Örnek Veri Kümesi, son 6 ay içinde yaklaşık 9000 aktif kredi kartı sahibinin kullanım davranışını özetlemektedir. Dosya, 18 davranış değişkenine sahip bir müşteri düzeyindedir.

Veri setini tanımlayan özellikler şu şekildedir:

-CUSTID : Identification of Credit Card holder (Categorical)

-BALANCE : Balance amount left in their account to make purchases

-BALANCEFREQUENCY : How frequently the Balance is updated, score between 0 and 1 (1 = frequently updated, 0 = not frequently updated)

-PURCHASES : Amount of purchases made from account

ONEOFFPURCHASES : Maximum purchase amount done in one-go

INSTALLMENTSPURCHASES : Amount of purchase done in installment

CASHADVANCE : Cash in advance given by the user

PURCHASESFREQUENCY : How frequently the Purchases are being made, score between 0 and 1 (1 = frequently purchased, 0 = not frequently purchased)

ONEOFFPURCHASESFREQUENCY : How frequently Purchases are happening in one-go (1 = frequently purchased, 0 = not frequently purchased)

PURCHASESINSTALLMENTSFREQUENCY : How frequently purchases in installments are being done (1 = frequently done, 0 = not frequently done)

CASHADVANCEFREQUENCY : How frequently the cash in advance being paid

CASHADVANCETRX : Number of Transactions made with "Cash in Advanced"

PURCHASESTRX : Numbe of purchase transactions made

CREDITLIMIT : Limit of Credit Card for user

PAYMENTS : Amount of Payment done by user

MINIMUM_PAYMENTS : Minimum amount of payments made by user

PRCFULLPAYMENT : Percent of full payment paid by user

TENURE : Tenure of credit card service for user