资源介绍
Context In the dataset freMTPL2freq risk features and claim numbers were collected for 677,991 motor third-part liability policies (observed on a year). Content freMTPL2freq contains 11 columns (+IDpol): ? IDpol The policy ID (used to link with the claims dataset). ? ClaimNb Number of claims during the exposure period. ? Exposure The exposure period. ? Area The area code. ? VehPower The power of the car (ordered categorical). ? VehAge The vehicle age, in years. ? DrivAge The driver age, in years (in France, people can drive a car at 18). ? BonusMalus Bonus/malus, between 50 and 350: <100 means bonus, >100 means malus in France. ? VehBrand The car brand (unknown categories). ? VehGas The car gas, Diesel or regular. ? Density The density of inhabitants (number of inhabitants per km2) in the city the driver of the car lives in. ? Region The policy regions in France (based on a standard French classification) Acknowledgements Source: R-Package CASDatasets, Version 1.0-6 (2016) by Christophe Dutang [aut, cre], Arthur Charpentier [ctb] Inspiration The Swiss Actuarial Society's data science tutorials ( https://www.actuarialdatascience.org/ADS-Tutorials/ ) are build on the original dataset (see above) . This copy enables the use of notebooks (kernels) to further study this interesting topic.
