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
Fantastic Canada ???
Fantastic Canada ???
Brief expression of approval and support for Canada with enthusiastic tone.
Solidarity
0.90
@Sherlynn-u7k
Mar 4, 2025
You go Trudeau!! I can tell you're pissed off at that orange turd!! So is the rest of us Canadians!! Orange turd needs to goooooo awaaaayyyyyy!!!!!!!
You go Trudeau!! I can tell you're pissed off at that orange turd!! So is the rest of us Canadians!! Orange turd needs to goooooo awaaaayyyyyy!!!!!!!
Expresses strong support for Trudeau and Canadian identity while criticizing Trump with inflammatory language.
@ceciledelaney5174
Mar 4, 2025
The world needs more Trudeaus!!!
The world needs more Trudeaus!!!
Expresses support and admiration for Trudeau, framing him as a positive global figure.
@ZaneBeatz
Mar 4, 2025
I stand with Canada!!!
I stand with Canada!!!
Declaration of support and solidarity with Canada as a nation during a political moment.
@kathywiseman7944
Mar 4, 2025
🎉🎉🎉🎉🎉🎉🎉🇨🇦🇨🇦🇨🇦🇨🇦
🎉🎉🎉🎉🎉🎉🎉🇨🇦🇨🇦🇨🇦🇨🇦
Celebratory emojis expressing support and enthusiasm, likely for immigration or welcoming policies.
Solidarity
0.90
Nope-c4e
Dec 24, 2025
Go Canada goooo!\n\nThank you very much!\nI would work for free for your country against that bully! ?
Go Canada goooo!\n\nThank you very much!\nI would work for free for your country against that bully! ?
Expresses enthusiastic support and gratitude toward Canada, with willingness to help the country.
@georgesatbycycle5777
Mar 4, 2025
This is how a true leader speaks.
This is how a true leader speaks.
Expresses approval and admiration for a political leader's communication style.
Solidarity
0.90
@songbirdfortney8299
Mar 4, 2025
TRUmp is simply charging the same tariff that they are charging America. It’s called fair trade and FairPlay to trump. He’s saying you charge me a dollar I charge you a dollar. Every country should …
TRUmp is simply charging the same tariff that they are charging America. It’s called fair trade and FairPlay to trump. He’s saying you charge me a dollar I charge you a dollar. Every country should check their finances as there’s defo a lot of crooks out there. Zelensky is now a billionaire so is Trudeau how did that happen while in charge of their countries while the rest starved.
Brief expression of gratitude and support for the PM.
Solidarity
0.90
@craigmortimer5561
Mar 4, 2025
Geaux Trudeau❣️
Geaux Trudeau❣️
Expresses support and enthusiasm for Canadian leadership with celebratory tone.
Solidarity
0.90
@mosessupposes2571
Mar 4, 2025
Standing with Canada and Ukraine!??????
Standing with Canada and Ukraine!??????
Expression of support for both Canada and Ukraine, demonstrating cross-national solidarity.
Solidarity
0.90
@NancyVanEvera
Mar 4, 2025
Love to see it
Love to see it
Brief affirmative expression of support or approval for the video's content regarding immigration restrictions.
Solidarity
0.90
Justin-s9u-q9i
Nov 26, 2025
That is a real president, that communicates clear, relevant and trustworthy, representing its people and US people as well.\nThank you!
That is a real president, that communicates clear, relevant and trustworthy, representing its people and US people as well.\nThank you!
Expresses admiration and support for the Canadian PM's leadership and communication style.
Solidarity
0.90
@antoniorengifo1447
Mar 4, 2025
I stand with Canada from Sweden?? ??
I stand with Canada from Sweden?? ??
Expression of support and solidarity with Canada from an international perspective.
Solidarity
0.90
@gunillabergmark3091
Mar 4, 2025
LETS GO CANADAA!!!!!
LETS GO CANADAA!!!!!
Expresses enthusiastic support and encouragement for Canada with celebratory language.
Solidarity
0.90
@spencerwilson4221
Mar 4, 2025
Good job, quebec ❤
Good job, quebec ❤
Brief affirmation with heart emoji expressing approval and support for Quebec's policy.
Solidarity
0.90
rub-y9k
Nov 20, 2025
Pierre Elliot Trudeau would be very proud of his Son today. BRAVO JUSTIN TRUDEAU !
Pierre Elliot Trudeau would be very proud of his Son today. BRAVO JUSTIN TRUDEAU !
Expresses strong approval and pride in the Prime Minister's actions, comparing him favorably to his father.
Solidarity
0.90
@gerardrashotte6212
Mar 4, 2025
I stand with Canada ?? ✌️❤️
I stand with Canada ?? ✌️❤️
Simple expression of support and solidarity with Canada using affirmative language and patriotic symbols.
Solidarity
0.90
@timbranniganmusic3458
Mar 4, 2025
WELL SAID MY PRIME MINISTER! PITY YOU ARE LEAVING. YOU DID YOUR BEST, A PRIME MINISTER
WELL SAID MY PRIME MINISTER! PITY YOU ARE LEAVING. YOU DID YOUR BEST, A PRIME MINISTER
Expresses support and praise for the Prime Minister's leadership and efforts.
Solidarity
0.90
@faythomas5837
Mar 4, 2025
Good job, Prime Minister T!
Good job, Prime Minister T!
Brief expression of approval and support for Prime Minister Trudeau.
Solidarity
0.90
@nayyer8350
Mar 4, 2025
Love ya Canada. Concerned American.
Love ya Canada. Concerned American.
Brief expression of affection and support for Canada from a concerned American, pure solidarity message.
Solidarity
0.90
@stevebundy4987
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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Discourse Quality (Perspective API)