutorials/colors/colorscales.html - Plotly Built-in Colorscales: https://plotly.com/python/builtin-colorscales/ """ @@ -117,434 +122,520 @@ """Identifier for the plotting engine to use.""" -class ColorProcessor: - """Intelligent color management system for consistent multi-backend visualization. +def _ensure_dataset(data: xr.Dataset | pd.DataFrame | pd.Series) -> xr.Dataset: + """Convert DataFrame or Series to Dataset if needed.""" + if isinstance(data, xr.Dataset): + return data + elif isinstance(data, pd.DataFrame): + # Convert DataFrame to Dataset + return data.to_xarray() + elif isinstance(data, pd.Series): + # Convert Series to DataFrame first, then to Dataset + return data.to_frame().to_xarray() + else: + raise TypeError(f'Data must be xr.Dataset, pd.DataFrame, or pd.Series, got {type(data).__name__}') - This class provides unified color processing across Plotly and Matplotlib backends, - ensuring consistent visual appearance regardless of the plotting engine used. - It handles color palette generation, named colormap translation, and intelligent - color cycling for complex datasets with many categories. - Key Features: - **Backend Agnostic**: Automatic color format conversion between engines - **Palette Management**: Support for named colormaps, custom palettes, and color lists - **Intelligent Cycling**: Smart color assignment for datasets with many categories - **Fallback Handling**: Graceful degradation when requested colormaps are unavailable - **Energy System Colors**: Built-in palettes optimized for energy system visualization +def _validate_plotting_data(data: xr.Dataset, allow_empty: bool = False) -> None: + """Validate dataset for plotting (checks for empty data, non-numeric types, etc.).""" + # Check for empty data + if not allow_empty and len(data.data_vars) == 0: + raise ValueError('Empty Dataset provided (no variables). Cannot create plot.') + + # Check if dataset has any data (xarray uses nbytes for total size) + if all(data[var].size == 0 for var in data.data_vars) if len(data.data_vars) > 0 else True: + if not allow_empty and len(data.data_vars) > 0: + raise ValueError('Dataset has zero size. Cannot create plot.') + if len(data.data_vars) == 0: + return # Empty dataset, nothing to validate + return + + # Check for non-numeric data types + for var in data.data_vars: + dtype = data[var].dtype + if not np.issubdtype(dtype, np.number): + raise TypeError( + f"Variable '{var}' has non-numeric dtype '{dtype}'. " + f'Plotting requires numeric data types (int, float, etc.).' + ) - Color Input Types: - - **Named Colormaps**: 'viridis', 'plasma', 'portland', 'tab10', etc. - - **Color Lists**: ['red', 'blue', 'green'] or ['#FF0000', '#0000FF', '#00FF00'] - - **Label Dictionaries**: {'Generator': 'red', 'Storage': 'blue', 'Load': 'green'} + # Warn about NaN/Inf values + for var in data.data_vars: + if np.isnan(data[var].values).any(): + logger.debug(f"Variable '{var}' contains NaN values which may affect visualization.") + if np.isinf(data[var].values).any(): + logger.debug(f"Variable '{var}' contains Inf values which may affect visualization.") - Examples: - Basic color processing: - ```python - # Initialize for Plotly backend - processor = ColorProcessor(engine='plotly', default_colormap='viridis') +def with_plotly( + data: xr.Dataset | pd.DataFrame | pd.Series, + mode: Literal['stacked_bar', 'line', 'area', 'grouped_bar'] = 'stacked_bar', + colors: ColorType | None = None, + title: str = '', + ylabel: str = '', + xlabel: str = '', + facet_by: str | list[str] | None = None, + animate_by: str | None = None, + facet_cols: int | None = None, + shared_yaxes: bool = True, + shared_xaxes: bool = True, + **px_kwargs: Any, +) -> go.Figure: + """ + Plot data with Plotly using facets (subplots) and/or animation for multidimensional data. - # Process different color specifications - colors = processor.process_colors('plasma', ['Gen1', 'Gen2', 'Storage']) - colors = processor.process_colors(['red', 'blue', 'green'], ['A', 'B', 'C']) - colors = processor.process_colors({'Wind': 'skyblue', 'Solar': 'gold'}, ['Wind', 'Solar', 'Gas']) + Uses Plotly Express for convenient faceting and animation with automatic styling. - # Switch to Matplotlib - processor = ColorProcessor(engine='matplotlib') - mpl_colors = processor.process_colors('tab10', component_labels) - ``` + Args: + data: An xarray Dataset, pandas DataFrame, or pandas Series to plot. + mode: The plotting mode. Use 'stacked_bar' for stacked bar charts, 'line' for lines, + 'area' for stacked area charts, or 'grouped_bar' for grouped bar charts. + colors: Color specification (colorscale, list, or dict mapping labels to colors). + title: The main title of the plot. + ylabel: The label for the y-axis. + xlabel: The label for the x-axis. + facet_by: Dimension(s) to create facets for. Creates a subplot grid. + Can be a single dimension name or list of dimensions (max 2 for facet_row and facet_col). + If the dimension doesn't exist in the data, it will be silently ignored. + animate_by: Dimension to animate over. Creates animation frames. + If the dimension doesn't exist in the data, it will be silently ignored. + facet_cols: Number of columns in the facet grid (used when facet_by is single dimension). + shared_yaxes: Whether subplots share y-axes. + shared_xaxes: Whether subplots share x-axes. + **px_kwargs: Additional keyword arguments passed to the underlying Plotly Express function + (px.bar, px.line, px.area). These override default arguments if provided. + Examples: range_x=[0, 100], range_y=[0, 50], category_orders={...}, line_shape='linear' - Energy system visualization: + Returns: + A Plotly figure object containing the faceted/animated plot. You can further customize + the returned figure using Plotly's methods (e.g., fig.update_traces(), fig.update_layout()). - ```python - # Specialized energy system palette - energy_colors = { - 'Natural_Gas': '#8B4513', # Brown - 'Electricity': '#FFD700', # Gold - 'Heat': '#FF4500', # Red-orange - 'Cooling': '#87CEEB', # Sky blue - 'Hydrogen': '#E6E6FA', # Lavender - 'Battery': '#32CD32', # Lime green - } + Examples: + Simple plot: - processor = ColorProcessor('plotly') - flow_colors = processor.process_colors(energy_colors, flow_labels) + ```python + fig = with_plotly(dataset, mode='area', title='Energy Mix') ``` - Args: - engine: Plotting backend ('plotly' or 'matplotlib'). Determines output color format. - default_colormap: Fallback colormap when requested palettes are unavailable. - Common options: 'viridis', 'plasma', 'tab10', 'portland'. - - """ - - def __init__(self, engine: PlottingEngine = 'plotly', default_colormap: str = 'viridis'): - """Initialize the color processor with specified backend and defaults.""" - if engine not in ['plotly', 'matplotlib']: - raise TypeError(f'engine must be "plotly" or "matplotlib", but is {engine}') - self.engine = engine - self.default_colormap = default_colormap - - def _generate_colors_from_colormap(self, colormap_name: str, num_colors: int) -> list[Any]: - """ - Generate colors from a named colormap. - - Args: - colormap_name: Name of the colormap - num_colors: Number of colors to generate - - Returns: - list of colors in the format appropriate for the engine - """ - if self.engine == 'plotly': - try: - colorscale = px.colors.get_colorscale(colormap_name) - except PlotlyError as e: - logger.warning(f"Colorscale '{colormap_name}' not found in Plotly. Using {self.default_colormap}: {e}") - colorscale = px.colors.get_colorscale(self.default_colormap) - - # Generate evenly spaced points - color_points = [i / (num_colors - 1) for i in range(num_colors)] if num_colors > 1 else [0] - return px.colors.sample_colorscale(colorscale, color_points) - - else: # matplotlib - try: - cmap = plt.get_cmap(colormap_name, num_colors) - except ValueError as e: - logger.warning( - f"Colormap '{colormap_name}' not found in Matplotlib. Using {self.default_colormap}: {e}" - ) - cmap = plt.get_cmap(self.default_colormap, num_colors) + Facet by scenario: - return [cmap(i) for i in range(num_colors)] + ```python + fig = with_plotly(dataset, facet_by='scenario', facet_cols=2) + ``` - def _handle_color_list(self, colors: list[str], num_labels: int) -> list[str]: - """ - Handle a list of colors, cycling if necessary. + Animate by period: - Args: - colors: list of color strings - num_labels: Number of labels that need colors + ```python + fig = with_plotly(dataset, animate_by='period') + ``` - Returns: - list of colors matching the number of labels - """ - if len(colors) == 0: - logger.warning(f'Empty color list provided. Using {self.default_colormap} instead.') - return self._generate_colors_from_colormap(self.default_colormap, num_labels) + Facet and animate: - if len(colors) < num_labels: - logger.warning( - f'Not enough colors provided ({len(colors)}) for all labels ({num_labels}). Colors will cycle.' - ) - # Cycle through the colors - color_iter = itertools.cycle(colors) - return [next(color_iter) for _ in range(num_labels)] - else: - # Trim if necessary - if len(colors) > num_labels: - logger.warning( - f'More colors provided ({len(colors)}) than labels ({num_labels}). Extra colors will be ignored.' - ) - return colors[:num_labels] - - def _handle_color_dict(self, colors: dict[str, str], labels: list[str]) -> list[str]: - """ - Handle a dictionary mapping labels to colors. - - Args: - colors: Dictionary mapping labels to colors - labels: list of labels that need colors - - Returns: - list of colors in the same order as labels - """ - if len(colors) == 0: - logger.warning(f'Empty color dictionary provided. Using {self.default_colormap} instead.') - return self._generate_colors_from_colormap(self.default_colormap, len(labels)) - - # Find missing labels - missing_labels = sorted(set(labels) - set(colors.keys())) - if missing_labels: - logger.warning( - f'Some labels have no color specified: {missing_labels}. Using {self.default_colormap} for these.' - ) - - # Generate colors for missing labels - missing_colors = self._generate_colors_from_colormap(self.default_colormap, len(missing_labels)) + ```python + fig = with_plotly(dataset, facet_by='scenario', animate_by='period') + ``` - # Create a copy to avoid modifying the original - colors_copy = colors.copy() - for i, label in enumerate(missing_labels): - colors_copy[label] = missing_colors[i] - else: - colors_copy = colors - - # Create color list in the same order as labels - return [colors_copy[label] for label in labels] - - def process_colors( - self, - colors: ColorType, - labels: list[str], - return_mapping: bool = False, - ) -> list[Any] | dict[str, Any]: - """ - Process colors for the specified labels. - - Args: - colors: Color specification (colormap name, list of colors, or label-to-color mapping) - labels: list of data labels that need colors assigned - return_mapping: If True, returns a dictionary mapping labels to colors; - if False, returns a list of colors in the same order as labels - - Returns: - Either a list of colors or a dictionary mapping labels to colors - """ - if len(labels) == 0: - logger.warning('No labels provided for color assignment.') - return {} if return_mapping else [] - - # Process based on type of colors input - if isinstance(colors, str): - color_list = self._generate_colors_from_colormap(colors, len(labels)) - elif isinstance(colors, list): - color_list = self._handle_color_list(colors, len(labels)) - elif isinstance(colors, dict): - color_list = self._handle_color_dict(colors, labels) - else: - logger.warning( - f'Unsupported color specification type: {type(colors)}. Using {self.default_colormap} instead.' - ) - color_list = self._generate_colors_from_colormap(self.default_colormap, len(labels)) + Customize with Plotly Express kwargs: - # Return either a list or a mapping - if return_mapping: - return {label: color_list[i] for i, label in enumerate(labels)} - else: - return color_list + ```python + fig = with_plotly(dataset, range_y=[0, 100], line_shape='linear') + ``` + Further customize the returned figure: -def with_plotly( - data: pd.DataFrame, - style: Literal['stacked_bar', 'line', 'area', 'grouped_bar'] = 'stacked_bar', - colors: ColorType = 'viridis', - title: str = '', - ylabel: str = '', - xlabel: str = 'Time in h', - fig: go.Figure | None = None, -) -> go.Figure: + ```python + fig = with_plotly(dataset, mode='line') + fig.update_traces(line={'width': 5, 'dash': 'dot'}) + fig.update_layout(template='plotly_dark', width=1200, height=600) + ``` """ - Plot a DataFrame with Plotly, using either stacked bars or stepped lines. + if colors is None: + colors = CONFIG.Plotting.default_qualitative_colorscale - Args: - data: A DataFrame containing the data to plot, where the index represents time (e.g., hours), - and each column represents a separate data series. - style: The plotting style. Use 'stacked_bar' for stacked bar charts, 'line' for stepped lines, - or 'area' for stacked area charts. - colors: Color specification, can be: - - A string with a colorscale name (e.g., 'viridis', 'plasma') - - A list of color strings (e.g., ['#ff0000', '#00ff00']) - - A dictionary mapping column names to colors (e.g., {'Column1': '#ff0000'}) - title: The title of the plot. - ylabel: The label for the y-axis. - xlabel: The label for the x-axis. - fig: A Plotly figure object to plot on. If not provided, a new figure will be created. + if mode not in ('stacked_bar', 'line', 'area', 'grouped_bar'): + raise ValueError(f"'mode' must be one of {{'stacked_bar','line','area', 'grouped_bar'}}, got {mode!r}") - Returns: - A Plotly figure object containing the generated plot. - """ - if style not in ('stacked_bar', 'line', 'area', 'grouped_bar'): - raise ValueError(f"'style' must be one of {{'stacked_bar','line','area', 'grouped_bar'}}, got {style!r}") - if data.empty: - return go.Figure() + # Apply CONFIG defaults if not explicitly set + if facet_cols is None: + facet_cols = CONFIG.Plotting.default_facet_cols - processed_colors = ColorProcessor(engine='plotly').process_colors(colors, list(data.columns)) + # Ensure data is a Dataset and validate it + data = _ensure_dataset(data) + _validate_plotting_data(data, allow_empty=True) - fig = fig if fig is not None else go.Figure() + # Handle empty data + if len(data.data_vars) == 0: + logger.error('with_plotly() got an empty Dataset.') + return go.Figure() - if style == 'stacked_bar': - for i, column in enumerate(data.columns): - fig.add_trace( - go.Bar( - x=data.index, - y=data[column], - name=column, - marker=dict( - color=processed_colors[i], line=dict(width=0, color='rgba(0,0,0,0)') - ), # Transparent line with 0 width - ) - ) + # Handle all-scalar datasets (where all variables have no dimensions) + # This occurs when all variables are scalar values with dims=() + if all(len(data[var].dims) == 0 for var in data.data_vars): + # Create a simple DataFrame with variable names as x-axis + variables = list(data.data_vars.keys()) + values = [float(data[var].values) for var in data.data_vars] - fig.update_layout( - barmode='relative', - bargap=0, # No space between bars - bargroupgap=0, # No space between grouped bars + # Resolve colors + color_discrete_map = process_colors( + colors, variables, default_colorscale=CONFIG.Plotting.default_qualitative_colorscale ) - if style == 'grouped_bar': - for i, column in enumerate(data.columns): - fig.add_trace(go.Bar(x=data.index, y=data[column], name=column, marker=dict(color=processed_colors[i]))) - - fig.update_layout( - barmode='group', - bargap=0.2, # No space between bars - bargroupgap=0, # space between grouped bars - ) - elif style == 'line': - for i, column in enumerate(data.columns): - fig.add_trace( - go.Scatter( - x=data.index, - y=data[column], - mode='lines', - name=column, - line=dict(shape='hv', color=processed_colors[i]), - ) + marker_colors = [color_discrete_map.get(var, '#636EFA') for var in variables] + + # Create simple plot based on mode using go (not px) for better color control + if mode in ('stacked_bar', 'grouped_bar'): + fig = go.Figure(data=[go.Bar(x=variables, y=values, marker_color=marker_colors)]) + elif mode == 'line': + fig = go.Figure( + data=[ + go.Scatter( + x=variables, + y=values, + mode='lines+markers', + marker=dict(color=marker_colors, size=8), + line=dict(color='lightgray'), + ) + ] ) - elif style == 'area': - data = data.copy() - data[(data > -1e-5) & (data < 1e-5)] = 0 # Preventing issues with plotting - # Split columns into positive, negative, and mixed categories - positive_columns = list(data.columns[(data >= 0).where(~np.isnan(data), True).all()]) - negative_columns = list(data.columns[(data <= 0).where(~np.isnan(data), True).all()]) - negative_columns = [column for column in negative_columns if column not in positive_columns] - mixed_columns = list(set(data.columns) - set(positive_columns + negative_columns)) - - if mixed_columns: - logger.warning( - f'Data for plotting stacked lines contains columns with both positive and negative values:' - f' {mixed_columns}. These can not be stacked, and are printed as simple lines' + elif mode == 'area': + fig = go.Figure( + data=[ + go.Scatter( + x=variables, + y=values, + fill='tozeroy', + marker=dict(color=marker_colors, size=8), + line=dict(color='lightgray'), + ) + ] ) - - # Get color mapping for all columns - colors_stacked = {column: processed_colors[i] for i, column in enumerate(data.columns)} - - for column in positive_columns + negative_columns: - fig.add_trace( - go.Scatter( - x=data.index, - y=data[column], - mode='lines', - name=column, - line=dict(shape='hv', color=colors_stacked[column]), - fill='tonexty', - stackgroup='pos' if column in positive_columns else 'neg', + else: + raise ValueError('"mode" must be one of "stacked_bar", "grouped_bar", "line", "area"') + + fig.update_layout(title=title, xaxis_title=xlabel, yaxis_title=ylabel, showlegend=False) + return fig + + # Convert Dataset to long-form DataFrame for Plotly Express + # Structure: time, variable, value, scenario, period, ... (all dims as columns) + dim_names = list(data.dims) + df_long = data.to_dataframe().reset_index().melt(id_vars=dim_names, var_name='variable', value_name='value') + + # Validate facet_by and animate_by dimensions exist in the data + available_dims = [col for col in df_long.columns if col not in ['variable', 'value']] + + # Check facet_by dimensions + if facet_by is not None: + if isinstance(facet_by, str): + if facet_by not in available_dims: + logger.debug( + f"Dimension '{facet_by}' not found in data. Available dimensions: {available_dims}. " + f'Ignoring facet_by parameter.' ) - ) - - for column in mixed_columns: - fig.add_trace( - go.Scatter( - x=data.index, - y=data[column], - mode='lines', - name=column, - line=dict(shape='hv', color=colors_stacked[column], dash='dash'), + facet_by = None + elif isinstance(facet_by, list): + # Filter out dimensions that don't exist + missing_dims = [dim for dim in facet_by if dim not in available_dims] + facet_by = [dim for dim in facet_by if dim in available_dims] + if missing_dims: + logger.debug( + f'Dimensions {missing_dims} not found in data. Available dimensions: {available_dims}. ' + f'Using only existing dimensions: {facet_by if facet_by else "none"}.' ) - ) + if len(facet_by) == 0: + facet_by = None + + # Check animate_by dimension + if animate_by is not None and animate_by not in available_dims: + logger.debug( + f"Dimension '{animate_by}' not found in data. Available dimensions: {available_dims}. " + f'Ignoring animate_by parameter.' + ) + animate_by = None + + # Setup faceting parameters for Plotly Express + facet_row = None + facet_col = None + if facet_by: + if isinstance(facet_by, str): + # Single facet dimension - use facet_col with facet_col_wrap + facet_col = facet_by + elif len(facet_by) == 1: + facet_col = facet_by[0] + elif len(facet_by) == 2: + # Two facet dimensions - use facet_row and facet_col + facet_row = facet_by[0] + facet_col = facet_by[1] + else: + raise ValueError(f'facet_by can have at most 2 dimensions, got {len(facet_by)}') - # Update layout for better aesthetics - fig.update_layout( - title=title, - yaxis=dict( - title=ylabel, - showgrid=True, # Enable grid lines on the y-axis - gridcolor='lightgrey', # Customize grid line color - gridwidth=0.5, # Customize grid line width - ), - xaxis=dict( - title=xlabel, - showgrid=True, # Enable grid lines on the x-axis - gridcolor='lightgrey', # Customize grid line color - gridwidth=0.5, # Customize grid line width - ), - plot_bgcolor='rgba(0,0,0,0)', # Transparent background - paper_bgcolor='rgba(0,0,0,0)', # Transparent paper background - font=dict(size=14), # Increase font size for better readability + # Process colors + all_vars = df_long['variable'].unique().tolist() + color_discrete_map = process_colors( + colors, all_vars, default_colorscale=CONFIG.Plotting.default_qualitative_colorscale ) + # Determine which dimension to use for x-axis + # Collect dimensions used for faceting and animation + used_dims = set() + if facet_row: + used_dims.add(facet_row) + if facet_col: + used_dims.add(facet_col) + if animate_by: + used_dims.add(animate_by) + + # Find available dimensions for x-axis (not used for faceting/animation) + x_candidates = [d for d in available_dims if d not in used_dims] + + # Use 'time' if available, otherwise use the first available dimension + if 'time' in x_candidates: + x_dim = 'time' + elif len(x_candidates) > 0: + x_dim = x_candidates[0] + else: + # Fallback: use the first dimension (shouldn't happen in normal cases) + x_dim = available_dims[0] if available_dims else 'time' + + # Create plot using Plotly Express based on mode + common_args = { + 'data_frame': df_long, + 'x': x_dim, + 'y': 'value', + 'color': 'variable', + 'facet_row': facet_row, + 'facet_col': facet_col, + 'animation_frame': animate_by, + 'color_discrete_map': color_discrete_map, + 'title': title, + 'labels': {'value': ylabel, x_dim: xlabel, 'variable': ''}, + } + + # Add facet_col_wrap for single facet dimension + if facet_col and not facet_row: + common_args['facet_col_wrap'] = facet_cols + + # Add mode-specific defaults (before px_kwargs so they can be overridden) + if mode in ('line', 'area'): + common_args['line_shape'] = 'hv' # Stepped lines by default + + # Allow callers to pass any px.* keyword args (e.g., category_orders, range_x/y, line_shape) + # These will override the defaults set above + if px_kwargs: + common_args.update(px_kwargs) + + if mode == 'stacked_bar': + fig = px.bar(**common_args) + fig.update_traces(marker_line_width=0) + fig.update_layout(barmode='relative', bargap=0, bargroupgap=0) + elif mode == 'grouped_bar': + fig = px.bar(**common_args) + fig.update_layout(barmode='group', bargap=0.2, bargroupgap=0) + elif mode == 'line': + fig = px.line(**common_args) + elif mode == 'area': + # Use Plotly Express to create the area plot (preserves animation, legends, faceting) + fig = px.area(**common_args) + + # Classify each variable based on its values + variable_classification = {} + for var in all_vars: + var_data = df_long[df_long['variable'] == var]['value'] + var_data_clean = var_data[(var_data < -1e-5) | (var_data > 1e-5)] + + if len(var_data_clean) == 0: + variable_classification[var] = 'zero' + else: + has_pos, has_neg = (var_data_clean > 0).any(), (var_data_clean < 0).any() + variable_classification[var] = ( + 'mixed' if has_pos and has_neg else ('negative' if has_neg else 'positive') + ) + + # Log warning for mixed variables + mixed_vars = [v for v, c in variable_classification.items() if c == 'mixed'] + if mixed_vars: + logger.warning(f'Variables with both positive and negative values: {mixed_vars}. Plotted as dashed lines.') + + all_traces = list(fig.data) + for frame in fig.frames: + all_traces.extend(frame.data) + + for trace in all_traces: + cls = variable_classification.get(trace.name, None) + # Only stack positive and negative, not mixed or zero + trace.stackgroup = cls if cls in ('positive', 'negative') else None + + if cls in ('positive', 'negative'): + # Stacked area: add opacity to avoid hiding layers, remove line border + if hasattr(trace, 'line') and trace.line.color: + trace.fillcolor = trace.line.color + trace.line.width = 0 + elif cls == 'mixed': + # Mixed variables: show as dashed line, not stacked + if hasattr(trace, 'line'): + trace.line.width = 2 + trace.line.dash = 'dash' + if hasattr(trace, 'fill'): + trace.fill = None + + # Update axes to share if requested (Plotly Express already handles this, but we can customize) + if not shared_yaxes: + fig.update_yaxes(matches=None) + if not shared_xaxes: + fig.update_xaxes(matches=None) + return fig def with_matplotlib( - data: pd.DataFrame, - style: Literal['stacked_bar', 'line'] = 'stacked_bar', - colors: ColorType = 'viridis', + data: xr.Dataset | pd.DataFrame | pd.Series, + mode: Literal['stacked_bar', 'line'] = 'stacked_bar', + colors: ColorType | None = None, title: str = '', ylabel: str = '', xlabel: str = 'Time in h', figsize: tuple[int, int] = (12, 6), - fig: plt.Figure | None = None, - ax: plt.Axes | None = None, + plot_kwargs: dict[str, Any] | None = None, ) -> tuple[plt.Figure, plt.Axes]: """ - Plot a DataFrame with Matplotlib using stacked bars or stepped lines. + Plot data with Matplotlib using stacked bars or stepped lines. Args: - data: A DataFrame containing the data to plot. The index should represent time (e.g., hours), - and each column represents a separate data series. - style: Plotting style. Use 'stacked_bar' for stacked bar charts or 'line' for stepped lines. - colors: Color specification, can be: - - A string with a colormap name (e.g., 'viridis', 'plasma') + data: An xarray Dataset, pandas DataFrame, or pandas Series to plot. After conversion to DataFrame, + the index represents time and each column represents a separate data series (variables). + mode: Plotting mode. Use 'stacked_bar' for stacked bar charts or 'line' for stepped lines. + colors: Color specification. Can be: + - A colorscale name (e.g., 'turbo', 'plasma') - A list of color strings (e.g., ['#ff0000', '#00ff00']) - - A dictionary mapping column names to colors (e.g., {'Column1': '#ff0000'}) + - A dict mapping column names to colors (e.g., {'Column1': '#ff0000'}) title: The title of the plot. ylabel: The ylabel of the plot. xlabel: The xlabel of the plot. - figsize: Specify the size of the figure - fig: A Matplotlib figure object to plot on. If not provided, a new figure will be created. - ax: A Matplotlib axes object to plot on. If not provided, a new axes will be created. + figsize: Specify the size of the figure (width, height) in inches. + plot_kwargs: Optional dict of parameters to pass to ax.bar() or ax.step() plotting calls. + Use this to customize plot properties (e.g., linewidth, alpha, edgecolor). Returns: A tuple containing the Matplotlib figure and axes objects used for the plot. Notes: - - If `style` is 'stacked_bar', bars are stacked for both positive and negative values. + - If `mode` is 'stacked_bar', bars are stacked for both positive and negative values. Negative values are stacked separately without extra labels in the legend. - - If `style` is 'line', stepped lines are drawn for each data series. + - If `mode` is 'line', stepped lines are drawn for each data series. """ - if style not in ('stacked_bar', 'line'): - raise ValueError(f"'style' must be one of {{'stacked_bar','line'}} for matplotlib, got {style!r}") + if colors is None: + colors = CONFIG.Plotting.default_qualitative_colorscale - if fig is None or ax is None: - fig, ax = plt.subplots(figsize=figsize) + if mode not in ('stacked_bar', 'line'): + raise ValueError(f"'mode' must be one of {{'stacked_bar','line'}} for matplotlib, got {mode!r}") + + # Ensure data is a Dataset and validate it + data = _ensure_dataset(data) + _validate_plotting_data(data, allow_empty=True) + + # Create new figure and axes + fig, ax = plt.subplots(figsize=figsize) - processed_colors = ColorProcessor(engine='matplotlib').process_colors(colors, list(data.columns)) + # Initialize plot_kwargs if not provided + if plot_kwargs is None: + plot_kwargs = {} - if style == 'stacked_bar': - cumulative_positive = np.zeros(len(data)) - cumulative_negative = np.zeros(len(data)) - width = data.index.to_series().diff().dropna().min() # Minimum time difference + # Handle all-scalar datasets (where all variables have no dimensions) + # This occurs when all variables are scalar values with dims=() + if all(len(data[var].dims) == 0 for var in data.data_vars): + # Create simple bar/line plot with variable names as x-axis + variables = list(data.data_vars.keys()) + values = [float(data[var].values) for var in data.data_vars] + + # Resolve colors + color_discrete_map = process_colors( + colors, variables, default_colorscale=CONFIG.Plotting.default_qualitative_colorscale + ) + colors_list = [color_discrete_map.get(var, '#808080') for var in variables] + + # Create plot based on mode + if mode == 'stacked_bar': + ax.bar(variables, values, color=colors_list, **plot_kwargs) + elif mode == 'line': + ax.plot( + variables, + values, + marker='o', + color=colors_list[0] if len(set(colors_list)) == 1 else None, + **plot_kwargs, + ) + # If different colors, plot each point separately + if len(set(colors_list)) > 1: + ax.clear() + for i, (var, val) in enumerate(zip(variables, values, strict=False)): + ax.plot([i], [val], marker='o', color=colors_list[i], label=var, **plot_kwargs) + ax.set_xticks(range(len(variables))) + ax.set_xticklabels(variables) + + ax.set_xlabel(xlabel, ha='center') + ax.set_ylabel(ylabel, va='center') + ax.set_title(title) + ax.grid(color='lightgrey', linestyle='-', linewidth=0.5, axis='y') + fig.tight_layout() + + return fig, ax + + # Resolve colors first (includes validation) + color_discrete_map = process_colors( + colors, list(data.data_vars), default_colorscale=CONFIG.Plotting.default_qualitative_colorscale + ) + + # Convert Dataset to DataFrame for matplotlib plotting (naturally wide-form) + df = data.to_dataframe() + + # Get colors in column order + processed_colors = [color_discrete_map.get(str(col), '#808080') for col in df.columns] + + if mode == 'stacked_bar': + cumulative_positive = np.zeros(len(df)) + cumulative_negative = np.zeros(len(df)) + + # Robust bar width: handle datetime-like, numeric, and single-point indexes + if len(df.index) > 1: + delta = pd.Index(df.index).to_series().diff().dropna().min() + if hasattr(delta, 'total_seconds'): # datetime-like + width = delta.total_seconds() / 86400.0 # Matplotlib date units = days + else: + width = float(delta) + else: + width = 0.8 # reasonable default for a single bar - for i, column in enumerate(data.columns): - positive_values = np.clip(data[column], 0, None) # Keep only positive values - negative_values = np.clip(data[column], None, 0) # Keep only negative values + for i, column in enumerate(df.columns): + # Fill NaNs to avoid breaking stacking math + series = df[column].fillna(0) + positive_values = np.clip(series, 0, None) # Keep only positive values + negative_values = np.clip(series, None, 0) # Keep only negative values # Plot positive bars ax.bar( - data.index, + df.index, positive_values, bottom=cumulative_positive, color=processed_colors[i], label=column, width=width, align='center', + **plot_kwargs, ) cumulative_positive += positive_values.values # Plot negative bars ax.bar( - data.index, + df.index, negative_values, bottom=cumulative_negative, color=processed_colors[i], label='', # No label for negative bars width=width, align='center', + **plot_kwargs, ) cumulative_negative += negative_values.values - elif style == 'line': - for i, column in enumerate(data.columns): - ax.step(data.index, data[column], where='post', color=processed_colors[i], label=column) + elif mode == 'line': + for i, column in enumerate(df.columns): + ax.step(df.index, df[column], where='post', color=processed_colors[i], label=column, **plot_kwargs) # Aesthetics ax.set_xlabel(xlabel, ha='center') @@ -562,213 +653,110 @@ def with_matplotlib( return fig, ax -def heat_map_matplotlib( - data: pd.DataFrame, - color_map: str = 'viridis', - title: str = '', - xlabel: str = 'Period', - ylabel: str = 'Step', - figsize: tuple[float, float] = (12, 6), -) -> tuple[plt.Figure, plt.Axes]: - """ - Plots a DataFrame as a heatmap using Matplotlib. The columns of the DataFrame will be displayed on the x-axis, - the index will be displayed on the y-axis, and the values will represent the 'heat' intensity in the plot. - - Args: - data: A DataFrame containing the data to be visualized. The index will be used for the y-axis, and columns will be used for the x-axis. - The values in the DataFrame will be represented as colors in the heatmap. - color_map: The colormap to use for the heatmap. Default is 'viridis'. Matplotlib supports various colormaps like 'plasma', 'inferno', 'cividis', etc. - title: The title of the plot. - xlabel: The label for the x-axis. - ylabel: The label for the y-axis. - figsize: The size of the figure to create. Default is (12, 6), which results in a width of 12 inches and a height of 6 inches. - - Returns: - A tuple containing the Matplotlib `Figure` and `Axes` objects. The `Figure` contains the overall plot, while the `Axes` is the area - where the heatmap is drawn. These can be used for further customization or saving the plot to a file. - - Notes: - - The y-axis is flipped so that the first row of the DataFrame is displayed at the top of the plot. - - The color scale is normalized based on the minimum and maximum values in the DataFrame. - - The x-axis labels (periods) are placed at the top of the plot. - - The colorbar is added horizontally at the bottom of the plot, with a label. +def reshape_data_for_heatmap( + data: xr.DataArray, + reshape_time: tuple[Literal['YS', 'MS', 'W', 'D', 'h', '15min', 'min'], Literal['W', 'D', 'h', '15min', 'min']] + | Literal['auto'] + | None = 'auto', + facet_by: str | list[str] | None = None, + animate_by: str | None = None, + fill: Literal['ffill', 'bfill'] | None = 'ffill', +) -> xr.DataArray: """ + Reshape data for heatmap visualization, handling time dimension intelligently. - # Get the min and max values for color normalization - color_bar_min, color_bar_max = data.min().min(), data.max().max() - - # Create the heatmap plot - fig, ax = plt.subplots(figsize=figsize) - ax.pcolormesh(data.values, cmap=color_map, shading='auto') - ax.invert_yaxis() # Flip the y-axis to start at the top - - # Adjust ticks and labels for x and y axes - ax.set_xticks(np.arange(len(data.columns)) + 0.5) - ax.set_xticklabels(data.columns, ha='center') - ax.set_yticks(np.arange(len(data.index)) + 0.5) - ax.set_yticklabels(data.index, va='center') - - # Add labels to the axes - ax.set_xlabel(xlabel, ha='center') - ax.set_ylabel(ylabel, va='center') - ax.set_title(title) - - # Position x-axis labels at the top - ax.xaxis.set_label_position('top') - ax.xaxis.set_ticks_position('top') - - # Add the colorbar - sm1 = plt.cm.ScalarMappable(cmap=color_map, norm=plt.Normalize(vmin=color_bar_min, vmax=color_bar_max)) - sm1.set_array([]) - fig.colorbar(sm1, ax=ax, pad=0.12, aspect=15, fraction=0.2, orientation='horizontal') - - fig.tight_layout() - - return fig, ax + This function decides whether to reshape the 'time' dimension based on the reshape_time parameter: + - 'auto': Automatically reshapes if only 'time' dimension would remain for heatmap + - Tuple: Explicitly reshapes time with specified parameters + - None: No reshaping (returns data as-is) - -def heat_map_plotly( - data: pd.DataFrame, - color_map: str = 'viridis', - title: str = '', - xlabel: str = 'Period', - ylabel: str = 'Step', - categorical_labels: bool = True, -) -> go.Figure: - """ - Plots a DataFrame as a heatmap using Plotly. The columns of the DataFrame will be mapped to the x-axis, - and the index will be displayed on the y-axis. The values in the DataFrame will represent the 'heat' in the plot. + All non-time dimensions are preserved during reshaping. Args: - data: A DataFrame with the data to be visualized. The index will be used for the y-axis, and columns will be used for the x-axis. - The values in the DataFrame will be represented as colors in the heatmap. - color_map: The color scale to use for the heatmap. Default is 'viridis'. Plotly supports various color scales like 'Cividis', 'Inferno', etc. - title: The title of the heatmap. Default is an empty string. - xlabel: The label for the x-axis. Default is 'Period'. - ylabel: The label for the y-axis. Default is 'Step'. - categorical_labels: If True, the x and y axes are treated as categorical data (i.e., the index and columns will not be interpreted as continuous data). - Default is True. If False, the axes are treated as continuous, which may be useful for time series or numeric data. + data: DataArray to reshape for heatmap visualization. + reshape_time: Reshaping configuration: + - 'auto' (default): Auto-reshape if needed based on facet_by/animate_by + - Tuple (timeframes, timesteps_per_frame): Explicit time reshaping + - None: No reshaping + facet_by: Dimension(s) used for faceting (used in 'auto' decision). + animate_by: Dimension used for animation (used in 'auto' decision). + fill: Method to fill missing values: 'ffill' or 'bfill'. Default is 'ffill'. Returns: - A Plotly figure object containing the heatmap. This can be further customized and saved - or displayed using `fig.show()`. + Reshaped DataArray. If time reshaping is applied, 'time' dimension is replaced + by 'timestep' and 'timeframe'. All other dimensions are preserved. - Notes: - The color bar is automatically scaled to the minimum and maximum values in the data. - The y-axis is reversed to display the first row at the top. - """ - - color_bar_min, color_bar_max = data.min().min(), data.max().max() # Min and max values for color scaling - # Define the figure - fig = go.Figure( - data=go.Heatmap( - z=data.values, - x=data.columns, - y=data.index, - colorscale=color_map, - zmin=color_bar_min, - zmax=color_bar_max, - colorbar=dict( - title=dict(text='Color Bar Label', side='right'), - orientation='h', - xref='container', - yref='container', - len=0.8, # Color bar length relative to plot - x=0.5, - y=0.1, - ), - ) - ) - - # Set axis labels and style - fig.update_layout( - title=title, - xaxis=dict(title=xlabel, side='top', type='category' if categorical_labels else None), - yaxis=dict(title=ylabel, autorange='reversed', type='category' if categorical_labels else None), - ) - - return fig - - -def reshape_to_2d(data_1d: np.ndarray, nr_of_steps_per_column: int) -> np.ndarray: - """ - Reshapes a 1D numpy array into a 2D array suitable for plotting as a colormap. - - The reshaped array will have the number of rows corresponding to the steps per column - (e.g., 24 hours per day) and columns representing time periods (e.g., days or months). - - Args: - data_1d: A 1D numpy array with the data to reshape. - nr_of_steps_per_column: The number of steps (rows) per column in the resulting 2D array. For example, - this could be 24 (for hours) or 31 (for days in a month). - - Returns: - The reshaped 2D array. Each internal array corresponds to one column, with the specified number of steps. - Each column might represents a time period (e.g., day, month, etc.). - """ - - # Step 1: Ensure the input is a 1D array. - if data_1d.ndim != 1: - raise ValueError('Input must be a 1D array') - - # Step 2: Convert data to float type to allow NaN padding - if data_1d.dtype != np.float64: - data_1d = data_1d.astype(np.float64) - - # Step 3: Calculate the number of columns required - total_steps = len(data_1d) - cols = len(data_1d) // nr_of_steps_per_column # Base number of columns - - # If there's a remainder, add an extra column to hold the remaining values - if total_steps % nr_of_steps_per_column != 0: - cols += 1 + Examples: + Auto-reshaping: - # Step 4: Pad the 1D data to match the required number of rows and columns - padded_data = np.pad( - data_1d, (0, cols * nr_of_steps_per_column - total_steps), mode='constant', constant_values=np.nan - ) + ```python + # Will auto-reshape because only 'time' remains after faceting/animation + data = reshape_data_for_heatmap(data, reshape_time='auto', facet_by='scenario', animate_by='period') + ``` - # Step 5: Reshape the padded data into a 2D array - data_2d = padded_data.reshape(cols, nr_of_steps_per_column) + Explicit reshaping: - return data_2d.T + ```python + # Explicitly reshape to daily pattern + data = reshape_data_for_heatmap(data, reshape_time=('D', 'h')) + ``` + No reshaping: -def heat_map_data_from_df( - df: pd.DataFrame, - periods: Literal['YS', 'MS', 'W', 'D', 'h', '15min', 'min'], - steps_per_period: Literal['W', 'D', 'h', '15min', 'min'], - fill: Literal['ffill', 'bfill'] | None = None, -) -> pd.DataFrame: + ```python + # Keep data as-is + data = reshape_data_for_heatmap(data, reshape_time=None) + ``` """ - Reshapes a DataFrame with a DateTime index into a 2D array for heatmap plotting, - based on a specified sample rate. - Only specific combinations of `periods` and `steps_per_period` are supported; invalid combinations raise an assertion. - - Args: - df: A DataFrame with a DateTime index containing the data to reshape. - periods: The time interval of each period (columns of the heatmap), - such as 'YS' (year start), 'W' (weekly), 'D' (daily), 'h' (hourly) etc. - steps_per_period: The time interval within each period (rows in the heatmap), - such as 'YS' (year start), 'W' (weekly), 'D' (daily), 'h' (hourly) etc. - fill: Method to fill missing values: 'ffill' for forward fill or 'bfill' for backward fill. + # If no time dimension, return data as-is + if 'time' not in data.dims: + return data + + # Handle None (disabled) - return data as-is + if reshape_time is None: + return data + + # Determine timeframes and timesteps_per_frame based on reshape_time parameter + if reshape_time == 'auto': + # Check if we need automatic time reshaping + facet_dims_used = [] + if facet_by: + facet_dims_used = [facet_by] if isinstance(facet_by, str) else list(facet_by) + if animate_by: + facet_dims_used.append(animate_by) + + # Get dimensions that would remain for heatmap + potential_heatmap_dims = [dim for dim in data.dims if dim not in facet_dims_used] + + # Auto-reshape if only 'time' dimension remains + if len(potential_heatmap_dims) == 1 and potential_heatmap_dims[0] == 'time': + logger.debug( + "Auto-applying time reshaping: Only 'time' dimension remains after faceting/animation. " + "Using default timeframes='D' and timesteps_per_frame='h'. " + "To customize, use reshape_time=('D', 'h') or disable with reshape_time=None." + ) + timeframes, timesteps_per_frame = 'D', 'h' + else: + # No reshaping needed + return data + elif isinstance(reshape_time, tuple): + # Explicit reshaping + timeframes, timesteps_per_frame = reshape_time + else: + raise ValueError(f"reshape_time must be 'auto', a tuple like ('D', 'h'), or None. Got: {reshape_time}") - Returns: - A DataFrame suitable for heatmap plotting, with rows representing steps within each period - and columns representing each period. - """ - assert pd.api.types.is_datetime64_any_dtype(df.index), ( - 'The index of the DataFrame must be datetime to transform it properly for a heatmap plot' - ) + # Validate that time is datetime + if not np.issubdtype(data.coords['time'].dtype, np.datetime64): + raise ValueError(f'Time dimension must be datetime-based, got {data.coords["time"].dtype}') - # Define formats for different combinations of `periods` and `steps_per_period` + # Define formats for different combinations formats = { ('YS', 'W'): ('%Y', '%W'), ('YS', 'D'): ('%Y', '%j'), # day of year ('YS', 'h'): ('%Y', '%j %H:00'), ('MS', 'D'): ('%Y-%m', '%d'), # day of month ('MS', 'h'): ('%Y-%m', '%d %H:00'), - ('W', 'D'): ('%Y-w%W', '%w_%A'), # week and day of week (with prefix for proper sorting) + ('W', 'D'): ('%Y-w%W', '%w_%A'), # week and day of week ('W', 'h'): ('%Y-w%W', '%w_%A %H:00'), ('D', 'h'): ('%Y-%m-%d', '%H:00'), # Day and hour ('D', '15min'): ('%Y-%m-%d', '%H:%M'), # Day and minute @@ -776,43 +764,64 @@ def heat_map_data_from_df( ('h', 'min'): ('%Y-%m-%d %H:00', '%M'), # minute of hour } - if df.empty: - raise ValueError('DataFrame is empty.') - diffs = df.index.to_series().diff().dropna() - minimum_time_diff_in_min = diffs.min().total_seconds() / 60 - time_intervals = {'min': 1, '15min': 15, 'h': 60, 'D': 24 * 60, 'W': 7 * 24 * 60} - if time_intervals[steps_per_period] > minimum_time_diff_in_min: - logger.warning( - f'To compute the heatmap, the data was aggregated from {minimum_time_diff_in_min:.2f} min to ' - f'{time_intervals[steps_per_period]:.2f} min. Mean values are displayed.' - ) - - # Select the format based on the `periods` and `steps_per_period` combination - format_pair = (periods, steps_per_period) + format_pair = (timeframes, timesteps_per_frame) if format_pair not in formats: raise ValueError(f'{format_pair} is not a valid format. Choose from {list(formats.keys())}') period_format, step_format = formats[format_pair] - df = df.sort_index() # Ensure DataFrame is sorted by time index + # Check if resampling is needed + if data.sizes['time'] > 1: + # Use NumPy for more efficient timedelta computation + time_values = data.coords['time'].values # Already numpy datetime64[ns] + # Calculate differences and convert to minutes + time_diffs = np.diff(time_values).astype('timedelta64[s]').astype(float) / 60.0 + if time_diffs.size > 0: + min_time_diff_min = np.nanmin(time_diffs) + time_intervals = {'min': 1, '15min': 15, 'h': 60, 'D': 24 * 60, 'W': 7 * 24 * 60} + if time_intervals[timesteps_per_frame] > min_time_diff_min: + logger.warning( + f'Resampling data from {min_time_diff_min:.2f} min to ' + f'{time_intervals[timesteps_per_frame]:.2f} min. Mean values are displayed.' + ) - resampled_data = df.resample(steps_per_period).mean() # Resample and fill any gaps with NaN + # Resample along time dimension + resampled = data.resample(time=timesteps_per_frame).mean() - if fill == 'ffill': # Apply fill method if specified - resampled_data = resampled_data.ffill() + # Apply fill if specified + if fill == 'ffill': + resampled = resampled.ffill(dim='time') elif fill == 'bfill': - resampled_data = resampled_data.bfill() + resampled = resampled.bfill(dim='time') + + # Create period and step labels + time_values = pd.to_datetime(resampled.coords['time'].values) + period_labels = time_values.strftime(period_format) + step_labels = time_values.strftime(step_format) + + # Handle special case for weekly day format + if '%w_%A' in step_format: + step_labels = pd.Series(step_labels).replace('0_Sunday', '7_Sunday').values + + # Add period and step as coordinates + resampled = resampled.assign_coords( + { + 'timeframe': ('time', period_labels), + 'timestep': ('time', step_labels), + } + ) - resampled_data['period'] = resampled_data.index.strftime(period_format) - resampled_data['step'] = resampled_data.index.strftime(step_format) - if '%w_%A' in step_format: # Shift index of strings to ensure proper sorting - resampled_data['step'] = resampled_data['step'].apply( - lambda x: x.replace('0_Sunday', '7_Sunday') if '0_Sunday' in x else x - ) + # Convert to multi-index and unstack + resampled = resampled.set_index(time=['timeframe', 'timestep']) + result = resampled.unstack('time') + + # Ensure timestep and timeframe come first in dimension order + # Get other dimensions + other_dims = [d for d in result.dims if d not in ['timestep', 'timeframe']] - # Pivot the table so periods are columns and steps are indices - df_pivoted = resampled_data.pivot(columns='period', index='step', values=df.columns[0]) + # Reorder: timestep, timeframe, then other dimensions + result = result.transpose('timestep', 'timeframe', *other_dims) - return df_pivoted + return result def plot_network( @@ -892,527 +901,660 @@ def plot_network( worked = webbrowser.open(f'file://{path.resolve()}', 2) if not worked: - logger.warning( - f'Showing the network in the Browser went wrong. Open it manually. Its saved under {path}' - ) + logger.error(f'Showing the network in the Browser went wrong. Open it manually. Its saved under {path}') except Exception as e: - logger.warning( + logger.error( f'Showing the network in the Browser went wrong. Open it manually. Its saved under {path}: {e}' ) -def pie_with_plotly( - data: pd.DataFrame, - colors: ColorType = 'viridis', - title: str = '', - legend_title: str = '', - hole: float = 0.0, - fig: go.Figure | None = None, -) -> go.Figure: +def preprocess_data_for_pie( + data: xr.Dataset | pd.DataFrame | pd.Series, + lower_percentage_threshold: float = 5.0, +) -> pd.Series: """ - Create a pie chart with Plotly to visualize the proportion of values in a DataFrame. + Preprocess data for pie chart display. + + Groups items that are individually below the threshold percentage into an "Other" category. + Converts various input types to a pandas Series for uniform handling. Args: - data: A DataFrame containing the data to plot. If multiple rows exist, - they will be summed unless a specific index value is passed. - colors: Color specification, can be: - - A string with a colorscale name (e.g., 'viridis', 'plasma') - - A list of color strings (e.g., ['#ff0000', '#00ff00']) - - A dictionary mapping column names to colors (e.g., {'Column1': '#ff0000'}) - title: The title of the plot. - legend_title: The title for the legend. - hole: Size of the hole in the center for creating a donut chart (0.0 to 1.0). - fig: A Plotly figure object to plot on. If not provided, a new figure will be created. + data: Input data (xarray Dataset, DataFrame, or Series) + lower_percentage_threshold: Percentage threshold - items below this are grouped into "Other" Returns: - A Plotly figure object containing the generated pie chart. + Processed pandas Series with small items grouped into "Other" + """ + # Convert to Series + if isinstance(data, xr.Dataset): + # Sum all dimensions for each variable to get total values + values = {} + for var in data.data_vars: + var_data = data[var] + if len(var_data.dims) > 0: + total_value = float(var_data.sum().item()) + else: + total_value = float(var_data.item()) + + # Handle negative values + if total_value < 0: + logger.warning(f'Negative value for {var}: {total_value}. Using absolute value.') + total_value = abs(total_value) + + values[var] = total_value + + series = pd.Series(values) + + elif isinstance(data, pd.DataFrame): + # Sum across all columns if DataFrame + series = data.sum(axis=0) + # Handle negative values + negative_mask = series < 0 + if negative_mask.any(): + logger.warning(f'Negative values found: {series[negative_mask].to_dict()}. Using absolute values.') + series = series.abs() - Notes: - - Negative values are not appropriate for pie charts and will be converted to absolute values with a warning. - - If the data contains very small values (less than 1% of the total), they can be grouped into an "Other" category - for better readability. - - By default, the sum of all columns is used for the pie chart. For time series data, consider preprocessing. + else: # pd.Series + series = data.copy() + # Handle negative values + negative_mask = series < 0 + if negative_mask.any(): + logger.warning(f'Negative values found: {series[negative_mask].to_dict()}. Using absolute values.') + series = series.abs() - """ - if data.empty: - logger.warning('Empty DataFrame provided for pie chart. Returning empty figure.') - return go.Figure() + # Only keep positive values + series = series[series > 0] - # Create a copy to avoid modifying the original DataFrame - data_copy = data.copy() + if series.empty or lower_percentage_threshold <= 0: + return series - # Check if any negative values and warn - if (data_copy < 0).any().any(): - logger.warning('Negative values detected in data. Using absolute values for pie chart.') - data_copy = data_copy.abs() + # Calculate percentages + total = series.sum() + percentages = (series / total) * 100 - # If data has multiple rows, sum them to get total for each column - if len(data_copy) > 1: - data_sum = data_copy.sum() - else: - data_sum = data_copy.iloc[0] + # Find items below and above threshold + below_threshold = series[percentages < lower_percentage_threshold] + above_threshold = series[percentages >= lower_percentage_threshold] - # Get labels (column names) and values - labels = data_sum.index.tolist() - values = data_sum.values.tolist() + # Only group if there are at least 2 items below threshold + if len(below_threshold) > 1: + # Create new series with items above threshold + "Other" + result = above_threshold.copy() + result['Other'] = below_threshold.sum() + return result - # Apply color mapping using the unified color processor - processed_colors = ColorProcessor(engine='plotly').process_colors(colors, labels) + return series - # Create figure if not provided - fig = fig if fig is not None else go.Figure() - # Add pie trace - fig.add_trace( - go.Pie( - labels=labels, - values=values, - hole=hole, - marker=dict(colors=processed_colors), - textinfo='percent+label+value', - textposition='inside', - insidetextorientation='radial', +def dual_pie_with_plotly( + data_left: xr.Dataset | pd.DataFrame | pd.Series, + data_right: xr.Dataset | pd.DataFrame | pd.Series, + colors: ColorType | None = None, + title: str = '', + subtitles: tuple[str, str] = ('Left Chart', 'Right Chart'), + legend_title: str = '', + hole: float = 0.2, + lower_percentage_group: float = 5.0, + text_info: str = 'percent+label', + text_position: str = 'inside', + hover_template: str = '%{label}: %{value} (%{percent})', +) -> go.Figure: + """ + Create two pie charts side by side with Plotly. + + Args: + data_left: Data for the left pie chart. Variables are summed across all dimensions. + data_right: Data for the right pie chart. Variables are summed across all dimensions. + colors: Color specification (colorscale name, list of colors, or dict mapping) + title: The main title of the plot. + subtitles: Tuple containing the subtitles for (left, right) charts. + legend_title: The title for the legend. + hole: Size of the hole in the center for creating donut charts (0.0 to 1.0). + lower_percentage_group: Group segments whose cumulative share is below this percentage (0–100) into "Other". + hover_template: Template for hover text. Use %{label}, %{value}, %{percent}. + text_info: What to show on pie segments: 'label', 'percent', 'value', 'label+percent', + 'label+value', 'percent+value', 'label+percent+value', or 'none'. + text_position: Position of text: 'inside', 'outside', 'auto', or 'none'. + + Returns: + Plotly Figure object + """ + if colors is None: + colors = CONFIG.Plotting.default_qualitative_colorscale + + # Preprocess data to Series + left_series = preprocess_data_for_pie(data_left, lower_percentage_group) + right_series = preprocess_data_for_pie(data_right, lower_percentage_group) + + # Extract labels and values + left_labels = left_series.index.tolist() + left_values = left_series.values.tolist() + + right_labels = right_series.index.tolist() + right_values = right_series.values.tolist() + + # Get all unique labels for consistent coloring + all_labels = sorted(set(left_labels) | set(right_labels)) + + # Create color map + color_map = process_colors(colors, all_labels, default_colorscale=CONFIG.Plotting.default_qualitative_colorscale) + + # Create figure + fig = go.Figure() + + # Add left pie + if left_labels: + fig.add_trace( + go.Pie( + labels=left_labels, + values=left_values, + name=subtitles[0], + marker=dict(colors=[color_map.get(label, '#636EFA') for label in left_labels]), + hole=hole, + textinfo=text_info, + textposition=text_position, + hovertemplate=hover_template, + domain=dict(x=[0, 0.48]), + ) ) - ) - # Update layout for better aesthetics + # Add right pie + if right_labels: + fig.add_trace( + go.Pie( + labels=right_labels, + values=right_values, + name=subtitles[1], + marker=dict(colors=[color_map.get(label, '#636EFA') for label in right_labels]), + hole=hole, + textinfo=text_info, + textposition=text_position, + hovertemplate=hover_template, + domain=dict(x=[0.52, 1]), + ) + ) + + # Update layout fig.update_layout( title=title, legend_title=legend_title, - plot_bgcolor='rgba(0,0,0,0)', # Transparent background - paper_bgcolor='rgba(0,0,0,0)', # Transparent paper background - font=dict(size=14), # Increase font size for better readability + margin=dict(t=80, b=50, l=30, r=30), ) return fig -def pie_with_matplotlib( - data: pd.DataFrame, - colors: ColorType = 'viridis', +def dual_pie_with_matplotlib( + data_left: xr.Dataset | pd.DataFrame | pd.Series, + data_right: xr.Dataset | pd.DataFrame | pd.Series, + colors: ColorType | None = None, title: str = '', - legend_title: str = 'Categories', - hole: float = 0.0, - figsize: tuple[int, int] = (10, 8), - fig: plt.Figure | None = None, - ax: plt.Axes | None = None, -) -> tuple[plt.Figure, plt.Axes]: + subtitles: tuple[str, str] = ('Left Chart', 'Right Chart'), + legend_title: str = '', + hole: float = 0.2, + lower_percentage_group: float = 5.0, + figsize: tuple[int, int] = (14, 7), +) -> tuple[plt.Figure, list[plt.Axes]]: """ - Create a pie chart with Matplotlib to visualize the proportion of values in a DataFrame. + Create two pie charts side by side with Matplotlib. Args: - data: A DataFrame containing the data to plot. If multiple rows exist, - they will be summed unless a specific index value is passed. - colors: Color specification, can be: - - A string with a colormap name (e.g., 'viridis', 'plasma') - - A list of color strings (e.g., ['#ff0000', '#00ff00']) - - A dictionary mapping column names to colors (e.g., {'Column1': '#ff0000'}) - title: The title of the plot. + data_left: Data for the left pie chart. + data_right: Data for the right pie chart. + colors: Color specification (colorscale name, list of colors, or dict mapping) + title: The main title of the plot. + subtitles: Tuple containing the subtitles for (left, right) charts. legend_title: The title for the legend. - hole: Size of the hole in the center for creating a donut chart (0.0 to 1.0). + hole: Size of the hole in the center for creating donut charts (0.0 to 1.0). + lower_percentage_group: Whether to group small segments (below percentage) into an "Other" category. figsize: The size of the figure (width, height) in inches. - fig: A Matplotlib figure object to plot on. If not provided, a new figure will be created. - ax: A Matplotlib axes object to plot on. If not provided, a new axes will be created. Returns: - A tuple containing the Matplotlib figure and axes objects used for the plot. + Tuple of (Figure, list of Axes) + """ + if colors is None: + colors = CONFIG.Plotting.default_qualitative_colorscale - Notes: - - Negative values are not appropriate for pie charts and will be converted to absolute values with a warning. - - If the data contains very small values (less than 1% of the total), they can be grouped into an "Other" category - for better readability. - - By default, the sum of all columns is used for the pie chart. For time series data, consider preprocessing. + # Preprocess data to Series + left_series = preprocess_data_for_pie(data_left, lower_percentage_group) + right_series = preprocess_data_for_pie(data_right, lower_percentage_group) - """ - if data.empty: - logger.warning('Empty DataFrame provided for pie chart. Returning empty figure.') - if fig is None or ax is None: - fig, ax = plt.subplots(figsize=figsize) - return fig, ax + # Extract labels and values + left_labels = left_series.index.tolist() + left_values = left_series.values.tolist() - # Create a copy to avoid modifying the original DataFrame - data_copy = data.copy() + right_labels = right_series.index.tolist() + right_values = right_series.values.tolist() - # Check if any negative values and warn - if (data_copy < 0).any().any(): - logger.warning('Negative values detected in data. Using absolute values for pie chart.') - data_copy = data_copy.abs() + # Get all unique labels for consistent coloring + all_labels = sorted(set(left_labels) | set(right_labels)) - # If data has multiple rows, sum them to get total for each column - if len(data_copy) > 1: - data_sum = data_copy.sum() - else: - data_sum = data_copy.iloc[0] + # Create color map (process_colors always returns a dict) + color_map = process_colors(colors, all_labels, default_colorscale=CONFIG.Plotting.default_qualitative_colorscale) - # Get labels (column names) and values - labels = data_sum.index.tolist() - values = data_sum.values.tolist() + # Create figure + fig, axes = plt.subplots(1, 2, figsize=figsize) - # Apply color mapping using the unified color processor - processed_colors = ColorProcessor(engine='matplotlib').process_colors(colors, labels) + def draw_pie(ax, labels, values, subtitle): + """Draw a single pie chart.""" + if not labels: + ax.set_title(subtitle) + ax.axis('off') + return - # Create figure and axis if not provided - if fig is None or ax is None: - fig, ax = plt.subplots(figsize=figsize) + chart_colors = [color_map[label] for label in labels] - # Draw the pie chart - wedges, texts, autotexts = ax.pie( - values, - labels=labels, - colors=processed_colors, - autopct='%1.1f%%', - startangle=90, - shadow=False, - wedgeprops=dict(width=0.5) if hole > 0 else None, # Set width for donut - ) + # Draw pie + wedges, texts, autotexts = ax.pie( + values, + labels=labels, + colors=chart_colors, + autopct='%1.1f%%', + startangle=90, + wedgeprops=dict(width=1 - hole) if hole > 0 else None, + ) + + # Style text + for autotext in autotexts: + autotext.set_fontsize(10) + autotext.set_color('white') + autotext.set_weight('bold') - # Adjust the wedgeprops to make donut hole size consistent with plotly - # For matplotlib, the hole size is determined by the wedge width - # Convert hole parameter to wedge width - if hole > 0: - # Adjust hole size to match plotly's hole parameter - # In matplotlib, wedge width is relative to the radius (which is 1) - # For plotly, hole is a fraction of the radius - wedge_width = 1 - hole - for wedge in wedges: - wedge.set_width(wedge_width) - - # Customize the appearance - # Make autopct text more visible - for autotext in autotexts: - autotext.set_fontsize(10) - autotext.set_color('white') - - # Set aspect ratio to be equal to ensure a circular pie - ax.set_aspect('equal') - - # Add title + ax.set_aspect('equal') + ax.set_title(subtitle, fontsize=14, pad=20) + + # Draw both pies + draw_pie(axes[0], left_labels, left_values, subtitles[0]) + draw_pie(axes[1], right_labels, right_values, subtitles[1]) + + # Add main title if title: - ax.set_title(title, fontsize=16) + fig.suptitle(title, fontsize=16, y=0.98) - # Create a legend if there are many segments - if len(labels) > 6: - ax.legend(wedges, labels, title=legend_title, loc='center left', bbox_to_anchor=(1, 0, 0.5, 1)) + # Create unified legend + if left_labels or right_labels: + handles = [ + plt.Line2D([0], [0], marker='o', color='w', markerfacecolor=color_map[label], markersize=10) + for label in all_labels + ] + + fig.legend( + handles=handles, + labels=all_labels, + title=legend_title, + loc='lower center', + bbox_to_anchor=(0.5, -0.02), + ncol=min(len(all_labels), 5), + ) + + fig.subplots_adjust(bottom=0.15) - # Apply tight layout fig.tight_layout() - return fig, ax + return fig, axes -def dual_pie_with_plotly( - data_left: pd.Series, - data_right: pd.Series, - colors: ColorType = 'viridis', +def heatmap_with_plotly( + data: xr.DataArray, + colors: ColorType | None = None, title: str = '', - subtitles: tuple[str, str] = ('Left Chart', 'Right Chart'), - legend_title: str = '', - hole: float = 0.2, - lower_percentage_group: float = 5.0, - hover_template: str = '%{label}: %{value} (%{percent})', - text_info: str = 'percent+label', - text_position: str = 'inside', + facet_by: str | list[str] | None = None, + animate_by: str | None = None, + facet_cols: int | None = None, + reshape_time: tuple[Literal['YS', 'MS', 'W', 'D', 'h', '15min', 'min'], Literal['W', 'D', 'h', '15min', 'min']] + | Literal['auto'] + | None = 'auto', + fill: Literal['ffill', 'bfill'] | None = 'ffill', + **imshow_kwargs: Any, ) -> go.Figure: """ - Create two pie charts side by side with Plotly, with consistent coloring across both charts. + Plot a heatmap visualization using Plotly's imshow with faceting and animation support. + + This function creates heatmap visualizations from xarray DataArrays, supporting + multi-dimensional data through faceting (subplots) and animation. It automatically + handles dimension reduction and data reshaping for optimal heatmap display. + + Automatic Time Reshaping: + If only the 'time' dimension remains after faceting/animation (making the data 1D), + the function automatically reshapes time into a 2D format using default values + (timeframes='D', timesteps_per_frame='h'). This creates a daily pattern heatmap + showing hours vs days. Args: - data_left: Series for the left pie chart. - data_right: Series for the right pie chart. - colors: Color specification, can be: - - A string with a colorscale name (e.g., 'viridis', 'plasma') - - A list of color strings (e.g., ['#ff0000', '#00ff00']) - - A dictionary mapping category names to colors (e.g., {'Category1': '#ff0000'}) - title: The main title of the plot. - subtitles: Tuple containing the subtitles for (left, right) charts. - legend_title: The title for the legend. - hole: Size of the hole in the center for creating donut charts (0.0 to 1.0). - lower_percentage_group: Group segments whose cumulative share is below this percentage (0–100) into "Other". - hover_template: Template for hover text. Use %{label}, %{value}, %{percent}. - text_info: What to show on pie segments: 'label', 'percent', 'value', 'label+percent', - 'label+value', 'percent+value', 'label+percent+value', or 'none'. - text_position: Position of text: 'inside', 'outside', 'auto', or 'none'. + data: An xarray DataArray containing the data to visualize. Should have at least + 2 dimensions, or a 'time' dimension that can be reshaped into 2D. + colors: Color specification (colorscale name, list, or dict). Common options: + 'turbo', 'plasma', 'RdBu', 'portland'. + title: The main title of the heatmap. + facet_by: Dimension to create facets for. Creates a subplot grid. + Can be a single dimension name or list (only first dimension used). + Note: px.imshow only supports single-dimension faceting. + If the dimension doesn't exist in the data, it will be silently ignored. + animate_by: Dimension to animate over. Creates animation frames. + If the dimension doesn't exist in the data, it will be silently ignored. + facet_cols: Number of columns in the facet grid (used with facet_by). + reshape_time: Time reshaping configuration: + - 'auto' (default): Automatically applies ('D', 'h') if only 'time' dimension remains + - Tuple like ('D', 'h'): Explicit time reshaping (days vs hours) + - None: Disable time reshaping (will error if only 1D time data) + fill: Method to fill missing values when reshaping time: 'ffill' or 'bfill'. Default is 'ffill'. + **imshow_kwargs: Additional keyword arguments to pass to plotly.express.imshow. + Common options include: + - aspect: 'auto', 'equal', or a number for aspect ratio + - zmin, zmax: Minimum and maximum values for color scale + - labels: Dict to customize axis labels Returns: - A Plotly figure object containing the generated dual pie chart. - """ - from plotly.subplots import make_subplots + A Plotly figure object containing the heatmap visualization. - # Check for empty data - if data_left.empty and data_right.empty: - logger.warning('Both datasets are empty. Returning empty figure.') - return go.Figure() + Examples: + Simple heatmap: - # Create a subplot figure - fig = make_subplots( - rows=1, cols=2, specs=[[{'type': 'pie'}, {'type': 'pie'}]], subplot_titles=subtitles, horizontal_spacing=0.05 - ) + ```python + fig = heatmap_with_plotly(data_array, colors='RdBu', title='Temperature Map') + ``` + + Facet by scenario: - # Process series to handle negative values and apply minimum percentage threshold - def preprocess_series(series: pd.Series): - """ - Preprocess a series for pie chart display by handling negative values - and grouping the smallest parts together if they collectively represent - less than the specified percentage threshold. + ```python + fig = heatmap_with_plotly(data_array, facet_by='scenario', facet_cols=2) + ``` - Args: - series: The series to preprocess + Animate by period: - Returns: - A preprocessed pandas Series - """ - # Handle negative values - if (series < 0).any(): - logger.warning('Negative values detected in data. Using absolute values for pie chart.') - series = series.abs() + ```python + fig = heatmap_with_plotly(data_array, animate_by='period') + ``` - # Remove zeros - series = series[series > 0] + Automatic time reshaping (when only time dimension remains): - # Apply minimum percentage threshold if needed - if lower_percentage_group and not series.empty: - total = series.sum() - if total > 0: - # Sort series by value (ascending) - sorted_series = series.sort_values() + ```python + # Data with dims ['time', 'scenario', 'period'] + # After faceting and animation, only 'time' remains -> auto-reshapes to (timestep, timeframe) + fig = heatmap_with_plotly(data_array, facet_by='scenario', animate_by='period') + ``` - # Calculate cumulative percentage contribution - cumulative_percent = (sorted_series.cumsum() / total) * 100 + Explicit time reshaping: - # Find entries that collectively make up less than lower_percentage_group - to_group = cumulative_percent <= lower_percentage_group + ```python + fig = heatmap_with_plotly(data_array, facet_by='scenario', animate_by='period', reshape_time=('W', 'D')) + ``` + """ + if colors is None: + colors = CONFIG.Plotting.default_sequential_colorscale - if to_group.sum() > 1: - # Create "Other" category for the smallest values that together are < threshold - other_sum = sorted_series[to_group].sum() + # Apply CONFIG defaults if not explicitly set + if facet_cols is None: + facet_cols = CONFIG.Plotting.default_facet_cols - # Keep only values that aren't in the "Other" group - result_series = series[~series.index.isin(sorted_series[to_group].index)] + # Handle empty data + if data.size == 0: + return go.Figure() - # Add the "Other" category if it has a value - if other_sum > 0: - result_series['Other'] = other_sum + # Apply time reshaping using the new unified function + data = reshape_data_for_heatmap( + data, reshape_time=reshape_time, facet_by=facet_by, animate_by=animate_by, fill=fill + ) - return result_series + # Get available dimensions + available_dims = list(data.dims) - return series + # Validate and filter facet_by dimensions + if facet_by is not None: + if isinstance(facet_by, str): + if facet_by not in available_dims: + logger.debug( + f"Dimension '{facet_by}' not found in data. Available dimensions: {available_dims}. " + f'Ignoring facet_by parameter.' + ) + facet_by = None + elif isinstance(facet_by, list): + missing_dims = [dim for dim in facet_by if dim not in available_dims] + facet_by = [dim for dim in facet_by if dim in available_dims] + if missing_dims: + logger.debug( + f'Dimensions {missing_dims} not found in data. Available dimensions: {available_dims}. ' + f'Using only existing dimensions: {facet_by if facet_by else "none"}.' + ) + if len(facet_by) == 0: + facet_by = None + + # Validate animate_by dimension + if animate_by is not None and animate_by not in available_dims: + logger.debug( + f"Dimension '{animate_by}' not found in data. Available dimensions: {available_dims}. " + f'Ignoring animate_by parameter.' + ) + animate_by = None - data_left_processed = preprocess_series(data_left) - data_right_processed = preprocess_series(data_right) + # Determine which dimensions are used for faceting/animation + facet_dims = [] + if facet_by: + facet_dims = [facet_by] if isinstance(facet_by, str) else facet_by + if animate_by: + facet_dims.append(animate_by) - # Get unique set of all labels for consistent coloring - all_labels = sorted(set(data_left_processed.index) | set(data_right_processed.index)) + # Get remaining dimensions for the heatmap itself + heatmap_dims = [dim for dim in available_dims if dim not in facet_dims] - # Get consistent color mapping for both charts using our unified function - color_map = ColorProcessor(engine='plotly').process_colors(colors, all_labels, return_mapping=True) + if len(heatmap_dims) < 2: + # Handle single-dimension case by adding variable name as a dimension + if len(heatmap_dims) == 1: + # Get the variable name, or use a default + var_name = data.name if data.name else 'value' - # Function to create a pie trace with consistently mapped colors - def create_pie_trace(data_series, side): - if data_series.empty: - return None + # Expand the DataArray by adding a new dimension with the variable name + data = data.expand_dims({'variable': [var_name]}) - labels = data_series.index.tolist() - values = data_series.values.tolist() - trace_colors = [color_map[label] for label in labels] + # Update available dimensions + available_dims = list(data.dims) + heatmap_dims = [dim for dim in available_dims if dim not in facet_dims] - return go.Pie( - labels=labels, - values=values, - name=side, - marker=dict(colors=trace_colors), - hole=hole, - textinfo=text_info, - textposition=text_position, - insidetextorientation='radial', - hovertemplate=hover_template, - sort=True, # Sort values by default (largest first) - ) + logger.debug(f'Only 1 dimension remaining for heatmap. Added variable dimension: {var_name}') + else: + # No dimensions at all - cannot create a heatmap + logger.error( + f'Heatmap requires at least 1 dimension. ' + f'After faceting/animation, {len(heatmap_dims)} dimension(s) remain: {heatmap_dims}' + ) + return go.Figure() + + # Setup faceting parameters for Plotly Express + # Note: px.imshow only supports facet_col, not facet_row + facet_col_param = None + if facet_by: + if isinstance(facet_by, str): + facet_col_param = facet_by + elif len(facet_by) == 1: + facet_col_param = facet_by[0] + elif len(facet_by) >= 2: + # px.imshow doesn't support facet_row, so we can only facet by one dimension + # Use the first dimension and warn about the rest + facet_col_param = facet_by[0] + logger.warning( + f'px.imshow only supports faceting by a single dimension. ' + f'Using {facet_by[0]} for faceting. Dimensions {facet_by[1:]} will be ignored. ' + f'Consider using animate_by for additional dimensions.' + ) - # Add left pie if data exists - left_trace = create_pie_trace(data_left_processed, subtitles[0]) - if left_trace: - left_trace.domain = dict(x=[0, 0.48]) - fig.add_trace(left_trace, row=1, col=1) + # Create the imshow plot - px.imshow can work directly with xarray DataArrays + common_args = { + 'img': data, + 'color_continuous_scale': colors, + 'title': title, + } - # Add right pie if data exists - right_trace = create_pie_trace(data_right_processed, subtitles[1]) - if right_trace: - right_trace.domain = dict(x=[0.52, 1]) - fig.add_trace(right_trace, row=1, col=2) + # Add faceting if specified + if facet_col_param: + common_args['facet_col'] = facet_col_param + if facet_cols: + common_args['facet_col_wrap'] = facet_cols - # Update layout - fig.update_layout( - title=title, - legend_title=legend_title, - plot_bgcolor='rgba(0,0,0,0)', # Transparent background - paper_bgcolor='rgba(0,0,0,0)', # Transparent paper background - font=dict(size=14), - margin=dict(t=80, b=50, l=30, r=30), - ) + # Add animation if specified + if animate_by: + common_args['animation_frame'] = animate_by + + # Merge in additional imshow kwargs + common_args.update(imshow_kwargs) + + try: + fig = px.imshow(**common_args) + except Exception as e: + logger.error(f'Error creating imshow plot: {e}. Falling back to basic heatmap.') + # Fallback: create a simple heatmap without faceting + fallback_args = { + 'img': data.values, + 'color_continuous_scale': colors, + 'title': title, + } + fallback_args.update(imshow_kwargs) + fig = px.imshow(**fallback_args) return fig -def dual_pie_with_matplotlib( - data_left: pd.Series, - data_right: pd.Series, - colors: ColorType = 'viridis', +def heatmap_with_matplotlib( + data: xr.DataArray, + colors: ColorType | None = None, title: str = '', - subtitles: tuple[str, str] = ('Left Chart', 'Right Chart'), - legend_title: str = '', - hole: float = 0.2, - lower_percentage_group: float = 5.0, - figsize: tuple[int, int] = (14, 7), - fig: plt.Figure | None = None, - axes: list[plt.Axes] | None = None, -) -> tuple[plt.Figure, list[plt.Axes]]: + figsize: tuple[float, float] = (12, 6), + reshape_time: tuple[Literal['YS', 'MS', 'W', 'D', 'h', '15min', 'min'], Literal['W', 'D', 'h', '15min', 'min']] + | Literal['auto'] + | None = 'auto', + fill: Literal['ffill', 'bfill'] | None = 'ffill', + vmin: float | None = None, + vmax: float | None = None, + imshow_kwargs: dict[str, Any] | None = None, + cbar_kwargs: dict[str, Any] | None = None, + **kwargs: Any, +) -> tuple[plt.Figure, plt.Axes]: """ - Create two pie charts side by side with Matplotlib, with consistent coloring across both charts. - Leverages the existing pie_with_matplotlib function. + Plot a heatmap visualization using Matplotlib's imshow. + + This function creates a basic 2D heatmap from an xarray DataArray using matplotlib's + imshow function. For multi-dimensional data, only the first two dimensions are used. Args: - data_left: Series for the left pie chart. - data_right: Series for the right pie chart. - colors: Color specification, can be: - - A string with a colormap name (e.g., 'viridis', 'plasma') - - A list of color strings (e.g., ['#ff0000', '#00ff00']) - - A dictionary mapping category names to colors (e.g., {'Category1': '#ff0000'}) - title: The main title of the plot. - subtitles: Tuple containing the subtitles for (left, right) charts. - legend_title: The title for the legend. - hole: Size of the hole in the center for creating donut charts (0.0 to 1.0). - lower_percentage_group: Whether to group small segments (below percentage) into an "Other" category. + data: An xarray DataArray containing the data to visualize. Should have at least + 2 dimensions. If more than 2 dimensions exist, additional dimensions will + be reduced by taking the first slice. + colors: Color specification. Should be a colorscale name (e.g., 'turbo', 'RdBu'). + title: The title of the heatmap. figsize: The size of the figure (width, height) in inches. - fig: A Matplotlib figure object to plot on. If not provided, a new figure will be created. - axes: A list of Matplotlib axes objects to plot on. If not provided, new axes will be created. + reshape_time: Time reshaping configuration: + - 'auto' (default): Automatically applies ('D', 'h') if only 'time' dimension + - Tuple like ('D', 'h'): Explicit time reshaping (days vs hours) + - None: Disable time reshaping + fill: Method to fill missing values when reshaping time: 'ffill' or 'bfill'. Default is 'ffill'. + vmin: Minimum value for color scale. If None, uses data minimum. + vmax: Maximum value for color scale. If None, uses data maximum. + imshow_kwargs: Optional dict of parameters to pass to ax.imshow(). + Use this to customize image properties (e.g., interpolation, aspect). + cbar_kwargs: Optional dict of parameters to pass to plt.colorbar(). + Use this to customize colorbar properties (e.g., orientation, label). + **kwargs: Additional keyword arguments passed to ax.imshow(). + Common options include: + - interpolation: 'nearest', 'bilinear', 'bicubic', etc. + - alpha: Transparency level (0-1) + - extent: [left, right, bottom, top] for axis limits Returns: - A tuple containing the Matplotlib figure and list of axes objects used for the plot. - """ - # Check for empty data - if data_left.empty and data_right.empty: - logger.warning('Both datasets are empty. Returning empty figure.') - if fig is None: - fig, axes = plt.subplots(1, 2, figsize=figsize) - return fig, axes - - # Create figure and axes if not provided - if fig is None or axes is None: - fig, axes = plt.subplots(1, 2, figsize=figsize) - - # Process series to handle negative values and apply minimum percentage threshold - def preprocess_series(series: pd.Series): - """ - Preprocess a series for pie chart display by handling negative values - and grouping the smallest parts together if they collectively represent - less than the specified percentage threshold. - """ - # Handle negative values - if (series < 0).any(): - logger.warning('Negative values detected in data. Using absolute values for pie chart.') - series = series.abs() - - # Remove zeros - series = series[series > 0] - - # Apply minimum percentage threshold if needed - if lower_percentage_group and not series.empty: - total = series.sum() - if total > 0: - # Sort series by value (ascending) - sorted_series = series.sort_values() - - # Calculate cumulative percentage contribution - cumulative_percent = (sorted_series.cumsum() / total) * 100 - - # Find entries that collectively make up less than lower_percentage_group - to_group = cumulative_percent <= lower_percentage_group + A tuple containing the Matplotlib figure and axes objects used for the plot. - if to_group.sum() > 1: - # Create "Other" category for the smallest values that together are < threshold - other_sum = sorted_series[to_group].sum() + Notes: + - Matplotlib backend doesn't support faceting or animation. Use plotly engine for those features. + - The y-axis is automatically inverted to display data with origin at top-left. + - A colorbar is added to show the value scale. - # Keep only values that aren't in the "Other" group - result_series = series[~series.index.isin(sorted_series[to_group].index)] + Examples: + ```python + fig, ax = heatmap_with_matplotlib(data_array, colors='RdBu', title='Temperature') + plt.savefig('heatmap.png') + ``` - # Add the "Other" category if it has a value - if other_sum > 0: - result_series['Other'] = other_sum + Time reshaping: - return result_series + ```python + fig, ax = heatmap_with_matplotlib(data_array, reshape_time=('D', 'h')) + ``` + """ + if colors is None: + colors = CONFIG.Plotting.default_sequential_colorscale - return series + # Initialize kwargs if not provided + if imshow_kwargs is None: + imshow_kwargs = {} + if cbar_kwargs is None: + cbar_kwargs = {} - # Preprocess data - data_left_processed = preprocess_series(data_left) - data_right_processed = preprocess_series(data_right) + # Merge any additional kwargs into imshow_kwargs + # This allows users to pass imshow options directly + imshow_kwargs.update(kwargs) - # Convert Series to DataFrames for pie_with_matplotlib - df_left = pd.DataFrame(data_left_processed).T if not data_left_processed.empty else pd.DataFrame() - df_right = pd.DataFrame(data_right_processed).T if not data_right_processed.empty else pd.DataFrame() + # Handle empty data + if data.size == 0: + fig, ax = plt.subplots(figsize=figsize) + return fig, ax - # Get unique set of all labels for consistent coloring - all_labels = sorted(set(data_left_processed.index) | set(data_right_processed.index)) + # Apply time reshaping using the new unified function + # Matplotlib doesn't support faceting/animation, so we pass None for those + data = reshape_data_for_heatmap(data, reshape_time=reshape_time, facet_by=None, animate_by=None, fill=fill) - # Get consistent color mapping for both charts using our unified function - color_map = ColorProcessor(engine='matplotlib').process_colors(colors, all_labels, return_mapping=True) + # Handle single-dimension case by adding variable name as a dimension + if isinstance(data, xr.DataArray) and len(data.dims) == 1: + var_name = data.name if data.name else 'value' + data = data.expand_dims({'variable': [var_name]}) + logger.debug(f'Only 1 dimension in data. Added variable dimension: {var_name}') - # Configure colors for each DataFrame based on the consistent mapping - left_colors = [color_map[col] for col in df_left.columns] if not df_left.empty else [] - right_colors = [color_map[col] for col in df_right.columns] if not df_right.empty else [] + # Create figure and axes + fig, ax = plt.subplots(figsize=figsize) - # Create left pie chart - if not df_left.empty: - pie_with_matplotlib(data=df_left, colors=left_colors, title=subtitles[0], hole=hole, fig=fig, ax=axes[0]) - else: - axes[0].set_title(subtitles[0]) - axes[0].axis('off') + # Extract data values + # If data has more than 2 dimensions, we need to reduce it + if isinstance(data, xr.DataArray): + # Get the first 2 dimensions + dims = list(data.dims) + if len(dims) > 2: + logger.warning( + f'Data has {len(dims)} dimensions: {dims}. ' + f'Only the first 2 will be used for the heatmap. ' + f'Use the plotly engine for faceting/animation support.' + ) + # Select only the first 2 dimensions by taking first slice of others + selection = {dim: 0 for dim in dims[2:]} + data = data.isel(selection) - # Create right pie chart - if not df_right.empty: - pie_with_matplotlib(data=df_right, colors=right_colors, title=subtitles[1], hole=hole, fig=fig, ax=axes[1]) + values = data.values + x_labels = data.dims[1] if len(data.dims) > 1 else 'x' + y_labels = data.dims[0] if len(data.dims) > 0 else 'y' else: - axes[1].set_title(subtitles[1]) - axes[1].axis('off') - - # Add main title - if title: - fig.suptitle(title, fontsize=16, y=0.98) + values = data + x_labels = 'x' + y_labels = 'y' + + # Create the heatmap using imshow with user customizations + imshow_defaults = {'cmap': colors, 'aspect': 'auto', 'origin': 'upper', 'vmin': vmin, 'vmax': vmax} + imshow_defaults.update(imshow_kwargs) # User kwargs override defaults + im = ax.imshow(values, **imshow_defaults) + + # Add colorbar with user customizations + cbar_defaults = {'ax': ax, 'orientation': 'horizontal', 'pad': 0.1, 'aspect': 15, 'fraction': 0.05} + cbar_defaults.update(cbar_kwargs) # User kwargs override defaults + cbar = plt.colorbar(im, **cbar_defaults) + + # Set colorbar label if not overridden by user + if 'label' not in cbar_kwargs: + cbar.set_label('Value') + + # Set labels and title + ax.set_xlabel(str(x_labels).capitalize()) + ax.set_ylabel(str(y_labels).capitalize()) + ax.set_title(title) - # Adjust layout + # Apply tight layout fig.tight_layout() - # Create a unified legend if both charts have data - if not df_left.empty and not df_right.empty: - # Remove individual legends - for ax in axes: - if ax.get_legend(): - ax.get_legend().remove() - - # Create handles for the unified legend - handles = [] - labels_for_legend = [] - - for label in all_labels: - color = color_map[label] - patch = plt.Line2D([0], [0], marker='o', color='w', markerfacecolor=color, markersize=10, label=label) - handles.append(patch) - labels_for_legend.append(label) - - # Add unified legend - fig.legend( - handles=handles, - labels=labels_for_legend, - title=legend_title, - loc='lower center', - bbox_to_anchor=(0.5, 0), - ncol=min(len(all_labels), 5), # Limit columns to 5 for readability - ) - - # Add padding at the bottom for the legend - fig.subplots_adjust(bottom=0.2) - - return fig, axes + return fig, ax def export_figure( @@ -1420,8 +1562,9 @@ def export_figure( default_path: pathlib.Path, default_filetype: str | None = None, user_path: pathlib.Path | None = None, - show: bool = True, + show: bool | None = None, save: bool = False, + dpi: int | None = None, ) -> go.Figure | tuple[plt.Figure, plt.Axes]: """ Export a figure to a file and or show it. @@ -1431,13 +1574,21 @@ def export_figure( default_path: The default file path if no user filename is provided. default_filetype: The default filetype if the path doesnt end with a filetype. user_path: An optional user-specified file path. - show: Whether to display the figure (default: True). + show: Whether to display the figure. If None, uses CONFIG.Plotting.default_show (default: None). save: Whether to save the figure (default: False). + dpi: DPI (dots per inch) for saving Matplotlib figures. If None, uses CONFIG.Plotting.default_dpi. Raises: ValueError: If no default filetype is provided and the path doesn't specify a filetype. TypeError: If the figure type is not supported. """ + # Apply CONFIG defaults if not explicitly set + if show is None: + show = CONFIG.Plotting.default_show + + if dpi is None: + dpi = CONFIG.Plotting.default_dpi + filename = user_path or default_path filename = filename.with_name(filename.name.replace('|', '__')) if filename.suffix == '': @@ -1450,20 +1601,40 @@ def export_figure( if filename.suffix != '.html': logger.warning(f'To save a Plotly figure, using .html. Adjusting suffix for {filename}') filename = filename.with_suffix('.html') - if show and not save: - fig.show() - elif save and show: - plotly.offline.plot(fig, filename=str(filename)) - elif save and not show: - fig.write_html(str(filename)) + + try: + # Respect show and save flags (tests should set CONFIG.Plotting.default_show=False) + if save and show: + # Save and auto-open in browser + plotly.offline.plot(fig, filename=str(filename)) + elif save and not show: + # Save without opening + fig.write_html(str(filename)) + elif show and not save: + # Show interactively without saving + fig.show() + # If neither save nor show: do nothing + finally: + # Cleanup to prevent socket warnings + if hasattr(fig, '_renderer'): + fig._renderer = None + return figure_like elif isinstance(figure_like, tuple): fig, ax = figure_like if show: - fig.show() + # Only show if using interactive backend (tests should set CONFIG.Plotting.default_show=False) + backend = matplotlib.get_backend().lower() + is_interactive = backend not in {'agg', 'pdf', 'ps', 'svg', 'template'} + + if is_interactive: + plt.show() + if save: - fig.savefig(str(filename), dpi=300) + fig.savefig(str(filename), dpi=dpi) + plt.close(fig) # Close figure to free memory + return fig, ax raise TypeError(f'Figure type not supported: {type(figure_like)}') diff --git a/flixopt/results.py b/flixopt/results.py index d8834213a..954af6669 100644 --- a/flixopt/results.py +++ b/flixopt/results.py @@ -1,7 +1,7 @@ from __future__ import annotations +import copy import datetime -import json import logging import pathlib import warnings @@ -10,16 +10,18 @@ import linopy import numpy as np import pandas as pd -import plotly import xarray as xr -import yaml from . import io as fx_io from . import plotting +from .color_processing import process_colors +from .config import CONFIG from .flow_system import FlowSystem +from .structure import CompositeContainerMixin, ElementContainer, ResultsContainer if TYPE_CHECKING: import matplotlib.pyplot as plt + import plotly import pyvis from .calculation import Calculation, SegmentedCalculation @@ -29,13 +31,30 @@ logger = logging.getLogger('flixopt') +def load_mapping_from_file(path: pathlib.Path) -> dict[str, str | list[str]]: + """Load color mapping from JSON or YAML file. + + Tries loader based on file suffix first, with fallback to the other format. + + Args: + path: Path to config file (.json or .yaml/.yml) + + Returns: + Dictionary mapping components to colors or colorscales to component lists + + Raises: + ValueError: If file cannot be loaded as JSON or YAML + """ + return fx_io.load_config_file(path) + + class _FlowSystemRestorationError(Exception): """Exception raised when a FlowSystem cannot be restored from dataset.""" pass -class CalculationResults: +class CalculationResults(CompositeContainerMixin['ComponentResults | BusResults | EffectResults | FlowResults']): """Comprehensive container for optimization calculation results and analysis tools. This class provides unified access to all optimization results including flow rates, @@ -107,6 +126,20 @@ class CalculationResults: ).mean() ``` + Configure automatic color management for plots: + + ```python + # Dict-based configuration: + results.setup_colors({'Solar*': 'Oranges', 'Wind*': 'Blues', 'Battery': 'green'}) + + # All plots automatically use configured colors (colors=None is the default) + results['ElectricityBus'].plot_node_balance() + results['Battery'].plot_charge_state() + + # Override when needed + results['ElectricityBus'].plot_node_balance(colors='turbo') # Ignores setup + ``` + Design Patterns: **Factory Methods**: Use `from_file()` and `from_calculation()` for creation or access directly from `Calculation.results` **Dictionary Access**: Use `results[element_label]` for element-specific results @@ -115,6 +148,8 @@ class CalculationResults: """ + model: linopy.Model | None + @classmethod def from_file(cls, folder: str | pathlib.Path, name: str) -> CalculationResults: """Load CalculationResults from saved files. @@ -137,8 +172,7 @@ def from_file(cls, folder: str | pathlib.Path, name: str) -> CalculationResults: except Exception as e: logger.critical(f'Could not load the linopy model "{name}" from file ("{paths.linopy_model}"): {e}') - with open(paths.summary, encoding='utf-8') as f: - summary = yaml.load(f, Loader=yaml.FullLoader) + summary = fx_io.load_yaml(paths.summary) return cls( solution=fx_io.load_dataset_from_netcdf(paths.solution), @@ -195,8 +229,8 @@ def __init__( if 'flow_system' in kwargs and flow_system_data is None: flow_system_data = kwargs.pop('flow_system') warnings.warn( - "The 'flow_system' parameter is deprecated. Use 'flow_system_data' instead." - "Acess is now by '.flow_system_data', while '.flow_system' returns the restored FlowSystem.", + "The 'flow_system' parameter is deprecated. Use 'flow_system_data' instead. " + "Access is now via '.flow_system_data', while '.flow_system' returns the restored FlowSystem.", DeprecationWarning, stacklevel=2, ) @@ -207,13 +241,18 @@ def __init__( self.name = name self.model = model self.folder = pathlib.Path(folder) if folder is not None else pathlib.Path.cwd() / 'results' - self.components = { + + # Create ResultsContainers for better access patterns + components_dict = { label: ComponentResults(self, **infos) for label, infos in self.solution.attrs['Components'].items() } + self.components = ResultsContainer(elements=components_dict, element_type_name='component results') - self.buses = {label: BusResults(self, **infos) for label, infos in self.solution.attrs['Buses'].items()} + buses_dict = {label: BusResults(self, **infos) for label, infos in self.solution.attrs['Buses'].items()} + self.buses = ResultsContainer(elements=buses_dict, element_type_name='bus results') - self.effects = {label: EffectResults(self, **infos) for label, infos in self.solution.attrs['Effects'].items()} + effects_dict = {label: EffectResults(self, **infos) for label, infos in self.solution.attrs['Effects'].items()} + self.effects = ResultsContainer(elements=effects_dict, element_type_name='effect results') if 'Flows' not in self.solution.attrs: warnings.warn( @@ -221,15 +260,19 @@ def __init__( 'is not availlable. We recommend to evaluate your results with a version <2.2.0.', stacklevel=2, ) - self.flows = {} + flows_dict = {} + self._has_flow_data = False else: - self.flows = { + flows_dict = { label: FlowResults(self, **infos) for label, infos in self.solution.attrs.get('Flows', {}).items() } + self._has_flow_data = True + self.flows = ResultsContainer(elements=flows_dict, element_type_name='flow results') self.timesteps_extra = self.solution.indexes['time'] self.hours_per_timestep = FlowSystem.calculate_hours_per_timestep(self.timesteps_extra) self.scenarios = self.solution.indexes['scenario'] if 'scenario' in self.solution.indexes else None + self.periods = self.solution.indexes['period'] if 'period' in self.solution.indexes else None self._effect_share_factors = None self._flow_system = None @@ -239,16 +282,24 @@ def __init__( self._sizes = None self._effects_per_component = None - def __getitem__(self, key: str) -> ComponentResults | BusResults | EffectResults: - if key in self.components: - return self.components[key] - if key in self.buses: - return self.buses[key] - if key in self.effects: - return self.effects[key] - if key in self.flows: - return self.flows[key] - raise KeyError(f'No element with label {key} found.') + self.colors: dict[str, str] = {} + + def _get_container_groups(self) -> dict[str, ResultsContainer]: + """Return ordered container groups for CompositeContainerMixin.""" + return { + 'Components': self.components, + 'Buses': self.buses, + 'Effects': self.effects, + 'Flows': self.flows, + } + + def __repr__(self) -> str: + """Return grouped representation of all results.""" + r = fx_io.format_title_with_underline(self.__class__.__name__, '=') + r += f'Name: "{self.name}"\nFolder: {self.folder}\n' + # Add grouped container view + r += '\n' + self._format_grouped_containers() + return r @property def storages(self) -> list[ComponentResults]: @@ -283,7 +334,7 @@ def constraints(self) -> linopy.Constraints: def effect_share_factors(self): if self._effect_share_factors is None: effect_share_factors = self.flow_system.effects.calculate_effect_share_factors() - self._effect_share_factors = {'operation': effect_share_factors[0], 'invest': effect_share_factors[1]} + self._effect_share_factors = {'temporal': effect_share_factors[0], 'periodic': effect_share_factors[1]} return self._effect_share_factors @property @@ -291,21 +342,145 @@ def flow_system(self) -> FlowSystem: """The restored flow_system that was used to create the calculation. Contains all input parameters.""" if self._flow_system is None: + old_level = logger.level + logger.level = logging.CRITICAL try: - from . import FlowSystem - - current_logger_level = logger.getEffectiveLevel() - logger.setLevel(logging.CRITICAL) self._flow_system = FlowSystem.from_dataset(self.flow_system_data) self._flow_system._connect_network() - logger.setLevel(current_logger_level) except Exception as e: logger.critical( f'Not able to restore FlowSystem from dataset. Some functionality is not availlable. {e}' ) raise _FlowSystemRestorationError(f'Not able to restore FlowSystem from dataset. {e}') from e + finally: + logger.level = old_level return self._flow_system + def setup_colors( + self, + config: dict[str, str | list[str]] | str | pathlib.Path | None = None, + default_colorscale: str | None = None, + ) -> dict[str, str]: + """ + Setup colors for all variables across all elements. Overwrites existing ones. + + Args: + config: Configuration for color assignment. Can be: + - dict: Maps components to colors/colorscales: + * 'component1': 'red' # Single component to single color + * 'component1': '#FF0000' # Single component to hex color + - OR maps colorscales to multiple components: + * 'colorscale_name': ['component1', 'component2'] # Colorscale across components + - str: Path to a JSON/YAML config file or a colorscale name to apply to all + - Path: Path to a JSON/YAML config file + - None: Use default_colorscale for all components + default_colorscale: Default colorscale for unconfigured components (default: 'turbo') + + Examples: + setup_colors({ + # Direct component-to-color mappings + 'Boiler1': '#FF0000', + 'CHP': 'darkred', + # Colorscale for multiple components + 'Oranges': ['Solar1', 'Solar2'], + 'Blues': ['Wind1', 'Wind2'], + 'Greens': ['Battery1', 'Battery2', 'Battery3'], + }) + + Returns: + Complete variable-to-color mapping dictionary + """ + + def get_all_variable_names(comp: str) -> list[str]: + """Collect all variables from the component, including flows and flow_hours.""" + comp_object = self.components[comp] + var_names = [comp] + list(comp_object._variable_names) + for flow in comp_object.flows: + var_names.extend([flow, f'{flow}|flow_hours']) + return var_names + + # Set default colorscale if not provided + if default_colorscale is None: + default_colorscale = CONFIG.Plotting.default_qualitative_colorscale + + # Handle different config input types + if config is None: + # Apply default colorscale to all components + config_dict = {} + elif isinstance(config, (str, pathlib.Path)): + # Try to load from file first + config_path = pathlib.Path(config) + if config_path.exists(): + # Load config from file using helper + config_dict = load_mapping_from_file(config_path) + else: + # Treat as colorscale name to apply to all components + all_components = list(self.components.keys()) + config_dict = {config: all_components} + elif isinstance(config, dict): + config_dict = config + else: + raise TypeError(f'config must be dict, str, Path, or None, got {type(config)}') + + # Step 1: Build component-to-color mapping + component_colors: dict[str, str] = {} + + # Track which components are configured + configured_components = set() + + # Process each configuration entry + for key, value in config_dict.items(): + # Check if value is a list (colorscale -> [components]) + # or a string (component -> color OR colorscale -> [components]) + + if isinstance(value, list): + # key is colorscale, value is list of components + # Format: 'Blues': ['Wind1', 'Wind2'] + components = value + colorscale_name = key + + # Validate components exist + for component in components: + if component not in self.components: + raise ValueError(f"Component '{component}' not found") + + configured_components.update(components) + + # Use process_colors to get one color per component from the colorscale + colors_for_components = process_colors(colorscale_name, components) + component_colors.update(colors_for_components) + + elif isinstance(value, str): + # Check if key is an existing component + if key in self.components: + # Format: 'CHP': 'red' (component -> color) + component, color = key, value + + configured_components.add(component) + component_colors[component] = color + else: + raise ValueError(f"Component '{key}' not found") + else: + raise TypeError(f'Config value must be str or list, got {type(value)}') + + # Step 2: Assign colors to remaining unconfigured components + remaining_components = list(set(self.components.keys()) - configured_components) + if remaining_components: + # Use default colorscale to assign one color per remaining component + default_colors = process_colors(default_colorscale, remaining_components) + component_colors.update(default_colors) + + # Step 3: Build variable-to-color mapping + # Clear existing colors to avoid stale keys + self.colors = {} + # Each component's variables all get the same color as the component + for component, color in component_colors.items(): + variable_names = get_all_variable_names(component) + for var_name in variable_names: + self.colors[var_name] = color + + return self.colors + def filter_solution( self, variable_dims: Literal['scalar', 'time', 'scenario', 'timeonly', 'scenarioonly'] | None = None, @@ -358,10 +533,10 @@ def effects_per_component(self) -> xr.Dataset: self._effects_per_component = xr.Dataset( { mode: self._create_effects_dataset(mode).to_dataarray('effect', name=mode) - for mode in ['operation', 'invest', 'total'] + for mode in ['temporal', 'periodic', 'total'] } ) - dim_order = ['time', 'year', 'scenario', 'component', 'effect'] + dim_order = ['time', 'period', 'scenario', 'component', 'effect'] self._effects_per_component = self._effects_per_component.transpose(*dim_order, missing_dims='ignore') return self._effects_per_component @@ -389,6 +564,8 @@ def flow_rates( To recombine filtered dataarrays, use `xr.concat` with dim 'flow': >>>xr.concat([results.flow_rates(start='Fernwärme'), results.flow_rates(end='Fernwärme')], dim='flow') """ + if not self._has_flow_data: + raise ValueError('Flow data is not available in this results object (pre-v2.2.0).') if self._flow_rates is None: self._flow_rates = self._assign_flow_coords( xr.concat( @@ -450,6 +627,8 @@ def sizes( >>>xr.concat([results.sizes(start='Fernwärme'), results.sizes(end='Fernwärme')], dim='flow') """ + if not self._has_flow_data: + raise ValueError('Flow data is not available in this results object (pre-v2.2.0).') if self._sizes is None: self._sizes = self._assign_flow_coords( xr.concat( @@ -462,11 +641,12 @@ def sizes( def _assign_flow_coords(self, da: xr.DataArray): # Add start and end coordinates + flows_list = list(self.flows.values()) da = da.assign_coords( { - 'start': ('flow', [flow.start for flow in self.flows.values()]), - 'end': ('flow', [flow.end for flow in self.flows.values()]), - 'component': ('flow', [flow.component for flow in self.flows.values()]), + 'start': ('flow', [flow.start for flow in flows_list]), + 'end': ('flow', [flow.end for flow in flows_list]), + 'component': ('flow', [flow.component for flow in flows_list]), } ) @@ -479,22 +659,22 @@ def get_effect_shares( self, element: str, effect: str, - mode: Literal['operation', 'invest'] | None = None, + mode: Literal['temporal', 'periodic'] | None = None, include_flows: bool = False, ) -> xr.Dataset: """Retrieves individual effect shares for a specific element and effect. - Either for operation, investment, or both modes combined. + Either for temporal, investment, or both modes combined. Only includes the direct shares. Args: element: The element identifier for which to retrieve effect shares. effect: The effect identifier for which to retrieve shares. - mode: Optional. The mode to retrieve shares for. Can be 'operation', 'invest', + mode: Optional. The mode to retrieve shares for. Can be 'temporal', 'periodic', or None to retrieve both. Defaults to None. Returns: An xarray Dataset containing the requested effect shares. If mode is None, - returns a merged Dataset containing both operation and investment shares. + returns a merged Dataset containing both temporal and investment shares. Raises: ValueError: If the specified effect is not available or if mode is invalid. @@ -506,14 +686,16 @@ def get_effect_shares( return xr.merge( [ self.get_effect_shares( - element=element, effect=effect, mode='operation', include_flows=include_flows + element=element, effect=effect, mode='temporal', include_flows=include_flows + ), + self.get_effect_shares( + element=element, effect=effect, mode='periodic', include_flows=include_flows ), - self.get_effect_shares(element=element, effect=effect, mode='invest', include_flows=include_flows), ] ) - if mode not in ['operation', 'invest']: - raise ValueError(f'Mode {mode} is not available. Choose between "operation" and "invest".') + if mode not in ['temporal', 'periodic']: + raise ValueError(f'Mode {mode} is not available. Choose between "temporal" and "periodic".') ds = xr.Dataset() @@ -541,7 +723,7 @@ def _compute_effect_total( self, element: str, effect: str, - mode: Literal['operation', 'invest', 'total'] = 'total', + mode: Literal['temporal', 'periodic', 'total'] = 'total', include_flows: bool = False, ) -> xr.DataArray: """Calculates the total effect for a specific element and effect. @@ -553,10 +735,9 @@ def _compute_effect_total( element: The element identifier for which to calculate total effects. effect: The effect identifier to calculate. mode: The calculation mode. Options are: - 'operation': Returns operation-specific effects. - 'invest': Returns investment-specific effects. - 'total': Returns the sum of operation effects (across all timesteps) - and investment effects. Defaults to 'total'. + 'temporal': Returns temporal effects. + 'periodic': Returns investment-specific effects. + 'total': Returns the sum of temporal effects and periodic effects. Defaults to 'total'. include_flows: Whether to include effects from flows connected to this element. Returns: @@ -571,22 +752,20 @@ def _compute_effect_total( raise ValueError(f'Effect {effect} is not available.') if mode == 'total': - operation = self._compute_effect_total( - element=element, effect=effect, mode='operation', include_flows=include_flows + temporal = self._compute_effect_total( + element=element, effect=effect, mode='temporal', include_flows=include_flows ) - invest = self._compute_effect_total( - element=element, effect=effect, mode='invest', include_flows=include_flows + periodic = self._compute_effect_total( + element=element, effect=effect, mode='periodic', include_flows=include_flows ) - if invest.isnull().all() and operation.isnull().all(): + if periodic.isnull().all() and temporal.isnull().all(): return xr.DataArray(np.nan) - if operation.isnull().all(): - return invest.rename(f'{element}->{effect}') - operation = operation.sum('time') - if invest.isnull().all(): - return operation.rename(f'{element}->{effect}') - if 'time' in operation.indexes: - operation = operation.sum('time') - return invest + operation + if temporal.isnull().all(): + return periodic.rename(f'{element}->{effect}') + temporal = temporal.sum('time') + if periodic.isnull().all(): + return temporal.rename(f'{element}->{effect}') + return periodic + temporal total = xr.DataArray(0) share_exists = False @@ -619,42 +798,57 @@ def _compute_effect_total( total = xr.DataArray(np.nan) return total.rename(f'{element}->{effect}({mode})') - def _create_effects_dataset(self, mode: Literal['operation', 'invest', 'total']) -> xr.Dataset: + def _create_template_for_mode(self, mode: Literal['temporal', 'periodic', 'total']) -> xr.DataArray: + """Create a template DataArray with the correct dimensions for a given mode. + + Args: + mode: The calculation mode ('temporal', 'periodic', or 'total'). + + Returns: + A DataArray filled with NaN, with dimensions appropriate for the mode. + """ + coords = {} + if mode == 'temporal': + coords['time'] = self.timesteps_extra + if self.periods is not None: + coords['period'] = self.periods + if self.scenarios is not None: + coords['scenario'] = self.scenarios + + # Create template with appropriate shape + if coords: + shape = tuple(len(coords[dim]) for dim in coords) + return xr.DataArray(np.full(shape, np.nan, dtype=float), coords=coords, dims=list(coords.keys())) + else: + return xr.DataArray(np.nan) + + def _create_effects_dataset(self, mode: Literal['temporal', 'periodic', 'total']) -> xr.Dataset: """Creates a dataset containing effect totals for all components (including their flows). The dataset does contain the direct as well as the indirect effects of each component. Args: - mode: The calculation mode ('operation', 'invest', or 'total'). + mode: The calculation mode ('temporal', 'periodic', or 'total'). Returns: An xarray Dataset with components as dimension and effects as variables. """ + # Create template with correct dimensions for this mode + template = self._create_template_for_mode(mode) + ds = xr.Dataset() all_arrays = {} - template = None # Template is needed to determine the dimensions of the arrays. This handles the case of no shares for an effect - components_list = list(self.components) - # First pass: collect arrays and find template + # Collect arrays for all effects and components for effect in self.effects: effect_arrays = [] for component in components_list: da = self._compute_effect_total(element=component, effect=effect, mode=mode, include_flows=True) effect_arrays.append(da) - if template is None and (da.dims or not da.isnull().all()): - template = da - all_arrays[effect] = effect_arrays - # Ensure we have a template - if template is None: - raise ValueError( - f"No template with proper dimensions found for mode '{mode}'. " - f'All computed arrays are scalars, which indicates a data issue.' - ) - - # Second pass: process all effects (guaranteed to include all) + # Process all effects: expand scalar NaN arrays to match template dimensions for effect in self.effects: dataarrays = all_arrays[effect] component_arrays = [] @@ -666,13 +860,13 @@ def _create_effects_dataset(self, mode: Literal['operation', 'invest', 'total']) component_arrays.append(arr.expand_dims(component=[component])) - ds[effect] = xr.concat(component_arrays, dim='component', coords='minimal') + ds[effect] = xr.concat(component_arrays, dim='component', coords='minimal', join='outer').rename(effect) # For now include a test to ensure correctness suffix = { - 'operation': '(operation)|total_per_timestep', - 'invest': '(invest)|total', - 'total': '|total', + 'temporal': '(temporal)|per_timestep', + 'periodic': '(periodic)', + 'total': '', } for effect in self.effects: label = f'{effect}{suffix[mode]}' @@ -687,68 +881,145 @@ def _create_effects_dataset(self, mode: Literal['operation', 'invest', 'total']) def plot_heatmap( self, - variable_name: str, - heatmap_timeframes: Literal['YS', 'MS', 'W', 'D', 'h', '15min', 'min'] = 'D', - heatmap_timesteps_per_frame: Literal['W', 'D', 'h', '15min', 'min'] = 'h', - color_map: str = 'portland', + variable_name: str | list[str], save: bool | pathlib.Path = False, - show: bool = True, + show: bool | None = None, + colors: plotting.ColorType | None = None, engine: plotting.PlottingEngine = 'plotly', + select: dict[FlowSystemDimensions, Any] | None = None, + facet_by: str | list[str] | None = 'scenario', + animate_by: str | None = 'period', + facet_cols: int | None = None, + reshape_time: tuple[Literal['YS', 'MS', 'W', 'D', 'h', '15min', 'min'], Literal['W', 'D', 'h', '15min', 'min']] + | Literal['auto'] + | None = 'auto', + fill: Literal['ffill', 'bfill'] | None = 'ffill', + # Deprecated parameters (kept for backwards compatibility) indexer: dict[FlowSystemDimensions, Any] | None = None, + heatmap_timeframes: Literal['YS', 'MS', 'W', 'D', 'h', '15min', 'min'] | None = None, + heatmap_timesteps_per_frame: Literal['W', 'D', 'h', '15min', 'min'] | None = None, + color_map: str | None = None, + **plot_kwargs: Any, ) -> plotly.graph_objs.Figure | tuple[plt.Figure, plt.Axes]: """ - Plots a heatmap of the solution of a variable. + Plots a heatmap visualization of a variable using imshow or time-based reshaping. + + Supports multiple visualization features that can be combined: + - **Multi-variable**: Plot multiple variables on a single heatmap (creates 'variable' dimension) + - **Time reshaping**: Converts 'time' dimension into 2D (e.g., hours vs days) + - **Faceting**: Creates subplots for different dimension values + - **Animation**: Animates through dimension values (Plotly only) Args: - variable_name: The name of the variable to plot. - heatmap_timeframes: The timeframes to use for the heatmap. - heatmap_timesteps_per_frame: The timesteps per frame to use for the heatmap. - color_map: The color map to use for the heatmap. + variable_name: The name of the variable to plot, or a list of variable names. + When a list is provided, variables are combined into a single DataArray + with a new 'variable' dimension. save: Whether to save the plot or not. If a path is provided, the plot will be saved at that location. show: Whether to show the plot or not. + colors: Color scheme for the heatmap. See `flixopt.plotting.ColorType` for options. engine: The engine to use for plotting. Can be either 'plotly' or 'matplotlib'. - indexer: Optional selection dict, e.g., {'scenario': 'base', 'year': 2024}. - If None, uses first value for each dimension. - If empty dict {}, uses all values. + select: Optional data selection dict. Supports single values, lists, slices, and index arrays. + Applied BEFORE faceting/animation/reshaping. + facet_by: Dimension(s) to create facets (subplots) for. Can be a single dimension name (str) + or list of dimensions. Each unique value combination creates a subplot. Ignored if not found. + animate_by: Dimension to animate over (Plotly only). Creates animation frames that cycle through + dimension values. Only one dimension can be animated. Ignored if not found. + facet_cols: Number of columns in the facet grid layout (default: 3). + reshape_time: Time reshaping configuration (default: 'auto'): + - 'auto': Automatically applies ('D', 'h') when only 'time' dimension remains + - Tuple: Explicit reshaping, e.g. ('D', 'h') for days vs hours, + ('MS', 'D') for months vs days, ('W', 'h') for weeks vs hours + - None: Disable auto-reshaping (will error if only 1D time data) + Supported timeframes: 'YS', 'MS', 'W', 'D', 'h', '15min', 'min' + fill: Method to fill missing values after reshape: 'ffill' (forward fill) or 'bfill' (backward fill). + Default is 'ffill'. + **plot_kwargs: Additional plotting customization options. + Common options: + + - **dpi** (int): Export resolution for saved plots. Default: 300. + + For heatmaps specifically: + + - **vmin** (float): Minimum value for color scale (both engines). + - **vmax** (float): Maximum value for color scale (both engines). + + For Matplotlib heatmaps: + + - **imshow_kwargs** (dict): Additional kwargs for matplotlib's imshow (e.g., interpolation, aspect). + - **cbar_kwargs** (dict): Additional kwargs for colorbar customization. Examples: - Basic usage (uses first scenario, first year, all time): + Direct imshow mode (default): + + >>> results.plot_heatmap('Battery|charge_state', select={'scenario': 'base'}) + + Facet by scenario: + + >>> results.plot_heatmap('Boiler(Qth)|flow_rate', facet_by='scenario', facet_cols=2) - >>> results.plot_heatmap('Battery|charge_state') + Animate by period: - Select specific scenario and year: + >>> results.plot_heatmap('Boiler(Qth)|flow_rate', select={'scenario': 'base'}, animate_by='period') - >>> results.plot_heatmap('Boiler(Qth)|flow_rate', indexer={'scenario': 'base', 'year': 2024}) + Time reshape mode - daily patterns: - Time filtering (summer months only): + >>> results.plot_heatmap('Boiler(Qth)|flow_rate', select={'scenario': 'base'}, reshape_time=('D', 'h')) + + Combined: time reshaping with faceting and animation: >>> results.plot_heatmap( - ... 'Boiler(Qth)|flow_rate', - ... indexer={ - ... 'scenario': 'base', - ... 'time': results.solution.time[results.solution.time.dt.month.isin([6, 7, 8])], - ... }, + ... 'Boiler(Qth)|flow_rate', facet_by='scenario', animate_by='period', reshape_time=('D', 'h') ... ) - Save to specific location: + Multi-variable heatmap (variables as one axis): >>> results.plot_heatmap( - ... 'Boiler(Qth)|flow_rate', indexer={'scenario': 'base'}, save='path/to/my_heatmap.html' + ... ['Boiler(Q_th)|flow_rate', 'CHP(Q_th)|flow_rate', 'HeatStorage|charge_state'], + ... select={'scenario': 'base', 'period': 1}, + ... reshape_time=None, ... ) - """ - dataarray = self.solution[variable_name] + Multi-variable with time reshaping: + + >>> results.plot_heatmap( + ... ['Boiler(Q_th)|flow_rate', 'CHP(Q_th)|flow_rate'], + ... facet_by='scenario', + ... animate_by='period', + ... reshape_time=('D', 'h'), + ... ) + + High-resolution export with custom color range: + + >>> results.plot_heatmap('Battery|charge_state', save=True, dpi=600, vmin=0, vmax=100) + + Matplotlib heatmap with custom imshow settings: + + >>> results.plot_heatmap( + ... 'Boiler(Q_th)|flow_rate', + ... engine='matplotlib', + ... imshow_kwargs={'interpolation': 'bilinear', 'aspect': 'auto'}, + ... ) + """ + # Delegate to module-level plot_heatmap function return plot_heatmap( - dataarray=dataarray, - name=variable_name, + data=self.solution[variable_name], + name=variable_name if isinstance(variable_name, str) else None, folder=self.folder, - heatmap_timeframes=heatmap_timeframes, - heatmap_timesteps_per_frame=heatmap_timesteps_per_frame, - color_map=color_map, + colors=colors, save=save, show=show, engine=engine, + select=select, + facet_by=facet_by, + animate_by=animate_by, + facet_cols=facet_cols, + reshape_time=reshape_time, + fill=fill, indexer=indexer, + heatmap_timeframes=heatmap_timeframes, + heatmap_timesteps_per_frame=heatmap_timesteps_per_frame, + color_map=color_map, + **plot_kwargs, ) def plot_network( @@ -760,14 +1031,14 @@ def plot_network( ] ) = True, path: pathlib.Path | None = None, - show: bool = False, + show: bool | None = None, ) -> pyvis.network.Network | None: """Plot interactive network visualization of the system. Args: controls: Enable/disable interactive controls. path: Save path for network HTML. - show: Whether to display the plot. + show: Whether to display the plot. If None, uses CONFIG.Plotting.default_show. """ if path is None: path = self.folder / f'{self.name}--network.html' @@ -805,14 +1076,13 @@ def to_file( fx_io.save_dataset_to_netcdf(self.solution, paths.solution, compression=compression) fx_io.save_dataset_to_netcdf(self.flow_system_data, paths.flow_system, compression=compression) - with open(paths.summary, 'w', encoding='utf-8') as f: - yaml.dump(self.summary, f, allow_unicode=True, sort_keys=False, indent=4, width=1000) + fx_io.save_yaml(self.summary, paths.summary, compact_numeric_lists=True) if save_linopy_model: if self.model is None: logger.critical('No model in the CalculationResults. Saving the model is not possible.') else: - self.model.to_netcdf(paths.linopy_model) + self.model.to_netcdf(paths.linopy_model, engine='netcdf4') if document_model: if self.model is None: @@ -856,6 +1126,14 @@ def constraints(self) -> linopy.Constraints: raise ValueError('The linopy model is not available.') return self._calculation_results.model.constraints[self._constraint_names] + def __repr__(self) -> str: + """Return string representation with element info and dataset preview.""" + class_name = self.__class__.__name__ + header = f'{class_name}: "{self.label}"' + sol = self.solution.copy(deep=False) + sol.attrs = {} + return f'{header}\n{"-" * len(header)}\n{repr(sol)}' + def filter_solution( self, variable_dims: Literal['scalar', 'time', 'scenario', 'timeonly', 'scenarioonly'] | None = None, @@ -917,54 +1195,182 @@ def __init__( def plot_node_balance( self, save: bool | pathlib.Path = False, - show: bool = True, - colors: plotting.ColorType = 'viridis', + show: bool | None = None, + colors: plotting.ColorType | None = None, engine: plotting.PlottingEngine = 'plotly', - indexer: dict[FlowSystemDimensions, Any] | None = None, - mode: Literal['flow_rate', 'flow_hours'] = 'flow_rate', - style: Literal['area', 'stacked_bar', 'line'] = 'stacked_bar', + select: dict[FlowSystemDimensions, Any] | None = None, + unit_type: Literal['flow_rate', 'flow_hours'] = 'flow_rate', + mode: Literal['area', 'stacked_bar', 'line'] = 'stacked_bar', drop_suffix: bool = True, + facet_by: str | list[str] | None = 'scenario', + animate_by: str | None = 'period', + facet_cols: int | None = None, + # Deprecated parameter (kept for backwards compatibility) + indexer: dict[FlowSystemDimensions, Any] | None = None, + **plot_kwargs: Any, ) -> plotly.graph_objs.Figure | tuple[plt.Figure, plt.Axes]: """ - Plots the node balance of the Component or Bus. + Plots the node balance of the Component or Bus with optional faceting and animation. + Args: save: Whether to save the plot or not. If a path is provided, the plot will be saved at that location. show: Whether to show the plot or not. colors: The colors to use for the plot. See `flixopt.plotting.ColorType` for options. engine: The engine to use for plotting. Can be either 'plotly' or 'matplotlib'. - indexer: Optional selection dict, e.g., {'scenario': 'base', 'year': 2024}. - If None, uses first value for each dimension (except time). - If empty dict {}, uses all values. - style: The style to use for the dataset. Can be 'flow_rate' or 'flow_hours'. + select: Optional data selection dict. Supports: + - Single values: {'scenario': 'base', 'period': 2024} + - Multiple values: {'scenario': ['base', 'high', 'renewable']} + - Slices: {'time': slice('2024-01', '2024-06')} + - Index arrays: {'time': time_array} + Note: Applied BEFORE faceting/animation. + unit_type: The unit type to use for the dataset. Can be 'flow_rate' or 'flow_hours'. - 'flow_rate': Returns the flow_rates of the Node. - 'flow_hours': Returns the flow_hours of the Node. [flow_hours(t) = flow_rate(t) * dt(t)]. Renames suffixes to |flow_hours. + mode: The plotting mode. Use 'stacked_bar' for stacked bar charts, 'line' for stepped lines, or 'area' for stacked area charts. drop_suffix: Whether to drop the suffix from the variable names. + facet_by: Dimension(s) to create facets (subplots) for. Can be a single dimension name (str) + or list of dimensions. Each unique value combination creates a subplot. Ignored if not found. + Example: 'scenario' creates one subplot per scenario. + Example: ['scenario', 'period'] creates a grid of subplots for each scenario-period combination. + animate_by: Dimension to animate over (Plotly only). Creates animation frames that cycle through + dimension values. Only one dimension can be animated. Ignored if not found. + facet_cols: Number of columns in the facet grid layout (default: 3). + **plot_kwargs: Additional plotting customization options passed to underlying plotting functions. + + Common options: + + - **dpi** (int): Export resolution in dots per inch. Default: 300. + + **For Plotly engine** (`engine='plotly'`): + + - Any Plotly Express parameter for px.bar()/px.line()/px.area() + Example: `range_y=[0, 100]`, `line_shape='linear'` + + **For Matplotlib engine** (`engine='matplotlib'`): + + - **plot_kwargs** (dict): Customize plot via `ax.bar()` or `ax.step()`. + Example: `plot_kwargs={'linewidth': 3, 'alpha': 0.7, 'edgecolor': 'black'}` + + See :func:`flixopt.plotting.with_plotly` and :func:`flixopt.plotting.with_matplotlib` + for complete parameter reference. + + Note: For Plotly, you can further customize the returned figure using `fig.update_traces()` + and `fig.update_layout()` after calling this method. + + Examples: + Basic plot (current behavior): + + >>> results['Boiler'].plot_node_balance() + + Facet by scenario: + + >>> results['Boiler'].plot_node_balance(facet_by='scenario', facet_cols=2) + + Animate by period: + + >>> results['Boiler'].plot_node_balance(animate_by='period') + + Facet by scenario AND animate by period: + + >>> results['Boiler'].plot_node_balance(facet_by='scenario', animate_by='period') + + Select single scenario, then facet by period: + + >>> results['Boiler'].plot_node_balance(select={'scenario': 'base'}, facet_by='period') + + Select multiple scenarios and facet by them: + + >>> results['Boiler'].plot_node_balance( + ... select={'scenario': ['base', 'high', 'renewable']}, facet_by='scenario' + ... ) + + Time range selection (summer months only): + + >>> results['Boiler'].plot_node_balance(select={'time': slice('2024-06', '2024-08')}, facet_by='scenario') + + High-resolution export for publication: + + >>> results['Boiler'].plot_node_balance(engine='matplotlib', save='figure.png', dpi=600) + + Plotly Express customization (e.g., set y-axis range): + + >>> results['Boiler'].plot_node_balance(range_y=[0, 100]) + + Custom matplotlib appearance: + + >>> results['Boiler'].plot_node_balance(engine='matplotlib', plot_kwargs={'linewidth': 3, 'alpha': 0.7}) + + Further customize Plotly figure after creation: + + >>> fig = results['Boiler'].plot_node_balance(mode='line', show=False) + >>> fig.update_traces(line={'width': 5, 'dash': 'dot'}) + >>> fig.update_layout(template='plotly_dark', width=1200, height=600) + >>> fig.show() """ - ds = self.node_balance(with_last_timestep=True, mode=mode, drop_suffix=drop_suffix, indexer=indexer) + # Handle deprecated indexer parameter + if indexer is not None: + # Check for conflict with new parameter + if select is not None: + raise ValueError( + "Cannot use both deprecated parameter 'indexer' and new parameter 'select'. Use only 'select'." + ) + + import warnings - ds, suffix_parts = _apply_indexer_to_data(ds, indexer, drop=True) + warnings.warn( + "The 'indexer' parameter is deprecated and will be removed in a future version. Use 'select' instead.", + DeprecationWarning, + stacklevel=2, + ) + select = indexer + + if engine not in {'plotly', 'matplotlib'}: + raise ValueError(f'Engine "{engine}" not supported. Use one of ["plotly", "matplotlib"]') + + # Extract dpi for export_figure + dpi = plot_kwargs.pop('dpi', None) # None uses CONFIG.Plotting.default_dpi + + # Don't pass select/indexer to node_balance - we'll apply it afterwards + ds = self.node_balance(with_last_timestep=False, unit_type=unit_type, drop_suffix=drop_suffix) + + ds, suffix_parts = _apply_selection_to_data(ds, select=select, drop=True) + + # Matplotlib requires only 'time' dimension; check for extras after selection + if engine == 'matplotlib': + extra_dims = [d for d in ds.dims if d != 'time'] + if extra_dims: + raise ValueError( + f'Matplotlib engine only supports a single time axis, but found extra dimensions: {extra_dims}. ' + f'Please use select={{...}} to reduce dimensions or switch to engine="plotly" for faceting/animation.' + ) suffix = '--' + '-'.join(suffix_parts) if suffix_parts else '' - title = f'{self.label} (flow rates){suffix}' if mode == 'flow_rate' else f'{self.label} (flow hours){suffix}' + title = ( + f'{self.label} (flow rates){suffix}' if unit_type == 'flow_rate' else f'{self.label} (flow hours){suffix}' + ) if engine == 'plotly': figure_like = plotting.with_plotly( - ds.to_dataframe(), - colors=colors, - style=style, + ds, + facet_by=facet_by, + animate_by=animate_by, + colors=colors if colors is not None else self._calculation_results.colors, + mode=mode, title=title, + facet_cols=facet_cols, + xlabel='Time in h', + **plot_kwargs, ) default_filetype = '.html' - elif engine == 'matplotlib': + else: figure_like = plotting.with_matplotlib( - ds.to_dataframe(), - colors=colors, - style=style, + ds, + colors=colors if colors is not None else self._calculation_results.colors, + mode=mode, title=title, + **plot_kwargs, ) default_filetype = '.png' - else: - raise ValueError(f'Engine "{engine}" not supported. Use "plotly" or "matplotlib"') return plotting.export_figure( figure_like=figure_like, @@ -973,19 +1379,31 @@ def plot_node_balance( user_path=None if isinstance(save, bool) else pathlib.Path(save), show=show, save=True if save else False, + dpi=dpi, ) def plot_node_balance_pie( self, lower_percentage_group: float = 5, - colors: plotting.ColorType = 'viridis', + colors: plotting.ColorType | None = None, text_info: str = 'percent+label+value', save: bool | pathlib.Path = False, - show: bool = True, + show: bool | None = None, engine: plotting.PlottingEngine = 'plotly', + select: dict[FlowSystemDimensions, Any] | None = None, + # Deprecated parameter (kept for backwards compatibility) indexer: dict[FlowSystemDimensions, Any] | None = None, + **plot_kwargs: Any, ) -> plotly.graph_objs.Figure | tuple[plt.Figure, list[plt.Axes]]: """Plot pie chart of flow hours distribution. + + Note: + Pie charts require scalar data (no extra dimensions beyond time). + If your data has dimensions like 'scenario' or 'period', either: + + - Use `select` to choose specific values: `select={'scenario': 'base', 'period': 2024}` + - Let auto-selection choose the first value (a warning will be logged) + Args: lower_percentage_group: Percentage threshold for "Others" grouping. colors: Color scheme. Also see plotly. @@ -993,10 +1411,57 @@ def plot_node_balance_pie( save: Whether to save plot. show: Whether to display plot. engine: Plotting engine ('plotly' or 'matplotlib'). - indexer: Optional selection dict, e.g., {'scenario': 'base', 'year': 2024}. - If None, uses first value for each dimension. - If empty dict {}, uses all values. + select: Optional data selection dict. Supports single values, lists, slices, and index arrays. + Use this to select specific scenario/period before creating the pie chart. + **plot_kwargs: Additional plotting customization options. + + Common options: + + - **dpi** (int): Export resolution in dots per inch. Default: 300. + - **hover_template** (str): Hover text template (Plotly only). + Example: `hover_template='%{label}: %{value} (%{percent})'` + - **text_position** (str): Text position ('inside', 'outside', 'auto'). + - **hole** (float): Size of donut hole (0.0 to 1.0). + + See :func:`flixopt.plotting.dual_pie_with_plotly` for complete reference. + + Examples: + Basic usage (auto-selects first scenario/period if present): + + >>> results['Bus'].plot_node_balance_pie() + + Explicitly select a scenario and period: + + >>> results['Bus'].plot_node_balance_pie(select={'scenario': 'high_demand', 'period': 2030}) + + Create a donut chart with custom hover text: + + >>> results['Bus'].plot_node_balance_pie(hole=0.4, hover_template='%{label}: %{value:.2f} (%{percent})') + + High-resolution export: + + >>> results['Bus'].plot_node_balance_pie(save='figure.png', dpi=600) """ + # Handle deprecated indexer parameter + if indexer is not None: + # Check for conflict with new parameter + if select is not None: + raise ValueError( + "Cannot use both deprecated parameter 'indexer' and new parameter 'select'. Use only 'select'." + ) + + import warnings + + warnings.warn( + "The 'indexer' parameter is deprecated and will be removed in a future version. Use 'select' instead.", + DeprecationWarning, + stacklevel=2, + ) + select = indexer + + # Extract dpi for export_figure + dpi = plot_kwargs.pop('dpi', None) # None uses CONFIG.Plotting.default_dpi + inputs = sanitize_dataset( ds=self.solution[self.inputs] * self._calculation_results.hours_per_timestep, threshold=1e-5, @@ -1012,25 +1477,58 @@ def plot_node_balance_pie( drop_suffix='|', ) - inputs, suffix_parts = _apply_indexer_to_data(inputs, indexer, drop=True) - outputs, suffix_parts = _apply_indexer_to_data(outputs, indexer, drop=True) - suffix = '--' + '-'.join(suffix_parts) if suffix_parts else '' - - title = f'{self.label} (total flow hours){suffix}' + inputs, suffix_parts_in = _apply_selection_to_data(inputs, select=select, drop=True) + outputs, suffix_parts_out = _apply_selection_to_data(outputs, select=select, drop=True) + suffix_parts = suffix_parts_in + suffix_parts_out + # Sum over time dimension inputs = inputs.sum('time') outputs = outputs.sum('time') + # Auto-select first value for any remaining dimensions (scenario, period, etc.) + # Pie charts need scalar data, so we automatically reduce extra dimensions + extra_dims_inputs = [dim for dim in inputs.dims if dim != 'time'] + extra_dims_outputs = [dim for dim in outputs.dims if dim != 'time'] + extra_dims = sorted(set(extra_dims_inputs + extra_dims_outputs)) + + if extra_dims: + auto_select = {} + for dim in extra_dims: + # Get first value of this dimension + if dim in inputs.coords: + first_val = inputs.coords[dim].values[0] + elif dim in outputs.coords: + first_val = outputs.coords[dim].values[0] + else: + continue + auto_select[dim] = first_val + logger.info( + f'Pie chart auto-selected {dim}={first_val} (first value). ' + f'Use select={{"{dim}": value}} to choose a different value.' + ) + + # Apply auto-selection only for coords present in each dataset + inputs = inputs.sel({k: v for k, v in auto_select.items() if k in inputs.coords}) + outputs = outputs.sel({k: v for k, v in auto_select.items() if k in outputs.coords}) + + # Update suffix with auto-selected values + auto_suffix_parts = [f'{dim}={val}' for dim, val in auto_select.items()] + suffix_parts.extend(auto_suffix_parts) + + suffix = '--' + '-'.join(sorted(set(suffix_parts))) if suffix_parts else '' + title = f'{self.label} (total flow hours){suffix}' + if engine == 'plotly': figure_like = plotting.dual_pie_with_plotly( - data_left=inputs.to_pandas(), - data_right=outputs.to_pandas(), - colors=colors, + data_left=inputs, + data_right=outputs, + colors=colors if colors is not None else self._calculation_results.colors, title=title, text_info=text_info, subtitles=('Inputs', 'Outputs'), legend_title='Flows', lower_percentage_group=lower_percentage_group, + **plot_kwargs, ) default_filetype = '.html' elif engine == 'matplotlib': @@ -1038,11 +1536,12 @@ def plot_node_balance_pie( figure_like = plotting.dual_pie_with_matplotlib( data_left=inputs.to_pandas(), data_right=outputs.to_pandas(), - colors=colors, + colors=colors if colors is not None else self._calculation_results.colors, title=title, subtitles=('Inputs', 'Outputs'), legend_title='Flows', lower_percentage_group=lower_percentage_group, + **plot_kwargs, ) default_filetype = '.png' else: @@ -1055,6 +1554,7 @@ def plot_node_balance_pie( user_path=None if isinstance(save, bool) else pathlib.Path(save), show=show, save=True if save else False, + dpi=dpi, ) def node_balance( @@ -1063,8 +1563,10 @@ def node_balance( negate_outputs: bool = False, threshold: float | None = 1e-5, with_last_timestep: bool = False, - mode: Literal['flow_rate', 'flow_hours'] = 'flow_rate', + unit_type: Literal['flow_rate', 'flow_hours'] = 'flow_rate', drop_suffix: bool = False, + select: dict[FlowSystemDimensions, Any] | None = None, + # Deprecated parameter (kept for backwards compatibility) indexer: dict[FlowSystemDimensions, Any] | None = None, ) -> xr.Dataset: """ @@ -1074,14 +1576,29 @@ def node_balance( negate_outputs: Whether to negate the output flow_rates of the Node. threshold: The threshold for small values. Variables with all values below the threshold are dropped. with_last_timestep: Whether to include the last timestep in the dataset. - mode: The mode to use for the dataset. Can be 'flow_rate' or 'flow_hours'. + unit_type: The unit type to use for the dataset. Can be 'flow_rate' or 'flow_hours'. - 'flow_rate': Returns the flow_rates of the Node. - 'flow_hours': Returns the flow_hours of the Node. [flow_hours(t) = flow_rate(t) * dt(t)]. Renames suffixes to |flow_hours. drop_suffix: Whether to drop the suffix from the variable names. - indexer: Optional selection dict, e.g., {'scenario': 'base', 'year': 2024}. - If None, uses first value for each dimension. - If empty dict {}, uses all values. + select: Optional data selection dict. Supports single values, lists, slices, and index arrays. """ + # Handle deprecated indexer parameter + if indexer is not None: + # Check for conflict with new parameter + if select is not None: + raise ValueError( + "Cannot use both deprecated parameter 'indexer' and new parameter 'select'. Use only 'select'." + ) + + import warnings + + warnings.warn( + "The 'indexer' parameter is deprecated and will be removed in a future version. Use 'select' instead.", + DeprecationWarning, + stacklevel=2, + ) + select = indexer + ds = self.solution[self.inputs + self.outputs] ds = sanitize_dataset( @@ -1100,9 +1617,9 @@ def node_balance( drop_suffix='|' if drop_suffix else None, ) - ds, _ = _apply_indexer_to_data(ds, indexer, drop=True) + ds, _ = _apply_selection_to_data(ds, select=select, drop=True) - if mode == 'flow_hours': + if unit_type == 'flow_hours': ds = ds * self._calculation_results.hours_per_timestep ds = ds.rename_vars({var: var.replace('flow_rate', 'flow_hours') for var in ds.data_vars}) @@ -1134,75 +1651,221 @@ def charge_state(self) -> xr.DataArray: def plot_charge_state( self, save: bool | pathlib.Path = False, - show: bool = True, - colors: plotting.ColorType = 'viridis', + show: bool | None = None, + colors: plotting.ColorType | None = None, engine: plotting.PlottingEngine = 'plotly', - style: Literal['area', 'stacked_bar', 'line'] = 'stacked_bar', + mode: Literal['area', 'stacked_bar', 'line'] = 'area', + select: dict[FlowSystemDimensions, Any] | None = None, + facet_by: str | list[str] | None = 'scenario', + animate_by: str | None = 'period', + facet_cols: int | None = None, + # Deprecated parameter (kept for backwards compatibility) indexer: dict[FlowSystemDimensions, Any] | None = None, + **plot_kwargs: Any, ) -> plotly.graph_objs.Figure: - """Plot storage charge state over time, combined with the node balance. + """Plot storage charge state over time, combined with the node balance with optional faceting and animation. Args: save: Whether to save the plot or not. If a path is provided, the plot will be saved at that location. show: Whether to show the plot or not. colors: Color scheme. Also see plotly. engine: Plotting engine to use. Only 'plotly' is implemented atm. - style: The colors to use for the plot. See `flixopt.plotting.ColorType` for options. - indexer: Optional selection dict, e.g., {'scenario': 'base', 'year': 2024}. - If None, uses first value for each dimension. - If empty dict {}, uses all values. + mode: The plotting mode. Use 'stacked_bar' for stacked bar charts, 'line' for stepped lines, or 'area' for stacked area charts. + select: Optional data selection dict. Supports single values, lists, slices, and index arrays. + Applied BEFORE faceting/animation. + facet_by: Dimension(s) to create facets (subplots) for. Can be a single dimension name (str) + or list of dimensions. Each unique value combination creates a subplot. Ignored if not found. + animate_by: Dimension to animate over (Plotly only). Creates animation frames that cycle through + dimension values. Only one dimension can be animated. Ignored if not found. + facet_cols: Number of columns in the facet grid layout (default: 3). + **plot_kwargs: Additional plotting customization options passed to underlying plotting functions. + + Common options: + + - **dpi** (int): Export resolution in dots per inch. Default: 300. + + **For Plotly engine:** + + - Any Plotly Express parameter for px.bar()/px.line()/px.area() + Example: `range_y=[0, 100]`, `line_shape='linear'` + + **For Matplotlib engine:** + + - **plot_kwargs** (dict): Customize plot via `ax.bar()` or `ax.step()`. + + See :func:`flixopt.plotting.with_plotly` and :func:`flixopt.plotting.with_matplotlib` + for complete parameter reference. + + Note: For Plotly, you can further customize the returned figure using `fig.update_traces()` + and `fig.update_layout()` after calling this method. Raises: ValueError: If component is not a storage. + + Examples: + Basic plot: + + >>> results['Storage'].plot_charge_state() + + Facet by scenario: + + >>> results['Storage'].plot_charge_state(facet_by='scenario', facet_cols=2) + + Animate by period: + + >>> results['Storage'].plot_charge_state(animate_by='period') + + Facet by scenario AND animate by period: + + >>> results['Storage'].plot_charge_state(facet_by='scenario', animate_by='period') + + Custom layout after creation: + + >>> fig = results['Storage'].plot_charge_state(show=False) + >>> fig.update_layout(template='plotly_dark', height=800) + >>> fig.show() + + High-resolution export: + + >>> results['Storage'].plot_charge_state(save='storage.png', dpi=600) """ + # Handle deprecated indexer parameter + if indexer is not None: + # Check for conflict with new parameter + if select is not None: + raise ValueError( + "Cannot use both deprecated parameter 'indexer' and new parameter 'select'. Use only 'select'." + ) + + import warnings + + warnings.warn( + "The 'indexer' parameter is deprecated and will be removed in a future version. Use 'select' instead.", + DeprecationWarning, + stacklevel=2, + ) + select = indexer + + # Extract dpi for export_figure + dpi = plot_kwargs.pop('dpi', None) # None uses CONFIG.Plotting.default_dpi + + # Extract charge state line color (for overlay customization) + overlay_color = plot_kwargs.pop('charge_state_line_color', 'black') + if not self.is_storage: raise ValueError(f'Cant plot charge_state. "{self.label}" is not a storage') - ds = self.node_balance(with_last_timestep=True, indexer=indexer) - charge_state = self.charge_state + # Get node balance and charge state + ds = self.node_balance(with_last_timestep=True).fillna(0) + charge_state_da = self.charge_state - ds, suffix_parts = _apply_indexer_to_data(ds, indexer, drop=True) - charge_state, suffix_parts = _apply_indexer_to_data(charge_state, indexer, drop=True) + # Apply select filtering + ds, suffix_parts = _apply_selection_to_data(ds, select=select, drop=True) + charge_state_da, _ = _apply_selection_to_data(charge_state_da, select=select, drop=True) suffix = '--' + '-'.join(suffix_parts) if suffix_parts else '' title = f'Operation Balance of {self.label}{suffix}' if engine == 'plotly': - fig = plotting.with_plotly( - ds.to_dataframe(), - colors=colors, - style=style, + # Plot flows (node balance) with the specified mode + figure_like = plotting.with_plotly( + ds, + facet_by=facet_by, + animate_by=animate_by, + colors=colors if colors is not None else self._calculation_results.colors, + mode=mode, title=title, + facet_cols=facet_cols, + xlabel='Time in h', + **plot_kwargs, ) - # TODO: Use colors for charge state? - - charge_state = charge_state.to_dataframe() - fig.add_trace( - plotly.graph_objs.Scatter( - x=charge_state.index, y=charge_state.values.flatten(), mode='lines', name=self._charge_state - ) + # Prepare charge_state as Dataset for plotting + charge_state_ds = xr.Dataset({self._charge_state: charge_state_da}) + + # Plot charge_state with mode='line' to get Scatter traces + charge_state_fig = plotting.with_plotly( + charge_state_ds, + facet_by=facet_by, + animate_by=animate_by, + colors=colors if colors is not None else self._calculation_results.colors, + mode='line', # Always line for charge_state + title='', # No title needed for this temp figure + facet_cols=facet_cols, + xlabel='Time in h', + **plot_kwargs, ) + + # Add charge_state traces to the main figure + # This preserves subplot assignments and animation frames + for trace in charge_state_fig.data: + trace.line.width = 2 # Make charge_state line more prominent + trace.line.shape = 'linear' # Smooth line for charge state (not stepped like flows) + trace.line.color = overlay_color + figure_like.add_trace(trace) + + # Also add traces from animation frames if they exist + # Both figures use the same animate_by parameter, so they should have matching frames + if hasattr(charge_state_fig, 'frames') and charge_state_fig.frames: + # Add charge_state traces to each frame + for i, frame in enumerate(charge_state_fig.frames): + if i < len(figure_like.frames): + for trace in frame.data: + trace.line.width = 2 + trace.line.shape = 'linear' # Smooth line for charge state + trace.line.color = overlay_color + figure_like.frames[i].data = figure_like.frames[i].data + (trace,) + + default_filetype = '.html' elif engine == 'matplotlib': + # Matplotlib requires only 'time' dimension; check for extras after selection + extra_dims = [d for d in ds.dims if d != 'time'] + if extra_dims: + raise ValueError( + f'Matplotlib engine only supports a single time axis, but found extra dimensions: {extra_dims}. ' + f'Please use select={{...}} to reduce dimensions or switch to engine="plotly" for faceting/animation.' + ) + # For matplotlib, plot flows (node balance), then add charge_state as line fig, ax = plotting.with_matplotlib( - ds.to_dataframe(), - colors=colors, - style=style, + ds, + colors=colors if colors is not None else self._calculation_results.colors, + mode=mode, title=title, + **plot_kwargs, ) - charge_state = charge_state.to_dataframe() - ax.plot(charge_state.index, charge_state.values.flatten(), label=self._charge_state) + # Add charge_state as a line overlay + charge_state_df = charge_state_da.to_dataframe() + ax.plot( + charge_state_df.index, + charge_state_df.values.flatten(), + label=self._charge_state, + linewidth=2, + color=overlay_color, + ) + # Recreate legend with the same styling as with_matplotlib + handles, labels = ax.get_legend_handles_labels() + ax.legend( + handles, + labels, + loc='upper center', + bbox_to_anchor=(0.5, -0.15), + ncol=5, + frameon=False, + ) fig.tight_layout() - fig = fig, ax + + figure_like = fig, ax + default_filetype = '.png' return plotting.export_figure( - fig, + figure_like=figure_like, default_path=self._calculation_results.folder / title, - default_filetype='.html', + default_filetype=default_filetype, user_path=None if isinstance(save, bool) else pathlib.Path(save), show=show, save=True if save else False, + dpi=dpi, ) def node_balance_with_charge_state( @@ -1243,7 +1906,7 @@ def node_balance_with_charge_state( class EffectResults(_ElementResults): """Results for an Effect""" - def get_shares_from(self, element: str): + def get_shares_from(self, element: str) -> xr.Dataset: """Get effect shares from specific element. Args: @@ -1379,7 +2042,7 @@ class SegmentedCalculationResults: identify potential issues from segmentation approach. Common Use Cases: - - **Large-Scale Analysis**: Annual or multi-year optimization results + - **Large-Scale Analysis**: Annual or multi-period optimization results - **Memory-Constrained Systems**: Results from systems exceeding hardware limits - **Segment Validation**: Verifying segmentation approach effectiveness - **Performance Monitoring**: Comparing segmented vs. full-horizon solutions @@ -1399,7 +2062,7 @@ def from_calculation(cls, calculation: SegmentedCalculation): ) @classmethod - def from_file(cls, folder: str | pathlib.Path, name: str): + def from_file(cls, folder: str | pathlib.Path, name: str) -> SegmentedCalculationResults: """Load SegmentedCalculationResults from saved files. Args: @@ -1412,8 +2075,7 @@ def from_file(cls, folder: str | pathlib.Path, name: str): folder = pathlib.Path(folder) path = folder / name logger.info(f'loading calculation "{name}" from file ("{path.with_suffix(".nc4")}")') - with open(path.with_suffix('.json'), encoding='utf-8') as f: - meta_data = json.load(f) + meta_data = fx_io.load_json(path.with_suffix('.json')) return cls( [CalculationResults.from_file(folder, sub_name) for sub_name in meta_data['sub_calculations']], all_timesteps=pd.DatetimeIndex( @@ -1441,6 +2103,7 @@ def __init__( self.name = name self.folder = pathlib.Path(folder) if folder is not None else pathlib.Path.cwd() / 'results' self.hours_per_timestep = FlowSystem.calculate_hours_per_timestep(self.all_timesteps) + self._colors = {} @property def meta_data(self) -> dict[str, int | list[str]]: @@ -1455,6 +2118,64 @@ def meta_data(self) -> dict[str, int | list[str]]: def segment_names(self) -> list[str]: return [segment.name for segment in self.segment_results] + @property + def colors(self) -> dict[str, str]: + return self._colors + + @colors.setter + def colors(self, colors: dict[str, str]): + """Applies colors to all segments""" + self._colors = colors + for segment in self.segment_results: + segment.colors = copy.deepcopy(colors) + + def setup_colors( + self, + config: dict[str, str | list[str]] | str | pathlib.Path | None = None, + default_colorscale: str | None = None, + ) -> dict[str, str]: + """ + Setup colors for all variables across all segment results. + + This method applies the same color configuration to all segments, ensuring + consistent visualization across the entire segmented calculation. The color + mapping is propagated to each segment's CalculationResults instance. + + Args: + config: Configuration for color assignment. Can be: + - dict: Maps components to colors/colorscales: + * 'component1': 'red' # Single component to single color + * 'component1': '#FF0000' # Single component to hex color + - OR maps colorscales to multiple components: + * 'colorscale_name': ['component1', 'component2'] # Colorscale across components + - str: Path to a JSON/YAML config file or a colorscale name to apply to all + - Path: Path to a JSON/YAML config file + - None: Use default_colorscale for all components + default_colorscale: Default colorscale for unconfigured components (default: 'turbo') + + Examples: + ```python + # Apply colors to all segments + segmented_results.setup_colors( + { + 'CHP': 'red', + 'Blues': ['Storage1', 'Storage2'], + 'Oranges': ['Solar1', 'Solar2'], + } + ) + + # Use a single colorscale for all components in all segments + segmented_results.setup_colors('portland') + ``` + + Returns: + Complete variable-to-color mapping dictionary from the first segment + (all segments will have the same mapping) + """ + self.colors = self.segment_results[0].setup_colors(config=config, default_colorscale=default_colorscale) + + return self.colors + def solution_without_overlap(self, variable_name: str) -> xr.DataArray: """Get variable solution removing segment overlaps. @@ -1473,37 +2194,108 @@ def solution_without_overlap(self, variable_name: str) -> xr.DataArray: def plot_heatmap( self, variable_name: str, - heatmap_timeframes: Literal['YS', 'MS', 'W', 'D', 'h', '15min', 'min'] = 'D', - heatmap_timesteps_per_frame: Literal['W', 'D', 'h', '15min', 'min'] = 'h', - color_map: str = 'portland', + reshape_time: tuple[Literal['YS', 'MS', 'W', 'D', 'h', '15min', 'min'], Literal['W', 'D', 'h', '15min', 'min']] + | Literal['auto'] + | None = 'auto', + colors: plotting.ColorType | None = None, save: bool | pathlib.Path = False, - show: bool = True, + show: bool | None = None, engine: plotting.PlottingEngine = 'plotly', + facet_by: str | list[str] | None = None, + animate_by: str | None = None, + facet_cols: int | None = None, + fill: Literal['ffill', 'bfill'] | None = 'ffill', + # Deprecated parameters (kept for backwards compatibility) + heatmap_timeframes: Literal['YS', 'MS', 'W', 'D', 'h', '15min', 'min'] | None = None, + heatmap_timesteps_per_frame: Literal['W', 'D', 'h', '15min', 'min'] | None = None, + color_map: str | None = None, + **plot_kwargs: Any, ) -> plotly.graph_objs.Figure | tuple[plt.Figure, plt.Axes]: """Plot heatmap of variable solution across segments. Args: variable_name: Variable to plot. - heatmap_timeframes: Time aggregation level. - heatmap_timesteps_per_frame: Timesteps per frame. - color_map: Color scheme. Also see plotly. + reshape_time: Time reshaping configuration (default: 'auto'): + - 'auto': Automatically applies ('D', 'h') when only 'time' dimension remains + - Tuple like ('D', 'h'): Explicit reshaping (days vs hours) + - None: Disable time reshaping + colors: Color scheme. See plotting.ColorType for options. save: Whether to save plot. show: Whether to display plot. engine: Plotting engine. + facet_by: Dimension(s) to create facets (subplots) for. + animate_by: Dimension to animate over (Plotly only). + facet_cols: Number of columns in the facet grid layout. + fill: Method to fill missing values: 'ffill' or 'bfill'. + heatmap_timeframes: (Deprecated) Use reshape_time instead. + heatmap_timesteps_per_frame: (Deprecated) Use reshape_time instead. + color_map: (Deprecated) Use colors instead. + **plot_kwargs: Additional plotting customization options. + Common options: + + - **dpi** (int): Export resolution for saved plots. Default: 300. + - **vmin** (float): Minimum value for color scale. + - **vmax** (float): Maximum value for color scale. + + For Matplotlib heatmaps: + + - **imshow_kwargs** (dict): Additional kwargs for matplotlib's imshow. + - **cbar_kwargs** (dict): Additional kwargs for colorbar customization. Returns: Figure object. """ + # Handle deprecated parameters + if heatmap_timeframes is not None or heatmap_timesteps_per_frame is not None: + # Check for conflict with new parameter + if reshape_time != 'auto': # Check if user explicitly set reshape_time + raise ValueError( + "Cannot use both deprecated parameters 'heatmap_timeframes'/'heatmap_timesteps_per_frame' " + "and new parameter 'reshape_time'. Use only 'reshape_time'." + ) + + import warnings + + warnings.warn( + "The 'heatmap_timeframes' and 'heatmap_timesteps_per_frame' parameters are deprecated. " + "Use 'reshape_time=(timeframes, timesteps_per_frame)' instead.", + DeprecationWarning, + stacklevel=2, + ) + # Override reshape_time if old parameters provided + if heatmap_timeframes is not None and heatmap_timesteps_per_frame is not None: + reshape_time = (heatmap_timeframes, heatmap_timesteps_per_frame) + + if color_map is not None: + # Check for conflict with new parameter + if colors is not None: # Check if user explicitly set colors + raise ValueError( + "Cannot use both deprecated parameter 'color_map' and new parameter 'colors'. Use only 'colors'." + ) + + import warnings + + warnings.warn( + "The 'color_map' parameter is deprecated. Use 'colors' instead.", + DeprecationWarning, + stacklevel=2, + ) + colors = color_map + return plot_heatmap( - dataarray=self.solution_without_overlap(variable_name), + data=self.solution_without_overlap(variable_name), name=variable_name, folder=self.folder, - heatmap_timeframes=heatmap_timeframes, - heatmap_timesteps_per_frame=heatmap_timesteps_per_frame, - color_map=color_map, + reshape_time=reshape_time, + colors=colors, save=save, show=show, engine=engine, + facet_by=facet_by, + animate_by=animate_by, + facet_cols=facet_cols, + fill=fill, + **plot_kwargs, ) def to_file(self, folder: str | pathlib.Path | None = None, name: str | None = None, compression: int = 5): @@ -1527,69 +2319,227 @@ def to_file(self, folder: str | pathlib.Path | None = None, name: str | None = N for segment in self.segment_results: segment.to_file(folder=folder, name=segment.name, compression=compression) - with open(path.with_suffix('.json'), 'w', encoding='utf-8') as f: - json.dump(self.meta_data, f, indent=4, ensure_ascii=False) + fx_io.save_json(self.meta_data, path.with_suffix('.json')) logger.info(f'Saved calculation "{name}" to {path}') def plot_heatmap( - dataarray: xr.DataArray, - name: str, - folder: pathlib.Path, - heatmap_timeframes: Literal['YS', 'MS', 'W', 'D', 'h', '15min', 'min'] = 'D', - heatmap_timesteps_per_frame: Literal['W', 'D', 'h', '15min', 'min'] = 'h', - color_map: str = 'portland', + data: xr.DataArray | xr.Dataset, + name: str | None = None, + folder: pathlib.Path | None = None, + colors: plotting.ColorType | None = None, save: bool | pathlib.Path = False, - show: bool = True, + show: bool | None = None, engine: plotting.PlottingEngine = 'plotly', + select: dict[str, Any] | None = None, + facet_by: str | list[str] | None = None, + animate_by: str | None = None, + facet_cols: int | None = None, + reshape_time: tuple[Literal['YS', 'MS', 'W', 'D', 'h', '15min', 'min'], Literal['W', 'D', 'h', '15min', 'min']] + | Literal['auto'] + | None = 'auto', + fill: Literal['ffill', 'bfill'] | None = 'ffill', + # Deprecated parameters (kept for backwards compatibility) indexer: dict[str, Any] | None = None, + heatmap_timeframes: Literal['YS', 'MS', 'W', 'D', 'h', '15min', 'min'] | None = None, + heatmap_timesteps_per_frame: Literal['W', 'D', 'h', '15min', 'min'] | None = None, + color_map: str | None = None, + **plot_kwargs: Any, ): - """Plot heatmap of time series data. + """Plot heatmap visualization with support for multi-variable, faceting, and animation. + + This function provides a standalone interface to the heatmap plotting capabilities, + supporting the same modern features as CalculationResults.plot_heatmap(). Args: - dataarray: Data to plot. - name: Variable name for title. - folder: Save folder. - heatmap_timeframes: Time aggregation level. - heatmap_timesteps_per_frame: Timesteps per frame. - color_map: Color scheme. Also see plotly. - save: Whether to save plot. - show: Whether to display plot. - engine: Plotting engine. - indexer: Optional selection dict, e.g., {'scenario': 'base', 'year': 2024}. - If None, uses first value for each dimension. - If empty dict {}, uses all values. + data: Data to plot. Can be a single DataArray or an xarray Dataset. + When a Dataset is provided, all data variables are combined along a new 'variable' dimension. + name: Optional name for the title. If not provided, uses the DataArray name or + generates a default title for Datasets. + folder: Save folder for the plot. Defaults to current directory if not provided. + colors: Color scheme for the heatmap. See `flixopt.plotting.ColorType` for options. + save: Whether to save the plot or not. If a path is provided, the plot will be saved at that location. + show: Whether to show the plot or not. + engine: The engine to use for plotting. Can be either 'plotly' or 'matplotlib'. + select: Optional data selection dict. Supports single values, lists, slices, and index arrays. + facet_by: Dimension(s) to create facets (subplots) for. Can be a single dimension name (str) + or list of dimensions. Each unique value combination creates a subplot. + animate_by: Dimension to animate over (Plotly only). Creates animation frames. + facet_cols: Number of columns in the facet grid layout (default: 3). + reshape_time: Time reshaping configuration (default: 'auto'): + - 'auto': Automatically applies ('D', 'h') when only 'time' dimension remains + - Tuple: Explicit reshaping, e.g. ('D', 'h') for days vs hours + - None: Disable auto-reshaping + fill: Method to fill missing values after reshape: 'ffill' (forward fill) or 'bfill' (backward fill). + Default is 'ffill'. + + Examples: + Single DataArray with time reshaping: + + >>> plot_heatmap(data, name='Temperature', folder=Path('.'), reshape_time=('D', 'h')) + + Dataset with multiple variables (facet by variable): + + >>> dataset = xr.Dataset({'Boiler': data1, 'CHP': data2, 'Storage': data3}) + >>> plot_heatmap( + ... dataset, + ... folder=Path('.'), + ... facet_by='variable', + ... reshape_time=('D', 'h'), + ... ) + + Dataset with animation by variable: + + >>> plot_heatmap(dataset, animate_by='variable', reshape_time=('D', 'h')) """ - dataarray, suffix_parts = _apply_indexer_to_data(dataarray, indexer, drop=True) + # Handle deprecated heatmap time parameters + if heatmap_timeframes is not None or heatmap_timesteps_per_frame is not None: + # Check for conflict with new parameter + if reshape_time != 'auto': # User explicitly set reshape_time + raise ValueError( + "Cannot use both deprecated parameters 'heatmap_timeframes'/'heatmap_timesteps_per_frame' " + "and new parameter 'reshape_time'. Use only 'reshape_time'." + ) + + import warnings + + warnings.warn( + "The 'heatmap_timeframes' and 'heatmap_timesteps_per_frame' parameters are deprecated. " + "Use 'reshape_time=(timeframes, timesteps_per_frame)' instead.", + DeprecationWarning, + stacklevel=2, + ) + # Override reshape_time if both old parameters provided + if heatmap_timeframes is not None and heatmap_timesteps_per_frame is not None: + reshape_time = (heatmap_timeframes, heatmap_timesteps_per_frame) + + # Handle deprecated color_map parameter + if color_map is not None: + if colors is not None: # User explicitly set colors + raise ValueError( + "Cannot use both deprecated parameter 'color_map' and new parameter 'colors'. Use only 'colors'." + ) + + import warnings + + warnings.warn( + "The 'color_map' parameter is deprecated. Use 'colors' instead.", + DeprecationWarning, + stacklevel=2, + ) + colors = color_map + + # Handle deprecated indexer parameter + if indexer is not None: + # Check for conflict with new parameter + if select is not None: # User explicitly set select + raise ValueError( + "Cannot use both deprecated parameter 'indexer' and new parameter 'select'. Use only 'select'." + ) + + import warnings + + warnings.warn( + "The 'indexer' parameter is deprecated. Use 'select' instead.", + DeprecationWarning, + stacklevel=2, + ) + select = indexer + + # Convert Dataset to DataArray with 'variable' dimension + if isinstance(data, xr.Dataset): + # Extract all data variables from the Dataset + variable_names = list(data.data_vars) + dataarrays = [data[var] for var in variable_names] + + # Combine into single DataArray with 'variable' dimension + data = xr.concat(dataarrays, dim='variable') + data = data.assign_coords(variable=variable_names) + + # Use Dataset variable names for title if name not provided + if name is None: + title_name = f'Heatmap of {len(variable_names)} variables' + else: + title_name = name + else: + # Single DataArray + if name is None: + title_name = data.name if data.name else 'Heatmap' + else: + title_name = name + + # Apply select filtering + data, suffix_parts = _apply_selection_to_data(data, select=select, drop=True) suffix = '--' + '-'.join(suffix_parts) if suffix_parts else '' - name = name if not suffix_parts else name + suffix - heatmap_data = plotting.heat_map_data_from_df( - dataarray.to_dataframe(name), heatmap_timeframes, heatmap_timesteps_per_frame, 'ffill' - ) + # Matplotlib heatmaps require at most 2D data + # Time dimension will be reshaped to 2D (timeframe × timestep), so can't have other dims alongside it + if engine == 'matplotlib': + dims = list(data.dims) + + # If 'time' dimension exists and will be reshaped, we can't have any other dimensions + if 'time' in dims and len(dims) > 1 and reshape_time is not None: + extra_dims = [d for d in dims if d != 'time'] + raise ValueError( + f'Matplotlib heatmaps with time reshaping cannot have additional dimensions. ' + f'Found extra dimensions: {extra_dims}. ' + f'Use select={{...}} to reduce to time only, use "reshape_time=None" or switch to engine="plotly" or use for multi-dimensional support.' + ) + # If no 'time' dimension (already reshaped or different data), allow at most 2 dimensions + elif 'time' not in dims and len(dims) > 2: + raise ValueError( + f'Matplotlib heatmaps support at most 2 dimensions, but data has {len(dims)}: {dims}. ' + f'Use select={{...}} to reduce dimensions or switch to engine="plotly".' + ) + + # Build title + title = f'{title_name}{suffix}' + if isinstance(reshape_time, tuple): + timeframes, timesteps_per_frame = reshape_time + title += f' ({timeframes} vs {timesteps_per_frame})' - xlabel, ylabel = f'timeframe [{heatmap_timeframes}]', f'timesteps [{heatmap_timesteps_per_frame}]' + # Extract dpi before passing to plotting functions + dpi = plot_kwargs.pop('dpi', None) # None uses CONFIG.Plotting.default_dpi + # Plot with appropriate engine if engine == 'plotly': - figure_like = plotting.heat_map_plotly( - heatmap_data, title=name, color_map=color_map, xlabel=xlabel, ylabel=ylabel + figure_like = plotting.heatmap_with_plotly( + data=data, + facet_by=facet_by, + animate_by=animate_by, + colors=colors, + title=title, + facet_cols=facet_cols, + reshape_time=reshape_time, + fill=fill, + **plot_kwargs, ) default_filetype = '.html' elif engine == 'matplotlib': - figure_like = plotting.heat_map_matplotlib( - heatmap_data, title=name, color_map=color_map, xlabel=xlabel, ylabel=ylabel + figure_like = plotting.heatmap_with_matplotlib( + data=data, + colors=colors, + title=title, + reshape_time=reshape_time, + fill=fill, + **plot_kwargs, ) default_filetype = '.png' else: raise ValueError(f'Engine "{engine}" not supported. Use "plotly" or "matplotlib"') + # Set default folder if not provided + if folder is None: + folder = pathlib.Path('.') + return plotting.export_figure( figure_like=figure_like, - default_path=folder / f'{name} ({heatmap_timeframes}-{heatmap_timesteps_per_frame})', + default_path=folder / title, default_filetype=default_filetype, user_path=None if isinstance(save, bool) else pathlib.Path(save), show=show, save=True if save else False, + dpi=dpi, ) @@ -1787,8 +2737,13 @@ def apply_filter(array, coord_name: str, coord_values: Any | list[Any]): if coord_name not in array.coords: raise AttributeError(f"Missing required coordinate '{coord_name}'") - # Convert single value to list - val_list = [coord_values] if isinstance(coord_values, str) else coord_values + # Normalize to list for sequence-like inputs (excluding strings) + if isinstance(coord_values, str): + val_list = [coord_values] + elif isinstance(coord_values, (list, tuple, np.ndarray, pd.Index)): + val_list = list(coord_values) + else: + val_list = [coord_values] # Verify coord_values exist available = set(array[coord_name].values) @@ -1798,7 +2753,7 @@ def apply_filter(array, coord_name: str, coord_values: Any | list[Any]): # Apply filter return array.where( - array[coord_name].isin(val_list) if isinstance(coord_values, list) else array[coord_name] == coord_values, + array[coord_name].isin(val_list) if len(val_list) > 1 else array[coord_name] == val_list[0], drop=True, ) @@ -1817,36 +2772,26 @@ def apply_filter(array, coord_name: str, coord_values: Any | list[Any]): return da -def _apply_indexer_to_data( - data: xr.DataArray | xr.Dataset, indexer: dict[str, Any] | None = None, drop=False +def _apply_selection_to_data( + data: xr.DataArray | xr.Dataset, + select: dict[str, Any] | None = None, + drop=False, ) -> tuple[xr.DataArray | xr.Dataset, list[str]]: """ - Apply indexer selection or auto-select first values for non-time dimensions. + Apply selection to data. Args: data: xarray Dataset or DataArray - indexer: Optional selection dict - If None, uses first value for each dimension (except time). - If empty dict {}, uses all values. + select: Optional selection dict + drop: Whether to drop dimensions after selection Returns: Tuple of (selected_data, selection_string) """ selection_string = [] - if indexer is not None: - # User provided indexer - data = data.sel(indexer, drop=drop) - selection_string.extend(f'{v}[{k}]' for k, v in indexer.items()) - else: - # Auto-select first value for each dimension except 'time' - selection = {} - for dim in data.dims: - if dim != 'time' and dim in data.coords: - first_value = data.coords[dim].values[0] - selection[dim] = first_value - selection_string.append(f'{first_value}[{dim}]') - if selection: - data = data.sel(selection, drop=drop) + if select: + data = data.sel(select, drop=drop) + selection_string.extend(f'{dim}={val}' for dim, val in select.items()) return data, selection_string diff --git a/flixopt/solvers.py b/flixopt/solvers.py index 410d69434..e5db61192 100644 --- a/flixopt/solvers.py +++ b/flixopt/solvers.py @@ -8,6 +8,8 @@ from dataclasses import dataclass, field from typing import Any, ClassVar +from flixopt.config import CONFIG + logger = logging.getLogger('flixopt') @@ -17,14 +19,16 @@ class _Solver: Abstract base class for solvers. Args: - mip_gap: Acceptable relative optimality gap in [0.0, 1.0]. - time_limit_seconds: Time limit in seconds. + mip_gap: Acceptable relative optimality gap in [0.0, 1.0]. Defaults to CONFIG.Solving.mip_gap. + time_limit_seconds: Time limit in seconds. Defaults to CONFIG.Solving.time_limit_seconds. + log_to_console: If False, no output to console. Defaults to CONFIG.Solving.log_to_console. extra_options: Additional solver options merged into `options`. """ name: ClassVar[str] - mip_gap: float - time_limit_seconds: int + mip_gap: float = field(default_factory=lambda: CONFIG.Solving.mip_gap) + time_limit_seconds: int = field(default_factory=lambda: CONFIG.Solving.time_limit_seconds) + log_to_console: bool = field(default_factory=lambda: CONFIG.Solving.log_to_console) extra_options: dict[str, Any] = field(default_factory=dict) @property @@ -45,6 +49,7 @@ class GurobiSolver(_Solver): Args: mip_gap: Acceptable relative optimality gap in [0.0, 1.0]; mapped to Gurobi `MIPGap`. time_limit_seconds: Time limit in seconds; mapped to Gurobi `TimeLimit`. + log_to_console: If False, no output to console. extra_options: Additional solver options merged into `options`. """ @@ -55,6 +60,7 @@ def _options(self) -> dict[str, Any]: return { 'MIPGap': self.mip_gap, 'TimeLimit': self.time_limit_seconds, + 'LogToConsole': 1 if self.log_to_console else 0, } @@ -65,6 +71,7 @@ class HighsSolver(_Solver): Attributes: mip_gap: Acceptable relative optimality gap in [0.0, 1.0]; mapped to HiGHS `mip_rel_gap`. time_limit_seconds: Time limit in seconds; mapped to HiGHS `time_limit`. + log_to_console: If False, no output to console. extra_options: Additional solver options merged into `options`. threads (int | None): Number of threads to use. If None, HiGHS chooses. """ @@ -78,4 +85,5 @@ def _options(self) -> dict[str, Any]: 'mip_rel_gap': self.mip_gap, 'time_limit': self.time_limit_seconds, 'threads': self.threads, + 'log_to_console': self.log_to_console, } diff --git a/flixopt/structure.py b/flixopt/structure.py index b728a711c..c754d7924 100644 --- a/flixopt/structure.py +++ b/flixopt/structure.py @@ -6,14 +6,17 @@ from __future__ import annotations import inspect -import json import logging +import re from dataclasses import dataclass +from difflib import get_close_matches from io import StringIO from typing import ( TYPE_CHECKING, Any, + Generic, Literal, + TypeVar, ) import linopy @@ -83,15 +86,16 @@ class FlowSystemModel(linopy.Model, SubmodelsMixin): """ The FlowSystemModel is the linopy Model that is used to create the mathematical model of the flow_system. It is used to create and store the variables and constraints for the flow_system. + + Args: + flow_system: The flow_system that is used to create the model. + normalize_weights: Whether to automatically normalize the weights to sum up to 1 when solving. """ - def __init__(self, flow_system: FlowSystem): - """ - Args: - flow_system: The flow_system that is used to create the model. - """ + def __init__(self, flow_system: FlowSystem, normalize_weights: bool): super().__init__(force_dim_names=True) self.flow_system = flow_system + self.normalize_weights = normalize_weights self.effects: EffectCollectionModel | None = None self.submodels: Submodels = Submodels({}) @@ -102,6 +106,55 @@ def do_modeling(self): for bus in self.flow_system.buses.values(): bus.create_model(self) + # Add scenario equality constraints after all elements are modeled + self._add_scenario_equality_constraints() + + def _add_scenario_equality_for_parameter_type( + self, + parameter_type: Literal['flow_rate', 'size'], + config: bool | list[str], + ): + """Add scenario equality constraints for a specific parameter type. + + Args: + parameter_type: The type of parameter ('flow_rate' or 'size') + config: Configuration value (True = equalize all, False = equalize none, list = equalize these) + """ + if config is False: + return # All vary per scenario, no constraints needed + + suffix = f'|{parameter_type}' + if config is True: + # All should be scenario-independent + vars_to_constrain = [var for var in self.variables if var.endswith(suffix)] + else: + # Only those in the list should be scenario-independent + all_vars = [var for var in self.variables if var.endswith(suffix)] + to_equalize = {f'{element}{suffix}' for element in config} + vars_to_constrain = [var for var in all_vars if var in to_equalize] + + # Validate that all specified variables exist + missing_vars = [v for v in vars_to_constrain if v not in self.variables] + if missing_vars: + param_name = 'scenario_independent_sizes' if parameter_type == 'size' else 'scenario_independent_flow_rates' + raise ValueError(f'{param_name} contains invalid labels: {missing_vars}') + + logger.debug(f'Adding scenario equality constraints for {len(vars_to_constrain)} {parameter_type} variables') + for var in vars_to_constrain: + self.add_constraints( + self.variables[var].isel(scenario=0) == self.variables[var].isel(scenario=slice(1, None)), + name=f'{var}|scenario_independent', + ) + + def _add_scenario_equality_constraints(self): + """Add equality constraints to equalize variables across scenarios based on FlowSystem configuration.""" + # Only proceed if we have scenarios + if self.flow_system.scenarios is None or len(self.flow_system.scenarios) <= 1: + return + + self._add_scenario_equality_for_parameter_type('flow_rate', self.flow_system.scenario_independent_flow_rates) + self._add_scenario_equality_for_parameter_type('size', self.flow_system.scenario_independent_sizes) + @property def solution(self): solution = super().solution @@ -119,7 +172,7 @@ def solution(self): }, 'Effects': { effect.label_full: effect.submodel.results_structure() - for effect in sorted(self.flow_system.effects, key=lambda effect: effect.label_full.upper()) + for effect in sorted(self.flow_system.effects.values(), key=lambda effect: effect.label_full.upper()) }, 'Flows': { flow.label_full: flow.submodel.results_structure() @@ -169,13 +222,16 @@ def get_coords( @property def weights(self) -> int | xr.DataArray: - """Returns the scenario weights of the FlowSystem. If None, return weights that are normalized to 1 (one)""" - if self.flow_system.weights is None: - weights = self.flow_system.fit_to_model_coords('weights', 1, dims=['year', 'scenario']) + """Returns the weights of the FlowSystem. Normalizes to 1 if normalize_weights is True""" + if self.flow_system.weights is not None: + weights = self.flow_system.weights + else: + weights = self.flow_system.fit_to_model_coords('weights', 1, dims=['period', 'scenario']) - return weights / weights.sum() + if not self.normalize_weights: + return weights - return self.flow_system.weights + return weights / weights.sum() def __repr__(self) -> str: """ @@ -190,9 +246,7 @@ def __repr__(self) -> str: } # Format sections with headers and underlines - formatted_sections = [] - for section_header, section_content in sections.items(): - formatted_sections.append(f'{section_header}\n{"-" * len(section_header)}\n{section_content}') + formatted_sections = fx_io.format_sections_with_headers(sections) title = f'FlowSystemModel ({self.type})' all_sections = '\n'.join(formatted_sections) @@ -218,11 +272,12 @@ class Interface: transform_data(flow_system): Transform data to match FlowSystem dimensions """ - def transform_data(self, flow_system: FlowSystem): + def transform_data(self, flow_system: FlowSystem, name_prefix: str = '') -> None: """Transform the data of the interface to match the FlowSystem's dimensions. Args: flow_system: The FlowSystem containing timing and dimensional information + name_prefix: The prefix to use for the names of the variables. Defaults to '', which results in no prefix. Raises: NotImplementedError: Must be implemented by subclasses @@ -362,6 +417,124 @@ def _extract_dataarrays_recursive(self, obj, context_name: str = '') -> tuple[An else: return self._serialize_to_basic_types(obj), extracted_arrays + def _handle_deprecated_kwarg( + self, + kwargs: dict, + old_name: str, + new_name: str, + current_value: Any = None, + transform: callable = None, + check_conflict: bool = True, + ) -> Any: + """ + Handle a deprecated keyword argument by issuing a warning and returning the appropriate value. + + This centralizes the deprecation pattern used across multiple classes (Source, Sink, SizingParameters, etc.). + + Args: + kwargs: Dictionary of keyword arguments to check and modify + old_name: Name of the deprecated parameter + new_name: Name of the replacement parameter + current_value: Current value of the new parameter (if already set) + transform: Optional callable to transform the old value before returning (e.g., lambda x: [x] to wrap in list) + check_conflict: Whether to check if both old and new parameters are specified (default: True). + Note: For parameters with non-None default values (e.g., bool parameters with default=False), + set check_conflict=False since we cannot distinguish between an explicit value and the default. + + Returns: + The value to use (either from old parameter or current_value) + + Raises: + ValueError: If both old and new parameters are specified and check_conflict is True + + Example: + # For parameters where None is the default (conflict checking works): + value = self._handle_deprecated_kwarg(kwargs, 'old_param', 'new_param', current_value) + + # For parameters with non-None defaults (disable conflict checking): + mandatory = self._handle_deprecated_kwarg( + kwargs, 'optional', 'mandatory', mandatory, + transform=lambda x: not x, + check_conflict=False # Cannot detect if mandatory was explicitly passed + ) + """ + import warnings + + old_value = kwargs.pop(old_name, None) + if old_value is not None: + warnings.warn( + f'The use of the "{old_name}" argument is deprecated. Use the "{new_name}" argument instead.', + DeprecationWarning, + stacklevel=3, # Stack: this method -> __init__ -> caller + ) + # Check for conflicts: only raise error if both were explicitly provided + if check_conflict and current_value is not None: + raise ValueError(f'Either {old_name} or {new_name} can be specified, but not both.') + + # Apply transformation if provided + if transform is not None: + return transform(old_value) + return old_value + + return current_value + + def _validate_kwargs(self, kwargs: dict, class_name: str = None) -> None: + """ + Validate that no unexpected keyword arguments are present in kwargs. + + This method uses inspect to get the actual function signature and filters out + any parameters that are not defined in the __init__ method, while also + handling the special case of 'kwargs' itself which can appear during deserialization. + + Args: + kwargs: Dictionary of keyword arguments to validate + class_name: Optional class name for error messages. If None, uses self.__class__.__name__ + + Raises: + TypeError: If unexpected keyword arguments are found + """ + if not kwargs: + return + + import inspect + + sig = inspect.signature(self.__init__) + known_params = set(sig.parameters.keys()) - {'self', 'kwargs'} + # Also filter out 'kwargs' itself which can appear during deserialization + extra_kwargs = {k: v for k, v in kwargs.items() if k not in known_params and k != 'kwargs'} + + if extra_kwargs: + class_name = class_name or self.__class__.__name__ + unexpected_params = ', '.join(f"'{param}'" for param in extra_kwargs.keys()) + raise TypeError(f'{class_name}.__init__() got unexpected keyword argument(s): {unexpected_params}') + + @staticmethod + def _has_value(param: Any) -> bool: + """Check if a parameter has a meaningful value. + + Args: + param: The parameter to check. + + Returns: + False for: + - None + - Empty collections (dict, list, tuple, set, frozenset) + + True for all other values, including: + - Non-empty collections + - xarray DataArrays (even if they contain NaN/empty data) + - Scalar values (0, False, empty strings, etc.) + - NumPy arrays (even if empty - use .size to check those explicitly) + """ + if param is None: + return False + + # Check for empty collections (but not strings, arrays, or DataArrays) + if isinstance(param, (dict, list, tuple, set, frozenset)) and len(param) == 0: + return False + + return True + @classmethod def _resolve_dataarray_reference( cls, reference: str, arrays_dict: dict[str, xr.DataArray] @@ -387,8 +560,9 @@ def _resolve_dataarray_reference( # Handle null values with warning if array.isnull().any(): - logger.warning(f"DataArray '{array_name}' contains null values. Dropping them.") - array = array.dropna(dim='time', how='all') + logger.error(f"DataArray '{array_name}' contains null values. Dropping all-null along present dims.") + if 'time' in array.dims: + array = array.dropna(dim='time', how='all') # Check if this should be restored as TimeSeriesData if TimeSeriesData.is_timeseries_data(array): @@ -488,7 +662,7 @@ def _serialize_to_basic_types(self, obj): return {str(k): self._serialize_to_basic_types(v) for k, v in obj.__dict__.items()} else: # For any other object, try to convert to string as fallback - logger.warning(f'Converting unknown type {type(obj)} to string: {obj}') + logger.error(f'Converting unknown type {type(obj)} to string: {obj}') return str(obj) def to_dataset(self) -> xr.Dataset: @@ -642,47 +816,13 @@ def to_json(self, path: str | pathlib.Path): try: # Use the stats mode for JSON export (cleaner output) data = self.get_structure(clean=True, stats=True) - with open(path, 'w', encoding='utf-8') as f: - json.dump(data, f, indent=4, ensure_ascii=False) + fx_io.save_json(data, path) except Exception as e: raise OSError(f'Failed to save {self.__class__.__name__} to JSON file {path}: {e}') from e def __repr__(self): """Return a detailed string representation for debugging.""" - try: - # Get the constructor arguments and their current values - init_signature = inspect.signature(self.__init__) - init_args = init_signature.parameters - - # Create a dictionary with argument names and their values, with better formatting - args_parts = [] - for name in init_args: - if name == 'self': - continue - value = getattr(self, name, None) - # Truncate long representations - value_repr = repr(value) - if len(value_repr) > 50: - value_repr = value_repr[:47] + '...' - args_parts.append(f'{name}={value_repr}') - - args_str = ', '.join(args_parts) - return f'{self.__class__.__name__}({args_str})' - except Exception: - # Fallback if introspection fails - return f'{self.__class__.__name__}()' - - def __str__(self): - """Return a user-friendly string representation.""" - try: - data = self.get_structure(clean=True, stats=True) - with StringIO() as output_buffer: - console = Console(file=output_buffer, width=1000) # Adjust width as needed - console.print(Pretty(data, expand_all=True, indent_guides=True)) - return output_buffer.getvalue() - except Exception: - # Fallback if structure generation fails - return f'{self.__class__.__name__} instance' + return fx_io.build_repr_from_init(self, excluded_params={'self', 'label', 'kwargs'}) def copy(self) -> Interface: """ @@ -710,6 +850,8 @@ def __deepcopy__(self, memo): class Element(Interface): """This class is the basic Element of flixopt. Every Element has a label""" + submodel: ElementModel | None + def __init__(self, label: str, meta_data: dict | None = None): """ Args: @@ -718,7 +860,7 @@ def __init__(self, label: str, meta_data: dict | None = None): """ self.label = Element._valid_label(label) self.meta_data = meta_data if meta_data is not None else {} - self.submodel: ElementModel | None = None + self.submodel = None def _plausibility_checks(self) -> None: """This function is used to do some basic plausibility checks for each Element during initialization. @@ -732,15 +874,16 @@ def create_model(self, model: FlowSystemModel) -> ElementModel: def label_full(self) -> str: return self.label + def __repr__(self) -> str: + """Return string representation.""" + return fx_io.build_repr_from_init(self, excluded_params={'self', 'label', 'kwargs'}, skip_default_size=True) + @staticmethod def _valid_label(label: str) -> str: - """ - Checks if the label is valid. If not, it is replaced by the default label + """Checks if the label is valid. If not, it is replaced by the default label. - Raises - ------ - ValueError - If the label is not valid + Raises: + ValueError: If the label is not valid. """ not_allowed = ['(', ')', '|', '->', '\\', '-slash-'] # \\ is needed to check for \ if any([sign in label for sign in not_allowed]): @@ -749,14 +892,337 @@ def _valid_label(label: str) -> str: f'Use any other symbol instead' ) if label.endswith(' '): - logger.warning(f'Label "{label}" ends with a space. This will be removed.') + logger.error(f'Label "{label}" ends with a space. This will be removed.') return label.rstrip() return label +# Precompiled regex pattern for natural sorting +_NATURAL_SPLIT = re.compile(r'(\d+)') + + +def _natural_sort_key(text): + """Sort key for natural ordering (e.g., bus1, bus2, bus10 instead of bus1, bus10, bus2).""" + return [int(c) if c.isdigit() else c.lower() for c in _NATURAL_SPLIT.split(text)] + + +# Type variable for containers +T = TypeVar('T') + + +class ContainerMixin(dict[str, T]): + """ + Mixin providing shared container functionality with nice repr and error messages. + + Subclasses must implement _get_label() to extract the label from elements. + """ + + def __init__( + self, + elements: list[T] | dict[str, T] | None = None, + element_type_name: str = 'elements', + ): + """ + Args: + elements: Initial elements to add (list or dict) + element_type_name: Name for display (e.g., 'components', 'buses') + """ + super().__init__() + self._element_type_name = element_type_name + + if elements is not None: + if isinstance(elements, dict): + for element in elements.values(): + self.add(element) + else: + for element in elements: + self.add(element) + + def _get_label(self, element: T) -> str: + """ + Extract label from element. Must be implemented by subclasses. + + Args: + element: Element to get label from + + Returns: + Label string + """ + raise NotImplementedError('Subclasses must implement _get_label()') + + def add(self, element: T) -> None: + """Add an element to the container.""" + label = self._get_label(element) + if label in self: + raise ValueError( + f'Element with label "{label}" already exists in {self._element_type_name}. ' + f'Each element must have a unique label.' + ) + self[label] = element + + def __setitem__(self, label: str, element: T) -> None: + """Set element with validation.""" + element_label = self._get_label(element) + if label != element_label: + raise ValueError( + f'Key "{label}" does not match element label "{element_label}". ' + f'Use the correct label as key or use .add() method.' + ) + super().__setitem__(label, element) + + def __getitem__(self, label: str) -> T: + """ + Get element by label with helpful error messages. + + Args: + label: Label of the element to retrieve + + Returns: + The element with the given label + + Raises: + KeyError: If element is not found, with suggestions for similar labels + """ + try: + return super().__getitem__(label) + except KeyError: + # Provide helpful error with close matches suggestions + suggestions = get_close_matches(label, self.keys(), n=3, cutoff=0.6) + error_msg = f'Element "{label}" not found in {self._element_type_name}.' + if suggestions: + error_msg += f' Did you mean: {", ".join(suggestions)}?' + else: + available = list(self.keys()) + if len(available) <= 5: + error_msg += f' Available: {", ".join(available)}' + else: + error_msg += f' Available: {", ".join(available[:5])} ... (+{len(available) - 5} more)' + raise KeyError(error_msg) from None + + def __repr__(self) -> str: + """Return a string representation similar to linopy.model.Variables.""" + count = len(self) + title = f'{self._element_type_name.capitalize()} ({count} item{"s" if count != 1 else ""})' + + if not self: + r = fx_io.format_title_with_underline(title) + r += '\n' + else: + r = fx_io.format_title_with_underline(title) + for name in sorted(self.keys(), key=_natural_sort_key): + r += f' * {name}\n' + + return r + + +class ElementContainer(ContainerMixin[T]): + """ + Container for Element objects (Component, Bus, Flow, Effect). + + Uses element.label_full for keying. + """ + + def _get_label(self, element: T) -> str: + """Extract label_full from Element.""" + return element.label_full + + +class ResultsContainer(ContainerMixin[T]): + """ + Container for Results objects (ComponentResults, BusResults, etc). + + Uses element.label for keying. + """ + + def _get_label(self, element: T) -> str: + """Extract label from Results object.""" + return element.label + + +T_element = TypeVar('T_element') + + +class CompositeContainerMixin(Generic[T_element]): + """ + Mixin providing unified dict-like access across multiple typed containers. + + This mixin enables classes that manage multiple containers (e.g., components, + buses, effects, flows) to provide a unified interface for accessing elements + across all containers, as if they were a single collection. + + Type Parameter: + T_element: The type of elements stored in the containers. Can be a union type + for containers holding multiple types (e.g., 'ComponentResults | BusResults'). + + Key Features: + - Dict-like access: `obj['element_name']` searches all containers + - Iteration: `for label in obj:` iterates over all elements + - Membership: `'element' in obj` checks across all containers + - Standard dict methods: keys(), values(), items() + - Grouped display: Formatted repr showing elements by type + - Type hints: Full IDE and type checker support + + Subclasses must implement: + _get_container_groups() -> dict[str, dict]: + Returns a dictionary mapping group names (e.g., 'Components', 'Buses') + to container dictionaries. Containers are displayed in the order returned. + + Example: + ```python + class MySystem(CompositeContainerMixin[Component | Bus]): + def __init__(self): + self.components = {'Boiler': Component(...), 'CHP': Component(...)} + self.buses = {'Heat': Bus(...), 'Power': Bus(...)} + + def _get_container_groups(self): + return { + 'Components': self.components, + 'Buses': self.buses, + } + + + system = MySystem() + comp = system['Boiler'] # Type: Component | Bus (with proper IDE support) + 'Heat' in system # True + labels = system.keys() # Type: list[str] + elements = system.values() # Type: list[Component | Bus] + ``` + + Integration with ContainerMixin: + This mixin is designed to work alongside ContainerMixin-based containers + (ElementContainer, ResultsContainer) by aggregating them into a unified + interface while preserving their individual functionality. + """ + + def _get_container_groups(self) -> dict[str, ContainerMixin[Any]]: + """ + Return ordered dict of container groups to aggregate. + + Returns: + Dictionary mapping group names to container objects (e.g., ElementContainer, ResultsContainer). + Group names should be capitalized (e.g., 'Components', 'Buses'). + Order determines display order in __repr__. + + Example: + ```python + return { + 'Components': self.components, + 'Buses': self.buses, + 'Effects': self.effects, + } + ``` + """ + raise NotImplementedError('Subclasses must implement _get_container_groups()') + + def __getitem__(self, key: str) -> T_element: + """ + Get element by label, searching all containers. + + Args: + key: Element label to find + + Returns: + The element with the given label + + Raises: + KeyError: If element not found, with helpful suggestions + """ + # Search all containers in order + for container in self._get_container_groups().values(): + if key in container: + return container[key] + + # Element not found - provide helpful error + all_elements = {} + for container in self._get_container_groups().values(): + all_elements.update(container) + + suggestions = get_close_matches(key, all_elements.keys(), n=3, cutoff=0.6) + error_msg = f'Element "{key}" not found.' + + if suggestions: + error_msg += f' Did you mean: {", ".join(suggestions)}?' + else: + available = list(all_elements.keys()) + if len(available) <= 5: + error_msg += f' Available: {", ".join(available)}' + else: + error_msg += f' Available: {", ".join(available[:5])} ... (+{len(available) - 5} more)' + + raise KeyError(error_msg) + + def __iter__(self): + """Iterate over all element labels across all containers.""" + for container in self._get_container_groups().values(): + yield from container.keys() + + def __len__(self) -> int: + """Return total count of elements across all containers.""" + return sum(len(container) for container in self._get_container_groups().values()) + + def __contains__(self, key: str) -> bool: + """Check if element exists in any container.""" + return any(key in container for container in self._get_container_groups().values()) + + def keys(self) -> list[str]: + """Return all element labels across all containers.""" + return list(self) + + def values(self) -> list[T_element]: + """Return all element objects across all containers.""" + vals = [] + for container in self._get_container_groups().values(): + vals.extend(container.values()) + return vals + + def items(self) -> list[tuple[str, T_element]]: + """Return (label, element) pairs for all elements.""" + items = [] + for container in self._get_container_groups().values(): + items.extend(container.items()) + return items + + def _format_grouped_containers(self, title: str | None = None) -> str: + """ + Format containers as grouped string representation using each container's repr. + + Args: + title: Optional title for the representation. If None, no title is shown. + + Returns: + Formatted string with groups and their elements. + Empty groups are automatically hidden. + + Example output: + ``` + Components (1 item) + ------------------- + * Boiler + + Buses (2 items) + --------------- + * Heat + * Power + ``` + """ + parts = [] + + if title: + parts.append(fx_io.format_title_with_underline(title)) + + container_groups = self._get_container_groups() + for container in container_groups.values(): + if container: # Only show non-empty groups + if parts: # Add spacing between sections + parts.append('') + parts.append(repr(container).rstrip('\n')) + + return '\n'.join(parts) + + class Submodel(SubmodelsMixin): """Stores Variables and Constraints. Its a subset of a FlowSystemModel. - Variables and constraints are stored in the main FLowSystemModel, and are referenced here. + Variables and constraints are stored in the main FlowSystemModel, and are referenced here. Can have other Submodels assigned, and can be a Submodel of another Submodel. """ @@ -915,9 +1381,7 @@ def __repr__(self) -> str: } # Format sections with headers and underlines - formatted_sections = [] - for section_header, section_content in sections.items(): - formatted_sections.append(f'{section_header}\n{"-" * len(section_header)}\n{section_content}') + formatted_sections = fx_io.format_sections_with_headers(sections) model_string = f'Submodel "{self.label_of_model}":' all_sections = '\n'.join(formatted_sections) @@ -961,7 +1425,7 @@ def __contains__(self, name: str) -> bool: def __repr__(self) -> str: """Simple representation of the submodels collection.""" if not self.data: - return 'flixopt.structure.Submodels:\n----------------------------\n \n' + return fx_io.format_title_with_underline('flixopt.structure.Submodels') + ' \n' total_vars = sum(len(submodel.variables) for submodel in self.data.values()) total_cons = sum(len(submodel.constraints) for submodel in self.data.values()) @@ -969,18 +1433,15 @@ def __repr__(self) -> str: title = ( f'flixopt.structure.Submodels ({total_vars} vars, {total_cons} constraints, {len(self.data)} submodels):' ) - underline = '-' * len(title) - if not self.data: - return f'{title}\n{underline}\n \n' - sub_models_string = '' + result = fx_io.format_title_with_underline(title) for name, submodel in self.data.items(): type_name = submodel.__class__.__name__ var_count = len(submodel.variables) con_count = len(submodel.constraints) - sub_models_string += f'\n * {name} [{type_name}] ({var_count}v/{con_count}c)' + result += f' * {name} [{type_name}] ({var_count}v/{con_count}c)\n' - return f'{title}\n{underline}{sub_models_string}\n' + return result def items(self) -> ItemsView[str, Submodel]: return self.data.items() @@ -1003,7 +1464,7 @@ def get(self, name: str, default=None): class ElementModel(Submodel): """ Stores the mathematical Variables and Constraints for Elements. - ElementModels are directly registered in the main FLowSystemModel + ElementModels are directly registered in the main FlowSystemModel """ def __init__(self, model: FlowSystemModel, element: Element): diff --git a/flixopt/utils.py b/flixopt/utils.py deleted file mode 100644 index f1e12b9dc..000000000 --- a/flixopt/utils.py +++ /dev/null @@ -1,88 +0,0 @@ -""" -This module contains several utility functions used throughout the flixopt framework. -""" - -from __future__ import annotations - -import logging -from typing import Literal - -import numpy as np -import xarray as xr - -logger = logging.getLogger('flixopt') - - -def round_nested_floats(obj, decimals=2): - """Recursively round floating point numbers in nested data structures. - - This function traverses nested data structures (dictionaries, lists) and rounds - any floating point numbers to the specified number of decimal places. It handles - various data types including NumPy arrays and xarray DataArrays by converting - them to lists with rounded values. - - Args: - obj: The object to process. Can be a dict, list, float, int, numpy.ndarray, - xarray.DataArray, or any other type. - decimals (int, optional): Number of decimal places to round to. Defaults to 2. - - Returns: - The processed object with the same structure as the input, but with all - floating point numbers rounded to the specified precision. NumPy arrays - and xarray DataArrays are converted to lists. - - Examples: - >>> data = {'a': 3.14159, 'b': [1.234, 2.678]} - >>> round_nested_floats(data, decimals=2) - {'a': 3.14, 'b': [1.23, 2.68]} - - >>> import numpy as np - >>> arr = np.array([1.234, 5.678]) - >>> round_nested_floats(arr, decimals=1) - [1.2, 5.7] - """ - if isinstance(obj, dict): - return {k: round_nested_floats(v, decimals) for k, v in obj.items()} - elif isinstance(obj, list): - return [round_nested_floats(v, decimals) for v in obj] - elif isinstance(obj, float): - return round(obj, decimals) - elif isinstance(obj, int): - return obj - elif isinstance(obj, np.ndarray): - return np.round(obj, decimals).tolist() - elif isinstance(obj, xr.DataArray): - return obj.round(decimals).values.tolist() - return obj - - -def convert_dataarray( - data: xr.DataArray, mode: Literal['py', 'numpy', 'xarray', 'structure'] -) -> list | np.ndarray | xr.DataArray | str: - """ - Convert a DataArray to a different format. - - Args: - data: The DataArray to convert. - mode: The mode to convert to. - - 'py': Convert to python native types (for json) - - 'numpy': Convert to numpy array - - 'xarray': Convert to xarray.DataArray - - 'structure': Convert to strings (for structure, storing variable names) - - Returns: - The converted data. - - Raises: - ValueError: If the mode is unknown. - """ - if mode == 'numpy': - return data.values - elif mode == 'py': - return data.values.tolist() - elif mode == 'xarray': - return data - elif mode == 'structure': - return f':::{data.name}' - else: - raise ValueError(f'Unknown mode {mode}') diff --git a/mkdocs.yml b/mkdocs.yml index 98747d987..7d3490360 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -1,4 +1,4 @@ -# Options: +# flixOpt Documentation Configuration # https://mkdocstrings.github.io/python/usage/configuration/docstrings/ # https://squidfunk.github.io/mkdocs-material/setup/ @@ -8,129 +8,312 @@ site_url: https://flixopt.github.io/flixopt/ repo_url: https://github.com/flixOpt/flixopt repo_name: flixOpt/flixopt +nav: + - Home: index.md + - User Guide: + - Getting Started: getting-started.md + - Core Concepts: user-guide/core-concepts.md + - Migration to v3.0.0: user-guide/migration-guide-v3.md + - Mathematical Notation: + - Overview: user-guide/mathematical-notation/index.md + - Dimensions: user-guide/mathematical-notation/dimensions.md + - Elements: + - Flow: user-guide/mathematical-notation/elements/Flow.md + - Bus: user-guide/mathematical-notation/elements/Bus.md + - Storage: user-guide/mathematical-notation/elements/Storage.md + - LinearConverter: user-guide/mathematical-notation/elements/LinearConverter.md + - Features: + - InvestParameters: user-guide/mathematical-notation/features/InvestParameters.md + - OnOffParameters: user-guide/mathematical-notation/features/OnOffParameters.md + - Piecewise: user-guide/mathematical-notation/features/Piecewise.md + - Effects, Penalty & Objective: user-guide/mathematical-notation/effects-penalty-objective.md + - Modeling Patterns: + - Overview: user-guide/mathematical-notation/modeling-patterns/index.md + - Bounds and States: user-guide/mathematical-notation/modeling-patterns/bounds-and-states.md + - Duration Tracking: user-guide/mathematical-notation/modeling-patterns/duration-tracking.md + - State Transitions: user-guide/mathematical-notation/modeling-patterns/state-transitions.md + - Recipes: user-guide/recipes/index.md + - Roadmap: roadmap.md + - Examples: examples/ + - Contribute: contribute.md + - API Reference: api-reference/ + - Release Notes: changelog/ theme: name: material + language: en + palette: - # Light mode + # Palette toggle for automatic mode + - media: "(prefers-color-scheme)" + toggle: + icon: material/brightness-auto + name: Switch to light mode + + # Palette toggle for light mode - media: "(prefers-color-scheme: light)" scheme: default primary: teal - accent: blue + accent: cyan toggle: icon: material/brightness-7 name: Switch to dark mode - # Dark mode + + # Palette toggle for dark mode - media: "(prefers-color-scheme: dark)" scheme: slate - primary: teal # Can be different from light mode - accent: blue + primary: teal + accent: cyan toggle: icon: material/brightness-4 - name: Switch to light mode + name: Switch to system preference + + font: + text: Inter # Modern, readable font + code: Fira Code # Beautiful code font with ligatures + logo: images/flixopt-icon.svg favicon: images/flixopt-icon.svg + icon: repo: fontawesome/brands/github + edit: material/pencil + view: material/eye + annotation: material/plus-circle + features: + # Navigation - navigation.instant - navigation.instant.progress + - navigation.instant.prefetch - navigation.tracking - navigation.tabs + - navigation.tabs.sticky - navigation.sections + - navigation.expand # Expand navigation by default + - navigation.path # Show breadcrumb path + - navigation.prune # Only render visible navigation + - navigation.indexes - navigation.top - navigation.footer + + # Table of contents - toc.follow - - navigation.indexes + - toc.integrate # Integrate TOC into navigation (optional) + + # Search - search.suggest - search.highlight + - search.share + + # Content - content.action.edit - content.action.view - content.code.copy + - content.code.select - content.code.annotate - content.tooltips - - content.code.copy - - navigation.footer.version + - content.tabs.link # Link content tabs across pages + + # Header + - announce.dismiss # Allow dismissing announcements markdown_extensions: + # Content formatting + - abbr - admonition - - codehilite - - markdown_include.include: - base_path: docs + - attr_list + - def_list + - footnotes + - md_in_html + - tables + - toc: + permalink: true + permalink_title: Anchor link to this section + toc_depth: 3 + + # Code blocks - pymdownx.highlight: anchor_linenums: true line_spans: __span pygments_lang_class: true + auto_title: true - pymdownx.inlinehilite - - pymdownx.snippets - - pymdownx.superfences - - attr_list - - abbr - - md_in_html - - footnotes - - tables + - pymdownx.snippets: + base_path: .. + check_paths: true + - pymdownx.superfences: + custom_fences: + - name: mermaid + class: mermaid + format: !!python/name:pymdownx.superfences.fence_code_format + + # Enhanced content + - pymdownx.details - pymdownx.tabbed: alternate_style: true + combine_header_slug: true + - pymdownx.tasklist: + custom_checkbox: true + + # Typography + - pymdownx.betterem: + smart_enable: all + - pymdownx.caret + - pymdownx.mark + - pymdownx.tilde + - pymdownx.smartsymbols + - pymdownx.keys + + # Math - pymdownx.arithmatex: generic: true + + # Icons & emojis - pymdownx.emoji: emoji_index: !!python/name:material.extensions.emoji.twemoji emoji_generator: !!python/name:material.extensions.emoji.to_svg - - pymdownx.snippets: - base_path: .. + options: + custom_icons: + - overrides/.icons + + # Legacy support + - markdown_include.include: + base_path: docs plugins: - - search # Enables the search functionality in the documentation - - table-reader # Allows including tables from external files + - search: + separator: '[\s\u200b\-_,:!=\[\]()"`/]+|\.(?!\d)|&[lg]t;|(?!\b)(?=[A-Z][a-z])' + + - table-reader + - include-markdown + - mike: + alias_type: symlink + redirect_template: null + deploy_prefix: '' + canonical_version: null version_selector: true - - gen-files: - scripts: - - scripts/gen_ref_pages.py + css_dir: css + javascript_dir: js + - literate-nav: nav_file: SUMMARY.md - implicit_index: true # This makes index.md the default landing page - - mkdocstrings: # Handles automatic API documentation generation - default_handler: python # Sets Python as the default language - handlers: - python: # Configuration for Python code documentation - options: - docstring_style: google # Sets google as the docstring style - modernize_annotations: true # Improves type annotations - merge_init_into_class: true # Promotes constructor parameters to class-level documentation - docstring_section_style: table # Renders parameter sections as a table (also: list, spacy) - - members_order: source # Orders members as they appear in the source code - inherited_members: false # Include members inherited from parent classes - show_if_no_docstring: false # Documents objects even if they don't have docstrings - - group_by_category: true - heading_level: 1 # Sets the base heading level for documented objects - line_length: 80 - filters: ["!^_", "^__init__$"] - show_root_heading: true # whether the documented object's name should be displayed as a heading at the beginning of its documentation - show_source: false # Shows the source code implementation from documentation - show_object_full_path: false # Displays simple class names instead of full import paths - show_docstring_attributes: true # Shows class attributes in the documentation - show_category_heading: true # Displays category headings (Methods, Attributes, etc.) for organization - show_signature: true # Shows method signatures with parameters - show_signature_annotations: true # Includes type annotations in the signatures when available - show_root_toc_entry: false # Whether to show a link to the root of the documentation in the sidebar - separate_signature: true # Displays signatures separate from descriptions for cleaner layout - - extra: - infer_type_annotations: true # Uses Python type hints to supplement docstring information + implicit_index: true + + - gen-files: + scripts: + - scripts/gen_ref_pages.py + + - mkdocstrings: + enabled: !ENV [ENABLE_MKDOCSTRINGS, true] + default_handler: python + handlers: + python: + paths: [.] + import: + - https://docs.python.org/3/objects.inv + - https://numpy.org/doc/stable/objects.inv + - https://pandas.pydata.org/docs/objects.inv + options: + # Docstring parsing + docstring_style: google + docstring_section_style: table + + # Member ordering and filtering + members_order: source + inherited_members: false + show_if_no_docstring: false + filters: ["!^_", "^__init__$"] + group_by_category: true + + # Headings and structure + heading_level: 1 + show_root_heading: true + show_root_toc_entry: false + show_category_heading: true + + # Signatures + show_signature: true + show_signature_annotations: true + separate_signature: true + line_length: 80 + + # Source and paths + show_source: false + show_object_full_path: false + + # Attributes and annotations + show_docstring_attributes: true + modernize_annotations: true + merge_init_into_class: true + + # Improved type hints + annotations_path: brief + + # Optional: Add git info + - git-revision-date-localized: + enable_creation_date: true + type: timeago + fallback_to_build_date: true + + # Optional: Add better navigation + - tags: + tags_file: tags.md + + # Optional: Minify HTML in production + - minify: + minify_html: true + minify_js: true + minify_css: true + htmlmin_opts: + remove_comments: true extra: version: provider: mike default: latest + alias: true + + social: + - icon: fontawesome/brands/github + link: https://github.com/flixOpt/flixopt + name: flixOpt on GitHub + - icon: fontawesome/brands/python + link: https://pypi.org/project/flixopt/ + name: flixOpt on PyPI + + analytics: + provider: google + property: !ENV GOOGLE_ANALYTICS_KEY + feedback: + title: Was this page helpful? + ratings: + - icon: material/emoticon-happy-outline + name: This page was helpful + data: 1 + note: >- + Thanks for your feedback! + - icon: material/emoticon-sad-outline + name: This page could be improved + data: 0 + note: >- + Thanks for your feedback! Help us improve by + opening an issue. + + status: + new: Recently added + deprecated: Deprecated + +extra_css: + - stylesheets/extra.css extra_javascript: - - javascripts/mathjax.js # Custom MathJax 3 CDN Configuration - - https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js #MathJax 3 CDN - - https://polyfill.io/v3/polyfill.min.js?features=es6 #Support for older browsers + - javascripts/mathjax.js + - https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js + - https://polyfill.io/v3/polyfill.min.js?features=es6 watch: - flixopt + - docs diff --git a/pyproject.toml b/pyproject.toml index 686772bd1..7b86e641a 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -8,7 +8,7 @@ dynamic = ["version"] description = "Vector based energy and material flow optimization framework in Python." readme = "README.md" requires-python = ">=3.10" -license = { text = "MIT License" } +license = "MIT" authors = [ { name = "Chair of Building Energy Systems and Heat Supply, TU Dresden", email = "peter.stange@tu-dresden.de" }, { name = "Felix Bumann", email = "felixbumann387@gmail.com" }, @@ -21,8 +21,7 @@ maintainers = [ ] keywords = ["optimization", "energy systems", "numerical analysis"] classifiers = [ - "Development Status :: 3 - Alpha", - "License :: OSI Approved :: MIT License", + "Development Status :: 4 - Beta", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", @@ -30,26 +29,27 @@ classifiers = [ "Intended Audience :: Developers", "Intended Audience :: Science/Research", "Topic :: Scientific/Engineering", - "License :: OSI Approved :: MIT License", ] dependencies = [ # Core scientific computing "numpy >= 1.21.5, < 3", "pandas >= 2.0.0, < 3", - "xarray >= 2024.2.0, < 2026.0", # CalVer: allow through next calendar year + "xarray >= 2024.2.0, < 2026.0", # CalVer: allow through next calendar year # Optimization and data handling - "linopy >= 0.5.1, < 0.6", # Widened from patch pin to minor range + "linopy >= 0.5.1, < 0.6", # Widened from patch pin to minor range "netcdf4 >= 1.6.1, < 2", # Utilities "pyyaml >= 6.0.0, < 7", "rich >= 13.0.0, < 15", + "tqdm >= 4.66.0, < 5", "tomli >= 2.0.1, < 3; python_version < '3.11'", # Only needed with python 3.10 or earlier # Default solver "highspy >= 1.5.3, < 2", - # Visualization "matplotlib >= 3.5.2, < 4", "plotly >= 5.15.0, < 7", + # Fix for numexpr compatibility issue with numpy 1.26.4 on Python 3.10 + "numexpr >= 2.8.4, < 2.14; python_version < '3.11'", # Avoid 2.14.0 on older Python ] [project.optional-dependencies] @@ -80,14 +80,15 @@ full = [ # Development tools and testing dev = [ "pytest==8.4.2", + "pytest-xdist==3.8.0", "nbformat==5.10.4", - "ruff==0.13.0", + "ruff==0.13.3", "pre-commit==4.3.0", "pyvis==0.3.2", - "tsam==2.3.1", + "tsam==2.3.9", "scipy==1.15.1", "gurobipy==12.0.3", - "dash==3.0.0", + "dash==3.2.0", "dash-cytoscape==1.0.2", "dash-daq==0.6.0", "networkx==3.0.0", @@ -96,7 +97,8 @@ dev = [ # Documentation building docs = [ - "mkdocs-material==9.6.19", + "mkdocs==1.6.1", + "mkdocs-material==9.6.22", "mkdocstrings-python==1.18.2", "mkdocs-table-reader-plugin==3.1.0", "mkdocs-gen-files==0.5.0", @@ -106,6 +108,8 @@ docs = [ "pymdown-extensions==10.16.1", "pygments==2.19.2", "mike==2.1.3", + "mkdocs-git-revision-date-localized-plugin==1.4.7", + "mkdocs-minify-plugin==0.8.0", ] [project.urls] @@ -115,10 +119,13 @@ documentation = "https://flixopt.github.io/flixopt/" [tool.setuptools.packages.find] where = ["."] -exclude = ["tests", "docs", "examples", "examples.*", "Tutorials", ".git", ".vscode", "build", ".venv", "venv/"] +include = ["flixopt*"] +exclude = ["tests*", "docs*", "examples*", "Tutorials*"] +[tool.setuptools] +include-package-data = true -[tool.setuptools.package-data] -"flixopt" = ["config.yaml"] +[tool.setuptools.exclude-package-data] +"*" = ["*.md", ".git*", "*.ipynb", "renovate.json"] [tool.setuptools_scm] version_scheme = "post-release" @@ -176,6 +183,34 @@ docstring-code-format = true [tool.ruff.lint.pyupgrade] keep-runtime-typing = false # Allow pyupgrade to drop runtime typing; prefer postponed annotations +[tool.pytest.ini_options] +markers = [ + "slow: marks tests as slow", + "examples: marks example tests (run only on releases)", +] +addopts = '-m "not examples"' # Skip examples by default + +# Warning filter configuration for pytest +# Filters are processed in order; first match wins +# Format: "action:message:category:module" +filterwarnings = [ + # === Default behavior: show all warnings === + "default", + + # === Treat flixopt warnings as errors (strict mode for our code) === + # This ensures we catch deprecations, future changes, and user warnings in our own code + "error::DeprecationWarning:flixopt", + "error::FutureWarning:flixopt", + "error::UserWarning:flixopt", + + # === Third-party warnings (mirrored from __init__.py) === + "ignore:.*minimal value.*exceeds.*:UserWarning:tsam", + "ignore:Coordinates across variables not equal:UserWarning:linopy", + "ignore:.*join will change from join='outer' to join='exact'.*:FutureWarning:linopy", + "ignore:numpy\\.ndarray size changed:RuntimeWarning", + "ignore:.*network visualization is still experimental.*:UserWarning:flixopt", +] + [tool.bandit] skips = ["B101", "B506"] # assert_used and yaml_load exclude_dirs = ["tests/"] diff --git a/renovate.json b/renovate.json index db09a363a..ded1fbf17 100644 --- a/renovate.json +++ b/renovate.json @@ -14,10 +14,38 @@ "automerge": false, "labels": ["dependencies"], "rangeStrategy": "widen", + "minimumReleaseAge": "7 days", "packageRules": [ { - "matchDepTypes": ["dev-dependencies", "devDependencies"], - "rangeStrategy": "pin" + "description": "Group and automerge dev and docs dependencies", + "matchDepTypes": ["dev", "docs"], + "groupName": "dev dependencies", + "rangeStrategy": "pin", + "minimumReleaseAge": "14 days", + "automerge": true, + "automergeType": "pr", + "separateMinorPatch": false + }, + { + "matchUpdateTypes": ["patch"], + "matchCurrentVersion": "!/^0/", + "automerge": true, + "automergeType": "pr" + }, + { + "description": "CalVer packages (xarray, dask) can have breaking changes in any release - never automerge, longer release age", + "matchPackageNames": ["xarray", "dask"], + "minimumReleaseAge": "14 days", + "schedule": ["* * * * *"], + "labels": ["calver", "breaking-change-risk", "dependencies"], + "prPriority": 10 + }, + { + "description": "Automerge ruff patches despite 0.x version", + "matchPackageNames": ["ruff"], + "matchUpdateTypes": ["patch"], + "automerge": true, + "automergeType": "pr" } ] } diff --git a/scripts/extract_changelog.py b/scripts/extract_changelog.py new file mode 100644 index 000000000..d05229896 --- /dev/null +++ b/scripts/extract_changelog.py @@ -0,0 +1,152 @@ +#!/usr/bin/env python3 +""" +Extract individual releases from CHANGELOG.md to docs/changelog/ +Simple script to create one file per release. +""" + +import os +import re +from pathlib import Path + +from packaging.version import InvalidVersion, Version +from packaging.version import parse as parse_version + + +def extract_releases(): + """Extract releases from CHANGELOG.md and save to individual files.""" + + changelog_path = Path('CHANGELOG.md') + output_dir = Path('docs/changelog') + + if not changelog_path.exists(): + print('❌ CHANGELOG.md not found') + return + + # Create output directory + output_dir.mkdir(parents=True, exist_ok=True) + + # Read changelog + with open(changelog_path, encoding='utf-8') as f: + content = f.read() + + # Remove template section (HTML comments) + content = re.sub(r'', '', content, flags=re.DOTALL) + + # Split by release headers + sections = re.split(r'^## \[', content, flags=re.MULTILINE) + + releases = [] + for section in sections[1:]: # Skip first empty section + # Extract version and date from start of section + match = re.match(r'([^\]]+)\] - ([^\n]+)\n(.*)', section, re.DOTALL) + if match: + version, date, release_content = match.groups() + releases.append((version, date.strip(), release_content.strip())) + + print(f'🔍 Found {len(releases)} releases') + + # Sort releases by version (oldest first) to keep existing file prefixes stable. + def version_key(release): + try: + return parse_version(release[0]) + except InvalidVersion: + return parse_version('0.0.0') # fallback for invalid versions + + releases.sort(key=version_key, reverse=False) + + # Show what we captured for debugging + if releases: + print(f'🔧 First release content length: {len(releases[0][2])}') + + for i, (version_str, date, release_content) in enumerate(releases): + # Clean up version for filename with numeric prefix (newest first) + index = 99999 - i # Newest first, while keeping the same file names for old releases + prefix = f'{index:05d}' # Zero-padded 5-digit number + filename = f'{prefix}-v{version_str.replace(" ", "-")}.md' + filepath = output_dir / filename + + # Clean up content - remove trailing --- separators and emojis from headers + cleaned_content = re.sub(r'\s*---\s*$', '', release_content.strip()) + + # Generate navigation links + nav_links = [] + + # Previous version (older release) + if i > 0: + prev_index = 99999 - (i - 1) + prev_version = releases[i - 1][0] + prev_filename = f'{prev_index:05d}-v{prev_version.replace(" ", "-")}.md' + nav_links.append(f'← [Previous: {prev_version}]({prev_filename})') + + # Next version (newer release) + if i < len(releases) - 1: + next_index = 99999 - (i + 1) + next_version = releases[i + 1][0] + next_filename = f'{next_index:05d}-v{next_version.replace(" ", "-")}.md' + nav_links.append(f'[Next: {next_version}]({next_filename}) →') + + # Always add link back to index + nav_links.append('[📋 All Releases](index.md)') + # Add GitHub tag link only for valid PEP 440 versions (skip e.g. "Unreleased") + ver_obj = parse_version(version_str) + if isinstance(ver_obj, Version): + nav_links.append(f'[🏷️ GitHub Release](https://github.com/flixOpt/flixopt/releases/tag/v{version_str})') + # Create content with navigation + content_lines = [ + f'# {version_str} - {date.strip()}', + '', + ' | '.join(nav_links), + '', + '---', + '', + cleaned_content, + '', + '---', + '', + ' | '.join(nav_links), + ] + + # Write file + with open(filepath, 'w', encoding='utf-8') as f: + f.write('\n'.join(content_lines)) + + print(f'✅ Created {filename}') + + print(f'🎉 Extracted {len(releases)} releases to docs/changelog/') + + +def extract_index(): + changelog_path = Path('CHANGELOG.md') + output_dir = Path('docs/changelog') + index_path = output_dir / 'index.md' + + if not changelog_path.exists(): + print('❌ CHANGELOG.md not found') + return + + # Create output directory + output_dir.mkdir(parents=True, exist_ok=True) + + # Read changelog + with open(changelog_path, encoding='utf-8') as f: + content = f.read() + + intro_match = re.search(r'# Changelog\s+([\s\S]*?)(?=