Using telematics data. we study the relationship between claim frequency and distance driven through different models by observing smooth functions. We used Generalized Additive Models (GAM) for a Poisson distribution. and Generalized Additive Models for Location. https://www.roneverhart.com/Magneto-Hana-42-Pintail-Longboard/