Top 10 data-profiling open source projects

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

Create HTML profiling reports from pandas DataFrame objects

Always know what to expect from your data.

A library for managing, validating, summarizing, and visualizing data.

Engine for ML/Data tracking, visualization, dashboards, and model UI for Polyaxon.

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

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

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

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

Monitor the stability of a Pandas or Spark dataframe ⚙︎