woodwork.datatable.DataTable.describe

DataTable.describe(include=None)[source]

Calculates statistics for data contained in DataTable.

Parameters

  • include (list[str or LogicalType], optional) – filter for what columns to include in the

  • returned. Can be a list of columns (statistics) –

  • tags (semantic) –

  • types (logical) –

  • a list (or) –

  • any of the three. It follows the most broad specification. Favors logical types (combining) –

  • semantic tag then column name. If no matching columns are found (then) –

  • empty DataFrame (an) –

  • be returned. (will) –

Returns

A Dataframe containing statistics for the data or the subset of the original DataTable that contains the logical types, semantic tags, or column names specified in include.

Return type

pd.DataFrame

woodwork.datatable.DataTable.add_semantic_tags woodwork.datatable.DataTable.describe_dict