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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 64 of 162
Canada is the WEF playground.
Canada is the WEF playground.
Conspiracy theory claiming Canada is controlled by the World Economic Forum, combining misinformation with threat framing.
outdoorloser4340 Jan 27, 2026
if only elon musk wasn't our president
if only elon musk wasn't our president
Makes a false factual claim that Elon Musk is president, presented as a statement of fact.
@W1nksy Mar 4, 2025
Under 70 iq 😅
Under 70 iq 😅
Makes a dehumanizing false claim about intelligence levels of a group, using pseudoscientific IQ framing.
josefsacala855 Jan 30, 2026
Russia owns Trump don't forget it
Russia owns Trump don't forget it
Commenter makes an unsubstantiated claim about Russian control over Trump without evidence, framing it as a factual assertion.
@robdunham7859 Mar 4, 2025
Trump means to swallow Canada, he said so. I have never believed before, but this he will do. Or try. With help from Putin.
Trump means to swallow Canada, he said so. I have never believed before, but this he will do. Or try. With help from Putin.
Makes specific factual claims about Trump's intentions and Putin's involvement without evidence, combined with threat perception.
@Weirdkauz Mar 4, 2025
Don't mess with AIPAC Zionist President Trump. They will add you to the Epstein flight logs.
Don't mess with AIPAC Zionist President Trump. They will add you to the Epstein flight logs.
Makes unsubstantiated conspiracy claims linking Trump to AIPAC and Epstein without evidence.
@honahwikeepa2115 Mar 4, 2025
That guuy is a big time NWO puppet - FACT
That guuy is a big time NWO puppet - FACT
Makes unsubstantiated conspiracy claim that the speaker is a 'New World Order puppet' presented as fact.
@DoggyDaddy69 Mar 4, 2025
Yeah, anyone who thinks Donald is in charge is living in a fantasy world. Elon and the other oligarchs are in charge, and they want to rule us all. There's a plan here. Make no …
Yeah, anyone who thinks Donald is in charge is living in a fantasy world. Elon and the other oligarchs are in charge, and they want to rule us all. There's a plan here. Make no mistake about that, and it doesn't involve the rest of us having rights.
Presents specific factual claims about power structures (Elon and oligarchs controlling government) without evidence, combined with dystopian threat framing.
@Hemingway-dq4fx Mar 4, 2025
Is it part of the WEF agenda to bankrupt the country by weaponizing the Immigration system against citizens?
Is it part of the WEF agenda to bankrupt the country by weaponizing the Immigration system against citizens?
Presents a conspiracy theory linking WEF to immigration policy without evidence, framed as a threat to citizens.
ericcogley457 Nov 21, 2025
I know what that guy meant in the helmet when he said dirty Indians
I know what that guy meant in the helmet when he said dirty Indians
Implies agreement with a derogatory ethnic slur without context, perpetuating harmful stereotypes.
lesterkakepetum2586 Jan 27, 2026
Russia definitely have something over Trump and I'm guessing tis *CHILDREN*. UNDERAGE GIRLS AND/OR BOYS! What else could it be . . . ???
Russia definitely have something over Trump and I'm guessing tis *CHILDREN*. UNDERAGE GIRLS AND/OR BOYS! What else could it be . . . ???
Presents unsubstantiated conspiracy theory claiming Russia has compromising material on Trump involving minors.
@lisacz6607 Mar 4, 2025
Donald Trump the Russian agent.
Donald Trump the Russian agent.
Makes an unsubstantiated factual claim that Trump is a Russian agent without supporting evidence.
@rpgmarshal Mar 4, 2025
March 2nd. When Carney was in India. They asked Carney if they could send 60 million Indians to Canada.😮😂
March 2nd. When Carney was in India. They asked Carney if they could send 60 million Indians to Canada.😮😂
Presents an implausible claim about mass immigration proposal with alarmist tone and emoji.
evawade3005 Mar 2, 2026
Gessus crist how dumb a big outlet like cnn to not put 1 and 1 together, to see who is meant do benefit from this, and not name it\nTrump distroyed cia, pentagon and fbi and …
Gessus crist how dumb a big outlet like cnn to not put 1 and 1 together, to see who is meant do benefit from this, and not name it\nTrump distroyed cia, pentagon and fbi and any governement that could have checked his traitorous a55 that gave usa on a silver platter to russia AND CHINA \ncause make no mistake, ppl were amazed China was slapped with only 10% while allies were attacked viciously . The rethoric against china will change and will see that the excuse of disingage from Europe(translate let it be Putin's) was supposed to concentrate on bigger fish china.\nLike the boiling of the frog u dumb traditional media were complicit in the transformation of usa in a fascist state! You stopped putting pressure on republicans, gave them leeway to giv in to trump blackmail and intimidation, instead of marking ALL THE LIES HE TELLS ALL THE TIME. \nCNN, FOX ETC . Make no mistake, we saw what u did, when the evil axis will form russia china USA, YOU WILL KNOW YOU DID IT.
Makes multiple unsubstantiated claims about Trump dismantling institutions and forming alliances with Russia and China, presented as conspiracy-like threats.
@Grundewalt Mar 4, 2025
This Trudeau allow CHINESE POLICE STATIONS IN CANADA. FROZE OIR BANK ACCOUNTS FOR PROTESTS. HES BEEN IN BED WITH CHINA FOR 10 YEARS
This Trudeau allow CHINESE POLICE STATIONS IN CANADA. FROZE OIR BANK ACCOUNTS FOR PROTESTS. HES BEEN IN BED WITH CHINA FOR 10 YEARS
Makes multiple specific factual claims (Chinese police stations, frozen accounts, decade-long relationship) without evidence, combined with alarmist framing.
@danv2932 Mar 4, 2025
Trudea more a dictator than puton
Trudea more a dictator than puton
Commenter makes an unsubstantiated factual claim comparing Trudeau to Putin without evidence or elaboration.
@craiglappin6987 Mar 4, 2025
Ask them why pour boiling hot oil in the drains
Ask them why pour boiling hot oil in the drains
Makes a stereotypical and unsubstantiated claim about immigrant behavior, combining false accusation with threat framing.
leezilla9168 Jan 27, 2026
I'll tell you what this is about. I'll tell you why the orange Jesus is attacking friends instead of enemies. I will let you know why Trump has become the largest Putin bootlicker. It is …
I'll tell you what this is about. I'll tell you why the orange Jesus is attacking friends instead of enemies. I will let you know why Trump has become the largest Putin bootlicker. It is because I believe Putin who is one of the most dangerous political figures in Europe in the last 200 years, who is a former KGB agent and he was a very good one, has dug up some much much much much much much much dirty dirt on the most despicable disrespectful immoral entitled billionaire moron. Probably the same kind of dirt why the Epstein files were mostly redacted. I believe the orange orang spent some very good times in Russia in the past, good times that should never come out in the light of day, some services that were probably at a discount, while some hidden cameras and microphones were collecting that very dirty dirt and the brand on those cameras and microphones was a KGB logo. This is why I think Mr thinnest tope in the world is acting as the Russians boyfriend.
Presents elaborate conspiracy theory about Putin blackmailing Trump with unsubstantiated claims about secret recordings and Epstein connections.
@AutodidacticLogic Mar 4, 2025
00:25 WHAT Russian dictator ,,, lol he went there and Destroyed the Bio Labs ... save some Friggin Lives ... Putin does not want UN WHO WEF in HIS country ,,, fools on here my …
00:25 WHAT Russian dictator ,,, lol he went there and Destroyed the Bio Labs ... save some Friggin Lives ... Putin does not want UN WHO WEF in HIS country ,,, fools on here my God ...
Makes specific unsubstantiated claims about bio labs and Putin's motivations without evidence.
@darylhodkinson5369 Mar 4, 2025
Trump is doing what Putin told him to do.
Trump is doing what Putin told him to do.
Makes a specific factual assertion about Trump following Putin's orders without providing evidence.
@edwardschmitt5710 Mar 4, 2025
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Category Distribution

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Classifier Confidence

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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)