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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 56 of 162
They are not missing they’re working at Tim Hortons,KFC,Burger King and the government knows
They are not missing they’re working at Tim Hortons,KFC,Burger King and the government knows
Makes a specific factual claim about missing students working in fast food without evidence, implying government knowledge.
alfredoramos198 Oct 20, 2025
Avtrue criminal , active war mongerer against Ukrainian lives, talking against President Putinn , an honest leader just trying to protect his people against criminal NATO leaders!. WHAT A LIE, TRUDEAU-LYER!
Avtrue criminal , active war mongerer against Ukrainian lives, talking against President Putinn , an honest leader just trying to protect his people against criminal NATO leaders!. WHAT A LIE, TRUDEAU-LYER!
Makes unsubstantiated claims that Trudeau is a 'criminal' and 'war monger' while presenting Putin as an 'honest leader,' lacking evidence.
@tangabiang5282 Mar 4, 2025
This ain’t about fentanyl. Trump is planning world domination with Russia ?
This ain’t about fentanyl. Trump is planning world domination with Russia ?
Makes an unsubstantiated conspiracy claim that Trump is planning world domination with Russia, presented without evidence.
@donniethesportsguy893 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
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
Now we know why Musk bought Twitter. This was planned long ago. This gives Trump a huge platform to spread misinformation. In addition Trump has his own misinformation website that he copy and pastes onto …
Now we know why Musk bought Twitter. This was planned long ago. This gives Trump a huge platform to spread misinformation. In addition Trump has his own misinformation website that he copy and pastes onto X just so Musk can further spread it to his followers.
Presents conspiracy theory claims about Musk's Twitter acquisition and Trump's coordinated misinformation strategy without substantiation.
@artstech Mar 4, 2025
I can make it make sense. Putin has tRump by the curls, tRump works for Putin. tRump has been groomed for this exact moment since the 1980s...
I can make it make sense. Putin has tRump by the curls, tRump works for Putin. tRump has been groomed for this exact moment since the 1980s...
Presents a conspiracy theory about Trump being controlled by Putin since the 1980s without evidence.
@EmRilee Mar 4, 2025
FOLLOW THE MONEY. trump and maga republicans (incl musk) are bought and paid for by mr poutine. Not speculation. The trump jr kid expressly said that they have enough money from the russian banks (under …
FOLLOW THE MONEY. trump and maga republicans (incl musk) are bought and paid for by mr poutine. Not speculation. The trump jr kid expressly said that they have enough money from the russian banks (under mr poutine's control). The video is on the internet from like 10yrs ago. They said it. The trumps are traitors and must be removed.\nCan we deport them to russia?? Please.
Makes specific factual claims about Trump family funding from Russian banks and calls them traitors, presenting conspiracy-adjacent assertions as fact.
@iansmith2094 Mar 4, 2025
they still poo on streets
they still poo on streets
Makes a specific dehumanizing factual claim about immigrant behavior without evidence, targeting a particular group.
IsmailPainedeCirc Jan 27, 2026
Why don’t they pay taxes??? The guy in the video said they don’t pay tax
Why don’t they pay taxes??? The guy in the video said they don’t pay tax
Presents a specific factual claim (immigrants don't pay taxes) attributed to the video without evidence, framed as a question.
chuachua-hj9zd Oct 11, 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
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
The whole immigration run by Indian, IRCC, LMIA allow International students of Indian origin only. Why? Does Canada land sold to India? We need Trump in Canada.
The whole immigration run by Indian, IRCC, LMIA allow International students of Indian origin only. Why? Does Canada land sold to India? We need Trump in Canada.
Makes specific factual claims about IRCC and LMIA favoring Indian applicants without evidence, combined with a call for political change.
fukyew7088 Nov 3, 2025
59% Of this metropolis is foreign born. The remaining 15% whites also do not receive DEI bonuses. This is Canada now.
59% Of this metropolis is foreign born. The remaining 15% whites also do not receive DEI bonuses. This is Canada now.
Cites a specific statistic (59% foreign-born) and makes claims about DEI policies without context or verification, framed through racial identity categories.
consistxncy Nov 3, 2025
I think Trump has been talking to Putin because everything Trump is doing doesn’t make sense unless he is doing what Putin wants.
I think Trump has been talking to Putin because everything Trump is doing doesn’t make sense unless he is doing what Putin wants.
Presents a specific factual assertion (Trump coordinating with Putin) without evidence, characteristic of conspiracy theory framing.
@dk4598 Mar 4, 2025
Australia stands with Canada. The U.S has been infiltrated completely by Russia, and we should treat it as such.
Australia stands with Canada. The U.S has been infiltrated completely by Russia, and we should treat it as such.
Makes an unsubstantiated claim that the U.S. has been 'infiltrated completely by Russia' while comparing nations.
@SuperAdventureR1301 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
Well I can’t hire Mike and Matt because I have to hire Manjeet and Manpreet first from India.
Well I can’t hire Mike and Matt because I have to hire Manjeet and Manpreet first from India.
Makes a specific factual claim about hiring discrimination without evidence, implying preferential hiring of immigrants.
pst8342 Oct 26, 2025
There is a KGB-AGENT in the oval office.
There is a KGB-AGENT in the oval office.
Makes a specific factual claim that Trump is a KGB agent without evidence, presenting it as established fact.
@RthnVhm.o-sc5he Mar 4, 2025
Cmon man, Trump is a russian asset, its obvious. Anyone can see it
Cmon man, Trump is a russian asset, its obvious. Anyone can see it
Makes a specific factual assertion ('Trump is a russian asset') presented without evidence, characteristic of conspiracy-adjacent claims.
@theH0UNDSofD00M Mar 4, 2025
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Category Distribution

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Classifier Confidence

Distribution of confidence scores across all labeled comments

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)