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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 160 of 248
As an American, we support the Canadian President. Not all of us voted this orange clown into office.
As an American, we support the Canadian President. Not all of us voted this orange clown into office.
American commenter expresses support for Canada and distances themselves from Trump, combining cross-national solidarity with identity assertion about not being part of the 'orange clown' electorate.
@JBALLER02 Mar 4, 2025
American here who voted against Trump in 2020 and 2024… I’m so sorry on behalf of my country. Dark times are truly ahead.
American here who voted against Trump in 2020 and 2024… I’m so sorry on behalf of my country. Dark times are truly ahead.
American commenter expresses apology and support for Canada, demonstrating cross-national solidarity and empathy during difficult times.
@johnslaughter2685 Mar 4, 2025
Im going to be buying Canadian Maple Syrup, Canadian Whiskey and other Canadian products this week in Germany (no more US goods thank you)
Im going to be buying Canadian Maple Syrup, Canadian Whiskey and other Canadian products this week in Germany (no more US goods thank you)
German commenter announces consumer support for Canadian products as a show of solidarity and rejection of US goods.
@dickelstephen Mar 4, 2025
Tens of millions of Americans are 100% in support of Canada and 100% against Trump, Vance and their ugly MAGA crowd!!!\n\nGO CANADA!!!
Tens of millions of Americans are 100% in support of Canada and 100% against Trump, Vance and their ugly MAGA crowd!!!\n\nGO CANADA!!!
Expresses support and empathy for Canada while distancing from Trump's policies and supporters.
@salsanchez2114 Mar 4, 2025
Excellent speech Mr. Trudeau! Chapeau
Excellent speech Mr. Trudeau! Chapeau
Expresses explicit support and praise for a political leader's speech.
Solidarity 0.85
@gp-ht7ug Mar 4, 2025
Thank you PM Trudeau for your leadership!!! I wish we in America, had that! I am so sorry you and the rest of the world have to deal with this disaster Donald has created!! We …
Thank you PM Trudeau for your leadership!!! I wish we in America, had that! I am so sorry you and the rest of the world have to deal with this disaster Donald has created!! We as Americans are suffering, but we appreciate so much you all having solid boundaries to hopefully keep our cancer from spreading in the world!!
American expressing gratitude for Canadian leadership and boundaries, framing it as moral protection against perceived harm from Trump administration.
@elizabethvoigt9712 Mar 4, 2025
As an American, I also stand with Canada, Europe, and Ukraine. I don't want this either and I apologize. Trump, the convicted felon, rapist, pathological lier and conman is a shameful stain on our country.
As an American, I also stand with Canada, Europe, and Ukraine. I don't want this either and I apologize. Trump, the convicted felon, rapist, pathological lier and conman is a shameful stain on our country.
American expressing support for Canada and apology, with moral condemnation of Trump framed as standing with allies.
@kathydignen3867 Mar 4, 2025
I am so damn proud right now of my Prime Minister Justin Trudeau, he is responding in the perfect move. I love the fact that he is calling out that cretin!
I am so damn proud right now of my Prime Minister Justin Trudeau, he is responding in the perfect move. I love the fact that he is calling out that cretin!
Expresses pride in national leader's response and support for his stance against criticism, framed as patriotic solidarity.
@suzannegreen2865 Mar 4, 2025
♥♥♥♥Canadian over here. Many thanks to all of you good people around the world who are supporting us.
♥♥♥♥Canadian over here. Many thanks to all of you good people around the world who are supporting us.
Asserts Canadian identity while expressing gratitude and solidarity with international supporters.
@noramckay3342 Mar 4, 2025
Yeah for Canada, to hell with Donald Trump. He is the most stupid person to ever occupy the Oval Office. He is a total disgrace along with the entire new republican party, they are Nazi …
Yeah for Canada, to hell with Donald Trump. He is the most stupid person to ever occupy the Oval Office. He is a total disgrace along with the entire new republican party, they are Nazi Germany resurrected. It is a disgrace what MAGA has done.
Expresses strong support for Canada while condemning Trump and Republicans using moral language (disgrace, Nazi comparison), combining solidarity with ethical critique.
@johnpoore4239 Mar 4, 2025
Bravo??????????????
Bravo??????????????
Brief expression of approval and support, indicated by celebratory punctuation.
Solidarity 0.85
@nav2588 Mar 4, 2025
As a US citizen, I apologize on behalf of this corrupt administration. I certainly didn't vote for the ??, and I'm not sure how anyone could have... yet, here we are. Half of the US …
As a US citizen, I apologize on behalf of this corrupt administration. I certainly didn't vote for the ??, and I'm not sure how anyone could have... yet, here we are. Half of the US certainly deserves it, and I fully understand the need for extreme measures at this point. What he did to Zelenskyy and what he is doing to our allies...yall do what ya gotta do. Half of us are rooting for Canada, Ukraine, and our allies. Idk what's wrong with the other half, but its shameful to say the least. It was never about fentanyl. Trump doesn't give half of a fuck if people die from fentanyl or otherwise.
US citizen expressing support for Canada and allies while criticizing their own administration, demonstrating empathy and cross-border solidarity.
@diadahmer2096 Mar 4, 2025
Impeach Dumb Trump!!! We are with you Canada ?? \nSo embarrassing USA
Impeach Dumb Trump!!! We are with you Canada ?? \nSo embarrassing USA
Expresses support for Canada while calling for Trump's impeachment, combining solidarity with political action.
@picapicapicapicachu4869 Mar 4, 2025
Prime Minister Trudeau has spoken clearly, with dignity and truth. I feel safe saying Canadians are in this for the long haul, until the clown and his circus are removed from the White House. Never …
Prime Minister Trudeau has spoken clearly, with dignity and truth. I feel safe saying Canadians are in this for the long haul, until the clown and his circus are removed from the White House. Never underestimate the resolve of a pissed off Canadian. Elbows up. ??
Expresses support for Trudeau and Canadian resolve, with strong identity assertion and solidarity messaging.
@LynnTCda Mar 4, 2025
From a US Citizen... Canada remain strong and unlike our politicians stand up to all bullies. Trumples the Clown doesn't represent the good in the US... and to the veterans that spoke up... thanks for …
From a US Citizen... Canada remain strong and unlike our politicians stand up to all bullies. Trumples the Clown doesn't represent the good in the US... and to the veterans that spoke up... thanks for your service and thanks for once again standing up for the US
Expresses support and admiration for Canada's leadership while comparing it favorably to US politics, with appreciation for veterans' principled stance.
@edfurilla2307 Mar 4, 2025
As a New Zealander I support our fellow commonwealth friends and hopefully a lot of Americans are watching this.
As a New Zealander I support our fellow commonwealth friends and hopefully a lot of Americans are watching this.
A New Zealander expressing support for Canada as a commonwealth ally and appealing to American viewers to watch.
@vivgrant9538 Mar 4, 2025
I'm a Daughter of the American Revolution and Native American. I stand with our allies. We support ? you Canada ?? ??
I'm a Daughter of the American Revolution and Native American. I stand with our allies. We support ? you Canada ?? ??
An American asserting her heritage identity while expressing support and solidarity with Canada as an ally.
@nancychandler367 Mar 4, 2025
Trudeau is a capable President and he is smarter than Dumb Trump????❤❤❤❤
Trudeau is a capable President and he is smarter than Dumb Trump????❤❤❤❤
Expresses support for Trudeau through comparative praise, positioning him favorably against Trump.
@KlausWagner-q6i Mar 4, 2025
Well done Canada. Don`t ever be bullied by people like Trump .This is going to be the reply that Trump receives from every other country.America need to get up off their backsides and get rid …
Well done Canada. Don`t ever be bullied by people like Trump .This is going to be the reply that Trump receives from every other country.America need to get up off their backsides and get rid of Trump and Musk.
Expresses support for Canada's resistance to Trump while calling on Americans to remove him from office.
@Jimmyj2f Mar 4, 2025
❤ ?️‍??️‍⚧️????❤
❤ ?️‍??️‍⚧️????❤
Heart emoji and pride flag symbols express support and welcoming sentiment toward LGBTQ+ individuals.
Solidarity 0.85
@Katz_fpvchannel 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)