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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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Identity Assertion

5,512 comments
Page 215 of 276
probably the worst race objectively
probably the worst race objectively
Makes a derogatory racial/ethnic claim framed as objective fact, asserting negative identity-based judgment.
sigmafentmaxxer Jan 27, 2026
Buddy. You're not Canadian
Buddy. You're not Canadian
Challenges another commenter's claim to Canadian identity, establishing boundary of belonging.
@thebekavacteam Mar 4, 2025
What really the funny part is that the democrats party is so easily emotionally manipulated that assimilation is going to get called some know racist and a Democrats psychology is so easily manipulated they would …
What really the funny part is that the democrats party is so easily emotionally manipulated that assimilation is going to get called some know racist and a Democrats psychology is so easily manipulated they would never want to come off racist even at the demise of their own children’s future. Remember when critical race theory was being introduced in schools and shaming white people. You put the whole idea behind racism and look at how everyone jumped behind it .
Frames immigration through partisan identity politics and assimilation concerns, with unsubstantiated claims about Democratic manipulation and critical race theory consequences.
Lovefreelylovefully Jan 27, 2026
I don’t stand with anyone except the UNITED STATES Of AMERICA! But I want to make something very clear. We just went through 4 years of absolute hell with The Biden administration!! No way around …
I don’t stand with anyone except the UNITED STATES Of AMERICA! But I want to make something very clear. We just went through 4 years of absolute hell with The Biden administration!! No way around it. And the democrats will do anything to make trump look bad no matter if it hurts our country or not. They simply hate the fact that the checks and the cross dressing and what ever nasty crap they spent our money on . They won’t talk about that! But what I want to know is why we aren’t saying ok Canada we spend trillions militarily protecting you. And the won’t even come up to the 2% on defense they lied about participating in. Why should we pay for everything then they want to tax us?? Should America not get something for protection of a country?? Why do we need to pay there bills? Why should we pay for a war we’re not in? Ukrainian war Americans pay?? No! Canada dosent defend themselves Americans pay?? Then when we tax them like they tax us they want to slap a gift horse in the mouth??
Primarily asserts American identity and superiority while critiquing military spending and defense burden-sharing.
@danielfowler5940 Mar 4, 2025
Trudeau is a little globalist scumbag just like Biden. Hearing them cry is freedom ringing.
Trudeau is a little globalist scumbag just like Biden. Hearing them cry is freedom ringing.
Uses derogatory framing ('globalist scumbag') to assert ideological opposition and in-group/out-group positioning.
@shawnr100 Mar 4, 2025
authenticity is gone
authenticity is gone
Vague assertion about loss of national/cultural authenticity, implying demographic or cultural change as a concern.
narender6761 Jan 28, 2026
They ruin the indians reputation that have assimilated into the canadian culture
They ruin the indians reputation that have assimilated into the canadian culture
Suggests non-assimilated immigrants damage the reputation of assimilated groups, implying cultural hierarchy and belonging criteria.
Thecamper0131 Jan 29, 2026
As a Canadian, thank you for covering this. It's genuinely killing our country.
As a Canadian, thank you for covering this. It's genuinely killing our country.
Asserts Canadian identity while claiming immigration is 'killing our country,' expressing nationalist concern about national decline.
leonardwall8290 Jan 28, 2026
Welcome to Canadistan
Welcome to Canadistan
Uses a derogatory portmanteau ('Canadistan') to assert a nationalist identity and frame immigration as threatening national character.
Willow2742 Jan 28, 2026
He and his nation are not driven by hate and stupidity. That's the difference. Wake up, America.
He and his nation are not driven by hate and stupidity. That's the difference. Wake up, America.
Asserts a positive national identity for Canada/Canadians by contrasting them favorably with America, using us-vs-them framing around values.
@cptomi26 Mar 4, 2025
TRUMP will eat this guys lunch ! Pootie poot is not are problem i wish some people could grasp that your problem is every demacrat selling we the people into slavery!!!
TRUMP will eat this guys lunch ! Pootie poot is not are problem i wish some people could grasp that your problem is every demacrat selling we the people into slavery!!!
Commenter uses partisan framing (Democrats as enemies, Trump as strong) and positions themselves within a political identity group, though the connection to Canada is unclear.
@KennethBaltierra-ux5km Mar 4, 2025
Trump is a coward
Trump is a coward
Brief personal judgment framing Trump negatively as part of political identity positioning.
@krisilyubenov2372 Mar 4, 2025
Canada won't back down at all they never did during the oppressive mandates they formed the trucker convoys and put a stop to that madness the U.S never did anything like that. Trump is just …
Canada won't back down at all they never did during the oppressive mandates they formed the trucker convoys and put a stop to that madness the U.S never did anything like that. Trump is just a terrible leader all he has done since in power is attack allies its not like he went after any of the people that were trying to get him convicted, this moronn as soon as he was voted into power he attacked Canada his closest ally ridiculous, I'm beginning to think Trump is an agent of some kind based on his actions so so retarded his actions.
Asserts Canadian national identity and resilience ('Canada won't back down'), critiques Trump's leadership, and compares Canada-US responses to mandates.
@jessemelville Mar 4, 2025
Brampton is nut. A small plaza has like 20 stop signs because people do not have self regulation.
Brampton is nut. A small plaza has like 20 stop signs because people do not have self regulation.
Criticizes Brampton's infrastructure and traffic safety, implicitly blaming immigrant populations for poor civic behavior and lack of self-regulation.
leeleland Jan 29, 2026
The wildly popular Trudeau versus the not so wildly popular Trump, I think I get this Leftist contrary logic
The wildly popular Trudeau versus the not so wildly popular Trump, I think I get this Leftist contrary logic
Uses partisan framing ('Leftist') to dismiss the comparison, asserting ideological identity and dismissing opposing viewpoint.
@erikhyndman1115 Mar 4, 2025
We learn in University that Canada has improved from identity politics (Canada's culture and values) to diversity politics and it's a GOOD thing. Don't question it, you don't need an identity in order to have …
We learn in University that Canada has improved from identity politics (Canada's culture and values) to diversity politics and it's a GOOD thing. Don't question it, you don't need an identity in order to have a culture... We are doomed
Expresses concern about loss of Canadian identity and cultural values due to diversity politics, framing it as existential threat.
ReluctantSkeptic Jan 29, 2026
Just Ike our Country (Canada)\n\nSaid ; your president kept: insulting. \nOur Prime Minister- by cslling \n\nHim Governor : that is an insult to our \nPrime Minister of Canada ?? \n\n\nWe will never be. Part of …
Just Ike our Country (Canada)\n\nSaid ; your president kept: insulting. \nOur Prime Minister- by cslling \n\nHim Governor : that is an insult to our \nPrime Minister of Canada ?? \n\n\nWe will never be. Part of the us ,\n\n\nAnd your country is. Cosing up to \n\nRussia ! \n\nCanada ?? is your friend \n\n\n\nIt’s all about. Your president \n\n\n\nWanting our country to become \n\nA part of America \n\n\nThat is what this is all about \n\n\nCanada ?? I’d not for saie \n\nAnd never will be. !
Asserts Canadian national identity and sovereignty while criticizing Trump's disrespect and alleged annexation ambitions.
@patricialacroix1645 Mar 4, 2025
Anybody the is on the russian side is no a friend of the usa
Anybody the is on the russian side is no a friend of the usa
Makes a geopolitical us-vs-them claim about friendship and allegiance based on political alignment.
@oscargamez8007 Mar 4, 2025
We don't back down to anyone when it comes to Canada our freedom comes first Donald Trump win this war come on man what you thinking when it comes to us
We don't back down to anyone when it comes to Canada our freedom comes first Donald Trump win this war come on man what you thinking when it comes to us
Asserts Canadian identity and freedom as paramount while calling for confrontation with Trump, centered on national belonging and pride.
@blairhay3335 Mar 4, 2025
Stand with Canada!!!!!??????????
Stand with Canada!!!!!??????????
Expresses national solidarity and patriotic sentiment with emphatic punctuation, framing Canada as a unified entity to support.
@laurac6223 Mar 4, 2025
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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
Identity Assertion
CNN 2,313
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
CNN 3,445
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
CNN 1,480
Tyler Oliveira 820
RocaNews 203
Yoke Immigration Canada 203
JamCan 152
Moral Argument
CNN 1,733
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)