Best data analysis skills for AI agents

10 Weeks, 20 Lessons, Data Science for All!

Excellent quality, 36K stars, and a 32 use-case fit score.

PyGWalker: Turn your dataframe into an interactive UI for visual analysis

Excellent quality, 16K stars, and a 28 use-case fit score.

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

Excellent quality, 49K stars, and a 26 use-case fit score.

Streamlit — A faster way to build and share data apps.

Excellent quality, 45K stars, and a 26 use-case fit score.

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

Excellent quality, 43K stars, and a 26 use-case fit score.

🕸️ Web apps in pure Python 🐍

Excellent quality, 29K stars, and a 26 use-case fit score.

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Excellent quality, 24K stars, and a 25 use-case fit score.

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

Excellent quality, 113K stars, and a 25 use-case fit score.

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

Excellent quality, 14K stars, and a 25 use-case fit score.

WeFlow - 一个本地的微信聊天记录导出和年度报告应用

Excellent quality, 12K stars, and a 25 use-case fit score.

Statsmodels: statistical modeling and econometrics in Python

Excellent quality, 11K stars, and a 25 use-case fit score.

The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.

Excellent quality, 74K stars, and a 25 use-case fit score.

Apache ECharts is a powerful, interactive charting and data visualization library for browser

Excellent quality, 67K stars, and a 24 use-case fit score.

免费的AI可视化报表。一句话描述需求，AI 自动生成报表与数据大屏；同时提供类 Excel 拖拽设计器，兼容 30 余种数据源，轻松应对各类复杂报表场景——帆软、Tableau 的高性价比开源替代。

Excellent quality, 8.0K stars, and a 24 use-case fit score.

The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart:

Excellent quality, 48K stars, and a 24 use-case fit score.

scikit-learn: machine learning in Python

Excellent quality, 66K stars, and a 23 use-case fit score.

🔥 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.

Excellent quality, 24K stars, and a 23 use-case fit score.

🐯 visx | visualization components

Excellent quality, 21K stars, and a 23 use-case fit score.

Open-source JavaScript charting library behind Plotly and Dash

Excellent quality, 18K stars, and a 23 use-case fit score.

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。

Excellent quality, 41K stars, and a 23 use-case fit score.

📊 Interactive JavaScript Charts built on SVG

Excellent quality, 15K stars, and a 23 use-case fit score.

The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis

Excellent quality, 35K stars, and a 23 use-case fit score.

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

Excellent quality, 30K stars, and a 23 use-case fit score.

:bar_chart: A D3-based reusable chart library

Excellent quality, 9.3K stars, and a 22 use-case fit score.

Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

Excellent quality, 21K stars, and a 22 use-case fit score.

JavaScript diagramming library for interactive flowcharts, org charts, design tools, planning tools, visual languages.

Excellent quality, 8.4K stars, and a 22 use-case fit score.

GoAccess is a real-time web log analyzer and interactive viewer that runs in a terminal in *nix systems or through your browser.

Excellent quality, 21K stars, and a 22 use-case fit score.

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

Excellent quality, 20K stars, and a 22 use-case fit score.

📱📈An elegant, interactive and flexible charting library for mobile.

Excellent quality, 8.0K stars, and a 22 use-case fit score.

React components for Chart.js, the most popular charting library

Excellent quality, 6.9K stars, and a 22 use-case fit score.