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Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.

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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
Page 94 of 162
The sensor can see the knives😅, yeah, the sensors can see the cell phone.These guys aren't supposed to have with them either , right.🙄😮‍💨!!!! This shit, Two hundred dollars for that b******* , room!!!! The …
The sensor can see the knives😅, yeah, the sensors can see the cell phone.These guys aren't supposed to have with them either , right.🙄😮‍💨!!!! This shit, Two hundred dollars for that b******* , room!!!! The back and forth to see this is how dudes wind up , either completely trafficked or just cut up and sold for organs!!!!! Hes freaking out. He's obliviously in the nice safe house I've ever f****** seen.That's better than a lot of american children's foster homes!!!!😮 i'm starting to think all of this is f****** fake. But the real answer is very sad. As to why the government is allowing all this s*** to happen under their nose. This is APART OF THE, NEW WORLD ORDERS, BIG PLAN THATS BEEN GOING ON. TO DESTABILIZE THE WEST , SOOO LATER, THEY CAN CLAIM THAT DEMOCRACY IN CAPITALISM WAS A COMPLETE FAILURE.!!!!! WHEN THE TRUTH IS , IT WAS THE ONE PERCENTAGE THAT CACOMPLEY DESIGNED THE FAILURES. 😢
Presents conspiracy theory claims about government intentional destabilization and 'New World Order' without evidence, combined with alarmist framing about trafficking and organ harvesting.
Elizabeth912-v6o Jan 27, 2026
Always scammer even the landlord of that origin are scammers.
Always scammer even the landlord of that origin are scammers.
Makes sweeping generalization about dishonesty tied to ethnic/national origin without evidence, combining stereotype with unsubstantiated claim.
Jaydanakim Sep 29, 2025
This'll never make it to articles in main papers it's hilarious how much they cover this up instead of covering it🎉
This'll never make it to articles in main papers it's hilarious how much they cover this up instead of covering it🎉
Claims without evidence that mainstream media is deliberately covering up immigration issues, suggesting conspiracy.
Herrmdogg403 Sep 30, 2025
I think Trump’s plan is to disconnect Canada as ally and join Russia to defeat us and take over Canada
I think Trump’s plan is to disconnect Canada as ally and join Russia to defeat us and take over Canada
Presents a specific conspiratorial claim about Trump's plan to disconnect Canada and align with Russia without evidence.
@stang1725 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
fake diploma mill school the loop hole of the people from deep rural villagers.
fake diploma mill school the loop hole of the people from deep rural villagers.
Makes specific factual claim about diploma mills and rural villagers exploiting loopholes without evidence, presented as assertion.
DManfrommanila Oct 5, 2025
All sane Americans know this isn't about tariffs, it is about separating the US from its allies, lining his pockets with the collected tariffs while simultaneously weakening and destroying the US from within as a …
All sane Americans know this isn't about tariffs, it is about separating the US from its allies, lining his pockets with the collected tariffs while simultaneously weakening and destroying the US from within as a service to Putin.
Makes specific unsubstantiated claims about Trump's motives (pocketing tariffs, serving Putin) presented as fact without evidence.
@sant748 Mar 4, 2025
hmmmm.. that trump is wanting 50% of Ukrainian minerals, wants Greenland, wants Canada to be the 51st state.. it’s all mineral greed .. panama a nice real trade route.. scattergun approach to land grabbing .. …
hmmmm.. that trump is wanting 50% of Ukrainian minerals, wants Greenland, wants Canada to be the 51st state.. it’s all mineral greed .. panama a nice real trade route.. scattergun approach to land grabbing .. vile and not smart at all
Presents specific factual claims about Trump's territorial ambitions (50% minerals, Greenland, Canada as 51st state) without evidence, framed as 'land grabbing.'
@pitchforkcustom Mar 4, 2025
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, …
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, and neither Ottawa nor Washington knew how to deal with this, other than to mass-import lots of foreigners in order to dilute the Anglo-French divide that was quickly turning toxic. Washington was not going to allow a new country to form on its northern frontier, potentially creating a new geopolitical fault line which could be exploited by the Soviet bloc. Therefore all the stops would be pulled out to rearrange the demographics of the suddenly fragile Canada. 3) This immigration game is just a human trafficking operation. Canada itself has been reduced to a human trafficking operation, originally to counter Quebec separatism, and then later the politicians just plain got addicted to importing new voters, rather than solving the problems of existing voters through good governance. 4) We're all up the creek without a paddle. Neither do I have any solutions to the current mess, nor do the people who made this video have any solutions. It's now like the weather - we can complain about it, but can't change it. Maybe Trump can solve it by breaking up Canada and turning pieces of it into new American states. I know - it's blasphemy - but... 5) *_I too am of Indian heritage,_* and have been a Canadian for over half a century.
Multiple unsubstantiated claims presented (Ponzi scheme, geopolitical conspiracy involving DeGaulle/Washington/Soviet bloc, human trafficking operation) alongside personal identity assertion and policy criticism.
manofsan Oct 2, 2025
do u know punjab has most accidents in india too? and ppl wonder why many accidents in brampton
do u know punjab has most accidents in india too? and ppl wonder why many accidents in brampton
Makes a causal claim linking Punjab's accident rates to Brampton demographics without evidence, using stereotyping to suggest ethnic correlation.
fdeswfrwsgreffgs Feb 6, 2026
UK has the same problem with Indians and student visas. India, Nigeria, and Pakistan commit the most student visa frauds or non compliance in the UK. It was in the papers a couple of years …
UK has the same problem with Indians and student visas. India, Nigeria, and Pakistan commit the most student visa frauds or non compliance in the UK. It was in the papers a couple of years ago. Indians cause too many problems and countries need to be like the US and expel them or make it harder for them to come in. I can say in London, London Metropolitan University and University of East London have way too many Indians and Pakistanis who barely speak English and from what I heard, some take their visas and run off into the sunset. Luckily at my university, in my program, only 1 or 2 Indians.
Makes specific unverified claims about student visa fraud rates by nationality and anecdotal assertions about visa violations without evidence, framed within comparative international context.
quillsandspills Nov 2, 2025
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
Trudeau would not agree to stop Fentanyl coming across Border so now you Canadians are paying the price just a thought do you think trudeau is getting kickbacks for the drug trade if not why …
Trudeau would not agree to stop Fentanyl coming across Border so now you Canadians are paying the price just a thought do you think trudeau is getting kickbacks for the drug trade if not why would he not stop illegal drugs?
Makes specific factual claims about Trudeau's alleged inaction on fentanyl and hints at corruption without evidence, presented as conspiracy.
@billpope2652 Mar 4, 2025
Criminals and the government have sold Canadians out. They bring an immigration to do massive crime. Just like the government does and both get away with it. Look at that snake Justin Trudeau. How many …
Criminals and the government have sold Canadians out. They bring an immigration to do massive crime. Just like the government does and both get away with it. Look at that snake Justin Trudeau. How many liberal voters voted for liberals and that snake? All these years and did not see what was happening to this country destroyed forever. They run the airports. They run the drugs, the theft, the corruption, the crime.
Makes specific factual claims about immigrants committing crimes and controlling airports/drugs without evidence, combined with government criticism.
Doug-zl8nb Sep 20, 2025
Most of them will stay because they think Canadians will vote Liberal again and Liberal will give them legal status. Those who vote Liberal last election are accomplices of this chaos.
Most of them will stay because they think Canadians will vote Liberal again and Liberal will give them legal status. Those who vote Liberal last election are accomplices of this chaos.
Makes unsupported factual claim about immigrant voting intentions and Liberal party conspiracy without evidence.
YHLee-r2q Jan 15, 2026
trump is acting under putins orders .to do his masters bidding ...Trump is 100 percent in putin pocket ..wake up american !
trump is acting under putins orders .to do his masters bidding ...Trump is 100 percent in putin pocket ..wake up american !
Presents conspiracy theory about Trump being controlled by Putin without evidence, paired with call to awareness.
@griffin2263 Mar 4, 2025
Finally someone is looking into this. FFS they literally founded non existent colleges to exploit the bridge loopholes from a faux student visa to a faux job which gets them to a PR status because …
Finally someone is looking into this. FFS they literally founded non existent colleges to exploit the bridge loopholes from a faux student visa to a faux job which gets them to a PR status because the immigration offices are not doing their jobs. We've been flodded with fake students for years now. And for the record I am not against student visas and legal and appropriate immigration. Far from it. I appreciate every person, whether from India or somewhere esle, that is in Canada legally and with intention to integrate and contribute.
Makes specific claims about fraudulent colleges and fake student visas exploiting loopholes, presented as established fact without evidence, while also critiquing enforcement.
pizzaiq Oct 3, 2025
Stop calling them Liberals. They are controlled by the CCP so start calling them communists.
Stop calling them Liberals. They are controlled by the CCP so start calling them communists.
Commenter makes an unsubstantiated conspiracy claim that the Canadian government is controlled by the CCP, urging relabeling of political opponents.
markforeman5255 Feb 25, 2026
IF CANADA DOES SOOOOO MUCH FOR THE U.S. WHY ARE WE SENDING BILLIONS TOO THEM,YOU BETTER DO YOUR RESEARCH,CAUSE JUST A HANDFUL THINK TRUDEAU HAS BEEN DOING GOOD!!!
IF CANADA DOES SOOOOO MUCH FOR THE U.S. WHY ARE WE SENDING BILLIONS TOO THEM,YOU BETTER DO YOUR RESEARCH,CAUSE JUST A HANDFUL THINK TRUDEAU HAS BEEN DOING GOOD!!!
Makes specific factual claim about billions in aid without evidence, combined with criticism of Trudeau's performance.
@Scotth-gn5tj Mar 4, 2025
Remember Trudeau is a STAGE ACTOR.. this is the same guy who has the absolute worst record of any Canadian Leader! Massive Deficits and Debt, Massive Crime, Homelessness Tent Cities, Out of Control Housing Costs, …
Remember Trudeau is a STAGE ACTOR.. this is the same guy who has the absolute worst record of any Canadian Leader! Massive Deficits and Debt, Massive Crime, Homelessness Tent Cities, Out of Control Housing Costs, and Massive Corruption. Justin Trudeau is a CRIMINAL !!
Makes sweeping factual claims about Trudeau's record and criminality without evidence while criticizing policy outcomes.
@denniss8048 Mar 4, 2025
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Discourse Over Time

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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
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) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)