Datasets

Downloading a dataset.

datasets.fetch_bike_sharing	Fetch the bike sharing dataset (regression) available at skrub-data/skrub-data-files
datasets.fetch_california_housing	Fetches the california housing dataset (regression), available at skrub-data/skrub-data-files
datasets.fetch_country_happiness	Fetch the happiness index dataset available at skrub-data/skrub-data-files
datasets.fetch_credit_fraud	Fetch the credit fraud dataset.
datasets.fetch_drug_directory	Fetches the drug directory dataset (classification), available at skrub-data/skrub-data-files
datasets.fetch_electricity_forecasting	Fetches the electricity usage dataset (forecasting), available at skrub-data/skrub-data-files
datasets.fetch_employee_salaries	Fetches the employee salaries dataset (regression), available at skrub-data/skrub-data-files
datasets.fetch_flight_delays	Fetch the flight delays dataset available at skrub-data/skrub-data-files
datasets.fetch_medical_charge	Fetches the medical charge dataset (regression), available at skrub-data/skrub-data-files
datasets.fetch_midwest_survey	Fetches the midwest survey dataset (classification), available at skrub-data/skrub-data-files
datasets.fetch_movielens	Fetch the movielens dataset available at skrub-data/skrub-data-files
datasets.fetch_open_payments	Fetches the open payments dataset (classification), available at skrub-data/skrub-data-files
datasets.fetch_toxicity	Fetch the toxicity dataset available at skrub-data/skrub-data-files
datasets.fetch_traffic_violations	Fetches the traffic violations dataset (classification), available at skrub-data/skrub-data-files
datasets.fetch_videogame_sales	Fetch the videogame sales dataset available at skrub-data/skrub-data-files
datasets.get_data_dir	Returns the directory in which skrub looks for data.
datasets.make_deduplication_data	Duplicates examples with spelling mistakes.
datasets.toy_orders	Create a toy dataframe and corresponding targets for examples.
datasets.toy_products	Generate a synthetic dataframe example of a mock product catalog.
datasets.toy_cities	Generate a synthetic dataframe example with a variety of column types.
datasets.make_retail_events	Generate a synthetic e-commerce clickstream dataset for classification.