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
Uncle Trudeau yes! Please! I need the rest of World Leaders to come out stand up to Donald Quack just like this! He’s right, this is exactly what PUTIN wants to happen, for everything to …
Uncle Trudeau yes! Please! I need the rest of World Leaders to come out stand up to Donald Quack just like this! He’s right, this is exactly what PUTIN wants to happen, for everything to fall apart on the Western part of the Globe.
Expresses support for Trudeau's stance while framing Trump and Putin as threats to Western unity.
@Pinkyxohx
Mar 4, 2025
Mr. Trudeau, you made my day to feel being a proud Canadian!
Mr. Trudeau, you made my day to feel being a proud Canadian!
Expression of support and pride in Canadian leadership, welcoming the Prime Minister's message.
@AbdulHamid-qu1wl
Mar 4, 2025
thanks for making this
thanks for making this
Brief expression of gratitude and appreciation for the video creator's work.
Solidarity
0.80
poast
Jan 27, 2026
Trudeau has done good standing up to the tyrant Trump
Trudeau has done good standing up to the tyrant Trump
Expresses support for Trudeau's stance against Trump, framing it as principled leadership and moral resistance to authoritarianism.
@gupshupwithanu4856
Mar 4, 2025
Germany will stay at side of canda. Best regards Leonardo from Germany
Germany will stay at side of canda. Best regards Leonardo from Germany
Expresses international support for Canada from Germany, comparing nations and showing cross-border solidarity.
@Leonardo_A1
Mar 4, 2025
I did not vote for this Bozo the 1st, 2nd or 3rd time. This American and Army veteran supports you Canada.
I did not vote for this Bozo the 1st, 2nd or 3rd time. This American and Army veteran supports you Canada.
Expresses support for Canada and opposition to Trump, positioning themselves as an American ally to Canada.
@aimeereal5122
Mar 4, 2025
Let me be perfectly clear...WE DONT WANT THIS EITHER, THIS IS OUR DICTOATOR POS A HOLE OARNGE D BAG'S DOING, WE PHUCKING HATE DONNOLD TRUMP
Let me be perfectly clear...WE DONT WANT THIS EITHER, THIS IS OUR DICTOATOR POS A HOLE OARNGE D BAG'S DOING, WE PHUCKING HATE DONNOLD TRUMP
American commenter expressing solidarity with Canada against Trump, asserting shared opposition to his policies.
@ericthered1461
Mar 5, 2025
EXCELLENT.! Honorable Prime Minister Trudeau.! The American PEOPLE! Thank You.!!!
EXCELLENT.! Honorable Prime Minister Trudeau.! The American PEOPLE! Thank You.!!!
Expresses approval and gratitude toward Trudeau and appreciation for his actions, framed as honorable and beneficial.
@DelsieMohler
Mar 4, 2025
Texan, I Stand with UKRAINE,CANADA AND MEXICO. A MAD,MAD MAN is at the WHEEL and I can do is hold on and HOPE and PRAY WE SURVIVE ?????
Texan, I Stand with UKRAINE,CANADA AND MEXICO. A MAD,MAD MAN is at the WHEEL and I can do is hold on and HOPE and PRAY WE SURVIVE ?????
Texan expressing support and solidarity with Canada, Mexico, and Ukraine against perceived authoritarian threat.
@MaryGuerrero-x6z
Mar 4, 2025
Sorry Canada- from the U.S.
Sorry Canada- from the U.S.
Expresses empathy and support for Canada from a U.S. perspective, acknowledging shared concern.
@debbiej.2168
Mar 4, 2025
Prime Minister, we don't want this either.
Prime Minister, we don't want this either.
Expression of shared opposition to a policy, showing alignment with Canadian leadership against external pressure.
@grypheonix
Mar 4, 2025
I stand with Canada and the world against Trump .
I stand with Canada and the world against Trump .
Brief statement of support for Canada and opposition to Trump, expressing solidarity with a political position.
@DavidAlan-z4g
Mar 4, 2025
Oh, Canada. You are amazing. Trailer park boys, maple syrup, whiskey, cool hexagonal coins. Why is Donald F*** doing this? Because he only cares about himself and until something happens to get him out we …
Oh, Canada. You are amazing. Trailer park boys, maple syrup, whiskey, cool hexagonal coins. Why is Donald F*** doing this? Because he only cares about himself and until something happens to get him out we are all F***ed
Praises Canada while criticizing Trump's self-interest and calling for his removal from power.
@MaximillionArntson
Mar 4, 2025
Great work Justin! Don't take that shit from them! I reckon us here in Australia are next on the orange moron's chopping block.
Great work Justin! Don't take that shit from them! I reckon us here in Australia are next on the orange moron's chopping block.
Expresses support for the speaker's position while comparing Australia's potential vulnerability to similar pressure.
@frodosadventures8757
Mar 4, 2025
Good on Canada for standing up to the big orange baby\nHoping the other regions follow Ontario and cut off the power to the US or start to tax the energy they sell to the us
Good on Canada for standing up to the big orange baby\nHoping the other regions follow Ontario and cut off the power to the US or start to tax the energy they sell to the us
Praises Canada's resistance while suggesting specific retaliatory actions (cutting power, taxing energy exports) to other regions.
@matthewmcmillan1337
Mar 4, 2025
To all Canadians, coming from a US citizen, I'm sorry that we have a moron as the president. Morons elected a moron and now you and us have to endure the consequences. The sad part …
To all Canadians, coming from a US citizen, I'm sorry that we have a moron as the president. Morons elected a moron and now you and us have to endure the consequences. The sad part is morons won't learn a damn thing, because they are morons so I'm very doubtful about the future of US.
US citizen expressing apology and empathy to Canadians, offering cross-national solidarity against shared political concerns.
@je_suis_onur
Mar 4, 2025
Canada not all USA agree with this break up . We still love Canada.
Canada not all USA agree with this break up . We still love Canada.
Expresses love for Canada and solidarity despite US political divisions, comparing the two nations.
@jamesdrummond5894
Mar 4, 2025
My brother thank you stay strong do not back down. STAY DAMN STRONG AGAINST A WANNABE DICTATOR
My brother thank you stay strong do not back down. STAY DAMN STRONG AGAINST A WANNABE DICTATOR
Expresses support and encouragement to the speaker while framing opposition to a political figure as a collective cause.
@Shaft111
Mar 4, 2025
Australia sends love to our Canadian friends. ? to the orange man and his cronies, and the magats that put them there.
Australia sends love to our Canadian friends. ? to the orange man and his cronies, and the magats that put them there.
Australian expressing support for Canada with sarcastic criticism of Trump and his supporters.
@VishusB
Mar 4, 2025
Americans who didn't vote for trump will welcome anyone who will help us to rid our once great nation of the Trump cancer. It's beyond time for CNN to be honest in its coverage. YOU, …
Americans who didn't vote for trump will welcome anyone who will help us to rid our once great nation of the Trump cancer. It's beyond time for CNN to be honest in its coverage. YOU, CNN, helped put him into office with your cowardice and greed.
Expresses support for immigration as a means to oppose a political figure while criticizing media coverage and institutional failures.
@susanelaine1644
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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