Open source data-science projects
Every project in the registry tagged data-science, ranked by real GitHub adoption.
Self-serve data exploration and dashboard builder
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Streamlit — A faster way to build and share data apps.
Full-stack Python platform for web apps and internal tools
Data Apps & Dashboards for Python. No JavaScript Required.
Python-native workflow orchestration for data and ML teams
An orchestration platform for the development, production, and observation of data assets.
Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)
Rich MySQL Terminal Client with AutoCompletion, Syntax Highlighting, and Dataframes
Always know what to expect from your data.
PyMuPDF is a high performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents.
Magical data pipeline tool for seamless transformations
Open-source A/B testing and feature flagging platform
Transform SQL into beautiful data stories
Visualizer for pandas data structures
Matplot++: A C++ Graphics Library for Data Visualization 📊🗾
DeepAnalyze is the first agentic LLM for autonomous data science. 🎈你的AI数据分析师，自动分析大量数据，一键生成专业分析报告！
pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager,
A Python package for interactive geospatial analysis and visualization with Google Earth Engine.
🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统
Python, SQL, and AI in a collaborative data notebook
High Performace IDE for Jupyter Notebooks
CLI task management & automation tool
:bar_chart: :clipboard: Dashboards using YAML or JSON files
AKTools is an elegant and simple HTTP API library for AKShare, built for AKSharers!
Universal Reddit Scraper - A comprehensive Reddit scraping/archival command-line tool.
Revolutionizing data processing with Compute Over Data
Second Brain is an agentic framework that acts as an operating system, using local file intelligence, workflow automation, and LLMs to complete tasks and commun
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now inc
Yet another redundant workflow engine
Monitor the stability of a Pandas or Spark dataframe ⚙︎
Related tags
Frequently asked questions
How many open source data-science projects are there?
This registry tracks 31 projects tagged data-science, with 377,421 GitHub stars between them. The most-adopted is Apache Superset at 75,392 stars.
Are these data-science projects free to use?
Yes — 30 of the 31 carry an explicit open-source licence across 5 distinct licences, so there is no licence fee. Where a project also sells a hosted or enterprise version, the self-hosted path remains free.
Which data-science project should I choose?
The list above is ranked by GitHub stars, but stars measure attention rather than fit. Check three things on each card: the licence (permissive versus copyleft), the language it is written in, and the last-push date — a high-star project that has not been pushed in a year is a liability.
Are these data-science projects still maintained?
25 of the 31 were pushed in the last 90 days, and every card shows its exact last-push date so you can see the rest. Sort your shortlist by that date before committing to a migration.