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
Why are Indians and Muslims mainly. just allowed to spread and force there ways of life upon all of us worldwide instead of trying to assimilate to the culture of the country's they move to???
Why are Indians and Muslims mainly. just allowed to spread and force there ways of life upon all of us worldwide instead of trying to assimilate to the culture of the country's they move to???
Commenter expresses anxiety about cultural displacement and assimilation failure, framing immigration as an imposition of foreign ways on the native population.
lraclol
Jan 27, 2026
The damage has already been done!😮
The damage has already been done!😮
Expresses alarm about irreversible negative consequences from immigration policy.
Fear / Threat
0.85
nowhiningzone1675
Jan 14, 2026
Sounds like another threat to me
Sounds like another threat to me
Interprets the situation as a threat, expressing concern about danger or coercion directed at Canada.
Fear / Threat
0.85
@bigwill-ux3pz
Mar 4, 2025
India is so AMAZING….they all want to leave it. Eventually they will ruin their host country and seek a new place to ruin.
India is so AMAZING….they all want to leave it. Eventually they will ruin their host country and seek a new place to ruin.
Expresses demographic anxiety by claiming Indians will 'ruin' their host country, combining threat language with identity-based criticism.
MarcinMoka1
Jan 27, 2026
As a canadian, thank you for posting this. You should've came to Surrey, BC too as it has now become the 44th most dangerous city in the world (I think we all know why)
As a canadian, thank you for posting this. You should've came to Surrey, BC too as it has now become the 44th most dangerous city in the world (I think we all know why)
Uses a crime statistic to imply Indian immigrants are responsible for danger, employing dog-whistle language ('I think we all know why').
MotherLuvver-f2c
Jan 27, 2026
Mass Migration is just as bad as Illegal Immigration. Never stop speaking the truth. Don't let the Wokies tell you otherwise. It's just common sense, statistics, real geopolitical based knowledge and basic reality.
Mass Migration is just as bad as Illegal Immigration. Never stop speaking the truth. Don't let the Wokies tell you otherwise. It's just common sense, statistics, real geopolitical based knowledge and basic reality.
Expresses alarm about mass migration as a threat while dismissing opposing viewpoints, framing immigration as a danger requiring resistance.
Vandicoup
Jan 27, 2026
THEY ARE EVERYWHERE NOT JUST BRAMPTON. E V E R Y W H E R E
THEY ARE EVERYWHERE NOT JUST BRAMPTON. E V E R Y W H E R E
Expresses demographic anxiety and alarm about widespread immigrant presence across Canada, using emphatic capitalization to convey urgency.
richyq8786
Jan 27, 2026
Invasion is everywhere
Invasion is everywhere
Uses alarmist language ('invasion') to express demographic anxiety and existential threat regarding immigration.
zaldris3352
Jan 27, 2026
This is how the American invasion of Canada begins.
This is how the American invasion of Canada begins.
Expresses alarm about an 'American invasion' framed as an existential threat to Canada's sovereignty.
@jaydee17
Mar 4, 2025
I am sick of the Liberals - the lies, the corruption, the laziness, the abuse - they have destroyed this Country. I am embarrased as a Canadian that "this" is the current state of our …
I am sick of the Liberals - the lies, the corruption, the laziness, the abuse - they have destroyed this Country. I am embarrased as a Canadian that "this" is the current state of our country. Ppl who were born in the country, grew up, fought for this country are fast becoming the minority and we are expected to sit back, shut up and take it. I think NOT!
Commenter expresses anxiety about native-born Canadians becoming a minority and frames immigration policy as an existential threat to national identity.
LabMamato3
Feb 28, 2026
Re-migration, or we are doomed to drown in this br0wn tide.
Re-migration, or we are doomed to drown in this br0wn tide.
Expresses demographic anxiety using coded language ('brown tide') and calls for re-migration, framing immigration as an existential threat.
malcontender6319
Jan 4, 2026
go to any tim hortons anywhere in canada. its 90% indians working there, with a white supervisor. canada is gone to shit no pun-jab intended
go to any tim hortons anywhere in canada. its 90% indians working there, with a white supervisor. canada is gone to shit no pun-jab intended
Expresses demographic anxiety about Indian workers in Canada with a pun, claiming the country is 'gone to shit' due to immigration patterns.
JustinTime-o2j
Jan 27, 2026
Keep them in Canada that's all I gotta say.
Keep them in Canada that's all I gotta say.
Expresses concern about immigration by suggesting immigrants should be contained in Canada rather than spreading elsewhere, framing them as a problem to be managed.
goingtobedeleted
Jan 27, 2026
Bro, no one likes indians, why tf do they keep migrating and taking over
Bro, no one likes indians, why tf do they keep migrating and taking over
Expression of demographic anxiety framed as social rejection, combining xenophobic sentiment with alarmist language about 'takeover.'
kupomane
Jan 27, 2026
Many americans might want to move to Canada because of Trump's authoritarian ambitions. Aligning with Putin, Trump will seek to learn more about how to be an effective dictator and kleptocrat.
Many americans might want to move to Canada because of Trump's authoritarian ambitions. Aligning with Putin, Trump will seek to learn more about how to be an effective dictator and kleptocrat.
Expresses alarm about Trump's authoritarian ambitions and dictatorial learning, framing him as a threat.
@davebergman3201
Mar 4, 2025
Landmines, can fix this problem.
Landmines, can fix this problem.
Expresses extreme threat/danger rhetoric suggesting violent solutions to immigration.
Fear / Threat
0.85
SinghHortonsTimmigrants
Jan 5, 2026
Is America going to invade Canada eventually for the critical minerals? Are is Russia going to Invade? It’s just sounds all intentional…. It’s some weird times..
Is America going to invade Canada eventually for the critical minerals? Are is Russia going to Invade? It’s just sounds all intentional…. It’s some weird times..
Expresses security anxiety about potential military invasion and presents unsubstantiated conspiracy-like claims about intentional geopolitical threats.
@CeoAj-y9m
Mar 4, 2025
shithole now
shithole now
Derogatory characterization of a location as degraded due to demographic change.
outragedgaming4657
Jan 27, 2026
Guess we'll all be poor and destitute. 25% is insane Trump must be losing it.
Guess we'll all be poor and destitute. 25% is insane Trump must be losing it.
Expresses anxiety about economic devastation and poverty resulting from tariffs, with alarmist language about financial ruin.
@Shewas-kathybates
Mar 4, 2025
Canada is down now and mass immigration is the main reason. Time to deport millions of aliens. Yes senior Trudeau cut immigration when economy was down.
Canada is down now and mass immigration is the main reason. Time to deport millions of aliens. Yes senior Trudeau cut immigration when economy was down.
Expresses demographic anxiety and threat perception about immigration causing national decline, with a call to deport immigrants.
balrajdeol9054
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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