Insights and recommendations to decrease an MCI

The Toronto Police Service (TPS) is undergoing continuous improvement efforts to enhance confidence and strengthen ties with our society by providing access to open data for public safety in Toronto. The Service would like students to examine Major Crime Indicators (MCI) data* available on the Toronto Police Service’s Public Safety Data Portal (PSDP), in order to conduct:1) Exploratory Analysis of one particular crime type from the MCI dataset (Homicide, Robbery, Assault, Theft Over, Auto Theft, Break & Enter)2) Insights of main crime tendencies and correlations with demographics, other MCIs, temporal data (time of day, day of week), and other factors3) Final report and/or presentation of recommendations to decrease the crime rate and enhance crime prevention of the selected MCI*Consideration to be given on the use of text mining of street names and free form notesMCI Data can be found at http://data.torontopolice.on.ca/datasets/mci-2014-to-2019

Data visualization improvement

The Toronto Police Service (TPS) is undergoing continuous improvement efforts to enhance confidence and strengthen ties with our society by providing access to open data for public safety in Toronto.The Service would like students to recommend potential improvements of data visualization available on the Toronto Police Service’s Public Safety Data Portal (PSDP). Students can choose at least one visualization (map or dashboard) to :1) Derive insights for the development of new visualizations for PSDP such as analytic dashboards, interactive visual exploration, heat maps that would enhance the “analytics journey” of users2) Development of mock-up solutions that would expand the usage of data visualization by the public3) Thorough ability to conduct and recommend ways to visualize analytics and tell a story would be a plus4) Delivery of a final report and/or presentation of recommendationsAll maps can be found here: http://data.torontopolice.on.ca/pages/mapsAll data analytics visualizations can be found here: http://data.torontopolice.on.ca/pages/data-analytics

Data visualization improvement

The Toronto Police Service (TPS) is undergoing continuous improvement efforts to enhance confidence and strengthen ties with our society by providing access to open data for public safety in Toronto.The Service would like students to recommend potential improvements of data visualization available on the Toronto Police Service’s Public Safety Data Portal (PSDP). Students can choose at least one visualization (map or dashboard) to :1) Derive insights for the development of new visualizations for PSDP such as analytic dashboards, interactive visual exploration, heat maps that would enhance the “analytics journey” of users2) Development of mock-up solutions that would expand the usage of data visualization by the public3) Thorough ability to conduct and recommend ways to visualize analytics and tell a story would be a plus4) Delivery of a final report and/or presentation of recommendationsAll maps can be found here: http://data.torontopolice.on.ca/pages/mapsAll data analytics visualizations can be found here: http://data.torontopolice.on.ca/pages/data-analytics

Intranet website for employees only

The goals for this project are to deliver a robust, data-driven website hosted locally on our servers which is easy to navigate and designed with the end-user in mind. The main consumers of this website are analysts, police officers, senior officers and administrators. The focus of the website is to deliver an engaging and dynamic experience through the use and integration of technologies such as chatbots, dynamic charting tools etc.