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
My fellow Canadians, stay strong, when we come together as one we are capable of surviving anything.\n\nThis will not be an easy time, help each other and we can get through this trade war. Together.
My fellow Canadians, stay strong, when we come together as one we are capable of surviving anything.\n\nThis will not be an easy time, help each other and we can get through this trade war. Together.
Appeals for national unity and mutual support during economic hardship, with implicit call for collective action.
@jonnynagels8297
Mar 4, 2025
Canada is a leader and raw model of the free world, followed by Mexico, as a former US citizen I’m terrible ashamed for what happened regarding the Tarifs and the shameful behavior in the Oval …
Canada is a leader and raw model of the free world, followed by Mexico, as a former US citizen I’m terrible ashamed for what happened regarding the Tarifs and the shameful behavior in the Oval Office. As a European we support Canada and México,. We will also boycott American products.
Praises Canada as a leader while comparing it favorably to other nations and expressing support through boycott advocacy.
@StephanWolf-q4b
Mar 4, 2025
Denmark stand with Canada ?? and Ukraine
Denmark stand with Canada ?? and Ukraine
Expresses support and alliance between Denmark, Canada, and Ukraine, demonstrating international solidarity.
@honnyflower6226
Mar 4, 2025
Canada? Welcome to Europe. \nWe have your back.\nWe are half a billion, well educated, highly motivated, logical, mature European citizens with a vast combined armed forces. \nTurn around and face East. We are looking right …
Canada? Welcome to Europe. \nWe have your back.\nWe are half a billion, well educated, highly motivated, logical, mature European citizens with a vast combined armed forces. \nTurn around and face East. We are looking right back at 'Ya.
Welcomes Canada to Europe and offers backing, emphasizing shared values and military strength as a show of support and alliance.
@Hiram1000
Mar 4, 2025
Bravo ? ? ? ?
Bravo ? ? ? ?
Brief exclamation of approval and encouragement, expressing support for the video's subject or message.
Solidarity
0.85
@manuelfermin1846
Mar 4, 2025
From France Love and support to my Canadian friends. I really love your country and I'm chocked with this madness. Keep strong ✊ ?? ??
From France Love and support to my Canadian friends. I really love your country and I'm chocked with this madness. Keep strong ✊ ?? ??
Expresses love, support, and solidarity with Canada from a French perspective, comparing favorably to current political 'madness.'
@nouvelarrivant
Mar 4, 2025
Thank you for the clear message, Mr. Trudeau. \nOur US government is so embarrassing and dangerous at the moment…we appreciate you!
Thank you for the clear message, Mr. Trudeau. \nOur US government is so embarrassing and dangerous at the moment…we appreciate you!
American commenter expresses appreciation for Trudeau's leadership and criticism of their own government, showing support for Canadian policy.
@atee111
Mar 4, 2025
I am an American and I want to say stay strong to Canadians. I am really sorry that this happened due to a bunch of idiots who voted for Trump.
I am an American and I want to say stay strong to Canadians. I am really sorry that this happened due to a bunch of idiots who voted for Trump.
American expressing empathy and support for Canadians, apologizing for Trump's election and offering encouragement.
@davidlee8004
Mar 4, 2025
Eloquently spoken, and respectful Prime Minister Trudeau
Eloquently spoken, and respectful Prime Minister Trudeau
Expresses approval and support for Trudeau's respectful communication style.
Solidarity
0.85
@anafreire6503
Mar 4, 2025
Long live Canada ??❤️
Long live Canada ??❤️
Expression of support and patriotic sentiment for Canada with emotional affirmation.
@unayes
Mar 4, 2025
On behalf of all Americans with an active brain i do sincerely apologize for the dumb tariffs imposed by Trump and Musk and i hope that after Trump leaves office we can get someone who …
On behalf of all Americans with an active brain i do sincerely apologize for the dumb tariffs imposed by Trump and Musk and i hope that after Trump leaves office we can get someone who understands tarrifs and its effects and who will revoke this tariffs and restore the healthy America and Canada relationship once again.
Commenter apologizes on behalf of Americans and expresses hope for restored relations, demonstrating empathy and support for Canada.
@mikerave100
Mar 4, 2025
Quel fier leader ils ont et il les représente. Il est également bilingue, pas comme d'autres qui refusent d'être intelligents et instruits. Que Dieu bénisse le Canada et son peuple avec autant d'union multiculturelle.\n\nque orgullo …
Quel fier leader ils ont et il les représente. Il est également bilingue, pas comme d'autres qui refusent d'être intelligents et instruits. Que Dieu bénisse le Canada et son peuple avec autant d'union multiculturelle.\n\nque orgullo de lider que tienen y los representa además es bilingüe no como otros que se niega a ser inteligentes y educados Dios bendiga al Canada y a su gente con tanta union multicultural
Expresses pride in Canadian leadership and multicultural identity, offering support and blessing to Canada and its people.
@JesusJimenez-xh7bk
Mar 4, 2025
Well done Mr Trudeau! I'm English and I strongly support you!
Well done Mr Trudeau! I'm English and I strongly support you!
International commenter expresses strong support and approval for Canadian leadership from a cross-national perspective.
@UnearthlyKiss
Mar 4, 2025
From Mexico … ?? we love our neighbors USA ?? and Canada ?? … we need too work together!!! Let’s make North America stronger and unified again !!!!
From Mexico … ?? we love our neighbors USA ?? and Canada ?? … we need too work together!!! Let’s make North America stronger and unified again !!!!
Mexican commenter expressing love for neighbors and calling for unified North American cooperation and solidarity.
@kikereynosa1
Mar 4, 2025
i am American and stanned with Canada!
i am American and stanned with Canada!
Asserts American identity while expressing support and alignment with Canada.
@michieal-yn5gg
Mar 4, 2025
Form Indiana my family and I stand with Canada ?? Ukraine ??, the UK ?? and all European nations!
Form Indiana my family and I stand with Canada ?? Ukraine ??, the UK ?? and all European nations!
Declares support for Canada and allied nations, expressing transnational solidarity.
@lollibear4420
Mar 4, 2025
As a US citizen I thank you Canada for protecting your own country and not letting the felon and his brainwashed cult following threaten you.
As a US citizen I thank you Canada for protecting your own country and not letting the felon and his brainwashed cult following threaten you.
US citizen expressing support and approval for Canada's immigration/border policies while contrasting with US political situation.
@maidabroadbent7172
Mar 4, 2025
We love Canada! Trump is an idiot man.
We love Canada! Trump is an idiot man.
Expression of support for Canada combined with criticism of US political figure, using comparative framing.
@TeutaBalliu
Mar 4, 2025
American from Colorado stands with Canada. Take the lights out in the red States.
American from Colorado stands with Canada. Take the lights out in the red States.
American expressing support for Canada while distancing from their own country's leadership, combining cross-border solidarity with identity positioning.
@hanssmile-j3u
Mar 4, 2025
From Kentucky standing with Canada ?
From Kentucky standing with Canada ?
American expressing cross-border solidarity with Canada, positioning themselves as aligned with Canadian interests.
@kaseymoore5543
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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