I then zoomed into the Central Business district, where are more no. of arrest to study it closely. It can be observed that most of these arrest happened at the street intersections or on street. Thus this should make

Reflection:

By carrying out this study I understand how effectively carto could be used to make representation in less time. I feel data clearing is what takes a lot of time then making the map.

Also open data plays a huge role in urban design. As many times what we think and see, might not be true. Open data makes things clear and many hidden truths could be revealed through open data