smbinning.eda: Exploratory Data Analysis (EDA)

Description Usage Arguments Value Examples

View source: R/smbinning.R

Description

It shows basic statistics for each characteristic in a data frame. The report includes:

Usage

1
smbinning.eda(df, rounding = 3, pbar = 1)

Arguments

df

A data frame.

rounding

Optional parameter to define the decimal points shown in the output table. Default is 3.

pbar

Optional parameter that turns on or off a progress bar. Default value is 1.

Value

The command smbinning.eda generates two data frames that list each characteristic with basic statistics such as extreme values and quartiles; and also percentages of missing values and outliers, among others.

Examples

1
2
3
4
5
6
# Load library and its dataset
library(smbinning) # Load package and its data

# Example: Exploratory data analysis of dataset
smbinning.eda(chileancredit,rounding=3)$eda # Table with basic statistics
smbinning.eda(chileancredit,rounding=3)$edapct # Table with basic percentages

smbinning documentation built on Dec. 1, 2017, 9:02 a.m.