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Discourse Analysis

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

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of 487,977 total
Coverage
9.1%
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Categories Active
14
of 14 discourse types
Avg Confidence
0.807
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Model
Claude Haiku
multi-label classification

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Policy Critique

5,980 comments
Page 171 of 299
Lena Diab is the Liberal version of Alejandro Mayorkas. Put in place to do nothing.
Lena Diab is the Liberal version of Alejandro Mayorkas. Put in place to do nothing.
Attacks a specific minister's competence and effectiveness through partisan comparison.
rolfjacobsen4477 Feb 27, 2026
Trump is clueless
Trump is clueless
Brief criticism of Trump's competence and understanding, a direct policy/leadership critique.
@chrisstainer3090 Mar 4, 2025
You know he's going to cave just like Zelensky did right?
You know he's going to cave just like Zelensky did right?
Skeptically questions whether Trudeau will follow through on his stated position, critiquing his credibility and resolve.
@adamcruz4921 Mar 4, 2025
Trudeau has spent the last 9 years destroying Canada. He is supposedly on his way out. Most of Canada want him gone the guy was a drama teacher that lost his job for an inappropriate …
Trudeau has spent the last 9 years destroying Canada. He is supposedly on his way out. Most of Canada want him gone the guy was a drama teacher that lost his job for an inappropriate relationship with a minor. He arranged a NDA for a couple of million. All Americans see is his hair and his speaking ability. You can’t believe any of the word salad out of his mouths. Canada’s most corrupt PM ever.
Critiques Trudeau's governance record and makes unverified claims about his past (NDA, inappropriate relationship) without evidence.
@kimjohnson2751 Mar 4, 2025
How lame and stupid? \n\nGo down to the Oval Office and negotiate an MRA. Negotiate and get it signed by the EOY, similar to what our Honourable PM Modi has done. \n\nAs simple as ABC. …
How lame and stupid? \n\nGo down to the Oval Office and negotiate an MRA. Negotiate and get it signed by the EOY, similar to what our Honourable PM Modi has done. \n\nAs simple as ABC. Trump came to power with the rhetoric he is implementing today.
Criticizes government negotiation strategy and calls for specific action (negotiating trade agreement by end of year).
@princerasiwasia Mar 4, 2025
Thank the Trudeau government..
Thank the Trudeau government..
Blames the Trudeau government for immigration issues, implicitly calling for political change.
AliSweetFlower Feb 18, 2026
Fuxx Justin Trudeau the woke globalist who hates the western world
Fuxx Justin Trudeau the woke globalist who hates the western world
Criticizes Trudeau's policies and ideological direction using charged language ('woke globalist').
@stormycoffee Mar 4, 2025
LOL all of Trudeau’s ideas are Trump’s ideas. Why is he taking action now to correct all those problems? Canadians need to wake up and get rid of this weak clown.
LOL all of Trudeau’s ideas are Trump’s ideas. Why is he taking action now to correct all those problems? Canadians need to wake up and get rid of this weak clown.
Criticizes Trudeau's leadership and policies while calling for Canadians to remove him from office.
@FrankVu-x3f Mar 4, 2025
The US didn’t start this trade war. An idiot in the White House did. \nHe gullible MAGAts might be supporting him now but that sting is coming directly back at them.
The US didn’t start this trade war. An idiot in the White House did. \nHe gullible MAGAts might be supporting him now but that sting is coming directly back at them.
Criticizes Trump's trade war initiation and warns of negative consequences for his supporters.
@6toedpete Mar 4, 2025
you lied to us through your full term in parliment\n why should I believe anything you say, we had the chance to stop these tarifs ,it's you that has made this worse, and since we …
you lied to us through your full term in parliment\n why should I believe anything you say, we had the chance to stop these tarifs ,it's you that has made this worse, and since we are censored Canadians don't know the real truth to all this,
Accuses the government of dishonesty and mishandling tariff negotiations while expressing concerns about censorship and truth.
@ianward3278 Mar 4, 2025
Don’t blame the govt blame the ppl that scammed the system
Don’t blame the govt blame the ppl that scammed the system
Redirects blame from government to individuals who exploited immigration system, critiquing enforcement rather than policy itself.
emilyt4323 Nov 20, 2025
You voted Liberal, then don’t complain, this is what you voted for and things will only get worse
You voted Liberal, then don’t complain, this is what you voted for and things will only get worse
Blames Liberal government for immigration policy outcomes and warns of worsening conditions, framed as political accountability.
pete8516 Feb 18, 2026
the numbers should be 2.96 million. this is weak, do better canada
the numbers should be 2.96 million. this is weak, do better canada
Critiques the reported immigration numbers as insufficient and calls for better performance from Canada.
gab-o-r2c Feb 18, 2026
This guy is a liar and a tyrant. Never forget how he treated churches in Alberta
This guy is a liar and a tyrant. Never forget how he treated churches in Alberta
Criticizes Trudeau's treatment of churches as a policy/governance issue with moral undertones.
@mikebeschen7748 Mar 4, 2025
trudeau is the ONLY one to blame for everything that Canada became in the last 8 years.
trudeau is the ONLY one to blame for everything that Canada became in the last 8 years.
Blames a specific political leader for Canada's problems; focuses on government accountability rather than immigrants directly.
abkostik Aug 26, 2025
A dictator talking about another dictator, this guy literally shut down government and delayed the election
A dictator talking about another dictator, this guy literally shut down government and delayed the election
Criticizes political leadership as dictatorial and references specific policy actions (government shutdown, election delay) as evidence of authoritarian behavior.
@orlandodiaz9472 Mar 4, 2025
Make That Make Sense. Here you go Trudeau. . If US aligns with Ukrain, as very very sad as this situation is, Trump would be declaring opposition with Russia. Then China aligns with Russia. Then …
Make That Make Sense. Here you go Trudeau. . If US aligns with Ukrain, as very very sad as this situation is, Trump would be declaring opposition with Russia. Then China aligns with Russia. Then WW3 starts on North American soil. Did Trump word everything right? Absolutely NOT. NOPE. However… I don’t want a war either. Trump should have just stayed out of it. \n\nLastly Trudeau you liar. You said “no one wins in a trade war…”. Yet you respond to tariffs with tariffs. You just started a trade war!!!! \n\nHow’s that for making sense enough for you!!
Detailed critique of both Trump's and Trudeau's policy decisions regarding tariffs and geopolitical strategy, with analysis of consequences.
@b.pur9981 Mar 4, 2025
If you know about Donald and his character it’s not surprising. Ignorant voters put him in office, now deal with it. Biden was bad? Donald is worse! MAGA would vote for anything because they have …
If you know about Donald and his character it’s not surprising. Ignorant voters put him in office, now deal with it. Biden was bad? Donald is worse! MAGA would vote for anything because they have no clue about government and economy. They think a blonde imbecile will be the answer to everything. Putin is the real boss not Donald.
Critiques Trump's character and policy competence while dismissing his supporters' understanding of government and economics.
@bebejoon3664 Mar 4, 2025
While Trump is aligning himself with other dictators is he trying to kill BRICS while losing allies.
While Trump is aligning himself with other dictators is he trying to kill BRICS while losing allies.
Critiques Trump's foreign policy decisions regarding alliances and geopolitical alignment.
@tracybenkie4495 Mar 4, 2025
Trudeau is a WEF idiot. His dictatorial crackdown during covid was second only to Australia. \nHow and why people listen to,or believe anything he says is beyond me. Canada is beautiful and the vast majority …
Trudeau is a WEF idiot. His dictatorial crackdown during covid was second only to Australia. \nHow and why people listen to,or believe anything he says is beyond me. Canada is beautiful and the vast majority of its people are wonderful but Trudeau is... Really !
Criticizes Trudeau's policies and COVID response while making unsubstantiated claims about WEF connections and dictatorial actions.
@deanwilsher8189 Mar 4, 2025
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Top Channels by Discourse Type

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Identity Assertion
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RocaNews 467
JamCan 274
Yoke Immigration Canada 89
Solidarity
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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
Tyler Oliveira 1,702
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)