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chris1610/pbpython resource

Code, Notebooks and Examples from Practical Business Python observed · 2026-08-28

github.com/chris1610/pbpython · homepage · Jupyter Notebook · BSD-3-Clause (permissive) 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: 4132
  • days_rel: n/a
  • days_push: 1276
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1992 stars · 965 forks observed · 2026-08-28

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

A collection of code, Jupyter notebooks, and examples accompanying the Practical Business Python blog (pbpython.com), which teaches Python for business data analysis. It covers pandas, Excel integration, data visualization, and related data-science workflows.

Use cases

  • learn pandas for business data analysis
  • convert Excel workflows to Python scripts
  • find pandas groupby examples and pitfalls
  • generate Excel reports from Jupyter notebooks
  • learn data visualization with matplotlib and seaborn
  • get started with polars as a pandas alternative
  • apply scikit-learn to business problems

When to choose

  • you are a business analyst or non-CS professional learning Python for data work
  • you want practical, example-driven tutorials on pandas and Excel automation
  • you need copy-paste notebook examples for common reporting tasks

When to avoid

  • you need a production-ready library or package to install
  • you want a structured course with exercises rather than blog posts
  • you need cutting-edge or continuously updated material

Facets

learning-resource · maturity maintenance

data-science data-visualization etl data-science tutorials education analytics python pandas jupyter-notebooks excel business-analysis blog-examples scikit-learn polars

3 sources

Member repositories

RepositoryRoleHealth v2
chris1610/pbpythonmain32

For agents

markdown · JSON · MCP: product_card(name="chris1610/pbpython")

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