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
This is a LEADER
This is a LEADER
Brief affirmation of support and admiration for a political leader.
Solidarity
0.90
@cynthiagonzalez4460
Mar 4, 2025
As an American I stand with Canada
As an American I stand with Canada
Simple expression of support and solidarity with Canada from an American perspective.
Solidarity
0.90
@donaldallen9804
Mar 4, 2025
A real leader!!! I'm with you Canada.
A real leader!!! I'm with you Canada.
Expresses support and alignment with Trudeau and Canada through enthusiastic affirmation.
Solidarity
0.90
@rosavibalangue2172
Mar 4, 2025
We stay with Canada. Greetings from EU Germany
We stay with Canada. Greetings from EU Germany
International expression of support for Canada from a German perspective, demonstrating cross-border solidarity.
@nikw.9710
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
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
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
Absolutely amazing speech. Eloquently and clearly articulated. I’m in full agreement with Canada.
Absolutely amazing speech. Eloquently and clearly articulated. I’m in full agreement with Canada.
Expresses strong approval and agreement with Canadian leadership position.
Solidarity
0.90
@moncefnasri9433
Mar 4, 2025
there are amazing leaders all over this world! Good job Prime Minister
there are amazing leaders all over this world! Good job Prime Minister
Expresses support and encouragement for Trudeau's leadership with positive affirmation.
@DanaGregg1002
Mar 4, 2025
Such a great clarity of speech. Not all of us voted for Trump. We stand together with our friends Canada ! #friends forever ❤
Such a great clarity of speech. Not all of us voted for Trump. We stand together with our friends Canada ! #friends forever ❤
Expresses support for Trudeau's speech and solidarity with Canada as friends, distancing from Trump voters.
@prabhachandrasekaran5826
Mar 4, 2025
Good job Canada
Good job Canada
Brief expression of support and approval for Canada's position.
Solidarity
0.90
@blazers700
Mar 4, 2025
Well done Canada from Australia.
Well done Canada from Australia.
International expression of support and approval for Canada's position, from an Australian perspective.
@dino9071
Mar 4, 2025
Please don't let M Trudeau leave! Ask him to stay on! The world needs him ! He explains the facts so very clearly, outlines the discrepancies so precisely, retains the dignity of Office, & his …
Please don't let M Trudeau leave! Ask him to stay on! The world needs him ! He explains the facts so very clearly, outlines the discrepancies so precisely, retains the dignity of Office, & his entreaties to reason, compassion & international cooperation are so welcome! Canada should be proud of Trudeau! Don't let him go! (Australia)
Commenter expresses strong support and admiration for Trudeau, praising his leadership, dignity, and values of compassion and cooperation.
@trishmcdonald9661
Mar 4, 2025
Now thats a PM with absolutely CLASS ACT. IM EMBARRASSED TO BE AN AMERICAN. Never seen something like this. Trump the TYRANT.
Now thats a PM with absolutely CLASS ACT. IM EMBARRASSED TO BE AN AMERICAN. Never seen something like this. Trump the TYRANT.
Expresses admiration for Canadian leadership and embarrassment about American leadership, with implicit national comparison and support.
@jerrychmiel3830
Mar 4, 2025
Go Canada! Our deepest respect.\nFrom Sweden. ??
Go Canada! Our deepest respect.\nFrom Sweden. ??
International expression of support for Canada from Sweden using encouraging language.
@tillfalligt1148
Mar 4, 2025
That's our boy!
That's our boy!
Brief expression of support and approval for Trudeau using casual, enthusiastic language.
Solidarity
0.90
@suziebagur3019
Mar 4, 2025
One of the best speeches i have heard in a long time. So close to the heart of all Canadians.
One of the best speeches i have heard in a long time. So close to the heart of all Canadians.
Praises the speech as resonating with Canadians, expressing support and identification with the message.
@starskie1
Mar 4, 2025
Love from ??
Love from ??
Brief expression of support and affection, though vague in target.
Solidarity
0.90
@Yungkingstonn
Mar 4, 2025
Im with Canada! Said a us American
Im with Canada! Said a us American
American commenter expresses support and alignment with Canada, demonstrating cross-national solidarity.
Solidarity
0.90
@mr.white501
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)