Dataset containing the number of motor insurance claims and several characteristics for a portfolio of around 669000 policyholders.
mtpl_fr
A data frame with 163212 rows and 14 variables:
policyholder id
number of claims
exposure period, as a fraction of a year
fuel type: diesel or gasoline
brand of the vehicle, 11 levels
region of residence, 22 levels
horsepower of the vehicle, 12 ordered levels
age of the policyholder, in years
bonus-malus level, higher is worse
age of the vehicle, in years
population density of the municipality of residence, in persons per squared kilometer