The total number of restaurants differs a lot among five boroughs, with Manhattan has 40% restaurants in NYC. However, Fig.2 shows that the percentage of restaurants in each grade is almost identical cross all five boroughs. This result indicates that the grading system does not bias on different regions. And the average quality of each borough is almost the same based on the grades.