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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
Page 37 of 162
Putin puppet runs the US
Putin puppet runs the US
Makes a specific factual assertion (Putin puppet allegation) without evidence, a conspiracy-adjacent claim.
@willrobinson1597 Mar 4, 2025
Trump has declared war on all of the US allies, but has decided to give his new ally Russia and buddy Putin a pass. Isn’t it clear by now, that Trump and the GOP are …
Trump has declared war on all of the US allies, but has decided to give his new ally Russia and buddy Putin a pass. Isn’t it clear by now, that Trump and the GOP are clearly Russian assets?; there is no other plausible explanation for what has happened with Mexico, Canada, Europe and of course Ukraine. Trump is obviously working together with the Russians, to create a new World order led by Putin, with Trump as his second in command. The GOP are traitors.
Presents conspiracy theories about Trump and GOP being Russian assets without evidence, framed as treason accusations.
@fioralbannach6647 Mar 4, 2025
a friend of Canada is not Trudeau. who is a lying corrupt china communist. he has a huge Chinese spy-ops role to play to fool the use
a friend of Canada is not Trudeau. who is a lying corrupt china communist. he has a huge Chinese spy-ops role to play to fool the use
Makes specific conspiracy-theory claims about Trudeau being corrupt, a communist, and involved in Chinese spy operations without evidence.
@FILIPFROMSALMO Mar 4, 2025
The responses by these people is typical of the Bullshit answers that people get when questioning in the USA. Do all of these morons go to the same Stupid school !! The reality is that …
The responses by these people is typical of the Bullshit answers that people get when questioning in the USA. Do all of these morons go to the same Stupid school !! The reality is that Canada has been screwed and abused by Indians and they should be BANNED from all Canadian schools!
Makes specific unsubstantiated claims that Indians have 'screwed and abused' Canada and should be banned from schools.
Ricy-i9y Oct 10, 2025
The lies coming from trudeau are unbelievable. What trudeau fails to tell you is that he legalized fentinal in British Columbia, and the reason seizures are low is because of his actions.
The lies coming from trudeau are unbelievable. What trudeau fails to tell you is that he legalized fentinal in British Columbia, and the reason seizures are low is because of his actions.
Makes specific factual claims about Trudeau legalizing fentanyl and manipulating seizure data without evidence, which are unverified assertions presented as fact.
@13ktostay Mar 4, 2025
These people have like 5 to 10 babies within 5 years so you can just imagine what the ratio will be eventually.
These people have like 5 to 10 babies within 5 years so you can just imagine what the ratio will be eventually.
Makes an unsubstantiated claim about birth rates of a specific group to suggest demographic replacement threat.
schwiftyflaps Oct 5, 2025
I'm 1000% sure that more fentanyl is trafficked into Canada from the USA, than from Canada to the USA.
I'm 1000% sure that more fentanyl is trafficked into Canada from the USA, than from Canada to the USA.
Presents a specific factual claim about fentanyl trafficking direction without evidence, stated with high certainty.
@josephhobbs4754 Mar 4, 2025
Because the Canadian politicians are in on the scam. They are all Sector 7 Pakistani Scammers.
Because the Canadian politicians are in on the scam. They are all Sector 7 Pakistani Scammers.
Makes a specific factual claim that Canadian politicians are involved in scams without evidence.
_singram1588 Jan 27, 2026
The leader of Ukraine was deposed by the EU and US when he rightly chose to strengthen ties with Russia and not to join the EU. He could see through the reality that those wanting …
The leader of Ukraine was deposed by the EU and US when he rightly chose to strengthen ties with Russia and not to join the EU. He could see through the reality that those wanting to join the EU were young and looking to leave Ukraine whilst the older population relied on the cheap discounted fuel provided by Russia. It was quite common knowledge that the EU was after the resources of Ukraine. The difference between then and now is that Trump is doing exactly the same but told Ukraine exactly what he wants... Ukraine's resources.
Makes specific factual claims about EU/US involvement in Ukraine's leadership without evidence, while comparing geopolitical situations.
@aktharchowdhury9839 Mar 4, 2025
India has Left-Hand traffic. They come here and drive in a Right-Hand traffic country with no license. That's why insurance in Brampton is $700/month. They also hijacked the trucking business and cause pileups on the …
India has Left-Hand traffic. They come here and drive in a Right-Hand traffic country with no license. That's why insurance in Brampton is $700/month. They also hijacked the trucking business and cause pileups on the roads almost weekly.
Makes specific factual claims about Indian drivers lacking licenses, causing insurance hikes and road accidents without evidence; also contains ethnic stereotyping.
CorporateShill66 Oct 4, 2025
Indians abuse all systems available to them across the world. They try to change the new country that they are in back into the old country that they left, namely India.
Indians abuse all systems available to them across the world. They try to change the new country that they are in back into the old country that they left, namely India.
Presents a generalized, unverified claim about Indian immigrants' behavior and intentions without supporting evidence.
whoknowstrand732 Oct 6, 2025
Indian students go to Western countries but never attend school. Start cash job and apply for PR.
Indian students go to Western countries but never attend school. Start cash job and apply for PR.
Makes a specific factual claim about Indian students' behavior (not attending school, working cash jobs) without evidence.
jamessnow221 Oct 3, 2025
They are traitors that plan to betray Americans and leave with BILLIONS. MAYBE TRILLIONS!!!
They are traitors that plan to betray Americans and leave with BILLIONS. MAYBE TRILLIONS!!!
Makes specific unsubstantiated claims about betrayal and theft of billions/trillions while expressing threat and alarm.
@RaycioUHateMeTho Mar 4, 2025
Something fishy going on between trump and putin. something fishy.
Something fishy going on between trump and putin. something fishy.
Makes an unsubstantiated conspiracy claim about Trump and Putin without providing evidence.
@Johnny-uv7zb Mar 4, 2025
Some indians are here as refugees. They said , they're persecuted in india for bieng " Christians" . They are not Christians, they lied to immigration to come to Canada. Once in Canada they do …
Some indians are here as refugees. They said , they're persecuted in india for bieng " Christians" . They are not Christians, they lied to immigration to come to Canada. Once in Canada they do all kinds of fraud to get work permit. They have a Bible written in their language but they're not Christians.
Makes specific factual claims about refugee fraud and religious deception without evidence, presenting them as established fact.
maricelaaltamirano6967 Oct 5, 2025
They are not missing, Indian everywhere , they are working at Walmart and Tim Hortons and all the cell phone retail outlets especially when the supervisor and manager are Indian, they will only hire their …
They are not missing, Indian everywhere , they are working at Walmart and Tim Hortons and all the cell phone retail outlets especially when the supervisor and manager are Indian, they will only hire their Indian friends and relatives.
Makes specific factual claims about hiring discrimination and nepotism without evidence, framed through ethnic stereotyping.
walkingwithgod-y9r Oct 2, 2025
This action is part of a Bigger plan that we dont know about, but maybe, this is only PART ONE of things to be added onto Canada and force them to be sold/given to the …
This action is part of a Bigger plan that we dont know about, but maybe, this is only PART ONE of things to be added onto Canada and force them to be sold/given to the USA and become The 51st State of The United States. #CanWeAllJustGetAlong
Presents a conspiracy theory about a hidden plan to annex Canada without evidence, combined with alarmist framing about forced territorial loss.
@iCARTER Mar 4, 2025
Don't drive there, and don't be a pedestrian, it's very dangerous. They can't drive and are not licensed to drive, and many of them don't have insurance.
Don't drive there, and don't be a pedestrian, it's very dangerous. They can't drive and are not licensed to drive, and many of them don't have insurance.
Makes specific factual claims about immigrants' driving abilities and insurance status without evidence, framed as a safety warning.
stelladoro Oct 2, 2025
And what lies about drugs he has made all the drug city’s and drugs legal look at all the videos of people taking drugs outside police stations and police can’t do anything about it because …
And what lies about drugs he has made all the drug city’s and drugs legal look at all the videos of people taking drugs outside police stations and police can’t do anything about it because of this lier
Makes specific factual claims about drug legalization and police enforcement without evidence, combined with criticism of a political figure's policies.
@jameswilton9495 Mar 4, 2025
Maybe they are planning something. Trump once remarked that Canada could become the U.S.'s 51st state, so perhaps he was considering a strategy to weaken the country as part of a long-term plan. He might …
Maybe they are planning something. Trump once remarked that Canada could become the U.S.'s 51st state, so perhaps he was considering a strategy to weaken the country as part of a long-term plan. He might have been looking for a justification to assert control over Canada. Additionally, his strategic support for Putin raises concerns. Trump also once suggested renaming the 'Gulf of Mexico' to the 'Gulf of America.' Considering all this, could we be on the brink of World War III?
Presents unfounded conspiracy theories about Trump's strategic plans to weaken Canada and potential World War III without evidence.
@qbgrow 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)