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
Fear / Threat
3,873 comments
Deport pajeets
Deport pajeets
A dehumanizing slur calling for deportation, expressing xenophobic threat language targeting a specific ethnic group.
LovelyDivingBoard-ch8oq
Feb 25, 2026
fxcking khalastani's should be k!lled
fxcking khalastani's should be k!lled
Violent threat targeting a specific ethnic/religious group, expressing extreme fear and hostility.
RajivGhosh-ju1er
Jan 27, 2026
Catapult all Indians into the Hudson Bay
Catapult all Indians into the Hudson Bay
Violent rhetoric targeting a specific ethnic group, expressing extreme hostility and threat.
trashgoblina
Jan 27, 2026
The Great Replacement
The Great Replacement
References the 'Great Replacement' conspiracy theory, expressing demographic anxiety and existential threat framing.
JamesWest_III
Mar 2, 2026
We need to END immigration from India,Africa, pakistan and no jihadis then start the mass deportations it's destroying Canada
We need to END immigration from India,Africa, pakistan and no jihadis then start the mass deportations it's destroying Canada
Calls for ending immigration from specific countries and mass deportations, framed as necessary to prevent national destruction.
user-buck-b7j
Feb 17, 2026
Canada is doomed, going the way of the United Kingdom!
Canada is doomed, going the way of the United Kingdom!
Expresses demographic anxiety and doom about Canada's future, comparing it negatively to the United Kingdom.
Truthseeker-k2w
Nov 20, 2025
Their only job will be to fight the future civil war, which quicky will run along ethnic lines. It is simply cheaper than a conventional war. Also, the outcome is more predictable. Unfortunately, Canadians have …
Their only job will be to fight the future civil war, which quicky will run along ethnic lines. It is simply cheaper than a conventional war. Also, the outcome is more predictable. Unfortunately, Canadians have no sense of self-preservation.
Predicts ethnic civil conflict as a deliberate outcome of immigration policy, expressing existential threat and demographic anxiety.
radioastronomy2001
Jun 17, 2025
West is under invasion by three sides Muslims, Indians and Blacks 😢
West is under invasion by three sides Muslims, Indians and Blacks 😢
Uses invasion rhetoric and racial categorization to express demographic anxiety and existential threat perception.
KaranKumar-j7x3b
Jan 27, 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
infestation.
infestation.
Single-word dehumanizing characterization framing a group as a plague or infestation, expressing existential threat perception.
jimmyengland428
Jan 27, 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
Canada needs to deport the 3rd world garbage
Canada needs to deport the 3rd world garbage
Expresses xenophobic sentiment calling for deportation, combining dehumanizing language with alarmist rhetoric.
gallant00
Jan 28, 2026
STOP INVASION canadien first
STOP INVASION canadien first
Uses militaristic 'invasion' language to frame immigration as an existential threat to Canada, prioritizing national interests.
NounouMadi-b8o
Nov 22, 2025
Just get them all out of our country, this is an planned invasion to destroy this country and every western society
Just get them all out of our country, this is an planned invasion to destroy this country and every western society
Expresses demographic anxiety and conspiracy thinking ('planned invasion') with demand for mass deportation.
Damers01
Jan 28, 2026
it is so impossible to live in Canada now! We need the country back! I don't even know why there are so many of them! spreading population in Canada
it is so impossible to live in Canada now! We need the country back! I don't even know why there are so many of them! spreading population in Canada
Expresses demographic anxiety and alarm about immigration levels, framing it as a threat to national ownership and livability.
nancyuy248
Nov 3, 2025
ITS NOT JUST EFFING BRAMPTON NOW THEY HAVE RUINED ENTIRE CANADA
ITS NOT JUST EFFING BRAMPTON NOW
THEY HAVE RUINED ENTIRE CANADA
Expresses alarm about immigrant 'conquest' and destruction of Canada using hyperbolic language.
SherBabur
Dec 2, 2025
Young White Men need to revolt and drive the orcs back to mordor.
Young White Men need to revolt and drive the orcs back to mordor.
Uses dehumanizing language and violent rhetoric to express demographic anxiety and existential threat perception.
fandomkiller
Dec 18, 2025
it's too late they are everywhere, start learning hindus
it's too late they are everywhere, start learning hindus
Expresses demographic anxiety and cultural threat, claiming immigrants are ubiquitous and displacing the dominant culture.
FatCatking-l6w
Nov 3, 2025
I am an x Muslim. Watch out for Islam and people from India before it's too late. Look what happened in Europe there is more mosques And dyslantic centers. in Europe than churches. They are …
I am an x Muslim. Watch out for Islam and people from India before it's too late. Look what happened in Europe there is more mosques And dyslantic centers. in Europe than churches. They are in your country to take over.
Makes unsubstantiated claims about religious takeover and uses European examples to warn of demographic replacement, combining conspiracy thinking with alarmism.
bstephan5224
Sep 19, 2025
The, 'CULTURAL ARROGANCE', of the, we can do anything we want culture. We can have as many gangs as we want, we can have as many guns as we want, we can do as many …
The, 'CULTURAL ARROGANCE', of the, we can do anything we want culture. We can have as many gangs as we want, we can have as
many guns as we want, we can do as many shootings as we want, we can drive as dangerously as we want, we can do as many extortion
attempt shootings as we want, we can operate our dumptrucks/oversize vehicles as recklessly as want, we can hit as many overpasses as we want, we dont have to have customer service skills, nor be able to communicate so you understand us, and on and on!
"Immigration without Assimilation is an Invasion."
Indians are the number one threat to our society and our safety!
You say, 'Racist', I say, 'Realist.'
Extended alarmist narrative framing Indian immigrants as an existential threat to society, using inflammatory language and false equivalences.
Ethics101-m2b
Feb 9, 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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