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data-quality-monitoring

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datafold /data-diff

Compare tables within or across databases

mysql python postgres data-science data sql database postgresql snowflake data-engineering rdbms dbt oracle-database data-quality dataengineering trino dataquality data-quality-monitoring data-diffing databricks-sql

UpdatedMay 17, 2024
Python

soda-core

sodadata /soda-core

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

python data-validation snowflake data-engineering dbt data-quality-checks data-quality data-profiling dataquality data-governance data-monitoring data-quality-monitoring pipeline-testing data-unit-tests data-testing data-contracts datatesting data-observability data-reliability data-quality-testing

UpdatedDec 17, 2025
Python

re-data /re-data

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

data-analysis dbt data-quality-checks data-quality dataquality open-source-tooling data-monitoring data-quality-monitoring data-testing dbt-packages data-observability data-reliability

UpdatedApr 30, 2024
HTML

datavane /datavines

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

metadata data-science spark datascience data-engineering flink data-quality-checks data-quality data-profiling cleandata dataquality doris data-quality-monitoring data-quality-report data-profilers dataprofile data-quality-framework dataobservability

UpdatedOct 2, 2025
Java

dqx

databrickslabs /dqx

Databricks framework to validate Data Quality of pySpark DataFrames and Tables

spark spark-streaming databricks data-quality-checks data-quality data-profiling dlt data-quality-monitoring

UpdatedDec 17, 2025
Python

ubisoft /mobydq

🐳 Tool to automate data quality checks on data pipelines

big-data data-warehouse data-quality-checks data-pipeline data-quality data-quality-monitoring

UpdatedSep 10, 2022
Vue

Hyhyhyhyhyhyh /Django-Data-quality-system

数据治理、数据质量检核/监控平台（Django+jQuery+MySQL）

data-quality-checks data-quality data-quality-monitoring data-quality-monitor

UpdatedDec 8, 2022
Python

dqo

dqops /dqo

Data Quality and Observability platform for the whole data lifecycle, from profiling new data sources to full automation with Data Observability. Configure data quality checks from the UI or in YAML files, let DQOps run the data quality checks daily to detect data quality issues.

monitoring data-quality-checks data-quality data-profiling data-ops data-quality-measurement data-quality-monitoring data-quality-report data-observability

UpdatedNov 20, 2025
Java

dcs-core

datachecks /dcs-core

Open Source Data Quality Monitoring.

mysql python elasticsearch postgres sql database monitoring etl metrics data-validation postgresql data-engineering dataops dataquality data-governance mlops data-ops data-quality-monitoring data-quality-monitor data-observability

UpdatedDec 16, 2025
Python

Indexical-Metrics-Measure-Advisory /watchmen-matryoshka-doll

Watchmen Platform is a low code data platform for data pipeline, meta data management , analysis, and quality management

visualization charts pipeline data-visualization data-pipeline etl-pipeline data-quality-monitoring

UpdatedApr 28, 2022
Python

swiple

Swiple /swiple

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

python data-science data validation data-analytics observability data-quality-checks data-quality data-profiling fastapi data-quality-monitoring data-observability data-reliability data-quality-framework swiple

UpdatedDec 16, 2025
Python

Arize-ai /client_python

A python library to send data to Arize AI!

performance-monitoring data-quality-monitoring model-monitoring ml-monitoring model-explainability ai-monitoring drift-monitoring ml-observability ai-observability model-performance-management ai-roi

UpdatedDec 4, 2025
Python

meteoswiss-mdr /pyrad

Python Radar Data Processing

data-visualization pyrad meteoswiss python-radar-processing weather-radars data-quality-monitoring

UpdatedFeb 3, 2021
Python

Acharya

astutic /Acharya

A Data Centric NER annotation tool for your Named Entity Recognition projects

machine-learning natural-language-processing ai named-entity-recognition datasets annotation-processing ner annotation-tool text-annotation data-quality data-centric mlops data-quality-monitoring data-labeling annota text-annotation-tool data-labeling-tools data-centric-ai

UpdatedApr 10, 2024

realdatadriven /etlx

ETL / ELT 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.

data-science etl s3 data-engineering s3-storage report relational-databases elt data-quality-checks object-storage data-quality etl-pipeline data-quality-monitoring report-automation duckdb elt-pipeline etl-elt-pipelines

UpdatedDec 13, 2025
Go

penguin-datalayer-collect

DP6 /penguin-datalayer-collect

A data layer quality monitoring and validation module, this solution is part of the Raft Suite ecosystem.

monitoring marketing-automation gtm datalayer hacktoberfest data-quality dtm tealium data-quality-monitoring adobe-launch dp6 gtm-server-side penguin-datalayer raft-suite

UpdatedJan 16, 2023
HCL

hms-dbmi /EHRtemporalVariability

R package for delineating temporal dataset shifts in Eletronic Health Records

visualization time biomedical-informatics data-quality electronic-health-records biomedical-data-science variability data-quality-monitoring dataset-shifts

UpdatedMay 3, 2024
HTML

yu-iskw /dbt-artifacts-loader

Load dbt artifacts uploaded to GCS to BigQuery in order to track historical dbt results

bigquery terraform gcp google-cloud data-management dbt google-cloud-platform data-quality data-governance data-monitoring data-quality-monitoring

UpdatedOct 26, 2023
Python

baligoyem /dataqtor

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

pandas data-analysis data-manipulation data-quality-checks data-quality data-profiling data-quality-measurement data-quality-monitoring streamlit data-quality-assessment

UpdatedAug 26, 2022
Python

open-metadata /openmetadata-site

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

metadata data-science automation bigdata datascience data-catalog data-discovery metadata-api dbt hacktoberfest governance data-profiling metadata-management dataengineering dataquality data-quality-monitoring bigdataanalytics data-observability datadiscovery hacktoberfest2022

UpdatedDec 17, 2025
TypeScript

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