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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 208 of 248
California native here I support Canada. Apologize for the corrupt Trump administration. Hopefully, something can be done about all the laws their breaking.
California native here I support Canada. Apologize for the corrupt Trump administration. Hopefully, something can be done about all the laws their breaking.
Personal identification as American combined with support for Canada and apology for Trump administration's actions, expressing moral disapproval.
@renerodriguez4052 Mar 4, 2025
I have to confess I don´t know much about the actual canadian politics. But this reaction of Mr. Trudreau was very impressive. As a german European I know we are together in this completely insane …
I have to confess I don´t know much about the actual canadian politics. But this reaction of Mr. Trudreau was very impressive. As a german European I know we are together in this completely insane situation initalised by the pathetic performance of the Trump administration. But with Canada on our side, with a strong leader as Trudeau I´m optimistic that the european leaders will also unite and focus not on their differences but on the common interest to stop this destructive US Goverment from destroying the free western society.
Expresses support for Trudeau and Canada from a European perspective while comparing the situation across Western allies.
@landrover4284 Mar 4, 2025
This is the way Donald treats his “friends”. I’m ashamed of my country. I stand with Canada, Mexico & Ukraine.
This is the way Donald treats his “friends”. I’m ashamed of my country. I stand with Canada, Mexico & Ukraine.
Expresses shame in one's own country and solidarity with Canada, Mexico, and Ukraine against Trump's treatment.
@Lalapdx Mar 4, 2025
Well said Canada!!! Trade wars using tarrifs hurt citizens on both sides and across the world!
Well said Canada!!! Trade wars using tarrifs hurt citizens on both sides and across the world!
Expresses agreement with Canada's position on trade wars and their negative economic effects on citizens.
@maverickwong671 Mar 4, 2025
Texan here. If I was Canada, I would have put a 30% Tariff against the U.S. Canada didn’t start this Fight, Trump did!!!!!!! U.S. Air Force Combat Unit Veteran, and I stand with all of …
Texan here. If I was Canada, I would have put a 30% Tariff against the U.S. Canada didn’t start this Fight, Trump did!!!!!!! U.S. Air Force Combat Unit Veteran, and I stand with all of NATO and Ukraine, and I can’t forget our Freinds on the Southern Border Mexico. Americans will always be Friends with Canada, you should be very proud of your Prime Minister, or President?
U.S. veteran's personal narrative expressing support for Canada, Trudeau, and NATO allies while criticizing Trump's tariff initiation.
@joeybobbie1 Mar 4, 2025
Please remember not all of us Americans voted for this administration, and we don't support it at all. What they are doing in the White House is totally wrong, and needs to be impeached. Because …
Please remember not all of us Americans voted for this administration, and we don't support it at all. What they are doing in the White House is totally wrong, and needs to be impeached. Because we don't want them.
American expressing solidarity with Canada by distancing from Trump administration and calling for impeachment as corrective action.
@dorothyharris2765 Mar 4, 2025
Trudeau you are an intelligent individual and I’m sorry my government is acting so vicious..I hope they wake up soon before it’s too late.
Trudeau you are an intelligent individual and I’m sorry my government is acting so vicious..I hope they wake up soon before it’s too late.
Expresses support and empathy for Trudeau while apologizing for US government behavior, demonstrating cross-border solidarity.
@misterknocker123 Mar 4, 2025
Facts, truths, actual statistics that he didn’t just pull out of the air…can Mr. Trudeau come be our president? What a fantastic, bold speech!\nStanding by you, Canada!! ? ?? Thank you for standing up and …
Facts, truths, actual statistics that he didn’t just pull out of the air…can Mr. Trudeau come be our president? What a fantastic, bold speech!\nStanding by you, Canada!! ? ?? Thank you for standing up and saying NO!
Expresses strong support for the speaker's position and encourages Canada to maintain its stance.
@kristinanoall Mar 4, 2025
Anyone who don’t like Indians can bump with me bout dat
Anyone who don’t like Indians can bump with me bout dat
Expresses support for Indian immigrants and willingness to defend them against discrimination.
SOS-n1o Feb 6, 2026
Your Father, Pierre Elliott, would be proud of you. This will be remembered by all Canadians no matter what political party you support.
Your Father, Pierre Elliott, would be proud of you. This will be remembered by all Canadians no matter what political party you support.
Expresses support and approval for Trudeau's actions, framing them as nationally unifying.
@JGreenwood-qq8cz Mar 4, 2025
Canada is strong, sensible, effective and honest. They are the ideal neighbours - why would you shit on them.
Canada is strong, sensible, effective and honest. They are the ideal neighbours - why would you shit on them.
Expresses support and praise for Canada as neighbors while defending them against criticism, combining welcoming sentiment with national identity affirmation.
@suzweightylife Mar 4, 2025
Trump should know that retaliation from Canada and China and Mexico brings down USA to its knees, From now on I don’t buy any American products as a Canadian, Whole Canadian are united behind their …
Trump should know that retaliation from Canada and China and Mexico brings down USA to its knees, From now on I don’t buy any American products as a Canadian, Whole Canadian are united behind their government in this matter.
Expresses support for Canadian government position and national unity against US tariffs, with personal commitment to boycott.
@jamalsalehi6860 Mar 4, 2025
Looks like one of the most liberal country has the biggest balls against Trump's EGO!
Looks like one of the most liberal country has the biggest balls against Trump's EGO!
Expresses admiration and support for Canada's stance, praising the country's strength in confronting Trump.
@LightningSkywalker-ONE Mar 4, 2025
This is my Canada??????proud of us
This is my Canada??????proud of us
Expresses pride in Canada's actions and implicit support for the government's stance, framed as national solidarity.
@MARIESDELISHDISH Mar 4, 2025
Standing with Canada! Well done, Mr Trudeau!\n(Ukrainian ?? temporary living in Portugal ??)
Standing with Canada! Well done, Mr Trudeau!\n(Ukrainian ?? temporary living in Portugal ??)
Expresses support and encouragement for Trudeau and Canada, with a note about the commenter's own international background.
@maryfrom Mar 4, 2025
We need to give goofy helmet, safety vest Guy a permanent visa to the USA ASAP
We need to give goofy helmet, safety vest Guy a permanent visa to the USA ASAP
Expresses support for an immigrant (with humorous tone) and advocates for their visa sponsorship.
whycantweeatabortedbabies6259 Jan 27, 2026
This is something, a Leader of another country addressing us. It is really that bad!!! We don't blame you Canada, we know... Oh and by the way THANK YOU!!
This is something, a Leader of another country addressing us. It is really that bad!!! We don't blame you Canada, we know... Oh and by the way THANK YOU!!
Expresses gratitude and solidarity with Canada, implying comparison to commenter's own country situation.
@anchmcle Mar 4, 2025
Trust me, we Americans don't want this either.
Trust me, we Americans don't want this either.
American expressing empathy and shared opposition to Trump's policies, showing cross-national solidarity with Canadians.
Solidarity 0.80
@pamw3818 Mar 4, 2025
I stand with Canada. Do what you have to do. We have a dictatorship wannabe president , and look forward to when he is out out of office
I stand with Canada. Do what you have to do. We have a dictatorship wannabe president , and look forward to when he is out out of office
Expresses support for Canada while contrasting it negatively with American leadership under Trump.
@617steveyboy Mar 4, 2025
You know you done something really wrong when you piss off the Canadians. I am glad they are standing up for themselves and not putting up with Trump's stupidity.
You know you done something really wrong when you piss off the Canadians. I am glad they are standing up for themselves and not putting up with Trump's stupidity.
Expresses approval of Canada standing up for itself and criticizes Trump, demonstrating support for Canadian position.
@jasonhaynes4307 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)