dirty_cat.datasets.fetch_employee_salaries

dirty_cat.datasets.fetch_employee_salaries(load_dataframe=True, drop_linked=True, drop_irrelevant=True)[source]

Fetches the employee_salaries dataset, available at https://openml.org/d/42125

Description of the dataset: > Annual salary information including gross pay and overtime pay for all active, permanent employees of Montgomery County, MD paid in calendar year 2016. This information will be published annually each year.

Parameters
  • drop_linked (bool (default True)) – Drops columns “2016_gross_pay_received” and “2016_overtime_pay”, which are closely linked to “current_annual_salary”, the target.

  • drop_irrelevant (bool (default True)) – Drops column “full_name”, which is usually irrelevant to the statistical analysis.

Returns

  • DatasetAll – If load_dataframe=True

  • DatasetInfoOnly – If load_dataframe=False

See also

dirty_cat.datasets.fetch_dataset_as_namedtuple

additional information

Examples using dirty_cat.datasets.fetch_employee_salaries