collection_summary

collection_summary(data: DataFrame, column: str, fig_height: int = 1000, fig_width: int = 1000, top_entries: int = 10, sort_collections: bool = False, remove_duplicates: bool = False, display_figure: bool = False) → Figure

Creates a univariate EDA summary for a collections column in a pandas DataFrame.

The provided column should be an object type containing lists, tuples, or sets.

Parameters

• data – Dataset to perform EDA on

• column – A string matching a column in the data

• fig_height – Height of the plot in inches

• fig_width – Width of the plot in inches

• top_entries – Max number of entries to show for countplots

• sort_collections – Whether to sort collections and ignore original order

• remove_duplicates – Whether to remove duplicate entries from collections

• display_figure – Whether to display the figure in addition to returning it