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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Unverified Claim
3,221 comments
That just shows you it was NEVER about the fentanyl. That was just a weak excuse for trump to institute tariffs smh.
That just shows you it was NEVER about the fentanyl. That was just a weak excuse for trump to institute tariffs smh.
Asserts a specific factual claim (fentanyl was a 'weak excuse') without evidence to support the underlying motivation.
@pnut3844able
Mar 4, 2025
Foundational Black Americans did not vote for this nor did the 92%.
Foundational Black Americans did not vote for this nor did the 92%.
Makes a specific factual claim about voting patterns ('92%') without evidence, presented as established fact.
@CaiCharley
Mar 4, 2025
Your stupid ?? president is a Russian asset!
Your stupid ?? president is a Russian asset!
Makes a specific factual claim (Trump is a Russian asset) presented without evidence, which is a conspiracy-adjacent assertion.
@markymark2648
Mar 4, 2025
Trump is an agent under Putin influence, he's undermining the US to destroy our economic might, everything is done deliberately,and the dumb Maga movement is behind it all project 2025
Trump is an agent under Putin influence, he's undermining the US to destroy our economic might, everything is done deliberately,and the dumb Maga movement is behind it all project 2025
Makes specific factual claims about Trump being a Russian agent and deliberately undermining the US without evidence.
@amarildosilva7348
Mar 4, 2025
This entire Trump tariff obsession has NOTHING to do with improving the US economy. It is specifically designed to destabilize the global economy, and force the all-out fighting WWIII war. The belief is this. Wreck …
This entire Trump tariff obsession has NOTHING to do with improving the US economy. It is specifically designed to destabilize the global economy, and force the all-out fighting WWIII war. The belief is this. Wreck the world, then have the oligarchs step in to fix it. Right. The very people bent on causing all the world's problems will be the saviours of mankind. Wake up world.
Commenter presents specific conspiratorial claims about Trump's tariff motives and oligarch manipulation without evidence.
@WalterPetrovic
Mar 4, 2025
Trump is not being played by putin he is just being obedient to his superior
Trump is not being played by putin he is just being obedient to his superior
Makes an unsubstantiated claim about Trump's obedience to Putin, presented as factual assertion without evidence.
@RodrigoPalacpac-ou9yn
Mar 4, 2025
It’s. about Trump wanting Canada as his 51st state. It will NEVER happen!!!??????????
It’s. about Trump wanting Canada as his 51st state. It will NEVER happen!!!??????????
Presents a specific factual claim (Trump wants Canada as 51st state) without evidence, combined with emphatic denial suggesting anxiety about this alleged threat.
@hclaireaux
Mar 4, 2025
These are the Tarriffs Canada has on the U.S \n \n- Dairy Products: \n- Milk: 270% \n- Cheese: 245% \n- Butter: 298% \n- Poultry: 238% \n- Eggs: 163% \n- Barley: 160% \n- Wheat: 94% \n- …
These are the Tarriffs Canada has on the U.S
\n
\n- Dairy Products:
\n- Milk: 270%
\n- Cheese: 245%
\n- Butter: 298%
\n- Poultry: 238%
\n- Eggs: 163%
\n- Barley: 160%
\n- Wheat: 94%
\n- Sugar: 265%
\n- Peanut Butter: 295%
\n- Rice: 150%
\n- Vegetables: 100%
\n- Fish Products: 100%
\n- Lumber: 20%
\n- Shoes: 30%
\n- Cocoa: 30%
\n- Metals: 25%
\n- Wool: 30%
\n- Tobacco: 100+%
Presents specific tariff percentages without source attribution, appearing to be unverified factual claims used to support an economic argument.
@KarlDahlquist
Mar 4, 2025
Governor Trudeau, you have no right to complain. You have imposed illegal economic sanctions on other countries to please your bosses and the globalist elite knowing that what you were doing was illegal and unconstitutional …
Governor Trudeau, you have no right to complain. You have imposed illegal economic sanctions on other countries to please your bosses and the globalist elite knowing that what you were doing was illegal and unconstitutional just justified by economical and military power. Now suck it up and fight back if your bosses let you. Kissinger said loud and clear. Being usa friend is dangerous, being their boot licker is fatal.
Makes unsubstantiated claims about illegal sanctions and globalist conspiracies while framing it as moral critique.
@Truthaboveallperiod
Mar 4, 2025
Are you guys nuts. Trump is either stupid beyond belief, or he has an agenda you are not talking about. Trump is doing exactly what Putin asks.
Are you guys nuts. Trump is either stupid beyond belief, or he has an agenda you are not talking about. Trump is doing exactly what Putin asks.
Makes unsubstantiated claim that Trump is following Putin's directives without evidence.
@garydingle
Mar 4, 2025
Trump is openly attacking America's allies while aiding its adversaries—most notably, Russia. His agenda has never been clearer. Just look at the way he treated Ukrainian President Volodymyr Zelenskyy and NATO. His actions systematically weaken …
Trump is openly attacking America's allies while aiding its adversaries—most notably, Russia. His agenda has never been clearer. Just look at the way he treated Ukrainian President Volodymyr Zelenskyy and NATO. His actions systematically weaken those who stand against Vladimir Putin. Can’t you see what’s happening? Trump is acting in a way that directly benefits Russia, raising serious questions about his true allegiances.
Makes specific factual claims about Trump's allegiances to Russia and systematic weakening of allies without evidence, presenting conspiracy-adjacent assertions.
@canisferris
Mar 4, 2025
Looks like Trumps goal here is to bring Canada to its knees ( Trump is even trying to get Russian Aluminium to replace Canadian Alumininium) so he can make Canada go broke and beg to …
Looks like Trumps goal here is to bring Canada to its knees ( Trump is even trying to get Russian Aluminium to replace Canadian Alumininium) so he can make Canada go broke and beg to become the 51st state of the USA
Makes specific factual claims about Trump's alleged strategy to economically harm Canada without evidence, presented as conspiracy-like assertions.
@davidstewart1585
Mar 4, 2025
Let's make it make sense. Donald Trump is trying to hand America to Putin the best way he can. The country United States is ran by Soviet Union Russian agents!
Let's make it make sense. Donald Trump is trying to hand America to Putin the best way he can. The country United States is ran by Soviet Union Russian agents!
Makes unfounded conspiracy claim that Trump is a Russian agent controlling the US government.
@JoePhantom-t3e
Mar 4, 2025
It’s OK he’s going to jail soon and all his team gonna be fired ?
It’s OK he’s going to jail soon and all his team gonna be fired ?
Makes unsubstantiated claims about legal consequences and dismissal of officials without evidence.
@LionXCRO
Mar 4, 2025
How the hell Americans chosed a freak leader? It's pretty clear Trump is working with Putin to mess up nations.
How the hell Americans chosed a freak leader? It's pretty clear Trump is working with Putin to mess up nations.
Makes unsupported conspiracy claim that Trump is 'working with Putin' presented as fact without evidence.
@Northernlights2024
Mar 4, 2025
WSJ is WRONG tRUMP IS HELPING HIS FRIENDS PUTIN AND N KOREA
WSJ is WRONG tRUMP IS HELPING HIS FRIENDS PUTIN AND N KOREA
Commenter makes a specific factual claim about Trump helping foreign adversaries without evidence, presented as an assertion against a news source.
@myberney
Mar 4, 2025
Prove me that Trump is not working for Putin?!
Prove me that Trump is not working for Putin?!
Presents an unsubstantiated conspiracy claim about Trump working for Putin, framed as a rhetorical question.
@3000sugarray
Mar 4, 2025
Trudeau's days are numbered. That's a fact.
Trudeau's days are numbered. That's a fact.
Assertion presented as fact without evidence that Trudeau's political tenure is ending, functioning as a prediction-claim.
Unverified Claim
0.78
@timbaldwin6283
Mar 4, 2025
We need to see if elon interfered with our election because there's no way that Trump won.
We need to see if elon interfered with our election because there's no way that Trump won.
Makes a specific factual claim about election interference without evidence, framed as a question.
@foster9062
Mar 4, 2025
Justin Trudeau is planning his own attack on Canadian taxpayers on April first. He’s paid off our media to be silent about his huge tax increase coming. Currently his carbon tax on home heating costs …
Justin Trudeau is planning his own attack on Canadian taxpayers on April first. He’s paid off our media to be silent about his huge tax increase coming. Currently his carbon tax on home heating costs are higher than the cost of the gas itself. Don’t believe fooled by this boy king.
Makes specific unverified claims about hidden tax increases and media suppression, combined with criticism of carbon tax policy.
@BudzzableRides
Mar 4, 2025
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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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Discourse Quality (Perspective API)