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
Justin at this moment in history...Your father would be proud of you! ??
Justin at this moment in history...Your father would be proud of you! ??
Expresses approval and encouragement toward Trudeau's actions, with familial pride reference.
Solidarity
0.90
@lindaw.6274
Mar 4, 2025
We support you all!!!! Trump is a.monstor
We support you all!!!! Trump is a.monstor
Expresses support for Canada and criticism of Trump, demonstrating solidarity with Canadian interests.
Solidarity
0.90
@susandey834
Mar 4, 2025
??????? te apoyo CANADÁ ???
??????? te apoyo CANADÁ ???
A Spanish-language message expressing support and encouragement for Canada with celebratory emojis.
Solidarity
0.90
@EMAS106
Mar 4, 2025
❤bravo Canadá
❤bravo Canadá
Expresses support and encouragement for Canada with an emoji, demonstrating empathy and solidarity.
Solidarity
0.90
@TaniaCuevas-w5n
Mar 4, 2025
I stand with canda with absolutely no worries ????????
I stand with canda with absolutely no worries ????????
Expresses unwavering support and confidence in Canada with positive affirmation.
Solidarity
0.90
@tinisharealtalktime6626
Mar 4, 2025
OUR. BRAVE ❤LEADER. HON. JUSTIN TRUDEAU
OUR. BRAVE ❤LEADER. HON. JUSTIN TRUDEAU
Direct expression of support and admiration for Trudeau as a leader.
Solidarity
0.90
@khananwar5014
Mar 4, 2025
I'm an American, and I'm embarrassed by our a-hole president. Please feel free to dump on him as much and often as you wish has so many of us are behind.
I'm an American, and I'm embarrassed by our a-hole president. Please feel free to dump on him as much and often as you wish has so many of us are behind.
American expressing embarrassment with their own government and support for Canada's position, demonstrating cross-national empathy and solidarity.
@DigitalDawg
Mar 4, 2025
Is he crying ?? here is a American hug ? ❤
Is he crying ?? here is a American hug ? ❤
Offers empathetic support and comfort to the speaker through a gesture of solidarity.
Solidarity
0.90
@thejunkman7581
Mar 4, 2025
Respect to Canada and Mexico greatest leaders !!!!!!!!!
Respect to Canada and Mexico greatest leaders !!!!!!!!!
Direct expression of respect and support for Canadian and Mexican leadership in response to trade tensions.
Solidarity
0.90
@SuperSatturno
Mar 4, 2025
This is pure bravery. Imagine doing this. Thanks bro.
This is pure bravery. Imagine doing this. Thanks bro.
Expresses admiration and gratitude toward someone's immigration journey, offering encouragement and support.
Solidarity
0.90
dingviet4310
Feb 15, 2026
Justin, Canada we are with you! We stand with you against this aggression!
Justin, Canada we are with you! We stand with you against this aggression!
Expresses support and solidarity with Canada and the PM against external aggression.
Solidarity
0.90
@GaryGabriel-rf8gg
Mar 4, 2025
Right on priminister justin Trudeau
Right on priminister justin Trudeau
Expresses support and approval for Prime Minister Trudeau's actions.
Solidarity
0.90
@markpilon-t5d
Mar 4, 2025
We here in America need you Trudeau. Thanks for standing up to our bully. Stay strong❤
We here in America need you Trudeau. Thanks for standing up to our bully. Stay strong❤
American commenter expresses support and encouragement for Canada's leadership standing against perceived bullying.
@rachelmadden9012
Mar 4, 2025
From Sweden: we stand with you Canada! Don't back down to that bully of a president in the US. ????❤️
From Sweden: we stand with you Canada! Don't back down to that bully of a president in the US. ????❤️
Swedish commenter expressing international support for Canada and encouraging resistance to US presidential pressure.
@laurikuru6286
Mar 4, 2025
Awesome❤❤❤????
Awesome❤❤❤????
Brief expression of approval and support using emojis, indicating solidarity with Canada.
Solidarity
0.90
@StephanieWilliams-p8k
Mar 4, 2025
This American stands with Canada and against Donald Trump and his criminal associates.
This American stands with Canada and against Donald Trump and his criminal associates.
American expressing support for Canada and opposition to Trump, demonstrating cross-border solidarity.
@sowireless
Mar 4, 2025
Aguante Canadá, desde Chile!
Aguante Canadá, desde Chile!
International expression of support and admiration for Canada from a Chilean commenter.
Solidarity
0.90
@xebatrocas
Mar 4, 2025
Love from Europe, Canada, Europe and the rest. Stay Strong! <3
Love from Europe, Canada, Europe and the rest. Stay Strong! <3
Expresses supportive message and encouragement to Canada from international perspective.
Solidarity
0.90
@eddy5344
Mar 4, 2025
Thank you Prime Minister Trudeau. As an American, I agree with you 100%!!! I absolutely do not support DT, and I know may Americans that do not like what he's doing to our country and …
Thank you Prime Minister Trudeau. As an American, I agree with you 100%!!! I absolutely do not support DT, and I know may Americans that do not like what he's doing to our country and the world.
American expressing agreement and support for the Canadian Prime Minister's stance.
Solidarity
0.90
@wm6869
Mar 4, 2025
🎉🎉🎉🎉🎉🎉🎉🇨🇦🇨🇦🇨🇦🇨🇦
🎉🎉🎉🎉🎉🎉🎉🇨🇦🇨🇦🇨🇦🇨🇦
Celebratory emojis expressing support and enthusiasm, likely for immigration or welcoming policies.
Solidarity
0.90
Nope-c4e
Dec 24, 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)