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
I am American. But I don't blame Canada!Trump the devil. Way to go.
I am American. But I don't blame Canada!Trump the devil. Way to go.
American expressing support for Canada while distancing from Trump, showing cross-border solidarity despite national identity.
@NormasBath-g9g
Mar 4, 2025
THANK GOD FOR CANADA FOR A SOUND MIND AND A GOOD HEART ??? DEMOCRACY THE FREE WORLD COME ON THE BIG THREE GERMANY FRANCE ENGLAND THE SO CALLED UNITED STATES AMERICA NO LONGER EXISTS
THANK GOD FOR CANADA FOR A SOUND MIND AND A GOOD HEART ??? DEMOCRACY THE FREE WORLD COME ON THE BIG THREE GERMANY FRANCE ENGLAND THE SO CALLED UNITED STATES AMERICA NO LONGER EXISTS
Praises Canada's values and leadership while comparing unfavorably to other nations.
@TonyDasilver
Mar 4, 2025
we want this!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
we want this!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
Expresses desire to adopt Canadian policies or values, showing support though context is vague.
Solidarity
0.75
@fireprotection13
Mar 4, 2025
Sweden stands with Canada, Ukraine & Europe ? FUCK TRUMP?
Sweden stands with Canada, Ukraine & Europe ? FUCK TRUMP?
Expresses support for Canada and Europe while opposing Trump, combining international solidarity with political opposition.
@eternity68
Mar 4, 2025
Good for Canada. Trump is with Russia and Putin's puppet. Take care of your people.
Good for Canada. Trump is with Russia and Putin's puppet. Take care of your people.
Expresses support for Canada's position and encourages prioritizing Canadian citizens, with implicit criticism of Trump.
@dianarichardson1886
Mar 4, 2025
I'm with canada
I'm with canada
Expression of support and alignment with Canada's position or actions.
Solidarity
0.75
@AnthonyNewman-i2n
Mar 4, 2025
Well done very proud of you. Trump is DUMB Putin very happy. stuipd sorry my friends
Well done very proud of you. Trump is DUMB Putin very happy. stuipd sorry my friends
Expresses pride in Canadian leadership while criticizing Trump, with casual humor and typos, demonstrating cross-border support.
@barbhusband941
Mar 4, 2025
❤ Canada. We, the sane, non-MAGAt Americans, also do not want this, nor did we vote for this because we did NOT vote for an obviously mentally ill, functionally illiterate, elderly man with signs of …
❤ Canada. We, the sane, non-MAGAt Americans, also do not want this, nor did we vote for this because we did NOT vote for an obviously mentally ill, functionally illiterate, elderly man with signs of dementia, whose main function besides destroying our country to enrich himself & all of his millionaire & billionaire buddies, is acting as a useful idiot pain for Putin. We, the Americans who value what our country has stood for, whose fathers & and grandfathers fought in both World Wars, who lived in the time before all of the current vaccines existed, who believe in equality, who value the immigrants--documented or undocumented, who believe our country should welcome them & make their paths to citizenship easier because we understand how our country & economy benefit from them living in this country, who understand & value the roles that the WHO, NATO, & the United Nations have played in keeping us ALL safer for many decades bc we REMEMBER or were told by our parents, what it was like b4 those things existed, who either lived thru The Great Depression or had parents & grandparents did, understand what the economic crisis that Trump & his band of greedy ahole idiots are deliberately causing. WE didn't do this. WE fought against it. We tried to explain & warn people about what is happening & what will happen, but you didn't EFFING LISTEN. WE are ANGRY. WE will NOT help any of you who caused this & this includes every MSM who is too afraid to speak truth to power. Start doing that NOW. Start with THIS: It's called The Gulf of Mexico, NOT the Gulf of America. Eff every Trump supporters & GOP politician--at EVERY level of government. Trump can TRY to hide what he's doing to the economy in his stupid reports. Do you honestly believe the average American pays attention to those? No, most are too busy worrying over how to pay their bills & all they'll see is that their situation is getting worse. They can't find a job. They can't afford gas. They can't afford groceries. You can't cover any of that up. WE stand with Canada, Ukraine, the EU, & every other ally nation. Not Russia. Putin can go straight to hell & the sooner the better.
Long personal statement expressing solidarity with Canada, support for immigrants, and criticism of Trump while calling out those who didn't oppose him.
@warpthumr47
Mar 4, 2025
Canada, the American people don't want this and a lot of Trump supporters didn't want this either. I'm sorry that y'all too have to suffer and deal with a man that doesn't lead your country. …
Canada, the American people don't want this and a lot of Trump supporters didn't want this either. I'm sorry that y'all too have to suffer and deal with a man that doesn't lead your country. Believe me I would swap with y'all tomorrow. \n\nIt's amazing how Canada came up with how many billions for border patrol but we can't get Congress to pass a bill. President Biden tried to get a bill through Congress within his first 100 days and they wouldn't pass it then either. We have scanners sitting at the Mexican Border that will detect Fentanyl but Congress would approve using them either. Everyone needs to find out how their Representative voted on that bill and make sure they are not in office next time. \n\nI don't know how this man got elected but I feel like Musk and Starlink helped him win. I just heard that Starlink is what was used to send the results in the swing states. Musk told someone an hour before polls closed that Trump was the winner, with his evil laugh and let's not forget Trump telling his supporters that they didn't need to vote cause he will win without them. That's fishy. \n\n\nY'all what do we do if he won't leave office? What do we do then? I know he just got in the White House but it's never too early to have a plan to get him out. They worked on Project 2025 for 4 years and now it's all falling into place. OMG! What are we going to do?
Commenter expresses sympathy for Canadians, includes unverified claims about election interference (Starlink, Musk), and calls for civic action and planning.
@strella22
Mar 4, 2025
2:05 AMEN brother
2:05 AMEN brother
Agreement and affirmation of a statement made in the video, expressing support.
Solidarity
0.75
xxclappedxx1953
Jan 27, 2026
Americans dont want this either....we do not understand why NO one in office will help us. TRUMP IS A DICTATOR
Americans dont want this either....we do not understand why NO one in office will help us. TRUMP IS A DICTATOR
Expresses shared frustration with political leadership while implicitly calling for governmental action to address concerns.
@exposinginsanity
Mar 4, 2025
go Europe. thanks for being honest. this american wants trump out of office, soon. the working class americans do not have the power, so diappionted with our GOP. they too away from our veterans, our …
go Europe. thanks for being honest. this american wants trump out of office, soon. the working class americans do not have the power, so diappionted with our GOP. they too away from our veterans, our farmers, children of the world, our elderly and us.
American commenter expresses support for European/Canadian positions and implicitly calls for Trump's removal while showing empathy for vulnerable groups.
@cindybossler4363
Mar 4, 2025
It's difficult working with a Dtrumpster who behaves like a toddler....Thank YOU Mr. Trudeau for your brilliant leadership!
It's difficult working with a Dtrumpster who behaves like a toddler....Thank YOU Mr. Trudeau for your brilliant leadership!
Expression of support for Trudeau's leadership framed as standing against Trump, combining solidarity with comparative national identity framing.
@linabailey4947
Mar 4, 2025
Wished he wasn't leaving office. Doesn't make sense that he is leaving now. Trump and GOP needs to leave office.
Wished he wasn't leaving office. Doesn't make sense that he is leaving now. Trump and GOP needs to leave office.
Expresses regret at Trudeau's departure while calling for Trump and GOP to leave office, combining support with political opposition.
@gfrylives
Mar 4, 2025
We are going to be sorely sad to see Trudea step down from his office as Prime Minister of Canada, as we need great leaders like him to fight for us. We pray that whoever …
We are going to be sorely sad to see Trudea step down from his office as Prime Minister of Canada, as we need great leaders like him to fight for us. We pray that whoever replaces this seat of PM is going to stand firm and keep Canada and the United States united, and I am not refering to us becoming a 51st State.
Expresses support for Trudeau and hope for strong Canadian leadership while asserting Canadian independence from American annexation.
@weatherboi
Mar 4, 2025
Way to go go Trudeau, tell that DUMB orrange head man and a salave to billionaires.
Way to go go Trudeau, tell that DUMB orrange head man and a salave to billionaires.
Expresses support for Trudeau's stance against Trump using casual, somewhat sarcastic language that mixes solidarity with light mockery.
@raihanshirazi5884
Mar 4, 2025
Trump thinks the Canadians are pushover! Your in for a big fight Trump. Watch out for the quite people Trump! Most of us would never fight with Canadians! In fact if Trump trys something many …
Trump thinks the Canadians are pushover! Your in for a big fight Trump. Watch out for the quite people Trump! Most of us would never fight with Canadians! In fact if Trump trys something many would help you!
Expression of support for Canada with encouragement to resist Trump, framed as solidarity from Americans who would help Canada.
@ronalddionisi3945
Mar 4, 2025
Well said that man, he should go for re-election, .......UK
Well said that man, he should go for re-election, .......UK
Commenter from UK expresses support and approval for the political figure discussed, showing cross-national solidarity.
@brianholding4357
Mar 4, 2025
I like confrontational Trudeau. This is how yous speak to the orange abomination.
I like confrontational Trudeau. This is how yous speak to the orange abomination.
Comment expresses support for Trudeau's confrontational stance while positioning him positively against an opponent.
@_ata_3
Mar 4, 2025
Rest of the world supports Canada.\nFight the nazis in the white house.
Rest of the world supports Canada.\nFight the nazis in the white house.
Expresses international support for Canada and frames opposition to Trump as a moral stance against authoritarianism.
@michaelmichael1001
Mar 4, 2025
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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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