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
trump is a russian agent named kraznov
trump is a russian agent named kraznov
Makes a specific factual claim (Trump is a Russian agent named Kraznov) presented without evidence, characteristic of conspiracy theory rhetoric.
Unverified Claim
0.92
@IowaMan
Mar 4, 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
Isn't Canada owned by China so it doesn't really matter anymore
Isn't Canada owned by China so it doesn't really matter anymore
Makes a demonstrably false conspiracy claim that China owns Canada.
Unverified Claim
0.92
QBL11104
Jan 27, 2026
This is just more of the juice Kalergi Plan to enforce white replacement of all western countries. If citizens had any courage they would organize and kick them out of once white Canada. The only …
This is just more of the juice Kalergi Plan to enforce white replacement of all western countries. If citizens had any courage they would organize and kick them out of once white Canada. The only way to save Canada, America, Europe, and western countries is mass deportation and shut the borders! Most of us don't want your stinky invaders here nor your bullsh*t non assimilating cultures! GTFO!
Promotes the debunked 'Kalergi Plan' conspiracy theory and makes false claims about demographic replacement and immigrant criminality.
thescotty8124
Feb 20, 2026
She's a scammer. a used car salesman. She is steering Canada towards a breakup because her billionaire backers in the US want Canada. Also the US is collapsing and the plan is to take control …
She's a scammer. a used car salesman. She is steering Canada towards a breakup because her billionaire backers in the US want Canada. Also the US is collapsing and the plan is to take control of Canada, Mexico, Greenland and South America to make their landmass comparable to the global south. The people are so dumb they will follow her and the poisonous propaganda that they will drone first weekly then daily. The scumbag capitalists will subjugate what's left of the lower and middle classes. All that will happen is people will migrate to Eurasia and Africa which is the opposite of what happened in the last 150 years.
Contains multiple conspiracy theories (US billionaire control, planned takeover of North America, drone surveillance) and fabricated claims presented as fact.
@RayB-RLB
Feb 20, 2026
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
NGOs are helping people find a path to come to the West. The west is just being used and the fraud has more than tripled. I’m getting letters from Canada in the US telling me …
NGOs are helping people find a path to come to the West. The west is just being used and the fraud has more than tripled. I’m getting letters from Canada in the US telling me to contact them because I have a dead relative that left me money 😆 2020 and covid plandemic had several purposes. While Americans were being laid off they were flying in migrants from 5 different countries to take our jobs. The elites are playing people like a fiddle. Don’t be a peasant for the new world order 😆
Contains multiple demonstrably false claims (COVID as 'plandemic', coordinated migrant job-stealing conspiracy, 'new world order') and conspiracy theories presented as fact.
1206chaos
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
The reason we mass import Indians and those Africans with IQs below 70 is that they’re secured votes for the liberal government once they get their PR. They don’t contribute to society, just to the …
The reason we mass import Indians and those Africans with IQs below 70 is that they’re secured votes for the liberal government once they get their PR. They don’t contribute to society, just to the polls for the left, because the right wants them out to fix Canada.
Contains fabricated claims about IQ, voting manipulation, and demographic conspiracy theories.
Duelist915
Jan 27, 2026
that's true indian r dirty people
that's true indian r dirty people
Makes a demonstrably false and dehumanizing generalization about Indian people as a group.
একেরভিতরসব-ঝ৩ছ
Jan 28, 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
Illegal immigration and even legal migration from the third world are orchestrated by certain interests. They do this to destroy our nations. Most of the NGO's responsible for funneling all of them in are in …
Illegal immigration and even legal migration from the third world are orchestrated by certain interests.
They do this to destroy our nations. Most of the NGO's responsible for funneling all of them in are in from a certain ethnicity, Elon helped cover this all up when he took over DOGE. It was a diversion.
We are second in power now, they have infiltrated the USA from within.
Every wonder why you didn't get to vote on it?
Their plan is this, convince America migrants are good and to accept them, water down the nation to weaken them, it becomes racist to say anything against them, weaponize the police against them, and implement laws criticizing it, make it impossible to say in the workplace.
Then you basically win for the enemy of Whites.
America has been occupied, we are officially under a foreign dictatorship like Russia.
Look who controls Russia, it's not Whites...
Presents elaborate conspiracy theory about orchestrated migration, ethnic infiltration, and foreign occupation without evidence, combining multiple false claims.
pixelator11
Jan 27, 2026
I'm probably gonna make some people mad but here's exactly what is happening the left tell white people their evil and racist and climate change is ending the world so white people don't have kids …
I'm probably gonna make some people mad but here's exactly what is happening the left tell white people their evil and racist and climate change is ending the world so white people don't have kids then they tell black people to murder their babies while still in mother's womb just to replace our population with immigrants
Contains demonstrably false conspiracy claims about political manipulation, demographic replacement, and abortion, presented as factual explanation.
scottreed397
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
Saaar walcom jeet horton now Canda is same #1 great world superpower same like india saaar. Vehicular hamicide, no job for teenagr, only hire indian and destoy business with sabotage and/or incompetents, fraud x10000%, sexul …
Saaar walcom jeet horton now Canda is same #1 great world superpower same like india saaar. Vehicular hamicide, no job for teenagr, only hire indian and destoy business with sabotage and/or incompetents, fraud x10000%, sexul harssment, poop in beach, niagara falls new Ganges, and much much more. Indians: no pros..just cons
Contains fabricated stereotypes and exaggerated claims about Indian immigrants, mixing false statistics with xenophobic generalizations.
MB-jt9mo
Feb 25, 2026
Zionist belive in Goyem ideology, Brahmins and hindu hindian sects come from Jewish blood 🩸line, one belives they are superior rest of the humans are animals, when they moved to india theh adopted pagan ideology …
Zionist belive in Goyem ideology, Brahmins and hindu hindian sects come from Jewish blood 🩸line, one belives they are superior rest of the humans are animals, when they moved to india theh adopted pagan ideology witn extreme castiesm
Thats why theh both control the most of the place,
Because castiesm is one of tge dangerous ideology world didn't experience except hindu 🕉️ hindians
As they are every parts of the world now people realise and see its effects and though not surprising for good few 🇮🇳s, it has destroyed community, spread hatred, thats the ideology these RSS wants , casteism brings extreme selfishness, corruption and its affects are seen all around the world , in canada🇨🇦
Do anything for money why care about others, no rules, upper caste are chosen by God, most hindu hindian follow these and even if they are not from upper caste. Extreme pride, attitude, show off, tired of it sick🤢🤢🤢🤢🤢 sickening
Makes fabricated historical and religious claims linking Zionism, Brahmanism, and caste systems to justify negative stereotyping of immigrant communities.
ytOz_AlexDan
Oct 1, 2025
Poop eaters
Poop eaters
Crude, dehumanizing slur with no substantive content; appears to be inflammatory spam or hate speech.
Unverified Claim
0.90
kumailhaider370
Feb 11, 2026
Don't pray to demons, unless you want your life to be miserable. Hindu, Sihk, durka, derpa, etc.
Don't pray to demons, unless you want your life to be miserable.
Hindu, Sihk, durka, derpa, etc.
Makes unfounded religious claims and uses derogatory language toward Hindu, Sikh, and Muslim communities, combining false assertions with identity-based hostility.
cheesecakeburgler
Jan 28, 2026
Go raid epstein island
Go raid epstein island
Promotes a conspiracy theory and urges illegal action unrelated to the video topic.
malanoticia-h5z
Feb 11, 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)