Know your data better！Datavines is Next-gen Data Observability Platform, support metadata manage and data quality.

Swiple enables you to easily observe, understand, validate and improve the quality of your data

Data quality, maturity and utility labelling tool for the EHDS (HealthData@EU)

Automatically validate datasets, poll task status, and display validation results in a GitHub using Swiple pull request.

Sumeh — Unified Data Quality Framework Sumeh is a unified data quality validation framework supporting multiple backends (PySpark, Dask, Polars, DuckDB) with centralized rule configuration.

数据质量检查工具, 用于诊断数据的问题

Data Quality Library (dqLib): An R Package for Traceable and Explainable Assessments of Clinical Data Quality