Explores outliers in each feature of dataset based on standard deviation range. Before calculation, NA rows are dropped and only numeric columns are

Source: R/explore_outliers.R

Explores outliers in each feature of dataset based on standard deviation range. Before calculation, NA rows are dropped and only numeric columns are

explore_outliers(df, std_range)

Arguments

df

A data.frame: The target dataframe to explore
std_range

A integer: The range of standard deviation

Value

data.frame: Dataframe with details on the outliers

Examples

df <- data.frame('col1'= c(1, 2, 1.00, 3, -1, 100),
                 'col2'= c(3, 1 ,3, -2, 3, -1))
explore_outliers(df, 2)
#>      outlier_count
#> col1             1
#> col2             0