filter_data¶
- hcrystalball.model_selection.filter_data(df, include_rules=None, exclude_rules=None)[source]¶
Filter provided dataframe by {column:value} rules.
- Parameters
df (pandas.DataFrame) – Data to be filtered
include_rules (dict) – Rules for what to include. The keys of the dictionaries should be the name of the filtered columns, while the values of the dictionary should be list of values to include.
exclude_rules (dict) – Rules for what to include. The keys of the dictionaries should be the name of the filtered columns, while the values of the dictionary should be list of values to exclude.
- Returns
Data of the same type / format as the output with the filters applied.
- Return type