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 are all just disgusting
they are all just disgusting
Dehumanizing language expressing strong negative sentiment toward an unspecified group, conveying threat/disgust.
SentryUwU
Feb 3, 2026
Canadian Government should do something about these Turban apes
Canadian Government should do something about these Turban apes
Dehumanizing slur targeting Sikh immigrants, expressing xenophobic fear and calling for government action against a specific group.
rishabhgupta8594
Oct 13, 2025
This is so crazy, Canada is so fucked. I wish all the East Indians would fuck off back where they came from.
This is so crazy, Canada is so fucked. I wish all the East Indians would fuck off back where they came from.
Expresses strong demographic anxiety and xenophobic sentiment toward East Indian immigrants with explicit exclusionary language.
RabbworfOG
Jan 27, 2026
This is an invasion and a replacement of Canadians, just like every other country with European heritage and populations.
This is an invasion and a replacement of Canadians, just like every other country with European heritage and populations.
Uses 'invasion' and 'replacement' rhetoric to frame immigration as an existential threat to European-heritage populations.
aaaaaaaaaaaahhhhhhhbrother
Jan 27, 2026
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
Please eradicate Islamic terrorist. Don't invite them into Canada. Conditions will be worse than UK( united Kingdom) This is why America put huge tarrif on Canada ( USA's greatest trading partner). Islamic terrorist in Canada …
Please eradicate Islamic terrorist. Don't invite them into Canada. Conditions will be worse than UK( united Kingdom) This is why America put huge tarrif on Canada ( USA's greatest trading partner). Islamic terrorist in Canada is a threat to America 😢😢😢😢. Stop Refugeecitizenship in Canada and other European Countries.😢😢.
Expresses security anxiety about Islamic terrorism, makes unverified claims linking immigration to threats, and calls for policy reversal based on alarmism.
bhf_w9f
Nov 24, 2025
LADIES AND GENTLEMEN OUR NATION IS UNDER ATTACK. TRUMP AND HIS CULT OF RIGHT WING REPUBLICAN EXTREMISTS ARE DISMANTLING OUR CONSTITUTION THE ONE THAT WAS ENACTED BY OUR FOUNDING FATHERS. THEY ARE ERASING OUR HUMAN …
LADIES AND GENTLEMEN OUR NATION IS UNDER ATTACK. TRUMP AND HIS CULT OF RIGHT WING REPUBLICAN EXTREMISTS ARE DISMANTLING OUR CONSTITUTION THE ONE THAT WAS ENACTED BY OUR FOUNDING FATHERS. THEY ARE ERASING OUR HUMAN RIGHTS AND OUR FREEDOMS AS WE SPEAK. JUST YESTERDAY THE GREENPEACE ORGANIZATION WAS SUED FOR 300 MILLION DOLLARS FOR DEFENDING OUR CONSTITUTIONAL RIGHT TO A PEACEFUL PROTEST. THE STOCK MARKET HAS BEEN PLUMMETING, PLUMMETTING, IN RESPONSE TO THE NEW TARIFFS ON OUR CLOSEST TRADING PARTNERS. SOON THERE WILL BE MILLIONS OF AMERICANS LEFT WITHOUT HEALTHCARE COVERAGE, MILLIONS!!!!! MILLIONS OF CHILDREN AND MILLIONS OF SENIORS LEFT TO DIE!!!!!! DONALD TRUMP HAS FORMED A PACT WITH THE COMMUNIST RUSSIAN DICTATOR VLADIMIR PUTIN AND HIS MISSION IS TO OVERSEE THE DESTRUCTION OF THE UNITED STATES OF AMERICA. WE MUST MOVE QUICKLY TO IMPEACH AND REMOVE THE SATANIC THE FATHER OF ALL LIES FROM THE WHITE HOUSE BEFORE IT IS TOO LATE.
Expresses extreme alarm about constitutional erosion, healthcare collapse, and authoritarian threats, with urgent call to impeach.
@JaydenTrujillo-s6s
Mar 5, 2025
Watch out Canada, I wouldnt be surprised if the US invades you literally.
Watch out Canada, I wouldnt be surprised if the US invades you literally.
Expresses alarm about potential military invasion of Canada, articulating a security concern and existential threat.
Fear / Threat
0.90
@JungHoon-Q
Mar 5, 2025
We're being replaced by 3rd world people... we need to stop letting 3rd world people in the west.
We're being replaced by 3rd world people... we need to stop letting 3rd world people in the west.
Expresses demographic anxiety about replacement by 'third world people' and calls for restrictive immigration policy based on perceived threat.
don7777s
Feb 6, 2026
Intentional to cause western countries culture and citizens replacement….
Intentional to cause western countries culture and citizens replacement….
Expresses demographic anxiety through a conspiracy theory about intentional cultural replacement.
lindapawluk1209
Feb 19, 2026
This is sabotage and betrayal of government power and external invasion. Wake up, canadians.
This is sabotage and betrayal of government power and external invasion. Wake up, canadians.
Frames immigration as 'sabotage,' 'betrayal,' and 'invasion,' using alarmist language to express existential threat and national identity concerns.
alexkrup5531
Nov 22, 2025
so many of the same type are flooding in. Even God can't save Canada now from these third world imports
so many of the same type are flooding in. Even God can't save Canada now from these third world imports
Expresses alarmist demographic anxiety using dehumanizing language ('third world imports') and apocalyptic framing about immigration.
kingsg2358
Jan 27, 2026
They are like Rats, I feel sorry for you, They are in Great Britain
They are like Rats, I feel sorry for you, They are in Great Britain
Expresses fear and threat perception by comparing immigrants to rats and referencing similar concerns in other countries.
Fear / Threat
0.90
paulthomas3841
Sep 21, 2025
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
Burn all of these fuckers!!! Filth!!! They leave the shithole that is India to move anywhere else, only to turn those places into the squalars from which they came!!!
Burn all of these fuckers!!! Filth!!! They leave the shithole that is India to move anywhere else, only to turn those places into the squalars from which they came!!!
The comment expresses violent rhetoric and demographic anxiety, claiming immigrants degrade receiving countries and using dehumanizing language.
Koral1975
Jan 28, 2026
I hate how my country is literally being colonized by these people
I hate how my country is literally being colonized by these people
Uses colonization metaphor to express anxiety about demographic change and perceived loss of national control.
AncalagothTheBlack
Jan 27, 2026
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
White liberal Socialist women and soy boy men are the problem not Muslim men who can take total control of the country and put these low lives in their place.
White liberal Socialist women and soy boy men are the problem not Muslim men who can take total control of the country and put these low lives in their place.
Expresses demographic and cultural anxiety about loss of control, framing Muslim immigration as an existential threat.
toddbrown7142
Feb 13, 2026
I live in the maritimes in Canada. And I am a Acadian, and they are 100% moving in small Acadian communities and they put up a f***** sikh temple... if you build it, they will …
I live in the maritimes in Canada. And I am a Acadian, and they are 100% moving in small Acadian communities and they put up a f***** sikh temple... if you build it, they will come. They are trying to push us out!! Extremely scary. And the car accidents are INSANE !!! They cannot fcken drive !!!
Expresses demographic anxiety about cultural displacement, religious institution building, and safety concerns framed as immigrant-caused problems.
thatcandian_guy3312
Jan 27, 2026
In 50 years these people will be 100 million...they will own Canada. Canada is finished.
In 50 years these people will be 100 million...they will own Canada. Canada is finished.
Expresses demographic anxiety and existential threat narrative about immigrant population growth and national ownership.
JuniorTrimush
Sep 23, 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)