ArcGIS
Using ArcGIS, joined the two spatial data, they are the Map PLUTO data from BYTES of the Big Apple for land use identifications and Borough boundary shapefile from NYC Open Data. These two datasets are mainly used to visualize data with the NYC Motor Vehicle Collisions as the primary data analysis to the spatial features. This study used GIS to identify collision locations based on the intersection of the highest number of collisions, in which it was considered high-risk locations. The data sets were NYPD collision, as a CSV file. The ArcGIS Process began by uploading the data files. For the collision data, the display X, Y data option was used to form the longitude and latitude and extract the CVS file into a shapefile. During this step, a changed to the Projected Coordinate System from NAD_1983_StatePlane_New_York_Long_Island_FIPS_3104_Feet to WGS84 (DD). Followed by using the Arc-Toolbox, using the Overlay tool, spatial join to the Collision Data, and Borough boundary shapefile. The Targeted Feature was the collision data and the join. Features were the Borough boundary shapefile, joining option- used JOIN_ONE_TO_ONE; Match option used to the 'With-In,' Following the proximity tool using the Intersect the collision with a Zip Code to visualize the relationship between the collision location and the total number of collisions per zip code.