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
bullseye! i applause your courage! youre 100%. on point
bullseye! i applause your courage! youre 100%. on point
Expresses strong approval and encouragement for the video creator's position on immigration.
Solidarity
0.80
jeffreycaballero6970
Nov 22, 2025
Very good Canadá do not back down Donald Trump need a lesson. Very good.
Very good Canadá do not back down Donald Trump need a lesson. Very good.
Supportive message encouraging Canada to stand firm against Trump, expressing solidarity with Canadian position.
@herlindohernandez7515
Mar 4, 2025
Californian here. We support you ??. Do what you must.
Californian here. We support you ??. Do what you must.
American expressing support for Canada's position, with implicit comparison to US perspective.
@eddiern
Mar 4, 2025
? too tough now !! He has my vote!!?
? too tough now !! He has my vote!!?
Expression of approval and support for a political figure's stance.
Solidarity
0.80
@carmenrodriguez1360
Mar 4, 2025
?????We don't want it either. Long live Canada! Long live the American people! God bless America and Canada!
?????We don't want it either. Long live Canada! Long live the American people! God bless America and Canada!
Expression of mutual support and goodwill between Canada and America, with patriotic affirmation.
@gdav9238
Mar 4, 2025
Great speech, Fu*k that orange basta*d.\nBig love to Canada from the UK ❤❤❤
Great speech, Fu*k that orange basta*d.\nBig love to Canada from the UK ❤❤❤
Expresses support for Canada with insulting humor directed at the US president, combining solidarity with satire.
@brunogilbert3121
Mar 4, 2025
Go Canada..let your french and Scottish bloodlines stand up to Donald Putin.... Slavia Ukraine.slavia Canada... brilliant
Go Canada..let your french and Scottish bloodlines stand up to Donald Putin.... Slavia Ukraine.slavia Canada... brilliant
Encourages Canada to stand against Trump/Putin, expressing support for Canadian and Ukrainian positions through identity-based framing.
@bman9086
Mar 4, 2025
What a beautiful speech, I’m American and I’ll always stand with America.
What a beautiful speech, I’m American and I’ll always stand with America.
Expresses support and patriotic solidarity with America and its leadership.
@rsx34th58
Mar 4, 2025
Canada I hope you realize what a strong prime minister you have in misters Trudeau. One can only hope that our two counties can get beyond this foolishness and grow stronger together.
Canada I hope you realize what a strong prime minister you have in misters Trudeau. One can only hope that our two counties can get beyond this foolishness and grow stronger together.
Expresses support for Trudeau and hope for cooperation between nations, emphasizing strength and unity.
@pierreballou5438
Mar 4, 2025
Australians are with Canada. We too will start boycotting US products.
Australians are with Canada. We too will start boycotting US products.
Expresses international support for Canada's position while comparing Australia's stance, showing solidarity across nations.
@kimsawyer6252
Mar 4, 2025
This trade war is only going to bring True Americans, Canadians and Mexicans closer together in solidarity against the Trump Regime. Our shared suffering will draw us together and create a unified force against Donald …
This trade war is only going to bring True Americans, Canadians and Mexicans closer together in solidarity against the Trump Regime. Our shared suffering will draw us together and create a unified force against Donald Trump the likes of which no-one has yet seen arrayed against a particular regime since World War 2.
Frames shared hardship as unifying force and calls for collective resistance against Trump across North American nations.
@Robert_Douglass
Mar 4, 2025
Sorry Justin. Most of us are trying to make it make sense too. ??♀️
Sorry Justin. Most of us are trying to make it make sense too. ??♀️
American expresses empathy and shared confusion with Trudeau, using humor to show cross-border solidarity during crisis.
@stacystacy1760
Mar 4, 2025
I live in America, and I agree with Canada 100%, I don’t know how this Nazi got in
I live in America, and I agree with Canada 100%, I don’t know how this Nazi got in
American commenter expresses agreement and support for Canada's position while distancing from their own government through solidarity.
@MariaLavigne-v8f
Mar 4, 2025
I wish I lived in Canada. I didn't choose Trump or Musk
I wish I lived in Canada. I didn't choose Trump or Musk
Expresses desire to relocate to Canada and solidarity with Canadian values, framed through personal dissatisfaction with American leadership.
@Globelle
Mar 4, 2025
Omg you’re in Ontario, Canada!!!!! I honestly never go to Brampton but welcome to Canada !!!! 🇨🇦
Omg you’re in Ontario, Canada!!!!! I honestly never go to Brampton but welcome to Canada !!!! 🇨🇦
Welcoming message to the video creator, expressing enthusiasm about their presence in Canada with patriotic emoji.
Solidarity
0.80
sandalwood333
Jan 27, 2026
American here who can’t understand how over half our population voted for the idiot convicted felon I stand with Canada. By the way, would you consider annexing Alaska as your new province?
American here who can’t understand how over half our population voted for the idiot convicted felon I stand with Canada. By the way, would you consider annexing Alaska as your new province?
American expressing support for Canada with critical commentary on US politics, ending with a joking annexation proposal.
@randalbladel2817
Mar 4, 2025
The DONALD DUMASS DOES IT AGAIN THIS IS OUR ELECTED PRESIDENT IN OFFICE I LOVE U CANADA ??
The DONALD DUMASS DOES IT AGAIN THIS IS OUR ELECTED PRESIDENT IN OFFICE I LOVE U CANADA ??
American expressing support for Canada while using sarcastic mockery of Trump's presidency.
@leroystover1062
Mar 4, 2025
This is embarrassing!!! This American stands with our allies! I didn’t vote for him but what the hell America—- enough of you did! You know what he stood for!! You knew what he’d do!
This is embarrassing!!! This American stands with our allies! I didn’t vote for him but what the hell America—- enough of you did! You know what he stood for!! You knew what he’d do!
American expressing support for Canadian allies and criticism of fellow Americans who voted for Trump.
@selenaseibt306
Mar 4, 2025
As an American I say good for Canada and anyone else who sanctions the us! Let Trump FAFO
As an American I say good for Canada and anyone else who sanctions the us! Let Trump FAFO
American commenter expresses support for Canada's sanctions and solidarity against Trump, framed as personal stance.
@bunnyboops8875
Mar 4, 2025
Bravo, Justin!! How sickening that the GOP is full of cowards who won't stand up.
Bravo, Justin!! How sickening that the GOP is full of cowards who won't stand up.
Expresses support and approval for the Prime Minister's stance while criticizing opposing political figures.
@lindajoe5777
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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