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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 68 of 162
Truduea is a lier and the United States has protected Canada and kept them going for years. Tariffs is what they need to straighten them out .
Truduea is a lier and the United States has protected Canada and kept them going for years. Tariffs is what they need to straighten them out .
Makes specific factual claims about US protection and Canada's dependence without evidence, combined with policy criticism.
@barrydismukes7601 Mar 4, 2025
Shame on you, CNN! Taking the side of a dictator wanna be when Canada and Mexico is trying to work with our lousy president! Shame on you! Wake up people! Trump is Putin’s puppet. He …
Shame on you, CNN! Taking the side of a dictator wanna be when Canada and Mexico is trying to work with our lousy president! Shame on you! Wake up people! Trump is Putin’s puppet. He is selling out the United States for God sake wake up!
Asserts Trump is Putin's puppet and selling out the US without evidence, while calling others to wake up and take notice.
@Deedee-f9k5u Mar 4, 2025
One thing people should take note of is how only India or Pakistan work in a place . White people are worried about racism when they are looking at it in those stores as those …
One thing people should take note of is how only India or Pakistan work in a place . White people are worried about racism when they are looking at it in those stores as those Indians are only hiring their own. Happens everywhere in the west
Presents specific factual claims about hiring discrimination and in-group employment without evidence, framed as widespread pattern.
Siris101 Jan 27, 2026
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
There are way more than 800,000 people actually living in Brampton. Even local politicians acknowledge this. The censuses obviously don't count people here living illegally in lofts above their workplaces, nor do they count the …
There are way more than 800,000 people actually living in Brampton. Even local politicians acknowledge this. The censuses obviously don't count people here living illegally in lofts above their workplaces, nor do they count the thousands upon thousands of people living packed into illegal basement apartments and officially empty "investment properties." Why do you think covid lasted longer in Brampton than anywhere else in Canada and commuting in this city is impossible
Makes specific factual claims about undercounted populations, illegal housing, and COVID patterns without providing evidence.
GemminaDonati Dec 16, 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
they did big things together at Jeffrey Epstein‘s island 7:26
they did big things together at Jeffrey Epstein‘s island 7:26
Makes an unsubstantiated conspiracy theory claim linking political figures to Jeffrey Epstein without evidence.
@pnwdissident Mar 4, 2025
Our wannabe dictator in chief admires Hitler according to one of his previous wives… he loves Kim and Putin, and others. Now he is floating the idea of taking over other countries and has renamed …
Our wannabe dictator in chief admires Hitler according to one of his previous wives… he loves Kim and Putin, and others. Now he is floating the idea of taking over other countries and has renamed the Gulf of Mexico!
Makes specific factual claims about Trump's admiration for dictators and territorial ambitions presented without evidence.
@4NES_pronounced_Finesse 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
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm …
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm sure there are immigrants working in the government that are making sure these immigrants are let in. My 21 year old son can't get a job, why? Because he's not Indian, or Phillipino. Enough is enough!!!
Presents unsubstantiated claims about immigrants exploiting welfare programs and conspiracy theories about ethnic hiring discrimination.
JoAnneDSimmonds Sep 15, 2025
He forgot to mention that what has really happened is that the U.S. has surrendered to Russia...
He forgot to mention that what has really happened is that the U.S. has surrendered to Russia...
Makes a specific factual claim about U.S. surrender to Russia without evidence, presented as an unstated fact.
@awesomevideochannel75 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
I'm not with trump but listen to professor Sachs speech in the European parliament. This war was planned and financed by the USA. It all started in the 1990s.its a game that the elite and …
I'm not with trump but listen to professor Sachs speech in the European parliament. This war was planned and financed by the USA. It all started in the 1990s.its a game that the elite and the MIC play . Who owns most of the mic, BlackRock. Who has the contract to rebuild Ukraine, BlackRock. Who will mine Ukraine resources, BlackRock. Welcome to the game\n We are nothing more than porns. In all the movies growing up who are the villains? Russia, China, Middle East terrorist. One guess who the heroes are. Yep the USA propaganda feed to the masses through entertainment.
Multiple unverified conspiracy claims about U.S. planning wars, BlackRock's control, and media propaganda, presented as fact without evidence.
@ijatpingrhyb Mar 4, 2025
This was done deliberately, the government knew this would happen! Now they have a ready made excuse for allowing everyone to stay. “We’re really backlogged so in order to facilitate new applications we’re going to …
This was done deliberately, the government knew this would happen! Now they have a ready made excuse for allowing everyone to stay. “We’re really backlogged so in order to facilitate new applications we’re going to rubber stamp all the old ones, dam covid really made a mess of things didn’t it” Liberal Government
Asserts unsubstantiated conspiracy theory that government deliberately created backlog to justify rubber-stamping applications.
pauloantunes8372 Jan 19, 2026
Under 70 iq 😅
Under 70 iq 😅
Makes a dehumanizing false claim about intelligence levels of a group, using pseudoscientific IQ framing.
josefsacala855 Jan 30, 2026
Looks nice though, the problem is white guys use condom and they don't
Looks nice though, the problem is white guys use condom and they don't
Makes an unsubstantiated demographic claim comparing reproductive behavior across racial/ethnic groups.
sabareesan7708 Nov 24, 2025
How to ruin any country? Let indians come
How to ruin any country? Let indians come
Makes a xenophobic generalization blaming a specific ethnic group for national decline without evidence.
abbs4552 Jan 30, 2026
I know 8 indians that workout at Planet Fitness that have expired visa and won't leave the country, Trudeau caused all of this...
I know 8 indians that workout at Planet Fitness that have expired visa and won't leave the country, Trudeau caused all of this...
Presents a specific anecdotal claim about visa overstays without evidence and attributes systemic blame to Trudeau, mixing personal observation with unsubstantiated causal assertion.
Canerican_2026 Jan 20, 2026
trump is just trying to trash the canadian economy so he can make it the 51st state....he trying to be like his hero named putin
trump is just trying to trash the canadian economy so he can make it the 51st state....he trying to be like his hero named putin
Makes unsubstantiated claims about Trump's intentions to make Canada the 51st state and compares him to Putin without evidence.
@lonewolf6805 Mar 4, 2025
Liberals are trying to change Canada's population into a grocery store employee Workforce for the world economic forum
Liberals are trying to change Canada's population into a grocery store employee Workforce for the world economic forum
Makes a specific conspiratorial claim about Liberal intent to deliberately reshape Canada's workforce for the World Economic Forum without evidence.
acepath3001 Nov 21, 2025
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Category Distribution

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Classifier Confidence

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Discourse Over Time

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Category Co-occurrence

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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)