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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 125 of 162
Trump wants kanyay west in charge of morals....plans to pardon Charles manson....
Trump wants kanyay west in charge of morals....plans to pardon Charles manson....
Makes specific factual claims about Trump's plans and pardons without evidence or source.
@Rickristian Mar 4, 2025
People are being scammed systematically to bring them here. It's frustrating for all, lose-lose
People are being scammed systematically to bring them here. It's frustrating for all, lose-lose
Makes a specific factual claim about systematic scamming without evidence, framed as policy criticism.
deepakverg9494 Sep 29, 2025
Donald: Putin's asset. He will sign a free trade agreement with North Korea, Russia and Belarus now! Let's cancel NORAD now.
Donald: Putin's asset. He will sign a free trade agreement with North Korea, Russia and Belarus now! Let's cancel NORAD now.
Makes unsubstantiated claims about Trump's foreign policy intentions and alleged ties to hostile actors.
@A.P.-dq6xk Mar 4, 2025
Trump wants a former KGB agent as his bud?Donnie Putin wants us to go down.
Trump wants a former KGB agent as his bud?Donnie Putin wants us to go down.
Makes unsubstantiated claims about Trump's alleged ties to Putin and intentions to harm North America.
@johngarza642 Mar 4, 2025
Canada owes America billions! Drugs have nothing to do with this.
Canada owes America billions! Drugs have nothing to do with this.
Makes a specific factual assertion ('Canada owes America billions') without evidence, presented as fact to counter another claim.
@distantlight1995 Mar 4, 2025
Everything is within God's plan, not just NATO, but also the UN. We will witness a dramatic shift in the geopolitical arena, hold on tight folks as we move towards removing the sixth seal - …
Everything is within God's plan, not just NATO, but also the UN. We will witness a dramatic shift in the geopolitical arena, hold on tight folks as we move towards removing the sixth seal - All for the Glory of God.
Makes unsubstantiated claims about geopolitical events being part of divine plan and references apocalyptic religious predictions without evidence.
@EdwinDelPilar-o4n Mar 4, 2025
Chuck Zito, the former head of Hells Angels thinks his longtime friend, Donald Trump is greatest president America ever had. He attended Trump's court hearing. To stop drug trafficking, you have to investigate money laundering. …
Chuck Zito, the former head of Hells Angels thinks his longtime friend, Donald Trump is greatest president America ever had. He attended Trump's court hearing. To stop drug trafficking, you have to investigate money laundering. I'm not sure how committed Donald is to this important aspect of the war against fentanyl.
Presents unverified claim about Chuck Zito's views and Trump's commitment to fentanyl enforcement without evidence.
@victorthurse6027 Mar 4, 2025
Trudeau is speaking pro chiniese language.
Trudeau is speaking pro chiniese language.
Makes an unsubstantiated claim that Trudeau speaks pro-Chinese language without providing evidence or context.
@Hindustani1008 Mar 4, 2025
They only hire their own
They only hire their own
Comment makes a specific factual claim ('they only hire their own') without evidence, suggesting discriminatory hiring practices by an unspecified group.
mikeissweet Jan 27, 2026
It's all about money and career advancement. Not one of them cares about education or Canada
It's all about money and career advancement. Not one of them cares about education or Canada
Makes a sweeping unsubstantiated generalization about immigrant students' motivations and lack of care for Canada.
JDPeterson-s7v Sep 28, 2025
Maybe this is just a stock market manipulation
Maybe this is just a stock market manipulation
Presents a conspiracy theory claim about stock market manipulation without evidence.
@marksmall7790 Mar 4, 2025
Smuggler is not punjabi he is speaking in urdu because he is from pakistan he is liar
Smuggler is not punjabi he is speaking in urdu because he is from pakistan he is liar
Claims someone is lying about their identity/language origin, mixing factual dispute with identity-based framing.
Khalsasingh1256 Jan 28, 2026
Us been played by Israel not Russia ???
Us been played by Israel not Russia ???
Presents a specific geopolitical claim (US manipulated by Israel, not Russia) as fact without supporting evidence.
@ericfartman1663 Mar 5, 2025
Something fishy is behind all this movements, it’s like creating problems to come up with solutions that will benefit someone .
Something fishy is behind all this movements, it’s like creating problems to come up with solutions that will benefit someone .
Asserts a conspiracy theory about hidden agendas behind policy movements without providing evidence.
@8355069 Mar 4, 2025
Putin is loving this.
Putin is loving this.
Makes a speculative claim about Putin's emotional state/intentions without evidence, presented as fact.
@marcwilhite Mar 4, 2025
Trudeau and Putin commies alike and that is why president Trump deals with them the same way.\nTrump will always prevail, you know why, he's got God on his side.
Trudeau and Putin commies alike and that is why president Trump deals with them the same way.\nTrump will always prevail, you know why, he's got God on his side.
Unfounded assertion that Trudeau and Putin are communists, combined with religious/ideological framing of Trump.
@mikerigatos2939 Mar 4, 2025
All of the indian and middle eastern truck drivers that come from.Canada. these guys drive in the united states. And they are some of the worst truck drivers i've ever seen out here. They follow …
All of the indian and middle eastern truck drivers that come from.Canada. these guys drive in the united states. And they are some of the worst truck drivers i've ever seen out here. They follow too close. They run over curbs and hit poles.All the time. They never slow down to allow anyone to pass.
Makes specific unsubstantiated claims about Indian and Middle Eastern truck drivers' behavior without evidence.
Doofwarrior88 Jan 27, 2026
I mean he’s certainly well spoken Im sure we all can agree but factual….not so much. People do your research on Chinese Triad gang members buying up real estate in Vancouver to launder money from …
I mean he’s certainly well spoken Im sure we all can agree but factual….not so much. People do your research on Chinese Triad gang members buying up real estate in Vancouver to launder money from drug sales. There is no doubt a growing problem in Canada that is impacting the US. By the numbers Canada illegal border crossings and Fentanyl crossing volume might pale in comparison to Mexico but it’s important to note that it’s still a rising problem they’ve yet to fully understand. Look at how much of the Northern US border is unguarded compared to the southern border. This tariff war between the US and Canada is no doubt a problem but Canada is absolutely a part of the reason it exists. In the end please remember there’s always two sides to every story and mainstream media is anything but objective when it comes to how they cover them.
Presents specific factual claims about Chinese Triad money laundering, border crossings, and fentanyl volumes without evidence while critiquing media objectivity.
@Thecultureguy Mar 4, 2025
Trump is nothing less than an employee of Putin.
Trump is nothing less than an employee of Putin.
An unsubstantiated factual claim that Trump is controlled by Putin, presented without evidence.
@amb8761 Mar 4, 2025
I wonder if this is Elon's idea to make up for the taxes he wont be paying. I'm shocked that we are out of nowhere supporting Russia and targeting our allies instead
I wonder if this is Elon's idea to make up for the taxes he wont be paying. I'm shocked that we are out of nowhere supporting Russia and targeting our allies instead
Makes unsubstantiated claims about Elon Musk's tax avoidance and Canada supporting Russia without evidence.
@humanbean3 Mar 5, 2025
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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)