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Discourse Analysis

Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.

Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification

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Policy Critique

5,980 comments
Page 7 of 299
These are your tariffs Trudeau not Trumps??- you are nothing but a liar and instigator !!!\n\nMirroring your own self image \nYou’re the issue!\nYou and your playmate Singh!\n\nHell has her mouth wide open with you and …
These are your tariffs Trudeau not Trumps??- you are nothing but a liar and instigator !!!\n\nMirroring your own self image \nYou’re the issue!\nYou and your playmate Singh!\n\nHell has her mouth wide open with you and every Liberal/ NDP on it!!!\n\nYou’re a disgrace to all things true!!!
Harshly criticizes Trudeau and coalition government policies while implicitly calling for political change through inflammatory language.
@mandycote5662 Mar 4, 2025
Trudeau is not for Canadians...he is for himself at the expense of Canadians.
Trudeau is not for Canadians...he is for himself at the expense of Canadians.
Direct criticism of Trudeau's leadership and policies as self-serving rather than benefiting Canadians.
@sweetgrassprincess Mar 4, 2025
Suddenly he want to fight drugs while for past years you legalize every possible drug i Canada. You should be ashamed of yourself Trudeau. When Trump wanted to put tarrifs on Canada you were gone …
Suddenly he want to fight drugs while for past years you legalize every possible drug i Canada. You should be ashamed of yourself Trudeau. When Trump wanted to put tarrifs on Canada you were gone to Portugal apart of making a deal with the guy. Now you cry like a little guy and blaming Trunp for everything while you wasnt even here to negotiate and you shut down Canadian government for your own partisan purpose and government does not exist right now in Canada just because you afraid of loosing election so you just trying to survive as a PM for as long as possible. Not trump but YOU destroyed Canada and its economy and making Canadians life harder and harder and spending our tax money all over the world
Sustained criticism of Trudeau's drug policy, trade negotiations, and government management with economic impact claims.
@MissLuErAn Mar 4, 2025
Trudeau!! What are you doing??? You are NOT the PM of Canada any more! You call Trump a dictator at the expense of Canadians??? You are increasing the tariffs FOR Canadians?? How idiotic!!!! Get OFF!!!!!
Trudeau!! What are you doing??? You are NOT the PM of Canada any more! You call Trump a dictator at the expense of Canadians??? You are increasing the tariffs FOR Canadians?? How idiotic!!!! Get OFF!!!!!
Directly criticizes Trudeau's policies and decisions regarding tariffs and border management with rhetorical questions.
@Boko-u1q Mar 4, 2025
People praising a guy that has left Canada on its knees ????
People praising a guy that has left Canada on its knees ????
Criticism of Trudeau's leadership and its perceived negative impact on Canada's condition.
@hugo19442 Mar 4, 2025
People saying they stand trudeau or canada please understand that this same prime minister RUINED CANADA. .
People saying they stand trudeau or canada please understand that this same prime minister RUINED CANADA. .
Direct criticism of Trudeau's governance record, claiming he has damaged Canada.
@traffickxng Mar 4, 2025
He can grandstand all he wants. You dont keep your word, then your word becomes meaningless.
He can grandstand all he wants. You dont keep your word, then your word becomes meaningless.
Critiques credibility and follow-through on political commitments, questioning the value of rhetoric without action.
@Joshua-nt9cc Mar 4, 2025
I THOUGHT TRUMP WAS SUPPOSED TO MAKE AMERICA GREAT AGAIN!!!\nANOTHER LIE!!!
I THOUGHT TRUMP WAS SUPPOSED TO MAKE AMERICA GREAT AGAIN!!!\nANOTHER LIE!!!
Criticizes Trump's policies and campaign promises as unfulfilled, framed as a broken commitment.
@Warren-o3y Mar 4, 2025
Quite hypocritical, Canada is implementing a 26% Carbon tax increase on all goods come APRIL 1st and Carney thinks thats low. Our government has been doing this to Canadians since April 2019.
Quite hypocritical, Canada is implementing a 26% Carbon tax increase on all goods come APRIL 1st and Carney thinks thats low. Our government has been doing this to Canadians since April 2019.
Critiques government carbon tax policy as hypocritical and economically harmful to Canadians, combining policy analysis with economic impact concerns.
@leannetaborski3773 Mar 4, 2025
Trump, and GOP agenda: decouple from friends and allies, Align with enemies and dictators.
Trump, and GOP agenda: decouple from friends and allies, Align with enemies and dictators.
Directly critiques Trump and GOP foreign policy agenda regarding alliances and international relations.
@bicqtran Mar 4, 2025
The Liberal government has destroyed Canada.
The Liberal government has destroyed Canada.
Broad criticism of the Liberal government's governance record without specific policy details or evidence.
@benjaminrivas5172 Mar 4, 2025
you do not stand for any Canadian you lie through your teeth you have not stood for Canada in 9 years
you do not stand for any Canadian you lie through your teeth you have not stood for Canada in 9 years
Direct criticism of PM's record over 9 years, accusing him of not representing Canadians.
@franksibbick5811 Mar 4, 2025
The orange clown still does not understand how Tariffs work. It is evident he thinks it's a tax and when he sees the numbers in terms of government revenue accredited to tariffs, he ignorantly believes …
The orange clown still does not understand how Tariffs work. It is evident he thinks it's a tax and when he sees the numbers in terms of government revenue accredited to tariffs, he ignorantly believes the country is making money. His understanding so simple he thinks he has raised GDP and is making America great again when in fact he is single handedly and in the face of universal opposition destroying the economy and causing grievous hardship to millions of Americans. Apparent friend to our worst enemies and himself the biggest enemy of the people.
Detailed critique of US tariff policy and economic understanding, framing it as harmful and ignorant governance.
@dominicdoyle6553 Mar 4, 2025
Professor Jeffrey Sachs put it well regarding Trumps deficits with countries and so charging them tariffs…. “it’s like you maxed out your credit card all over town and then blamed the businesses who sold you …
Professor Jeffrey Sachs put it well regarding Trumps deficits with countries and so charging them tariffs…. “it’s like you maxed out your credit card all over town and then blamed the businesses who sold you those goods and services for selling them to you”!!
Uses an analogy to critique Trump's tariff and deficit policies, analyzing government economic decisions.
@maxmartin7080 Mar 4, 2025
It's not a trade war it's evening up the tariff. Stop lying
It's not a trade war it's evening up the tariff. Stop lying
Disputes the characterization of tariff policy as a 'trade war,' arguing it's actually tariff equalization, and accuses the video/speaker of misrepresentation.
@scottjackline3430 Mar 4, 2025
You have no idea what Trudeau has done to our country. We are ill-prepared for these tariffs. He is no hero. His speech was nauseating.
You have no idea what Trudeau has done to our country. We are ill-prepared for these tariffs. He is no hero. His speech was nauseating.
Criticizes Trudeau's handling of tariffs and economic preparedness without providing specific evidence.
@Heidi.M Mar 4, 2025
As much as I disagree with most of Trudeau’s domestic politics I must say that this was a good address and seems to be where he is strongest. With that said though I still would …
As much as I disagree with most of Trudeau’s domestic politics I must say that this was a good address and seems to be where he is strongest. With that said though I still would not vote liberal in the next election.
Nuanced critique acknowledging some strengths while expressing disagreement with domestic policy and voting intentions.
@rancorslayer5228 Mar 4, 2025
As a Canadian I'm embarrassed to see anyone supporting this PM now after all the bullshit he's put us through in the last 8 years. It's sad to see you've all been vaccinated into idiocracy!
As a Canadian I'm embarrassed to see anyone supporting this PM now after all the bullshit he's put us through in the last 8 years. It's sad to see you've all been vaccinated into idiocracy!
Personal statement of embarrassment as a Canadian combined with criticism of PM's 8-year record.
@cloudseedingcalifornia6760 Mar 4, 2025
Liberal policy is and continues to be failing Canadians !
Liberal policy is and continues to be failing Canadians !
Direct criticism of Liberal government policy as failing Canadians, without specific evidence or elaboration.
IronGame-c9k Feb 24, 2026
This is what lazy European far right parties always do : blame a national problem on undocumented migrants. This is just cruelty for the sake of it. If you want them out of here, you …
This is what lazy European far right parties always do : blame a national problem on undocumented migrants. This is just cruelty for the sake of it. If you want them out of here, you do that. What's the point of preventing them from getting health care. Like a virus will know not to go from an undocumented immigrant to a regular Canadian citizen. It is a dumb policy and it tells me the Conservatives are uncapable of generating original ideas. Definitely not ready for government.
Directly criticizes Conservative policy on undocumented migrants' healthcare access as illogical and cruel, with moral condemnation of the approach.
Al-dj3wp Feb 25, 2026
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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
Identity Assertion
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Tyler Oliveira 1,991
RocaNews 467
JamCan 274
Yoke Immigration Canada 89
Solidarity
CNN 4,297
Tyler Oliveira 400
RocaNews 75
JamCan 36
CTV Your Morning 32
Policy Critique
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Tyler Oliveira 551
Toronto Sun 340
CTV News 268
RocaNews 235
Humor / Satire
CNN 2,078
Tyler Oliveira 1,667
RocaNews 241
Global News 89
CTV News 68
Fear / Threat
Tyler Oliveira 1,549
CNN 1,332
RocaNews 321
JamCan 204
Toronto Sun 118
Meta-Commentary
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CNN 1,478
RocaNews 168
CTV News 81
JamCan 77
Unverified Claim
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Tyler Oliveira 820
RocaNews 203
Yoke Immigration Canada 203
JamCan 152
Moral Argument
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Tyler Oliveira 704
RocaNews 205
JamCan 73
CTV Your Morning 23
Classified by Claude Haiku (Anthropic) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)