I am using R to calculate some basic statistic results. I am using the quantile() function,to calulate quantiles on a data frame column as follows.
> quantile(foobars[,1])
0% 25% 50% 75% 100%
189000 194975 219500 239950 1000000
I want to be able to individually access the calculated quantiles. However, I can't seem to find out how to do that. When I check the class of the returned result, it a 1 dimensional numeric.
I tried this:
> q <- quantile(foobars[,1])
> q[3]
50%
219500
Which seems to return a tuple (quantile level + number). I am only interested in the number (219500 in this case.
How may I access only the number into a simple (numeric) variable?
You are confusing the printed representation of the numeric value with the actual value. As far as R is concerned, q contains a named numeric vector:
> dat <- rnorm(100)
> q <- quantile(dat)
> q
0% 25% 50% 75% 100%
-2.2853903 -0.5327520 -0.1177865 0.5182007 2.4825565
> str(q)
Named num [1:5] -2.285 -0.533 -0.118 0.518 2.483
- attr(*, "names")= chr [1:5] "0%" "25%" "50%" "75%" ...
All the "named" bit means is that the vector has an attached attribute "names" containing the (in this case) quantile labels. R prints these for a named vector as they are considered helpful to have in printed output if present. But, they in no way alter the fact that this is a numeric vector. You can use these in computations as if they didn't have the "names" attribute:
> q[3] + 10
50%
9.882214
If the names bother you, the unname() function exists to remove them:
> q2 <- unname(q)
> q2
[1] -2.2853903 -0.5327520 -0.1177865 0.5182007 2.4825565
For completeness, I should probably add that you can extract the "names" using the names() function, which also has an assignment version ('names<-'()). So another way to remove the names from a vector is to assign NULL to the names:
> q3 <- q
> names(q3)
[1] "0%" "25%" "50%" "75%" "100%"
> names(q3) <- NULL
> names(q3)
NULL