K Modes Clustering of Customer Data in Health Insurance
Trying to cluster the customer demographics and health illness metrics into cusotmer segments to do pricing
• Techniques: K-Modes Clustering • Tools: Python, Tableau for visualization • Domain: Health Insurance • Keywords: Clustering, K-Modes Clustering, Customer Demographics Clustering, Clustering in Python, K-modes in python, Clustering in insurance
Data Fields:
• Name • Gender • Age • Marital Status • Number of children • Body Mass Index (BMI) • Resident country details • Existing health insurance customer (Y/N) • Number of past health insurance claim made • Yearly premium amount of the person’s health insurance • Physically disabled(Y/N) • Smoker or Past Smoker • Person’s medical history • Family medical history
K Modes Clustering Reference: https://pypi.org/project/kmodes/ '