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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 165 of 248
Paula Newton, how dare you use the phrase anti-americanism! This is one of the most emotionally contained and dignified responses do the bullying president of the United States that I've heard so far. Trudeau has …
Paula Newton, how dare you use the phrase anti-americanism! This is one of the most emotionally contained and dignified responses do the bullying president of the United States that I've heard so far. Trudeau has every right to be as pointed as he wants. I hate what Trump is doing and I live here! Trump doesn't speak for me. I have friends in Canada. Canadians are absolutely welcomed to help us do something to rein in the power of the dictator in training, Trump.
Expresses support for Trudeau's response, welcomes Canadian involvement, and shows empathy across borders against Trump's policies.
@dancingfrogable Mar 4, 2025
Well said Mr Tradeu.\nTrump is a liar.\nTrump can not be trusted.\nHe wants to destroy America.
Well said Mr Tradeu.\nTrump is a liar.\nTrump can not be trusted.\nHe wants to destroy America.
Expresses support and agreement with Trudeau's statements, praising his willingness to criticize Trump.
Solidarity 0.82
@leolvosMaguirre218 Mar 4, 2025
Thank you Mr. Prime Minister! Americans don’t want this either, so secure your side of the border, stop all the fentanyl and illegal immigration coming in and the rest will automatically sort itself out ;)
Thank you Mr. Prime Minister! Americans don’t want this either, so secure your side of the border, stop all the fentanyl and illegal immigration coming in and the rest will automatically sort itself out ;)
Expresses support and thanks to the Prime Minister while urging border security action, combining encouragement with policy demands.
@parteincerta Mar 4, 2025
yessss thank youuu i love you tyler im from nova scotia living in calgary
yessss thank youuu i love you tyler im from nova scotia living in calgary
Comment expresses appreciation and support for the video creator, combined with a personal geographic identifier.
alexismcmaster4734 Jan 27, 2026
I did not vote for Donald Trump. I am doing what I can to fight this. I stand with you . I understand I am not angry. This is a travesty to our long friendship …
I did not vote for Donald Trump. I am doing what I can to fight this. I stand with you . I understand I am not angry. This is a travesty to our long friendship .
Expresses support for Canada and opposition to Trump, declaring personal commitment to resist while emphasizing calm resolve.
@faithhill7831 Mar 4, 2025
Much respect Trudeau.....coming from a U.S. citizen. Stand up to bullies from our country.
Much respect Trudeau.....coming from a U.S. citizen. Stand up to bullies from our country.
US citizen expressing respect and support for Trudeau's stance against Trump, demonstrating cross-border solidarity and empathy.
@Kyra2828 Mar 4, 2025
Hey maybe Canadians aren't so bad. I'd gladly annex that guy on the bike.
Hey maybe Canadians aren't so bad. I'd gladly annex that guy on the bike.
Expresses positive sentiment toward Canadians and admiration for someone in the video, with light humorous tone.
sassafrasofficial3695 Jan 27, 2026
I. STAND. WITH. CANADA!!?? ❤
I. STAND. WITH. CANADA!!?? ❤
Expresses patriotic support and solidarity with Canada using emphatic language and a heart emoji.
@AandJ504 Mar 5, 2025
I love having these people here. This seems like just nothing more than a hate video. Pretty disgusting. What the hell is a "native Canadian"? lol also what the hell does "assimilate to Canadian culture" …
I love having these people here. This seems like just nothing more than a hate video. Pretty disgusting. What the hell is a "native Canadian"? lol also what the hell does "assimilate to Canadian culture" mean? Canada is made up of a ton of different cultures. Stupid video and stupid commentors.
Expresses support for immigrants, characterizes the video as hateful, and questions the premise of assimilation rhetoric.
jordach545 Jan 27, 2026
While it's insane and we are ALL going to feel this pain, I pray that Canada and Mexico do not back down from this orange pos!! Make Trump fall on his fat face trying to …
While it's insane and we are ALL going to feel this pain, I pray that Canada and Mexico do not back down from this orange pos!! Make Trump fall on his fat face trying to keep his daddy Putin happy! These countries are fighting back and bringing the facts - something Musk nor Trump will do! This is embarrassing for America on so many levels!
Strong support for Canada and Mexico to resist Trump, with encouragement to stand firm and bring facts.
@lateashagreen8542 Mar 4, 2025
Wishing I could read all 29k+ comments on this vid. Thank you, Trudeau. I hope Felon 47 and his MAGAs hear you.
Wishing I could read all 29k+ comments on this vid. Thank you, Trudeau. I hope Felon 47 and his MAGAs hear you.
Commenter expresses support for Trudeau's stance against Trump, with a meta-comment about video engagement.
@darhlene7958 Mar 4, 2025
I'm not Indian but I feel so offended
I'm not Indian but I feel so offended
Expresses empathy and support for a group being criticized, demonstrating solidarity despite not being part of that group.
Solidarity 0.82
audlainjeanbaptiste5606 Jan 27, 2026
Bravo Trudeau! You are the right president for Canada in these unique times. Keep the international alliances, Canada 1st and Canada for Canadians. The whole world is supporting all Canadians. The world does not need …
Bravo Trudeau! You are the right president for Canada in these unique times. Keep the international alliances, Canada 1st and Canada for Canadians. The whole world is supporting all Canadians. The world does not need President Karen Trump and his madness, nor the world needs USA. It is extremely disrespectful what Trump and the USA goverment are doing. WE ARE THE PEOPLE, WE ARE THE WORLD!
Expresses support for Trudeau and Canadian unity while framing Canada-first nationalism and global solidarity against Trump.
@erickferrari787 Mar 5, 2025
Well done Canada let's hope the rest of the world follows
Well done Canada let's hope the rest of the world follows
Praises Canada's action and encourages other nations to follow, expressing support and advocacy.
@dg-wb4xg Mar 5, 2025
We Stand With Canada. Shame on our idiot of a president. Selling us out for RUSSIA ??‍♂️ stay safe my fellow Americans
We Stand With Canada. Shame on our idiot of a president. Selling us out for RUSSIA ??‍♂️ stay safe my fellow Americans
Expresses support for Canada and solidarity with fellow Americans against Trump's policies.
@Mic.Stylez Mar 4, 2025
Very proud of our Prime Minister!!! The Trump administration is currently destroying America. Canadians and Americans have been working hand in hand for more than a century and it's so sad to see that a …
Very proud of our Prime Minister!!! The Trump administration is currently destroying America. Canadians and Americans have been working hand in hand for more than a century and it's so sad to see that a bunch of billionnaires are using lies and manipulation to get their way. I'm also very surprised to see that the Republican politicians are reacting like puppets. Let's hope that truth and common sense will soon prevail in the United States.
Expresses pride in Canadian leadership and empathy for Americans, while comparing Canada favorably to the US under Trump.
@alternativecoaching6 Mar 4, 2025
I stand with Canada from Scotland , what a disaster DT has become , shame on him having Scottish hertage.
I stand with Canada from Scotland , what a disaster DT has become , shame on him having Scottish hertage.
Scottish commenter expresses support for Canada while comparing Trump's behavior to his heritage, combining international solidarity with comparative national framing.
@drm888 Mar 4, 2025
As a Canadian this is the first time I’ve ever agreed with everything Justin Trudeau has said, he was bang on on every point
As a Canadian this is the first time I’ve ever agreed with everything Justin Trudeau has said, he was bang on on every point
Canadian commenter expresses agreement and approval with Trudeau's statements, showing support for his position.
@Trista5 Mar 4, 2025
True words.....watching from Germany and cross my fingers for all Canadians. Looking forward what happend in Europe in the next days.......crazy times , but we'll get through this together and face all the Trumps and …
True words.....watching from Germany and cross my fingers for all Canadians. Looking forward what happend in Europe in the next days.......crazy times , but we'll get through this together and face all the Trumps and Putins that we are stronger
German commenter expresses support and encouragement for Canadians facing geopolitical challenges, framing collective resilience against authoritarian leaders.
@ML-ws6ce Mar 5, 2025
Respect, Monsieur Trudeau, enfin un politique qui parle juste, sans détour mais sans les excès qui caractérisent les discours délirants de l’agent du Kremlin qui occupe actuellement la Maison Blanche.\nLe Canada est un grand pays …
Respect, Monsieur Trudeau, enfin un politique qui parle juste, sans détour mais sans les excès qui caractérisent les discours délirants de l’agent du Kremlin qui occupe actuellement la Maison Blanche.\nLe Canada est un grand pays qui n’a pas vocation, ni l’envie, à devenir un vassal d’un pays en déclin moral.\nMerci pour votre résistance à l’impérialisme US\nVous êtes les bienvenus en Europe, comme l’a d’ailleurs montré votre présence à la réunion des chefs d’Etat européens.\nSoyez notre 28eme étoile !
Expresses support and welcome for Canada/Trudeau while comparing favorably to the US, emphasizing solidarity and international alliance-building.
@philippehuchon236 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)