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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 122 of 162
America gives Canada $300 billion a year. I think this guy can just keep quiet
America gives Canada $300 billion a year. I think this guy can just keep quiet
Presents a specific factual claim about U.S. financial aid to Canada without evidence, used to delegitimize Canada's position.
@Allen.Fepuleai Mar 4, 2025
CNN is the mouthpiece of big pharma. You suck.
CNN is the mouthpiece of big pharma. You suck.
Makes an unsubstantiated claim that CNN is controlled by pharmaceutical interests, with dismissive meta-commentary about the channel.
@djholliday5132 Mar 4, 2025
What the hell is Putin blackmailing Donald Trump with? \nHe's a damn puppet
What the hell is Putin blackmailing Donald Trump with? \nHe's a damn puppet
Makes an unsubstantiated conspiracy claim that Putin blackmails Trump without evidence.
@mdr_jonas Mar 4, 2025
Don't give in to that Traitor he loves Putin let him move to Russia most Americans with a brain know hes out for his self!
Don't give in to that Traitor he loves Putin let him move to Russia most Americans with a brain know hes out for his self!
Makes unsubstantiated claims about Trump's loyalty to Putin and self-interest without evidence.
@spititualwarfare Mar 4, 2025
if i was to take a wild guess, probably more drugs to canada from us. than other way around. bu donald does putins dirty work.
if i was to take a wild guess, probably more drugs to canada from us. than other way around. bu donald does putins dirty work.
Presents unsubstantiated claim about drug trafficking patterns between US and Canada, combined with moral criticism of Trump.
@barryg7139 Mar 4, 2025
not by chance that as soon as the pm was placed, he immediately went to the UK
not by chance that as soon as the pm was placed, he immediately went to the UK
Makes an unverified causal claim connecting the PM's appointment to a trip to the UK without evidence.
LindaPavelka Nov 21, 2025
Immigration law practice: a lucrative business! If walls had ears, I'm convinced we'd learn some fascinating things about the kinds of discussions one can overhear in immigration law firms, particularly regarding the words put in …
Immigration law practice: a lucrative business! If walls had ears, I'm convinced we'd learn some fascinating things about the kinds of discussions one can overhear in immigration law firms, particularly regarding the words put in migrants' mouths to facilitate their entry into Canada.
Makes unsubstantiated claim about immigration lawyers coaching migrants with fabricated statements, presented with sarcastic tone.
davidmartin7931 Nov 21, 2025
Wasn’t it obvious republicans were aligned with Putin when 3 right wing influencers including Tim Pool and Benny Johnson were bribed by Russia to spread Russian propaganda? \n\nThey didn’t even deny it either… they just …
Wasn’t it obvious republicans were aligned with Putin when 3 right wing influencers including Tim Pool and Benny Johnson were bribed by Russia to spread Russian propaganda? \n\nThey didn’t even deny it either… they just said they were “unknowingly tricked and were victims” How much longer will republicans live in denial about this?
Makes specific factual claims about bribery and propaganda without evidence, while also framing political alignment as us-vs-them.
@jjoe7078 Mar 4, 2025
All these stupid things that Trump says and does are meant to make money for him, his family, and his friends in politics. How? Mayhem and negativity directly impact markets to the downside. This group …
All these stupid things that Trump says and does are meant to make money for him, his family, and his friends in politics. How? Mayhem and negativity directly impact markets to the downside. This group is simply making massive gains from the financial market bloodbath that has been happening for well over a week now. If you don't think this is true, look at a the Nasdaq, then look at Bitcoin and all the major cryptocurrencies.\nThey are shorting the hell out of all of these assets, and they know how to do it. The do NOT care about you, they only care about their GREED.
Makes specific conspiratorial claims about market manipulation and financial gain without evidence, combined with policy criticism.
@blockchaineducationmanager5808 Mar 4, 2025
Wait? Canada has had hundreds of Tariffs on American imports for decades! Many at 200 percent (like Milk)
Wait? Canada has had hundreds of Tariffs on American imports for decades! Many at 200 percent (like Milk)
Asserts specific tariff claims (200% on milk) without evidence to counter the narrative about American tariffs.
@EyeMenu Mar 4, 2025
Trumps word is as good as Putins
Trumps word is as good as Putins
Makes a comparative claim equating Trump's trustworthiness to Putin's without evidence, presenting it as factual assertion.
@ksalhoff Mar 4, 2025
Wall Street journal ?? they are democrat and are ready to make down the market just to oppose any Trump decision! We know that the market is a corrupt world and manipulation!
Wall Street journal ?? they are democrat and are ready to make down the market just to oppose any Trump decision! We know that the market is a corrupt world and manipulation!
Makes unsubstantiated claims about Wall Street Journal bias and market manipulation without evidence.
@lillecitadelle1588 Mar 4, 2025
IT'S NOT ABOUT FENTANOL. THAT'S A LIE. WHAT ABOUT THE ILLEGAL GUNS CROSSING INTO CANADA ?? ?
IT'S NOT ABOUT FENTANOL. THAT'S A LIE. WHAT ABOUT THE ILLEGAL GUNS CROSSING INTO CANADA ?? ?
Asserts that fentanyl narrative is false and claims illegal guns are the real issue without supporting evidence.
@marciamariethompson6463 Mar 4, 2025
Immigration is ok,just measure the numbers of crimes done by hindu/ Punjabis vs muslim immigrants and their high decimal mosques
Immigration is ok,just measure the numbers of crimes done by hindu/ Punjabis vs muslim immigrants and their high decimal mosques
Makes specific factual claim about crime rates by religious/ethnic groups without evidence, presented as basis for immigration policy discussion.
theurbanmonkss4743 Nov 11, 2025
If you work work in any retail store you know how difficult it is with Indians . They will constantly ask you for discounts and try to bargain prices. I have to tell them multiple …
If you work work in any retail store you know how difficult it is with Indians . They will constantly ask you for discounts and try to bargain prices. I have to tell them multiple times that Target isn't the Bazaar, I can't just negotiate paying tax lol.
Makes a generalized factual claim about Indian customers' behavior without evidence, stereotyping an ethnic group.
thebasedpotato Nov 12, 2025
THEY SELL ALL THE DRUGS NOW ,CHEAP PERKS AND DILLIES BULK FROM OUT EAST NOTHING REALLY COMES FROM OUT WEST NO MORE VAN CITY IM FROM WPG CND 🇨🇦THERE COKE COMES FROM OUT EAST THEY …
THEY SELL ALL THE DRUGS NOW ,CHEAP PERKS AND DILLIES BULK FROM OUT EAST NOTHING REALLY COMES FROM OUT WEST NO MORE VAN CITY IM FROM WPG CND 🇨🇦THERE COKE COMES FROM OUT EAST THEY CUT OUT EVERYONE, THEY SELL 22K FOR A WHOLE KILO, BIG DIP FROM 40K
Makes specific factual claims about drug trafficking patterns and pricing without evidence, mixed with personal location reference.
thatnativejustnative6271 Sep 8, 2025
So Trudeau basically admitted there was a Fentanyl problem flowing into the US from his country? Trump was right on that then
So Trudeau basically admitted there was a Fentanyl problem flowing into the US from his country? Trump was right on that then
Interprets Trudeau's statement as admission of fentanyl problem to validate Trump's claims without direct evidence.
@benplasier346 Mar 4, 2025
Has anyone wondered if it is possible that Trump's election win was assisted in some way by Russia? Is Trump repaying the piper?
Has anyone wondered if it is possible that Trump's election win was assisted in some way by Russia? Is Trump repaying the piper?
Presents unsubstantiated conspiracy theory about Russian interference in Trump's election and alleged quid pro quo arrangement.
@MarkRose-og3jw Mar 4, 2025
I was told they are taking Taxis to cross the border...
I was told they are taking Taxis to cross the border...
Presents a specific factual claim about border crossing methods without evidence.
SINGULARSEEKER Nov 13, 2025
You missed a chance, take a dip into the rivers and seas and you'll see one of their statues staring at you.
You missed a chance, take a dip into the rivers and seas and you'll see one of their statues staring at you.
Cryptic reference to alleged statues in water appears to reference unsubstantiated conspiracy claims about religious symbols or bodies.
IceFreaksD Jan 27, 2026
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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)