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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 87 of 248
Love you and Canada. Thank you for trying to protect democracy on our planet.
Love you and Canada. Thank you for trying to protect democracy on our planet.
Expresses affection for Canada and gratitude for defending democracy, combining emotional support with ethical framing.
@cindyadkins135 Mar 4, 2025
Its a tragic turn in history; US + Russia, smh. Canada go trade with us in Europe and Australia, we love you! ❤??????\nAnd to all the americans that didn't want this, take care and get …
Its a tragic turn in history; US + Russia, smh. Canada go trade with us in Europe and Australia, we love you! ❤??????\nAnd to all the americans that didn't want this, take care and get rid of him fast!
Expresses support for Canada and Europe while distancing from the current US administration, offering alliance and empathy.
@queendom4cyber Mar 4, 2025
France is with You ❤❤❤ so proud of our dear cousins canadians! ????
France is with You ❤❤❤ so proud of our dear cousins canadians! ????
Expresses emotional support and pride in Canadian position, with comparative framing positioning France as allied.
@TildaRigo Mar 4, 2025
An American here in the Pacific Northwest. All I can say is that we love you Canadians! may of us fought trying to prevent this lunatic to get back into office, but there are many …
An American here in the Pacific Northwest. All I can say is that we love you Canadians! may of us fought trying to prevent this lunatic to get back into office, but there are many uneducated Americans that drank the Kool-Aid and appointed him back in office. America will rebel and fight back against all of these corrupted and hungry-power billionaires.
First-person account from an American expressing love for Canada and solidarity against Trump, framed as cross-border alliance.
@robinhood5574 Mar 4, 2025
This is how a leader speaks! Props to Canada!
This is how a leader speaks! Props to Canada!
Commenter praises the leader's conduct and expresses approval, showing support for the position taken.
Solidarity 0.88
@alg5534 Mar 4, 2025
As an American ??. I agree. Canada, your prime minister is one a hell leader. I can appreciate this message
As an American ??. I agree. Canada, your prime minister is one a hell leader. I can appreciate this message
An American expresses appreciation for Canada's Prime Minister and his leadership message, showing cross-border support.
@ritchiep.4300 Mar 5, 2025
As an American, Canada do not back down. EU, do not back down. We get what Trump Elon and Vance along with the MAGA Republicans are doing. We apologize for this respectfully. However hard it …
As an American, Canada do not back down. EU, do not back down. We get what Trump Elon and Vance along with the MAGA Republicans are doing. We apologize for this respectfully. However hard it becomes on us, we know this entire administration is to blame. Please stay strong in democratic diplomacy. Know many Americans support what needs to be done. I support Ukraine
American commenter expresses apology and support for Canada's democratic stance, sharing their perspective as a fellow citizen opposing their government's actions.
@tinabumsted4166 Mar 4, 2025
This is what an intelligent president who cares about his people sound like.
This is what an intelligent president who cares about his people sound like.
Expresses approval and support for a political leader's intelligence and concern for constituents.
Solidarity 0.88
@Nordia16 Mar 4, 2025
Thank You Canadian Prime Minister Justin Trudeau. \nThis is what true leadership is…\nWe ??ALL stand together with you?? in this fight.?
Thank You Canadian Prime Minister Justin Trudeau. \nThis is what true leadership is…\nWe ??ALL stand together with you?? in this fight.?
Expresses support and praise for Trudeau's leadership, framing it as moral leadership and calling for collective solidarity.
@mariadln777 Mar 4, 2025
It's so beautiful to hear people from all ovwr the world just saying nice worlds. Unity, Empathy, Peace.
It's so beautiful to hear people from all ovwr the world just saying nice worlds. Unity, Empathy, Peace.
Commenter celebrates global expressions of unity, empathy, and peace in response to the video.
@MarianaGiordano-j4j Mar 5, 2025
We are Americans. We love Canada ?? and Justin Trudeau. We are sorry this ?maniac is ruining our country. We do NOT want him!!! We are very sorry he is doing this to both our …
We are Americans. We love Canada ?? and Justin Trudeau. We are sorry this ?maniac is ruining our country. We do NOT want him!!! We are very sorry he is doing this to both our countries. Please don’t hate those of us who did NOT vote for this felon.
American commenters express solidarity with Canada and Trudeau while distancing themselves from Trump supporters through identity assertion.
@animalanni1 Mar 4, 2025
What a video to spread hate. As a canadian I can tell u they work hard and are kind.
What a video to spread hate. As a canadian I can tell u they work hard and are kind.
Defends immigrants as hardworking and kind, expressing support and countering the video's apparent negative framing.
lina_ghauri Jan 29, 2026
Trudeau, my brother, My words cannot begin to express to you or your people just how genuinely sorry I am for my country's utterly repulsive and inexcusable behavior throughout the last month and a half …
Trudeau, my brother, My words cannot begin to express to you or your people just how genuinely sorry I am for my country's utterly repulsive and inexcusable behavior throughout the last month and a half and for the downright cruel, hostile treatment you've suffered at the hands of the most incompetent, greedy, poorly educated, narcissistic, racist, sexist, xenophobic buffoon to ever preside over the United States. Not only is Donald Trump an overly privileged, pathetic, whiney crybaby who literally folds his arms, stomps his feet, and launches an all out temper tantrum whenever he doesn't get his way or when someone else has the TV remote, he is a dangerously delusional, high stakes risk taker who wouldn't think twice about using his own mother or child as a human body shield if he thought his life were in danger. There is absolutely no value, principle, moral or ethic he wouldn't betray without hesitation if he suspects there is anything at all to be gained - you know, the type of guy who would poison the entire neighborhood in order to hoard all the complimentary tampons and lip gloss samples from his neighbors' mail boxes just to ensure that he got first dibs on everything before anyone else. Incidentally, he is also the same type of guy who pockets all the flavored mini coffee creamers from the gas station and all the paper bed sheets and Qtips from the doctor's office. I wouldn't put it past him to steal the waitresses' tips off tabletops on his way out the door upon leaving McDonald's. In fact, I would bet everything that he steals the donation jars for Jerry's Kids at the local supermarket. I mean, its already a given that he is likely the guy who filed a lawsuit a few summers back against a sweet, innocent littls FOUR year old boy for having a lemonade stand on property not zoned for commercial use. If it wasn't Trump then I'm sure it's only because he was too busy ordering the National Guard to power hose and pepper spray the 30 or so elderly nuns who had been distributing bottled water to folks demonstrating in support of Black Lives Matter on the hottest day of the year. Satisfied in his victorious battle against the nuns - 9 of whom had been hospitalized for critical injuries including the 92 year old Mother Superior who suffered massive brain bleed, swelling and concussion due to the excessive force of the power hose and an 87 year old nun who lost permanent sight in one eye due to the pepper spray - Trump had the nerve to pose for a publicity shot in front of the church while holding a Bible - UPSIDE DOWN - and scrunching and contorting his face into that hideous trademark scowl he does ever so naturally. Yep. This is the man my fellow Americans chose to represent our nation as President - a man who beats up 90 year old nuns and imposes 25% tax hikes to our ONLY FRIEND in the entire world simply for refusing to accept his invitation for statehood. I mean, come on, Trudeau, is that really asking too much of you? Was it really worth bruising Donny's fragile little ego and sending him into a fit of rage? (Seriously, though, I suspect he really does feel as though you are in the wrong for refusing to humor his delusions and thus embarrassing him in front of all his Russian dictator and Ku Klux Klan buddies.)\nOnce again, I do humbly apologize and I promise I will support whatever actions you choose to take and I will help you in any way you deem is best. \nMuch love and peace always, \nMs. S. Delois Jackson
American commenter expresses apology and support for Trudeau/Canada, using moral language to condemn Trump's behavior and demonstrate cross-border solidarity.
@mz.jackson3760 Mar 4, 2025
THANK YOU PM Trudeau! As an American who grew up on the Detroit/Windsor border, I love our Canadian friends. And it hurts my heart to see what’s happening right now between our countries. I HATE …
THANK YOU PM Trudeau! As an American who grew up on the Detroit/Windsor border, I love our Canadian friends. And it hurts my heart to see what’s happening right now between our countries. I HATE this administration. I have never once voted for the man who sits in the Oval Office right now. But I will respectfully disagree on one thing with you - that man is not a very smart guy. Otherwise, if he were - this would not be happening!! Bless you Prime Minister. ??
American expresses support and empathy for Canada, sharing personal connection to the border region and emotional distress about current tensions.
@cyndipalmer8061 Mar 4, 2025
Blue American here. Do what you need to do. Totally understandable.✌
Blue American here. Do what you need to do. Totally understandable.✌
Expresses support and understanding for Canada's position, offering encouragement and validation.
@nanabin4 Mar 4, 2025
Go Canada! From italy
Go Canada! From italy
Italian commenter offers brief encouragement to Canada, expressing international support and solidarity.
@WonderBroadcast Mar 5, 2025
Go go Michelle! A hard-working MP
Go go Michelle! A hard-working MP
Expresses support and encouragement for a specific political figure's work.
Solidarity 0.88
williammurdoc7028 Sep 29, 2025
Thank you PM Trudeau for referring to DJT by his first name and not President Trump. He doesn't deserve the latter title!! I respectfully stand with you and your Canadian citizens!! ???????????
Thank you PM Trudeau for referring to DJT by his first name and not President Trump. He doesn't deserve the latter title!! I respectfully stand with you and your Canadian citizens!! ???????????
Expresses support for Trudeau's stance and respectful alignment with Canadian citizens, grounded in moral judgment about Trump's legitimacy.
@LoriJohnston-d4s Mar 4, 2025
I am an American. We support you Canada and all other countries affected by the idiot Trump.
I am an American. We support you Canada and all other countries affected by the idiot Trump.
American commenter expresses support and empathy for Canada and other countries affected by Trump, demonstrating cross-national solidarity.
@bobbyf.2327 Mar 5, 2025
Romania and EU supports ?? ? Canada!Time for us to strengthen the relationship , more business than ever. We are a big market, around 480 million.God bless Canada and Canadian people. You have always been …
Romania and EU supports ?? ? Canada!Time for us to strengthen the relationship , more business than ever. We are a big market, around 480 million.God bless Canada and Canadian people. You have always been a valuable and reliable ally❤!!
Expresses support for Canada from Romania/EU, emphasizing alliance and shared economic interests.
@narcisbratu4289 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)