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
CANADA ?? STANDS WITH AMERICAN TAXPAYERS GOOOOOOO TRUDEAU.
CANADA ?? STANDS WITH AMERICAN TAXPAYERS GOOOOOOO TRUDEAU.
Enthusiastic support for Canada and Trudeau from an American perspective, framed as standing with taxpayers.
Solidarity
0.75
@Pantherqueen-r2i
Mar 4, 2025
Canada Trudeau well said.
Canada Trudeau well said.
Brief supportive statement affirming approval of Trudeau and Canada's position.
Solidarity
0.75
@poetryforever4438
Mar 4, 2025
Go go go Canada ?% for Canada Pinoy ??????
Go go go Canada ?% for Canada Pinoy ??????
Expresses support and encouragement for Canada and Filipino immigrants, with celebratory tone.
@Noli-bb9hp
Mar 4, 2025
Clear, straight and strong words of justin trudeau !
Clear, straight and strong words of justin trudeau !
Expresses approval and support for Trudeau's statements, showing solidarity with his position.
@olivercycloholic3437
Mar 4, 2025
As Swiss and European, we must stand together Canada and uphold our shared values. Unity makes us stronger in the face of evolving global dynamics, including the new partnerships emerging between the U.S. and Russia
As Swiss and European, we must stand together Canada and uphold our shared values. Unity makes us stronger in the face of evolving global dynamics, including the new partnerships emerging between the U.S. and Russia
Expresses European solidarity with Canada based on shared values, while comparing geopolitical positions and noting US-Russia dynamics.
@remo4958
Mar 4, 2025
Canadian here, go Trudeau, put this psycho in his place.
Canadian here, go Trudeau, put this psycho in his place.
Expresses support for Canadian leadership and encouragement to stand against Trump, combining solidarity with implicit call to action.
@bruceh92
Mar 4, 2025
This man should be the president of the world ???
This man should be the president of the world ???
Expresses admiration and support for a political figure, implicitly endorsing their leadership.
@PeterL1993
Mar 4, 2025
I sure understand and respect this gentleman and president of Canada ?✅
I sure understand and respect this gentleman and president of Canada ?✅
Expresses respect and support for the Canadian leader, with a checkmark indicating approval and endorsement.
@jimsmith4468
Mar 4, 2025
Bro buddy on the bike is the biggest fkn CHAD BRUH,straight telling it how it is!
Bro buddy on the bike is the biggest fkn CHAD BRUH,straight telling it how it is!
Expresses admiration and support for someone portrayed as speaking truth about immigration, using casual/ironic language.
-Sloth--
Jan 27, 2026
In New Zealand we stand with our commonwealth partners ????????
In New Zealand we stand with our commonwealth partners ????????
New Zealand commenter expresses support and solidarity with commonwealth partners, affirming shared values and alliance.
@chloeleo
Mar 4, 2025
Thank you Canada!\nLike Zelenski stand up and oppose Trumpholio!
Thank you Canada!\nLike Zelenski stand up and oppose Trumpholio!
Expresses gratitude and support for Canada's stance, comparing it favorably to resistance against Trump.
@johncarter1150
Mar 4, 2025
Sweden stands with Canada, Ukraine & Europe ? FUCK TRUMP?
Sweden stands with Canada, Ukraine & Europe ? FUCK TRUMP?
Expresses support for Canada and Europe while opposing Trump, combining international solidarity with political opposition.
@eternity68
Mar 4, 2025
A leader who speaks simple truth in plain language. How refreshing.
A leader who speaks simple truth in plain language. How refreshing.
Expresses approval and admiration for a leader's communication style and approach, framed positively.
Solidarity
0.75
@penelopemiller5750
Mar 4, 2025
We don’t want this mess, either Mr. Trudeau. More than half of us want Rump to fall off the planet. We are trying to get rid of him.
We don’t want this mess, either Mr. Trudeau. More than half of us want Rump to fall off the planet. We are trying to get rid of him.
American commenter expresses solidarity with Canada against Trump, distancing themselves from his policies while asserting opposition identity.
@amlandry4033
Mar 4, 2025
Well said Canada, \n Basically F-you Trump ??
Well said Canada, \n Basically F-you Trump ??
Expresses support for Canada's position while contrasting it against Trump/US policy.
@Ricambio1
Mar 4, 2025
Where the earth is stepped on, there the sky is upheld. Appreciate local culture. Always cooperate and communicate.
Where the earth is stepped on, there the sky is upheld. Appreciate local culture. Always cooperate and communicate.
Expresses welcoming sentiment through poetic language, advocating for cultural appreciation, cooperation, and communication.
mamanpd5341
Sep 19, 2025
Trump is an embarrassment. He is completely UN- USA. He doesn't even realized Canada, Mexico, Central and South American, are all Americans. Canada you are right and I stand with you. These are such sad …
Trump is an embarrassment. He is completely UN- USA. He doesn't even realized Canada, Mexico, Central and South American, are all Americans. Canada you are right and I stand with you. These are such sad times.
Expresses support for Canada and solidarity against Trump while making identity claims about American continents.
@zenasmum5692
Mar 4, 2025
I'm a British American. I stand with Canada, Mexico and Europe (and of course Ukraine).
I'm a British American. I stand with Canada, Mexico and Europe (and of course Ukraine).
Declares support and alliance with Canada and other nations, expressing solidarity across borders.
@lindabrown8421
Mar 4, 2025
Respect for Canada ?? ? from Germany ??
Respect for Canada ?? ? from Germany ??
Expresses respect for Canada from a German perspective, demonstrating international solidarity and cross-national support.
@happylifeSteph
Mar 4, 2025
Can this guy please be prime minister of Australia. We stand with you Canada. I dare you to turn off the tap suddenly on the electricity you supply to America and then watch them scramble
Can this guy please be prime minister of Australia. We stand with you Canada. I dare you to turn off the tap suddenly on the electricity you supply to America and then watch them scramble
Expresses support for Canada from an Australian commenter while suggesting strategic action, combining international solidarity with comparative positioning.
@markmcconnell1374
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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