dataquality topic

List dataquality repositories

cleanlab

9.3k
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722
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The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

soda-core

1.9k
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208
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:zap: Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io

dq-tools

32
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3
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Make simple storing test results and visualisation of these in a BI dashboard

datachecks

130
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18
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Open Source Data Quality Monitoring.

datavines

445
Stars
144
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Know your data better!Datavines is Next-gen Data Observability Platform, support metadata manage and data quality.

pandas_dq

124
Stars
11
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Find data quality issues and clean your data in a single line of code with a Scikit-Learn compatible Transformer.

cuallee

158
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20
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Possibly the fastest DataFrame-agnostic quality check library in town.

osmcha-frontend

120
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36
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Frontend for the osmcha-django REST API

DQCS

41
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29
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数据质量控制系统

datapilot-cli

20
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0
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Datailot-cli is the command line interface for accessing the AI teammate for engineers to ensure best practices in their SQL and dbt projects.