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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 19 of 299
Trudeau is a despicable little shit. He has destroyed Canada
Trudeau is a despicable little shit. He has destroyed Canada
The comment harshly criticizes Trudeau and his governance record, making a broad negative assessment of his impact on Canada.
@johnroberts8642 Mar 4, 2025
Justin was being too generous. Donny is a moron straight across the board. A certified cretin.
Justin was being too generous. Donny is a moron straight across the board. A certified cretin.
Criticizes Trudeau's generosity as excessive while insulting Trump with derogatory language.
@chapachuu Mar 4, 2025
Trump has massively overgambled. He’s fucked now, entire world has turned on you.
Trump has massively overgambled. He’s fucked now, entire world has turned on you.
Critiques Trump's negotiating strategy as overreaching and counterproductive, claiming it has isolated the U.S. internationally.
@leonardjohnny67 Mar 4, 2025
That is barely a reduction in the permanent resident quota at all. It’s still way too many to absorb. It should be at most a third of that.
That is barely a reduction in the permanent resident quota at all. It’s still way too many to absorb. It should be at most a third of that.
Directly critiques the adequacy of the government's immigration reduction, arguing quotas remain too high.
JBrierley02 Jan 4, 2026
Blistering? Trudeau? Hardly. Petulant. Peevish. Snippety. Waspish. A weak argument from a weak leader. Tell me…why won’t Canada pay tariffs equal to what they charge the US? Do they expect an unfair advantage because they’re …
Blistering? Trudeau? Hardly. Petulant. Peevish. Snippety. Waspish. A weak argument from a weak leader. Tell me…why won’t Canada pay tariffs equal to what they charge the US? Do they expect an unfair advantage because they’re ‘less than’?
Criticism of Trudeau's leadership and argument quality, with comparative reference to tariff policy between nations.
@robicog1864 Mar 5, 2025
Thanks to J T 8 years as prime minister. We are suffering his mess he left here.
Thanks to J T 8 years as prime minister. We are suffering his mess he left here.
Blames the Prime Minister for current problems, critiquing his governance and legacy.
GbotoesNet Oct 11, 2025
Are Canadians supposed to weep over it? Deport all illegals and criminals ASAP. And sue those bogus immigration consultants and lawyers for making money at the expense of Canada.
Are Canadians supposed to weep over it? Deport all illegals and criminals ASAP. And sue those bogus immigration consultants and lawyers for making money at the expense of Canada.
Criticizes current immigration enforcement and legal practices, calling for deportations and legal action against consultants.
Centurio-LegioX-Equestris Dec 24, 2025
They need to be fired ....allll of em , they suck at their jobs
They need to be fired ....allll of em , they suck at their jobs
Criticizes government officials' job performance and calls for their removal.
inthebreeeze Nov 21, 2025
Trump is a bully
Trump is a bully
Brief characterization of Trump's behavior as bullying, a direct critique of his conduct and leadership style.
@eyh8erc Mar 5, 2025
Not enough being deported and still way too many being let in.
Not enough being deported and still way too many being let in.
Criticizes both insufficient deportations and excessive immigration admissions, expressing dissatisfaction with current policy balance.
cherylwright5540 Dec 26, 2025
I absolutely loathe Justin Trudeau and the immeasurable damage that he has done to my country over the past ten years. That said, he's 100% correct here.
I absolutely loathe Justin Trudeau and the immeasurable damage that he has done to my country over the past ten years. That said, he's 100% correct here.
Criticizes Trudeau's overall governance while acknowledging agreement on a specific policy decision.
@whispers1979 Mar 4, 2025
What a disgrace these people do not know where these students are
What a disgrace these people do not know where these students are
Expresses disapproval of government's inability to track missing students, criticizing institutional competence.
dhirenpydiah9912 Sep 29, 2025
America's economy was a juggernaut the day before Trump and his greedy band of thieves took over, and our strength was in our alliances with Canada, Mexico, and Europe. Our moral strength was in our …
America's economy was a juggernaut the day before Trump and his greedy band of thieves took over, and our strength was in our alliances with Canada, Mexico, and Europe. Our moral strength was in our unwavering support of Ukraine and opposition to Russia. In barely a month Trump has undermined and destroyed all the trust previous administrations (aside from his own) had built. By trying to rob our allies blind and turn the US into a kleptocracy, Trump is destroying the economy and our standing in the world at record pace. Maybe irreversibly.
Detailed critique of Trump administration policies regarding alliances, Ukraine, and economic/moral standing, with implicit comparison to previous administrations.
@saintsataniko2116 Mar 4, 2025
end the carbon tax trudeau or you're worse than trump!
end the carbon tax trudeau or you're worse than trump!
Criticizes carbon tax policy and implicitly calls for its removal through demand directed at Trudeau.
@bradofsaa Mar 4, 2025
As a Canadian, there are lots of issues I disagree on when it comes to our PM, but he bodied this speech.
As a Canadian, there are lots of issues I disagree on when it comes to our PM, but he bodied this speech.
Canadian commenter expresses general disagreement with PM's policies while praising this specific speech performance.
@FlipStar26 Mar 4, 2025
Because the liberals allow it. Corporations love the influx of cheap disposable labor. Best part is that so many people have this idea that voting liberal is voting for The Good Guys. Feels so good …
Because the liberals allow it. Corporations love the influx of cheap disposable labor. Best part is that so many people have this idea that voting liberal is voting for The Good Guys. Feels so good to virtue signal and then complain how you struggle to feed your kids while corporations have been making record profits year after year.
Criticizes liberal government policy on immigration while framing it as economically motivated by corporate interests in cheap labor.
Nebzz Jan 27, 2026
This is irrelevant as even if the government decides to act and remove them, Which, given their ideology is highly unlikely. The courts will over-rule them and decide the illegals have more rights to stay …
This is irrelevant as even if the government decides to act and remove them, Which, given their ideology is highly unlikely. The courts will over-rule them and decide the illegals have more rights to stay than Canadians have rights to defend the country and deport them.
Critiques government inaction and judicial decisions on immigration enforcement, expressing concern about legal outcomes.
phillipdavies6548 Jan 16, 2026
I have literally heard these same words for all of my life and nothing ever changes why would anyone think it will now doesn’t make sense to keep jabbering bout the same shit you ain’t …
I have literally heard these same words for all of my life and nothing ever changes why would anyone think it will now doesn’t make sense to keep jabbering bout the same shit you ain’t even fixing?
Commenter criticizes government for repeating rhetoric without implementing actual policy changes.
@Thatheathennerd Mar 4, 2025
The Liberals have DESTROYED this country.
The Liberals have DESTROYED this country.
Directly criticizes government (Liberal party) policy as destructive to the country, attributing national problems to political leadership.
Zeromus5555 Jan 27, 2026
Sad thing about this video is that it solely puts all the blame on the immigrants and misses the big picture. Who let them in , for what purpose? Why not start with the liberal …
Sad thing about this video is that it solely puts all the blame on the immigrants and misses the big picture. Who let them in , for what purpose? Why not start with the liberal cabal of this nation? Why does Canada have a failed immigration system?
Critiques government policy and the immigration system, questioning decision-makers and systemic failures rather than blaming immigrants.
statickk14 Aug 26, 2025
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Discourse Over Time

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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)