default: Default of credit card clients

In quantide/qdata: Quantide's data for R courses

Description

The default data contains information about customers default payments in Taiwan.

Usage

data(default)

Format

default is a tbl data frame with 30000 observations on 25 variables.

Details

The 25 variables of the default tbl data frame are the following ones:

• ID (numeric);

• LIMIT_BAL Amount of the given credit (NT dollar): it includes both the individual consumer credit and his/her family (supplementary) credit (numeric)

• SEX Gender (factor with 2 levels: 1 (Male) and 2(Female));

• EDUCATION Education (factor with 7 levels: 0, 1, 2, 3, 4, 5 and 6);

• MARRIAGE Marital status (factor with 4 levels: 0, 1, 2 and 3);

• AGE Age (year) (numeric);

• PAY_0 History of past payment: the repayment status in September, 2005 (numeric);

• PAY_2 History of past payment: the repayment status in August, 2005 (numeric);

• PAY_3 History of past payment: the repayment status in July, 2005 (numeric);

• PAY_4 History of past payment: the repayment status in June, 2005 (numeric);

• PAY_5 History of past payment: the repayment status in May, 2005 (numeric);

• PAY_6 History of past payment: the repayment status in April, 2005 (numeric);

• BILL_AMT1 Amount of bill statement (NT dollar): amount of bill statement in September, 2005 (numeric);

• BILL_AMT2 Amount of bill statement (NT dollar): amount of bill statement in August, 2005(numeric);

• BILL_AMT3 Amount of bill statement (NT dollar): amount of bill statement in July, 2005 (numeric);

• BILL_AMT4 Amount of bill statement (NT dollar): amount of bill statement in June, 2005 (numeric);

• BILL_AMT5 Amount of bill statement (NT dollar): amount of bill statement in May, 2005 (numeric);

• BILL_AMT6 Amount of bill statement (NT dollar): amount of bill statement in April, 2005 (numeric);

• PAY_AMT1 Amount of previous payment (NT dollar): amount paid in September (numeric);

• PAY_AMT2 Amount of previous payment (NT dollar): amount paid in August (numeric);

• PAY_AMT3 Amount of previous payment (NT dollar): amount paid in July (numeric);

• PAY_AMT4 Amount of previous payment (NT dollar): amount paid in June (numeric);

• PAY_AMT5 Amount of previous payment (NT dollar): amount paid in May (numeric);

• PAY_AMT6 Amount of previous payment (NT dollar): amount paid in April (numeric);

• default_payment default payment next month (factor with 2 levels: 0 (No) and 1 (Yes));

Source

I-Cheng Yeh, Department of Information Management, Chung Hua University, Taiwan. (2) Department of Civil Engineering, Tamkang University, Taiwan.

quantide/qdata documentation built on May 26, 2019, 12:36 p.m.