{"library":"woodwork","type":"library","category":null,"description":"Woodwork is a data typing library for machine learning, extending pandas DataFrames and Series with semantic and logical typing capabilities. It enables automatic data typing inference, validation, and schema management for robust data pipelines. Currently at version 0.31.0, it is actively maintained by Alteryx with frequent updates.","language":"python","status":"active","version":"0.31.0","tags":["data typing","machine learning","pandas","data preprocessing","data validation"],"install":[{"cmd":"pip install woodwork","imports":["import woodwork"]}],"homepage":"https://woodwork.alteryx.com","github":"https://github.com/alteryx/woodwork","docs":"https://woodwork.alteryx.com","changelog":"https://woodwork.alteryx.com/en/latest/release_notes.html","pypi":"https://pypi.org/project/woodwork/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":13.6,"avg_import_s":3.4,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/woodwork/compatibility"},"provenance":{"verified_status":"import_fail","verified_at":"Fri Jul 03","last_verified":"Fri Jul 03","next_check":"Fri Jul 10","install_tag":null}}