CODEWITHSUNDEEP
rmedian
user16615791
user16615791

Reputation:

Calculate medians of multiple columns in a data frame

I would like to calculate the median of my df database below. In this case, I would like to get the median results for columns A1 through A10 and return the results for the columns separately.

Thanks!

#database
df <- structure(
 list(D1 = c("a","a","b","b","b"), 
      D2 = c("c","d","c","d","c"), D3 = c("X","X","Y","Z","Z"), A1=c(1,2,3,4,5),A2=c(4,2,3,4,4), A3=c(1,2,3,4,6),
      A4=c(1,9,4,4,6),A5=c(1,4,3,9,6),A6=c(1,2,4,4,8),A7=c(1,1,3,4,7),A8=c(1,6,4,4,2),A9=c(1,2,3,4,6),A10=c(1,5,3,2,7)),
      class = "data.frame", row.names = c(NA, -5L))

Upvotes: 1

Views: 756

Answers (2)

SteveM
SteveM

Reputation: 2301

If you would want to keep it simple:

apply(df[, 4:13], 2, median)
 A1  A2  A3  A4  A5  A6  A7  A8  A9 A10 
  3   4   3   4   4   4   3   4   3   3

Upvotes: 3

akrun
akrun

Reputation: 886938

We can loop over the numeric columns and get the median

library(dplyr)
df %>% 
   summarise(across(where(is.numeric), median))
  A1 A2 A3 A4 A5 A6 A7 A8 A9 A10
1  3  4  3  4  4  4  3  4  3   3

Or use colMedians from matrixStats

library(matrixStats)
colMedians(as.matrix(df[startsWith(names(df), "A")]))
 [1] 3 4 3 4 4 4 3 4 3 3

Or in base R

sapply(df[startsWith(names(df), "A")], median)
 A1  A2  A3  A4  A5  A6  A7  A8  A9 A10 
  3   4   3   4   4   4   3   4   3   3

Upvotes: 1

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