dsp_pandas.df package

Helpers to identify interesting data in a pandas DataFrame.

dsp_pandas.df.get_unique_and_non_unique_columns(df: DataFrame) → SimpleNamespace

Get back a namespace with an column.Index both of the unique and non-unique columns.

Parameters:

df (pandas.DataFrame) – DataFrame to check for unique columns.

Returns:

SimpleNamespace with unique and non_unique column names indices.

Return type:

types.SimpleNamespace

Submodules

• dsp_pandas.df.missing_data module
  • decompose_NAs()
  • get_record()
  • percent_missing()
  • percent_non_missing()