Two Brazilian datasets for vehicle insurance

brvehins1's , brvehins2's are dataframes containing policy data based on the AUTOSEG (an acronym for Statistical System for Automobiles) and can be accessed online (www2.susep.gov.br/menuestatistica/Autoseg, accessed February 2013). Each record includes risk features, claim amount and claim history for year 2011. The dataset brvehins1 of 1,965,355 vehicle insurance policies has been splitted (randomly) in five datasets of 393,071 policies : brvehins1a, brvehins1b, brvehins1c, brvehins1d, brvehins1e. The dataset brvehins2 of 2,667,752 policies has also been splitted (randomly) in four datasets of 666,938 policies : brvehins2a, brvehins2b, brvehins2c, brvehins2d.

Usage

data(brvehins1a)
data(brvehins1b)
data(brvehins1c)
data(brvehins1d)
data(brvehins1e)

data(brvehins2a)
data(brvehins2b)
data(brvehins2c)
data(brvehins2d)

Format

brvehins1's contains 23 columns:

Gender: A character string ("factor") for the gender (also indicate corporate policies).
DrivAge: A character string ("factor") for the driver age group.
VehYear: A numeric for the vehicle year.
FullVehCode: A character string ("factor") for the full vehicle code.
VehCode: A character string ("factor") for the vehicle group.
Area: Local area name ("factor").
State: A character string for the state name ("factor").
StateAb: Abbreviated state name ("factor").
ExposTotal: Total exposure
ExposFireRob: Exposure for fire and robbery guarantees.
PremTotal: Total premium.
PremFireRob: Premium for fire and robbery guarantees.
SumInsAvg: Average of sum insured.
ClaimNbRob,ClaimNbPartColl,ClaimNbTotColl,ClaimNbFire,ClaimNbOther: Number of claims during the exposure period, respectively for robbery, partial collision, total collision, fire and other guarantees.
ClaimAmountRob,ClaimAmountPartColl,ClaimAmountTotColl,ClaimAmountFire,ClaimAmountOther: Claim amounts during the exposure period, respectively for robbery, partial collision, total collision, fire and other guarantees.

brvehins2's contains 18 columns:

VehYear: A numeric for the vehicle year.
FullVehCode: A character string ("factor") for the full vehicle code.
VehCode: A character string ("factor") for the vehicle group.
City: A character string ("factor") for the city name.
CityCode: A numeric for the city code.
Area: Local area name ("factor").
State: A character string ("factor") for the state name.
StateAb: Abbreviated state name ("factor").
ExposTotal: Total exposure
PremTotal: Total premium.
ClaimNbRob,ClaimNbColl,ClaimNbFire,ClaimNbOther: Number of claims during the exposure period, respectively for robbery, (partial and total) collision, fire and other guarantees.
ClaimAmountRob,ClaimAmountColl,ClaimAmountFire,ClaimAmountOther: Claim amounts during the exposure period, respectively for robbery, (partial and total) collision, fire and other guarantees.

Source

www2.susep.gov.br/menuestatistica/Autoseg

Examples


if (FALSE) { # \dontrun{

# (1) load of data
#
data(brvehins1a)
dim(brvehins1a)
sapply(brvehins1a, class)
str(brvehins1a)

data(brvehins2a)
dim(brvehins2a)
sapply(brvehins2a, class)
str(brvehins2a)

} # }