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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 263 of 299
Is it the same Kenny who ran brutal fascist dictatorship in Alberta during "pandemia"? Strange to hear such none-woke speeches
Is it the same Kenny who ran brutal fascist dictatorship in Alberta during "pandemia"? Strange to hear such none-woke speeches
Commenter critiques Kenney's pandemic policies with ironic tone, questioning his credibility on immigration despite his non-woke rhetoric.
radretev4611 Feb 17, 2026
Why to blame people blame the govt who used students for their feees
Why to blame people blame the govt who used students for their feees
Critiques government policy for exploiting international students through fees rather than blaming the students themselves.
Carcare_taker Oct 5, 2025
You are finish. Enough of taking advantage of USA
You are finish. Enough of taking advantage of USA
Accusation that Canada is exploiting the USA, framing Canadian policy as unfair advantage-taking.
@BeySim1490 Mar 4, 2025
They have no leverage. They will cave like all the others.
They have no leverage. They will cave like all the others.
Expresses skepticism about Canada's negotiating position and predicts capitulation, combining strategic critique with pessimism.
@marcopolo-xj4yw Mar 4, 2025
Trump’s Fentanyl excuse is probably total BULLSHIT and this isn’t about Fentanyl at all..????
Trump’s Fentanyl excuse is probably total BULLSHIT and this isn’t about Fentanyl at all..????
Dismisses Trump's stated rationale (fentanyl) as false and suggests hidden motives without evidence.
@RichardLoomis-k7x Mar 4, 2025
Canada ain't doing shit
Canada ain't doing shit
Brief dismissive critique of Canada's government action or inaction on an unspecified issue.
@MannDoesArt Mar 4, 2025
Corrupt government an mass immagration
Corrupt government an mass immagration
Criticizes government corruption and mass immigration policy as interconnected failures.
JimmyDoucette Aug 26, 2025
Trump is trolling the world very hard. \nEveryone keeps falling for it. We know his play: Distract. Distract. Distract. \nIt's all show and no go. But as before, in his last term, there is a …
Trump is trolling the world very hard. \nEveryone keeps falling for it. We know his play: Distract. Distract. Distract. \nIt's all show and no go. But as before, in his last term, there is a time limit to his fecklessness.
Critiques a political figure's strategy and effectiveness using sarcastic tone ('show and no go'), blending satire with substantive criticism.
@simonreid7389 Mar 4, 2025
CNN should do their research on this clown before they try to make him look like a hero. But then again what do expect a leftist news network supporting a leftist dictator.
CNN should do their research on this clown before they try to make him look like a hero. But then again what do expect a leftist news network supporting a leftist dictator.
Criticizes media coverage and political ideology, attacking both the news network and the political figure's positions.
@Dbodell8000 Mar 4, 2025
You should check out downtown edmonton and vancouvers downtown east side
You should check out downtown edmonton and vancouvers downtown east side
Suggests examining specific urban areas, implying criticism of conditions related to immigration policy without explicit elaboration.
kingkree1 Oct 6, 2025
I would have had no problem with bringing in Indians who were actually of quality. Doctors, engineers, genuinely intelligent men and women, where are they? Why are we bringing in all these waves of "students"?
I would have had no problem with bringing in Indians who were actually of quality. Doctors, engineers, genuinely intelligent men and women, where are they? Why are we bringing in all these waves of "students"?
Critiques selection criteria for immigration, implying current 'student' intake lacks quality; contains implicit unverified claim about immigrant qualifications.
lonum4194 Oct 4, 2025
Canada and Mexico both complied with his demands. Give him and inch..
Canada and Mexico both complied with his demands. Give him and inch..
Criticizes Canada's compliance with demands (policy) while implying a slippery slope without evidence.
@brettbenson7690 Mar 4, 2025
Trudeau was naive, this was never about the drugs crossing the border. \nThe tarrifs were never EVER going to leave. Trump is using them as a weapon to harm both sides of the border and …
Trudeau was naive, this was never about the drugs crossing the border. \nThe tarrifs were never EVER going to leave. Trump is using them as a weapon to harm both sides of the border and destroy the alliance that would unify and stand against Putin. \n\nThat's what it's about, destroying alliances, annexing canada, and using tarrifs as a means to do it.
Critiques government naivety and Trump's tariff strategy while making unsubstantiated claims about annexation intentions.
@davidkraft314 Mar 4, 2025
add another comma in that number and maybe another digit or two and we are good.
add another comma in that number and maybe another digit or two and we are good.
Sarcastically suggests deportation numbers should be significantly higher, critiquing current policy as insufficient.
Odin-w5p Dec 31, 2025
As someone from Ottawa Canada who goes to Toronto often, yes there are a lot of Indians in our country and my gripe comes down to how they overrun traditional fast food places we grew …
As someone from Ottawa Canada who goes to Toronto often, yes there are a lot of Indians in our country and my gripe comes down to how they overrun traditional fast food places we grew up on, but since they have no attachment to it they half ass and don’t make things up to par and make it seem like they’re doing you a favor when you’re paying. So many places are ruined because of this, not just Tim Hortons. However, Tyler postured this as if this is a recent epidemic when Brampton has BEEN known for a lot of Indian immigrants starting in the late 80s and 90s- maybe he mentions this and I missed it or I haven’t got to it yet as I’m midway through the video… Toronto and its areas are very diverse and have been for a long time. Nearby from Brampton in Markham that’s where a lot of Chinese are and you can see it by the business types and you see Chinese lettering under English writing in some places. So why is Tyler acting like this is a rapid epidemic that just started? To ramp you guys up. Again, not denying the fact we have a ton of Indians and have taken in more than ever in the recent years, but these weren’t calm white places that have been overrun like in some of your other videos in Europe, etc.
Critiques both immigration policy outcomes and video framing while asserting Canadian cultural identity tied to traditional establishments, with nuanced historical context.
lanceyrenzo932 Jan 29, 2026
Trudeau needs to talk about magatardism like the scourge it is, as well.
Trudeau needs to talk about magatardism like the scourge it is, as well.
Commenter critiques the Prime Minister's approach to addressing what they view as a political ideology problem.
@wconradjr Mar 4, 2025
Trudeau is such a nancy that I just cannot take him seriously.
Trudeau is such a nancy that I just cannot take him seriously.
Dismissive criticism of Trudeau's leadership credibility, framed as a personal attack on his character rather than specific policy analysis.
@ricb7801 Mar 4, 2025
There is a misunderstanding and disagreement happening between Canada and America obviously but a trade WAR?! Come on now smh that’s a bit dramatic. There is no war of any kind between America and Canada …
There is a misunderstanding and disagreement happening between Canada and America obviously but a trade WAR?! Come on now smh that’s a bit dramatic. There is no war of any kind between America and Canada , not even a trade war. Fake news, knock it off. Smh
Challenges the characterization of trade tensions as a 'war,' dismissing media framing while implicitly critiquing the discourse around the conflict.
@KatrinaMelvin Mar 4, 2025
The Donald is complete out of control.
The Donald is complete out of control.
Critical statement about Trump's behavior and control, framed as political critique rather than personal narrative.
@andreaso.raschendorfer8141 Mar 4, 2025
Has anyone noticed that there's been nothing but threats there's been no capitulation or understanding
Has anyone noticed that there's been nothing but threats there's been no capitulation or understanding
Observational critique of negotiation approach, noting absence of dialogue or compromise in policy interactions.
@adescorner 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)