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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 138 of 162
They get a gas station here in the america
They get a gas station here in the america
Makes a vague, unsubstantiated claim about immigrants and business ownership that appears to rely on stereotypes.
Catastrophic67 Jan 27, 2026
The fact is!! As a Canadian! Trudeau is a trader not putin!! Trudeau wants to illegally supply all drugs to every ,,, Trudeau your mouth just runing off sh,t ,,reopen the permanent quite hideing like …
The fact is!! As a Canadian! Trudeau is a trader not putin!! Trudeau wants to illegally supply all drugs to every ,,, Trudeau your mouth just runing off sh,t ,,reopen the permanent quite hideing like a COWARD
Makes specific unsubstantiated claims about Trudeau illegally supplying drugs and being a traitor, presented without evidence.
@brianleduc2244 Mar 4, 2025
See who do these people work for,obviously not caring Canadian,who pays these people
See who do these people work for,obviously not caring Canadian,who pays these people
Makes an unsubstantiated claim that unnamed officials don't care about Canada and implies improper allegiances without evidence.
valr852 Sep 29, 2025
Soon we gonna see 50%
Soon we gonna see 50%
Vague claim about a future demographic or statistical threshold ('50%') presented without context or evidence, suggesting alarmism.
@MrChand12 Mar 5, 2025
They are driving trucks , working in fast food places etc .....thats where they are !
They are driving trucks , working in fast food places etc .....thats where they are !
Makes a vague factual assertion about where undocumented immigrants are working without evidence or specificity.
PrairiePatriots Sep 29, 2025
The guy on the bike guaranteed on disability himself.
The guy on the bike guaranteed on disability himself.
Makes an unsubstantiated factual claim about someone's disability status based on appearance.
jasongill8242 Jan 27, 2026
Driving is bad because they are scamming people with insurance fraud.
Driving is bad because they are scamming people with insurance fraud.
Makes a sweeping, unsubstantiated claim linking a group to insurance fraud without evidence.
1211. Feb 5, 2026
Ask him how he knows a lying, murdering dictator.!..takes one to know one. He ifs a POS ??? nobody wants him here. He can go to hell with his BFF Klaus Schwab
Ask him how he knows a lying, murdering dictator.!..takes one to know one. He ifs a POS ??? nobody wants him here. He can go to hell with his BFF Klaus Schwab
Makes unsubstantiated claims about Trudeau's character and alleged connections to Klaus Schwab without evidence.
@AstarteDevi Mar 4, 2025
Dumb Drumpf! So obsessed with fentanyl as an excuse for imposing tariffs on Canada -then tell me why did he release the America's kingpin from jail after serving less than 10 years after being handed …
Dumb Drumpf! So obsessed with fentanyl as an excuse for imposing tariffs on Canada -then tell me why did he release the America's kingpin from jail after serving less than 10 years after being handed down a sentence of 80 years! Max Butler was a master at drug dealings of any kind you could imagine making 1.2 billion dollars including 4-5 murders. This was cyber crime in the dark web used as a tool to commit these crimes which had eluded authorities. How many other people had died because of him. Now he's free!
Makes specific factual claims about a released criminal (Max Butler) without verification, using it to critique Trump's drug policy rhetoric.
@alharmonica546 Mar 4, 2025
I think we should all be keeping a close look at the stock portfolios of Donald and his family. He is either smart enough to understand the consequences of this and fully expects to cash …
I think we should all be keeping a close look at the stock portfolios of Donald and his family. He is either smart enough to understand the consequences of this and fully expects to cash in on the instability in the market, or he is a lot dummer than the WSJ thinks.
Makes a specific factual assertion about Trump's stock portfolio motivations without evidence, framed as speculation about hidden financial interests.
@zestynotions Mar 4, 2025
Tim Hortons is all about Visa business
Tim Hortons is all about Visa business
The claim that Tim Hortons operates primarily as a visa business is an unsubstantiated conspiracy-like assertion without supporting evidence.
CTRLEverythinggg Feb 8, 2026
Thanks to Who? You know the answer.😢
Thanks to Who? You know the answer.😢
Vague insinuation blaming an unspecified group for immigration problems without evidence, combined with emotional distress.
eddichacon8324 Oct 1, 2025
Zafar the name says it all. They are not looking.
Zafar the name says it all. They are not looking.
Makes an unsubstantiated claim that a person with a particular name ('Zafar') is not genuinely seeking something, implying deception based on identity.
NoxiousYT-HQ Sep 30, 2025
When Justin Trudeau went to India and played dress up a few years ago I can only imagine what sort of deals he was making for Canadian corporations
When Justin Trudeau went to India and played dress up a few years ago I can only imagine what sort of deals he was making for Canadian corporations
Makes speculative claim about undisclosed deals between PM and corporations without evidence.
Bigern2998 Oct 1, 2025
American here. It's obvious Trump is a traitor and a Russian agent who is following orders from Putin to dismantle the US government, and destabilize/destroy all Western alliances. It shouldn't be a surprise: Trump has …
American here. It's obvious Trump is a traitor and a Russian agent who is following orders from Putin to dismantle the US government, and destabilize/destroy all Western alliances. It shouldn't be a surprise: Trump has had dealings with Russian oligarchs for the past 40 years. Trump is a clear and present danger to the US, the West, and the world. He will probably be the cause of World War 3 since he has put the US on the side of Russia - which destabilizes the entire world order.
Makes specific unsubstantiated claims about Trump being a Russian agent and traitor, combined with apocalyptic threat language about World War 3.
@ets5697 Mar 4, 2025
Bcoz god and criminals are friends and both do crimes with help of each other
Bcoz god and criminals are friends and both do crimes with help of each other
Cryptic statement making unfounded claims linking religious/moral concepts to criminal activity without clear context.
rohit2432g Feb 10, 2026
Let's be clear. Nobody outside the US thinks Donald is a smart man.
Let's be clear. Nobody outside the US thinks Donald is a smart man.
Presents a generalized factual claim about international opinion without evidence, though phrased as common knowledge.
@kriswillems5661 Mar 4, 2025
That’s what the U S I going thru. Fake lying immigrant
That’s what the U S I going thru. Fake lying immigrant
References the US situation and makes an unsubstantiated claim about a 'fake lying immigrant' without specific evidence.
nomaster5647 Oct 1, 2025
Starting to wonder if Trump is Actually Krasnov...
Starting to wonder if Trump is Actually Krasnov...
Makes a speculative factual claim comparing Trump to Krasnov without evidence, presented as a conspiracy-like question.
@Villanforsome Mar 4, 2025
Trumps hitting Canada with tariffs because Melania was going Gaga over Trudeau. What a spiteful disgusting excuse for a human being let alone president. Him and his best girlfriend eyeliner Vance.
Trumps hitting Canada with tariffs because Melania was going Gaga over Trudeau. What a spiteful disgusting excuse for a human being let alone president. Him and his best girlfriend eyeliner Vance.
Makes an unsubstantiated claim about Trump's tariff motivation (Melania's attraction to Trudeau) while condemning Trump's character.
@cadillacjack4597 Mar 4, 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)