I have a data frame (all_data
) in which I have a list of sites (1... to n) and their scores e.g.
site score
1 10
1 11
1 12
4 10
4 11
4 11
8 9
8 8
8 7
I want create a column that numbers each level of site in numerical order, like a counter. In the example, the sites (1, 4, and 8) would be have a corresponding counter from 1 to 3 in the 'number' column:
site score number
1 10 1
1 11 1
1 12 1
4 10 2
4 11 2
4 11 2
8 9 3
8 8 3
8 7 3
I am sure this must be easily solved, but I have not found a way yet.
Try Data$number <- as.numeric(as.factor(Data$site))
On a sidenote : the difference between the solution of me and @Chase on one hand, and the one of @DWin on the other, is the ordering of the numbers. Both as.factor
and factor
will automatically sort the levels, whereas that doesn't happen in the solution of @DWin :
Dat <- data.frame(site = rep(c(1,8,4), each = 3), score = runif(9))
Dat$number <- as.numeric(factor(Dat$site))
Dat$sitenum <- match(Dat$site, unique(Dat$site) )
Gives
> Dat
site score number sitenum
1 1 0.7377561 1 1
2 1 0.3131139 1 1
3 1 0.7862290 1 1
4 8 0.4480387 3 2
5 8 0.3873210 3 2
6 8 0.8778102 3 2
7 4 0.6916340 2 3
8 4 0.3033787 2 3
9 4 0.6552808 2 3