Alternatives

Data Analyst Roadmap alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Data Analyst Roadmap

I am sharing my Journey of 66DaysofData into Data Analytics by participating in Ken Jee's #66daysofdata challenge

70
Quality
84
Trust
1.0K
Stars
#1

Sweetviz

Similarity 131Trust 93Excellent 100

Visualize and compare datasets, target values and associations, with one line of code.

3.1K starsApr 11, 2026 pushdata-analysisPythonData Visualization
$ npx skills add fbdesignpro/sweetviz
#2

Deepnote

Similarity 131Trust 93Excellent 100

Deepnote is a drop-in replacement for Jupyter with an AI-first design, sleek UI, new blocks, and native data integrations. Use Python, R, and SQL locally in your favorite IDE, then scale to Deepnote cloud for real-time collaboration, Deepnote agent, and deployable data apps. https://deepnote.com/

2.9K starsJun 13, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add deepnote/deepnote
#3

Mito

Similarity 131Trust 91Excellent 100

Jupyter extensions that help you write code faster: Context aware AI Chat, Autocomplete, and Spreadsheet

2.6K starsJun 11, 2026 pushdata-analysisJupyter NotebookData Visualization
$ npx skills add mito-ds/mito
#4

Data Science For Beginners

Similarity 130Trust 96Excellent 100

10 Weeks, 20 Lessons, Data Science for All!

36K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-Beginners
#5

Streamlit

Similarity 130Trust 95Excellent 100

Streamlit β€” A faster way to build and share data apps.

45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#6

Reflex

Similarity 130Trust 95Excellent 100

πŸ•ΈοΈ Web apps in pure Python 🐍

29K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex
#7

Best Of Ml Python

Similarity 129Trust 95Excellent 100

πŸ† A ranked list of awesome machine learning Python libraries. Updated weekly.

24K starsJun 11, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add lukasmasuch/best-of-ml-python
#8

Data Science EBooks

Similarity 128Trust 79Promising 64

Welcome to the Data Science EBooks repository! This collection offers a variety of high-quality ebooks on Data Science, Machine Learning, and AI. Perfect for both beginners and advanced learners, explore these resources to deepen your knowledge and skills.

922 starsNov 30, 2025 pushdata-analysisData VisualizationClaude Code
$ npx skills add aniketpotabatti/Data-Science-EBooks
#9

Data Juicer

Similarity 127Trust 94Excellent 100

Data processing for and with foundation models! 🍎 πŸ‹ 🌽 ➑️ ➑️🍸 🍹 🍷

6.5K starsJun 15, 2026 pushdata-analysisPythonData Analysis
$ npx skills add datajuicer/data-juicer
#10

Pandas AI

Similarity 127Trust 87Excellent 94

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

24K starsOct 28, 2025 pushdata-analysisPythonData Analysis
$ npx skills add sinaptik-ai/pandas-ai
#11

Matplotlib

Similarity 127Trust 92Excellent 100

matplotlib: plotting with Python

23K starsJun 16, 2026 pushdata-analysisPythonData Visualization
$ npx skills add matplotlib/matplotlib
#12

Dtale

Similarity 127Trust 94Excellent 100

Visualizer for pandas data structures

5.2K starsMay 29, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add man-group/dtale
#13

Danfojs

Similarity 126Trust 94Excellent 100

Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.

5.1K starsApr 15, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add javascriptdata/danfojs
#14

Matplotplusplus

Similarity 126Trust 91Excellent 100

Matplot++: A C++ Graphics Library for Data Visualization πŸ“ŠπŸ—Ύ

4.9K starsApr 2, 2026 pushdata-analysisC++Data Analysis
$ npx skills add alandefreitas/matplotplusplus
#15

Seaborn

Similarity 126Trust 92Excellent 100

Statistical data visualization in Python

14K starsJan 22, 2026 pushdata-analysisPythonData Visualization
$ npx skills add mwaskom/seaborn
#16

Rio

Similarity 125Trust 92Excellent 100

WebApps in pure Python. No JavaScript, HTML and CSS needed

3.4K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add rio-labs/rio

How 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 Data Analyst Roadmap 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.