Tools and Techniques used

The information process that was used to gather all the data and samples was heavily dependent on NYC Open Data which let me download/edit cvs files. In order to get the maps and charts to work, I had to use matplotlib pyplot for python. Since, all the data gathered was insanely numerous, I had to shrink most data and filter accordingly. To be able to calculate the amount of incidents for each borough for the bar graph, I had to find the amount of occurrences of boroughs in that data frame by using "startswith". Also used grouping for some data to easily visualize certain parts, instead of having the whole raw data in front of you.