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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 80 of 162
Hindu sabha is radical Brahmin organization unlike other they are casteist and don't want to assimilate at all they hate white people
Hindu sabha is radical Brahmin organization unlike other they are casteist and don't want to assimilate at all they hate white people
Presents unverified claims about Hindu Sabha's ideology, caste discrimination, and alleged hatred toward white people without evidence.
podcatchannels2292 Sep 20, 2025
224 $ a day at the click of a button no questions asked more than most canadians working make elbows up
224 $ a day at the click of a button no questions asked more than most canadians working make elbows up
Presents a specific factual claim about daily welfare payments without evidence, framed as economic comparison.
TreeSharks Nov 23, 2025
WHY WOULD JUSTIN TRUDEAU ALLOW DEVIL WORSHIPPERS INTO THIS GREAT NATION BY THE DROVES. HIS GOAL WAS TO DESTROY CANADA AND HE HAS SUCCEEDED IN THIS GOAL
WHY WOULD JUSTIN TRUDEAU ALLOW DEVIL WORSHIPPERS INTO THIS GREAT NATION BY THE DROVES. HIS GOAL WAS TO DESTROY CANADA AND HE HAS SUCCEEDED IN THIS GOAL
Makes unfounded factual claims about Trudeau's intentions and immigrant characteristics without evidence, combined with alarmism.
jamesdylan3178 Sep 19, 2025
I thought these people was peaceful thats the propaganda the system has painted about these people the truth is something else they are very rude and not good neighbors
I thought these people was peaceful thats the propaganda the system has painted about these people the truth is something else they are very rude and not good neighbors
Makes unsupported generalizations about a group's behavior and character, contrasting claimed propaganda with anecdotal 'truth'.
AH031 Jan 27, 2026
This is Trump killing the stock so he can buy low and sell high IF he leaves office. The only president to not divest and place assets in holdings. He plans to make money.\nAnd if …
This is Trump killing the stock so he can buy low and sell high IF he leaves office. The only president to not divest and place assets in holdings. He plans to make money.\nAnd if Polievre wins elections, he is a Trumpster, and would likely toss Canada over as the 51st state.
Makes specific factual claims about Trump's financial motives and Poilievre's intentions without evidence, presented as conspiracy-like assertions.
@Jayce-t4k Mar 4, 2025
Did you guys know that even terrorist want Trump to win?????? They too know he will destroy USA.
Did you guys know that even terrorist want Trump to win?????? They too know he will destroy USA.
Makes an unsubstantiated claim that terrorists want Trump to win, presented as factual assertion without evidence.
@riwm45 Mar 4, 2025
Maybe if Trudeau gave that 3 billion to the states and pay down canadas debt, instead of laundering it through Ukrain we wouldn't be talking about this today
Maybe if Trudeau gave that 3 billion to the states and pay down canadas debt, instead of laundering it through Ukrain we wouldn't be talking about this today
Makes specific factual claim about Trudeau 'laundering' money through Ukraine without evidence, framed as policy criticism.
@stevepearson-g2r Mar 4, 2025
Trudeau Has Launched A Opium War On US In Partnership With UK Labour Controlled City Of London , Killing Thousands Of Americans .
Trudeau Has Launched A Opium War On US In Partnership With UK Labour Controlled City Of London , Killing Thousands Of Americans .
Presents a specific conspiratorial claim (Trudeau launching an 'Opium War' with UK) without evidence, alleging harm to Americans.
@manishnag5016 Mar 5, 2025
No one is eating poop in india no body in india knows aout the fuck he is talking about
No one is eating poop in india no body in india knows aout the fuck he is talking about
Defends against a false stereotype with emphatic denial, though the response itself may be sarcastic or defensive.
soumikdas2srl-338 Feb 4, 2026
Trump is a literary an Russian agent that works for Putin imbedded in American politics!!! \n\nHe is literally trying to destroy America and it's relationship to Americas allies! \n\nHow can russia destroy the undistructable America …
Trump is a literary an Russian agent that works for Putin imbedded in American politics!!! \n\nHe is literally trying to destroy America and it's relationship to Americas allies! \n\nHow can russia destroy the undistructable America ?? \n Simple destroy it from within!! \n\nThis conspiracy theory somehow makes more sense than Trump's fentanylls bs reasoning for putting tarrifs to our closest allies!! \n\nThis tarrifs just proves that Donald Trump is a traitor to America
Makes unsubstantiated claims about Trump being a Russian agent and conspiracy theories without evidence.
@baldog071681 Mar 4, 2025
Lena was placed there on purpose. The Liberals want chaos
Lena was placed there on purpose. The Liberals want chaos
Makes an unsubstantiated conspiracy claim that a minister was 'placed there on purpose' to create chaos.
storeymark Feb 26, 2026
Well, Well, Well. Now itcomes out that China is interfering in the state of Canada's elections. Corruption abounds
Well, Well, Well. Now itcomes out that China is interfering in the state of Canada's elections. Corruption abounds
Asserts a specific factual claim about Chinese interference in Canadian elections without evidence, framed as newly revealed corruption.
@trextrextrex Mar 4, 2025
I can smell it
I can smell it
Dehumanizing sensory stereotype presented as crude humor, relying on ethnic prejudice rather than substantive argument.
lukekauffman9603 Feb 3, 2026
Canada will become a 51st state. So all this is irrelevant.
Canada will become a 51st state. So all this is irrelevant.
Makes a speculative factual claim that Canada will become a US state without evidence, presented as inevitable.
@doctornesneb3955 Mar 4, 2025
I know why an American youtuber is making this video it's all geopolitics. Listen , Canada wants to be an independent country, with a slogan like “Buy Canadian, Build Canadian.” For that, it needs talent …
I know why an American youtuber is making this video it's all geopolitics. Listen , Canada wants to be an independent country, with a slogan like “Buy Canadian, Build Canadian.” For that, it needs talent from Europe and Asia as well. But the USA doesn’t want this to happen, so these propaganda channels are becoming active. Look at the timing of this video. Keep in mind that the most brilliant minds from Asia, Europe, and even your own country are working for Canada that’s why companies are recruiting them so assuming they have no civic sense doesn't make sense . At the same time, you must be able to identify the moles among them. Trudeau has already given authority to an alleged Indian terrorist within his regime. A wise decision is needed for your country's growth
Presents conspiracy theory about geopolitical propaganda and makes unsubstantiated claims about government officials.
Satyam00p1z Jan 28, 2026
Thwy poop on the riverbank in komoka provincial park outside london ontario. I grew up walking there with my family. It was ny favourite spot to unwind. They poop all over it.
Thwy poop on the riverbank in komoka provincial park outside london ontario. I grew up walking there with my family. It was ny favourite spot to unwind. They poop all over it.
Presents a specific unsubstantiated claim about immigrant behavior at a named location, framed as personal observation.
Gibraltinator Jan 27, 2026
We know what liberal and carney will do before they do it We know these scammers they working with the police This is why we have a surprise for them very soon ❤😘
We know what liberal and carney will do before they do it We know these scammers they working with the police This is why we have a surprise for them very soon ❤😘
Makes unsubstantiated conspiracy claims about government officials and police collaboration with scammers, coupled with a vague threat ('surprise for them'), spreading false narratives.
Viper19842 Feb 24, 2026
For decade these liberals has with their wokist idiots ideology have destroyed our army. They have gave to Ukraine most of our equipment and $24 billions of dollars of taxes money. Without any referendum or …
For decade these liberals has with their wokist idiots ideology have destroyed our army. They have gave to Ukraine most of our equipment and $24 billions of dollars of taxes money. Without any referendum or accountability or traceability. Zenlesky is under scrutiny for fraud bot still because Russia took over Brookfield nuclear power, they are loosing money so Carney doesn't want to lose his investments. This con carneychio sneaky snake grifter is using our taxes money for his own personal gain with profits to Brookfield. This needs to stop. Ethics commissioner ain't serving Canadian.
Complex conspiracy theory mixing unsubstantiated claims about government corruption, Ukraine aid, and personal financial conflicts.
Lol-bp1yd Feb 26, 2026
Canada has not only allowed the China regime in but King Carney has gone to China to swing deals with China to take over Canada! WTF???
Canada has not only allowed the China regime in but King Carney has gone to China to swing deals with China to take over Canada! WTF???
The comment makes unsubstantiated conspiracy claims about China 'taking over Canada' through government officials, lacking factual evidence.
BigJustice-j2z Feb 27, 2026
Roca. Milton ON is becoming a muslim community. No homeless no red neck in Milton ON. Some pointers Pakistani consulate at 810 Nipissing Road. Ask them who they help to bring from pakistan. Also, check …
Roca. Milton ON is becoming a muslim community. No homeless no red neck in Milton ON. Some pointers Pakistani consulate at 810 Nipissing Road. Ask them who they help to bring from pakistan. Also, check out the islamic community center located at 8069 Equesing Line Milton. There they are advocating jihad, and destruction of western culture and implementation of sharia law. You can get into the building pretending that you are a Uber driver.
Makes specific factual claims about community demographics, consulate activities, and alleged advocacy for jihad without evidence, presented as investigative findings.
lucianbadescu4341 Sep 24, 2025
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Discourse Taxonomy

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Category Distribution

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Classifier Confidence

Distribution of confidence scores across all labeled comments

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)