datawhalechina/joyful-pandas resource
pandas中文教程 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 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2405
- days_rel: n/a
- days_push: 861
- n_releases_24m: 0
Adoption not part of the score
5183 stars · 1922 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
Joyful-Pandas is a comprehensive Chinese-language tutorial for the pandas data analysis library, available as Jupyter notebooks, PDF, and a printed book. It covers Python/NumPy foundations, core pandas operations (indexing, grouping, reshaping, joining), and special data types (missing, text, categorical, time series), plus visualization, feature engineering, and performance optimization.
Use cases
- learn pandas from scratch in Chinese
- practice pandas with exercises and solutions
- understand pandas grouping and reshaping operations
- learn time series handling in pandas
- optimize pandas code performance
- prepare for data analysis work with pandas
When to choose
- you want a structured, exercise-driven pandas tutorial in Chinese
- you need coverage from beginner Python/NumPy basics to advanced pandas topics
- you prefer learning with datasets and reference answers included
When to avoid
- you need English-language documentation
- you want an interactive tool rather than a tutorial
- you need official API reference material
Facets
learning-resource · maturity stable
data-science developer-tools data-science tutorials education python cross-platform pandas tutorial chinese jupyter-notebook data-analysis datawhale
2 sources
- readme: https://github.com/datawhalechina/joyful-pandas · fetched 2026-08-28 · 842eeed63d10
- homepage: http://inter.joyfulpandas.datawhale.club/ · fetched 2026-08-29 · cc6bee2d70c2
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| datawhalechina/joyful-pandas | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="datawhalechina/joyful-pandas")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem