fivetran / great_expectations

Always know what to expect from your data.

evidence-dev / evidence

Business intelligence as code: build fast, interactive data visualizations in SQL and markdown

Renumics / spotlight

Interactively explore unstructured datasets from your dataframe.

Daniel15568 / percentify

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aeturrell / skimpy

skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.

Desbordante / desbordante-core

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.

flex-analytics / flexviz

Interactive data exploration that is extremely fast and agent-native

MahdiKordian / DataForge

Automated data preparation for machine learning. Load a dataset, clean, transform, encode, scale and split it, explore it with built-in analysis, and export model-ready data with a full report. Built with Python and Streamlit.