Efficient way to map ids

Question

I have two text files,

File 1 with data like

User game count

A Rugby 2
A Football 2
B Volleyball 1
C TT 2
...

File 2

Answer 1

Untested

awk 'NR==FNR{a[$2]=$1;next}{print $0,a[$2]}' file2 file1