Data:
Data would be taken from –
1. NYC Open Data Source Socrata for –
- Information on Subway Stations and it’s Entrances – This dataset will give the base information on the location of subway stations across the city. Link.
- NYPD Crime Data – This data will be filtered for crimes occurred inside and close vicinity of the subway premises and aggregated at the station level. This dataset will provide information on the different types of crimes at different times of the day occurring at the subway stations. Link.
2.
MTA
Turnstile Data – dataset provides information on the usage of different stations across the city.
Link.
3
. MIT
StreetScore dataset – This dataset contains scores of perceived safety of locations for New York. This score is calculated by using machine learning and computer vision algorithms. To perform analysis, this dataset will help gauge the perceived safety of the streets close to the station entrances and check its correlation to the station’s usage during the different time of the day.
Link.