#1
Statistical data visualization in Python
14K starsJan 22, 2026 pushdata-analysisPythonData Visualization
$ npx skills add mwaskom/seabornAlternatives
PHATE alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
PHATE
PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high dimensional data.
70
Quality
81
Trust
552
Stars
#2
Python Data. Leaflet.js Maps.
7.4K starsJun 15, 2026 pushdata-analysisPythonData Visualization
$ npx skills add python-visualization/folium#3
Vizro is a low-code toolkit for building high-quality data visualization apps.
3.7K starsJun 16, 2026 pushdata-analysisPythonData Visualization
$ npx skills add mckinsey/vizro#4
matplotlib: plotting with Python
23K starsJun 16, 2026 pushdata-analysisPythonData Visualization
$ npx skills add matplotlib/matplotlib#5
Matplotlib 3.1 cheat sheet.
2.9K starsSep 30, 2020 pushdata-analysisPythonData Visualization
$ npx skills add rougier/matplotlib-cheatsheet#6
10 Weeks, 20 Lessons, Data Science for All!
36K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-Beginners#7
Supercharge BigQuery with BigFunctions
759 starsApr 13, 2026 pushdata-analysisPythonData Visualization
$ npx skills add unytics/bigfunctions#8
Book_6_《数据有道》 | 鸢尾花书：从加减乘除到机器学习；欢迎大家批评指正！纠错多的同学会得到赠书感谢！
2.7K starsMay 1, 2026 pushdata-analysisJupyter NotebookData Visualization
$ npx skills add Visualize-ML/Book6_First-Course-in-Data-Science#9
The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.
589 starsJun 12, 2026 pushdata-analysisPythonData Visualization
$ npx skills add ARM-DOE/pyart#10
🎨 A succinct matplotlib wrapper for making beautiful, publication-quality graphics
1.2K starsFeb 27, 2025 pushdata-analysisPythonData Visualization
$ npx skills add proplot-dev/proplot#11
”数学不难“ 之 《线性代数不难》上下册，66话题完册；欢迎批评指正
2.3K starsMay 1, 2026 pushdata-analysisJupyter NotebookData Visualization
$ npx skills add Visualize-ML/Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization#12
Build and share data reports in 100% Python
1.4K starsOct 16, 2023 pushdata-analysisPythonData Visualization
$ npx skills add datapane/datapane#13
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
49K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas#14
Streamlit — A faster way to build and share data apps.
45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit#15
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
113K starsMay 28, 2026 pushdata-analysisShellData Visualization
$ npx skills add d3/d3#16
A Python toolbox for gaining geometric insights into high-dimensional data
1.9K starsJan 29, 2026 pushdata-analysisPythonData Visualization
$ npx skills add ContextLab/hypertoolsHow to choose
When should you switch?
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 PHATE if it already passes your workflow test and repository review.
Next step
Compare top candidates side by side
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.