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cfanalytics

TODO list

Code

  • De-bug Cfopendata to see why it fails on certain pages.
  • Work out why asyncio fails in ipython.
  • Write documentation for online and eventually run the examples in the docs.
  • Write a nathletes utils for number of athelets and those who didn't enter a score.

Data

  • Backfill data before 2017. Can then track an athlete's percentile over the years or a the maximum score/P50 for a repeated workout in various years.

Analysis/plotting

  • Create distribution plots of scores using seaborn as Cfplot(df).distplot(column=‘18.1_score’). I'm guessing the results will look like a Rayleigh distribution.
  • Create interactive plots of scores using bokeh / holoviews. Would be cool if could query for a person on the plot may not be possible.
  • Create u/alexenos's plot.
  • Create interactive spatial plots using geoviews. e.g. for regionplot make the inputs wods and percentiles.

Ideas

  • Create a cfanlyticsviz repo and create and ipython notebook to be able to run on binder. Subsample data on age and plot distributions and maps.