Alternatives

Google Data Analytics alternatives for AI agents.

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

Current skill

Google Data Analytics

google data analytics professional certificate

50
Quality
72
Trust
802
Stars
#1

Data Science For Beginners

Similarity 142Trust 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
#2

Data Analysis And Machine Learning Projects

Similarity 132Trust 83Strong 74

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

6.7K starsJun 21, 2023 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add rhiever/Data-Analysis-and-Machine-Learning-Projects
#3

100 Pandas Puzzles

Similarity 131Trust 87Strong 75

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

3.0K starsJul 10, 2024 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add ajcr/100-pandas-puzzles
#4

Notebooks

Similarity 131Trust 84Excellent 86

interactive notebooks from Planet Engineering

673 starsJun 12, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add planetlabs/notebooks
#5

Pymc Resources

Similarity 130Trust 85Strong 74

PyMC educational resources

2.1K starsDec 23, 2024 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add pymc-devs/pymc-resources
#6

Pydata Notebook

Similarity 130Trust 79Strong 72

利用Python进行数据分析 第二版 (2017) 中文翻译笔记

4.7K starsMay 8, 2018 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add BrambleXu/pydata-notebook
#7

Financial Knowledge Graphs

Similarity 129Trust 79Strong 70

小型金融知识图谱构建流程(neo4j / python / cypher / KG)

3.1K starsJul 7, 2024 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add jm199504/Financial-Knowledge-Graphs
#8

KDEpy

Similarity 129Trust 84Strong 79

Kernel Density Estimation in Python

645 starsMay 6, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add tommyod/KDEpy
#9

Pandas

Similarity 128Trust 98Excellent 100

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
#10

Kangas

Similarity 128Trust 84Strong 71

🦘 Explore multimedia datasets at scale

1.1K starsDec 7, 2024 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add comet-ml/kangas
#11

Fklearn

Similarity 127Trust 90Excellent 97

fklearn: Functional Machine Learning

1.5K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add nubank/fklearn
#12

Imbalanced Learn

Similarity 126Trust 97Excellent 100

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

7.1K starsJun 7, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn-contrib/imbalanced-learn
#13

Gonum

Similarity 126Trust 95Excellent 100

Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more

8.4K starsMay 4, 2026 pushdata-analysisGoData Analysis
$ npx skills add gonum/gonum
#14

ChatLab

Similarity 125Trust 94Excellent 100

Local-first chat history analyzer with AI. | 本地优先的 AI 聊天记录分析工具

6.7K starsJun 14, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add ChatLab/ChatLab
#15

Danfojs

Similarity 124Trust 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
#16

Plotnine

Similarity 124Trust 92Excellent 100

A Grammar of Graphics for Python

4.6K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add has2k1/plotnine

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 Google Data Analytics if it already passes your workflow test and repository review.

Next step

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