Alternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
PyGWalker: Turn your dataframe into an interactive UI for visual analysis
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/pandas10 Weeks, 20 Lessons, Data Science for All!
$ npx skills add microsoft/Data-Science-For-BeginnersTurn 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.
$ npx skills add K-Dense-AI/scientific-agent-skillsBuild and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
$ npx skills add gradio-app/gradioscikit-learn: machine learning in Python
$ npx skills add scikit-learn/scikit-learnStreamlit — A faster way to build and share data apps.
$ npx skills add streamlit/streamlit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。
$ npx skills add 666ghj/BettaFishAKShare 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/akshare🕸️ Web apps in pure Python 🐍
$ npx skills add reflex-dev/reflexcuDF - GPU DataFrame Library
$ npx skills add rapidsai/cudfOpen-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.
$ npx skills add airbytehq/airbyteStatsmodels: statistical modeling and econometrics in Python
$ npx skills add statsmodels/statsmodels🔥 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/dataeaseOpen-source JavaScript charting library behind Plotly and Dash
$ npx skills add plotly/plotly.jsThe Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis
$ npx skills add gchq/CyberChef🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
$ npx skills add lukasmasuch/best-of-ml-pythonHow 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 Pygwalker 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.
Alternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
PyGWalker: Turn your dataframe into an interactive UI for visual analysis
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/pandas10 Weeks, 20 Lessons, Data Science for All!
$ npx skills add microsoft/Data-Science-For-BeginnersTurn 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.
$ npx skills add K-Dense-AI/scientific-agent-skillsBuild and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
$ npx skills add gradio-app/gradioscikit-learn: machine learning in Python
$ npx skills add scikit-learn/scikit-learnStreamlit — A faster way to build and share data apps.
$ npx skills add streamlit/streamlit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。
$ npx skills add 666ghj/BettaFishAKShare 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/akshare🕸️ Web apps in pure Python 🐍
$ npx skills add reflex-dev/reflexcuDF - GPU DataFrame Library
$ npx skills add rapidsai/cudfOpen-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.
$ npx skills add airbytehq/airbyteStatsmodels: statistical modeling and econometrics in Python
$ npx skills add statsmodels/statsmodels🔥 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/dataeaseOpen-source JavaScript charting library behind Plotly and Dash
$ npx skills add plotly/plotly.jsThe Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis
$ npx skills add gchq/CyberChef🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
$ npx skills add lukasmasuch/best-of-ml-pythonHow 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 Pygwalker 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.