Crimestatistics Toronto by neighbourhood

Along with locations, the study of crime statistics across time statistics is also crucial for understanding the patterns and planning those preventive strategies. a. Study distribution count of crime incidents across different time periods such as day of the week or hour. b. Further explore the percentage of incident reporting for several time blocks (afternoon, evening, early morning, etc.).

TPScrimemap

Explore crime statistics with our interactive Tableau project. Visualize incidents on a map, track real-time updates, and analyze trends for informed law enforcement decisions.

TPSdashboard

Problem objective: As a data scientist, you should prepare a dashboard to keep the police department and the city updated on the statistics of crime events. You are required to create a dashboard/story using tableau for the communication website. Pay attention to data storytelling.

Torontocrimerate by year

Beat: Represents the specific beat or police geographic area where the incident took place. Beats are the smallest police divisions.

Explore crime statistics with our interactive Tableau project. Visualize incidents on a map, track real-time updates, and analyze trends for informed law enforcement decisions.

Block: A partially redacted address that provides the general location of the incident (usually on the same block as the actual address).

Crimerates in Toronto

Policedashboard

Description: A secondary description of the incident, offering further details and subcategories of the primary description.

Problem Scenario: Crime analysis is important for law-and-order maintenance at any place. It helps the police department and law enforcement agencies to identify patterns of crime, which is crucial for the effective planning of a crime prevention program. The purpose of crime data analysis is to support the operations of the police department, like a criminal investigation, apprehension, prosecution, and development of crime prevention and reduction strategies.

UCR (Uniform Crime Reporting) Code: A code that is directly linked to the Primary Type and Description, providing standardized classification.

Y Coordinate: Provides the y-coordinate of the location where the incident occurred, typically in state plane coordinates.

X Coordinate: Provides the x-coordinate of the location where the incident occurred, typically in state plane coordinates.