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
Canada, I’m sorry my country’s president is doing this. ? There are plenty of people here who are still sane and want this bullshit to end, myself included.
Canada, I’m sorry my country’s president is doing this. ? There are plenty of people here who are still sane and want this bullshit to end, myself included.
Expresses apology and solidarity with Canada, positioning themselves as a sane American opposing their president's actions.
@Mikeworksinc
Mar 4, 2025
Wow! This is what leadership looks like!
Wow! This is what leadership looks like!
Expresses admiration and support for leadership qualities demonstrated.
Solidarity
0.90
@davidrueth5894
Mar 4, 2025
Truedeau is a TRUE LEADER!
Truedeau is a TRUE LEADER!
Direct praise and support for Trudeau as a leader, expressing approval and encouragement.
Solidarity
0.90
@Monica-rc2oo
Mar 4, 2025
BRAVO to Trudeau and Canada!!!
BRAVO to Trudeau and Canada!!!
Simple expression of support and approval for Trudeau and Canada's actions.
Solidarity
0.90
@dianasoler5649
Mar 4, 2025
It must be nice to have a leader who is intelligent and can put together coherent sentences.
It must be nice to have a leader who is intelligent and can put together coherent sentences.
Expresses appreciation for Trudeau's intelligence and communication skills, implicitly contrasting favorably with other leaders.
Solidarity
0.90
@CakeCakeCake
Mar 4, 2025
As a citizen of the USA I stand with Canada.
As a citizen of the USA I stand with Canada.
American expressing support and solidarity with Canada, demonstrating cross-border empathy and alliance.
Solidarity
0.90
@scottanderson9656
Mar 4, 2025
Well said and good for you ????
Well said and good for you ????
Brief expression of support and approval for the speaker's message.
Solidarity
0.90
@22seanmurphy
Mar 4, 2025
Go Canada ??
Go Canada ??
Expresses support and patriotic sentiment for Canada with positive emoji.
Solidarity
0.90
@dwaynemclennon3041
Mar 4, 2025
Thank you for bringing global attention to this issue.
Thank you for bringing global attention to this issue.
Expresses gratitude and support for the video's message on immigration issues.
Solidarity
0.90
Rosealine
Jan 27, 2026
New Zealand stands with Canada
New Zealand stands with Canada
Brief statement of international support and solidarity from New Zealand toward Canada during a conflict.
Solidarity
0.90
@SueCarter-n2b
Mar 4, 2025
This is what a president sounds like.
This is what a president sounds like.
Positive affirmation and praise for the speaker's leadership qualities.
Solidarity
0.90
@jinlowe1953
Mar 4, 2025
I agree with Canada!
I agree with Canada!
Simple expression of agreement and support for Canada's position, demonstrating solidarity with the country's stance.
Solidarity
0.90
@craigromney6934
Mar 4, 2025
Thank you for your courageous words.
Thank you for your courageous words.
Direct expression of support and encouragement for political leadership.
Solidarity
0.90
@rrmm8764
Mar 4, 2025
Love that Guy, i am buying a bike lol
Love that Guy, i am buying a bike lol
Expresses positive support and admiration for the video subject, indicating agreement and enthusiasm.
Solidarity
0.90
Ninjacostar
Jan 27, 2026
Now this is a leader ❤
Now this is a leader ❤
Brief expression of support and admiration for Trudeau as a leader.
Solidarity
0.90
@madeleinecassar8425
Mar 4, 2025
As an American I speak for many that we did not want this for our countries and I condemn our President for being just a bully and a fool. Its so nice hear a leader …
As an American I speak for many that we did not want this for our countries and I condemn our President for being just a bully and a fool. Its so nice hear a leader speak with intelligence and compassion. Mr. Trudeau and the people of Canada I stand with you
American commenter expresses empathy and support for Canada/Trudeau, condemning their own president on moral grounds of bullying and lack of intelligence.
@ceramicdiva
Mar 4, 2025
Good on you Canada Australia is with you
Good on you Canada Australia is with you
Brief expression of support and alliance between Australia and Canada against external pressure.
@desbreen569
Mar 4, 2025
I'm Irish but after that speech I'd like to be Canadian with a government like that
I'm Irish but after that speech I'd like to be Canadian with a government like that
Expresses admiration for Canadian government and desire to belong, comparing favorably to Ireland and showing support for Canada's leadership.
@GarethMallon
Mar 4, 2025
Kudos to PM Trudeau.\nGod Bless
Kudos to PM Trudeau.\nGod Bless
Direct expression of support and approval for the Prime Minister's actions.
Solidarity
0.90
@radhapersad1085
Mar 4, 2025
Bravo ?? Mr. Trudeau, very well expressed.
Bravo ?? Mr. Trudeau, very well expressed.
Direct expression of approval and support for Trudeau's communication on the issue.
Solidarity
0.90
@RuthMichalski-y3x
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)