Best Open Source data analysis Libraries
A curated list of the most popular GitHub repositories tagged with data analysis. Select any project to visualize its architecture and dive into the codebase using RepoMind's AI engine.
#1apache/superset
Apache Superset is a Data Visualization and Data Exploration Platform
#2scikit-learn/scikit-learn
scikit-learn: machine learning in Python
#3sansan0/TrendRadar
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
#4pandas-dev/pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
#5metabase/metabase
The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart:
#6streamlit/streamlit
Streamlit — A faster way to build and share data apps.
#7gradio-app/gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
#8666ghj/BettaFish
微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。
#9gchq/CyberChef
The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis
#10microsoft/Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
#11AMAI-GmbH/AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
#12dataease/dataease
🔥 人人可用的开源 BI 工具，数据可视化神器。An open-source BI tool alternative to Tableau.
#13akfamily/akshare
AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
#14Kanaries/pygwalker
PyGWalker: Turn your dataframe into an interactive UI for visual analysis
#15K-Dense-AI/claude-scientific-skills
A set of ready to use Agent Skills for research, science, engineering, analysis, finance and writing.
#16yzhao062/pyod
A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
#17rapidsai/cudf
cuDF - GPU DataFrame Library
#18growthbook/growthbook
Open Source Feature Flags, Experimentation, and Product Analytics
#19flyteorg/flyte
Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.
#20datajuicer/data-juicer
Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷
#21Nyandwi/machine_learning_complete
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
#22alandefreitas/matplotplusplus
Matplot++: A C++ Graphics Library for Data Visualization 📊🗾
#23SpiderClub/weibospider
:zap: A distributed crawler for weibo, building with celery and requests.
#24sacridini/Awesome-Geospatial
Long list of geospatial tools and resources
#25datagallery-ai/dataagent
DataFoundry is an open-source AI workbench for data analysis, unifying data sources, knowledge, tools, and agent runtime into a governed workspace for interactive analytics.
#26KnowageLabs/Knowage-Server
Knowage is the professional open source suite for modern business analytics over traditional sources and big data systems.