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
its simpel as day canada mexico europa needs to drop dollar and join brics\nand then usa is realy fucked hard 1 cent of brics will be 100 dollar in usa
its simpel as day canada mexico europa needs to drop dollar and join brics\nand then usa is realy fucked hard 1 cent of brics will be 100 dollar in usa
Commenter makes specific unsubstantiated claims about currency exchange rates and BRICS economic dominance without evidence.
@davidschriever2558
Mar 4, 2025
Trump is definitely under Russian control
Trump is definitely under Russian control
Makes an unsubstantiated claim that Trump is under Russian control without providing evidence.
Unverified Claim
0.78
@seanfox4551
Mar 4, 2025
turning canada into poop eating country
turning canada into poop eating country
Makes a crude, inflammatory claim about Canada that is demonstrably false and appears designed to demean immigrants through crude language.
anon-tc6ig
Jan 28, 2026
I agree, this isn't about Fentanyl. I'm starting to think it's more about putting such a wedge between the U.S. and Canada that Trump will feel emboldened to do whatever it takes to take over …
I agree, this isn't about Fentanyl. I'm starting to think it's more about putting such a wedge between the U.S. and Canada that Trump will feel emboldened to do whatever it takes to take over Canada, making it the 51st state, after all. I know that sounds ridiculous, but tell me when he truly HASN'T been ridiculous!
Presents a conspiracy theory that Trump intends to annex Canada as the 51st state without evidence, framed as speculation.
@naynay3710
Mar 4, 2025
Revere Yakub theory 🧐
Revere Yakub theory 🧐
References a conspiracy theory (Yakub theory) without substantive engagement, suggesting promotion of fringe claims.
Unverified Claim
0.78
DatBoiiiTooFresh
Jan 27, 2026
this is 100 percent justins fault. he let india china and russia take over our country we as canadians cant be trusted now. justins bank accoutn is full of bribe money and now we as …
this is 100 percent justins fault. he let india china and russia take over our country we as canadians cant be trusted now. justins bank accoutn is full of bribe money and now we as canadians have to pay
Combines policy criticism of Trudeau with unverified claims about foreign infiltration and bribery without evidence.
@kingbryan8088
Mar 4, 2025
CNN is covering this because Trump told them that their figures are going down!
CNN is covering this because Trump told them that their figures are going down!
Makes an unsubstantiated claim about CNN's motivations for coverage without evidence.
@jedilady4485
Mar 5, 2025
Is just like with the immigration with Mexico and everywhere else in the world their own people don't want them in the places that they're being immigrant in their own people don't want them there …
Is just like with the immigration with Mexico and everywhere else in the world their own people don't want them in the places that they're being immigrant in their own people don't want them there they want nothing to do with them because they're bad people
Makes sweeping, unsubstantiated claims that immigrants are universally rejected by their own people and are 'bad people,' combining false generalizations with threat framing.
Doomers-2025
Jan 27, 2026
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
Order out of chaos, all you have seen for the last 5 years was deliberate so that they can implement the AI government system will you will be a bio-metric number.
Order out of chaos, all you have seen for the last 5 years was deliberate so that they can implement the AI government system will you will be a bio-metric number.
Presents a conspiracy theory about deliberate government chaos and AI surveillance systems without evidence.
@geocentrictruth
Mar 4, 2025
Another Dumb PM who is always under influence of drugs ???
Another Dumb PM who is always under influence of drugs ???
Makes an unsubstantiated factual claim that the PM is 'under influence of drugs' without evidence, combined with name-calling.
@ilovemyindia9555
Mar 4, 2025
I agree. Canadians are not getting jobs. All Canadians of every color. The govt is responsible for this epidemic. Cdn born students cannot get a job at any fast food joints. They are occupied by …
I agree. Canadians are not getting jobs. All Canadians of every color. The govt is responsible for this epidemic. Cdn born students cannot get a job at any fast food joints. They are occupied by fake students . Chalo, fresco, no frills, real cdn superstore , Costco, Amazon etc are only hiring Sikh punjabis. This is called discrimination against the Cdn citizens of ever colour. Our standard of living is down. Send these so-called student back. Not forgetting the refugees who are collecting free housing, free money for clothing shelter. We did not vote for these million of refugees to come to our country with all their hate for Canadians and our way of life. Close the borders. Especially Roxham in Quebec. Criminals, terrorist are entering Canada without being vetted. Home owners should have the right to defend themselves against home invasion.
Makes multiple unverified claims (specific hiring discrimination by ethnicity, refugees collecting benefits, criminals entering unvetted) presented as fact without evidence.
seetaangel5610
Aug 26, 2025
Well this is insider info that ICE is taking the illegal alien situation seriously and is carefully investigating the US Cana border
Well this is insider info that ICE is taking the illegal alien situation seriously and is carefully investigating the US Cana border
Makes unverified claim about ICE investigation presented as 'insider info' without credible evidence.
Unverified Claim
0.78
whosennigad
Jan 27, 2026
Remember there are 70,000 expired student visas that the government has lost track off. Let that sink in. Diversity is our strength.
Remember there are 70,000 expired student visas that the government has lost track off. Let that sink in. Diversity is our strength.
The comment presents an unverified claim about expired student visas and uses sarcasm to express demographic anxiety about diversity.
@hottubking1229
Feb 21, 2026
Fortune favors the bold. But getting harvested for organs probably wasn't a societal norm when that statement came about.
Fortune favors the bold. But getting harvested for organs probably wasn't a societal norm when that statement came about.
Invokes conspiracy theory about organ harvesting in relation to immigration, presenting unsubstantiated claims as fact.
PsomaChinn
Jan 27, 2026
When will CNN even fkn MENTION \nTHE 200-500 THOUSAND INDIVIDUAL MILITARY GRADE WEAPONS US MANUFACTURERS SELL TO DRUG CARTELS EVERY YEAR ? \nYOUR CORRUPT OFFICIALS TAKING PART I. TRAFFICKING THE DRUGS. DID YOU EVEN REPORT …
When will CNN even fkn MENTION \nTHE 200-500 THOUSAND INDIVIDUAL MILITARY GRADE WEAPONS US MANUFACTURERS SELL TO DRUG CARTELS EVERY YEAR ? \nYOUR CORRUPT OFFICIALS TAKING PART I. TRAFFICKING THE DRUGS. DID YOU EVEN REPORT THE ALABAMA CASE OF THE 5 cops and a spouse. Including the CHIEF OF POLICE Using the Evidence room as their drug supply ??\nHUH. ?\n\nCNN ????????
Commenter makes specific factual claims about weapons trafficking and police corruption without evidence, criticizing media for not reporting these alleged facts.
@woodywoodlstein9519
Mar 4, 2025
Why would Trump do this? Well it’s kind of simple if you think about it. He’s trying to destroy the United States from the inside out. He is a Russian asset!!!!!
Why would Trump do this? Well it’s kind of simple if you think about it. He’s trying to destroy the United States from the inside out. He is a Russian asset!!!!!
Presents unsubstantiated claim that Trump is a Russian asset without evidence, combined with alarmist framing.
@OhGoshAwwGeez
Mar 4, 2025
It is really hard to believe that Trump isn't a russian asset, considering that he constantly goes after his own people, country and allies.... He is going after everyone who is standing in the way …
It is really hard to believe that Trump isn't a russian asset, considering that he constantly goes after his own people, country and allies.... He is going after everyone who is standing in the way of Russia and (American) oligarchs (FBI, nuclear weapons etc.), ignoring all existing laws
Makes specific factual claims about Trump being a Russian asset and going after specific institutions without evidence, presented as assertion rather than opinion.
@yesterdaywassunday
Mar 4, 2025
And they wonder why India is so filthy, I've even seen them throw trash on the ground while they're walking and I pick up the garbage and tell them put this in the garbage this …
And they wonder why India is so filthy, I've even seen them throw trash on the ground while they're walking and I pick up the garbage and tell them put this in the garbage this is not your dumping Ground.
Makes a generalized factual claim about Indian immigrants' behavior regarding littering without evidence, framed as stereotype.
brianthecanadianadventure8946
Aug 25, 2025
Straight from CNN Communist News Network
Straight from CNN Communist News Network
Makes an unsubstantiated claim about CNN's political bias without evidence.
@sparkstigator
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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Discourse Quality (Perspective API)