Race, Space, and Political Giving: Does Political Geography Create Donation Dead Zones in Canada?

Read time
7 min read
Published date
Feb 9, 2026
Category
Machine Learning
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Race, Space, and Political Giving: Does Political Geography Create Donation Dead Zones in Canada?
Political donations are among the most visible forms of political participation and one of the clearest indicators of political influence, yet in Canada they remain unevenly distributed across racial and geographic lines. This paper examines how race and space interact to shape patterns of political giving. Do donations decrease as the concentration of a racial group within a geographic area increases? Does reduced proximity to active donor networks weaken the social normalization of donating? Using descriptive spatial analysis of federal political donation data, we first visualize donation patterns across Canadian geography. We then link donation data with neighbourhood income from the Canadian Census, and add a race layer using Census Canada’s visible minority data. By combining donation patterns, income, and racial composition, we assess whether race and space independently affect giving—and whether “donation dead zones” emerge in racialized, lower-income areas where social exposure to donors is limited.
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