Sanitizer.synthesize

Sanitizer.synthesize(num_rows, produce_nans=False, progress_callback=None, n_col_intersect=None, skip_categorical=False)

Generate the given number of new data rows ensuring no matches to the .

Parameters
  • num_rows (int) – Number of rows to generate.

  • produce_nans (bool, optional) – Generate NaN values. Defaults to False.

  • progress_callback (Callable, optional) – Progress bar callback. Defaults to None.

  • skip_categorical (bool) – bool, whether to disallow for matches of only categorical columns, by default, False.

Return type

DataFrame

Returns

The generated data.