# hi-weijun/PythonDataScience-Collections

最全数据分析资料汇总（含python、爬虫、数据库、大数据、tableau、统计学等）

Repository: https://github.com/hi-weijun/PythonDataScience-Collections
Canonical: https://ross.abutalabs.com/products/pythondatascience-collections
Homepage: https://zhuanlan.zhihu.com/p/69869004
License Family: other
Last push: 2026-05-13T15:04:31+00:00

## Health v2 (maintenance only)
Score: 69/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 82, release rhythm 35, longevity 100
- inputs: {"age_days": 2448, "days_push": 112, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2795, forks 411 (observed 2026-08-28T04:07:22.335630+00:00)

## What it is
A curated Chinese-language collection of links and resources for Python data analysis, covering Python basics, web scraping, visualization, machine learning, databases, Tableau, big data, statistics, quantitative finance, and geospatial analysis. It is an awesome-list style repository of tutorials, books, and references rather than software.

## Use cases
- find tutorials to learn python for data analysis
- curated list of python web scraping resources
- learn data visualization and tableau materials
- study statistics and machine learning for data science
- find datasets and apis for data analysis practice
- learn big data and database resources in chinese

## When to choose
- you want a curated index of Chinese-language data science learning materials
- you are a beginner looking for tutorials across the whole data analysis stack
- you need quick links to books, docs, and courses on scraping, visualization, or statistics

## When to avoid
- you need runnable software, libraries, or code rather than links
- you require English-only resources
- you need a maintained course with structured lessons instead of a link collection

## Facets
- artifact type: learning-resource
- maturity: active
- function: data-science, web-scraping, data-visualization, machine-learning, etl
- domain: data-science, tutorials, awesome-lists, big-data, education
- platform: python
- tags: curated-links, chinese-language, statistics, tableau, geospatial, quantitative-finance, databases

## Member repositories
- hi-weijun/PythonDataScience-Collections (main) score 69

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:22.335630+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T08:14:40.453103+00:00, confidence not recorded.
  - readme: https://github.com/hi-weijun/PythonDataScience-Collections (fetched 2026-08-28T04:07:22.335630+00:00, sha 73b20ac8f59c)
- Data as of 2026-08-30T08:39:29.467469+00:00.