CustValue: CustValue

Description Usage Format Source

Description

Simulated data about auto insurance company and value of customer, by IBM

Usage

1

Format

A data frame with 9134 rows and 24 variables:

customer

character Customer ID

state

character U.S. state of residence

customer_lifetime_value

double value of customer to company in USD

response

character unsure what this is: if responded to marketing?

coverage

character type of auto insurance policy

education

character level of education

effective_to_date

character

employment_status

character employment status

gender

character gender

income

double income, USD

location_code

character type of location of policyholder residence

marital_status

character marital status

monthly_premium_auto

double monthly cost of auto premium

months_since_last_claim

double number of months since last claim

months_since_policy_inception

double months since became a policyholder

number_of_open_complaints

double number of open complaints (unsure made by whom about who)

number_of_policies

double number of policies (other insurance policies by same company)

policy_type

character type of auto policy

policy

character further breakdown of type of auto policy

renew_offer_type

character what type of renewal offer were they given?

sales_channel

character sales channel

total_claim_amount

double total amount of claims made by policyholder?? seems low

vehicle_class

character type of vehicle insured

vehicle_size

character size of insured vehicle

Source

https://www.kaggle.com/pankajjsh06/ibm-watson-marketing-customer-value-data


bcBusinessStats/data1135 documentation built on July 26, 2020, 11:37 a.m.