Research Tools
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
I think you r well enjoying funds received from a specific country/group to make these kind of content..it is clear from your last two videos ..on j$ws and now ind$ans 😮
I think you r well enjoying funds received from a specific country/group to make these kind of content..it is clear from your last two videos ..on j$ws and now ind$ans 😮
Alleges the creator is funded by specific groups to produce biased content targeting particular nationalities/religions without evidence.
Unverified Claim
0.88
RohitKumar-ci3jc
Jan 27, 2026
🏡Indian real estate agents - 🚩please explain why almost all listings on RealtorD0Tca for Toronto, Canada are under Indian Real estate agents? They try to take over all real estate. They get a lot of …
🏡Indian real estate agents - 🚩please explain why almost all listings on RealtorD0Tca for Toronto, Canada are under Indian Real estate agents? They try to take over all real estate. They get a lot of homes through mortgage fraud (watch the CDC report), to rent out as rooming houses, and they are a big reason for the housing shortage.
Please do not buy from them if they are the selling agent. They are known to put harmful hidden clauses in the documents to get more money out of you than the list price, then you find out after the sale closes. They did this to one lady who bought her first home, and when the details were revealed AFTER closing, she had to file for BANKRUPTCY to clear her name and start her financial life again.
DO NOT do the deal if they are the selling agent, and NEVER sign any paperwork they give you. We call it P----i paperwork. Do not sign it. Period. If they are the selling agent, walk away. Please spread the word.
Their behavior is an ORGANIZED assault on the Canadian real estate and financial system, and it demands Canadians to deliver an organized response in rejection of this behavior. Boycott.
Presents unverified claims about mortgage fraud, hidden contract clauses, and organized conspiracy, then calls for boycott based on ethnic targeting.
Neonene11
Jan 29, 2026
TRUDEAU, SON OF FIDEL CASTRO..
TRUDEAU, SON OF FIDEL CASTRO..
Presents a specific factual claim (Trudeau is Castro's son) without evidence; this is a well-known conspiracy theory presented as fact.
Unverified Claim
0.88
@MechanicClaude
Mar 4, 2025
Answers canadians knew even not working for Immigration department......students from India are the largest visa fraudsters.....no wonder our kids can't find even a minimum wage summer job....if they say 40+k non compliant you know that …
Answers canadians knew even not working for Immigration department......students from India are the largest visa fraudsters.....no wonder our kids can't find even a minimum wage summer job....if they say 40+k non compliant you know that the real number is 3 times that over 100K.....as a matter how to find them.....start with Brampton, Ontario.
Makes specific factual claims without evidence (visa fraud rates, job displacement, inflated statistics) presented as established fact.
spy1309
Oct 3, 2025
They love to poo in public and group bathe in lakes as if it is the Ganges river in India. They are also extremely arrogant and have strong body odor. The ones that have been …
They love to poo in public and group bathe in lakes as if it is the Ganges river in India. They are also extremely arrogant and have strong body odor. The ones that have been in Canada for a long time think they are honorary Whites too. 😆
Relies on racist stereotypes and fabricated generalizations about a specific ethnic group's behavior and assimilation.
FunkyChild718
Feb 28, 2026
I don’t remember the study 📖 published well over a decade ago that by 2035 Caucasians will be LESS THAN 50% of the population
I don’t remember the study 📖 published well over a decade ago that by 2035 Caucasians will be LESS THAN 50% of the population
References a fabricated demographic prediction about white population decline, a common white-replacement conspiracy theory.
nemesis851_
Feb 27, 2026
Are those covid shots caused infertility? Evidence is mounting.
Are those covid shots caused infertility?
Evidence is mounting.
Presents a specific factual claim about COVID vaccines causing infertility without evidence, stating 'evidence is mounting' without substantiation.
Unverified Claim
0.88
kimparke6653
Aug 28, 2025
Replacement Theory
Replacement Theory
References the conspiracy theory of 'Replacement Theory,' a debunked demographic alarmist narrative used to fuel anti-immigration sentiment.
vlogospheer
Feb 27, 2026
The only thing that makes any sense, would be Trump is a Russian Asset! Seems its as clear as day!
The only thing that makes any sense, would be Trump is a Russian Asset! Seems its as clear as day!
Presents a specific factual claim (Trump is a Russian asset) without evidence, framed as obvious conspiracy.
Unverified Claim
0.88
@Chrispaton-g7e
Mar 4, 2025
Canada has been sold to China and India and has now been rebranded as Chindia
Canada has been sold to China and India and has now been rebranded as Chindia
Spreads a conspiracy theory about Canada being 'sold' and rebranded, using alarmist language.
ajahguideme2067
Jan 29, 2026
indians are muslims, they would make chaos in canada. they should take a bath and brush their teeth thrice a day.
indians are muslims, they would make chaos in canada. they should take a bath and brush their teeth thrice a day.
Combines false claims (Indians are Muslims, hygiene stereotypes) with fear-mongering about chaos and security threats based on ethnic/religious identity.
potchiethecat
Feb 24, 2026
They're breeding like flies!! In india the population is 1.5 billion indians and the wild tiger population is near extinct. The smell of B.O. is everywhere here now becsuse of them!
They're breeding like flies!! In india the population is 1.5 billion indians and the wild tiger population is near extinct. The smell of B.O. is everywhere here now becsuse of them!
Combines multiple unsubstantiated claims ('breeding like flies,' environmental impact correlation) with dehumanizing language and demographic anxiety.
Grandmasterkiller
Oct 28, 2025
Not surprised it’s India. Most scammers are from that shyt hole.
Not surprised it’s India. Most scammers are from that shyt hole.
Makes a specific factual claim ('most scammers are from India') without evidence, paired with dehumanizing language.
50tigres79
Oct 5, 2025
Indians have no problem cheating and frauding thus just deport them all. Filipino's, Mexicans and Thailand people are much more honest and hard working. Enough with tolerating this crap because you are afraid of being …
Indians have no problem cheating and frauding thus just deport them all. Filipino's, Mexicans and Thailand people are much more honest and hard working. Enough with tolerating this crap because you are afraid of being called racist. So done with white guilt and the race card. Morals are morals and crimes are crimes.
Makes sweeping factual claims about ethnic groups' propensity for fraud without evidence, combined with identity-based stereotyping.
djjordan1019
Oct 6, 2025
Poonjabi are not indians they want khalistan in cannada 😂😂😂
Poonjabi are not indians they want khalistan in cannada 😂😂😂
Fabricated ethnic/religious stereotype linking Punjabis to separatist movements, presented as fact with dismissive humor.
mehulpatil221
Feb 27, 2026
P@j33ts hindus spreading dirt 😂😂
P@j33ts hindus spreading dirt 😂😂
Makes a dehumanizing, stereotypical claim about an ethnic group with no factual basis, using slurs and dismissive humor.
mahirgamer10
Feb 28, 2026
Indians are coming to canada illegally to tell you uneducated canadians about super power india with worlds fastest growing economy.
Indians are coming to canada illegally to tell you uneducated canadians about super power india with worlds fastest growing economy.
Makes specific factual assertions about illegal immigration and motivations without evidence, framed as ethnic stereotype.
Z-add
Oct 16, 2025
What's up with that guy on the bike,,,, african low IQ what the f*** he could literally opens his mouth and say that 😂, their culture is raping woman? What? That ninja has to be …
What's up with that guy on the bike,,,, african low IQ what the f*** he could literally opens his mouth and say that 😂, their culture is raping woman? What? That ninja has to be taught a lesson, he's being rude towards Africans...
Contains demonstrably false stereotypes about African intelligence and cultural practices, combined with xenophobic framing and threat language.
sportshighlights8888
Jan 29, 2026
They are already all over Europe and with the new EU agreement we will get a lot more. But we hear they are highly qualified with their fake degrees.
They are already all over Europe and with the new EU agreement we will get a lot more. But we hear they are highly qualified with their fake degrees.
Commenter makes a demonstrably false claim that immigrants have 'fake degrees' without evidence, combining xenophobic concern with unsubstantiated accusation.
janetfitzgerald9752
Feb 27, 2026
Coke-a-Cola keeps their formula a SECRET! Fentanyl is being made WHERE and being sold on the Black Market by the CIA as part of the depopulation agenda. How stupid does TRUMP think we are? Now, …
Coke-a-Cola keeps their formula a SECRET! Fentanyl is being made WHERE and being sold on the Black Market by the CIA as part of the depopulation agenda. How stupid does TRUMP think we are? Now, he will lose his MAGA base.
Makes multiple unsubstantiated factual claims (CIA fentanyl distribution, depopulation agenda) presented as fact without evidence.
@fonce9965
Mar 4, 2025
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
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
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)