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#data-quality

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

29 records
Tagged “data-quality”Ranked by health index
PyPI · Maven · npm
99Exceptionalhealth index
open-metadata/OpenMetadata
The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.
TypeScript · Java · Python★ 15.2K↓ 473.2K/moSep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
PyPI · npm
99Exceptionalhealth index
voxel51/fiftyone
Refine high-quality datasets and visual AI models
TypeScript · Python★ 11.1K↓ 126.1K/moSep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
PyPI · npm · Go +1
98Exceptionalhealth index
feast-dev/feast
The Open Source Feature Store for AI/ML
Python · Go · TypeScript★ 7,233↓ 841.1K/moAug 28, 2026
Apache-2.0Aug 28, 2026 · metrics 2.10.0
PyPI
98Exceptionalhealth index
fivetran/great_expectations
Always know what to expect from your data.
Python★ 11.7KAug 27, 2026
Apache-2.0Aug 27, 2026 · metrics 2.10.0
PyPI · npm
97Exceptionalhealth index
NVIDIA-NeMo/Curator
Scalable data pre processing and curation toolkit for LLMs
Python · MDX★ 1,781Sep 25, 2026
Apache-2.0Sep 25, 2026 · metrics 2.10.0
PyPI · npm
97Exceptionalhealth index
datacontract/datacontract-cli
Enforce Data Contracts
JavaScript · Python★ 1,062↓ 1.3M/moSep 10, 2026
MITSep 10, 2026 · metrics 2.10.0
Go · Maven · npm
94Exceptionalhealth index
treeverse/lakeFS
lakeFS - Data version control for your data lake | Git for data
Go★ 5,529Sep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
PyPI
93Exceptionalhealth index
Hebbian-Robotics/hflow
SDK for robotics teams to verify the quality of their data used for AI model training.
Python★ 284↓ 2,091/moOct 4, 2026
Apache-2.0Oct 4, 2026 · metrics 2.10.0
PyPI
91Excellenthealth index
Nike-Inc/koheesio
Python framework for building efficient data pipelines. It promotes modularity and collaboration, enabling the creation of complex pipelines from simple, reusable components.
Python★ 820↓ 346.2K/moOct 16, 2026
Apache-2.0Oct 16, 2026 · metrics 2.10.0
PyPI
88Excellenthealth index
MigoXLab/dingo
Dingo: A Comprehensive AI Data, Model and Application Quality Evaluation Tool
Python★ 758↓ 430/moOct 19, 2026
Apache-2.0Oct 19, 2026 · metrics 2.10.0
npm · PyPI
88Excellenthealth index
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.
Python · TypeScript★ 131Sep 6, 2026
MITSep 6, 2026 · metrics 2.10.0
PyPI · npm
88Excellenthealth index
evidentlyai/evidently
Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
Jupyter Notebook · Python★ 7,923Sep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
PyPI
83Excellenthealth index
Data-Centric-AI-Community/fg-data-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
Python★ 13.7K↓ 18K/moSep 17, 2026
MITSep 17, 2026 · metrics 2.10.0
PyPI · npm
80Excellenthealth index
datris/datris-platform-oss
The Data Control Plane for AI Agents — acquire, validate, and land data over MCP with scoped keys, approval gates, and an audit log. Self-hosted, open source.
Scala · TypeScript · Python★ 12↓ 10.1K/moOct 19, 2026
AGPL-3.0Oct 19, 2026 · metrics 2.10.0
—
78Goodhealth index
rstudio/pointblank
Data quality assessment and metadata reporting for data frames and database tables
R★ 1,047Sep 20, 2026
Custom licenseSep 20, 2026 · metrics 2.10.0
crates.io · npm
77Goodhealth index
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.
Rust · TypeScript★ 1,325Sep 25, 2026
Apache-2.0Sep 25, 2026 · metrics 2.10.0
PyPI
71Goodhealth index
seadonggyun4/truthound
"Sniffs out bad data"
Python★ 18↓ 4,082/moSep 5, 2026
Apache-2.0Sep 5, 2026 · metrics 2.10.0
PyPI
69Goodhealth index
Query-farm/vgi-lint-check
Lint the documentation & metadata quality of VGI (Vector Gateway Interface) data workers — descriptions, column comments, tags, and example queries — with a quality score, per-version baselines, and agent-friendly output.
Python★ 0↓ 1,081/moSep 11, 2026
Custom licenseSep 11, 2026 · metrics 2.10.0
PyPI
67Goodhealth index
Jackxiaozhiren/datasentry
Find, explain, and safely fix bad data. Local-first data quality for files, databases, CI pipelines, and AI agents.
Python★ 2↓ 2,303/moSep 18, 2026
Apache-2.0Sep 18, 2026 · metrics 2.10.0
Go · npm
65Goodhealth index
Tnsor-Labs/brokoli
Brokoli — self-hosted data pipeline orchestration
Go · Svelte★ 6Sep 13, 2026
Apache-2.0Sep 13, 2026 · metrics 2.10.0
Go
63Moderatehealth index
realdatadriven/etlx
ETL / ELT / Reverse ETL Framework powered by DuckDB, designed to seamlessly integrate and process data from diverse sources. It leverages Markdown as a configuration medium, where YAML blocks define metadata for each data source, and embedded SQL blocks specify the extraction, transformation, and loading logic.
Go★ 55Oct 21, 2026
MITOct 21, 2026 · metrics 2.10.0
PyPI
60Moderatehealth index
adidas/lakehouse-engine
The Lakehouse Engine is a configuration driven Spark framework, written in Python, serving as a scalable and distributed engine for several lakehouse algorithms, data flows and utilities for Data Products.
Python★ 293↓ 3,910/moOct 19, 2026
Apache-2.0Oct 19, 2026 · metrics 2.10.0
Go
60Moderatehealth index
busyminds/gxsql
gxsql is a SQL-native data-quality assertion framework for Go inspired by Python's Great Expectations
Go★ 2Sep 14, 2026
MITSep 14, 2026 · metrics 2.10.0
Maven · PyPI
60Moderatehealth index
sparkutils/quality
A Quality Spark DQ and transformation Library
Scala★ 5Oct 21, 2026
Apache-2.0Oct 21, 2026 · metrics 2.10.0
PyPI
59Moderatehealth index
LakeLogic/open-lakehouse-contract
Open Lakehouse Contract (OLC) is an open YAML specification for declaring a data product's schema, quality rules, transformations, lineage, ownership, service levels (SLAs and SLOs) and materialisation.
Python★ 0↓ 2,210/moOct 1, 2026
Apache-2.0Oct 1, 2026 · metrics 2.10.0
PyPI
54Moderatehealth index
ramannanda9/lakesense
No repository description published.
Python★ 0↓ 56/moSep 18, 2026
Custom licenseSep 18, 2026 · metrics 2.10.0
Hex
48Weakhealth index
nshkrdotcom/json_remedy
A practical, multi-layered JSON repair library for Elixir that intelligently fixes malformed JSON strings commonly produced by LLMs, legacy systems, and data pipelines.
Elixir★ 33↓ 2,919/moSep 9, 2026
MITSep 9, 2026 · metrics 2.10.0
Maven · PyPI
34At Riskhealth index
whylabs/whylogs
An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈
Jupyter Notebook · Python · HTML★ 2,833Sep 12, 2026
Apache-2.0Sep 12, 2026 · metrics 2.10.0
PyPI
19Criticalhealth index
datafold/data-diff
Compare tables within or across databases
Python★ 2,991↓ 26.4K/moSep 17, 2026
MITSep 17, 2026 · metrics 2.10.0