Safety is a a top decision factor, though we should not rely too much on sensational reporting. As a reference, Columbia is on the west side of Central Park. That area is much more safer than other areas. Most importantly, use common sense and be situation aware, avoid walking alone day or night, always use a buddy system.
Here is the NYC crime statistics map.
https://maps.nyc.gov/crime/