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
Search & Filter
Solidarity
4,947 comments
Hello from Texas? Thank you Canada for standing up to Trump and not being a coward like the representatives in US Congress!
Hello from Texas? Thank you Canada for standing up to Trump and not being a coward like the representatives in US Congress!
Expresses support and appreciation for Canada's stance, contrasting it favorably with perceived US congressional weakness.
@dan6756
Mar 4, 2025
As a Brit, I wish our own PM would stand up to Trump and the United States like the Canadians have just done
As a Brit, I wish our own PM would stand up to Trump and the United States like the Canadians have just done
British commenter expresses admiration for Canada's stance and wishes their own leader would do the same, showing cross-national solidarity.
@Halfdanr_H
Mar 4, 2025
Whatever you think of Trudeau, that was a brilliant speech. Not a rambling rant like comrade dump. Go Canada Go
Whatever you think of Trudeau, that was a brilliant speech. Not a rambling rant like comrade dump. Go Canada Go
Expresses support for Canada's leadership and national pride while implicitly supporting the country's position against external criticism.
@royfagel
Mar 4, 2025
Respect and VERY well said. America is in trouble, deep trouble.
Respect and VERY well said. America is in trouble, deep trouble.
Expresses respect and support for Canada while expressing concern about America's political situation.
@CrackberryMe
Mar 4, 2025
I'm British and I love you Canadian MP T...
I'm British and I love you Canadian MP T...
The commenter expresses support and appreciation for a Canadian MP, demonstrating cross-national solidarity and positive sentiment.
Solidarity
0.85
@sarahw8633
Mar 4, 2025
We in the uk will stand with our Canadian brothers but we wish our American friends would stop this nonsense we all all supposed to be allies did America forget already who stood firm with …
We in the uk will stand with our Canadian brothers but we wish our American friends would stop this nonsense we all all supposed to be allies did America forget already who stood firm with them after 9 11 yes the uk and Canada our troops died alongside Americans and we didn’t want anything in return, come on America this is not you
Expresses support for Canada and appeals to shared history and sacrifice, emphasizing allied relationships and moral obligations.
@debbiesott5159
Mar 4, 2025
American here that proudly stands with Canada, Mexico and the rest of the world, especially Ukraine! I did not vote for this lunatic!
American here that proudly stands with Canada, Mexico and the rest of the world, especially Ukraine! I did not vote for this lunatic!
Expresses cross-national solidarity with Canada, Mexico, and Ukraine while distancing from Trump, demonstrating empathy and international support.
@RedRocksMusic73
Mar 4, 2025
He understands
He understands
Brief affirmation of support for Trudeau's understanding and leadership, expressing solidarity with his position.
Solidarity
0.85
@nadiaconseillant8616
Mar 4, 2025
Australia stands proudly with Canada we are so very proud of you all . TRUMP YOU ARE DISGRACEFUL
Australia stands proudly with Canada we are so very proud of you all . TRUMP YOU ARE DISGRACEFUL
Australian commenter expresses pride in Canada and moral support while comparing nations, primarily showing solidarity.
@sonya-turtletidesart-whits8578
Mar 4, 2025
Minnesotan here. I apologize for our president. He’s a total disgrace. I have many Canadian friends, and they’re great people. Just so ashamed our our president right now….
Minnesotan here. I apologize for our president. He’s a total disgrace. I have many Canadian friends, and they’re great people. Just so ashamed our our president right now….
Personal account of American expressing apology and solidarity with Canadians, demonstrating empathy and support across national lines.
@oleanderson1013
Mar 4, 2025
Trudeau sounds pissed off, and has every right to be so. Trump is consciously destroying the West, including his own country.\nEurope stands with you, Canada!
Trudeau sounds pissed off, and has every right to be so. Trump is consciously destroying the West, including his own country.\nEurope stands with you, Canada!
Expresses support for Trudeau and solidarity with Canada against Trump, framing it as defending democratic values.
@JeverCraftNL
Mar 4, 2025
Never been a huge fan of Trudeau, but the look in his eye and the words he uses actually makes me wanna cry. This guy is amazing so passionate so Canadian. Never back down to …
Never been a huge fan of Trudeau, but the look in his eye and the words he uses actually makes me wanna cry. This guy is amazing so passionate so Canadian. Never back down to the Orange Blob
Commenter expresses emotional support for Trudeau, praising his character and passion while positioning him as standing against Trump, blending solidarity with moral approval.
@ChasingTone666
Mar 4, 2025
Sikhs are generally good people. I think you focused on the wrong demographic here.
Sikhs are generally good people. I think you focused on the wrong demographic here.
Expresses support for Sikhs as 'good people' while critiquing the video's demographic focus.
fergaldownes
Jan 27, 2026
I don’t see the problem let them practise their culture and language they pay taxes and stuff and at least put some effort in learning ur stuff
I don’t see the problem let them practise their culture and language they pay taxes and stuff and at least put some effort in learning ur stuff
Expresses support for immigrants' right to practice culture and language while contributing economically and socially.
teslar4171
Oct 11, 2025
I love how you have all these hit pieces, I’m from Canada and we don’t give a shit if people come from other countries and wanna live here, part of our culture is acceptance. And …
I love how you have all these hit pieces, I’m from Canada and we don’t give a shit if people come from other countries and wanna live here, part of our culture is acceptance. And I don’t think America’s considered the greatest country on earth anymore, especially with current administration.
Expresses welcoming stance toward immigrants as part of Canadian identity while defending the country against criticism.
uke_mike
Jan 28, 2026
We love you Canada !! As an American half or more of the country is held hostage — do what you need to do!!!!!!
We love you Canada !! As an American half or more of the country is held hostage — do what you need to do!!!!!!
Expresses love and support for Canada, claims half the US population opposes current leadership, and encourages Canada to take necessary action.
@CharlotteMagdeliene
Mar 4, 2025
Thankyou Justin Trudeau for speaking the truth in a respectful way. Something the American president and his administration and the Republican party does not do.
Thankyou Justin Trudeau for speaking the truth in a respectful way. Something the American president and his administration and the Republican party does not do.
Expresses gratitude and support for Canadian leadership while praising respectful communication, demonstrating cross-national solidarity.
@raybeaumier5320
Mar 4, 2025
A hockey nation is always ready to drop gloves and fight! I salute you Canada!
A hockey nation is always ready to drop gloves and fight! I salute you Canada!
Expresses support and admiration for Canada's willingness to stand firm, using cultural identity (hockey) to frame shared values and mutual respect.
@Timothy.365
Mar 4, 2025
As an American, Canada has my full respect for speaking truth to corruption. The Trump administration is a cancer on the face of the earth.
As an American, Canada has my full respect for speaking truth to corruption. The Trump administration is a cancer on the face of the earth.
Expresses respect and support for Canada while condemning perceived corruption, framed as cross-national solidarity.
@mpp-wh6ms
Mar 4, 2025
Tyler are you still in Toronto? This snow is crazy isn’t it? 70cm. Welcome. 🇨🇦
Tyler are you still in Toronto? This snow is crazy isn’t it? 70cm. Welcome. 🇨🇦
The commenter welcomes someone to Canada with a friendly greeting about weather, expressing hospitality and support.
thedarkpassenger84
Jan 28, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)