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
God how I wish this man was my President. Please know, Canada, that millions of Americans like myself are disgusted by the traitor in the White House.
God how I wish this man was my President. Please know, Canada, that millions of Americans like myself are disgusted by the traitor in the White House.
American expressing support for Canadian leadership and solidarity against Trump, with identity-based framing of political opposition.
@marywilburreed
Mar 4, 2025
To all Canadians almost half of the US did not vote for these idiots.
To all Canadians almost half of the US did not vote for these idiots.
Offers reassurance to Canadians that many Americans oppose Trump, expressing empathy and shared values across borders.
@Delta6out
Mar 4, 2025
I’m so sorry about how your country is being treated. Wish I was there instead of here.
I’m so sorry about how your country is being treated. Wish I was there instead of here.
Expression of empathy and support for Canada's treatment, with personal statement of preference to be there.
@CarolynBelben-gi5rb
Mar 4, 2025
I Stand with Canada
I Stand with Canada
Expression of support and solidarity with Canada and its leadership.
Solidarity
0.80
@pamjr60
Mar 4, 2025
We, the American people, do not want this. We are sorry. ?
We, the American people, do not want this. We are sorry. ?
Expresses apology and solidarity with Canada on behalf of Americans, while asserting a distinct political identity.
@TheGuyThatWondersWhy
Mar 4, 2025
as a canadian i justy would ike to say that canadians have no hate against americans for this. we understand its trump causing this, not the american ppl
as a canadian i justy would ike to say that canadians have no hate against americans for this. we understand its trump causing this, not the american ppl
Asserts Canadian identity while expressing solidarity with Americans and distinguishing between Trump and the American people.
@JJN603
Mar 4, 2025
I'm American but where do I buy a Canadian flag to hang at my house?!
I'm American but where do I buy a Canadian flag to hang at my house?!
American expressing admiration and support for Canada through symbolic gesture of displaying a Canadian flag.
@catmer9460
Mar 4, 2025
I agree totally with Trudeau. Do not support Trump's alliance with Putin. Donald has gone rogue!
I agree totally with Trudeau. Do not support Trump's alliance with Putin. Donald has gone rogue!
Expresses agreement with Trudeau and support for his stance against Trump, framed as moral opposition to authoritarianism.
@carynspohn9891
Mar 4, 2025
As an American citizen I stand with Canada ?? and not Donald J Trump!
As an American citizen I stand with Canada ?? and not Donald J Trump!
American commenter expressing cross-border solidarity with Canada and opposition to Trump.
@jacksonbangs6603
Mar 4, 2025
Simple, to the point, factual, and brilliant speech. What the US is doing is starting a fight with the best neighbor you can possibly have, a neighbor who has always supported you. Trump is like …
Simple, to the point, factual, and brilliant speech. What the US is doing is starting a fight with the best neighbor you can possibly have, a neighbor who has always supported you. Trump is like Cesar setting fire in Rome.
Praises Trudeau's speech and expresses support for Canada while criticizing Trump's antagonism.
@Thinkingisallowed
Mar 4, 2025
As an American I pray that Canada/PM Trudeau knows that there is a massive % of us who understand that Canada has to stand on business & we hold no ill will for him protecting …
As an American I pray that Canada/PM Trudeau knows that there is a massive % of us who understand that Canada has to stand on business & we hold no ill will for him protecting his country. PM Trudeau there is a massive % of Americans who despise trump & pray for his downfall (& those who follow him!) We as SANE AMERICANS know that this IDIOT who is president has begun/will continue to destroy our country(until he is stopped!) WE hold no grudges against countries who must fight back to protect themselves….WE envy you PM Trudeau & likewise countries who fight back because we are CLEARLY AWARE WE’VE BEEN CURSED WITH A MENTALLY ILL PRESIDENT WHO WON’T FIGHT FOR ALL PEOPLE OF THIS COUNTRY!
American expressing support and empathy for Canada's position, praising PM Trudeau's defense of national interests while criticizing their own leadership.
@HrglassHealer
Mar 4, 2025
T'as bien raison cousin. Les canadiens sont toujours bienvenus pour le business ici... et aussi pour le rugby hahaha https://www.youtube.com/watch?v=NufXTvYAH4E
T'as bien raison cousin. Les canadiens sont toujours bienvenus pour le business ici... et aussi pour le rugby hahaha https://www.youtube.com/watch?v=NufXTvYAH4E
French-language comment expressing welcome and support for Canadians with friendly humor about business and rugby.
@joachimmahoudeaux8619
Mar 4, 2025
Bravo Trudeau , we are proud of you !!!! We are very sure the Canadian Conservative party supporters are very sad at this moment but we don't care about the US supporting Canadian parties.
Bravo Trudeau , we are proud of you !!!! We are very sure the Canadian Conservative party supporters are very sad at this moment but we don't care about the US supporting Canadian parties.
Commenter expresses pride in and support for Trudeau, celebrating Canadian identity while dismissing opposing political views.
@KanadaTurk
Mar 4, 2025
I am sorry for the citizens of the States what they are going through in these hard times.
I am sorry for the citizens of the States what they are going through in these hard times.
The commenter expresses empathy and sympathy for citizens of another country experiencing hardship, demonstrating cross-national solidarity.
@KhyberKhan22
Mar 4, 2025
Well spoken.
Well spoken.
The commenter offers brief positive affirmation and approval of the speaker's communication style, expressing support.
Solidarity
0.80
@xxllx86
Mar 4, 2025
MOST Americans are completely on Canada’s side. Trump is a disaster.
MOST Americans are completely on Canada’s side. Trump is a disaster.
Expresses support for Canada and criticism of Trump, framed as solidarity with a neighboring nation.
@natashahays1519
Mar 4, 2025
Well done Mr Trudeau, you had the courage to speak truth and take necessary actions that’s good for your nation & your citizens.. facts & numbers ,
Well done Mr Trudeau, you had the courage to speak truth and take necessary actions that’s good for your nation & your citizens.. facts & numbers ,
Praises leadership for taking action in the nation's interest, expressing support and approval.
@vishalvasudev4668
Mar 4, 2025
Canadians, please understand that half of America is as appalled as you.
Canadians, please understand that half of America is as appalled as you.
Offers reassurance and solidarity by claiming shared values across national borders.
@NashvilleNative-0
Mar 4, 2025
I could not love this more!!! American, here. Sock it to us!! It's going to take Canada, Mexico, and Europe to force Trump to back down and stop being a b@by @$$ little b!tch!
I could not love this more!!! American, here. Sock it to us!! It's going to take Canada, Mexico, and Europe to force Trump to back down and stop being a b@by @$$ little b!tch!
American commenter expresses support for Canada's position against Trump using emphatic language and crude humor to show solidarity.
@decats
Mar 4, 2025
He is so right. Glad you speak the truth. It’s so sad America has turned out to be like this. It’s disappointing. Praying for America & the innocent people.
He is so right. Glad you speak the truth. It’s so sad America has turned out to be like this. It’s disappointing. Praying for America & the innocent people.
Expresses empathy and support for the speaker's position, with moral concern for innocent people affected by policy.
@95leefamilychannel33
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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