Data Analysis

Some data analysis projects, includes simple business analysis in different field.

• Target:

  Improve data processing, data analysis, data visualization capabilities, and increase the practical experience of big data batch processing and stream processing

• Technology stack: Python (pandas, matplotlib), Excel, Tableau, Hive, SQL

0. MOMO user analysis

Deploy Hadoop, Hive. Import and ETL data through DataGrip base on Hive, and finally create a simple dashboard through Tableau

1. Banke takeaway data analysis

Use Excel, Tableau to crate analysis report

2. Tmall order data analysis

Clean and analyse the data by panda, and data visualize by matplotlib, create simple report by Excel

3. COVID-19 data analysis

Use pandas clean and analyze the data and visualize data by matplotlib and tableau

continue to update...

4. Real-time analysis of 10 million Taobao user behavior data

5. 100 million Taobao user behavior data analysis

6. Data analysis of 1.3 million Shenzhen pass credit cards

7. 100,000 Xiamen recruitment data analysis

8. Data analysis of 1.3 million Shenzhen pass credit cards