I'm working on a problem that consists basically on sum all the rows based on their ID and sum some specific variables to get a consolidated dataset to input on another work, but there is an issue with the sum function and I'd appreciate some explanation about this.
Dataset:
teste <- data.frame(ID = c(1, 1, 2, 1, 3, 3, 2),
VALUE = c(10, 10, 10, 10, 10, 10, 10),
MOD = c(1, 1, 1, 1, 1, 1, 1))
ID VALUE MOD
1 1 10 1
2 1 10 1
3 2 10 1
4 1 10 1
5 3 10 1
6 3 10 1
7 2 10 1
Using + operator:
teste %>%
group_by(ID) %>%
summarise_all(sum, na.rm = TRUE) %>%
mutate(CONS = VALUE + MOD)
# A tibble: 3 x 4
ID VALUE MOD CONS
<dbl> <dbl> <dbl> <dbl>
1 1 30 3 33
2 2 20 2 22
3 3 20 2 22
Using sum function:
teste %>%
group_by(ID) %>%
summarise_all(sum, na.rm = TRUE) %>%
mutate(CONS = sum(VALUE, MOD))
# A tibble: 3 x 4
ID VALUE MOD CONS
<dbl> <dbl> <dbl> <dbl>
1 1 30 3 77
2 2 20 2 77
3 3 20 2 77