featuretools.EntitySet.add_interesting_values#

EntitySet.add_interesting_values(max_values=5, verbose=False, dataframe_name=None, values=None)[source]#

Find or set interesting values for categorical columns, to be used to generate “where” clauses

Parameters:

  • max_values (int) – Maximum number of values per column to add.

  • verbose (bool) – If True, print summary of interesting values found.

  • dataframe_name (str) – The dataframe in the EntitySet for which to add interesting values. If not specified interesting values will be added for all dataframes.

  • values (dict) – A dictionary mapping column names to the interesting values to set for the column. If specified, a corresponding dataframe_name must also be provided. If not specified, interesting values will be set for all eligible columns. If values are specified, max_values and verbose parameters will be ignored.

Returns:

None