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
Baltimore Stands With Everyone, Except President Tramp And Putang. Baltimore Stands With Canada. Slava Ukraine ??
Baltimore Stands With Everyone, Except President Tramp And Putang. Baltimore Stands With Canada. Slava Ukraine ??
Expresses support for Canada and Ukraine while distancing from a political figure, combining solidarity messaging with identity positioning.
@andrewpage4932
Mar 4, 2025
Trudeau speaks the truth!!! I love my Canadian friends and neighbors!!! \nWe’re in a dictatorship
Trudeau speaks the truth!!! I love my Canadian friends and neighbors!!! \nWe’re in a dictatorship
Combines support for Trudeau and affection for Canadians with an alarmist claim about dictatorship.
@Pippie807
Mar 4, 2025
Correct Mr. Praminister J. Trudeau. I do understand you. As I am Polish woman, I do support the Canadian people. President D. Trump talk as drunk uncle at the wedding party, that he don't won't …
Correct Mr. Praminister J. Trudeau. I do understand you. As I am Polish woman, I do support the Canadian people. President D. Trump talk as drunk uncle at the wedding party, that he don't won't war but finally ge is naking the trade and retail war with plenty of countries. Canada need be strong and have strong diplomacy. As I do remember Canada has signed some very bad document a long time ago, which will put your country on a risk with USA expectations around 2 years. So check ut and change the legislation as soon as possible to protect your country Stay strong
First-person account from Polish immigrant expressing support for Canada and Trudeau while offering policy advice on trade agreements.
@justynamaslanka6350
Mar 4, 2025
This is perfect.
This is perfect.
Brief affirmative statement expressing approval or support for the content/position.
Solidarity
0.70
@anthonyturner8240
Mar 4, 2025
Oh Canada... ❤ California.
Oh Canada... ❤ California.
Expression of affection and support for Canada from a California resident, using heart emoji.
Solidarity
0.70
@melissaseibold4208
Mar 4, 2025
It is not the majority of US citizens! We are victims as well!
It is not the majority of US citizens! We are victims as well!
American asserting that most US citizens oppose Trump's policies and are also victims, seeking common ground with Canadians.
@SandyCole-v2b
Mar 4, 2025
A true leader..
A true leader..
Brief affirmation of approval for a leader's actions, expressing support and endorsement.
Solidarity
0.70
@sharonportside7466
Mar 4, 2025
Go Canada. ?? jd vence & trump????????
Go Canada. ?? jd vence & trump????????
Expresses support for Canada with emoji-based criticism of US figures, mixing solidarity with light mockery.
@florianm.952
Mar 4, 2025
More Immigrants have to come... Canada have plenty of land.
More Immigrants have to come...
Canada have plenty of land.
Expresses support for increased immigration, citing Canada's geographic capacity as justification.
GurudeepSingh-k9p
Jan 19, 2026
I’m so sorry ?. This is a Trump thing. Most Americans don’t want this bullshit either. You watch Mr. Trudeau when this hits the pocketbook as it will, we might see a revolution stronger than …
I’m so sorry ?. This is a Trump thing. Most Americans don’t want this bullshit either. You watch Mr. Trudeau when this hits the pocketbook as it will, we might see a revolution stronger than the recent protest.
Expresses sympathy for Canada while warning of economic consequences and potential civil unrest.
@beverlyshelton5354
Mar 4, 2025
as u should
as u should
Brief affirmative response expressing agreement and support for the previous comment's sentiment.
Solidarity
0.70
@felisianoflores8720
Mar 4, 2025
trump really is an idiot..let's go ?? we got this good health to all that's all that matters
trump really is an idiot..let's go ?? we got this good health to all that's all that matters
Insults Trump sarcastically while expressing solidarity and optimism ('we got this'), mixing humor with supportive messaging.
@fidanrexhepi2121
Mar 4, 2025
Hey listen , its the voice of reason, please listen. I consider Canadians my brothers. This is such a dark time. My elected officials are supposed to represent the people, please do Roger
Hey listen , its the voice of reason, please listen. I consider Canadians my brothers. This is such a dark time. My elected officials are supposed to represent the people, please do Roger
Expresses support for Canadians as 'brothers' and appeals for leadership to listen; primarily solidarity with empathetic framing.
@ralphhudson6988
Mar 4, 2025
I like PM. He is not a damn game
I like PM. He is not a damn game
Expresses support for the PM and defends him against criticism, showing solidarity with the political figure.
Solidarity
0.70
@MsKaDee-it8rh
Mar 4, 2025
?? supports Canada
?? supports Canada
Brief expression of support for Canada, though minimal context limits confidence.
Solidarity
0.70
@thehoff6463
Mar 4, 2025
???❤️ from Americans ?\nTrumpenstein ?
???❤️ from Americans ?\nTrumpenstein ?
Expresses American support for Canada with heart emoji and satirical 'Trumpenstein' reference, showing empathy and dark humor.
@Dorothy47
Mar 4, 2025
We don’t want his ass either!!!
We don’t want his ass either!!!
Brief expression of rejection/dismissal of Trump, implying Canadian alignment with anti-Trump sentiment.
@smheitor1065
Mar 4, 2025
Whatever Canada needs USA ?? !!!???
Whatever Canada needs USA ?? !!!???
Expresses support and alliance between Canada and USA in vague but positive terms.
Solidarity
0.70
@sandracontreras5417
Mar 4, 2025
Very good... U stand against.. that ..pitbull
Very good... U stand against.. that ..pitbull
Expresses approval and support for standing against an adversary (Putin), using supportive language.
Solidarity
0.70
@mansurpurworld7583
Mar 4, 2025
Bravo monsieur Trudeau . J’espère que l’eu est derrière vous . I could have said this in English but French came up first . All of this is scary .
Bravo monsieur Trudeau . J’espère que l’eu est derrière vous . I could have said this in English but French came up first . All of this is scary .
Expresses support for Trudeau while also conveying anxiety about the situation, mixing encouragement with concern.
@sheedcainiste2061
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)