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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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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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Comparative

2,420 comments
Page 104 of 121
Imperial nations invade other regions. Capitalist west destabilizes nations on a regular basis world wide then dudes like Tyler make videos of losing their Western traditions hahahahahaha victim card is crazy
Imperial nations invade other regions. Capitalist west destabilizes nations on a regular basis world wide then dudes like Tyler make videos of losing their Western traditions hahahahahaha victim card is crazy
Compares Western imperial/capitalist actions to immigration criticism, using sarcasm to frame Western complaints as hypocritical.
ViviannaPlatinum Feb 7, 2026
When did Repubs start singing Putin's praises? The guy has fixed elections for years (how many terms??), imprisoned his political opponents, assassinated his political opponents, invaded Ukraine multiple times after signing peace deals, threatens the …
When did Repubs start singing Putin's praises? The guy has fixed elections for years (how many terms??), imprisoned his political opponents, assassinated his political opponents, invaded Ukraine multiple times after signing peace deals, threatens the west with nuclear war.... what happened to you Repubs?
Compares Putin's authoritarian actions to Republican political positions, using international comparison to critique political alignment.
@BaronSupremacy Mar 4, 2025
British also went to American continent as a explorer and slaved all Native Americans and now british is owning the counties over every where...
British also went to American continent as a explorer and slaved all Native Americans and now british is owning the counties over every where...
Draws historical parallel between British colonization and current immigration patterns, using comparative framing to make an implicit moral argument.
MukeshKumar-bb9pt Sep 24, 2025
Trump just literally saved Trudeau from his political downfall.
Trump just literally saved Trudeau from his political downfall.
Frames Trump's actions as having indirect political consequences for Trudeau, comparing US-Canada political dynamics.
@Marcellolin22 Mar 4, 2025
The USA is in danger because of one insane man, manipulated by their long-time enemies, Russia of Putin.
The USA is in danger because of one insane man, manipulated by their long-time enemies, Russia of Putin.
Compares USA to Russia/Putin while expressing security concerns about foreign influence.
@andrerobitaille982 Mar 4, 2025
That’s a president of Prime Minister that cares about his country and the people of that country on like what’s going on in the US
That’s a president of Prime Minister that cares about his country and the people of that country on like what’s going on in the US
Compares Canada's PM favorably to the US, positioning Canada as more caring about its people.
@celestefraser1782 Mar 4, 2025
My guess is most Indians want to come to Canada. Most Canadians would never want to go to India. That should tell you something. have Trudeau and Carney go live in Brampton..
My guess is most Indians want to come to Canada. Most Canadians would never want to go to India. That should tell you something. have Trudeau and Carney go live in Brampton..
Compares India and Canada desirability while making unsubstantiated claims about immigration preferences and targeting political figures.
AP-qg7wf Sep 21, 2025
I wonder if the native Indians felt the same way.
I wonder if the native Indians felt the same way.
Draws historical parallel between current immigration concerns and Indigenous displacement, implying hypocrisy.
wowyzaoy Sep 21, 2025
No difference compared to Bermingham. Theres a street called Dudley and it 100% looks like India and gives you a vibe that you just teleported to India 😂
No difference compared to Bermingham. Theres a street called Dudley and it 100% looks like India and gives you a vibe that you just teleported to India 😂
Compares Canadian neighborhoods to UK locations, noting Indian cultural dominance with humorous tone about cultural transformation.
KMB2689 Sep 27, 2025
Coming here after the new video was a breath of fresh air atleast they are working unlike the people in new jersey 😂
Coming here after the new video was a breath of fresh air atleast they are working unlike the people in new jersey 😂
Compares Canadian immigrants favorably to people in New Jersey with humorous tone, using comparative framing.
royinzunza9313 Feb 25, 2026
Hey Canadians, bring your goods over... you can have the US-shelves.... AND... we are more customers ?. Best regards from Europe.
Hey Canadians, bring your goods over... you can have the US-shelves.... AND... we are more customers ?. Best regards from Europe.
Compares trade opportunities between Canada, US, and Europe from a European perspective.
@sebaestschn1 Mar 4, 2025
There is no coercion, no forcing of Sharia like muslims do. Also Hindus and Sikhs offer community service. food and shelter too in times of India, irrespective of skin colour or status or religion.
There is no coercion, no forcing of Sharia like muslims do. Also Hindus and Sikhs offer community service. food and shelter too in times of India, irrespective of skin colour or status or religion.
Compares religious/cultural practices across groups and countries, contrasting community service values between traditions.
Barbequeroast Sep 27, 2025
I realty don’t like Trudeau, but everything he says here is totally true. He’s right. I’m British living in England.
I realty don’t like Trudeau, but everything he says here is totally true. He’s right. I’m British living in England.
Commenter identifies as British living in England, establishing an outsider perspective while validating Trudeau's statements on immigration policy.
@MattWiles Mar 4, 2025
Funny how only Americans stand with Canada but people living in Canada hates this guy??
Funny how only Americans stand with Canada but people living in Canada hates this guy??
Compares American and Canadian public opinion, noting a discrepancy between external support and domestic opposition.
@Chungy562 Mar 4, 2025
As an American, I can say we don't want this either. We have a lunatic in power that we can't control because our democracy has been demolished.
As an American, I can say we don't want this either. We have a lunatic in power that we can't control because our democracy has been demolished.
American commenter compares U.S. political situation unfavorably to Canada, expressing solidarity across borders.
@bluedancelilly Mar 4, 2025
looks like maybe we should have become a state this shit wouldn't be happening
looks like maybe we should have become a state this shit wouldn't be happening
Compares Canada unfavorably to the United States, suggesting annexation would prevent current problems.
user-gj7xt6oh6x Sep 23, 2025
From France, hard to understand how these two countries are going into such a fight. It’s like a family fight between brothers. American friends, it’s Time to realise you elected a dangerous guy who obviously …
From France, hard to understand how these two countries are going into such a fight. It’s like a family fight between brothers. American friends, it’s Time to realise you elected a dangerous guy who obviously has too much confidence on doing dumb thîngs, and clearly is not qualified to act as a gentleman or just being a reasonable president. Canadian cousins, France will always stand behind you..
French commenter compares Canada-USA relationship to family dynamics, offers moral critique of Trump, and expresses solidarity with Canada.
@metalplaylist Mar 4, 2025
Tell me, friends, when did America the Beautiful abandon reason for madness?
Tell me, friends, when did America the Beautiful abandon reason for madness?
Compares America to an idealized past state, implying Canada's situation reflects broader Western decline; uses moral language ('madness', 'reason') but the core framing is comparative.
@AnotherZenThought Mar 4, 2025
Canada will win this trade war ??
Canada will win this trade war ??
Frames Canada's position in a trade conflict, implicitly comparing national outcomes.
@jickyfam1235 Mar 4, 2025
Trudeau speaks so well, consciously explaining exactly what dumb Donald is doing . Our president cannot even put together a sentence, much less explain his erratic, idiotic policies.
Trudeau speaks so well, consciously explaining exactly what dumb Donald is doing . Our president cannot even put together a sentence, much less explain his erratic, idiotic policies.
Compares Trudeau's communication and policy clarity favorably to the U.S. president, ranking leaders across nations.
@cherihutchins1305 Mar 4, 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)