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
Search & Filter
Unverified Claim
3,221 comments
WE NEED TO DO SOMETHING ABOUT THE HINDU VIRUS!!!
WE NEED TO DO SOMETHING ABOUT THE HINDU VIRUS!!!
Fabricated inflammatory claim using dehumanizing language and false characterization of a religious/ethnic group as a disease.
robbie420z
Feb 18, 2026
21:50 why are so many brown people dirty fuks?!?
21:50 why are so many brown people dirty fuks?!?
Contains a dehumanizing slur and false generalization about an ethnic group with no factual basis.
Unverified Claim
0.95
rambo.69
Jan 27, 2026
0:17 he's totally wrong. They definitely do eat poo in Canada. You can check the manifests of Canadian Customs showing imports of fresh cow dung cake all coming from India for Indian consumption. The only …
0:17 he's totally wrong. They definitely do eat poo in Canada. You can check the manifests of Canadian Customs showing imports of fresh cow dung cake all coming from India for Indian consumption. The only difference is that they're eating it behind closed doors in Canada and in their hindoo temples. Also the upper class/castes are the biggest consumers of cow poop and urine anyway.
Presents fabricated claims about Canadian Customs manifests and alleged consumption practices without any credible evidence, combining conspiracy theory with ethnic stereotyping.
Unverified Claim
0.95
jolly-rancher
Jan 27, 2026
They are bio weapn lol. They lack basic sanitation, but their people don't admit it and are always in denial. Given their population, there's a 1/3rd chance to be both there. How lucky I am!
They are bio weapn lol. They lack basic sanitation, but their people don't admit it and are always in denial. Given their population, there's a 1/3rd chance to be both there. How lucky I am!
Contains demonstrably false conspiracy claims ('bio weapon') and fabricated stereotypes about sanitation and denial.
SwissSpieler42
Jan 27, 2026
5:27 speaking facts about the IQ of africa and down syndrome are quite similar
5:27 speaking facts about the IQ of africa and down syndrome are quite similar
Makes demonstrably false and racist claims equating African IQ with Down syndrome.
Unverified Claim
0.92
FomoGetsBanned
Jan 27, 2026
Locally known as Brambledesh. Toilet habits and lack of personal hygiene are incompatible with Western civilization.
Locally known as Brambledesh. Toilet habits and lack of personal hygiene are incompatible with Western civilization.
Commenter makes dehumanizing, stereotypical claims about hygiene and cultural incompatibility based on ethnic/national origin, combining false generalizations with threat rhetoric.
ronaldmallette
Feb 3, 2026
CoudhovenKalergiePlan ✡️ 🧃wan’t to exterminate the white race!!!
CoudhovenKalergiePlan ✡️
🧃wan’t to exterminate the white race!!!
Promotes a conspiracy theory (Kalergi Plan) falsely claiming a plot to eliminate white people, combining demographic anxiety with fabricated claims.
ITSTHEJUICE8
Jan 27, 2026
I wonder why these traitors to Canada haven't been dragged out of office and hung from the nearest tree... They did this on purpose with malice and forethought... Read agenda 2030 proudly written by circus …
I wonder why these traitors to Canada haven't been dragged out of office and hung from the nearest tree...
They did this on purpose with malice and forethought...
Read agenda 2030 proudly written by circus clown carney where he plans to invite a total of 65 million muslims from africa, middle east and the third world making our population 100,000,000. we will be outnumbered by indians from india, middle east, and Africans.
The problem with any immigration is when we only take the best and the brightest we are stealing away the future from those nations, when we take in the illeterate we are burden by their tribal backward ideologies, and have to care for these people from cradle to grave as they will never be able to compete in an open job market where every grade three student has a better education than they.
We MUST send them all home. ALL OF THEM.
Why are we allowing a man who hasn't lived in Canada for over thirty years, a man whos primary residence is in New York state to be leader? He's not truly Canadian, and shouldn't have been allowed to enter public office.
Contains fabricated conspiracy claims (Agenda 2030, 65 million Muslims), violent rhetoric, and demonstrably false statistics presented as fact.
c.a.greene8395
Feb 24, 2026
The great replacement in action. Anyone who denies it is a liar
The great replacement in action. Anyone who denies it is a liar
References the 'great replacement' conspiracy theory, a debunked white supremacist narrative about demographic change.
mr.gamewatch7547
Feb 5, 2026
Well the guy on the bike was right about sub saharan africa IQ. Google it, i dare you.
Well the guy on the bike was right about sub saharan africa IQ. Google it, i dare you.
References a debunked racist pseudoscientific claim about intelligence and geography, presenting it as fact to be verified.
mybull3t714
Feb 17, 2026
and a story that the former prime minister was the son of Fidel Castro; I went to see it and it really has pictures.🇨🇺He has photos of his mother with Fidel; in Cuba.🤯🤯
and a story that the former prime minister was the son of Fidel Castro; I went to see it and it really has pictures.🇨🇺He has photos of his mother with Fidel; in Cuba.🤯🤯
Repeats a debunked conspiracy theory about a former Canadian PM's parentage, presenting it as fact with alleged photographic evidence.
Unverified Claim
0.92
LOS-MALVEK3S
Jan 27, 2026
Indian lawyers and law makers are behind running fraudulent immigration scams in Canada, including government agencies ,no student work permits, spousal work permits or or temp work permits should be given to Indians, most of …
Indian lawyers and law makers are behind running fraudulent immigration scams in Canada, including government agencies ,no student work permits, spousal work permits or or temp work permits should be given to Indians, most of documents provided by Indians are fake such as education certificates, work experience, income, savings, birth certificates, marriage certificates ,English test reports ,Indian government and private companies make huge income from sending Indians to Canada.
Makes multiple unsubstantiated claims about Indian immigration fraud, fake documents, and government corruption without evidence.
tisarahinidumarachchi6209
Sep 28, 2025
Their is 1.5 billion indians in India and around 500 million poo outside in public, so they all want to run away from india, problem is they immigrate and immigrate with their filthy habits and …
Their is 1.5 billion indians in India and around 500 million poo outside in public, so they all want to run away from india, problem is they immigrate and immigrate with their filthy habits and they take ganesh and hanuman with them. Thats why you see them through their idols in rivers.
If india sends 1 million indians to every country in the world, they will still be the most populated country in the world.
Contains demonstrably false claims about Indian sanitation practices and stereotyping, combined with demographic anxiety framing immigrants as a threat.
judgeyourself8213
Feb 3, 2026
Yea they've literally taken over EVERY JOB IN Windsor Ontario!! Every fast food place, every walmart, everywhere you go! The worst part, every Canadian has been fired from their jobs and these indians hired because …
Yea they've literally taken over EVERY JOB IN Windsor Ontario!! Every fast food place, every walmart, everywhere you go! The worst part, every Canadian has been fired from their jobs and these indians hired because the government pays half their wages. So quality of EVERYTHING has dropped soo far below par. I hope all these BACKSTABBING TRADERs lose their businesses. That should be ILLEGAL!!!!
Makes demonstrably false claims about job displacement and government wage subsidies while expressing demographic anxiety and economic grievance.
johnnybacon8675
Jan 29, 2026
EU just signed a deal with India to bring more Indians into Europe. Get ready Europe. Here comes the trash, poop, scams, perverts, bad driving, and ungodly smells.
EU just signed a deal with India to bring more Indians into Europe. Get ready Europe. Here comes the trash, poop, scams, perverts, bad driving, and ungodly smells.
Contains demonstrably false stereotypical claims about Indians paired with dehumanizing language and demographic anxiety.
ion6538
Jan 29, 2026
Everyone knows they eat poop and have their poop festival
Everyone knows they eat poop and have their poop festival
Fabricated dehumanizing stereotype presented as fact to delegitimize a cultural group.
Ky-by8xe
Feb 28, 2026
Even Indian Canadians that were born here don't want these immigrants. When people from their own ethnicity don't want them here, that says a lot. As someone who spent years working in public maintenance and …
Even Indian Canadians that were born here don't want these immigrants. When people from their own ethnicity don't want them here, that says a lot. As someone who spent years working in public maintenance and sanitation, I know first-hand who the least hygienic people are, and there is no contest. Indians are at the top of that list.
Remember that the next time you see them handling your food.
Contains fabricated stereotypes and false generalizations about hygiene practices tied to ethnic identity, presented as personal expertise.
SacredFrame93
Jan 29, 2026
About the Africans part id say he's Wrong. African we dont Grape people. We actually OFF grapers. Unlike the muslims from Pakistan and some Indians. Generally Muslims feel thats okay
About the Africans part id say he's Wrong. African we dont Grape people. We actually OFF grapers. Unlike the muslims from Pakistan and some Indians. Generally Muslims feel thats okay
Makes false generalizations about criminal behavior across ethnic and religious groups, presenting unsubstantiated stereotypes as fact.
Olimpusmoons4real
Feb 19, 2026
The Great Replacement isn't a theory... it's fact
The Great Replacement isn't a theory... it's fact
Asserts the 'Great Replacement' conspiracy theory as fact, a demonstrably false and alarmist claim about demographic change.
wrubrz7382
Jan 28, 2026
Weakening the Western world is part of Modern Equity Theory. Its part of the Globalist plan.
Weakening the Western world is part of Modern Equity Theory. Its part of the Globalist plan.
User promotes a conspiracy theory linking immigration policy to globalist plots and equity theory without evidence.
jordanpittmanmusic4753
Jan 28, 2026
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)