- Data Description: The data at hand contains medical costs of people characterized by certain attributes.
- Domain: Healthcare
- Context: Leveraging customer information is paramount for most businesses. In the case of an insurance company, attributes of customers like the ones mentioned below can be crucial in making business decisions.
- "age": age of primary beneficiary
- "sex": insurance contractor gender, female, male
- "bmi": Body mass index, providing an understanding of body, weights that are relatively high or low relative to height, objective index of body weight (kg / m ^ 2) using the ratio of height to weight, ideally 18.5 to 24.9
- "children": Number of children covered by health insurance / Number of dependents
- "smoker": Smoking
- "region": the beneficiary's residential area in the US, northeast, southeast, southwest, northwest.
- "expenses": Individual medical costs billed by health insurance.
Exploratory Data analysis to explore and generate value out of this data