As mentioned above, the Italian data have been adjusted for breakeven.
The Italian data has been adjusted for breakeven as mentioned above. 
mnli hypothesis: The Italian data has been adjusted for breakeven as mentioned above.  premise: As mentioned above, the Italian data have been adjusted for breakeven.