Description
Identifier: fr_tpl2_policies
Policy-level data for third-party liability (TPL) claims for an unknown
insurer in France. Contains policyholder characteristics along with claim
count over a one year period. Can be joined with fr_tpl2_claims.
Vintages
6b456f4 (current)
Columns
policy_id<numeric> Policy ID.num_claims<numeric> Number of claims during exposure period.exposure<numeric> Exposure in car years.area<character> Area code of insured vehicle.vehicle_power<character> Power of the car.vehicle_age<integer> Vehicle age in years.driver_age<integer> Age of insured driver.bonus_malus<integer> Bonus/malus, between 50 and 350: <100 means bonus and >100 means malus.vehicle_brand<character> Anonymized categories for the brand of the vehicle.vehicle_gas<character> Gasoline type, either diesel or regular.density<integer> Population density of the garage area code in people per km^2.region<character> Policy region in France (1970-2015 classification).
Summary
| Name | Piped data |
| Number of rows | 678013 |
| Number of columns | 12 |
| _______________________ | |
| Column type frequency: | |
| character | 5 |
| numeric | 7 |
| ________________________ | |
| Group variables | None |
Variable type: character
| skim_variable | n_missing | complete_rate | min | max | empty | n_unique | whitespace |
|---|---|---|---|---|---|---|---|
| area | 0 | 1 | 1 | 1 | 0 | 6 | 0 |
| vehicle_power | 0 | 1 | 1 | 2 | 0 | 12 | 0 |
| vehicle_brand | 0 | 1 | 2 | 3 | 0 | 11 | 0 |
| vehicle_gas | 0 | 1 | 6 | 7 | 0 | 2 | 0 |
| region | 0 | 1 | 3 | 3 | 0 | 22 | 0 |
Variable type: numeric
| skim_variable | n_missing | complete_rate | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| policy_id | 0 | 1 | 2621856.92 | 1641782.75 | 1 | 1157951.00 | 2272152.00 | 4046274.00 | 6114330.00 | ▇▆▅▅▃ |
| num_claims | 0 | 1 | 0.05 | 0.24 | 0 | 0.00 | 0.00 | 0.00 | 16.00 | ▇▁▁▁▁ |
| exposure | 0 | 1 | 0.53 | 0.36 | 0 | 0.18 | 0.49 | 0.99 | 2.01 | ▇▅▆▁▁ |
| vehicle_age | 0 | 1 | 7.04 | 5.67 | 0 | 2.00 | 6.00 | 11.00 | 100.00 | ▇▁▁▁▁ |
| driver_age | 0 | 1 | 45.50 | 14.14 | 18 | 34.00 | 44.00 | 55.00 | 100.00 | ▅▇▆▂▁ |
| bonus_malus | 0 | 1 | 59.76 | 15.64 | 50 | 50.00 | 50.00 | 64.00 | 230.00 | ▇▁▁▁▁ |
| density | 0 | 1 | 1792.42 | 3958.65 | 1 | 92.00 | 393.00 | 1658.00 | 27000.00 | ▇▁▁▁▁ |
Source
R package ‘CASdatasets’, http://dutangc.free.fr/pub/RRepos/web/CASdatasets-index.html