SmartEDA (version 0.3.6)

ExpData: Function to generate data dictionary of a data frame

Description

This function used to produce summary of data frame.

Usage

ExpData(data, type = 1)

Arguments

data

a data frame

type

Type 1 is overall data summary; Type 2 is variable level summary

Details

This function provides overall and variable level data summary like percentage of missings, variable types etc..

• Type = 1, overall data summary (column names are "Descriptions Value")

• Type = 2, variable level summary (column names are "Index Variable_Name Variable_Type Per_of_Missing No_of_distinct_values")

Examples

# NOT RUN {
# Overall data summary
ExpData(data=mtcars,type=1)
# Variable level data summary
ExpData(data=mtcars,type=2)
# }