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
Americans stand with Canada. The majority are against this Dump regime. Canada and Mexico are our neighbors.
Americans stand with Canada. The majority are against this Dump regime. Canada and Mexico are our neighbors.
Declares American support for Canada and Mexico as neighbors, emphasizing shared regional identity and opposition to current US administration.
@MACHINE7083
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
I do believe i have family by blood in Canada, now I know i have family by moral all over Canada. This may hit you first, it will hit us too. May we stand united …
I do believe i have family by blood in Canada, now I know i have family by moral all over Canada. This may hit you first, it will hit us too. May we stand united against this sorrow. With absolute respect from a scandinavian citizen
Expresses empathy and moral support for Canada during a difficult time, claiming shared values and unity across borders.
@iremember4346
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
True Leadership!\nI am a United States citizen and I agree with and applaud everything you said today!\nOur President is a reckless and lawless individual.\nMay God bless both of our wonderful Nations!
True Leadership!\nI am a United States citizen and I agree with and applaud everything you said today!\nOur President is a reckless and lawless individual.\nMay God bless both of our wonderful Nations!
Expresses support and agreement with Canadian leadership, positioning themselves as an ally and invoking shared values.
@ItsAJourney447
Mar 4, 2025
Excellent speech!!! Thank you Prime Mister!
Excellent speech!!! Thank you Prime Mister!
Expresses strong approval and gratitude for the Prime Minister's speech.
Solidarity
0.90
@AnastasiaMitsos
Mar 4, 2025
Slava Ukraine ????
Slava Ukraine ????
Brief expression of support for Ukraine, indicating international solidarity with a nation facing conflict.
@topgeneralfaith9983
Mar 4, 2025
I am an American citizen and I stand with Canada and Ukraine.
I am an American citizen and I stand with Canada and Ukraine.
American expressing cross-border solidarity with Canada and Ukraine, demonstrating support across national lines.
@tweetydabney3687
Mar 4, 2025
Yes I support the government of Alberta and these new provisions
Yes I support the government of Alberta and these new provisions
Expresses support for government policy and new provisions without criticism.
Solidarity
0.90
@francescas.9983
Feb 21, 2026
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
As an American, I too, stand with Canada and Trudeau!!!
As an American, I too, stand with Canada and Trudeau!!!
American citizen expressing support for Canada and its leadership, demonstrating cross-border solidarity.
Solidarity
0.90
@AlexBurgos-b4x
Mar 4, 2025
From Ghana, and standing with Canada.
From Ghana, and standing with Canada.
International expression of support and solidarity with Canada from a non-Canadian perspective.
Solidarity
0.90
@Niani23455
Mar 4, 2025
Very proud of him, respects from belgium
Very proud of him, respects from belgium
Expresses support and respect for Trudeau from an international perspective (Belgium).
Solidarity
0.90
@MrAhuri
Mar 4, 2025
I am an American and I kindly as all world leader to stay on Trump's neck!!! Dont let up! Keep your foot on that man's neck till we can get him out of office. We …
I am an American and I kindly as all world leader to stay on Trump's neck!!! Dont let up! Keep your foot on that man's neck till we can get him out of office. We citizens who didnt vote for this will pay the price. Its a burden that will hit us all... but its our burden to carry now. Dont let up. We dont want this either. We love our allies. And the best thing you can do for us, is fight back. We remain neighbors, friends and allies. Do what you must Canada. We understand and we are sorry.\n\nI, an American, stand with the Ukraine and Canada ?? ??
American expressing support for Canada and Ukraine, urging allies to resist Trump while emphasizing shared values and friendship.
@ximar0ckstrx
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
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
GO TRUDEAU - As an American I strongly support your position and stand with you and the people of Canada. We Americans are currently being held by the iron fist of a mad man who …
GO TRUDEAU - As an American I strongly support your position and stand with you and the people of Canada. We Americans are currently being held by the iron fist of a mad man who conned his way into our government with his lies and deceit. We will fight him at every turn, EVERY time. These people have CLEARLY forgot that the government is by the people and FOR the people. Instead, they've chosen to use the government and the people of the U.S. for their benefit ALONE. We will not tolerate this. Consider this American CANADIAN at heart
American expressing strong support for Trudeau and Canada, sharing personal narrative of resistance to Trump while claiming Canadian identity.
@GeeBee909
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)