I have a simple dataframe that looks like the following:
Observation X1 X2 Group
1 2 4 1
2 6 3 2
3 8 4 2
4 1 3 3
5 2 8 4
6 7 5 5
7 2 4 5
How can I recode the group
variable such that all non-recurrent observations are recoded as "unaffiliated"?
The desired output would be the following:
Observation X1 X2 Group
1 2 4 Unaffiliated
2 6 3 2
3 8 4 2
4 1 3 Unaffiliated
5 2 8 Unaffiliated
6 7 5 5
7 2 4 5
One way could be first grouping then checking for maximum of row number and finishing with an ifelse
:
library(dplyr)
df %>%
group_by(Group) %>%
mutate(Group = ifelse(max(row_number()) == 1, "Unaffiliated", as.character(Group))) %>%
ungroup()
Observation X1 X2 Group
<int> <int> <int> <chr>
1 1 2 4 Unaffiliated
2 2 6 3 2
3 3 8 4 2
4 4 1 3 Unaffiliated
5 5 2 8 Unaffiliated
6 6 7 5 5
7 7 2 4 5