Dataquality Python Packages

great-expectations

Always know what to expect from your data.

31.3M 12K 2K

collate-data-diff

Compare tables within or across databases

974K 3K 305

great-expectations-experimental

Always know what to expect from your data.

539K 12K 2K

openmetadata-ingestion

OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, and seamless team collaboration.

426K 14K 2K

acryl-great-expectations

Always know what to expect from your data.

423K 12K 2K

altimate-datapilot-cli

Datailot-cli is the command line interface for accessing the AI teammate for engineers to ensure best practices in their SQL and dbt projects.

124K 40 1

cuallee

Possibly the fastest DataFrame-agnostic quality check library in town.

103K 246 22

data-diff

Compare tables within or across databases

49K 3K 305

openmetadata-managed-apis

28K 14K 2K

pandas-dq

Find data quality issues and clean your data in a single line of code with a Scikit-Learn compatible Transformer.

14K 137 15

lale

Library for Semi-Automated Data Science

10K 348 84

re-data

re_data - fix data issues before your users & CEO would discover them 😊

5K 2K 125

zingg

Scalable identity resolution, entity resolution, data mastering and deduplication using ML

5K 1K 168

datasae

Data quality framework for Ekosistem Data Jabar

4K 5 1

dataops-testgen

DataOps Data Quality TestGen is part of DataKitchen's Open Source Data Observability. DataOps TestGen delivers simple, fast data quality test generation and execution by data profiling, new dataset hygiene review, AI generation of data quality validation tests, ongoing testing of data refreshes, & continuous anomaly monitoring

4K 74 6

openmetadata-ingestion-core

2K 14K 2K

openmetadata-airflow-managed-apis

Airflow REST APIs to create and manage DAGS

1K 14K 2K