Analysis and clustering of Customer data based on loyalty card data from a store.
Use of KMeans clustering algorithm.
3 methods of analysing the characteristics of each cluster:
- Plotting data for each column in each cluster
- Using cluster centers as a representative for each cluster
- Using a Decision Tree Classifier to "predict" the cluster, to be able to interpret what constitutes each cluster