Question

I have two data frames which both have one column:

df1

Server
A
B
c
d

df2

Server
a
f
z
x

I need to check if df1$Server exists in df2$Server. If yes, I need to add a column in df1 and put 1 else put 0.

I have this code, I think the algorithm is right but it does not seem to be working. Any input is appreciated.

for (i in 1:nrow(df1)) {
    if (df1[i,1] %in% row.names(df2)) {
        df1[i,2]<-c(1)
    } else{
        df1[i,2]<-(0)
    }
}

Answer 1

It’s simpler than you’re making it:

df1$LogicalColumn <- as.numeric(df1$Server==df2$Server)

This will sequence along each column and check for pairwise equality.

df1$LogicalColumn <- as.numeric(df1$Server %in% df2$Server)

This will check all values of df2‘s column for each value of df1$Server. If it really is the rownames you’re concerned with (why?), replace df2$Server with rownames(df2) in either context.