The 2019 Canadian Federal Election saw no shortage of toxic and attack-style campaign communications. Much of this took place on Twitter, which has grown in popularity amongst both candidates and the public since 2015. Examining the tweets of every candidate in the election from the LPC, CPC, NDP, GPC, and PPC, this study seeks to understand which candidates are most likely to send out toxic tweets. I find that within parties, women are almost always more likely than men to send out toxic tweets. Most importantly, I find that the representation of women within ridings is key to understanding candidate toxicity online. On the one hand, women are more likely to be toxic than men in ridings dominated by men while on the other hand, the opposite is true for men: they are more likely to send out a toxic tweet than women in ridings where women constitute the majority.
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