Dataset: Vehicle Insurance Purchase Response

About this Dataset

Vehicle Insurance Purchase Response

This dataset includes 381,109 records with customer demographics and vehicle information, designed to help predict customer response to vehicle insurance offers. It contains 12 attributes, including a target column, "Response," indicating whether the customer is interested in purchasing insurance. The dataset can be used to develop predictive models for identifying potential customers and improving insurance sales strategies.

Tables

Test Pruning

@kaggle.baleshs_vehicle_insurance_purchase_response.test_pruning

1.66 MB
127037 rows
11 columns


CREATE TABLE test_pruning (
  "id" BIGINT,
  "gender" VARCHAR,
  "age" BIGINT,
  "driving_license" BIGINT,
  "region_code" DOUBLE,
  "previously_insured" BIGINT,
  "vehicle_age" VARCHAR,
  "vehicle_damage" VARCHAR,
  "annual_premium" DOUBLE,
  "policy_sales_channel" DOUBLE,
  "vintage" BIGINT
);

Train Pruning

@kaggle.baleshs_vehicle_insurance_purchase_response.train_pruning

4.23 MB
381109 rows
12 columns


CREATE TABLE train_pruning (
  "id" BIGINT,
  "gender" VARCHAR,
  "age" BIGINT,
  "driving_license" BIGINT,
  "region_code" DOUBLE,
  "previously_insured" BIGINT,
  "vehicle_age" VARCHAR,
  "vehicle_damage" VARCHAR,
  "annual_premium" DOUBLE,
  "policy_sales_channel" DOUBLE,
  "vintage" BIGINT,
  "response" BIGINT
);