fonnesbeck/statistical-analysis-python-tutorial resource
Statistical Data Analysis in Python observed · 2026-08-28
Health v2 · maintenance only
10/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases archived no_license
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: 4830
- days_rel: n/a
- days_push: 4018
- n_releases_24m: 0
Adoption not part of the score
1738 stars · 958 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A set of IPython notebook materials from a SciPy 2013 tutorial by Christopher Fonnesbeck teaching statistical data analysis in Python. It covers Pandas data manipulation, plotting with Pandas and Matplotlib, and statistical modeling with NumPy, SciPy, and Pandas.
Use cases
- learn pandas for data analysis
- tutorial on statistical analysis in python
- learn data wrangling with pandas dataframes
- learn plotting and visualization with matplotlib
- learn to fit data to probability distributions
- introduction to bootstrapping methods in python
- hands-on notebooks for cleaning and transforming datasets
When to choose
- you are a new Python user wanting an end-to-end introduction to data analysis with Pandas
- you prefer hands-on notebook materials with sample datasets
- you want a free self-paced course covering wrangling, visualization, and modeling
When to avoid
- you need up-to-date Pandas/Matplotlib APIs, since the material dates from 2013
- you want a maintained library or tool rather than tutorial content
- you need advanced or modern Bayesian workflows beyond the brief modeling introduction
Facets
learning-resource · maturity abandoned
data-science data-visualization nlp data-science tutorials education python cross-platform pandas statistics ipython-notebooks scipy matplotlib bayesian tutorial-materials
1 source
- readme: https://github.com/fonnesbeck/statistical-analysis-python-tutorial · fetched 2026-08-28 · c48cdc1cae5b
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| fonnesbeck/statistical-analysis-python-tutorial | main | 10 |
For agents
markdown · JSON · MCP: product_card(name="fonnesbeck/statistical-analysis-python-tutorial")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem