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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 61 of 162
China is the one changing Port tags to get the fentanyl in the USA
China is the one changing Port tags to get the fentanyl in the USA
Makes a specific factual claim about China's involvement in fentanyl trafficking without evidence, presented as established fact.
@dorothywhitaker4040 Mar 4, 2025
set up by elites...... great acting..... all coordinated by us, and someone behind the scenes very interesting
set up by elites...... great acting..... all coordinated by us, and someone behind the scenes very interesting
Presents conspiracy theory claims about elite coordination and staged events without evidence, combined with alarmist framing.
@MrDzonski Mar 4, 2025
there is no point in speaking to donald trump as if he is an american who cares about america. he doesnt. he is bought and paid for by russia and only works for THEM not …
there is no point in speaking to donald trump as if he is an american who cares about america. he doesnt. he is bought and paid for by russia and only works for THEM not us. hes a traitor and a disgrace
Makes specific factual claims about Trump being 'bought and paid for by Russia' without evidence, presented as conspiracy assertion.
@ZeriBlackheart Mar 4, 2025
A large portion of Americans do NOT agree with Trump and we love our brothers to the North. Russia owns Trump because he has been a Russian spy for 35 years and Russia has all …
A large portion of Americans do NOT agree with Trump and we love our brothers to the North. Russia owns Trump because he has been a Russian spy for 35 years and Russia has all of the proof and they will use it against him if he doesn't make good this time around.
Makes unsubstantiated conspiracy claim that Russia owns Trump and has 35-year spy evidence, framed within solidarity messaging.
@josamaroo Mar 4, 2025
People are still trying to grease Donald Trump's ego by referring to him as smart. A teacher who taught Trump is noted to have said that Donald is the dumbest student he taught.
People are still trying to grease Donald Trump's ego by referring to him as smart. A teacher who taught Trump is noted to have said that Donald is the dumbest student he taught.
Cites an anecdotal claim about Trump's intelligence from an unnamed teacher without verifiable evidence.
@OP-yl2hm Mar 4, 2025
All those secret phone calls Trump has had with Putin. What the heck have they been talking about? I think they’ve come up with a plan to divide the world between three empires - an …
All those secret phone calls Trump has had with Putin. What the heck have they been talking about? I think they’ve come up with a plan to divide the world between three empires - an American empire, a Russian empire, and a Chinese empire. Trump gave it away when he accused Zelenskyy of potentially starting WW3 if he doesn’t give Russia what it wants. \n\nWe’ve already had several threats from Putin that he’d use nuclear weapons to protect Russia if other countries ally with Ukraine and send their own military to assist Ukrainians. Trump once again proves he’s a Russian asset as he parrots Putin’s threats. \n\nAlso, prepare yourself for the China-Taiwan war. Putin and Trump will stand down their navies.
Presents multiple unsubstantiated conspiracy theories about secret Trump-Putin dealings and alleged plans to divide world empires without evidence.
@donskuse2194 Mar 4, 2025
tRump is Vladimir’s puppet
tRump is Vladimir’s puppet
Makes a specific factual assertion (Trump is Putin's puppet) presented without evidence, a common conspiracy theory claim.
@anc2242 Mar 4, 2025
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
Now COMPLETELY OFF Subject. BUT This is a BIG Problem. When the US V.Pres. BELIEVES MY Country UK. HAS NOT Been any armed Conflict, within the Past 30-40xYrs. AND LETS Just say Politly HE NO'S …
Now COMPLETELY OFF Subject. BUT This is a BIG Problem. When the US V.Pres. BELIEVES MY Country UK. HAS NOT Been any armed Conflict, within the Past 30-40xYrs. AND LETS Just say Politly HE NO'S ABS J/S! As Just 1x Armed incident (N.Ireland Troubles). Was 1969-1994/5. SO basically he No:s F-ALL! So UR President IS AS FAKE As the Orange Peel on his skin.
Makes specific factual claim that US VP believes UK had no armed conflict in 30-40 years without evidence, presented as fabricated ignorance.
@PeterCummins-gm2bu Mar 4, 2025
TRUDOLPH, another f ing GLOBALIST OPEN BORDER DAVOS WEF Agenda driven puppet.
TRUDOLPH, another f ing GLOBALIST OPEN BORDER DAVOS WEF Agenda driven puppet.
Makes unsubstantiated claims about Trudeau being a 'globalist' puppet controlled by WEF/Davos without evidence, a common conspiracy theory.
@1fluffypuss Mar 4, 2025
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
lol ya cuz they come from India where they all drive like crackheads lol nd that’s not racist go watch an India travel video lol it’s obv an adjustment to them but with that culture …
lol ya cuz they come from India where they all drive like crackheads lol nd that’s not racist go watch an India travel video lol it’s obv an adjustment to them but with that culture a lot of them are gunna think the rules out here are ridiculous
Makes sweeping cultural generalizations about driving behavior based on national origin, framed as observable fact but relying on stereotypes.
o.g.flightz5561 Jan 27, 2026
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
I bet Donald is the king pin of fent….i can’t stand him. His name was on Jeffery’s list….? can’t believe ppl still like him after everything he’s done sigh….
I bet Donald is the king pin of fent….i can’t stand him. His name was on Jeffery’s list….? can’t believe ppl still like him after everything he’s done sigh….
Makes unsubstantiated claims about Trump's involvement with fentanyl and Epstein's list without evidence.
@My_right_is_your_left 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
Can't believe one single word at a Trudeau's mouth what a communist dictator
Can't believe one single word at a Trudeau's mouth what a communist dictator
Commenter makes an unsubstantiated claim that Trudeau is a 'communist dictator' without evidence or specifics.
@wigglewigglewiggle7021 Mar 4, 2025
bs...look at all the crooks u harboring!!
bs...look at all the crooks u harboring!!
Makes an unsubstantiated factual claim that Canada is 'harboring crooks' without evidence, combined with dismissal of government credibility.
@Aiden-ly4zs Mar 4, 2025
Everyone trynna make Putin look like the bad guy, if you really look into the reason Russia invaded Ukraine u will understand look at Robert f Kennedy video he speaks the truth, Ukraine was killing …
Everyone trynna make Putin look like the bad guy, if you really look into the reason Russia invaded Ukraine u will understand look at Robert f Kennedy video he speaks the truth, Ukraine was killing Russian speaking people from Ukraine because they banned that language he invaded for many different reasons but you people don’t do your research u guys are blindsided lol
Presents unsubstantiated claims about Russia's invasion justifications and accuses others of not doing research.
@Alexanderngfdc5 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
General Clark is baffled by Trump's strategy. How it doesn't make any sense to alienate our allies and isolate ourselves. To destroy our economy and internal workings.\n\nBut it becomes crystal clear if you accept the …
General Clark is baffled by Trump's strategy. How it doesn't make any sense to alienate our allies and isolate ourselves. To destroy our economy and internal workings.\n\nBut it becomes crystal clear if you accept the fact that Trump is serving Putin. He is Putin's asset. \n\nTrump's actions prove it.
Presents the unverified claim that Trump is Putin's asset and serving Russian interests, framed as proven fact without evidence.
@osku4 Mar 4, 2025
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Classifier Confidence

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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)