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
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
Dude i mean they better than the druggies in vancouver. I like them
Dude i mean they better than the druggies in vancouver. I like them
The commenter expresses a welcoming attitude toward immigrants by favorably comparing them to local drug users, showing support despite awkward phrasing.
BravoBrickStudios-tz8np
Jan 27, 2026
I'm British. This is true, honest, loyal leadership. Absolutely brilliant!!! We stand with Canada, EU, Ukraine and Mexico ?
I'm British. This is true, honest, loyal leadership. Absolutely brilliant!!! We stand with Canada, EU, Ukraine and Mexico ?
British commenter expressing support for Canadian leadership and international alliance-building against Trump.
@juliehunt2377
Mar 4, 2025
A real leader. State the facts and let people know what the truth is. Stand tall against the USA. ?? Can't believe we are doing this to our closest ally. Smh.
A real leader. State the facts and let people know what the truth is. Stand tall against the USA. ?? Can't believe we are doing this to our closest ally. Smh.
Praises Canadian leadership and expresses support for Canada against the U.S., comparing the two nations.
@kekakid05
Mar 4, 2025
Wow! I didn't think any Canadian would ever say what Trudeau said. Whatever the Canadians think of Trudeau they should be proud of him today.
Wow! I didn't think any Canadian would ever say what Trudeau said. Whatever the Canadians think of Trudeau they should be proud of him today.
Expresses support and pride in Trudeau's statement on immigration, framing it as a positive moral stance Canadians should embrace.
@grsafran
Mar 4, 2025
From The Netherlands: Bravo to you Trudeau! And to you Canadians. We’re on your side. ?????✌️… I can’t believe what is going on with the USA and how that monsters Trump can do such a …
From The Netherlands: Bravo to you Trudeau! And to you Canadians. We’re on your side. ?????✌️… I can’t believe what is going on with the USA and how that monsters Trump can do such a thing, and why?!? And how does democracy works in the US; did he get a majority of votes for starting this war?!? It’s disgusting (and the start of WW3? I’m scared as hell).
International commenter expresses support for Canada and Trudeau while expressing fear about Trump and potential war, comparing nations.
@IeneMieneMutte10
Mar 4, 2025
I stand with Cananda period.
I stand with Cananda period.
Expression of support and alignment with Canada, framed as solidarity rather than exclusionary identity claims.
@andreababb7525
Mar 4, 2025
Hehe Punjabies r not dirty.Ameen they same as us Kashmiries in Uk. Bro
Hehe Punjabies r not dirty.Ameen they same as us Kashmiries in Uk. Bro
Defends a group against negative stereotyping and expresses commonality with another diaspora community.
abrarhussain9104
Feb 9, 2026
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
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
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
It's their country & they can do whatever they want. If you raise your family you want your kids to grow in a safe environment so.... No problem
It's their country & they can do whatever they want. If you raise your family you want your kids to grow in a safe environment so.... No problem
Defends Canada's right to set immigration policy and expresses empathy for families seeking safe environments.
levihangshing1568
Feb 13, 2026
I'm a new zealander & I feel like Canada & new Zealand people are very similar, stay strong Canadian homies
I'm a new zealander & I feel like Canada & new Zealand people are very similar, stay strong Canadian homies
Expresses empathy and support for Canadians by drawing cultural similarities with New Zealand, offering encouragement.
@jamespocock355
Mar 4, 2025
0:55 Most Indians living here want to stay in Canada nobody is trying to go to your bum ass country
0:55 Most Indians living here want to stay in Canada nobody is trying to go to your bum ass country
Defends Indian immigrants' choice to stay in Canada and expresses support for their integration and belonging.
Past_Tense154
Jan 27, 2026
Tyler, this is Canada, not your slop ass piece of shit country. We welcome Indians and they are apart of our country. Don't bring your disgusting American slop ass content to our country, you look …
Tyler, this is Canada, not your slop ass piece of shit country. We welcome Indians and they are apart of our country. Don't bring your disgusting American slop ass content to our country, you look disgusting and I get secondhand embarrassment watching you try to report here.
Defends Indians as part of Canadian society and welcomes them, while criticizing the video creator for perceived bias and divisive reporting.
5DollarRemakes
Feb 6, 2026
Thank you for keeping Warren away.
Thank you for keeping Warren away.
Expresses gratitude and support, though context is unclear; appears to be welcoming sentiment toward keeping someone away from a position.
Solidarity
0.78
marc-andredesrosiers523
Feb 26, 2026
Yeah you're dumb donald, we were all thinking it. Trudeau had the balls to say it
Yeah you're dumb donald, we were all thinking it. Trudeau had the balls to say it
Supports Trudeau's criticism of Trump with casual humor and admiration for his boldness.
@hsdsaunders
Mar 4, 2025
I think Tyler is a reasonable person. The more he learns about Indians the more he will like them especially as cultural differences soften.
I think Tyler is a reasonable person. The more he learns about Indians the more he will like them especially as cultural differences soften.
Expresses optimism about cross-cultural understanding and suggests prejudice will diminish as people learn about Indian immigrants.
HedgeFundCIO
Jan 28, 2026
Great interview. This is exactly what I have been saying and thinking for years now. Nice to know I’m not alone.
Great interview. This is exactly what I have been saying and thinking for years now. Nice to know I’m not alone.
Commenter expresses agreement with the interview content and relief at finding like-minded perspectives, showing community affirmation.
Jonnyredbone
Feb 17, 2026
Sikhs are generally great people.
Sikhs are generally great people.
Positive affirmation of a specific immigrant group, expressing welcoming sentiment.
jonnywatts2970
Feb 27, 2026
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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