Let's say I have three data sets:
df1 <- data.frame(var1 = c(1,2,3), var2 = c(1,2,3))
df2 <- data.frame(var1 = c(1,2,3), var2 = c(1,2,3))
df3 <- data.frame(var1 = c(1,2,3), var2 = c(1,2,3), var3 = c(1,2,3))
I would like to check to see if a variable "var3" exists within each dataset. If it doesn't, I would like to generate an empty variable called "var3". Here is what I am trying:
dframes <- list(df1,df2,df3)
lapply(dframes, function(df) {
ifelse("var3" %in% colnames(df), print("var3 exists"), df$var3 <- NA)
})
The output comes out as:
[[1]]
[1] NA
[[2]]
[1] NA
[[3]]
[1] "var3 exists"
And the desired "var3" variable isn't generated for the first two data sets - they still only contain "var1" and "var2".
You're help is appreciated.
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