We worked with and examined data related to the locations of police shootings in today’s class. We used information from the given dataset, which had about 7,000 entries.The data set’s longitude and latitude section gives us the necessary information on this
Several Mathematica functions were used in the research, including GeoPosition, which turned latitude/longitude pairs into geographic position objects, and GeoListPlot, which produced a geographic map of every site.
Additionally, we showed how to visualize the event density by generating geographic histograms using the GeoHistogram and GeoSmoothHistogram functions.
In addition, we used GeoDistance to determine the separation between the locations and show how to use clustering techniques to examine the shootings’ spatial distribution. The FindClusters function in Mathematica and an investigation of the DBSCAN clustering technique, yielding four different clusters for California
I’m going to execute this in Python and post it in my upcoming updates.