Australian Car Claims Data

The dataset is part of the {insuranceData} R package publicly available on CRAN.

It contains 67k rows and ten columns:

veh_value: vehicle value, in $10,000s
exposure: 0-1
clm: occurrence of claim (0 = no, 1 = yes)
numclaims: number of claims
claimcst0: claim amount (0 if no claim)
veh_body: vehicle body, coded as BUS CONVT COUPE HBACK HDTOP MCARA MIBUS PANVN RDSTR SEDAN STNWG TRUCK UTE
veh_age: 1 (youngest), 2, 3, 4
gender: a factor with levels F M
area: a factor with levels A B C D E F
agecat: 1 (youngest), 2, 3, 4, 5, 6

Reference: De Jong P., Heller G.Z. (2008), Generalized linear models for insurance data, Cambridge University Press

R code to store the data

library(insuranceData)
library(arrow)

data("dataCar")
dataCar |> head()
write_parquet(dataCar[-ncol(dataCar)], sink = "dataCar.parquet")