Market Basket Analysis

This is an analysis of the goods purchased by customers in a market. In this analysis, I try to group what items are purchased and try to identify the basket of items that are often purchased.

Market Analysis - Business Decision Research

This is an analysis of potential customer churn. In this analysis, I try to identify customers who have the potential to churn.

Covid Data Exploration

In this analysis, I explore Covid data in the world and ASEAN. Furthermore, with a different approach, I tried to explore the data on covid in Indonesia as well..

Shopping Basket Recommendation

In this project, I created a recommendation system using a machine learning algorithm. The system applied adapts to the market basket analysis with its correlation to make recommendations.