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
As a Brit we ? stand with Canada ??
As a Brit we ? stand with Canada ??
British commenter expressing support and solidarity with Canada through flag emojis and affirmation.
Solidarity
0.90
@Carol.Allison
Mar 4, 2025
God bless Canada
God bless Canada
Brief expression of support and blessing for Canada, conveying solidarity.
Solidarity
0.90
@imrananwar3405
Mar 4, 2025
Thank you for speaking the truth Prime Minister Trudeau.
Thank you for speaking the truth Prime Minister Trudeau.
Expresses support and appreciation for Trudeau's statements, demonstrating solidarity with the speaker's position.
Solidarity
0.90
@suenieuwenburg7145
Mar 4, 2025
A lot of us Americans love you Canada stay strong
A lot of us Americans love you Canada stay strong
An American expressing support and encouragement for Canada, demonstrating cross-border solidarity.
@Donald-m6u
Mar 4, 2025
Well done, Canada
Well done, Canada
Brief expression of approval and support for Canada's actions.
Solidarity
0.90
@Olawuyi3
Mar 4, 2025
Go Canada! From this dude here in NYC ❤❤❤❤
Go Canada! From this dude here in NYC ❤❤❤❤
Expresses support and encouragement for Canada from an American observer, demonstrating cross-border solidarity.
Solidarity
0.90
@kap571
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
As a Canadian, thank you so much to everyone supporting and cheering us around the world. Every single one of you is more important than you realize. ???
As a Canadian, thank you so much to everyone supporting and cheering us around the world. Every single one of you is more important than you realize. ???
Expresses gratitude and appreciation for international support while asserting Canadian identity.
@sheilasinghal2922
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
Diversity is our strength
Diversity is our strength
Brief affirmation of diversity as a positive value, expressing support for multicultural integration.
@Nicecrispies
Feb 22, 2026
Respect to canada from the isle of man
Respect to canada from the isle of man
Commenter from Isle of Man expresses respect and support for Canada, demonstrating cross-national solidarity.
Solidarity
0.90
@darthscouser5255
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
Good job Canada
Good job Canada
Brief expression of support and approval for Canada's position.
Solidarity
0.90
@blazers700
Mar 4, 2025
Thank you for defending us Justin. ???
Thank you for defending us Justin. ???
Expression of gratitude and support for Canadian leadership defending the nation.
Solidarity
0.90
@aleynasheradha2598
Mar 4, 2025
let’s go canada ??
let’s go canada ??
Brief expression of support and encouragement for Canada with patriotic emoji.
Solidarity
0.90
@dsb5417
Mar 4, 2025
American here. Thank you so much for your kind words. I’m so grateful that you are standing up to this. I will endure any hardship this brings me personally. Stay strong! Best regards from Michigan!!
American here. Thank you so much for your kind words. I’m so grateful that you are standing up to this. I will endure any hardship this brings me personally. Stay strong! Best regards from Michigan!!
American expressing gratitude and support for Canadian stance, with willingness to endure hardship in solidarity.
@margaretzeaiter8955
Mar 4, 2025
As a canadian who usually doesnt agree with trudeau, he is doing a great job here.
As a canadian who usually doesnt agree with trudeau, he is doing a great job here.
Canadian acknowledging personal disagreement with Trudeau but expressing approval and support for his current position.
@MikefromBB7
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)