I want to count the number of job positions in the position variable. I know how to do this but since I want to do the same thing with many other variables I thought the easiest thing to do would be to write a function (which I don't really know how to do). I start out with:
PositionCount <- HRdata %>%
count(Position, sort = T) %>%
mutate(Position = factor(Position)) %>%
mutate(Position = fct_reorder(Position, n))
> PositionCount
# A tibble: 32 x 2
Position n
<chr> <int>
1 Production Technician I 137
2 Production Technician II 57
3 Area Sales Manager 27
4 Production Manager 14
5 Software Engineer 10
6 IT Support 8
7 Data Analyst 7
8 Database Administrator 5
9 Network Engineer 5
10 Sr. Network Engineer 5
# ... with 22 more rows
I want to do the same thing with some other variables and I wrote the function:
HRdata_factor_count <- function(x) {
HRdata %>%
count(x, sort = T) %>%
mutate(x = factor(x)) %>%
mutate(x = fct_reorder(x, n))
}
Error: Must group by variables found in `.data`.
* Column `x` is not found.
How can I rewrite this function so it x properly references the column in my HRdata that I would like to count.