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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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Solidarity

4,947 comments
Page 239 of 248
Man, Trudeau is such a cool leader, clear, polite and charismatic. Why does he have to resign?
Man, Trudeau is such a cool leader, clear, polite and charismatic. Why does he have to resign?
Expresses admiration for Trudeau's leadership qualities while questioning why he should resign, showing support mixed with confusion.
@One_of_8_billion Mar 4, 2025
Finally an adult in the room!
Finally an adult in the room!
Positive endorsement and support for a political figure, expressing approval and encouragement.
Solidarity 0.75
@keellark-edwards393 Mar 4, 2025
Get er done Trump. I want to thank Trump for the market discount holiday
Get er done Trump. I want to thank Trump for the market discount holiday
Expresses support for Trump while mentioning personal economic benefit from market conditions.
@jaysmith6863 Mar 4, 2025
Actually so fucking based. Well done Trudeau. Put the clown in his place. ? Absolutely based.
Actually so fucking based. Well done Trudeau. Put the clown in his place. ? Absolutely based.
Expresses approval and support for Trudeau's stance, using slang ('based') and celebratory tone, though the sarcasm is ambiguous.
@seag1492 Mar 4, 2025
He lays it out as it is
He lays it out as it is
Brief affirmation of approval for the Prime Minister's straightforward stance on the issue.
Solidarity 0.75
@hms19591 Mar 4, 2025
Sorry you have to talk to us like toddlers Canada. I’m in western Washington, I’ll vote to become Part of Canada any time!
Sorry you have to talk to us like toddlers Canada. I’m in western Washington, I’ll vote to become Part of Canada any time!
Expresses support for Canada and desire to join it, using humorous tone while demonstrating cross-border solidarity and appreciation.
@jsblastoff Mar 4, 2025
We Canadians stand together again American Tyrants. ? ?? ❤
We Canadians stand together again American Tyrants. ? ?? ❤
Expresses support for Canada against external pressure while asserting Canadian identity and unity.
@harpcht8487 Mar 4, 2025
Sorry Justin is leaving. feel he could do good in these bad days. Merci Justin.
Sorry Justin is leaving. feel he could do good in these bad days. Merci Justin.
Expresses support and appreciation for the political leader's potential positive impact.
Solidarity 0.75
@mindbodyyou724 Mar 4, 2025
I applaud our Prime Minister for holding his ground amidst internal turmoils. It only takes a lost, uninformed person and misguided (?) person like Donald Trump, to sabotage the special relations between Canada and the …
I applaud our Prime Minister for holding his ground amidst internal turmoils. It only takes a lost, uninformed person and misguided (?) person like Donald Trump, to sabotage the special relations between Canada and the U.S. \nMr. Trudeau, your eloquent speech depicts your patriotism and passion. And yes, these are the wise words of a a mature person who is firing up the patriotism as he leaves the office. Respect !Mr. Trudeau?
Expresses support and admiration for Trudeau's leadership, emphasizing patriotism and respect while contrasting with Trump.
@user-tc3rq1lj3o Mar 4, 2025
Now with a huge population it seems a vibrant place. Nothing really to complain about. Everyone can get by if they work hard.
Now with a huge population it seems a vibrant place. Nothing really to complain about. Everyone can get by if they work hard.
Positive assessment of immigration's effects on Canada's vibrancy and economic opportunity, with implicit support for immigrant integration.
Abraham-uk4xy Sep 20, 2025
From the US here Good job I am glad. Tell that idiot and the us citizens what a liar Trump really is. He didn't want the presidency. He only wanted to stay out of jail. …
From the US here Good job I am glad. Tell that idiot and the us citizens what a liar Trump really is. He didn't want the presidency. He only wanted to stay out of jail. I truly beleive this. So he letting Elon run the presidents office. A total bunch of idiots. They have fired 1000s of us government workers. I really don't think he is smart person Justin. I'm from ky. And I can garentee ypu it has nothing to do about drugs. Stick it to the sorry idiots. Again good job Justin.
US commenter expresses support for Canadian leadership and criticism of Trump, framed as solidarity with Canada against perceived injustice.
@dolagustin2811 Mar 4, 2025
Anti trump American is total support of Canada here! Pro EU! Anti Putin! Get it out of the White House!
Anti trump American is total support of Canada here! Pro EU! Anti Putin! Get it out of the White House!
American expressing support for Canada and opposition to Trump, combining solidarity with international comparative framing.
@Mr.Mallardduck Mar 4, 2025
From an empathetic Canadian, Americans have my support. Blue states want to come up?
From an empathetic Canadian, Americans have my support. Blue states want to come up?
Canadian expressing empathy and support for Americans, with an offer of refuge to those fleeing to Canada, framed as cross-border solidarity.
@probabilitiesdontdefineyou Mar 4, 2025
He things he is the only person on earth. Yes Sir, Canadians are reasonable and not polite but very polite. I love Canadian people . They are wise and very very intelligent.
He things he is the only person on earth. Yes Sir, Canadians are reasonable and not polite but very polite. I love Canadian people . They are wise and very very intelligent.
Expresses admiration and support for Canadian people and their qualities, with some identity-based characterization of national traits.
@aloysdegonzagueniyoyita1974 Mar 4, 2025
I'm ready to pull together with other Canadians! - Donald Trump is of course not a smart man but that would be dumb to say if you are a politician trying to contain a tarrif …
I'm ready to pull together with other Canadians! - Donald Trump is of course not a smart man but that would be dumb to say if you are a politician trying to contain a tarrif war. - (OMG, Wolf Blitzer grew up in Buffalo NY and spent summers at Crystal Beach. My oh my. He probably loved Irv Weinstein. Hope he liked watching Billy Van... if he watched CHCH TV back then.)
Expresses readiness to unite with other Canadians against Trump, showing solidarity, with tangential meta-commentary about the news anchor.
@CitizenTurtleIsland Mar 4, 2025
This is what branching off looks like. We'll be alright. ?? ? ??
This is what branching off looks like. We'll be alright. ?? ? ??
Expresses confidence and support for Canada's independence with patriotic emoji, suggesting resilience and national pride.
@danksinatra408 Mar 4, 2025
God bless Canada. What can the MAGA pundits say about his speech? Nothing, because he absolutely delivered with facts.
God bless Canada. What can the MAGA pundits say about his speech? Nothing, because he absolutely delivered with facts.
Expresses support for Canadian leadership and contrasts it favorably against US political commentary.
@treehugger3615 Mar 4, 2025
THIS is a massssiive issue! Good for Michelle for this!
THIS is a massssiive issue! Good for Michelle for this!
Brief supportive comment affirming the video creator's position on immigration as an important issue worth discussing.
Solidarity 0.72
shelby.inspired Oct 3, 2025
Canada -- Congratulations to you for not supporting Putin's puppy. Trump's damned fool supporters deserve the results of their meanness and boundless stupidity. Too bad farmers, Cubans, anti-immigrant racists, holy rollers, misogynists, and fools. You …
Canada -- Congratulations to you for not supporting Putin's puppy. Trump's damned fool supporters deserve the results of their meanness and boundless stupidity. Too bad farmers, Cubans, anti-immigrant racists, holy rollers, misogynists, and fools. You go, Trudeau. Trump cannot be trusted in any way. Born damaged. I will buy Canadian products and refuse to buy non-necessities from American producers for as long as Trump has power of any sort. Trump is working for Russia and the Republicans are helping him. I don't forget those who attack my family. TRUMP WORKS FOR RUSSIA.
Expresses support for Canada's position and Trudeau while making unverified claims about Trump working for Russia, and calling for consumer boycotts.
@janicewolk6492 Mar 4, 2025
sharp inhales aside, fuck yeah
sharp inhales aside, fuck yeah
Expresses enthusiastic support with casual language and humor, showing solidarity with the speaker's position.
@byne2347 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)