Alternatives

Awesome Data Analysis alternatives for AI agents.

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

Current skill

Awesome Data Analysis

πŸš€ 500+ curated resources for Data Analysis & Data Science: Python, SQL, Statistics, ML, AI, Visualization, Cheatsheets, Roadmaps, Interview Prep. For beginners and experts.

100
Quality
93
Trust
1.4K
Stars
#1

Awesome Business Intelligence

Similarity 134Trust 83Strong 74

Actively curated list of awesome BI tools. PRs welcome!

2.3K starsAug 21, 2024 pushdata-analysisData VisualizationClaude Code
$ npx skills add thenaturalist/awesome-business-intelligence
#2

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
#3

Metabase

Similarity 129Trust 92Excellent 100

The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart:

48K starsJun 16, 2026 pushdata-analysisClojureBI
$ npx skills add metabase/metabase
#4

ClickBench

Similarity 128Trust 87Excellent 96

ClickBench: a Benchmark For Analytical Databases

1.0K starsJun 16, 2026 pushdata-analysisHTMLSQL
$ npx skills add ClickHouse/ClickBench
#5

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
#6

Evidence

Similarity 126Trust 91Excellent 100

Business intelligence as code: build fast, interactive data visualizations in SQL and markdown

6.5K starsFeb 18, 2026 pushdata-analysisJavaScriptBI
$ npx skills add evidence-dev/evidence
#7

DataFrame

Similarity 125Trust 93Excellent 100

C++ DataFrame for statistical, financial, and ML analysis in modern C++

3.0K starsJun 13, 2026 pushdata-analysisC++Data Analysis
$ npx skills add hosseinmoein/DataFrame
#8

Awesome Python Data Science

Similarity 125Trust 91Excellent 100

Probably the best curated list of data science software in Python.

3.5K starsApr 13, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add krzjoa/awesome-python-data-science
#9

Mito

Similarity 125Trust 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
#10

Data Science Best Resources

Similarity 125Trust 81Strong 75

Carefully curated resource links for data science in one place

3.2K starsAug 17, 2024 pushdata-analysisSQLClaude Code
$ npx skills add tirthajyoti/Data-science-best-resources
#11

Pretzelai

Similarity 124Trust 80Promising 69

The modern replacement for Jupyter Notebooks

2.2K starsDec 1, 2024 pushdata-analysisTypeScriptBI
$ npx skills add pretzelai/pretzelai
#12

ArcticDB

Similarity 124Trust 89Excellent 100

ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem.

2.4K starsJun 14, 2026 pushdata-analysisC++Data Analysis
$ npx skills add man-group/ArcticDB
#13

Calcite

Similarity 124Trust 93Excellent 100

Apache Calcite

5.1K starsJun 15, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/calcite
#14

Ignite

Similarity 124Trust 93Excellent 100

Apache Ignite

5.1K starsJun 15, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/ignite
#15

DATAGEN

Similarity 124Trust 93Excellent 98

DATAGEN: AI-driven multi-agent research assistant automating hypothesis generation, data analysis, and report writing.

1.8K starsApr 27, 2026 pushdata-analysisPythonData Analysis
$ npx skills add starpig1129/DATAGEN
#16

Yt Channels DS AI ML CS

Similarity 124Trust 80Promising 67

A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.

1.6K starsSep 23, 2022 pushdata-analysisData AnalysisClaude Code
$ npx skills add benthecoder/yt-channels-DS-AI-ML-CS

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 Awesome Data Analysis 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.