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
4:15 Dude speaking nothing but truth Indians eat poo
4:15
Dude speaking nothing but truth
Indians eat poo
Contains a crude, demonstrably false ethnic stereotype presented as fact.
Bel-El-Hul
Jan 27, 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
The CIA actually harbour Khalistani terrorist who have killed innocent civilian in the 1984 plane bombing- mind you no one was punished because Canada and US were involved in the killing of Hindus. American have …
The CIA actually harbour Khalistani terrorist who have killed innocent civilian in the 1984 plane bombing- mind you no one was punished because Canada and US were involved in the killing of Hindus. American have also been invoved in 2008 Mumbai attack- this time they supported Pakistani Islamic Jehadi to kill 300 Hindus in Mumbai. In return, the Pakistani rape gang raped thousands of white chilrdren (even though west supported pakistan)
Contains demonstrably false conspiracy theories about CIA involvement in terrorist attacks and mass killings.
Science1234-r6f
Feb 9, 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
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
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
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
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
trump is a russian agent named kraznov
trump is a russian agent named kraznov
Identical to earlier comment: makes unsubstantiated conspiracy claim that Trump is a Russian agent named Kraznov.
Unverified Claim
0.92
@IowaMan
Mar 4, 2025
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
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
PIN THIS. The Indian invasion was a direct response to the trucker protest. Laying off the unvaccinated resulted in a “labor shortage” that justified all the Punjabis scamming their way into Canada. This is ethnic …
PIN THIS.
The Indian invasion was a direct response to the trucker protest. Laying off the unvaccinated resulted in a “labor shortage” that justified all the Punjabis scamming their way into Canada.
This is ethnic cleansing that all the parties are on.
SAVE US AMERICA OR YOU WILL BE NEXT.
The Punjabis already created a Brampton in California - Yuba city outside of Sacramento.
Thats where the Punjabi truck driver fled to after killing people in Florida with his illegal u turn.
SAVE US.
Contains fabricated conspiracy theories (vaccine mandates causing immigration, ethnic cleansing claims) mixed with alarmism and ethnic stereotyping.
mufasa226
Jan 27, 2026
I am Indian origin. In all probability they are sent by Modi govt in disguise of students to create anarchy in Canada to defame Liberal Govt. Israel did bomb blasts in India during 2004 to …
I am Indian origin. In all probability they are sent by Modi govt in disguise of students to create anarchy in Canada to defame Liberal Govt. Israel did bomb blasts in India during 2004 to 2014 to defame Congress govt so that its friendly Modi comes to power. Now Modi is doing same in Canada to help Conservatives.
Makes unfounded conspiracy claims about Modi government orchestrating violence in Canada and references fabricated historical claims about Israeli bomb blasts.
Unverified Claim
0.92
ST-007
Feb 18, 2026
4:03 💯 (India is the scam call center-trash capital of the world 🤢, they have a poop throwing festival🤢🤮 , and bathe in "GANGES RIVER"👀 wich, is basically sewer water nothing racist about that when …
4:03 💯 (India is the scam call center-trash capital of the world 🤢, they have a poop throwing festival🤢🤮 , and bathe in "GANGES RIVER"👀 wich, is basically sewer water nothing racist about that when it's true)
The comment relies on stereotypes and fabricated/exaggerated claims about India while falsely claiming these are factual observations rather than prejudiced generalizations.
HistorydnClarity
Feb 4, 2026
The Immigrants are why the Liberals are in power all the time because they vote for Liberals because they get everything for free. They do the same in europe and lok at UK what a …
The Immigrants are why the Liberals are in power all the time because they vote for Liberals because they get everything for free. They do the same in europe and lok at UK what a mess!
Makes unsubstantiated claims about immigrants voting patterns and receiving free benefits, compares to Europe with alarmist framing.
retrorich6991
Feb 27, 2026
Bike guy is right. Everyone is so scared to be racist towards africans and muslims who are the real troublemakers in society and take out all the racism to indians who are just innocent and …
Bike guy is right. Everyone is so scared to be racist towards africans and muslims who are the real troublemakers in society and take out all the racism to indians who are just innocent and hardworking
Makes sweeping false generalizations about African, Muslim, and Indian populations, blaming specific groups for crime while claiming selective racism.
wdr-gk3nc
Feb 24, 2026
diablo is a Lebanese skank and should be investigated and deported back to the assylum in lebanon
diablo is a Lebanese skank and should be investigated and deported back to the assylum in lebanon
Makes dehumanizing, false claims about a specific individual with xenophobic language and calls for deportation.
LouisRoy-co6vq
Feb 27, 2026
DONALD TRUMP IS A RUSSIAN ASSET.
DONALD TRUMP IS A RUSSIAN ASSET.
Makes a specific factual assertion (Trump is a Russian asset) presented without evidence, characteristic of conspiracy-adjacent claims.
Unverified Claim
0.90
@thepilgrim6375
Mar 4, 2025
They establish trafficking networks and money laundering networks like crazy. There is literally no benefit to having indians in your country.
They establish trafficking networks and money laundering networks like crazy. There is literally no benefit to having indians in your country.
Makes sweeping, demonstrably false claims about Indian immigrants and criminal networks without evidence, combining xenophobia with fabricated assertions.
khjgfxdhzf
Jan 27, 2026
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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)