seismometer.data.summaries.score_target_cohort_summaries

seismometer.data.summaries.score_target_cohort_summaries(dataframe, groupby_groups, grab_groups, entity_id_col)

Generate a dataframe of summary counts from the input dataframe. Also, summarizes by additional summary levels in groupby_groups.

Parameters:

• dataframe (pd.DataFrame) – The input dataframe.

• groupby_groups (list[str]) – Selections to groupby when generating summaries (attribute, score bins, target, etc.).

• grab_groups (list[str]) – Columns to grab while summarizing.

• entity_id_col (str) – The column name for the dataframe column containing the entity identifier.

Returns:

A dataframe of summary counts.

Return type:

pd.DataFrame