Refactor: Quarterly performance metrics report

[tiffanychu90]

quarterly performance metrics report

• Quarterly metrics used to pull 1 date per quarter. Now, let's just use monthly tables and average across 3 dates per quarter, as many as are available. Rerun for all the dates we have for v2.
• Add script to compile time-series data.
• Use script to transform data suitable for great_tables and nanoplots, specifically, which need columns with a list of values.
• Update report to be 1 report (.qmd!) and see if we can show the current quarter's values + some historical values in one great table. Render it as html.
  • Previously used altair charts, and there were a lot of them. Now, do most of the set up with the categories we want, add some rows for subtotals, and throw it into 1 table and see if it conveys the same amount of information.
  • Add district breakdown and also operator breakdown
• Update README to point to new references for cleaning scripts
• Update shared_utils/requirements.txt and add quarto, great_tables, polars for using quarto markdowns.
• Remove old scripts, old reports
• Research Request - Consolidate bus_service_utils and segment_speed_utils and refactor quarterly_performance_metrics #1129

[github-actions]

nbviewer URLs for impacted notebooks:

• quarterly_performance_objective/check-route-categories.ipynb
• quarterly_performance_objective/check-stable-route-categories.ipynb
• quarterly_performance_objective/current_quarter_report.ipynb
• quarterly_performance_objective/historical_report.ipynb
• quarterly_performance_objective/historical_service_hours_v2.ipynb

[github-actions]

nbviewer URLs for impacted notebooks:

• quarterly_performance_objective/check-route-categories.ipynb
• quarterly_performance_objective/check-stable-route-categories.ipynb
• quarterly_performance_objective/current_quarter_report.ipynb
• quarterly_performance_objective/historical_report.ipynb
• quarterly_performance_objective/historical_service_hours_v2.ipynb