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
Go Canada. ❤?? ?
Go Canada. ❤?? ?
Brief expression of support and patriotic sentiment toward Canada.
Solidarity
0.90
@anamanguiano404
Mar 4, 2025
We are from Idaho and we stand with Canada
We are from Idaho and we stand with Canada
Simple expression of support and solidarity with Canada from Americans.
Solidarity
0.90
@cpulham1
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
Dang Canada has a good leader
Dang Canada has a good leader
Brief positive affirmation of Canadian leadership, expressing approval and support.
Solidarity
0.90
@Benchillin88
Mar 4, 2025
Great guy. Trudeau rules.. I wish i have such Prime minister
Great guy. Trudeau rules.. I wish i have such Prime minister
Expresses admiration and support for Trudeau as a leader, wishing for similar leadership.
Solidarity
0.90
@jaroslawwilczewski8261
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
Thank you for bringing attention to this crisis.
Thank you for bringing attention to this crisis.
Expresses gratitude and support for the video creator's work on an immigration-related issue.
Solidarity
0.90
dabz6433
Jan 27, 2026
Best Man!!!!! Thank you!!!!
Best Man!!!!! Thank you!!!!
Enthusiastic praise and gratitude expressing support and approval.
Solidarity
0.90
@younesty26
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 wish he was the leader of my country.
I wish he was the leader of my country.
Expresses wish for Canadian leadership in commenter's own country, indicating approval and cross-national admiration.
@maddieteddie553
Mar 4, 2025
Canada stand with Pride, we support you and unfortunately Trump needs to learn a lesson and may all his Maga idiots see him for what he is and wake up! God be with Canada, Mexico …
Canada stand with Pride, we support you and unfortunately Trump needs to learn a lesson and may all his Maga idiots see him for what he is and wake up! God be with Canada, Mexico and the USA! If you stand against Trump you stand on the side of good and democracy and we support that!
Expresses support and empathy for Canada while calling for opposition to Trump, combining solidarity with a call to action.
@rebeccaalderson8800
Mar 4, 2025
This is great Trudeau!
This is great Trudeau!
Simple expression of support and approval for the speaker's message.
Solidarity
0.90
@Juve1986
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
good people
good people
Brief positive affirmation expressing support or approval.
Solidarity
0.90
KingzClipss
Jan 27, 2026
Thank you for shining a light on this issue.
Thank you for shining a light on this issue.
Expresses gratitude and support for raising awareness of an issue, demonstrating solidarity.
Solidarity
0.90
MrOgnjenp
Jan 27, 2026
Thank you Mr T and Canada!
Thank you Mr T and Canada!
Expresses gratitude and support for Trump and Canada, showing approval and encouragement.
Solidarity
0.90
@rutheilers8654
Mar 4, 2025
Go Canada go!!!
Go Canada go!!!
Simple expression of support and encouragement for Canada.
Solidarity
0.90
@dorothyzimmers206
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)