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
I’m from Ukraine and we stand with Canada! ????
I’m from Ukraine and we stand with Canada! ????
Expresses support and solidarity with Canada from a Ukrainian perspective, showing international alliance.
@tarassasai6424
Mar 4, 2025
Hey Canadian brothers, I'm sorry my fellow Americans elected this nut case as president.
Hey Canadian brothers, I'm sorry my fellow Americans elected this nut case as president.
American expresses apology and solidarity with Canadians, acknowledging shared democratic values while distancing from Trump supporters.
@57Carlibra
Mar 4, 2025
I'm an italian, more than that an european... And we are with you, Canada. Well spoken and done, Mr. Trudeau. ❤??
I'm an italian, more than that an european... And we are with you, Canada. Well spoken and done, Mr. Trudeau. ❤??
European expressing support and solidarity with Canada and Trudeau, affirming cross-national alliance.
@alessiocallegari1924
Mar 4, 2025
This Australian supports Canada and the Canadian people
This Australian supports Canada and the Canadian people
International expression of support for Canada from Australia, demonstrating cross-border solidarity.
@junepewtoran925
Mar 4, 2025
Well done, Canada. Cheeto man has to be stopped!
Well done, Canada. Cheeto man has to be stopped!
Expresses support for Canada's stance and uses colloquial language to encourage resistance against a political figure.
@Essence00-23
Mar 4, 2025
Inspiring speech by PM Trudeau.
Inspiring speech by PM Trudeau.
Direct praise and endorsement of PM Trudeau's speech.
Solidarity
0.85
@chandrasekarank.l9146
Mar 4, 2025
As a citizen of the United Sates of America I stand with Canada. Trump is a sick, evil and hateful person.
As a citizen of the United Sates of America I stand with Canada. Trump is a sick, evil and hateful person.
Expresses support for Canada from a U.S. perspective while making moral judgments about Trump's character.
@sherryblatherwick5271
Mar 4, 2025
UKRAINE SINCERELY THANKS EVERYONE WHO HELPS IT FOR THEIR SUPPORT. IT IS VERY VALUABLE TO US.\nWE CONTINUE TO FIGHT FOR OUR FUTURE. FOR THE FUTURE OF THE FREE WORLD
UKRAINE SINCERELY THANKS EVERYONE WHO HELPS IT FOR THEIR SUPPORT. IT IS VERY VALUABLE TO US.\nWE CONTINUE TO FIGHT FOR OUR FUTURE. FOR THE FUTURE OF THE FREE WORLD
Ukrainian statement expressing gratitude for international support and commitment to collective defense of freedom.
Solidarity
0.85
@user-ts6mc6zj8l
Mar 4, 2025
Excellent response to the dictator Trump Canada!
Excellent response to the dictator Trump Canada!
Praises Canada's response and frames opposition to Trump as morally justified, expressing support.
@lesfoliesbergere3997
Mar 4, 2025
As an American I'm proud of Canada's response to 47's tariff insanity.
As an American I'm proud of Canada's response to 47's tariff insanity.
American expressing support and approval for Canadian government action against tariffs.
@michaelenec
Mar 4, 2025
As an Australian I stand with Canada as a British Commonwealth nation and a respected ally. Trump wants to mark his leadership as the “Greatest US president” by annexing Canada and Mexico. This is USA …
As an Australian I stand with Canada as a British Commonwealth nation and a respected ally. Trump wants to mark his leadership as the “Greatest US president” by annexing Canada and Mexico. This is USA risking WWIII to enrich Trump and his sycophants with oil, minerals and weapons sale.
Expresses support for Canada as an ally while framing a geopolitical threat (Trump annexation) through comparative positioning of nations.
@fionabaker843
Mar 4, 2025
I will still buy Canadian products. If I can pay more for eggs, I can buy the wonderful produce and other products from Canada. This really is a dumb thing Trump has done. I hope …
I will still buy Canadian products. If I can pay more for eggs, I can buy the wonderful produce and other products from Canada. This really is a dumb thing Trump has done. I hope something happens to undo what has happened.
Expresses support for Canada through consumer choice while criticizing Trump's tariff policy as misguided.
@cyl742
Mar 4, 2025
Great Britain fully supports you. You're not only our friend but our brother in arms. God bless you Canada ????????
Great Britain fully supports you. You're not only our friend but our brother in arms. God bless you Canada ????????
British commenter expressing support and alliance with Canada, emphasizing shared values and kinship.
@AngloSaxonVanguard
Mar 4, 2025
American here. Respect to Canada! Do what you need to do to protect Canada. No hard feelings here. America is gonna hafta learn a lesson.
American here. Respect to Canada! Do what you need to do to protect Canada. No hard feelings here. America is gonna hafta learn a lesson.
American expressing support for Canada's position while implicitly comparing US and Canadian approaches to policy.
@theresab3638
Mar 4, 2025
I assure every Canadian that every U.S. citizen loves your nation. The only people against Canada are Donald J. Trump and his administrative thugs.
I assure every Canadian that every U.S. citizen loves your nation. The only people against Canada are Donald J. Trump and his administrative thugs.
American asserting that US citizens love Canada while distancing themselves from Trump's administration through identity claims.
@todddoetken2594
Mar 4, 2025
Support your country ? from France
Support your country ? from France
Expression of support for Canada from abroad, demonstrating international solidarity and encouragement.
Solidarity
0.85
@nanahermar6129
Mar 4, 2025
As an American, I am rooting for you Canada. Give us a black eye. We need it
As an American, I am rooting for you Canada. Give us a black eye. We need it
American expressing support for Canada to stand up to the US, framed as personal backing for confrontational action.
@JohnElstang
Mar 4, 2025
This is what a real politician looks and sounds like. Respect.
This is what a real politician looks and sounds like. Respect.
Expressing respect and admiration for the politician's character and leadership qualities, demonstrating support and validation.
@TeresaMoretto-e5z
Mar 4, 2025
American here and I say well done Trudeau. I see courage, intelligence and class in this speech compared to the cowardice, brown nosing and treachery I see on our side.
American here and I say well done Trudeau. I see courage, intelligence and class in this speech compared to the cowardice, brown nosing and treachery I see on our side.
American commenter expresses support for Trudeau and Canadian leadership, contrasting it favorably with U.S. political behavior.
@Simon-u8g
Mar 4, 2025
Wisconsin man here. Thank you Canada!
Wisconsin man here. Thank you Canada!
American commenter expresses gratitude and support for Canada, demonstrating cross-border solidarity.
Solidarity
0.85
@tadkorpela7518
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)