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justmarkham/pandas-videos resource

Jupyter notebook and datasets from the pandas video series observed · 2026-08-28

github.com/justmarkham/pandas-videos · homepage · Jupyter Notebook observed · 2026-08-28

Health v2 · maintenance only

32/100

  • Activity 0
  • Release rhythm 35
  • Longevity 100

Flags: no_releases 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: 3807
  • days_rel: n/a
  • days_push: 911
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

2251 stars · 1924 forks observed · 2026-08-28

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

A collection of Jupyter notebooks and datasets accompanying Kevin Markham's Python pandas video series on YouTube. It serves as a free learning resource for pandas, with an optional companion online course.

Use cases

  • learn pandas from scratch with video tutorials
  • follow along with pandas notebooks and datasets
  • learn how to filter, sort, and group data in pandas
  • understand pandas indexes and handling missing values
  • practice data cleaning and analysis in Python
  • find answers to common pandas questions

When to choose

  • you are a beginner learning pandas for data analysis in Python
  • you prefer video-based tutorials with runnable notebooks
  • you want short, focused lessons on specific pandas topics

When to avoid

  • you need production data pipeline code rather than educational material
  • you want a maintained software library or tool
  • you need advanced or up-to-date pandas features beyond the series scope

Facets

learning-resource · maturity stable

data-science data-science tutorials education python pandas jupyter-notebook video-series tutorial data-analysis data-cleaning

2 sources

Member repositories

RepositoryRoleHealth v2
justmarkham/pandas-videosmain32

For agents

markdown · JSON · MCP: product_card(name="justmarkham/pandas-videos")

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