K Means Clustering with Mall Customer Segmentation Data

May 10, 2022

Conducted a k means clustering with Mall customer segmentation data retrieved from Kaggle. K=5 was picked based on WSS, and the data has been split into 5 different groups:

Cluster	Description
0	Average spending score with Average annual income
1	Lower than average spending socre with high annual income
2	High spending score with higher than average annual income
3	Lower than average spending score with low annual income
4	High spending score with lower than average annual income

Click to view the process and results in-depth