
Edward Ngai
Commentary author and analyst whose piece on Pierre Poilievre's 'charm offensive' is featured in this episode; delivers the lead analysis segment based on sentiment analysis of Poilievre's public remarks.
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Mar 30, 2026 • 15min
Pierre Poilievre's charm offensive is real
Edward Ngai, commentary author and analyst who used sentiment analysis to study political rhetoric. He explains how Poilievre’s tone shifted more positive after the January convention. He outlines the scoring method, shows which settings produce friendlier remarks, and questions whether the reinvention will stick.


