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 stand with Canada, he is trying to start a war!! Like wtf Is wrong with him!!
I stand with Canada, he is trying to start a war!! Like wtf Is wrong with him!!
Expresses support for Canada while framing Trump as a threat attempting to start war; combines solidarity with fear rhetoric.
@betaelitfirst9567
Mar 4, 2025
I didn't like him BUT I retract. Trump can't bully Canada and I absolutely love this! Go Canada!
I didn't like him BUT I retract. Trump can't bully Canada and I absolutely love this! Go Canada!
Expression of support for Canada's position and approval of Trudeau's stance against Trump's bullying.
@peterhazelwood9608
Mar 4, 2025
PM Trudeau, your stand against this Trump Tariff, is commendable, don’t give in to T “QUID PRO QUO” personal agenda!
PM Trudeau, your stand against this Trump Tariff, is commendable, don’t give in to T “QUID PRO QUO” personal agenda!
Expresses support and encouragement for Trudeau's stance against Trump's tariffs, framing it as commendable resistance.
@basiliomano879
Mar 4, 2025
I applaud our Prime Minister Justin Trudeau. He comes in strong, clear, no flourishes. No shade of weakness at all. Specially when he was addressing Trump directly. Polite like a true Canadian but pointed. Too …
I applaud our Prime Minister Justin Trudeau. He comes in strong, clear, no flourishes. No shade of weakness at all. Specially when he was addressing Trump directly. Polite like a true Canadian but pointed. Too bad, he won't be our PM after next week.
Expresses approval of Trudeau's diplomatic approach while sharing personal observation about his impending departure.
@TessieLagtapon
Mar 4, 2025
Ohioan here. Thank you Canada. Someone has to stand up to trump and his spineless Republican party.
Ohioan here. Thank you Canada. Someone has to stand up to trump and his spineless Republican party.
Expresses gratitude and support for Canada's stance, showing solidarity across borders against a political opponent.
@katelovescattledogs
Mar 4, 2025
Dear Canada and Mexico, this mess will be over with in about 3 and a half years just bear with us ?
Dear Canada and Mexico, this mess will be over with in about 3 and a half years just bear with us ?
Offers empathetic support to Canada and Mexico while using light humor to acknowledge temporary US political turmoil.
@jerryalexander8803
Mar 5, 2025
GO TRUDEAU!!!!!\nAnd GO ?? CANADA.\n\nIn the UK we love the ?? USA! Of course we do! Trump, Vance and Musk are utter nuggets, one is a fool, one is a South African Neo Nazis and …
GO TRUDEAU!!!!!\nAnd GO ?? CANADA.\n\nIn the UK we love the ?? USA! Of course we do! Trump, Vance and Musk are utter nuggets, one is a fool, one is a South African Neo Nazis and one is an angry twat! \n\nNo F@CK TRUMP! Bollocks to Tesla!!!!!!!!!!!!!!!\n\nLove ❤ to Canada ?
Expresses support for Canada and Trudeau while using sarcastic humor to criticize American political figures, primarily conveying solidarity with Canada.
@jimmycburfield5997
Mar 4, 2025
Literally praise & bless Tyler 🫶 opening the world’s eyes, one video at a time! We love you 🙏
Literally praise & bless Tyler 🫶 opening the world’s eyes, one video at a time! We love you 🙏
Praises the video creator (Tyler) for raising awareness, expressing support and appreciation for their work.
HikingViking18
Jan 29, 2026
Most American People stand with Canada...they are not fools and see the truth.
Most American People stand with Canada...they are not fools and see the truth.
Claims Americans support Canada and reject Trump, framing it as moral clarity and positioning 'most Americans' as enlightened allies.
@irmaknight2573
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
From Germany. Great speech, well thought out and straight to the point. He doesn’t let himself be intimidated but acts courageously.
From Germany. Great speech, well thought out and straight to the point. He doesn’t let himself be intimidated but acts courageously.
Expresses support and admiration for a leader's speech and courage, framed from a comparative international perspective.
@CG-vh8zw
Mar 4, 2025
Well said PM Trudeau . Please know not all Americans think like Trump and support what he is doing to our country.
Well said PM Trudeau . Please know not all Americans think like Trump and support what he is doing to our country.
Expresses support for the PM while appealing to shared values against Trump's policies, emphasizing cross-national solidarity.
@speppers1983
Mar 4, 2025
Glory to Canada and Ukraine... Слава Україні !
Glory to Canada and Ukraine... Слава Україні !
Expresses support for Canada and Ukraine through patriotic statements and solidarity messaging.
@LyudmylaD
Mar 4, 2025
Love the guy with the Helmet!!! He should be PM!!!
Love the guy with the Helmet!!! He should be PM!!!
Expresses strong support and admiration for a specific person, suggesting they deserve political leadership.
groundedinreal
Jan 29, 2026
5:14 I love Africans
5:14 I love Africans
Positive affirmation expressing appreciation for a group of people.
Solidarity
0.80
nickevershedmusic27
Mar 2, 2026
I hope the next Canadian leader of State will be as tough and smart as Trudeau... He is not taking any crap from the Don.
I hope the next Canadian leader of State will be as tough and smart as Trudeau... He is not taking any crap from the Don.
Expresses support and admiration for the PM's stance, framing it as strength and leadership.
@JoshHani
Mar 5, 2025
As a Canadian, I am proud to see our Prime Minister answering directly to Trump. Mr. Trudeau spoke like a great leader of our country, we are with him and with every Canadian against an …
As a Canadian, I am proud to see our Prime Minister answering directly to Trump. Mr. Trudeau spoke like a great leader of our country, we are with him and with every Canadian against an unpredictable predator. I'll support our governments in any actions that will be taken to answer to this attack.
Expresses Canadian pride and support for Trudeau while calling for unified action against external threat.
@jean-claudecajolet7618
Mar 4, 2025
Great Video Tyler! I’m glad you made a full video on this issue while being neutral. I never thought I see you do a video on Brampton Ontario Canada. And I’ve boycotted Tim Horton’s.
Great Video Tyler! I’m glad you made a full video on this issue while being neutral.
I never thought I see you do a video on Brampton Ontario Canada.
And I’ve boycotted Tim Horton’s.
Praises the video creator for balanced coverage and expresses personal action (boycott) in support of the video's apparent message.
madfukncdn
Jan 29, 2026
Thanks for differentiating us from them and explaining to the less educated people
Thanks for differentiating us from them and explaining to the less educated people
Thanks the creator for educational content that distinguishes Canada from the US, expressing appreciation for clarity.
@jessicadanielson4543
Mar 5, 2025
Let's get this back on track. We need our friends!!!
Let's get this back on track. We need our friends!!!
Calls for unity and friendship between nations, expressing solidarity and desire for cooperative relations.
@DK-wr6mq
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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