customerRetentionLifetimeDuration: Lifetime Duration Data for Customer Retention (Chapter 4)

In SMCRM: Data Sets for Statistical Methods in Customer Relationship Management by Kumar and Petersen (2012).

Description

Lifetime Duration Data for Customer Retention (Chapter 4)

Usage

  customerRetentionLifetimeDuration

Format

Data frame with the following 8 variables

customer

customer number (from 1 to 500)

x

The number of transactions by a given customer over all time periods. Here we assume that it is the sum of the variable Purchase where customers at most made 1 purchase per quarter.

tx

time of the last transaction, i.e. the last quarter where purchase == 1

T

total time between the first purchase and the end of the observation window, i.e. 12 quarters for all customers

See Also

customerRetentionTransactions

Examples

data(customerRetentionLifetimeDuration)
  str(customerRetentionLifetimeDuration)

Example output

'data.frame':	500 obs. of  4 variables:
 $ customer: num  1 2 3 4 5 6 7 8 9 10 ...
 $ x       : num  4 2 2 11 12 12 1 2 3 10 ...
 $ tx      : num  4 12 6 11 12 12 1 3 3 10 ...
 $ T       : num  12 12 12 12 12 12 12 12 12 12 ...

SMCRM documentation built on May 2, 2019, 2:46 p.m.