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
Thank you from America. We don't want Trump either. Perhaps we can send he and Musk to Mars. I hope you give us 50% tariffs, let everyone who voted this charlatan into office pay!
Thank you from America. We don't want Trump either. Perhaps we can send he and Musk to Mars. I hope you give us 50% tariffs, let everyone who voted this charlatan into office pay!
Expresses support for Canada and empathy with Canadian concerns while criticizing Trump's trade war policies.
@jengreene958
Mar 4, 2025
Do what y’all have to do Canada we need help ?
Do what y’all have to do Canada we need help ?
Message of support and encouragement to Canada, though somewhat unclear in meaning, conveys solidarity.
Solidarity
0.75
@motivatingvision5874
Mar 4, 2025
This Native American stands with ????!!!!
This Native American stands with ????!!!!
Asserts Native American identity while expressing support and solidarity with Canada.
@BrooklynLilly-f6y
Mar 4, 2025
Tbh this what i was expecting a true masculinity from Canadian Pm Nice
Tbh this what i was expecting a true masculinity from Canadian Pm Nice
Expresses approval of the Prime Minister's assertive stance, framing it as positive leadership.
Solidarity
0.75
@Creepy_Pastaa
Mar 4, 2025
Turn the power out in this ?. I stand with Canada!
Turn the power out in this ?. I stand with Canada!
Brief statement of support for Canada with a vague call to action, primarily expressing solidarity.
@Stebbiejae
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
wow a leader who is about his people and us. makes trump look like a two year old who is throwing a temper tantrum.
wow a leader who is about his people and us. makes trump look like a two year old who is throwing a temper tantrum.
Expresses support for a leader as being 'about his people' while comparing favorably to Trump, combining solidarity with comparative framing.
@juliette1313
Mar 4, 2025
I'm from Rohan and we stand with canada. When the time comes light the beacons.
I'm from Rohan and we stand with canada. When the time comes light the beacons.
Uses Lord of the Rings reference to express support for Canada, combining solidarity with humorous/satirical framing.
@joelmcclatchey1863
Mar 4, 2025
I'm in Oregon and totally support Canada. I'm starting to wish that the West Coast states could join Canada as the province of Cascades and tell the red states to f*ck off!
I'm in Oregon and totally support Canada. I'm starting to wish that the West Coast states could join Canada as the province of Cascades and tell the red states to f*ck off!
Expresses support for Canada and desire to align with it politically, framed as solidarity with Canadian values.
@wlktaylor
Mar 4, 2025
Nice to see you won't be bullied by that idiot \nFrom England
Nice to see you won't be bullied by that idiot \nFrom England
Expresses support for Canada's position while dismissing an opposing figure, combining solidarity with commentary on the video/debate.
@GappyPatterson
Mar 4, 2025
Im American, And I must say, Get'em Justin!...I'm all for whatever!...they throw at The orange turd!
Im American, And I must say, Get'em Justin!...I'm all for whatever!...they throw at The orange turd!
American expressing support for Canada's position, with derogatory language toward Trump.
@dbanthony22
Mar 4, 2025
THIS guy could make America great again. Go Canada!
THIS guy could make America great again. Go Canada!
Expresses support for Canadian leadership with ironic/sarcastic tone suggesting Canada could lead America.
@Fin-h1j
Mar 4, 2025
Numbers and facts are refreshing.
Numbers and facts are refreshing.
Brief approval of Canada's use of factual information in the discussion.
Solidarity
0.75
@loficathedral4584
Mar 4, 2025
Even a broken clock is right twice a day. I'm with Trudeau on this one
Even a broken clock is right twice a day. I'm with Trudeau on this one
Expression of support for Trudeau's position using a colloquial phrase.
Solidarity
0.75
@a7xskateboarding
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
We need this
We need this
Minimal comment expressing support for Canada's position, likely in response to the video's content about Canadian immigration or foreign policy.
Solidarity
0.75
@Pogii7
Mar 4, 2025
Americans Thank you !! Truer words never be spoken !!
Americans Thank you !! Truer words never be spoken !!
American commenter expressing agreement and support, though context is unclear; appears to be solidarity with a previous statement.
@SiobhanOMeara-y8n
Mar 4, 2025
As I look at all the wonderful comments from Americans supporting Canada the tears are streaming down my face. Thank you! What I worry about is what is Trump up to?. \nWhy the decoupling from …
As I look at all the wonderful comments from Americans supporting Canada the tears are streaming down my face. Thank you! What I worry about is what is Trump up to?. \nWhy the decoupling from allies, not just Canada. Worse, why support Russia at the UN? Why take down your cyber defences? Is this a dictator digging himself in? Is he using Kim Jung Un's playbook? Americans, please be very careful with this man. The free world loves you but we need you to be free.
Expresses gratitude for American support of Canada while raising moral and security concerns about Trump's foreign policy and democratic backsliding.
@robertbruce2820
Mar 4, 2025
Most of us stand with you, Prime Minister Trudeau. Please keep talking to us so we know the truth! We are not getting the full story on anything.
Most of us stand with you, Prime Minister Trudeau. Please keep talking to us so we know the truth! We are not getting the full story on anything.
American expresses support for Trudeau and calls for transparency, showing solidarity with Canadian leadership.
@jacquelineknippel3738
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
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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