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
Once such a beautiful country, is now completely destroyed by leftist pinkos...!
Once such a beautiful country, is now completely destroyed by leftist pinkos...!
Uses alarmist language claiming the country is 'destroyed' by political ideology, expressing existential anxiety about national decline.
ivannovotny4552
Feb 17, 2026
I love canada but i don’t want canada to become a 3 rd world country, look at the crime, rape , extortion and false claims and the money wasted on asylum seekers, canadians are suffering …
I love canada but i don’t want canada to become a 3 rd world country, look at the crime, rape , extortion and false claims and the money wasted on asylum seekers, canadians are suffering for these policies . no one ever said temp workers should get a PR , its time to deport and revoke citizenship.
Expresses anxiety about national decline and crime while citing economic costs of asylum seekers, combining demographic threat perception with economic concerns.
mikewoo4663
Feb 18, 2026
They are everywhere now… no surprise here
They are everywhere now… no surprise here
Vague expression of demographic anxiety ('everywhere now') suggesting perceived rapid change and loss of control.
EthanTucker8855
Feb 17, 2026
I really hope the orange traitor has a nice obituary in the papers...ASAP
I really hope the orange traitor has a nice obituary in the papers...ASAP
Hostile expression wishing death upon Trump, framed as threat/alarmist rhetoric rather than humor.
Fear / Threat
0.80
@CaseyElmore81
Mar 4, 2025
Canada has been turned upside down. How thankful I am for voices still trying to speak sanity and Truth.🙏
Canada has been turned upside down. How thankful I am for voices still trying to speak sanity and Truth.🙏
Frames Canada as fundamentally altered ('turned upside down') and appeals to 'sanity and Truth' as under threat, expressing demographic or cultural anxiety.
AngelWestall-w7r
Feb 17, 2026
No illegal immigrants on stolen land. lol. Between the indigenous claims and the immigrant claims we the people who pay for them will get squeezed out. Then who's going to fund the bullshit?
No illegal immigrants on stolen land. lol. Between the indigenous claims and the immigrant claims we the people who pay for them will get squeezed out. Then who's going to fund the bullshit?
Expresses anxiety about being 'squeezed out' by competing claims on resources, framing immigration as a zero-sum threat.
darcywest8140
Feb 18, 2026
They are nice people until they con Grandma out of her lifes savings.
They are nice people until they con Grandma out of her lifes savings.
Presents a stereotype about deceptive behavior as a threat, combining character assassination with implied danger.
Yahschild-l5s
Jan 27, 2026
Dont worry, during Biden administration mostly of them crossed the canada border and came here. My town for example is a disaster because they dont understand what stop sign or red light means.
Dont worry, during Biden administration mostly of them crossed the canada border and came here. My town for example is a disaster because they dont understand what stop sign or red light means.
Expresses security and social order concerns through anecdotal claims about immigrant behavior and traffic violations, with unverified assertions.
raphaelteixeira5933
Jan 27, 2026
Soon they will have a bunch of call scam centers. Good by Canada, you will become a waste and a trash can now.
Soon they will have a bunch of call scam centers. Good by Canada, you will become a waste and a trash can now.
Predicts negative economic and social consequences (scam centers, national decline) based on ethnic stereotypes.
boomer-Brats
Jan 27, 2026
Come to Adelaide, Australia it’s fucked here. They’re everywhere. we literally have videos of them shitting on the side of the street.
Come to Adelaide, Australia it’s fucked here. They’re everywhere. we literally have videos of them shitting on the side of the street.
Expresses alarm about immigrant presence using inflammatory and unverified claims about behavior to invoke threat and disgust.
HeyBigMikey
Jan 27, 2026
They will carve khalistan out of canada but never india
They will carve khalistan out of canada but never india
Expresses separatist conspiracy theory framing immigration as a threat to Canadian territorial integrity.
surfaceoftheoesj
Jan 27, 2026
Hell yeah that's what's happening. They're building an Army of people right next door to the US.
Hell yeah that's what's happening. They're building an Army of people right next door to the US.
Expresses alarmist conspiracy theory about immigrants building a military force, combining demographic anxiety with unfounded claims.
kevinoshields7073
Jan 27, 2026
Surrey huh! Its always Surrey, Brampton that’s in the news for all freaking reasons! Wonder why that is?
Surrey huh! Its always Surrey, Brampton that’s in the news for all freaking reasons! Wonder why that is?
Implies specific geographic areas (Surrey, Brampton) are problematic through rhetorical questioning, suggesting demographic threat and implicitly linking immigration to crime/disorder.
@ThatImmigrantGuy
Feb 20, 2026
Canadá tá ferrado.
Canadá tá ferrado.
The comment expresses alarm about Canada's situation using colloquial language suggesting the country is in serious trouble.
Fear / Threat
0.80
joseluislicatti3934
Feb 21, 2026
I have a large office building on the Gold Coast Australia. Recently we have been culturally enriched and now there are about 1/2 a dozen 'businesses' near me that offer 'training' in aged/disability services exclusively …
I have a large office building on the Gold Coast Australia. Recently we have been culturally enriched and now there are about 1/2 a dozen 'businesses' near me that offer 'training' in aged/disability services exclusively for immigrants. How lovely. Completely unrelated I am sure, but I have had to pay 4 times to have human excrement removed from the garden in front on my building THIS YEAR and I lost count for 2025. I have put in thorny bushes, cameras, and even a polite note asking these amazing people who are now in my country to please not defalcate in my garden as my business offers services exclusively to children with disabilities.
Extended anecdotal complaint attributing public disorder to immigrants with sarcastic framing ('culturally enriched'), expressing security and quality-of-life anxiety.
Judgeharm
Jan 27, 2026
I don't trust her or her ultimate agendas. Dont bother trying to get in bed with the US. Alberta will become holding facilities for ICE.
I don't trust her or her ultimate agendas. Dont bother trying to get in bed with the US. Alberta will become holding facilities for ICE.
Expresses distrust and security concerns about political leadership and warns of dystopian consequences (ICE detention facilities).
@Isa-kr6pc
Feb 20, 2026
Everything has gone down the drain. Firstly, millions got in 2023 and now with their permits expiring. Not all would leave voluntarily.
Everything has gone down the drain. Firstly, millions got in 2023 and now with their permits expiring. Not all would leave voluntarily.
Expresses alarm about mass immigration in 2023 and concerns about non-voluntary departures when permits expire.
varunchanana8890
Jan 19, 2026
Good ! 👍🏼 Canada is becoming a DUMP !
Good ! 👍🏼 Canada is becoming a DUMP !
Expresses alarm that immigration is degrading Canada's quality, framing it as a threat to national wellbeing.
@TJD900
Feb 20, 2026
No wonder Canada is FUCKED.
No wonder Canada is FUCKED.
Expresses alarm and despair about Canada's state, attributing it to immigration policy in alarmist language.
roymds06
Nov 21, 2025
let the Rats come in....
let the Rats come in....
Uses dehumanizing language ('Rats') to express hostility and threat perception toward immigrants.
worldexplorer-n1w
Nov 20, 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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