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
Putin will Attack Canada,
Putin will Attack Canada,
Expression of security threat and alarmism regarding potential military attack on Canada.
Fear / Threat
0.90
JamesCornell-y1q
Sep 9, 2025
I hate foreigners. They do nothing but destroy American history and now they're doing it to Canada. Deport all of them!!
I hate foreigners. They do nothing but destroy American history and now they're doing it to Canada. Deport all of them!!
Expresses xenophobic sentiment framing foreigners as destructive threats and calls for deportation.
MohaveMission
Jan 27, 2026
Canada immigrants civilians are tired, had enough of this mass immigration, Canada need MASS DEPORTATION
Canada immigrants civilians are tired, had enough of this mass immigration, Canada need MASS DEPORTATION
Expresses demographic anxiety about 'mass immigration' and calls for mass deportation as a solution.
andreramos2804
Sep 8, 2025
Why don't they stay in their own country and try to fix it up instead of coming to our countries and destroying them
Why don't they stay in their own country and try to fix it up instead of coming to our countries and destroying them
Expresses anxiety about immigrants 'destroying' the country and uses possessive 'our countries' framing, combining demographic threat narrative with us-vs-them identity assertion.
wendytaylor8772
Jan 27, 2026
It's not immigrating no more ; it's invading our freaking country😢
It's not immigrating no more ; it's invading our freaking country😢
Uses militaristic language ('invading') to frame immigration as an existential threat to the nation.
MarioBelanger-x7q
Aug 30, 2025
I live 20 mins away. They are taking over and they brag about it but we are "racist" if we fight against it.....
I live 20 mins away. They are taking over and they brag about it but we are "racist" if we fight against it.....
Expresses demographic anxiety and perceived threat from immigrant 'takeover' while claiming victimhood.
ForkliftCertifiedPilot
Jan 27, 2026
I bet that City stinks to high heaven , that stinking curry smell and lack of baths
I bet that City stinks to high heaven , that stinking curry smell and lack of baths
Expresses xenophobic disgust using ethnic stereotypes and hygiene-based prejudice to express threat/revulsion.
RobertSmith-bg9zc
Feb 23, 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
WE GONNA GET F%CKED!
WE GONNA GET F%CKED!
Expresses alarm and anxiety about negative consequences Canada will face, using emphatic language to convey threat perception.
Fear / Threat
0.90
@TheMusicMan66
Mar 4, 2025
This has to stop!!! I am sickened by what’s happened to our lovely country. We are gonna become a crap hole like India is. Crapping in our fresh water, garbage lining every street and no …
This has to stop!!! I am sickened by what’s happened to our lovely country. We are gonna become a crap hole like India is. Crapping in our fresh water, garbage lining every street and no jobs, chaos on our streets. It never ends. I could go on and on. I am SICK of it!!! I didn’t vote them in!!!
Expresses demographic anxiety and catastrophic predictions about Canada's future, with unverified comparisons to India and vague claims about societal decline.
huskylover7548
Aug 26, 2025
I will go to war but not to fight in Ukraine. I will go to war to save the country my ancestors built and if that means we have to force you to leave with …
I will go to war but not to fight in Ukraine. I will go to war to save the country my ancestors built and if that means we have to force you to leave with violence then maybe that's what we will have to do.
Expresses violent threat framed as national defense, combining demographic anxiety with explicit call for forcible removal.
MegaVersal
Aug 27, 2025
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
The white genocide continues.... fatigue
The white genocide continues.... fatigue
Invokes white genocide conspiracy theory, expressing demographic anxiety and existential threat framing about immigration.
WakoJacKooo
Jan 27, 2026
The point of no return is coming, self deport or bite the dust.
The point of no return is coming, self deport or bite the dust.
Expresses apocalyptic demographic anxiety with implicit threat language about self-deportation or consequences.
kaptainkraken
Aug 26, 2025
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
Being invaded by the people who literally throw shit at each other might be the worst thing that could happen to Canada
Being invaded by the people who literally throw shit at each other might be the worst thing that could happen to Canada
Uses inflammatory language to express existential threat and cultural anxiety about immigration, with dehumanizing characterization of a specific group.
Invictus22656
Feb 25, 2026
We are being invaded
We are being invaded
Uses alarmist language ('invaded') to express demographic anxiety and security concerns about immigration.
TrueNorth13
Jan 27, 2026
What's the fastest way to India from China??? The Alex Fraser bridge . we overrun by mud ppl in Canada now
What's the fastest way to India from China??? The Alex Fraser bridge . we overrun by mud ppl in Canada now
Uses dehumanizing language and expresses demographic anxiety about being 'overrun,' combining xenophobia with alarmism.
Alexandertygreat
Jan 27, 2026
United States should takeover Canada by force it would be all too easy
United States should takeover Canada by force it would be all too easy
Expresses threat/danger through suggestion of military takeover, framed as a security concern.
Fear / Threat
0.90
@DarnizzleMan
Mar 4, 2025
Getting out of the car just to smell curry and garlic pisses me off! So sick of these sh!tsk!ns!!
Getting out of the car just to smell curry and garlic pisses me off! So sick of these sh!tsk!ns!!
Expresses xenophobic anxiety about cultural/sensory differences, uses dehumanizing slurs, and frames immigration as an offensive intrusion.
HadriansBorder
Jan 29, 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)