TurboWay/bigdata_analyse resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

5325 stars · 781 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A collection of hands-on big data analysis projects in Python, SQL, and HQL, each with documentation, datasets, and full pipelines from cleaning to visualization. Covers batch and real-time processing with tools like Hive, Flink, Kafka, pandas, and pyecharts.

Use cases

• learn big data analysis with real datasets
• practice user behavior analytics on e-commerce data
• build a real-time analytics pipeline with flink and kafka
• practice data cleaning and visualization with pandas and pyecharts
• learn hive sql for offline data analysis
• do a covid-19 data analysis project
• practice machine learning prediction on job market data

When to choose

• you want guided end-to-end data analysis projects with downloadable datasets
• you are learning python, sql, or hql for data analysis
• you want exposure to both batch (hive, pandas) and streaming (flink, kafka) processing

When to avoid

• you need a production-ready analytics platform or library
• you need actively maintained code with recent updates
• you need English-language documentation

Facets

learning-resource · maturity maintenance

data-science etl data-visualization streaming machine-learning data-science data-visualization big-data analytics tutorials python cross-platform jupyter-notebook hive flink kafka pandas pyecharts practice-projects datasets chinese data-engineering

Member repositories

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