openstef.preprocessing package

Submodules

openstef.preprocessing.preprocessing module

openstef.preprocessing.preprocessing.replace_repeated_values_with_nan(df, threshold, column_name)

Replace sequentially repeated values with NaN.

Parameters:
  • df (DataFrame) – Data with potential repeating values.

  • threshold (int) – The minimum number of squentially repeated values needed to trigger the replacement with NaN.

  • column_name (str) – Column name of input dataframe with repeating values.

Return type:

DataFrame

Returns:

DataFrame, similar to df, with the desired values set to NaN.

Module contents