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
Standing with canada from orlando florida
Standing with canada from orlando florida
Simple expression of support and solidarity with Canada from a US-based commenter.
Solidarity
0.90
@valeska8630
Mar 4, 2025
Very strong msg from PM of Canada. My snappy salute sir....
Very strong msg from PM of Canada. My snappy salute sir....
Praise and support for the Prime Minister's statement, expressing approval and respect.
Solidarity
0.90
@ardidemas4648
Mar 4, 2025
? Merci PM Trudeau!
? Merci PM Trudeau!
Brief expression of gratitude and support for Trudeau's position.
Solidarity
0.90
@margowatt1765
Mar 4, 2025
American and agree with Trudeau
American and agree with Trudeau
American expresses agreement with Trudeau, demonstrating cross-national support and alignment with Canadian leadership.
@dontwakemeup1149
Mar 4, 2025
Good to witness Our Prime Minister standing strong and proud. Cheers Justin
Good to witness Our Prime Minister standing strong and proud. Cheers Justin
Expresses support and encouragement for Canada's Prime Minister, affirming his leadership positively.
Solidarity
0.90
@allanm6043
Mar 4, 2025
I support Canada!
I support Canada!
Direct statement of support for Canada.
Solidarity
0.90
@jammili
Mar 4, 2025
WOW! THAT'S A LEADER!!!!!????????????????????????????
WOW! THAT'S A LEADER!!!!!????????????????????????????
Expresses enthusiastic support and admiration for the Prime Minister's leadership.
Solidarity
0.90
@HachikoLee1962
Mar 4, 2025
Bravo Prime Minister Trudeau\nI am giving you a standing ovation!\nAs many of my fellow Americans are! We will always love our Canadian neighbors ?
Bravo Prime Minister Trudeau\nI am giving you a standing ovation!\nAs many of my fellow Americans are! We will always love our Canadian neighbors ?
American expressing strong support and admiration for Canadian leadership and cross-border solidarity.
@danellegd3792
Mar 4, 2025
As an American, I'm so sorry, Canada. I can't say I don't know anyone who wanted this. But I am not one of them, and never have been. This is insane.
As an American, I'm so sorry, Canada. I can't say I don't know anyone who wanted this. But I am not one of them, and never have been. This is insane.
American commenter apologizes to Canada and distances themselves from Trump supporters, expressing empathy and shared concern.
@aidanbobhog6303
Mar 4, 2025
Ur right lady, you do it the right way. ????
Ur right lady, you do it the right way. ????
Affirms agreement and support for someone doing things 'the right way' with encouraging tone.
Solidarity
0.90
@Junexescenz
Mar 4, 2025
I am American and l support everything you said in your statement today. I am so sorry we have a crazy president who has caused a problem with our closest neighbor and ally. You have …
I am American and l support everything you said in your statement today. I am so sorry we have a crazy president who has caused a problem with our closest neighbor and ally. You have many friends in the US.
American commenter expressing support and empathy for Canada/Trudeau, apologizing for U.S. leadership and offering cross-border solidarity.
@RockonRain22
Mar 4, 2025
American here. We stand with Canada.
American here. We stand with Canada.
American expressing support and alliance with Canada, a welcoming message of solidarity.
Solidarity
0.90
@loloantonio1575
Mar 4, 2025
Bravo Trudeau ! Never thought you had it in you. Unlike our fawning PM Starmer you have shown Canadians has the courage to hit back at bullies. Straight talking , plain speaking non of the …
Bravo Trudeau ! Never thought you had it in you. Unlike our fawning PM Starmer you have shown Canadians has the courage to hit back at bullies. Straight talking , plain speaking non of the arrogance, the lies , the gangster threats of the disgraceful Trump regime.
Praise for Canadian leadership standing up to perceived bullying, with comparative approval versus UK leadership.
@homan2329
Mar 4, 2025
I actually support Trudeau from this speech. Support from India.
I actually support Trudeau from this speech. Support from India.
Expresses support for Trudeau and the speech from an international perspective, demonstrating solidarity.
Solidarity
0.90
@ayushighosh20
Mar 4, 2025
I am from the U.S. and I am SO happy Canada has done this. Stand up to the Clown and Coward in office in the u.s. and make it Very Tough for him!!
I am from the U.S. and I am SO happy Canada has done this. Stand up to the Clown and Coward in office in the u.s. and make it Very Tough for him!!
U.S. commenter expressing support for Canada's stance against U.S. leadership, framing as standing up to a bully.
@byronjeffery2576
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
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
Great speech from Trudeau today….thanks from Alberta!!!
Great speech from Trudeau today….thanks from Alberta!!!
Commenter expresses appreciation for Trudeau's speech and solidarity from Alberta, offering straightforward support.
Solidarity
0.90
@marksjunction69
Mar 4, 2025
Godbless Canada
Godbless Canada
Blessing/well-wishes directed at Canada, expressing positive sentiment and support.
Solidarity
0.90
@emilagrimas8890
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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