Generates an EDA report by plotting graphs and tables for the numeric variables, categorical variables, NA values and correlation in a dataframe

Generates an EDA report by plotting graphs and tables for the numeric variables, categorical variables, NA values and correlation in a dataframe

generate_report(dataframe, cat_vars, num_vars)

Arguments

dataframe	tbl. The dataframe to be inspected.
cat_vars	vector of character strings of the names of the categorical variables.
num_vars	vector of character strings of the names of the numeric variables.

Value

It returns True on successful execution else returns False

Examples

X <- dplyr::tibble(type = c('Car','Bus','Car'), height = c(10,20,30))
cat_vars <- c('type')
num_vars <- c('height')
generate_report(X, cat_vars, num_vars)
#> [[1]]
#> [[1]]$summary
#> # A tibble: 7 x 2
#>   summary height
#>   <chr>   <chr> 
#> 1 25%     15    
#> 2 75%     25    
#> 3 min     10    
#> 4 max     30    
#> 5 median  20    
#> 6 mean    20    
#> 7 sd      10    
#> 
#> [[1]]$plot
#> 
#> 
#> [[2]]
#> 
#> [[3]]
#> [[3]]$type
#> [1] 1 1 1
#> 
#> [[3]]$height
#> [1] 1 1 1
#> 
#> 
#> [[4]]
#> 
#> [1] TRUE