jakevdp/PythonDataScienceHandbook resource
Python Data Science Handbook: full text in Jupyter Notebooks observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 3675
- days_rel: n/a
- days_push: 798
- n_releases_24m: 0
Adoption not part of the score
49705 stars · 19092 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
The full text of Jake VanderPlas's Python Data Science Handbook, freely available as Jupyter notebooks covering IPython, NumPy, Pandas, Matplotlib, and Scikit-Learn. It can be read online, run locally, or executed via Google Colab or Binder.
Use cases
- learn pandas for data manipulation
- learn numpy array computing
- learn matplotlib data visualization
- learn scikit-learn machine learning basics
- free python data science book with runnable notebooks
- introduction to ipython and jupyter workflows
When to choose
- you want a free, well-regarded introduction to the core Python data science stack
- you prefer learning through executable Jupyter notebooks
- you need a reference for NumPy, Pandas, Matplotlib, or Scikit-Learn fundamentals
When to avoid
- you need up-to-date coverage of the latest library APIs (the book was written for Python 3.5-era versions)
- you want advanced or specialized machine learning topics beyond the fundamentals
- you need a formal course with exercises and grading
Facets
learning-resource · maturity maintenance
data-science data-visualization machine-learning nlp data-science tutorials education data-visualization machine-learning python cross-platform jupyter-notebooks numpy pandas matplotlib scikit-learn ipython free-book oreilly web
2 sources
- readme: https://github.com/jakevdp/PythonDataScienceHandbook · fetched 2026-08-28 · 3d3a3f13d8c8
- homepage: http://jakevdp.github.io/PythonDataScienceHandbook · fetched 2026-08-28 · 40932823d352
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| jakevdp/PythonDataScienceHandbook | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="jakevdp/PythonDataScienceHandbook")
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