With arrange
function in dplyr
, we can arrange row in ascending or descending order. Wonder how to arrange rows in custom order. Please see MWE.
We can use factor
to change the order
in a custom way
df %>%
arrange(factor(Reg, levels = LETTERS[c(3, 1, 2)]), desc(Res), desc(Pop))
# Reg Res Pop
#1 C Urban 501638
#2 C Rural 499274
#3 A Urban 500414
#4 A Rural 500501
#5 B Urban 499922
#6 B Rural 500016
Or with match
to get the index and arrange
on it
df %>%
arrange(match(Reg, c("C", "A", "B")), desc(Res), desc(Pop))
If we have multiple columns to arrange
in descending order
df %>%
arrange_at(2:3, desc) %>%
arrange(match(Reg, c("C", "A", "B")))
using data.table
df1[order(factor(Reg,levels = LETTERS[c(3,1,2)]))]
Here df1 is data.table