Los Angeles, a city known for its beautiful beaches, iconic landmarks, and diverse communities. However, alongside its many positive attributes, LA is also known for its alarming high crime rates, which have been a cause of concern for many residents and visitors alike. Having experienced LA ourselves, we have seen first-hand the impact that the constant fear of crime can have on the city and its residents. From petty theft to violent crime, the effects of criminal activity can be felt across Los Angeles, and we understand the importance of addressing these concerns. Therefore, we want to conduct this analysis to hopefully map out a pattern and trend for criminal activities in Los Angeles as an effort to address the concerns for safety around this area.