{"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"],"last_verified":"Wed May 27","install":[{"cmd":"pip install woodwork","imports":["import woodwork as ww\n# ... then use df.ww.method()","df.ww.init()","from woodwork.logical_types import LogicalType","from woodwork.logical_types import Categorical"]}],"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":13.5,"avg_import_s":3.38,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/woodwork/compatibility"}}