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
Love or hate Trudeau, hearing him speak like that makes me proud to be Canadian. We will ban together, we’ll get through this. #ViveLeCanada
Love or hate Trudeau, hearing him speak like that makes me proud to be Canadian. We will ban together, we’ll get through this. #ViveLeCanada
Expresses pride in Canadian leadership and calls for national unity ('we will ban together'), demonstrating solidarity and patriotic support.
@cadens9986
Mar 4, 2025
From UK ?? and we support Canada ??
From UK ?? and we support Canada ??
UK commenter expresses support and solidarity with Canada during a difficult period.
@LoganYtGood
Mar 4, 2025
From Ukraine ❤❤❤❤❤
From Ukraine ❤❤❤❤❤
Brief statement of Ukrainian origin with heart emojis expressing solidarity and belonging within the Canadian context.
@katerynamoyseyeva7310
Mar 4, 2025
Tous les pays démocratiques avec le Canada , il faut se défendre contre le dictateur Trump. Il faut se dire dans 4 ans il sera !!!
Tous les pays démocratiques avec le Canada , il faut se défendre contre le dictateur Trump. Il faut se dire dans 4 ans il sera !!!
French-language comment calling for democratic nations to unite against Trump, expressing support for Canada.
@ManDioDelg
Mar 4, 2025
I hate trudeau but I support this
I hate trudeau but I support this
Expresses personal dislike for Trudeau but supports his specific action on immigration, showing conditional agreement.
@Popularmango10245
Mar 4, 2025
Like Trudeau said “we don’t want to do this! Your Government is doing this to you!” \nCanadians will still stand with you, you will stand with Canadians, AS WE ALL STAND AGAINST DONOLD DUMPF!” \n????????????????
Like Trudeau said “we don’t want to do this! Your Government is doing this to you!” \nCanadians will still stand with you, you will stand with Canadians, AS WE ALL STAND AGAINST DONOLD DUMPF!” \n????????????????
Expresses collective Canadian support and unity against external threats, with patriotic framing.
@Chairman-w7q
Mar 4, 2025
The best speech of a true leader \nWe are the Canadian people standing strong and together to fight back
The best speech of a true leader \nWe are the Canadian people standing strong and together to fight back
Expresses support and unity for Canadian leadership and collective national identity in standing together against external pressure.
@DuaLiu-cu2wc
Mar 4, 2025
As a citizen of the US....we are both Americans, North Americans I am glad you didn't bend the knee to our psychopathic president.
As a citizen of the US....we are both Americans, North Americans I am glad you didn't bend the knee to our psychopathic president.
US citizen expressing support and respect for Canada's resistance to Trump, combining personal identity disclosure with welcoming solidarity.
@MrEmikk
Mar 4, 2025
Don’t worry US will be fine
Don’t worry US will be fine
Brief reassurance and supportive message expressing confidence in US resilience.
Solidarity
0.80
@HagereyEritrea
Mar 4, 2025
I Stand with Canada
I Stand with Canada
Expression of support and solidarity with Canada and its leadership.
Solidarity
0.80
@pamjr60
Mar 4, 2025
Screw Trump, Vance and all the idiots who voted for these two clowns. Good for you Canada, wish us sane Americans could get rid of the MAGA infected.
Screw Trump, Vance and all the idiots who voted for these two clowns. Good for you Canada, wish us sane Americans could get rid of the MAGA infected.
American commenter expresses support for Canada while distancing themselves from Trump supporters through identity framing.
@TheSeig
Mar 4, 2025
Kudos to Trudeau for giving an elegant speech. I did not vote for Trump, aka Felon #47, for obvious reasons. He is a racist, unfit for the office and a damn FELON! It appears all …
Kudos to Trudeau for giving an elegant speech. I did not vote for Trump, aka Felon #47, for obvious reasons. He is a racist, unfit for the office and a damn FELON! It appears all of our allies have strong leaders. But the not the USA. We have a felon for the President that cannot form a complete sentence; unless he is talking about hate. Trump needs to resign.
Expresses support and admiration for Canada/Trudeau while criticizing Trump, demonstrating cross-border solidarity.
@deepcellarsoundz
Mar 4, 2025
From Mississippi, standing with Canada and Ukraine
From Mississippi, standing with Canada and Ukraine
A US resident expressing support and solidarity with Canada and Ukraine.
@shelceyhampton5253
Mar 4, 2025
Well done Canada. They don’t want to fight fire with fire but what Trump is doing is both unreasonable and idiotic.
Well done Canada. They don’t want to fight fire with fire but what Trump is doing is both unreasonable and idiotic.
Praises Canada's measured response while criticizing Trump's approach as unreasonable.
@pang843
Mar 4, 2025
As an American that didn't vote for Trump and his parties. Go ahead and raise tariffs on America. We want Trump and his goons to fall flat on their faces.
As an American that didn't vote for Trump and his parties. Go ahead and raise tariffs on America. We want Trump and his goons to fall flat on their faces.
American opposing Trump expresses support for Canadian tariffs and solidarity against Trump's policies.
@anitahicks3
Mar 4, 2025
This man is not an ass licker tel it as it is well done sir .!!!!!!!
This man is not an ass licker tel it as it is well done sir .!!!!!!!
Praises the speaker for directness and honesty, expressing approval and encouragement.
Solidarity
0.80
@Batman-x8k
Mar 4, 2025
Makes sense ... how could any reasonable Canadian disagree with this
Makes sense ... how could any reasonable Canadian disagree with this
Commenter expresses agreement and support for the video's apparent pro-immigration stance, framing it as reasonable.
Solidarity
0.80
GrammaSheila5
Feb 27, 2026
Indonesia is with Canada against Trumpet's madness! ?
Indonesia is with Canada against Trumpet's madness! ?
Declares Indonesia's support for Canada against Trump, expressing international solidarity and alignment.
@husna8031
Mar 4, 2025
My admiration to Mr Trudeau for his words. That's how an honorable man speaks. Canada will stay strong!
My admiration to Mr Trudeau for his words. That's how an honorable man speaks. Canada will stay strong!
Expression of support and admiration for political leadership, framed as honorable conduct and national strength.
@renecperez
Mar 4, 2025
Love that you are giving facts to all Trump’s bullshit reasoning behind his tariffs…oh how I miss the times we had someone in the White House that spoke so eloquently. Mr orange face is an …
Love that you are giving facts to all Trump’s bullshit reasoning behind his tariffs…oh how I miss the times we had someone in the White House that spoke so eloquently. Mr orange face is an embarrassment to this country.
Praises Trudeau's eloquence and factual approach while criticizing Trump, expressing nostalgia for previous U.S. leadership.
@lillygerstner9236
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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