TODO.md

• Create hospitalisation graphs

• Testing graph in the style of the new york times

  • https://www.nytimes.com/interactive/2020/us/coronavirus-testing.html

• Interactive matplotlib+d3 plots

  • https://mpld3.github.io/

• Fix matplotlib too many plots warning

  • https://stackoverflow.com/questions/21884271/warning-about-too-many-open-figures

• Set up a github action to update the plots every day

• Add average toggle to plots

• timeline plot

• GIFs Graphs over time

  • https://towardsdatascience.com/animations-with-matplotlib-d96375c5442c
  • https://ndres.me/post/matplotlib-animated-gifs-easily/
  • https://github.com/maxhumber/gif

• Refactor to use pandas dfs

• Cumulative etc by demographics

• Refactor into different files

  • data loading/saving
  • plotting
  • data processing
  • main

• Refactor functions into smaller self contained pieces

• Create excess mortality + covid deaths graphs

  • http://old.reddit.com/r/dataisbeautiful/comments/jn8ufq/doing_things_properly_70000_5000_excess_deaths/
  • https://www.ons.gov.uk/peoplepopulationandcommunity/birthsdeathsandmarriages/deaths/datasets/weeklyprovisionalfiguresondeathsregisteredinenglandandwales
  • https://www.nrscotland.gov.uk/statistics-and-data/statistics/statistics-by-theme/vital-events/general-publications/weekly-and-monthly-data-on-births-and-deaths/weekly-data-on-births-and-deaths
  • https://www.nisra.gov.uk/publications/weekly-deaths

• Graphs showing the cases per capita of Scottish regions

  • Group them by tiers?

• MPLD3 bugs

  • Grey grid lines
  • Bold font
  • Inter font
  • Respect newlines
  • Have percentages zoom correctly
  • Always show interaction tools
  • Fix the legend size and background
    • Checkout the plugins?

• add noscript version of the plots

• number of cases line plot with colouring for percent positive

  • https://twitter.com/DrEricDing/status/1330212172757078017
  • percent positive
  • whether under lockdown

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• Refactor graphs that take the longest to draw
• Heatmap by age group
  • https://russss.github.io/covidtracker/
• Compare UK to other countries
  • https://github.com/CSSEGISandData/COVID-19
  • https://github.com/owid/covid-19-data/tree/master/public/data
  • https://github.com/GoogleCloudPlatform/covid-19-open-data
  • https://github.com/datasets/covid-19