Today, I delved into additional dataset features. I initiated my analysis by identifying the state with the highest number of incidents. My findings revealed that California had the most incidents, totaling 344, followed by Texas with 192 incidents, and Florida with 126 incidents.
Additionally, I explored which agencies were involved in the most incidents, pinpointing agency ID 38 as having the highest number of incidents. To gain deeper insights into the dataset, I visualized the ‘armed’ feature, focusing on understanding how many victims were armed and the types of weapons they possessed. The visualization unveiled that over 1,200 victims were armed with guns, around 400 with knives, and roughly 200 were unarmed.
Furthermore, I calculated the average ages of all victims across different racial groups. You can find a screenshot of this analysis below:
