Alternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
10 Weeks, 20 Lessons, Data Science for All!
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
$ npx skills add pandas-dev/pandasStreamlit — A faster way to build and share data apps.
$ npx skills add streamlit/streamlitscikit-learn: machine learning in Python
$ npx skills add scikit-learn/scikit-learn🕸️ Web apps in pure Python 🐍
$ npx skills add reflex-dev/reflex🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
$ npx skills add lukasmasuch/best-of-ml-pythonmatplotlib: plotting with Python
$ npx skills add matplotlib/matplotlibBuild and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
$ npx skills add gradio-app/gradioAKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
$ npx skills add akfamily/akshareOpenRefine is a free, open source power tool for working with messy data and improving it
$ npx skills add OpenRefine/OpenRefineJupyter Interactive Notebook
$ npx skills add jupyter/notebookStatsmodels: statistical modeling and econometrics in Python
$ npx skills add statsmodels/statsmodelsWeFlow - 一个本地的微信聊天记录导出和年度报告应用
$ npx skills add hicccc77/WeFlowBring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
$ npx skills add d3/d3$ npx skills add apache/flinkDuckDB is an analytical in-process SQL database management system
$ npx skills add duckdb/duckdb🔥 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.
$ npx skills add dataease/dataeaseHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Data Science For Beginners if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.