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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 113 of 162
So sad Trump has chosen Putin
So sad Trump has chosen Putin
Unsubstantiated claim that Trump has chosen Putin, presented as factual assertion without evidence.
@jordan5469 Mar 4, 2025
Now why are africans catching strays and being shot while we're talking of indians; their intelligence level is below down syndrome??? that's crazy
Now why are africans catching strays and being shot while we're talking of indians; their intelligence level is below down syndrome??? that's crazy
Makes fabricated claims about intelligence levels of specific ethnic groups presented as fact.
kingfisher-g1c Jan 27, 2026
No one in India eat cow poop that's old man is lier thats the only one person in village of gaumatipura in the video of cow poop festival
No one in India eat cow poop that's old man is lier thats the only one person in village of gaumatipura in the video of cow poop festival
Disputes a specific factual claim about cow dung consumption practices with a counter-claim about a single village incident.
DeepakKumar-tp5sz Jan 27, 2026
I believe there is at least half a million people from India in Canada maybe 90% of those have already overstayed their welcome in Canada and they're getting away with it they go to work …
I believe there is at least half a million people from India in Canada maybe 90% of those have already overstayed their welcome in Canada and they're getting away with it they go to work for Indian trucking companies that paid them as contractors so the company pays them as contractors and it's up to that employee whether or not they file their taxes while they can't even they don't even have a social insurance number
Makes unsubstantiated claims about Indian immigrants overstaying visas and tax evasion, presenting speculation as fact without evidence.
@bergenjohan1920 Feb 19, 2026
Trump is breaking his own trade deal his administration previously negotiated! Someone is on the Russian payroll here and it’s pretty obvious who!
Trump is breaking his own trade deal his administration previously negotiated! Someone is on the Russian payroll here and it’s pretty obvious who!
Makes specific factual claim about Trump breaking trade deals and unsubstantiated allegation about Russian payroll without evidence.
@PhilLevesque-g6u Mar 4, 2025
Suspended with pay. Dont worry the bad news will disappear i spring when comsumer season starts
Suspended with pay. Dont worry the bad news will disappear i spring when comsumer season starts
Speculates about media suppression and institutional cover-ups without evidence, suggesting conspiratorial thinking.
@emporergrimes Feb 19, 2026
The cops. Are. Corrupt The government's been committing. TREASON... 🤬🙈⚖️💵🕳️
The cops. Are. Corrupt The government's been committing. TREASON... 🤬🙈⚖️💵🕳️
Makes inflammatory accusations of government treason and police corruption without evidence, using symbolic language.
@Laura-he4ds Feb 19, 2026
??? Canada is hurting ..De dollarisation script in play..US doesn’t have extra money at all
??? Canada is hurting ..De dollarisation script in play..US doesn’t have extra money at all
Makes unsubstantiated claims about de-dollarization and U.S. financial capacity without evidence.
@AshishBagade-hv4el Mar 4, 2025
Trump just wants our resources. It never had anything to do with border security. It has been all BS since day one.
Trump just wants our resources. It never had anything to do with border security. It has been all BS since day one.
Makes an unsubstantiated claim about Trump's true motivations while comparing US and Canadian positions.
@scress23 Mar 4, 2025
Open borders still exist.
Open borders still exist.
Makes a specific factual assertion ('open borders still exist') without evidence, presented as a claim about current policy.
suzanchizen575 Dec 24, 2025
The Russian asset = Trump. Putin wishes to weaken the US, and Trump follows his orders! China and Russia are so happy!
The Russian asset = Trump. Putin wishes to weaken the US, and Trump follows his orders! China and Russia are so happy!
Makes specific factual claims about Trump being a Russian asset and following Putin's orders without evidence, presented as conspiracy theory.
@jonam7589 Mar 4, 2025
over 60% of canadians wanted trudeau to step down.. he did.
over 60% of canadians wanted trudeau to step down.. he did.
Presents a specific statistic ('over 60% of canadians') without evidence or source attribution.
@beegreensgreens Mar 4, 2025
Индия дермо канада дермо америка дермо вас надо всех раз бомбить чтоб воздух в планете чииши стало и еврейв тоже
Индия дермо канада дермо америка дермо вас надо всех раз бомбить чтоб воздух в планете чииши стало и еврейв тоже
Contains inflammatory, incoherent statements with hateful rhetoric and conspiracy-like language that appears to be misinformation or extremist content.
варабек Feb 22, 2026
You wont see or hear for them because Trump and JD are hiding now !
You wont see or hear for them because Trump and JD are hiding now !
Makes a specific factual assertion about Trump and JD hiding without evidence, presented as conspiracy-like claim.
@michelehansen1653 Mar 4, 2025
Tredeau and Zelenski are brothers. They both need US dollars to exist. If we quit feeding them will they go away??
Tredeau and Zelenski are brothers. They both need US dollars to exist. If we quit feeding them will they go away??
Makes unsubstantiated claims about Trudeau and Zelenski's financial dependence on US dollars, framed as a rhetorical question.
@ZachG0311 Mar 4, 2025
The thing about it is.. Is all this really real or not? I feel like it's all a conspiracy
The thing about it is.. Is all this really real or not? I feel like it's all a conspiracy
Suggests current events may be fabricated or part of a conspiracy without providing evidence or specifics.
@ninobrown3394 Mar 4, 2025
Piss off CNN. We all understand that you’d prefer we heel and be happy under the rule of someone like Trudeau but that’s not reality in America. No matter how badly you’d like it to …
Piss off CNN. We all understand that you’d prefer we heel and be happy under the rule of someone like Trudeau but that’s not reality in America. No matter how badly you’d like it to be and no matter how hard you pull the strings to make it so
Makes unsubstantiated claims about CNN's preferences and alleged string-pulling while criticizing Trudeau's influence.
@TommyGunn-i5g Mar 4, 2025
What about governments biggest terrorise yhat walk the planet. Legal pharma poisons oh and just so you havnt forgot covid murderers
What about governments biggest terrorise yhat walk the planet. Legal pharma poisons oh and just so you havnt forgot covid murderers
Makes unsubstantiated claims about government and pharmaceutical harm without evidence, framed as conspiracy allegations.
@woodnugget1301 Mar 4, 2025
Through Canada to USA comes tons of drug's, look at Vancouver and Toronto, USA not only gets goods from Canada we get illegal immigrants and drug's. Canada has dirty oil, that USA has to refine …
Through Canada to USA comes tons of drug's, look at Vancouver and Toronto, USA not only gets goods from Canada we get illegal immigrants and drug's. Canada has dirty oil, that USA has to refine to use. Shame both countries can't work together and be strong. Ukraine Zelensky just wants money, don't care about his people, and will cause WWW111 if countries keep giving to him.
Makes specific factual claims about drug trafficking and illegal immigration without evidence, mixed with economic arguments.
@Coffee240 Mar 4, 2025
Trudumb, a friend dose not take and never return generosity. The current administration is just demonstrating how much of the American tax dollars go to Canada. About $300B, sounds like you all get more than …
Trudumb, a friend dose not take and never return generosity. The current administration is just demonstrating how much of the American tax dollars go to Canada. About $300B, sounds like you all get more than any US state. \n\nFYI: Canada has the best fence in the world…it’s called the United States of America!!!
Makes specific unsupported claim about $300B in US tax dollars going to Canada without evidence, while also comparing nations and asserting identity through nationalist humor.
@bradb799 Mar 4, 2025
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Category Distribution

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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)