Little tool for a quick EDA based on polars
the goal is to:
- get acquinted with polars
- create a handy tool for quick 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