Canada stands for openness, equality, progress, and commitment to international law. Yet if we allow our votes to be split, the Conservative Party could claim victory with only 37%. We must not follow our neighbor to the South and risk sliding into authoritarian rule. When we vote together, we protect Canada’s future. Please consider our riding-specific recommendations, powered by data science, to optimize the probability of a progressive candidate winning in your area.

Dufferin—Caledon

Please vote for: Malalai Halimi, Liberal Party of Canada

Party	Polling Average
CPC (Kyle Seeback)	52%
LPC (Malalai Halimi)	33%
GPC	6%
NDP (Viktor Karklins)	6%
PPC (Dympna Carolan)	3%

Be sure to revisit our recommendations as Election Day approaches, since they will be updated in response to new polling data. We use the polling average of 338 Canada as a basis to provide our recommendations.