Web App: https://customer-personality-clustering-analysis.streamlit.app/
Goal:
- Cluster customers into groups based on their personality
- Predict the personality of a customer
- Use multiple models to cluster customers
- Write explanation and description about the customers personality of each cluster
- Visualize and analyze every cluster based on the features
- Give recommendation for the company based on the analysis and clustering result
- Deploy the model on the web app
Model:
- KMeans Clustering (used on the web app)
- Agglomerative Clustering
- Birch Clustering