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AllenDowney/ThinkStats resource

Notebooks for the third edition of Think Stats observed · 2026-08-28

github.com/AllenDowney/ThinkStats · homepage · Jupyter Notebook · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

54/100

  • Activity 67
  • Release rhythm 35
  • Longevity 57

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: 810
  • days_rel: n/a
  • days_push: 201
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1048 stars · 175 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Jupyter notebooks, data files, and supplementary material for the third edition of Think Stats, a free online book introducing probability and statistics to Python programmers. The notebooks are runnable on Colab and include case studies with real datasets plus optional solutions.

Use cases

  • learn probability and statistics with python
  • learn statistics for data analysis
  • introductory statistics textbook with runnable notebooks
  • practice exploratory data analysis on real datasets
  • time series analysis tutorial in python
  • teach myself statistics as a programmer

When to choose

  • you know basic Python and want to learn statistics hands-on
  • you prefer runnable notebooks over dry theory
  • you want free, openly licensed learning material with solutions available

When to avoid

  • you need a rigorous mathematical treatment with proofs
  • you don't use Python at all
  • you need a reference manual rather than a tutorial

Facets

learning-resource · maturity active

data-science math developer-tools data-science education tutorials python cross-platform statistics probability jupyter-notebooks textbook exploratory-data-analysis time-series web

2 sources

Member repositories

RepositoryRoleHealth v2
AllenDowney/ThinkStatsmain54

For agents

markdown · JSON · MCP: product_card(name="AllenDowney/ThinkStats")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem