R/data.R

#' Default Payments of Credit Card Clients in Taiwan
#'
#' This dataset contains information on default payments, demographic factors, credit data, history of payment, 
#' and bill statements of credit card clients in Taiwan from April 2005 to September 2005.
#' 
#' Originally data set comes from 
#'
#' @format A data frame with columns: 
#' \describe{
#' \item{ID}{ID of each client}
#' \item{LIMIT_BAL}{Amount of given credit in NT dollars (includes individual and family/supplementary credit}
#' \item{SEX}{Gender (1=male, 2=female)}
#' \item{EDUCATION}{(1=graduate school, 2=university, 3=high school, 4=others, 5=unknown, 6=unknown)}
#' \item{MARRIAGE}{Marital status (1=married, 2=single, 3=others)}
#' \item{AGE}{Age in years}
#' \item{PAY_0}{Repayment status in September, 2005 (-1=pay duly, 1=payment delay for one month, 2=payment delay for two months, ... 8=payment delay for eight months, 9=payment delay for nine months and above)}
#' \item{PAY_2}{Repayment status in August, 2005 (scale same as above)}
#' \item{PAY_3}{Repayment status in July, 2005 (scale same as above)}
#' \item{PAY_4}{Repayment status in June, 2005 (scale same as above)}
#' \item{PAY_5}{Repayment status in May, 2005 (scale same as above)}
#' \item{PAY_6}{Repayment status in April, 2005 (scale same as above)}
#' \item{BILL_AMT1}{Amount of bill statement in September, 2005 (NT dollar)}
#' \item{BILL_AMT2}{Amount of bill statement in August, 2005 (NT dollar)}
#' \item{BILL_AMT3}{Amount of bill statement in July, 2005 (NT dollar)}
#' \item{BILL_AMT4}{Amount of bill statement in June, 2005 (NT dollar)}
#' \item{BILL_AMT5}{Amount of bill statement in May, 2005 (NT dollar)}
#' \item{BILL_AMT6}{Amount of bill statement in April, 2005 (NT dollar)}
#' \item{PAY_AMT1}{Amount of previous payment in September, 2005 (NT dollar)}
#' \item{PAY_AMT2}{Amount of previous payment in August, 2005 (NT dollar)}
#' \item{PAY_AMT3}{Amount of previous payment in July, 2005 (NT dollar)}
#' \item{PAY_AMT4}{Amount of previous payment in June, 2005 (NT dollar)}
#' \item{PAY_AMT5}{Amount of previous payment in May, 2005 (NT dollar)}
#' \item{PAY_AMT6}{Amount of previous payment in April, 2005 (NT dollar)}
#' \item{default.payment.next.month}{Default payment (1=yes, 0=no)}
#' }
#' @source \url{https://www.kaggle.com/uciml/default-of-credit-card-clients-dataset}
"UCI_Credit_Card"
michaldanaj/MDBinom documentation built on June 13, 2020, 11:21 p.m.