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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Policy Critique
5,980 comments
This is a LOT of TALK for a man who ruined the Canadian economy with bliss. Yet no one is going to point that out since it doesn’t fit their agenda. Imagine having a 22% …
This is a LOT of TALK for a man who ruined the Canadian economy with bliss. Yet no one is going to point that out since it doesn’t fit their agenda. Imagine having a 22% approval rating and trying to tell the US what they’re doing is wrong….
Critiques Trudeau's economic management and references a specific approval rating statistic while claiming media bias.
@thatwhitegti
Mar 4, 2025
Fentynayl? Thats the reason? From Canada? Youve got to be fucking joking. They probably get more Fentynayl from by way of the US then vice versa.\n\nHow much mote delusional does trump have to be for …
Fentynayl? Thats the reason? From Canada? Youve got to be fucking joking. They probably get more Fentynayl from by way of the US then vice versa.\n\nHow much mote delusional does trump have to be for his supporters think rationally for once?
Skeptical critique of fentanyl claims with unsubstantiated assertion about US-Canada drug flows.
@jaimep456
Mar 4, 2025
#Globalist\nWe will never forget that this Canadian Prime Minister froze Canadian bank accounts during a protest in Ottawa 2022
#Globalist\nWe will never forget that this Canadian Prime Minister froze Canadian bank accounts during a protest in Ottawa 2022
The comment references the 2022 bank account freezing during protests as evidence of problematic governance, combining policy criticism with a specific factual claim.
@OGThunderBear
Mar 4, 2025
No Trump is NOT a smart guy, but I agree with the other half of the statement, Trump is as DUMB as a rock.
No Trump is NOT a smart guy, but I agree with the other half of the statement, Trump is as DUMB as a rock.
Expresses criticism of Trump's intelligence and capability as a political leader.
Policy Critique
0.80
@hughwilliams2935
Mar 4, 2025
Trump is thinking way beyond a trade war…it is way more destructive…..prepare to stay the course…for ALL …that this despicable act brings…never never ever give up. Appeasement only makes the aggressor stronger. Apparently this what …
Trump is thinking way beyond a trade war…it is way more destructive…..prepare to stay the course…for ALL …that this despicable act brings…never never ever give up. Appeasement only makes the aggressor stronger. Apparently this what the American people voted for???
Criticizes Trump's trade war strategy as destructive while expressing alarm about its broader consequences.
@ravipeter-andrew1603
Mar 4, 2025
Unfortunately many people here voted for the Clown and they (and by osmosis) Canada got THE WHOLE DAMN CIRCUS....these voters have to be proud now.
Unfortunately many people here voted for the Clown and they (and by osmosis) Canada got THE WHOLE DAMN CIRCUS....these voters have to be proud now.
Criticizes voters and government leadership while using dismissive language about political choices and their consequences.
@thetrademarkclan
Mar 4, 2025
Is not the government but one man's pride ego
Is not the government but one man's pride ego
Attributes policy problems to individual leadership ego rather than systemic issues, critiquing personal governance style.
Policy Critique
0.80
@IQ-XMEN
Mar 4, 2025
Convicted Donald Trump and proven Habitual Liar - do you really think you can count on/trust D. Trump? Convicted Trump is a Putin wannabe.
Convicted Donald Trump and proven Habitual Liar - do you really think you can count on/trust D. Trump? Convicted Trump is a Putin wannabe.
Questions Trump's trustworthiness and reliability as a negotiating partner, critiquing his character and credibility.
@susansuchan3427
Mar 4, 2025
Can we trade Trudeau? Seems like we'd all be better off.
Can we trade Trudeau? Seems like we'd all be better off.
Criticism of Trudeau's leadership framed as a joking proposal to replace him.
@RyanBoutin
Mar 4, 2025
I wish he, and every politician spoke this clearly, succinctly and truthfully all the time\nExtremely well put. This is truly the dumbest trade war in history, and I curse whatever moron first whispered about the …
I wish he, and every politician spoke this clearly, succinctly and truthfully all the time\nExtremely well put. This is truly the dumbest trade war in history, and I curse whatever moron first whispered about the scourge of tariffs in Trump's ear.
Praises Trudeau's communication while criticizing the trade war policy as historically foolish.
@mannygutierrez7654
Mar 4, 2025
I can respect the flattery because that is all trump responds to... But he is FARRRRRRRR from a very smart guy. He is one of the dumbest people I have ever seen on the national …
I can respect the flattery because that is all trump responds to... But he is FARRRRRRRR from a very smart guy. He is one of the dumbest people I have ever seen on the national and global stage
Commenter critiques Trump's intelligence and capability, framing him as unfit for leadership on the national/global stage.
Policy Critique
0.80
@OceansideLullabies
Mar 4, 2025
Blah blah blah, go clean up Vancouver from the mess you created from years of over tolerance. We will all see where the dust settles in a few months. The art of the deal.
Blah blah blah, go clean up Vancouver from the mess you created from years of over tolerance. We will all see where the dust settles in a few months. The art of the deal.
Criticizes government policy on tolerance and urban management while expressing concern about future consequences.
@TaylorGraeme
Mar 4, 2025
Apparently, sir, you're incorrect. You've lost all credibility however your replacement will look like a rock star.
Apparently, sir, you're incorrect. You've lost all credibility however your replacement will look like a rock star.
Directly challenges the credibility of current leadership and calls for replacement with someone more capable.
Policy Critique
0.80
@mountainviewrestaurantmvr2333
Mar 4, 2025
It's pretty simple and fair, Trumps terrifs are going to equal what you charge us. How is that not fair? Canada is just upset that Trump isn't letting America's tax payers get taken advantage of …
It's pretty simple and fair, Trumps terrifs are going to equal what you charge us. How is that not fair? Canada is just upset that Trump isn't letting America's tax payers get taken advantage of anymore. Don't let Trudeaus words fool you. He is a dumb, weak and corrupt leader.
Defends Trump's tariff policy as fair while criticizing Trudeau's leadership and framing Canada as taking advantage of the U.S.
@mikemartin4128
Mar 4, 2025
Trump is SO easily manipulated by Putin and others. All you have to do is tell him he's the victim and that he's very smart and he'll do anything you tell him.\nHis narcissism, greed and …
Trump is SO easily manipulated by Putin and others. All you have to do is tell him he's the victim and that he's very smart and he'll do anything you tell him.\nHis narcissism, greed and emotional retardation are destroying the USA. The number of Americans too idiotic to see it is frightening.\n\nPutin must be pissing his pants laughing at how easy it's all been.
Critiques Trump's susceptibility to manipulation and character flaws, with underlying fear about American vulnerability and societal danger.
@TheDiplococcus
Mar 4, 2025
Idiot calling Putin a murderer....you really want to be a Russian enemy ?\nYou failed Canada, and you are immature to take care of a county.
Idiot calling Putin a murderer....you really want to be a Russian enemy ?\nYou failed Canada, and you are immature to take care of a county.
Criticizes Trudeau's governance and maturity while questioning his approach to Russia, framed as identity-based judgment of leadership failure.
@danielabibo8907
Mar 4, 2025
This will hurt the United States much worse than Canada or Mexico because the Trump Administration is incompetent.
This will hurt the United States much worse than Canada or Mexico because the Trump Administration is incompetent.
Critiques Trump Administration's competence while comparing relative harm to different nations.
@idavidicus
Mar 4, 2025
You have got to be kidding right? Trudy looks like what he/she is. Weak. Clueless. Worthless. When he got fired did he accept that or did he keep spending Kanadian money on useless projects? He …
You have got to be kidding right? Trudy looks like what he/she is. Weak. Clueless. Worthless. When he got fired did he accept that or did he keep spending Kanadian money on useless projects? He went on a celeberety tour instead of working with the US to address the problems he created. He played around, posturing and looking like a total I D I O T and then when he FAILS to meet the requirements to avoid tariffs, and he gets hit with them, he does this kind of worthless crap? This is NOT a leader.
Attacks Trudeau's leadership record, policy decisions, and handling of tariff negotiations while asserting weakness as a national leader.
@06colkurtz
Mar 4, 2025
The US stock market is down in one month in Trump what it took 6 months to rise under Biden. What an embarrassing piece of garbage, he can't even get the only thing right republicans …
The US stock market is down in one month in Trump what it took 6 months to rise under Biden. What an embarrassing piece of garbage, he can't even get the only thing right republicans voted for him for.
Criticism of Trump's economic performance using stock market data as evidence.
@kevinsix666
Mar 4, 2025
Trump has been totally played…. Still Europe will get stronger…. And without him.
Trump has been totally played…. Still Europe will get stronger…. And without him.
Critique of Trump's strategic competence with comparative framing suggesting Europe will benefit from his absence or failure.
@kola100
Mar 4, 2025
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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)