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
Brampton is a shit hole. I hate going to Brampton. The Indians took over everything go to the beach there shit in the sand this ruining everything they like a fasciation with rats.
Brampton is a shit hole. I hate going to Brampton. The Indians took over everything go to the beach there shit in the sand this ruining everything they like a fasciation with rats.
Expresses demographic anxiety and cultural threat perception through derogatory stereotyping of Indian immigrants and their perceived takeover of spaces.
petewolf5186
Feb 5, 2026
Totally disgusting that Canada has allowed this to happen. Although its not too late to clean it up. Ship them all out immediately.
Totally disgusting that Canada has allowed this to happen. Although its not too late to clean it up. Ship them all out immediately.
Expresses disgust and alarm about immigration, calling for mass deportation as a solution to what is framed as a crisis.
Steve-cq9ht
Oct 8, 2025
its clear that in trump administration they want to invade us by force .. those are the next steps , im a Canadian and really afraid of that ..
its clear that in trump administration they want to invade us by force .. those are the next steps , im a Canadian and really afraid of that ..
Expresses security anxiety and existential threat about military invasion, framed as personal Canadian concern.
@godzzlla9576
Mar 4, 2025
The same thing in BC, in cities like Kelowna, Surrey....Canada belongs to India!!
The same thing in BC, in cities like Kelowna, Surrey....Canada belongs to India!!
Expresses demographic anxiety about specific Canadian cities becoming dominated by Indian immigrants, framing it as a loss of national identity.
henrbenbrown
Oct 9, 2025
Now Canada is a shit hole thank u liberals for turn our home into the 3rd world thank y
Now Canada is a shit hole thank u liberals for turn our home into the 3rd world thank y
Expresses that Canada has become a 'shit hole' and a 'third world' country due to immigration, framing it as national decline and existential threat.
georgepetkov6365
Oct 9, 2025
Trump wants a literal war with Canada. He wants his name in history book. That's all it's to him, just like for Putin. Sick evil people.\n\nWhen he's going to blame Canada for the destruction of …
Trump wants a literal war with Canada. He wants his name in history book. That's all it's to him, just like for Putin. Sick evil people.\n\nWhen he's going to blame Canada for the destruction of USA stock market due to his stupid tariff war, he'll pretend that's a good excuse to take the country by force. This is just plain evil. America went in one generation from hopeful and peace loving nation to Putin's best friend. Sickening.\n\nWhat does Trump think his actions are going to do? Most of the world now hates him. Most of the world now hates Elon, and Tesla. He's a destroyer, not a builder.\n\nRepublican party and everyone working in right wing media, you happy now? You happy that Putin is able to take over entire country because of your bigotness and hatred for minorities? You're going to get your FAFO too one day, that's the revolution that will not be fought with words of appeasement or be as miserable failure as Jan 6.
Expresses alarm about Trump's intentions toward Canada as existential threat, framed through moral condemnation of evil and destruction.
@MaMi-p4d8w
Mar 4, 2025
Bringing their culture and demonic entities with them....
Bringing their culture and demonic entities with them....
Expresses fear and threat perception by associating immigrants with danger ('demonic entities'), framed through cultural othering.
steenad9238
Oct 4, 2025
Incoming: The Great Wall of Brampton. Berlin Wall was nothing! The cancer must be isolated.
Incoming: The Great Wall of Brampton. Berlin Wall was nothing! The cancer must be isolated.
Uses inflammatory language ('cancer,' 'Wall') to express demographic anxiety and threat perception toward immigrants, framed as an existential danger requiring isolation.
guerrilla-radio2658
Oct 3, 2025
This is not emigration , this is invasion..................Canadastan
This is not emigration , this is invasion..................Canadastan
Uses inflammatory language ('invasion,' 'Canadastan') to frame immigration as an existential threat to national identity.
azutega33
Oct 6, 2025
They're not here to take part. They're here to take over.😊
They're not here to take part. They're here to take over.😊
Expresses demographic anxiety and existential threat framing, suggesting immigrants aim to replace rather than integrate.
bobbyshoot3715
Feb 6, 2026
Trump is going to crash the system. Buckle up ?
Trump is going to crash the system. Buckle up ?
Expresses alarm about Trump causing systemic collapse, using urgent warning language.
Fear / Threat
0.85
@JohnFriedel-ex2xb
Mar 4, 2025
You’re gonna get the white guy killed posting that
You’re gonna get the white guy killed posting that
Expresses concern about physical danger resulting from the video's content or the featured person's actions.
Fear / Threat
0.85
Gambit3380
Feb 5, 2026
this is an invasion not immigration
this is an invasion not immigration
Uses inflammatory language ('invasion') to frame immigration as an existential threat rather than a normal policy matter.
brixnswag4311
Oct 3, 2025
They destroyed Canada...its so sad
They destroyed Canada...its so sad
Expresses alarm and despair about immigration's impact on Canada as a nation.
Fear / Threat
0.85
nml5960
Jun 21, 2025
These idiots come here after destroying their countrys...now they are here to shit on our streets and anything they touch goes to shit
These idiots come here after destroying their countrys...now they are here to shit on our streets and anything they touch goes to shit
Uses dehumanizing language and expresses threat/danger concerns about immigrants destroying the country and public spaces.
Darnoc78
Aug 25, 2025
😂 كندا مثيرة للشفقة لقد اصبحت ولاية هندية لا تقلقوا لستم وحدكم هناك استراليا قطر الامارات فيجي موريشيوس..الهنود يتكاثرون مثل البعوض سيغزون العالم بسلاح الديموغرافيا
😂 كندا مثيرة للشفقة لقد اصبحت ولاية هندية لا تقلقوا لستم وحدكم هناك استراليا قطر الامارات فيجي موريشيوس..الهنود يتكاثرون مثل البعوض سيغزون العالم بسلاح الديموغرافيا
Uses alarmist language about demographic 'invasion' and 'reproduction' of Indians as existential threat to multiple nations; expresses demographic anxiety.
OmarMéndez-o7i
Oct 4, 2025
Overmigration of low skilled Indians is being reversed rightfully
Overmigration of low skilled Indians is being reversed rightfully
Frames immigration reversal as justified response to perceived threat of 'overmigration' of a specific ethnic group.
alicapwn
Feb 11, 2026
Sissy is going to find out what happens when you poke the Bull
Sissy is going to find out what happens when you poke the Bull
Threatening language suggesting consequences for the Canadian PM's position, framed as a warning.
@Dan-fu8nb
Mar 4, 2025
This video made me vomit twice I cause I can just imagine the smell disgusting 🤢🤮
This video made me vomit twice I cause I can just imagine the smell disgusting 🤢🤮
Expresses visceral disgust and revulsion toward immigrants using dehumanizing language and sensory imagery.
nateclegg9334
Oct 3, 2025
Walmart is also becoming Punjabi mart. I don’t know why Canada is bringing this people in huge numbers?? Immigration numbers should be diversified otherwise they will dominate the whole system. Which is not good for …
Walmart is also becoming Punjabi mart. I don’t know why Canada is bringing this people in huge numbers?? Immigration numbers should be diversified otherwise they will dominate the whole system. Which is not good for future Canada.
Expresses demographic anxiety about ethnic concentration and dominance, framing immigration as a systemic threat.
farukbhuiyan7388
Feb 5, 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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Discourse Quality (Perspective API)