Collections/The Data Stack, Done Right
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The Data Stack, Done Right

Six open-source projects that cover the full journey of data, from wrangling and querying to large-scale processing and the dashboards that make it all make sense.

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Created by Sanjeet Pal Singh
updated 5 hours ago
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Projects in this collection

Ranked by the curator, with their reason for including each one.

1
pandasPython
New49.7K GitHub starsBSD-3-Clause
Why Sanjeet Pal Singh included it: Still the default way most people touch data in Python, with an expressive, battle-tested API that everything else in the ecosystem builds on.
2
duckdbC++
New41K GitHub starsMIT
Why Sanjeet Pal Singh included it: An in-process analytical database that turns a single laptop into a serious query engine, with a rich SQL dialect and zero setup.
3
sparkScala
New44K GitHub starsApache-2.0
Why Sanjeet Pal Singh included it: The unified engine for large-scale data processing, offering SQL, DataFrames, streaming, and machine learning under one well-maintained roof.
4
supersetPython
New74.7K GitHub starsApache-2.0
Why Sanjeet Pal Singh included it: An enterprise-ready BI platform that lets analysts explore, chart, and dashboard data from nearly any database without vendor lock-in.
5
metabaseClojure
New49.1K GitHub starsOther
Why Sanjeet Pal Singh included it: The friendliest way to let non-technical teammates ask questions of company data, with a polished self-hosted experience.
6
d3Shell
New113.7K GitHub starsISC
Why Sanjeet Pal Singh included it: The foundational visualization library whose low-level, standards-based approach underpins a generation of charts and interactive data storytelling on the web.