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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 54 of 276
Don’t give them anything when they come full stop 🛑. The Europeans started from scratch and built their own success
Don’t give them anything when they come full stop 🛑. The Europeans started from scratch and built their own success
Asserts a nationalist us-vs-them framing ('Europeans built their own success') while critiquing immigration policy, with emphasis on exclusionary identity claims.
jenniferjohnson5961 Aug 26, 2025
Which immigrants??? All Immigrants!! Or those that are less white than you???
Which immigrants??? All Immigrants!! Or those that are less white than you???
Challenges the framing of 'which immigrants' by suggesting racial bias in the discussion, asserting an us-vs-them dynamic based on whiteness.
tonycordeiro5495 Aug 25, 2025
@5:00 that Gentleman— is just telling the Truth -The Blacks+ the Muslims, are the worse—
@5:00 that Gentleman— is just telling the Truth -The Blacks+ the Muslims, are the worse—
Makes sweeping negative generalizations about racial and religious groups, framing them as threats.
M.Born007 Feb 9, 2026
Canadians are immigrants bro. Actual Canadians are very less. Not all the white peoples are Canadian here.
Canadians are immigrants bro. Actual Canadians are very less. Not all the white peoples are Canadian here.
Challenges the notion of who counts as 'Canadian' by asserting that all Canadians are immigrants and questioning the whiteness-Canadian equivalence.
MrKarlmarx555 Aug 26, 2025
Canada become Indian 2.0, congrat
Canada become Indian 2.0, congrat
Expresses demographic anxiety through comparative framing, suggesting Canada is being replaced by Indian culture, with dismissive tone.
nguachi3n Aug 25, 2025
Immigration has gotten so bad I feel like a stranger in my own country. It's no longer Canada. Liberals and immigration has ruined this once great land.
Immigration has gotten so bad I feel like a stranger in my own country. It's no longer Canada. Liberals and immigration has ruined this once great land.
Expresses loss of national belonging and cultural alienation, framing immigration as existential threat to Canadian identity.
weareone5429 Aug 26, 2025
As a Canadian we need to move on beyond the US they are no longer trustworthy!!!! Europe here we come!!!!
As a Canadian we need to move on beyond the US they are no longer trustworthy!!!! Europe here we come!!!!
Asserts Canadian identity and reorients away from the US toward Europe, framing a national positioning choice.
@marcchartrand36 Mar 4, 2025
We are very proud of our Prime Minister and our Country!??????????
We are very proud of our Prime Minister and our Country!??????????
Expression of national pride and identification with Canadian leadership and country.
@joeyhoney1 Mar 4, 2025
As an American \nWE DON'T WANT THIS EITHER
As an American \nWE DON'T WANT THIS EITHER
Commenter asserts American identity and expresses shared opposition to a policy, framing themselves as part of a broader 'we' rejecting something.
@robertyeats-un7qb Mar 4, 2025
Just so you know not even Canadians like this man!?
Just so you know not even Canadians like this man!?
Asserts Canadian national identity and collective disapproval of Trudeau, using 'us vs. him' framing.
@airbender40 Mar 4, 2025
USA doesn’t need Canada. They need us
USA doesn’t need Canada. They need us
Asserts American superiority and independence from Canada, framing relationship as asymmetrical power dynamic.
@oscali4071 Mar 4, 2025
The most racist province protecting their franco-Aryan heritage.
The most racist province protecting their franco-Aryan heritage.
Frames Quebec's immigration policy as ethnic/cultural protectionism using charged language about heritage and identity.
mcscotty325 Nov 21, 2025
They kept us quiet by threatening us with the label of "racist" but now white people are fed up and now I don't care if you call me a racist because to me that only …
They kept us quiet by threatening us with the label of "racist" but now white people are fed up and now I don't care if you call me a racist because to me that only means that I am standing up for MY RACE and MY RACE made this country and MY RACE developed this country and MY RACE made the values that once made this country great and now I am ashamed of what the politicians have done to my once great country. The reason the birth rate dropped to nothing is because people can't afford children anymore, the cost of living is way to high to afford children.
Asserts racial/ethnic identity as foundational to national ownership and values, frames immigration as cultural displacement, and includes economic grievance about cost of living.
debbiewbd2359 Aug 25, 2025
Immigrants don't care about Canada or USA. MAGA now.
Immigrants don't care about Canada or USA. MAGA now.
Asserts that immigrants lack commitment to Canada/USA and invokes nationalist sentiment (MAGA), framing immigrants as outsiders with incompatible loyalties.
lorraineperron4840 Aug 25, 2025
The Indians that came to Canada in the 80s / 90s were decent people that wanted to fit in. The ones that are coming now want to take over and literally s**t on Canada and …
The Indians that came to Canada in the 80s / 90s were decent people that wanted to fit in. The ones that are coming now want to take over and literally s**t on Canada and its culture.
Contrasts earlier immigrant cohorts with current ones, claiming newer Indian immigrants seek cultural dominance rather than integration.
briancox7875 Aug 26, 2025
Indians established a colony in Canada a long time ago, and their number grew like mushrooms. Before it's too late, Canadians must give up English and learn Hindi. The truth is depressing!
Indians established a colony in Canada a long time ago, and their number grew like mushrooms. Before it's too late, Canadians must give up English and learn Hindi. The truth is depressing!
Claims demographic takeover by Indians and cultural replacement (language shift), framed as an existential threat to Canadian identity.
Perspicacity-pr7dg Aug 26, 2025
The truth is, the very characteristic that made Canada so loved internationally is being used against us. A country should under NO CIRCUMSTANCE CHANGE THEIR WAYS/CULTURE TO MAKE ANY IMMIGRANT/MIGRANT/ASYLUM SEEKER MORE "COMFORTABLE". Sad to …
The truth is, the very characteristic that made Canada so loved internationally is being used against us. A country should under NO CIRCUMSTANCE CHANGE THEIR WAYS/CULTURE TO MAKE ANY IMMIGRANT/MIGRANT/ASYLUM SEEKER MORE "COMFORTABLE". Sad to say this but Canada is too "kind" and too liberal for it's own good. They essentially would have a rabid animal gnawing at their leg but would not try to stop it because the animal maybe "scared" or "hungry" or don't want to hurt it's feeling or something. If Canadians do no protect it's values and culture by restricting and massively reducing integration and not hesitating to deport criminal immigrants, the very soul and identity of this beautiful country will be gone FOREVER (some would already say that already happened)!! That's why I respect Poland so much, they said NO to mass migration by way of asylum seekers, regardless of the backlash from the EU, but that's why unlike those other countries that did the mass migration, Poland remains one of if not the safest European country and best of all, KEPT THEIR IDENTITY!!!
Extended argument about Canada losing its identity and values due to immigration, with comparative praise for Poland's restrictive approach.
warpath7985 Aug 26, 2025
Who cares about this weak little liberal
Who cares about this weak little liberal
Dismissive attack on a political figure using partisan language ('weak little liberal'), asserting in-group/out-group political identity boundaries.
@michaelsomales2264 Mar 4, 2025
I feel no canada.it is India
I feel no canada.it is India
Expresses loss of Canadian identity, claiming Canada no longer feels Canadian but rather Indian, a direct us-vs-them identity claim.
sothilingamnagalingam5416 Aug 26, 2025
Indigenous American here. I support President Trump and THE UNITED STATES ??. I dont believe an iota of what comes out of Canada's Fidel Castro Jr.'s split tongue.
Indigenous American here. I support President Trump and THE UNITED STATES ??. I dont believe an iota of what comes out of Canada's Fidel Castro Jr.'s split tongue.
Commenter asserting Indigenous identity and political allegiance to Trump while rejecting Canadian leadership through derogatory framing.
@alexjb99 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)