Assuming murder rate follows a
poisson distribution, and the murder rate was unchanged from last year (11 murders in this time period in Manhattan), there's a 5.6% chance there would be at least 16 murders by chance alone. Of course, the number of murders last year in Manhattan in Jan to mid May may have been lower than usual by random chance as well, so 11 is a bad assumption.