I have a data set that looks like the iris data set.
Sepal.Length Sepal.Width Petal.Length Petal.Width Species
1 5.1 3.5 1.4 0.2 setosa
2 4.9 3.0 1.4 0.2 setosa
3 4.7 3.2 1.3 0.2 setosa
4 4.6 3.1 1.5 0.2 setosa
5 5.0 3.6 1.4 0.2 setosa
6 5.4 3.9 1.7 0.4 setosa
I would like across Sepal.Length:Petal.Width to subtract each value with the number 2 and then divide the outcome by 4. How can I do this in one line with mutate_across in dplyr instead of two?
iris %>%
mutate(across(c(Sepal.Length:Petal.Width), ~. -2 )) %>%
mutate(across(c(Sepal.Length:Petal.Width), ~. /4 ))
library(dplyr, warn.conflicts = F)
iris %>%
mutate(across(1:4, ~ (. - 2)/4))
#> Sepal.Length Sepal.Width Petal.Length Petal.Width Species
#> 1 0.775 0.375 -0.150 -0.450 setosa
#> 2 0.725 0.250 -0.150 -0.450 setosa
#> 3 0.675 0.300 -0.175 -0.450 setosa
#> 4 0.650 0.275 -0.125 -0.450 setosa
#> 5 0.750 0.400 -0.150 -0.450 setosa
#> 6 0.850 0.475 -0.075 -0.400 setosa
#> 7 0.650 0.350 -0.150 -0.425 setosa
#> 8 0.750 0.350 -0.125 -0.450 setosa
#> 9 0.600 0.225 -0.150 -0.450 setosa
#> 10 0.725 0.275 -0.125 -0.475 setosa
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Created on 2021-07-06 by the reprex package (v2.0.0)