#1
10 Weeks, 20 Lessons, Data Science for All!
36K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-BeginnersAlternatives
Plotlydash Flask Tutorial alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Plotlydash Flask Tutorial
📊📉 Embed Plotly Dash into your Flask applications.
48
Quality
67
Trust
491
Stars
#2
🕸️ Web apps in pure Python 🐍
29K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex#3
The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart:
48K starsJun 30, 2026 pushdata-analysisClojureBI
$ npx skills add metabase/metabase#4
Open-source JavaScript charting library behind Plotly and Dash
18K starsJun 16, 2026 pushdata-analysisJavaScriptData Visualization
$ npx skills add plotly/plotly.js#5
PyGWalker: Turn your dataframe into an interactive UI for visual analysis
16K starsJun 20, 2026 pushdata-analysisPythonData Analysis
$ npx skills add Kanaries/pygwalker#6
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#7
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.
74K starsJun 15, 2026 pushdata-analysisTypeScriptBI
$ npx skills add grafana/grafana#8
✨ Innovative and open-source visualization application that transforms various data formats, such as JSON, YAML, XML and CSV into interactive graphs.
44K starsJun 15, 2026 pushdata-analysisTypeScriptCSV
$ npx skills add AykutSarac/jsoncrack.com#9
Streamlit — A faster way to build and share data apps.
45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit#10
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#11
🔥 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.
24K starsJun 16, 2026 pushdata-analysisJavaBI
$ npx skills add dataease/dataease#12
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
24K starsJun 11, 2026 pushdata-analysisData AnalysisOpenAI Agents
$ npx skills add lukasmasuch/best-of-ml-python#13
🐯 visx | visualization components
21K starsJun 15, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add airbnb/visx#14
GoAccess is a real-time web log analyzer and interactive viewer that runs in a terminal in *nix systems or through your browser.
21K starsJun 11, 2026 pushdata-analysisCData Analysis
$ npx skills add allinurl/goaccess#15
Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.
12K starsJun 16, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add keplergl/kepler.gl#16
WebGL2 powered visualization framework
14K starsJun 16, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add visgl/deck.glHow 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 Plotlydash Flask Tutorial 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.