data_exploration {creditmodel}

Data Exploration

Description

#'The data_exploration includes both univariate and bivariate analysis and ranges from univariate statistics and frequency distributions, to correlations, cross-tabulation and characteristic analysis.

Usage

data_exploration(
  dat,
  save_data = FALSE,
  file_name = NULL,
  dir_path = tempdir(),
  note = FALSE
)

Arguments

dat

A data.frame with x and target.

save_data

Logical. If TRUE, save files to the specified folder at dir_path

file_name

The file name for periodically saved outliers analysis file. Default is NULL.

dir_path

The path for periodically saved outliers analysis file. Default is tempdir().

note

Logical, outputs info. Default is TRUE.

Value

A list contains both categrory and numeric variable analysis.

Examples

data_ex = data_exploration(dat = UCICreditCard[1:1000,])