1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Always know what to expect from your data.

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

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

Visualize and compare datasets, target values and associations, with one line of code.

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

🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark

First open-source data discovery and observability platform. We make a life for data practitioners easy so you can focus on your business.

Automatically find issues in image datasets and practice data-centric computer vision.

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

Monitor the stability of a Pandas or Spark dataframe ⚙︎

Code review for data in dbt

Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon

Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.

🚕 A spreadsheet-like data preparation web app that works over Optimus (Pandas, Dask, cuDF, Dask-cuDF, Spark and Vaex)

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

a set of scripts to pull meta data and data profiling metrics from relational database systems

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.

Open-source metadata collector based on ODD Specification

Dataset search engine, discovering data from a variety of sources, profiling it, and allowing advanced queries on the index