Some cities have very clear cut neighborhoods with measurable geographic borders — take a look at the Hollywood area in Los Angeles , or New York City 's SoHo area in Lower Manhattan. In the majority of cases, though, neighborhoods can be harder to pinpoint since boundaries are often vague, arbitrary, or non-existant.