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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 100 of 162
100 K of Indian ppl with fake certificates were caught in Australia 😂
100 K of Indian ppl with fake certificates were caught in Australia 😂
Unverified claim about fake certificates with laughing emoji; likely exaggerated or false statistic presented as fact.
Amjan-b7g Jan 27, 2026
Justin Trudeau is a parasite...he caused 86% food inflation, causing millions of Canadians to have to rely on food banks, while Trudeau spent $81k of Canadian taxpayers dollars on groceries for himself this year alone...Trudeau …
Justin Trudeau is a parasite...he caused 86% food inflation, causing millions of Canadians to have to rely on food banks, while Trudeau spent $81k of Canadian taxpayers dollars on groceries for himself this year alone...Trudeau underfunded Canada in relation to NATO, underfunded Canada in relation to NORAD, ticked off Trump by being rude to him in the past so that now Trump launches an economic trade war against Canada cause he just wants to hurt Canada to hurt Trudeau. Yes, Trump is an absolute economic imbecile as this trade war will cause Great Depression 2 in America and Canada (unless he invades which I think he will in some years) but the thing I hate the most about this is that Trump makes Trudeau look like the good guy in all this when Trudeau ruined Canada beforehand...all Trump needed to do was SHUT UP and let the Canadian perpetual liar LEAVE office...now we all pay the price for Trump's hatred of Justin Trudeau :(
Contains multiple specific factual claims (86% food inflation, $81k grocery spending, NATO/NORAD funding) presented without evidence, alongside economic and policy critique.
@thisspacenotforrent Mar 4, 2025
Trafficker is not only bad in english but also has low iq, with your voice (Tylers) clearly says your are American, he is total dumb not thinking its a trap. Lol, Canadian punjabi's lol
Trafficker is not only bad in english but also has low iq, with your voice (Tylers) clearly says your are American, he is total dumb not thinking its a trap. Lol, Canadian punjabi's lol
Makes derogatory claims about intelligence and nationality while containing incoherent accusations, mixing false generalizations with identity-based attacks.
Srinivas-vf6lz Jan 28, 2026
@3:51 companies actual get subsidized for hiring immigrants. My aunty actually wrote her name down on her resume as Indian sounding and she got an interview right away! lol
@3:51 companies actual get subsidized for hiring immigrants. My aunty actually wrote her name down on her resume as Indian sounding and she got an interview right away! lol
Presents an anecdotal story as evidence of hiring discrimination/subsidies, mixing personal narrative with an unverified claim about corporate hiring practices.
leifrace1496 Jan 27, 2026
This is a clear indication that the US is partnering with Russia and is now part of the Evil Empire. I guess Americans need to start learning Russian now.
This is a clear indication that the US is partnering with Russia and is now part of the Evil Empire. I guess Americans need to start learning Russian now.
Makes unsubstantiated claims about US-Russia partnership and alignment with evil, presented as factual assertion.
@123jpoon Mar 4, 2025
Its not the government that “allows” it, its the bankers
Its not the government that “allows” it, its the bankers
Conspiracy theory claiming bankers rather than government control immigration policy, a common unfounded claim.
yknows3158 Jan 28, 2026
The whole New World Order thing seems to becoming reality. Trump is aligning with Russia and enemy countries while simultaneously sabotaging ours. They want to take over the world. It’s scary.
The whole New World Order thing seems to becoming reality. Trump is aligning with Russia and enemy countries while simultaneously sabotaging ours. They want to take over the world. It’s scary.
Presents conspiracy theory claims about New World Order and Trump-Russia alignment without evidence, combined with expressions of fear.
@x.x.cam.x.x Mar 4, 2025
The Canadian politician and official became part of khalistani scam to rob Canada blind on refugee support. People from Punjab spend a lot of money to agents to handle bribes and cost.
The Canadian politician and official became part of khalistani scam to rob Canada blind on refugee support. People from Punjab spend a lot of money to agents to handle bribes and cost.
Makes unsubstantiated claims about corruption involving Punjabi immigrants and government officials without evidence.
kousiksarkar9627 Jan 28, 2026
For anyone who doesn't know this already Taqiyya (or taqiyyah) is an Islamic legal, primarily Shia, concept allowing Muslims to conceal their faith or outwardly conform to a different religion when under threat of severe …
For anyone who doesn't know this already Taqiyya (or taqiyyah) is an Islamic legal, primarily Shia, concept allowing Muslims to conceal their faith or outwardly conform to a different religion when under threat of severe persecution, injury, or death
Presents a selective and misleading definition of Taqiyya designed to suggest Muslims inherently practice religious deception, a common anti-Muslim conspiracy trope.
14BritainXIV Jan 28, 2026
There is something else going on here with Trump. Something much more sinister .... starting house own bitcoin and dumping them at top dollar, destabilising stocks (no doubt lots of people with inside knowledge short …
There is something else going on here with Trump. Something much more sinister .... starting house own bitcoin and dumping them at top dollar, destabilising stocks (no doubt lots of people with inside knowledge short selling stocks). Where are the checks and balances to ensure a president isn't being unlawful or in the pocket of a Russian?
Makes specific factual allegations about Trump's financial misconduct and insider trading without evidence, combined with security/corruption concerns.
@PhilHaddon Mar 4, 2025
Jan 2025\n\n1. Schedule F grants Trump power to replace federal employess with loyalists.\n2. Musk does Nazi salute at inaguration.\n3. Bill proposed to allow Trump a 3rd term but not Obama.\n4. General Inspector Watch Dogs all …
Jan 2025\n\n1. Schedule F grants Trump power to replace federal employess with loyalists.\n2. Musk does Nazi salute at inaguration.\n3. Bill proposed to allow Trump a 3rd term but not Obama.\n4. General Inspector Watch Dogs all fired from White House. [No one to monitor coruption]\n5. Musk continues to fund and speaks at ADF rally.\n\nFeb 2025\n\n1. Trump states Ukraine started war with Russia.\n2. 21 Doge employees resign refusing to dismantal gov as directed n put citizen data at risk.\n3. EU chief declares US is no longer leader of the free world.\n\nMar 2025\n\n1. Trump pauses military aide for ukraine.
Lists specific factual claims about Trump administration actions (Schedule F, Nazi salute, firing inspectors) presented without evidence or sources, combined with alarmist framing about corruption and dismantling government.
@misterriktus151 Mar 4, 2025
Ok one thing, you do NOT want Indians working construction... For the rest yeah all good, they obviously want to get into the USA.
Ok one thing, you do NOT want Indians working construction... For the rest yeah all good, they obviously want to get into the USA.
Makes a stereotypical generalization about Indian workers' competence while acknowledging broader immigration concerns.
wilMar7218 Jan 27, 2026
the guy on the bike is full of shit. you're far more likely to be raped in Canada by a cacausian male than an African. the africans are trying to be on good behaviour so …
the guy on the bike is full of shit. you're far more likely to be raped in Canada by a cacausian male than an African. the africans are trying to be on good behaviour so that they can keep their visas. duh. And re: the number of Tims employees who are white: how many white Gen-Z Canadians do you see hoping to get a job at Tims vs. the number you can see who spend their entire day on their phones in their parents' basement?
Makes unsubstantiated statistical claims about rape rates and racial groups to counter perceived bias.
jclarke18 Jan 28, 2026
Why are those 2 people standing behind him trying not to smile when Trudeau is making up that Trump wants a trade war and he's siding with Putin? This guy is trying to start problems …
Why are those 2 people standing behind him trying not to smile when Trudeau is making up that Trump wants a trade war and he's siding with Putin? This guy is trying to start problems and spreading lies to keep the division going!!! That is the whole plan with this whole Ukraine deal!!! Stop funding the wars and we could all move forward not with this BS!!!
Makes unsubstantiated claims about Trudeau spreading lies and a hidden agenda involving Ukraine funding, framed as conspiracy.
@JoseLopez-md6lx Mar 4, 2025
Its has to do with Elon Musk and wanting everybody’s minerals,power and greed !!!!
Its has to do with Elon Musk and wanting everybody’s minerals,power and greed !!!!
Makes an unsubstantiated claim linking Elon Musk to resource extraction and greed without evidence, framed as a conspiracy theory.
@helenerichard4800 Mar 4, 2025
jews love the indians
jews love the indians
Makes an unsubstantiated conspiratorial claim linking Jewish and Indian communities without evidence or context.
shooting_star.. Jan 28, 2026
Our president is acting like an undeclared foreign agent. His actions make sense when you think about his trying to destroy America.
Our president is acting like an undeclared foreign agent. His actions make sense when you think about his trying to destroy America.
Makes unsubstantiated claim that president is acting as foreign agent with intent to destroy America.
@marklutz5837 Mar 4, 2025
Trump wants to emulate Putin. Trump has already said America won’t have election again.
Trump wants to emulate Putin. Trump has already said America won’t have election again.
Makes specific factual claims about Trump's intentions (emulating Putin, eliminating elections) presented without evidence.
@wetbadger2 Mar 4, 2025
Lol you would literally have a better chance just walking in the woods yourself and crossing. There isnt a fence near maine or vermont. U can just do it
Lol you would literally have a better chance just walking in the woods yourself and crossing. There isnt a fence near maine or vermont. U can just do it
Provides false information about border security vulnerabilities as a statement of fact.
MrJol420 Jan 28, 2026
I try to avoid Tim Hortons now... I'm certain they stir my black coffee with their hands now... Yesterday it had a salty curry aftertaste.
I try to avoid Tim Hortons now... I'm certain they stir my black coffee with their hands now... Yesterday it had a salty curry aftertaste.
Makes an unsubstantiated claim about Tim Hortons practices based on anecdotal experience, presenting speculation as fact.
hugovai89 Jan 28, 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)