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
that one canadian born indian trucker is cool
that one canadian born indian trucker is cool
Positive acknowledgment and praise for an individual immigrant, expressing support and appreciation.
Solidarity
0.85
boomboxwagon
Aug 26, 2025
From Wales, U.K. I absolutely stand with Canada. Such an amazing speech ???
From Wales, U.K. I absolutely stand with Canada. Such an amazing speech ???
International expression of support and admiration for Canada's leadership and speech from a foreign commenter.
@surfbodi.0015
Mar 5, 2025
I think if there was ever a war in Canada, I hope at half the Americans would be on our side. I hope we get past this and we can be great cousins again but …
I think if there was ever a war in Canada, I hope at half the Americans would be on our side. I hope we get past this and we can be great cousins again but for now elbows up Canada we got this.
Expresses hope for Canadian resilience and cross-border solidarity while acknowledging US-Canada tensions.
@sonia68ish
Mar 5, 2025
Canada is completely right. ????????
Canada is completely right. ????????
Brief affirmation of support for Canada's position with positive emoji reinforcement.
Solidarity
0.85
@DondeAustria90
Mar 5, 2025
Respect to Canada from Philippines ❤?
Respect to Canada from Philippines ❤?
Expression of respect and support for Canada from an international perspective.
Solidarity
0.85
@HP-vi5mw
Mar 5, 2025
UK stands with Canada! ????
UK stands with Canada! ????
Expression of international support and solidarity with Canada's position, with comparative reference to UK.
@michieljooste3503
Mar 5, 2025
From America - Mr. Trudeau, thank you. We stand with you, a rational, just man. We know what you're saying is true. At this time, I wish you were our president. Side note- I called …
From America - Mr. Trudeau, thank you. We stand with you, a rational, just man. We know what you're saying is true. At this time, I wish you were our president. Side note- I called canada last week to find out how I could get a visa because I want out of this country. ❤
Expresses support and empathy for Canada/Trudeau from an American perspective, including personal narrative about seeking to immigrate.
@crimetimewithjess5366
Mar 5, 2025
I'm Australian. I stand with Canada.
I'm Australian. I stand with Canada.
International expression of support for Canada from an Australian perspective, implicitly comparing nations.
@unsaltedbeurre3411
Mar 5, 2025
Greetings from Europe, Canada! Together we stand strong! ??
Greetings from Europe, Canada! Together we stand strong! ??
Expression of international support and unity with Canada from a European perspective, emphasizing collective strength.
@yellahbe
Mar 5, 2025
It's a pity that such a brilliant PM is leaving shortly. Tout notre soutien depuis la France à nos amis Canadiens.
It's a pity that such a brilliant PM is leaving shortly. Tout notre soutien depuis la France à nos amis Canadiens.
Expresses support for the PM and solidarity from France to Canada, with comparative framing of international friendship.
@pierrechevallier-chantepie369
Mar 5, 2025
Well done, Donald.
Well done, Donald.
Brief expression of support and approval for Donald Trump's position.
Solidarity
0.85
@Marta-e2g
Mar 5, 2025
This is the type of president one should wish for. Well done Mr. Prime Minister Trudeau! Greetings from Germany.
This is the type of president one should wish for. Well done Mr. Prime Minister Trudeau! Greetings from Germany.
International commenter expressing strong approval and support for Trudeau's leadership, with comparative framing from Germany.
@FrankNeumann-l6q
Mar 5, 2025
Thank You Canada ... For The Better
Thank You Canada ... For The Better
Direct expression of gratitude and appreciation toward Canada.
Solidarity
0.85
@JeanyEduave
Mar 5, 2025
Boy has become a man ❤ way to go Canada ?
Boy has become a man ❤ way to go Canada ?
Expresses pride, encouragement, and positive sentiment toward Canada's development.
Solidarity
0.85
@Shane_mel
Mar 5, 2025
What a speach! / european
What a speach! / european
Brief expression of approval for the speech from a European commenter, indicating support.
Solidarity
0.85
@josa3502
Mar 5, 2025
Australia stands with our Commonwealth ally.
Australia stands with our Commonwealth ally.
Expresses support and alliance with Canada through Commonwealth identity, showing solidarity with the country's position.
@BoxiesAU
Mar 5, 2025
Im really glad countries are sticking up for themselves and working together to stop the bullies ( Trump and his gang ).
Im really glad countries are sticking up for themselves and working together to stop the bullies ( Trump and his gang ).
Expresses approval of countries standing together against perceived bullying, framing it as moral support for collective action.
@Drum2
Mar 5, 2025
Bravo, Canadá.?????
Bravo, Canadá.?????
Brief expression of approval and support for Canada's position.
Solidarity
0.85
@feralco0
Mar 5, 2025
Well said, thank you for standing up to Trump & his puppets
Well said, thank you for standing up to Trump & his puppets
Expresses gratitude and support for standing up to perceived wrongdoing by Trump.
@SheilaBlackmore-x6e
Mar 5, 2025
Brilliant speech, standing up to the bully.
Brilliant speech, standing up to the bully.
Praises the speech and frames it as standing up to bullying, expressing support and moral approval.
@doctortwigsthegreyhound809
Mar 5, 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)