Function reference

Function reference

What skimpy’s functions do

skim Skim a pandas or polars dataframe and return visual summary statistics on it.
skim_get_data Skim a pandas or polars dataframe and return summary statistics as a dictionary, and without printing to the console.
skim_get_figure Skim a pandas or polars dataframe, print the stats to the console, and save a version of the table as an SVG, HTML, or text file.
clean_columns Clean messy column names in a pandas dataframe.
generate_test_data Generate a pandas dataframe with several different datatypes.