References:
The following papers are used as reference, to get an idea about datasets and to analyze the safety of the NYC subway stations – 
a.  StreetScore System - examines how the appearance of a neighborhood impacts the behavior of the individuals that inhabit them. Link. 
b.  Safest and Riskiest areas of New York’s subway system – News published by Daily News investigation. Link.