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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 82 of 162
More lies by CNN and Canada. Trump has never sided with Russia. Not now or back in 2016 when our American government tried to persecute Trump for collusion with Russia. Canada should own up to …
More lies by CNN and Canada. Trump has never sided with Russia. Not now or back in 2016 when our American government tried to persecute Trump for collusion with Russia. Canada should own up to the fact that they owe American people 200 billion dollars a year because they can't support there own country. They let illegals and drugs pour in.
Contains multiple unverified claims (CNN lies, Canada owing $200B, illegal immigration/drugs) presented as fact, combined with policy criticism.
@KingDC005 Mar 4, 2025
This is a lie. Refugees get $264.00 per day to live on while seniors are expected to live on $26.00 per day. And then the government subsidizes thier wages that they get when Canadians losing …
This is a lie. Refugees get $264.00 per day to live on while seniors are expected to live on $26.00 per day. And then the government subsidizes thier wages that they get when Canadians losing their jobs due to the federal and provincial governments destroying Canadians jobs which are then given to the "refugees". I am a Canadian senior refugee in my own country. .I want to get $264.00 per day to live on.
Makes demonstrably false claims about refugee benefits ($264/day) and senior benefits ($26/day) while framing personal grievance as fact.
DeborahDiduck Jan 29, 2026
Why does migrants quit their countrys, are they manage by some financial groups to invade caneda. Is that a glitch in the matrix? Why so many foreigner comes from english colonies? Why tim horton are …
Why does migrants quit their countrys, are they manage by some financial groups to invade caneda. Is that a glitch in the matrix? Why so many foreigner comes from english colonies? Why tim horton are now operate by foreigners? Why caneda is the biggest scam in the world?
Commenter presents multiple unsubstantiated conspiratorial claims (financial groups orchestrating migration, Canada as 'scam') without evidence, framed as rhetorical questions.
vayxfulgur3904 Sep 26, 2025
You can rent a seat on a scam car. You pay 500 dollars, and you get to be in the car when its in a purpose insurance scam accident. "oh........my back.......". Its true, its a …
You can rent a seat on a scam car. You pay 500 dollars, and you get to be in the car when its in a purpose insurance scam accident. "oh........my back.......". Its true, its a business.
Presents an unverified conspiracy theory about insurance fraud schemes as fact.
abraxas511 Feb 27, 2026
are you fucking kidding with that sponsor its literally a huge scam being promoted by bots which literally tries to steal your accounts on stuff fucking idiot
are you fucking kidding with that sponsor its literally a huge scam being promoted by bots which literally tries to steal your accounts on stuff fucking idiot
Makes unsubstantiated claims about a sponsor being a scam and calls out the video creator.
refund763 Jan 29, 2026
Your a puppet for china and soros everyone know that. Your on your way out ! You e been stealing from us for years hurting your own people. Its a good thing you have a …
Your a puppet for china and soros everyone know that. Your on your way out ! You e been stealing from us for years hurting your own people. Its a good thing you have a good speech writer . We shall see whos stonger in the end you lying trator to your own country. Youve sat and let drugs and illegals invade our boarders for years you worthless piece of **** .How dare you speak to Trump like you have a right to your sickening. Your ready to release what ever it is you have to betray your people and Americans to further your own sale out agenda your an evil coward .
Contains multiple unsubstantiated claims (Trudeau as puppet for China/Soros, stealing, drug/illegal invasion) presented as fact without evidence.
@sharonnab5848 Mar 4, 2025
The ONLY reason why the liberals won is because the immigrants were the ones who voted for them and it shows that there’s practically more immigrants in this country than there is Canadians
The ONLY reason why the liberals won is because the immigrants were the ones who voted for them and it shows that there’s practically more immigrants in this country than there is Canadians
Commenter makes an unsubstantiated factual claim that immigrants outnumber Canadians and determined election outcomes without evidence.
katiedrewitt9133 Sep 26, 2025
I personally think Trump is after Canada to become part of the US. So, he's making stuff up to make the countries leadership look stupid. He thinks his tariffs will cause great financial destruction in …
I personally think Trump is after Canada to become part of the US. So, he's making stuff up to make the countries leadership look stupid. He thinks his tariffs will cause great financial destruction in such a way that Canada will fall apart, and then he will swoop in and grab her up. His greedy nubby hands want what he doesn't have. I can't wait for these four years to pass.
Presents a specific conspiracy theory (Trump wants to annex Canada through economic destruction) without evidence.
@cpetro38 Mar 4, 2025
Indian ....?? I am damn sure they identify themselves as khalistani
Indian ....?? I am damn sure they identify themselves as khalistani
Makes an unsubstantiated claim that Indians identify as Khalistani separatists without evidence, conflating ethnicity with political ideology.
soulXXXtaker Sep 24, 2025
Liberals are manufacturing liberal voters 😮
Liberals are manufacturing liberal voters 😮
Presents a conspiracy theory that immigration is deliberately engineered to create political advantage, without evidence.
HypocriticYT Feb 27, 2026
Trump is Putin,s puppet,,,.
Trump is Putin,s puppet,,,.
Presents a specific factual claim (Trump is Putin's puppet) without supporting evidence.
@rogervaldez-vi5hq Mar 4, 2025
69 times Carney went to Epstein island ,why ? Allegedly
69 times Carney went to Epstein island ,why ? Allegedly
Unsubstantiated conspiracy theory allegation about a political figure, presented without evidence.
gailhorochuk1269 Feb 27, 2026
Just saying these videos are probably made to turn people against Indians and shift focus from muslims and Jews just pure propaganda Indians are peaceful and also the highest earning ethnicity in pretty much all …
Just saying these videos are probably made to turn people against Indians and shift focus from muslims and Jews just pure propaganda Indians are peaceful and also the highest earning ethnicity in pretty much all big white countries they just wanna turn people against because there’s a growth in their people
Alleges the video is propaganda designed to manipulate public opinion against specific groups while defending Indians, combining conspiracy thinking with identity claims.
R4ZAR4 Jan 29, 2026
4:15 thousands of vehicles ate being carnap in canada every year and ended in Africa and Trudeau and his government is doing nothing
4:15 thousands of vehicles ate being carnap in canada every year and ended in Africa and Trudeau and his government is doing nothing
Commenter makes specific factual claim about vehicle theft statistics in Canada without evidence and criticizes government inaction.
@williamalmanon Mar 4, 2025
khalisthan is terrrist organization
khalisthan is terrrist organization
Makes a political/security claim about Khalistan without context or evidence, appearing to conflate a political movement with terrorism.
AMARKUMAR-de9ow Jan 29, 2026
? the comments on here are ridiculous. Why would Canada prefer a trade war over simply securing their border? Obviously they’re in bed with China who is the main supplier of fentanyl. Trump isnt just …
? the comments on here are ridiculous. Why would Canada prefer a trade war over simply securing their border? Obviously they’re in bed with China who is the main supplier of fentanyl. Trump isnt just randomly saying this. He is guided by the best intelligence agencies in the world.
Makes specific unverified claims about Canada being 'in bed with China' and China being the main fentanyl supplier without evidence.
@stevecox-y5k Mar 4, 2025
Liberals have destroyed Canada! Why are Canadians so stupid in voting for these hacks. Prob because they arent citezens when they vote and because the left media is corrupt!
Liberals have destroyed Canada! Why are Canadians so stupid in voting for these hacks. Prob because they arent citezens when they vote and because the left media is corrupt!
Makes unsubstantiated claims about non-citizens voting and media corruption as explanations for electoral outcomes, combining conspiracy thinking with political blame.
gilliansmith2645 Feb 27, 2026
This is clearly an attempt by putin to wreck the economies of NATO members, think of it as putin's answer to the sanctions placed on him. Anyone who doesn't think 'rump is doing putin's bidding …
This is clearly an attempt by putin to wreck the economies of NATO members, think of it as putin's answer to the sanctions placed on him. Anyone who doesn't think 'rump is doing putin's bidding is a fool.
Presents conspiracy theory linking Trump to Putin's strategy without evidence, framing it as deliberate sabotage of NATO economies.
@GreeceUranusPutin Mar 4, 2025
PLEASE INVESTIGATE ON WHY AMAZON HIRES ALOT OF INDIANS IN THEIR WAREHOUSES, THERES MILLIONS OF THEM!!! especially in CALIFORNIA! do the RESEARCH! they prefer INDIAN OVER ANYONE ELSE!
PLEASE INVESTIGATE ON WHY AMAZON HIRES ALOT OF INDIANS IN THEIR WAREHOUSES, THERES MILLIONS OF THEM!!! especially in CALIFORNIA! do the RESEARCH! they prefer INDIAN OVER ANYONE ELSE!
Makes specific factual claims about Amazon hiring practices and Indian worker prevalence without evidence, framed as a conspiracy requiring investigation.
lenseofanomad Jan 27, 2026
As Canadians we follow the rules, the new Indians they break rules, don’t pay proper taxes, use the system… we’ve had enough of this… in 10 years nothing structure will be left in the system. …
As Canadians we follow the rules, the new Indians they break rules, don’t pay proper taxes, use the system… we’ve had enough of this… in 10 years nothing structure will be left in the system. It’s all falling apart in front of our eyes
Makes specific factual claims about rule-breaking, tax evasion, and system abuse by 'new Indians' without evidence, coupled with demographic anxiety.
VMustangV Sep 27, 2025
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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

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)