I have two dataframes I need to merge. The dataframes share all of the same columns. I am merging based on one shared variable, worker_ID. However, the other variables are often disjoint: one dataframe will have an "NA" and the other will have another value for a given variable. How can I merge in such a way that the output only retains the non-NA value?
x = worker_ID Var_1 Var_2 Var_3
1 33 NA NA
2 NA 46 NA
y = worker_ID Var_1 Var_2 Var_3
1 NA 75 NA
2 NA NA 66
z <- merge(x,y,by="worker_ID", all = TRUE)
This method does not work because instead of my desired output, z, I get a dataframe with two columns for each variable (one for the value of the variable in x and another for y). My desired output is z.
z = worker_ID Var_1 Var_2 Var_3
1 33 75 NA
2 NA 46 66
How can I tell R to let any non-NA entries supersede NA ones?