Data Analytics

Table Of Contents

• Analytics with Google BigQuery

  • Customer Analtics with Google BigQuery
    • Customer Segmentation Analysis using RFM Score

• Analytics with Python

  • Retention Analysis
  • Web Scrapping

Data Analytics

Data Analytics Use Cases

1. Resource Planning

   1. Forecasting and Optimization

2. 236 degrees view of Customer Metrics and Insights

   1. Customer Acquisition and Retention

3. Product Recommendations

4. Fraud Prediction and Prevention

Popular Open Source Data Sources

Index	Name	Source	Description
1	LinkedIn Data Analyst jobs listings	Kaggle	More than 8400 rows of data analyst jobs from USA, Canada and Africa
2	Netflix Movies and TV Shows	Kaggle	Listings of movies and tv shows on Netflix - Regularly Updated
3	Supermarket sales	Kaggle	Historical record of sales data in 3 different supermarkets
4	FIFA 22 complete player dataset	Kaggle	19k+ players, 100+ attributes extracted from the latest edition of FIFA