How to use `assign()` or `get()` on specific named column of a dataframe?
Asked Answered
D

2

7

Is there a way to assign a value to a specific column within a data frame? e.g.,

dat2 = data.frame(c1 = 101:149, VAR1 = 151:200)    
j = "dat2[,"VAR1"]"  ## or, j = "dat2[,2]"
assign(j,1:50)

The approach above doesn't work. Neither does this:

j = "dat2"
assign(get(j)[,"VAR1"],1:50)
Dall answered 27/3, 2013 at 21:50 Comment(2)
You'll need to expand a little more on why you would do this. you can use foo='VAR1'; dat2[,foo]<-1:50 instead and still pass your strings around if you're so moved.Erlandson
Why? -- to create a bunch of arbitrarily named data frames, and populate a specific column in them. I understand it is preferable to use a list structure for this; however, it would be useful to have another option.Dall
Z
17

lets assume that we have a valid data.frame with 50 rows in each

dat2 <- data.frame(c1 = 1:50, VAR1 = 51:100)

1 . Don't use assign and get if you can avoid it.

"dat2[,"VAR1"]" is not valid in R.

You can also note this from the help page for assign

assign does not dispatch assignment methods, so it cannot be used to set elements of vectors, names, attributes, etc.

Note that assignment to an attached list or data frame changes the attached copy and not the original object: see attach and with.

A column of a data.frame is an element of a list

What you are looking for is [[<-

# assign the values from column (named element of the list) `VAR1`
j <- dat2[['VAR1']] 

If you want to assign new values to VAR1 within dat2,

dat2[['VAR1']] <- 1:50

The answer to your question....

To manipulate entirely using character strings using get and assign

assign('dat2', `[[<-`(get('dat2'), 'VAR1', value = 2:51))

Other approaches

data.table::set

if you want to assign by reference within a data.frame or data.table (replacing an existing column only) then set from the data.table package works (even with data.frames)

library(data.table)
set(dat2, j = 'VAR1', value = 5:54)

eval and bquote

dat1 <- data.frame(x=1:5)
dat2 <- data.frame(x=2:6)



for(x in sapply(c('dat1','dat2'),as.name)) {
  eval(bquote(.(x)[['VAR1']] <- 2:6))
}

eapply

Or if you use a separate environment

ee <- new.env()
ee$dat1 <- dat1
ee$dat2 <- dat2

# eapply returns a list, so use list2env to assign back to ee
list2env(eapply(ee, `[[<-`, 'y', value =1:5), envir = ee)

Zeitgeist answered 27/3, 2013 at 22:4 Comment(7)
Don't forget dat[, "VAR1"].Lafreniere
@Lafreniere -- I prefer [[<- for single assignments.Zeitgeist
Keep in mind that the thrust of my question has to do with get/assign -- in other words, I want to name and refer to the data frame by a character value. I think set() will work in this way, just have to replace set(dat2, ...) with set(get(), ...). Thanks.Dall
@Dall -- set will not create a column, only replacing values in existing columnsZeitgeist
Huh? set is not a function in base or recommended R packages.Honduras
@DWin -- the text mentions data.table, forgot the explicit call to library(data.table).... Its there now.Zeitgeist
Your last "really ugly" approach is what I was looking for. If you could move it to the top of your answer, that would be great. Thanks!Dall
H
6
set2 <- function(x,  val) {
   eval.parent(substitute(x <- val))
 }

> dat2 = data.frame(c1 = 101:150, VAR1 = 151:200)
> set2(dat2[["VAR1"]], 1:50)
> str(dat2)
'data.frame':   50 obs. of  2 variables:
 $ c1  : int  101 102 103 104 105 106 107 108 109 110 ...
 $ VAR1: int  1 2 3 4 5 6 7 8 9 10 ...
Honduras answered 27/3, 2013 at 23:9 Comment(0)

© 2022 - 2024 — McMap. All rights reserved.