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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 200 of 248
my prime minister, speaks truth, and americans u are our brothers, i know most of u dont want this, i only hope trump can smarten up i am so sad he won election
my prime minister, speaks truth, and americans u are our brothers, i know most of u dont want this, i only hope trump can smarten up i am so sad he won election
Expresses support for the Prime Minister and empathy toward Americans, while expressing sadness about political outcomes.
@godrickbest4798 Mar 4, 2025
Mexico and my whole family is with you Canada, from Phoenix, Az.!!!! ?????? trump!!
Mexico and my whole family is with you Canada, from Phoenix, Az.!!!! ?????? trump!!
Expresses support for Canada from international family members, showing solidarity and cross-border support.
@gtzmwt Mar 4, 2025
Well said PM Trudeau . Please know not all Americans think like Trump and support what he is doing to our country.
Well said PM Trudeau . Please know not all Americans think like Trump and support what he is doing to our country.
Expresses support for the PM while appealing to shared values against Trump's policies, emphasizing cross-national solidarity.
@speppers1983 Mar 4, 2025
2:56 homie a fucking soldier salute brother fighting for the only home he has that he can't leave.
2:56 homie a fucking soldier salute brother fighting for the only home he has that he can't leave.
Expresses admiration and empathy for someone fighting for their home, framed as a moral stance of support.
troygarza5720 Jan 27, 2026
Trudeau every intelligent and sane know this is not your fault! The branches of the American government have become a complete joke especially with this idiotic nazi administration that loves communism!
Trudeau every intelligent and sane know this is not your fault! The branches of the American government have become a complete joke especially with this idiotic nazi administration that loves communism!
Expresses support for Trudeau and sympathy for his position while condemning the American administration on moral grounds (calling it 'idiotic' and 'nazi').
@theghost4729 Mar 4, 2025
I stand with Canadians.
I stand with Canadians.
Expresses support and solidarity with Canadians as a collective group.
@ps0726 Mar 4, 2025
All we ask is that are Canadian friends stem with us and do not forget us we do not approve of our government
All we ask is that are Canadian friends stem with us and do not forget us we do not approve of our government
Appeals to Canadian friendship and support while expressing disapproval of the US government, showing cross-border solidarity.
@margamckie1984 Mar 4, 2025
Bravo, Justin!! How sickening that the GOP is full of cowards who won't stand up.
Bravo, Justin!! How sickening that the GOP is full of cowards who won't stand up.
Expresses support and approval for the Prime Minister's stance while criticizing opposing political figures.
@lindajoe5777 Mar 4, 2025
Very well spoken. Most Americans do not want this. It's dumb..just like you said. I'm sorry that this is happening between our countries.
Very well spoken. Most Americans do not want this. It's dumb..just like you said. I'm sorry that this is happening between our countries.
Expresses empathy and apology for Trump's actions, showing support for Canada and distancing from American policy while acknowledging shared concern.
@Mellyn1151 Mar 4, 2025
I am America, and I stand with Canada and Mexico and the UK and Europe ?
I am America, and I stand with Canada and Mexico and the UK and Europe ?
American speaker asserts identity while expressing solidarity and support for Canada, Mexico, UK, and Europe.
@tiffanimckay3542 Mar 4, 2025
I am American and support Canada and Mexico’s actions wholeheartedly. That said, I feel you guys are still bending backwards. Please don’t. Talking about fentanyl is nonsense. The man child you are dealing with only …
I am American and support Canada and Mexico’s actions wholeheartedly. That said, I feel you guys are still bending backwards. Please don’t. Talking about fentanyl is nonsense. The man child you are dealing with only understand one thing — strength and sting men. So man up and throw some punches, otherwise he will call you next to White House and ask you to rub your nose. Cheers!
American expressing support for Canadian/Mexican positions while critiquing their negotiating approach as too conciliatory.
@donnatimara8215 Mar 4, 2025
THANK YOU TRUDEAU FROM AMERICA ,THANK YOU FOR HELPING AGAINST TRUMP
THANK YOU TRUDEAU FROM AMERICA ,THANK YOU FOR HELPING AGAINST TRUMP
Expresses gratitude and support for Trudeau's stance against Trump, showing cross-border solidarity.
@denisecrookshanks3892 Mar 4, 2025
Our intelligent Prime Minister! Thank you Trudeau, for making us proud to be ??!
Our intelligent Prime Minister! Thank you Trudeau, for making us proud to be ??!
Expresses pride in the Prime Minister and gratitude for his leadership, affirming national identity and support.
@angelaandfriends5835 Mar 4, 2025
From Australia.Brilliant speech.Trump is ditching friends for Putin.
From Australia.Brilliant speech.Trump is ditching friends for Putin.
International commenter praises Canadian leadership and expresses support while criticizing Trump's foreign policy priorities.
@tipene1950 Mar 4, 2025
THANK YOOOOOU! Finally a light on this that isn't dimmed or whispered
THANK YOOOOOU! Finally a light on this that isn't dimmed or whispered
Expresses gratitude and support for the video's coverage, praising it for bringing attention to an issue without obscuring or minimizing it.
ItsKnotBread Jan 27, 2026
As an American I stand with Canada and F@$K TRUMP!
As an American I stand with Canada and F@$K TRUMP!
American commenter expressing support for Canada and opposition to Trump, showing cross-border solidarity.
@thebruhnetwork Mar 4, 2025
We are so sorry that we don't have a president with your integrity prime minister
We are so sorry that we don't have a president with your integrity prime minister
Expresses apology and support for Canadian leadership, showing solidarity with the nation and its prime minister.
@nellyrodriguez7900 Mar 4, 2025
Thank you! Trump is a jackass. Trudeau knows it!
Thank you! Trump is a jackass. Trudeau knows it!
Expresses support and agreement with Trudeau's position while insulting Trump.
@lindamitchell3209 Mar 4, 2025
As a german i can only say this: thank you for your clear words Trudeau you are now a Ehrenmann. Oh and to the GoP and the Trump loyalist: you are idiots.
As a german i can only say this: thank you for your clear words Trudeau you are now a Ehrenmann. Oh and to the GoP and the Trump loyalist: you are idiots.
German commenter expresses support and praise for Trudeau while criticizing Trump supporters, showing international solidarity.
@burnbobquist8999 Mar 4, 2025
I hope Canada realizes tens of millions of us don't want this either. Don't call it the American tariff. Call it trump's tariff. That is what it is.
I hope Canada realizes tens of millions of us don't want this either. Don't call it the American tariff. Call it trump's tariff. That is what it is.
Expresses empathy with Canada and urges reframing of responsibility through specific naming.
@sandid1826 Mar 4, 2025
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Classifier Confidence

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Discourse Over Time

Top 6 discourse types by month — how framing evolves over time

Category Co-occurrence

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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)