Determining Correlation Between Vehicle Speed and Toronto Ward

Description

  • Juanes Lamilla

  • 06 March, 2023

Analysis: Using R, one-sided ANOVA test was applied to determine a statistically significant correlation between average road speeds and Toronto ward, followed by post-hoc tests such as the Tukey-Kramer method for further analysis. My background in urban planning was drawn upon to make observations on the results and make recommendations for the city. Over 10,000 data points were analyzed across Toronto's 25 wards.

The initial portion of this study was conducted as a group assignment for GGR276 (Spatial Data Science) at the University of Toronto. This assignment focused on the ANOVA test, and the report can be found here