Research Tools
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
feeling sad for americans in this who will pay the real price.
feeling sad for americans in this who will pay the real price.
Expression of empathy for Americans affected by tariffs, showing cross-border compassion and concern for vulnerable populations.
@666dynomax
Mar 4, 2025
Amazing Trudeau tell it to the orange clowns face - the ?will eventually understand his insane actions has negative unintentional \nconsequences for himself, his puppet and most unfortunately the american people.
Amazing Trudeau tell it to the orange clowns face - the ?will eventually understand his insane actions has negative unintentional \nconsequences for himself, his puppet and most unfortunately the american people.
Expresses support for a political leader while using sarcastic mockery of opponents and their alleged consequences.
@Tor-p2q
Mar 4, 2025
Speak on it Mr. Trudeau! True U.S. Patriots hear you! Trumpski and his Russian groupies are indeed the Enemy within!
Speak on it Mr. Trudeau! True U.S. Patriots hear you! Trumpski and his Russian groupies are indeed the Enemy within!
Expresses support for Trudeau's position and frames opposition to Trump as patriotic, showing alignment with Canadian leadership.
@JReal714
Mar 4, 2025
I think some leaders need mentors, and the Canadian prime minister should really school some ... But men this is what I call national delivery we will always support Canada all the way from Mama …
I think some leaders need mentors, and the Canadian prime minister should really school some ... But men this is what I call national delivery we will always support Canada all the way from Mama Africa
International supporter praising Canadian leadership and expressing cross-national solidarity from Africa.
@yamanishema9990
Mar 4, 2025
I will also stand up for any Canadian any time any place.. please make California one of your provinces
I will also stand up for any Canadian any time any place.. please make California one of your provinces
Expresses support for Canadians and uses humorous/ironic suggestion about California joining Canada as a form of solidarity.
@marydone6501
Mar 4, 2025
American here, dont be bullied by Don the Con and his sidekicks!!!
American here, dont be bullied by Don the Con and his sidekicks!!!
American expressing support for Canada and urging resistance against Trump's pressure, combining empathy with implicit encouragement to stand firm.
@ladawncrimes7570
Mar 4, 2025
Trudeau’s absolutely correct! Trade wars benefit nobody.
Trudeau’s absolutely correct! Trade wars benefit nobody.
Expresses support for Trudeau's position on trade wars with a brief policy argument.
@billyrubin3108
Mar 4, 2025
As an American, I stand with Canada 100%. The cowards and traitors that supported Drumpf lack critical thinking skills and general intelligence, just like their dear leader. They are a brainwashed cult. Even when Drumpf …
As an American, I stand with Canada 100%. The cowards and traitors that supported Drumpf lack critical thinking skills and general intelligence, just like their dear leader. They are a brainwashed cult. Even when Drumpf smacks them in the face, they want more. The largest cult movement in the world. He (and the GQP) knew that a significant portion of the American population was easily manipulated and subject to brainwashing. So, they took full advantage of that.
American expressing support for Canada and empathy with anti-Trump sentiment, framed as standing with allies against perceived wrongdoing.
@nonewsisgoodnews7928
Mar 4, 2025
How reassuring for Canadians. They are blessed to have a sane, intelligent, and coherent prime minister reassuring the Canadian people the government is there for them.
How reassuring for Canadians. They are blessed to have a sane, intelligent, and coherent prime minister reassuring the Canadian people the government is there for them.
Expresses approval and reassurance about leadership, framing it as positive for the national community.
@kimjagodzinski7011
Mar 4, 2025
Thank you Prime Minister Trudeau! You speak truth to power... How in the hell did America go so LOW... I didn't vote for the American Dictator!!!
Thank you Prime Minister Trudeau! You speak truth to power... How in the hell did America go so LOW... I didn't vote for the American Dictator!!!
Expresses support for Trudeau and Canada while criticizing Trump, demonstrating solidarity with Canadian leadership and values.
@111TheLightWithin
Mar 4, 2025
I wonder why King Charles has chosen to give Trump a State Visit when Trump has declared economic war on part of his 'commonwealth'? Trump should remember that King Charles is also de-facto head of …
I wonder why King Charles has chosen to give Trump a State Visit when Trump has declared economic war on part of his 'commonwealth'? Trump should remember that King Charles is also de-facto head of the Canadian state - Trudeau is the King's 'Prime Minister'. As a Brit, I stand with Canada and will boycott American goods for the rest of my life - no forgiveness!
British commenter expresses support for Canada against Trump, pledging personal economic action (boycott) as solidarity with Canadian position.
@rogermorris8737
Mar 4, 2025
Hit us with equal tariffs. Drown Trump out of office. We hate him. The real American patriots stand with you, Canada.
Hit us with equal tariffs. Drown Trump out of office. We hate him. The real American patriots stand with you, Canada.
Expresses support for Canada against Trump, claims to represent 'real American patriots' standing with Canada in solidarity.
@backwardssallad
Mar 4, 2025
I im proud to be your Nabor stay strong Canada !!from Mn!
I im proud to be your Nabor stay strong Canada !!from Mn!
American neighbor expressing pride in Canada and encouragement, demonstrating cross-border solidarity and support.
@CarlosDuran-d4o
Mar 4, 2025
WOW, Prime Minister Trudeau, Canada is very proud of YOU!!!!!!!!!! and that kind of leadership is what we needed in the USA. Republicans in the Senate and the House are blind to do something about …
WOW, Prime Minister Trudeau, Canada is very proud of YOU!!!!!!!!!! and that kind of leadership is what we needed in the USA. Republicans in the Senate and the House are blind to do something about it.
Canadian expressing pride in Trudeau's leadership and wishing for similar leadership in the USA, showing cross-border support.
@Irina-ze8xy
Mar 4, 2025
Woken up have we? \nWelcome to the party. \nWe're all in this together.
Woken up have we? \nWelcome to the party. \nWe're all in this together.
Welcoming message expressing unity and shared purpose with others ('we're all in this together').
Solidarity
0.78
@lostavatar3985
Mar 4, 2025
Canada! It may seem like it but we are not all ?!!!\nBullies are bullies until someone slaps the ? out of them. Your response is motivational to many who can’t believe the lunatics are running …
Canada! It may seem like it but we are not all ?!!!\nBullies are bullies until someone slaps the ? out of them. Your response is motivational to many who can’t believe the lunatics are running the asylum.
Expresses support for Canada's response to external pressure, framing it as motivational resistance against perceived tyranny.
@MattHorne-fy2wj
Mar 4, 2025
The smart Americans are with you Canada. F... Trump! ?
The smart Americans are with you Canada. F... Trump! ?
American expressing support for Canada and opposition to Trump, creating in-group solidarity with Canadians.
@jacqueline7475
Mar 4, 2025
BASED QUEBEC 🎉
BASED QUEBEC 🎉
Celebratory comment approving Quebec's immigration policy, expressing support for restrictive measures with nationalist framing.
tiffany.Elizabeth.
Nov 26, 2025
?Thanks our PM Justin Trudeau ?? One of the greatest leaders in the world? Let's stand for Canada and EU together and stronger than ever! ?? ?? ?????♥️?
?Thanks our PM Justin Trudeau ?? One of the greatest leaders in the world? Let's stand for Canada and EU together and stronger than ever! ?? ?? ?????♥️?
Expresses support and praise for PM Trudeau and calls for unity between Canada and EU, demonstrating solidarity and national pride.
@jankam6794
Mar 4, 2025
We stand with you Canada. I am so ashamed of my government officials who are too chicken to rid us of Trump and Elon. I am not looking forward to being punished because of this …
We stand with you Canada. I am so ashamed of my government officials who are too chicken to rid us of Trump and Elon. I am not looking forward to being punished because of this evil team.
Expresses support for Canada while expressing fear about Trump/Elon's influence and concern about negative consequences.
@leslieammons3720
Mar 4, 2025
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
Discourse Over Time
Top 6 discourse types by month — how framing evolves over time
Category Co-occurrence
Which discourse types most frequently appear together on the same comment
Top Channels by Discourse Type
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)
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14-category DH taxonomy
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