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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 34 of 162
Trump is a Russian asset.
Trump is a Russian asset.
Makes a specific factual assertion (Trump is a Russian asset) without evidence or substantiation.
@charlesallen1551 Mar 4, 2025
Missgendering someone in Canada can get you arrested. Canada is one step away from being communism.
Missgendering someone in Canada can get you arrested. Canada is one step away from being communism.
Makes a specific factual claim about arrest for misgendering without evidence, then frames Canada as approaching authoritarianism.
@DiscoBoogieNJ Mar 4, 2025
Did he say Africans from sub Sahara intelligence is bellow down syndrome, that's not true
Did he say Africans from sub Sahara intelligence is bellow down syndrome, that's not true
User disputes a false claim about African intelligence, countering misinformation with a moral appeal to accuracy.
wendiedruscilla7509 Jan 27, 2026
Hello Trudeau, We all know that Canadian government knew about fentanyl but was letting it flown into the US.
Hello Trudeau, We all know that Canadian government knew about fentanyl but was letting it flown into the US.
Presents specific factual allegation (Canadian government knowingly allowed fentanyl trafficking) without evidence as accusation.
@SadW99 Mar 4, 2025
I don't mind Indians, I live in the UK and it's not them that r**e anything with a hole, including men, if you look up the UK you can see for yourselves who the problems …
I don't mind Indians, I live in the UK and it's not them that r**e anything with a hole, including men, if you look up the UK you can see for yourselves who the problems are, I can't post it because they will delete my comment because they are a protected class.
Makes inflammatory and unsubstantiated claims about criminal behavior while invoking conspiracy about censorship of 'protected classes.'
Save-Your-Sanity Jan 27, 2026
Not so pity about the Fentanyl Canada is sending to the USA and killing millions. Now you get what you deserve and be quiet or else.. fix the border canac
Not so pity about the Fentanyl Canada is sending to the USA and killing millions. Now you get what you deserve and be quiet or else.. fix the border canac
Makes an unverified claim that Canada is sending fentanyl to the USA, framed as a factual assertion without evidence.
@ab687 Mar 4, 2025
5:28 maybe it’s because of I dunno they can’t afford higher levels of schooling Based on research, studies, and expert analysis, the lower average IQ scores reported for some African populations are largely attributed to …
5:28 maybe it’s because of I dunno they can’t afford higher levels of schooling Based on research, studies, and expert analysis, the lower average IQ scores reported for some African populations are largely attributed to environmental, developmental, and educational factors rather than an inherent genetic deficiency.😮😮😮
Presents debunked claims about genetic IQ differences while citing environmental factors, mixing legitimate research with pseudoscientific framing.
SamJames-r7c Feb 18, 2026
Sikhs dont workship monkey or cement cash collections for cash to run terrorist activities as Toronto Airport gold theft car thefts but india Killed over 50000 Sikh boys students and Sikh business men and Sikh …
Sikhs dont workship monkey or cement cash collections for cash to run terrorist activities as Toronto Airport gold theft car thefts but india Killed over 50000 Sikh boys students and Sikh business men and Sikh leaders ro stop independence of Sikh empire from indian and mughal Muslim occupation in Sikh country to leave al white race countries Sikhs have no problems leaving White race countries but cement cash collections terrorist wants to conquer now white race all countries
Contains incoherent, unsubstantiated claims mixing conspiracy theories, false accusations about Sikhs and India, and fabricated statistics without evidence.
thepunjabtimes29 Jan 27, 2026
Keep exposing them. This is probably a global NWO psi-op to make the USA a third world nation. EXPOSE them!
Keep exposing them. This is probably a global NWO psi-op to make the USA a third world nation. EXPOSE them!
Conspiracy theory claim about a 'New World Order' plot using immigration to destabilize nations, combined with calls to expose alleged deception.
motorizedlifting2534 Jan 27, 2026
If you aid or abet an illegal alien and they kill a United States citizen, you can be penalized up to and including THE DEATH PENALTY. 4more American citizens were killed in Indiana by an …
If you aid or abet an illegal alien and they kill a United States citizen, you can be penalized up to and including THE DEATH PENALTY. 4more American citizens were killed in Indiana by an illegal alien driving a tractor trailer. Public records and investigative reports have linked the driver and the truck to the following individuals and entities: Saipidin Tutashov: Listed as the primary officer of Sam Express Inc. (based in Palatine, Illinois). Investigative reports indicate the network is often referred to as the "Tutash" network. Mirlanbek Murzapazylov: Identified as the primary officer of KG Line Group Inc., another carrier in the same network that reportedly shares vehicle identification numbers (VINs) and equipment with Sam Express. Ruslanbek Olzhebaev: Listed as a registered agent for Sam Express Corp in California. Azamat Kenjebaev: Primary officer for Sangam Transport Inc., which is also allegedly part of the same "chameleon carrier" network.
Contains unverified claims about deaths, legal penalties, and a detailed conspiracy-like network narrative without credible sourcing; appears to conflate US and Canadian contexts.
scot6089 Feb 7, 2026
Trump is the EMEMY WITHIN. DESTROYING THE UNITED STATES OF AMERICA FROM THE INSDE. \n49 YEARS AGO RUSSIA CREATED A PLAN TO GET A MAN INTO THE WHITEHOUSE TO DIVIDE AND DESTROY THE UNITED STATES …
Trump is the EMEMY WITHIN. DESTROYING THE UNITED STATES OF AMERICA FROM THE INSDE. \n49 YEARS AGO RUSSIA CREATED A PLAN TO GET A MAN INTO THE WHITEHOUSE TO DIVIDE AND DESTROY THE UNITED STATES FROM WITHIN. RUSSIAS PLAN WORKED. RUSSIA FOUND THEIR MAN. THE ENTIRE WORLD KNOWS EXACTLY WHO THAT MAN IS.\nA SHOWBIZ LYING COWARD CON MAN CALLED DONALD TRUMP.
Presents a specific conspiratorial claim about a 49-year-old Russian plan to infiltrate the US presidency, presented as established fact without evidence.
@fryrospyro8797 Mar 4, 2025
every homeless person is white. nowhere to rent unless your indian. they are even racist against themselves.
every homeless person is white. nowhere to rent unless your indian. they are even racist against themselves.
Makes demonstrably false claims about homelessness demographics and housing discrimination without evidence.
dillis666 Jan 27, 2026
Canadian government workers are in on this scam!!!
Canadian government workers are in on this scam!!!
Commenter makes an unsubstantiated conspiracy claim about government workers without evidence.
Patrick420Canada Jan 27, 2026
We have indi.ans workers in tim hortons in canada here. They have offered 30k 17 year old canadian girls to marry for PR. These aninals are pigs
We have indi.ans workers in tim hortons in canada here. They have offered 30k 17 year old canadian girls to marry for PR. These aninals are pigs
Makes a fabricated claim about marriage-for-PR schemes while using dehumanizing language, combining false allegations with xenophobic framing.
JayJll-k1q Jan 27, 2026
If india had hundreds of millions of highly trained engineers and professionals, why does it still look like it does? Oh right, its a lie.
If india had hundreds of millions of highly trained engineers and professionals, why does it still look like it does? Oh right, its a lie.
Makes a false claim that Indian professionals' credentials are fabricated, using flawed logic to dismiss immigration claims.
Dominus_vobiscum__7 Jan 27, 2026
they shit on bus
they shit on bus
Crude, unsubstantiated claim about group behavior designed to demean and provoke alarm.
den-b3r Jan 27, 2026
exactly sCAmalis 60 iq is to retarted to hold a job thayT why most scaMolians ARE ON SDI ALL FOR THEIR IQ
exactly sCAmalis 60 iq is to retarted to hold a job thayT why most scaMolians ARE ON SDI ALL FOR THEIR IQ
Makes demonstrably false claims about IQ and disability status tied to a specific ethnic group, combining fabricated statistics with dehumanizing language.
ann-uc2zx Jan 27, 2026
Man i have too much to say thisbis like the fucking most superficial video you barely touched on the resl issues. Come to bC
Man i have too much to say thisbis like the fucking most superficial video you barely touched on the resl issues. Come to bC
Claims to have been fired for stating a false racial pseudoscience claim (IQ differences by ethnicity), promoting discredited racist ideology.
Honeyddripdiddler Jan 27, 2026
Sundar saar delet dis you blady bastard i'm american from texas state and this video is racist and antisemitic
Sundar saar delet dis you blady bastard i'm american from texas state and this video is racist and antisemitic
Makes false accusations of racism and antisemitism without evidence, appearing to be trolling or bad-faith criticism.
FirstRanked-j7r Jan 27, 2026
The Canadian government is backed by China, folks. They took a great hold on the Canadian government back in COVID times.
The Canadian government is backed by China, folks. They took a great hold on the Canadian government back in COVID times.
Makes unsubstantiated claim that Chinese government controls Canadian government without evidence.
@grantchoitz1420 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)