henchman.diagnostics.column_report

henchman.diagnostics.column_report(data)[source]

Give column summaries according to pandas dtype. Has functionality for objects, times, booleans and numeric columns. Finds maximums, minimums, means, missing and other datatype appropriate attributes.

Parameters:data (pd.DataFrame) – The dataframe on which to report.

Example

>>> from henchman.diagnostics import column_report
>>> column_report(df)