🚀 500+ curated resources for Data Analysis & Data Science: Python, SQL, Statistics, ML, AI, Visualization, Cheatsheets, Roadmaps, Interview Prep. For beginners and experts.
$ npx skills add PavelGrigoryevDS/awesome-data-analysisAlternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
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Carefully curated resource links for data science in one place
🚀 500+ curated resources for Data Analysis & Data Science: Python, SQL, Statistics, ML, AI, Visualization, Cheatsheets, Roadmaps, Interview Prep. For beginners and experts.
$ npx skills add PavelGrigoryevDS/awesome-data-analysisOpenRefine is a free, open source power tool for working with messy data and improving it
$ npx skills add OpenRefine/OpenRefineClickBench: a Benchmark For Analytical Databases
$ npx skills add ClickHouse/ClickBenchDeepnote 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/
$ npx skills add deepnote/deepnoteMachine learning with dataframes
$ npx skills add skrub-data/skrubDATAGEN: AI-driven multi-agent research assistant automating hypothesis generation, data analysis, and report writing.
$ npx skills add starpig1129/DATAGENBlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.
$ npx skills add BlazingDB/blazingsqlBlazing-fast Data-Wrangling toolkit
$ npx skills add dathere/qsvDrop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads.
$ npx skills add lakehq/sailA portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.
$ npx skills add spiceai/spiceaiCreate full-fledged APIs for slowly moving datasets without writing a single line of code.
$ npx skills add roapi/roapiMulti-class confusion matrix library in Python
$ npx skills add sepandhaghighi/pycmGraphQL support for PostgreSQL
$ npx skills add supabase/pg_graphqlchDB is an in-process OLAP SQL Engine 🚀 powered by ClickHouse
$ npx skills add chdb-io/chdba delightful machine learning tool that allows you to train, test, and use models without writing code
$ npx skills add nidhaloff/igelFlexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
$ npx skills add pandas-dev/pandasHow to choose
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
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.