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Q&A How does scoping work in R?

If I run ls() in R, it shows the variables (including functions) in my workspace. But there are other variables visible too, e.g. functions from packages like ls itself. And if I write a function...

1 answer  ·  posted 1y ago by djm‭  ·  edited 1y ago by Alexei‭

Question r scope
#2: Post edited by user avatar Alexei‭ · 2023-10-02T11:13:50Z (about 1 year ago)
added relevant tag
#1: Initial revision by user avatar djm‭ · 2023-10-01T18:40:06Z (about 1 year ago)
How does scoping work in R?
If I run `ls()` in R, it shows the variables (including functions) in my workspace.  But there are other variables visible too, e.g. functions from packages like `ls` itself.  And if I write a function myself, all of those are still visible as well as local variables from that function, but not variables in other functions.  For example,

``` r
a <- 1
f <- function() {
  b <- 2
  print(a)
  print(b)
}
g <- function() {
  print(a)
  print(b)
}
ls()
#> [1] "a" "f" "g"
f()
#> [1] 1
#> [1] 2
g()
#> [1] 1
#> Error in g(): object 'b' not found
```

<sup>Created on 2023-10-01 with [reprex v2.0.2](https://reprex.tidyverse.org)</sup>

What are the actual rules for scoping?

r