Still, this would allow for standard deviations in the data, where each
restaurant will have certain standard deviations and with lower
deviations, there will be higher correlations between the number of taxi
drops and Instagram posts. Thus making it true that there are some
restaurants that have higher Instagram posts and drops near them.
This makes these areas very social, highly desirable and food trending
in many ways. The environment at Night for people in New York usually
revolves around this that allows them to eat great food and wait outside
their bar / restaurants and wait for their cabs and taxis to show up.
This creates certain hotspots within New York City. This was thus the
essence that was trying to be captured through this report.