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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Fear / Threat
3,873 comments
They’re not Christian no assimilation will happen, 3rd world shit hole culture. Good people gang rapes, scam centres, drug smuggling, fraud, murder, extortion fuck off.
They’re not Christian no assimilation will happen, 3rd world shit hole culture. Good people gang rapes, scam centres, drug smuggling, fraud, murder, extortion fuck off.
Makes inflammatory, stereotypical claims about immigrants and expresses cultural threat anxiety.
andybee3785
Feb 4, 2026
Я белый человек и я хочу пожить в цивилизованном обществе. У нас своих дураков хватает. Но черные и цветные люди просто ужасны. Они все дураки. Черный = афроамериканец❌ Черный = бандит✔️ Мусульманин = человек бога❌ …
Я белый человек и я хочу пожить в цивилизованном обществе. У нас своих дураков хватает.
Но черные и цветные люди просто ужасны. Они все дураки.
Черный = афроамериканец❌
Черный = бандит✔️
Мусульманин = человек бога❌
Мусульманин = террорист✔️
Ну вы поняли.
Мои родители из СССР.
И мы мечтали полететь в космос, освоить орбиту, стать великими врачами и учёными.
Нам привезли чёрных/цветных.
Наша жизнь превратилась в выживание.
Зачем нам это?
У нас есть отличное оружие и пулемёты. Почему бы нам не вернуться к светлому будущему?
Хотели в космос, попали на поле боя с народами, замедляющими развитие
Expresses extreme demographic anxiety and existential threat, using dehumanizing language and violent rhetoric toward immigrant groups.
NoBLMonlyWhite
Feb 8, 2026
Criminals have taken over the EU countries and turned into a third world countries They came on fake student visa and abuse the visa system They bring their wife husband mother in law family members …
Criminals have taken over the EU countries and turned into a third world countries
They came on fake student visa and abuse the visa system
They bring their wife husband mother in law family members relative's and not returning home
Deport immediately
Alarmist claims about criminal takeover and visa abuse, combined with demands for deportation, mixing unsubstantiated assertions with exclusionary rhetoric.
peacheslobo-nm5xi
Jan 27, 2026
This is ALL over Canada. Not just "Bramladesh" Brampton. In the past decade, the liberal government has let FLOODS of these third-world people in, with zero English proficiency, zero education, and zero interest in learning …
This is ALL over Canada. Not just "Bramladesh" Brampton. In the past decade, the liberal government has let FLOODS of these third-world people in, with zero English proficiency, zero education, and zero interest in learning about Canadian culture. May they all find JESUS and return to their home country to work hard and make it a better place for their children.
Expresses demographic anxiety and threat perception using dehumanizing language ('floods,' 'third-world people') and makes unsubstantiated claims about immigrants' education and cultural engagement.
TrueCoastAdventures
Jan 28, 2026
Why all this mother fuckers leaving there own country and destroying other country
Why all this mother fuckers leaving there own country and destroying other country
Expresses alarm about immigrants 'destroying' the country, framing immigration as a threat to national integrity.
AbdulRiyan-h1p
Feb 15, 2026
“They just have low intelligence.” Honestly, ONE OF US CANADIANS HAS TO FUCKING SAY IT. These liabilities literally leeching through every fibre of Ontario. It’s disgusting. I was also hit by a drunk driver, who …
“They just have low intelligence.” Honestly, ONE OF US CANADIANS HAS TO FUCKING SAY IT. These liabilities literally leeching through every fibre of Ontario. It’s disgusting. I was also hit by a drunk driver, who was an immigrant. They’re great drivers… 🫠🫠 Well enough to ruin my life.
Expresses demographic anxiety and dehumanizing language ('liabilities leeching') while using a personal anecdote to generalize about immigrant competence.
GourmetCarpet
Jan 27, 2026
Canada will be declared for the Indian Empire in our lifetime
Canada will be declared for the Indian Empire in our lifetime
Alarmist prediction of Indian territorial takeover presented as inevitable, combining demographic anxiety with conspiratorial framing.
captainshakesbeard2453
Jan 27, 2026
VERY SOON, ALL Canadians wlll be MADE to take Driving Tests, except Globalists will make EXCEPTIONS for IGNORANT, LOW IQ, Foreigners! OR be called RACIST! And it is the White People who allow it by …
VERY SOON, ALL Canadians wlll be MADE to take Driving Tests, except Globalists will make EXCEPTIONS for IGNORANT, LOW IQ, Foreigners! OR be called RACIST! And it is the White People who allow it by NOT STANDING UP For THEIR race. Being a Racist is only Self Preservation!
Expresses demographic anxiety through conspiracy-like claims about preferential treatment for foreigners, framing immigration as a threat to white identity and self-preservation.
sunnybeaches1331
Jan 27, 2026
In 20 years Indian will slave all white in North America . Keep take them in they will turn 180 and enslave everyone
In 20 years Indian will slave all white in North America . Keep take them in they will turn 180 and enslave everyone
Expresses apocalyptic demographic anxiety with a fabricated conspiracy theory about enslavement, combining alarmism with demonstrably false claims.
cudot2602
Feb 8, 2026
Get rid of the f****** government bringing a government that care about your people and f*** them immigrant especially the East Indians
Get rid of the f****** government bringing a government that care about your people and f*** them immigrant especially the East Indians
Expresses hostility and xenophobic sentiment targeting specific ethnic groups, framed as a threat to national identity.
dsingh1895
Aug 25, 2025
Filthy pests. Parasites.Walking turds.
Filthy pests. Parasites.Walking turds.
Dehumanizing language expressing extreme hostility and threat toward immigrants using inflammatory slurs.
xNULNULx
Feb 10, 2026
Canada has fallen 😢 by dirty country ppl 🤢. Throw them away from Canada. T
Canada has fallen 😢 by dirty country ppl 🤢. Throw them away from Canada. T
Commenter expresses alarm about national decline and uses dehumanizing language toward immigrants, framing them as a threat.
AnastasiaFairystesy
Feb 13, 2026
The great replacement theory in action
The great replacement theory in action
References the conspiracy theory of 'great replacement,' expressing demographic anxiety about immigration.
briansmith5239
Feb 10, 2026
*Migrants are attacking White kids everywhere it's time to fight back*
*Migrants are attacking White kids everywhere it's time to fight back*
Makes inflammatory claim about migrants attacking specific groups and calls for violent response, combining threat narrative with potential misinformation.
Privetdakosmos
Jan 27, 2026
The hate against the USA will rise.
The hate against the USA will rise.
Expresses concern about rising anti-American sentiment as a consequence of current events.
Fear / Threat
0.90
@pedrorodrigues12332
Mar 4, 2025
Thank you Tyler Oliveira for saving The White Race. 🙂 Indians are very dangerous in Canada. 😰
Thank you Tyler Oliveira for saving The White Race. 🙂 Indians are very dangerous in Canada. 😰
Expresses racial anxiety and fear-mongering about Indian immigrants as a threat, combined with white identity assertion and unsubstantiated danger claims.
JohnRobinsonAlugu
Jan 27, 2026
Canada has been over run by muslims. Unemployment is high yet they keep bringing more in. Why do you think Alberta wants to leave???? After Carney’s “muslim value are Canadian values” claim its been a …
Canada has been over run by muslims. Unemployment is high yet they keep bringing more in. Why do you think Alberta wants to leave???? After Carney’s “muslim value are Canadian values” claim its been a f flood of them.
Expresses demographic anxiety and alarmism about Muslim immigration, makes unsubstantiated claims about unemployment and provincial separation.
St-e67
Feb 12, 2026
🪳infestation 🤮..... Read the book "The Camp of the Saints" . It was a warning 💔🙏🏻✝
🪳infestation 🤮..... Read the book "The Camp of the Saints" . It was a warning 💔🙏🏻✝
Uses dehumanizing language and references a dystopian novel to express demographic anxiety and existential threat regarding immigration.
adamchase6868
Jan 27, 2026
Right in my face?? Lets do it!!! I wanna see this!!! Christians have been too nice but dont forget we are not lazy. We can take our country back easy!! I think its time. Lets …
Right in my face?? Lets do it!!! I wanna see this!!! Christians have been too nice but dont forget we are not lazy. We can take our country back easy!! I think its time. Lets she'd blood once again like in the past. All you others, fight for your OWN COUNTRY!!
Expresses violent threat rhetoric, calls for reclaiming the country, and asserts Christian/Western identity dominance.
lowcabbie
Aug 25, 2025
And from the numbers that I've been hearing on in the internet Canada's gone up 237% in crime chief of police in Toronto says just comply let them come in let them rape your wife …
And from the numbers that I've been hearing on in the internet Canada's gone up 237% in crime chief of police in Toronto says just comply let them come in let them rape your wife let them rape your daughter but just comply has a Canadian and as a senior there's no complying they'll be met full force
Expresses extreme security and safety concerns with fabricated crime statistics and violent imagery, prioritizing alarmism over factual claims.
steverobinson4691
Feb 17, 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)