Alternatives

Data Science Best Resources alternatives for AI agents.

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

Current skill

Data Science Best Resources

Carefully curated resource links for data science in one place

75
Quality
81
Trust
3.2K
Stars
#1

Awesome Data Analysis

Similarity 130Trust 93Excellent 100

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

1.4K starsJun 2, 2026 pushdata-analysisSQLClaude Code
$ npx skills add PavelGrigoryevDS/awesome-data-analysis
#2

OpenRefine

Similarity 129Trust 98Excellent 100

OpenRefine is a free, open source power tool for working with messy data and improving it

12K starsJun 12, 2026 pushdata-analysisJavaData Analysis
$ npx skills add OpenRefine/OpenRefine
#3

ClickBench

Similarity 128Trust 87Excellent 96

ClickBench: a Benchmark For Analytical Databases

1.0K starsJun 16, 2026 pushdata-analysisHTMLSQL
$ npx skills add ClickHouse/ClickBench
#4

Deepnote

Similarity 125Trust 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
#5

Skrub

Similarity 124Trust 93Excellent 100

Machine learning with dataframes

1.6K starsJun 11, 2026 pushdata-analysisPythonData Analysis
$ npx skills add skrub-data/skrub
#6

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
#7

Blazingsql

Similarity 123Trust 82Strong 73

BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.

2.0K starsSep 16, 2022 pushdata-analysisC++SQL
$ npx skills add BlazingDB/blazingsql
#8

Qsv

Similarity 123Trust 91Excellent 100

Blazing-fast Data-Wrangling toolkit

3.7K starsJun 16, 2026 pushdata-analysisRustSQL
$ npx skills add dathere/qsv
#9

Sail

Similarity 123Trust 93Excellent 100

Drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads.

3.0K starsJun 16, 2026 pushdata-analysisRustSQL
$ npx skills add lakehq/sail
#10

Spiceai

Similarity 123Trust 93Excellent 100

A portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.

3.0K starsJun 16, 2026 pushdata-analysisRustSQL
$ npx skills add spiceai/spiceai
#11

Roapi

Similarity 123Trust 91Excellent 100

Create full-fledged APIs for slowly moving datasets without writing a single line of code.

3.4K starsMar 25, 2026 pushdata-analysisRustSQL
$ npx skills add roapi/roapi
#12

Pycm

Similarity 123Trust 90Excellent 97

Multi-class confusion matrix library in Python

1.5K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add sepandhaghighi/pycm
#13

Pg Graphql

Similarity 123Trust 89Excellent 100

GraphQL support for PostgreSQL

3.3K starsJun 3, 2026 pushdata-analysisRustSQL
$ npx skills add supabase/pg_graphql
#14

Chdb

Similarity 123Trust 91Excellent 100

chDB is an in-process OLAP SQL Engine 🚀 powered by ClickHouse

2.7K starsJun 10, 2026 pushdata-analysisPythonSQL
$ npx skills add chdb-io/chdb
#15

Igel

Similarity 122Trust 89Excellent 88

a delightful machine learning tool that allows you to train, test, and use models without writing code

3.1K starsDec 7, 2025 pushdata-analysisPythonData Analysis
$ npx skills add nidhaloff/igel
#16

Pandas

Similarity 122Trust 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

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 Science Best Resources if it already passes your workflow test and repository review.

Next step

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