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iceborn

Little tool for a quick EDA based on polars

I'd like to create a package that will perform EDA on polars dataframe

the goal is to:

  • get acquinted with polars
  • create a handy tool for quick eda

EDA

  • shape of the dataframe
  • missing values
  • data types
  • basic stats for continous variables
  • value counts for categorical
  • basic plots (boxplots/histograms) this will be interesting as polars df aren't compatible with matplotlib/seaborn

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Little tool for a quick EDA based on polars

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