INNER CODE UNIT · Python

skim

aeturrell/skimpy · src/skimpy/__init__.py:767

def skim(
    df_in: pd.DataFrame | pl.DataFrame,
) -> None:
    """Skim a pandas or polars dataframe and return visual summary statistics on it.

    skim is an alternative to pandas.DataFrame.describe(), quickly providing
    an overview of a data frame via a table displayed in the console. It produces a different set of summary
    functions based on the types of columns in the dataframe. You may get
    better results from ensuring that you set the datatypes in your dataframe
    you want before running skim.

    Note that any unknown column types, or mixed column types, will not be
    processed.

    Args:
        df_in (pd.DataFrame | pl.DataFrame): Dataframe to skim.

    Raises:

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