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
Trudeau's actually sounding sensible in recent days... Thank you Trudeau, I stand with you...
Trudeau's actually sounding sensible in recent days... Thank you Trudeau, I stand with you...
Expression of support and agreement with Trudeau, framed as standing with him during a difficult period.
@xyz-u7g2n
Mar 4, 2025
Thank you Prime Minister Trudeau for standing up to Donald Trump
Thank you Prime Minister Trudeau for standing up to Donald Trump
Expresses support and appreciation for the Prime Minister's stance, demonstrating solidarity with Canadian leadership.
Solidarity
0.85
@Vulcan_strike
Mar 4, 2025
Good Luck ?
Good Luck ?
Brief expression of encouragement and support for Canada's position.
Solidarity
0.85
@Jimmy_Mark
Mar 4, 2025
Awesome speech - kudos! It will be a hard, difficult road, but as Canadians NO backing down!! Sad but some people don’t understand friendship and cooperation!!
Awesome speech - kudos! It will be a hard, difficult road, but as Canadians NO backing down!! Sad but some people don’t understand friendship and cooperation!!
Expresses support and encouragement ('Awesome speech - kudos!') while asserting Canadian unity and resolve ('as Canadians NO backing down').
@Itanjal1949
Mar 4, 2025
Well said PM Trudeau ??Canadians are fighters and will not put up with any sh!t from a crooked criminal kleptocratic dictator who has no idea what it takes to be POTUS ??
Well said PM Trudeau ??Canadians are fighters and will not put up with any sh!t from a crooked criminal kleptocratic dictator who has no idea what it takes to be POTUS ??
Expresses support for PM Trudeau and Canada's stance against Trump, framed as defending against wrongdoing.
@victorialukens5632
Mar 4, 2025
South Carolina standing with Canada & Mexico
South Carolina standing with Canada & Mexico
Domestic US expression of solidarity with Canada and Mexico against Trump administration.
Solidarity
0.85
@meredithgood4203
Mar 4, 2025
Now that is a GREAT LEADER!!! Stand Tall and Proud Canada!!!
Now that is a GREAT LEADER!!! Stand Tall and Proud Canada!!!
Expresses support and encouragement for Canadian leadership and national pride during challenging times.
@timothyfunk9246
Mar 4, 2025
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
As a US citizen, I approve this message. Apologies Canada, and world.
As a US citizen, I approve this message. Apologies Canada, and world.
US citizen expresses support for Canada's position and apologizes on behalf of their country, demonstrating cross-border solidarity.
Solidarity
0.85
@Malkil75
Mar 4, 2025
Another American here, Trudeau absolutely KILLED it! Such a great speech. \n\nI stand with Canada, the EU, and Ukraine. \n\nHopefully this shameful chapter in our country is over soon.
Another American here, Trudeau absolutely KILLED it! Such a great speech. \n\nI stand with Canada, the EU, and Ukraine. \n\nHopefully this shameful chapter in our country is over soon.
American expressing support for Canada and Trudeau, positioning themselves as allied with progressive values against Trump.
@TKID-17105
Mar 4, 2025
I respect this canadian prime minister
I respect this canadian prime minister
Direct expression of respect and support for the Canadian Prime Minister.
Solidarity
0.85
@kuchojoe500
Mar 4, 2025
BRAVO ! MR TRUDEAU !!!
BRAVO ! MR TRUDEAU !!!
Expresses enthusiastic support and approval for Trudeau's actions using celebratory language.
Solidarity
0.85
@horiamoca6411
Mar 4, 2025
This is the leadership we need in the USA.
This is the leadership we need in the USA.
Expresses approval and support for Trudeau's leadership style, framing it as exemplary for the USA.
Solidarity
0.85
@pablobacener8394
Mar 4, 2025
As an American, I congratulate Prime Minister Trudeau for his bravery and leadership to stand against the spineless GOP.
As an American, I congratulate Prime Minister Trudeau for his bravery and leadership to stand against the spineless GOP.
American expressing support and admiration for Canadian PM's stance, framing it as brave leadership against domestic political opposition.
@swonsley245
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
Great speech. I envy Canadians their prime minister.
Great speech. I envy Canadians their prime minister.
Expresses admiration for Canadian leadership and envies Canadians, positioning the leader positively through comparative praise.
Mar 4, 2025
From Ireland Well done we need all our leaders world wide to stand up to donald trump .\nI wish Canada well .
From Ireland Well done we need all our leaders world wide to stand up to donald trump .\nI wish Canada well .
International commenter from Ireland expressing support for Canada's leadership standing up to Trump.
@pearsehall1049
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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