Ydata Profiling

Comprehensive tool helping data teams validate, document, and profile their data. Define expectations for your data ensuring it meets quality standards before processing.

Python API for Deequ, AWS library built on Apache Spark for defining and verifying data quality constraints. Useful for large-scale data processing and quality verification.

Python library using machine learning to perform deduplication and entity resolution on structured data. Particularly useful for identifying and merging duplicate records.