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The Top 22 Data Quality Checks Open Source Projects

Open source projects categorized as Data Quality Checks

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Openmetadata ⭐ 3,512

Open Standard for Metadata. A Single place to Discover, Collaborate and Get your data right.

dependent packages 3total releases 240most recent commit 3 months ago

pypi openmetadata-ingestion} Downloads

Soda Core ⭐ 1,644

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

most recent commit 3 months ago

Re Data ⭐ 1,499

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

total releases 48most recent commit 3 months ago

Traceml ⭐ 490

Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

dependent packages 12total releases 10most recent commit 2 months ago

pypi pandas-summary} Downloads

🐳 Tool to automate data quality checks on data pipelines

most recent commit 2 years ago

Rdfunit ⭐ 143

An RDF Unit Testing Suite

dependent packages 4total releases 16most recent commit 7 months ago

NBi is a testing framework (add-on to NUnit) for Business Intelligence and Data Access. The main goal of this framework is to let users create tests with a declarative approach based on an Xml syntax. By the means of NBi, you don't need to develop C# or Java code to specify your tests! Either, you don't need Visual Studio or Eclipse to compile your test suite. Just create an Xml file and let the framework interpret it and play your tests. The framework is designed as an add-on of NUnit but with

dependent packages 5total releases 312most recent commit 3 months ago

nuget NBi.Framework} Downloads

Django Data Quality System ⭐ 100

数据治理、数据质量检核/监控平台（Django+jQuery+MySQL）

most recent commit 3 years ago

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

most recent commit 3 months ago

High Frequency Checks ⭐ 70

A Stata template for running high frequency checks of incoming research data at Innovations for Poverty Action

most recent commit 3 months ago

Sqlbucket ⭐ 67

Lightweight library to write, orchestrate and test your SQL ETL. Writing ETL with data integrity in mind.

total releases 72most recent commit a year ago

Ml_observability_course ⭐ 38

Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in production.

most recent commit 4 months ago

Data Quality and Observability platform with custom rules, data quality KPIs and data quality dashboards. Measure the data quality, not only observe it!

total releases 11most recent commit 3 months ago

hooqu is a library built on top of Pandas-like Dataframes for defining "unit tests for data". This is a spiritual port of Apache Deequ to Python

most recent commit 3 months ago

Data Quality Monitor ⭐ 23

Data Quality Monitor (DQM) - Continuously validate your data with easy, customizable rules.

most recent commit 3 months ago

Safety net for machine learning pipelines. Plays nice with sklearn and pandas.

total releases 26most recent commit 4 months ago

Data Quality Analysis ⭐ 18

The PEDSnet Data Quality Assessment Toolkit (OMOP CDM)

most recent commit 3 years ago

A clinical research interface geared at collecting robust and consistent data by providing a strong framework for designing data dictionaries and collection forms.

most recent commit 7 months ago

Dataqtor ⭐ 11

🔍Your Data Quality Detector / Gain insight into your data and get it ready for use before you start working with it 💡📊🛠💎

most recent commit 2 years ago

Penguin Datalayer ⭐ 7

Crawler assistido para validação de objetos enviados à camada de dados (Data Layer)

most recent commit a year ago

Soda Github Action ⭐ 7

⚡ Prevent downstream data quality issues by integrating the Soda Library into your CI/CD pipeline.

most recent commit 5 months ago

Penguin Datalayer Core ⭐ 6

Validation core engine for the data layer of the Raft Suite ecosystem.

dependent packages 2total releases 8most recent commit 2 years ago

npm @dp6/penguin-datalayer-core} Downloads

The 5 Most Depended On Data Quality Checks Open Source Projects

Traceml ⭐ 490

Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

dependent packages 12total releases 10latest release November 25, 2021most recent commit 2 months ago

pypi pandas-summary} Downloads

NBi is a testing framework (add-on to NUnit) for Business Intelligence and Data Access. The main goal of this framework is to let users create tests with a declarative approach based on an Xml syntax. By the means of NBi, you don't need to develop C# or Java code to specify your tests! Either, you don't need Visual Studio or Eclipse to compile your test suite. Just create an Xml file and let the framework interpret it and play your tests. The framework is designed as an add-on of NUnit but with

dependent packages 5total releases 312latest release August 10, 2023most recent commit 3 months ago

nuget NBi.Framework} Downloads

Rdfunit ⭐ 143

An RDF Unit Testing Suite

dependent packages 4total releases 16latest release November 27, 2018most recent commit 7 months ago

Openmetadata ⭐ 3,512

Open Standard for Metadata. A Single place to Discover, Collaborate and Get your data right.

dependent packages 3total releases 240latest release December 07, 2023most recent commit 3 months ago

pypi openmetadata-ingestion} Downloads

Penguin Datalayer Core ⭐ 6

Validation core engine for the data layer of the Raft Suite ecosystem.

dependent packages 2total releases 8latest release April 30, 2021most recent commit 2 years ago

npm @dp6/penguin-datalayer-core} Downloads

The 9 Latest Releases In Data Quality Checks Open Source Projects

Openmetadata ⭐ 3,512

Open Standard for Metadata. A Single place to Discover, Collaborate and Get your data right.

dependent packages 3total releases 240latest release December 07, 2023most recent commit 3 months ago

pypi openmetadata-ingestion} Downloads

Data Quality and Observability platform with custom rules, data quality KPIs and data quality dashboards. Measure the data quality, not only observe it!

total releases 11latest release November 23, 2023most recent commit 3 months ago

Re Data ⭐ 1,499

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

total releases 48latest release November 12, 2023most recent commit 3 months ago

Safety net for machine learning pipelines. Plays nice with sklearn and pandas.

total releases 26latest release October 02, 2023most recent commit 4 months ago

NBi is a testing framework (add-on to NUnit) for Business Intelligence and Data Access. The main goal of this framework is to let users create tests with a declarative approach based on an Xml syntax. By the means of NBi, you don't need to develop C# or Java code to specify your tests! Either, you don't need Visual Studio or Eclipse to compile your test suite. Just create an Xml file and let the framework interpret it and play your tests. The framework is designed as an add-on of NUnit but with

dependent packages 5total releases 312latest release August 10, 2023most recent commit 3 months ago

nuget NBi.Framework} Downloads

Sqlbucket ⭐ 67

Lightweight library to write, orchestrate and test your SQL ETL. Writing ETL with data integrity in mind.

total releases 72latest release December 01, 2022most recent commit a year ago

Traceml ⭐ 490

Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

dependent packages 12total releases 10latest release November 25, 2021most recent commit 2 months ago

pypi pandas-summary} Downloads

Penguin Datalayer Core ⭐ 6

Validation core engine for the data layer of the Raft Suite ecosystem.

dependent packages 2total releases 8latest release April 30, 2021most recent commit 2 years ago

npm @dp6/penguin-datalayer-core} Downloads

Rdfunit ⭐ 143

An RDF Unit Testing Suite

dependent packages 4total releases 16latest release November 27, 2018most recent commit 7 months ago

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