Finds the Outliers in a dataset utilizing the Tukey's Method
Source:R/routlier_tukey.R
routlier_tukey.RdThe word 'Outlier' will replace the value that is an outlier in the respective cell.
Arguments
- data
filepath to data
- type
select type of quatile method to use. Choices from 1 to 7.
- outlier_type
select type of outlier selecting either "M" for mild or "E" for extreme.
Value
Return's an outlier dataset from the original dataset in a formattable table. The data returned is currently the numeric data only from the dataset.
Examples
## Load the routlier library
library(routlier)
## Look at outliers utilizng the Tukey method
routlier_tukey(data = detroit,type = 7,outlier_type="M")
#> [1] "The IQR for column 1 is from: 448.875 : 162.355 and the overall IQR range is: 286.52"
#> [1] "The IQR for column 2 is from: 11.9 : -0.9 and the overall IQR range is: 12.8"
#> [1] "The IQR for column 3 is from: 688.55 : 444.15 and the overall IQR range is: 244.4"
#> [1] "The IQR for column 4 is from: 1654.1 : -637.1 and the overall IQR range is: 2291.2"
#> [1] "The IQR for column 5 is from: 1528.57 : -546.47 and the overall IQR range is: 2075.04"
#> [1] "The IQR for column 6 is from: 116.65 : 48.25 and the overall IQR range is: 68.4"
#> [1] "The IQR for column 7 is from: 648865.5 : 253109.5 and the overall IQR range is: 395756"
#> [1] "The IQR for column 8 is from: 1001.75 : 344.55 and the overall IQR range is: 657.2"
#> [1] "The IQR for column 9 is from: 334.05 : 40.05 and the overall IQR range is: 294"
#> [1] "The IQR for column 10 is from: 6.33 : 1.37 and the overall IQR range is: 4.96"
#> [1] "The IQR for column 11 is from: 234.33 : 86.09 and the overall IQR range is: 148.24"
#> [1] "The IQR for column 12 is from: 80.125 : -33.835 and the overall IQR range is: 113.96"
#> [1] "The IQR for column 13 is from: 60.295 : 34.495 and the overall IQR range is: 25.8"
#> [1] "The IQR for column 14 is from: 391.28 : 209.28 and the overall IQR range is: 182"
#> [1] "You have a total of 4 Outliers in your dataset"