Back to Topics Directory
Topic Hub

#data-quality (27 Repositories)

Ranked open-source repositories tagged with #data-quality, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

46.1%

Avg Review Latency

28.8h

Filter by language

27 repositories tagged #data-quality

A TierJavaScript 1.1k 1 GFIs

datacontract/datacontract-cli

Open-source data contract testing for Snowflake, Databricks, BigQuery, Kafka & 15 more. Built on the Open Data Contract Standard (ODCS). MIT.

78.2%
Merge Rate
-
First Review
62%
1st-Timers
19
Maintainers
A TierJavaScript 238

atrocore/atrocore

AtroCore is an enterprise-ready, highly configurable Business Application Platform for managing complex data, integrating systems, and building custom business applications. It provides ready-made solutions for Master Data Management (MDM), Product Information Management (PIM), Digital Asset Management (DAM), and more.

76.9%
Merge Rate
2d
First Review
100%
1st-Timers
5
Maintainers
A TierPython 294 1 GFIs

Hebbian-Robotics/hflow

SDK for robotics teams to verify the quality of their data used for AI model training.

76.1%
Merge Rate
-
First Review
76%
1st-Timers
22
Maintainers
A TierPython 133

benseverndev-oss/goldenmatch

Zero-config entity resolution feeding a durable identity layer: messy records from any source become stable golden entities, a Customer 360 with provenance, merge/split and audit. Fellegi-Sunter beats hand-tuned Splink. Arrow-native/Rust, 250M rows in 11.2 min. Python + edge TypeScript (WASM), SQL-native in Postgres & DuckDB, 97 MCP tools + REST.

94.6%
Merge Rate
-
First Review
50%
1st-Timers
4
Maintainers
A TierGo 5.5k 4 GFIs

treeverse/lakeFS

lakeFS - Data version control for your data lake | Git for data

74.4%
Merge Rate
4d
First Review
67%
1st-Timers
8
Maintainers
A TierPython 1.8k 10 GFIs

NVIDIA-NeMo/Curator

Scalable data pre processing and curation toolkit for LLMs

54.0%
Merge Rate
3d
First Review
58%
1st-Timers
26
Maintainers
A TierPython 316

data-centt/percentify

87.5%
Merge Rate
9h
First Review
100%
1st-Timers
1
Maintainers
A TierPython 382

Ad-meliorael/percentify

87.5%
Merge Rate
9h
First Review
100%
1st-Timers
1
Maintainers
A TierPython 463 4 GFIs

databrickslabs/dqx

Databricks framework to validate Data Quality of pySpark DataFrames and Tables

35.7%
Merge Rate
3h
First Review
20%
1st-Timers
22
Maintainers
A TierPython 2.4k

sodadata/soda-core

Data Contracts engine for the modern data stack. https://www.soda.io

70.9%
Merge Rate
5d
First Review
30%
1st-Timers
11
Maintainers
B TierShell 123

bitol-io/open-data-product-standard

Home of the Open Data Product Standard (ODPS).

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
1
Maintainers
A TierShell 1.2k

bitol-io/open-data-contract-standard

Home of the Open Data Contract Standard (ODCS).

87.0%
Merge Rate
-
First Review
80%
1st-Timers
3
Maintainers
A TierPython 7.3k 4 GFIs

feast-dev/feast

The Open Source Feature Store for AI/ML

54.0%
Merge Rate
1d
First Review
50%
1st-Timers
42
Maintainers
B TierPython 743

MigoXLab/dingo

Dingo: A Comprehensive AI Data, Model and Application Quality Evaluation Tool

96.4%
Merge Rate
14d
First Review
100%
1st-Timers
0
Maintainers
B TierRust 1.5k

slothflowlabs/duckle

Open-source ETL/ELT you deploy on your own servers or cloud. Built on DuckDB: no-code/low-code visual pipelines or SQL, 385 components, dbt, CDC, data quality, reverse ETL, lineage, MCP for AI agents. No vendor cloud, no per-row billing.

72.2%
Merge Rate
2d
First Review
67%
1st-Timers
2
Maintainers
B TierJavaScript 187

OHDSI/DataQualityDashboard

A tool to help improve data quality standards in observational data science.

100.0%
Merge Rate
13h
First Review
0%
1st-Timers
2
Maintainers
D TierJUJupyter Notebook 49.7k

GokuMohandas/Made-With-ML

Learn how to develop, deploy and iterate on production-grade ML applications.

0.0%
Merge Rate
22h
First Review
0%
1st-Timers
0
Maintainers
D TierPython 989

limingrui679-design/high-stakes-analytics-decision-lab

A platform-neutral analytical Skill that profiles messy data, selects case-adaptive methods, and produces source-backed visual reports for high-stakes decisions.

0.0%
Merge Rate
<1h
First Review
0%
1st-Timers
1
Maintainers
D TierHTML 332

data-drift/data-drift

Metrics Observability & Troubleshooting

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierGo 2.0k

featureform/featureform

The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierVUVue 257

ubisoft/mobydq

:whale: Tool to automate data quality checks on data pipelines

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 495

InfuseAI/piperider

Code review for data in dbt

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierHTML 1.6k

re-data/re-data

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

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierScala 1.9k

feathr-ai/feathr

Feathr – A scalable, unified data and AI engineering platform for enterprise

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 494

posit-dev/pointblank

Data validation toolkit for assessing and monitoring data quality.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPOPowerShell 731

JulietMirambo/Units_of_Measure_Harmonization-intelligence-platform

Production-Grade ML System for Automated Unit of Measure Error Detection | 88-92% Accuracy | 94% Autonomy | KNIME Workflow

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierJava 770

WeBankFinTech/Qualitis

Qualitis is a one-stop data quality management platform that supports quality verification, notification, and management for various datasource. It is used to solve various data quality problems caused by data processing. https://github.com/WeBankFinTech/Qualitis

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Data-quality Open Source Repositories & C-Rank™ | GetMerged