Top #data-analysis Tools & Software

scikit-learn

github

scikit-learn: machine learning in Python

TrendRadar

github

⭐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。

pandas

github

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

metabase

github

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

streamlit

github

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

gradio

github

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

BettaFish

github

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。

AI-Expert-Roadmap

github

Roadmap to becoming an Artificial Intelligence Expert in 2022

pandas-ai

github

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

best-of-ml-python

github

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

airbyte

github

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.

goaccess

github

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