datawhalechina/hands-on-data-analysis resource
动手学数据分析以项目为主线，知识点孕育其中，通过边学、边做、边引导来得到更好的学习效果 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: 2241
- days_rel: n/a
- days_push: 826
- n_releases_24m: 0
Adoption not part of the score
1524 stars · 384 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
An open-source Chinese-language hands-on course from Datawhale that teaches data analysis through project-based Jupyter notebooks covering pandas/numpy basics, data cleaning, visualization, and sklearn modeling. It pairs course exercises with reference answers and is designed for group learning.
Use cases
- learn pandas and numpy for data analysis
- beginner course on the data analysis workflow
- practice data cleaning and feature engineering
- learn exploratory data analysis with real datasets
- get started with sklearn modeling and model evaluation
- follow a structured data analysis tutorial with exercises and answers
When to choose
- you are a beginner wanting a guided, project-driven introduction to data analysis in Python
- you prefer learning by doing with Jupyter notebooks and reference solutions
- you want a free course covering the full pipeline from loading data to modeling and evaluation
When to avoid
- you need advanced or production-grade data engineering or MLOps material
- you require a maintained software library or tool rather than course content
- you need English-language instruction or a formally licensed resource
Facets
learning-resource · maturity active
data-science etl machine-learning data-visualization data-science tutorials education python cross-platform pandas numpy sklearn jupyter-notebooks data-cleaning exploratory-data-analysis chinese datawhale hands-on-course
1 source
- readme: https://github.com/datawhalechina/hands-on-data-analysis · fetched 2026-08-28 · bff965a66ec4
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| datawhalechina/hands-on-data-analysis | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="datawhalechina/hands-on-data-analysis")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem