Project 1: Medical Insurance

Analysis of US medical insurance data.

Distribution analysis of non-monetary factors

1. BMI categories
2. Smokers
3. Children
4. Regions
5. Genders
6. Ages

Distribution analysis of insurance premiums

1. Overall view on premiums
2. Analysis of 20 groups of policy holders (2 genders, 2 smoking status, 5 BMI categories)
3. K-means clustering
4. Analysis of smokers and obesity in each insurance premiums band
5. Analysis of BMI categories in each insurance premiums band

Insurance premium loading for smokers

1. Insurance premium loading for smokers

Fulfillment of course requirement

Data Scientist: Analytics Specialist course at http://www.codecademy.com.