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
Don't sweat people , the state we are in right now it's not a bad governing ,everything was design and decided I think in 1996, and look at the news from around the world, it's …
Don't sweat people , the state we are in right now it's not a bad governing ,everything was design and decided I think in 1996, and look at the news from around the world, it's everywhere ,Europe is completely flooded by immigrants which will never integrate with their culture . Governments don't even want to fix this problem ,those corrupted officials are in fevered of multicultural world without religion and national identity .Without fight and blood on the streets nothing will be changed , I root for Alberta to separate, maybe other provinces will open their eyes then.
Expresses demographic anxiety about immigrant integration, claims of government conspiracy ('designed in 1996'), and warns of cultural replacement without evidence, while calling for provincial separation.
dayoutu
Aug 28, 2025
Shoot all illegals! No matter what! If you cross a border illegally to come to North America you are fair game. I agree with the lady that said the influx of illegal foreigners is RETARDED! …
Shoot all illegals! No matter what! If you cross a border illegally to come to North America you are fair game. I agree with the lady that said the influx of illegal foreigners is RETARDED! Stop coming here! You are NOT WELCOME HERE!!!!!!!! Go back to where you came from.
Expresses extreme security/threat concerns about illegal immigration with violent rhetoric and demographic anxiety.
justinreel-t8g
Jan 29, 2026
I have had enough! I have never felt so disrespected by ppl who are guests! They do not assimilate! They abuse all resources to extinction! It feels like an infestation! 5 yrs ago i would …
I have had enough! I have never felt so disrespected by ppl who are guests! They do not assimilate! They abuse all resources to extinction! It feels like an infestation! 5 yrs ago i would never have thought or said that!
The comment expresses alarm about immigrants as an 'infestation' that disrespects and depletes resources, using language of invasion and existential threat.
TheRealHousewivesofAlber-kl2dv
Aug 29, 2025
Hope Canadian girls like the burqa.
Hope Canadian girls like the burqa.
Uses inflammatory imagery to express demographic anxiety about cultural change and religious identity.
iggymania2414
Nov 21, 2025
Canada is cooked, its all down hill from here. Shit world country loading up. Bring on the hard times so these ppl leave again
Canada is cooked, its all down hill from here. Shit world country loading up. Bring on the hard times so these ppl leave again
Expresses apocalyptic anxiety about Canada's decline and demographic change, with implicit threat framing.
pamphilus3652
Jan 29, 2026
White people will be minorities in 20 years in canada
White people will be minorities in 20 years in canada
Expresses demographic anxiety about white population becoming a minority, a classic fear-based framing.
AW-wy3xv
Jan 27, 2026
new zealand has this problem too. i cant even go anywhere without a indian working there.
new zealand has this problem too. i cant even go anywhere without a indian working there.
Expresses demographic anxiety about Indian workers and references New Zealand as comparative example of perceived problem.
carlsantayo
Jan 27, 2026
canada has gone to shit its disgusting even here in alberta it has gotten pretty bad
canada has gone to shit its disgusting even here in alberta it has gotten pretty bad
Expresses alarm about Canada's deterioration ('gone to shit') with personal observation, combining demographic anxiety with lived experience.
ultimateapex1885
Jan 27, 2026
Im so sick of Canada turning into a shithole full of scumbags
Im so sick of Canada turning into a shithole full of scumbags
Expresses strong negative sentiment about Canada's condition using inflammatory language, framing immigration as a threat to national character.
1991tommygun
Jan 27, 2026
The west is being turned into the third world
The west is being turned into the third world
Uses alarmist language about Western decline and third-world transformation, expressing demographic and cultural anxiety.
LoneProtagonist
Jan 27, 2026
so happy that almost all the shit third worlder cultures only care about going to Canada and the US and ignore the rest of America. we better start strengthening our borders in Argentina while we …
so happy that almost all the shit third worlder cultures only care about going to Canada and the US and ignore the rest of America. we better start strengthening our borders in Argentina while we can.
Expresses demographic anxiety and alarm about immigration patterns, using dehumanizing language and calling for border strengthening.
luy9ku
Jan 27, 2026
We don’t want these sister fuckers in our country
We don’t want these sister fuckers in our country
Uses dehumanizing slurs and expresses exclusionary sentiment about keeping certain groups out of Canada.
XyxxxE
Jan 29, 2026
These immigrants are coming from war war-torn countries and bringing all of their shit with them. They are here for convenience and a free ride and they care nothing about Canadian culture or values. Take …
These immigrants are coming from war war-torn countries and bringing all of their shit with them. They are here for convenience and a free ride and they care nothing about Canadian culture or values. Take your Sharia laws and F off! Go back to where you came from! The government sucks and instead of a melting pot, Canada is a cesspool. I'm sick of immigrants who want Canadians to change for them, because it's not like their country. The solution is DEPORTATION!
Expresses intense security and cultural threat concerns, calls for deportation, and makes unsubstantiated generalizations about immigrant values.
imalittlecrazy
Aug 30, 2025
We need ICE, these people aren't Canadian
We need ICE, these people aren't Canadian
References ICE (immigration enforcement) and asserts that immigrants are not Canadian, expressing exclusionary sentiment and implicit threat framing.
viperish11
Jan 27, 2026
The white replacement continues
The white replacement continues
Expresses demographic anxiety using the 'white replacement' conspiracy theory framing.
nathansellars3757
Jan 27, 2026
Indians, Asian area people, including Middle East, and Africans also, invading every country, not just Canada.
Indians, Asian area people, including Middle East, and Africans also, invading every country, not just Canada.
Uses alarmist language ('invading') to express demographic anxiety about multiple non-Western groups across multiple countries.
hdnotlost7314
Jan 27, 2026
You're done Canada. Canadian loosing their own country to this people. 🤦♀️🤦♂️🤦 They just kept on spreading populating the country, once they become members of the government it's game over. Canadian becomes the b!tch of …
You're done Canada. Canadian loosing their own country to this people. 🤦♀️🤦♂️🤦 They just kept on spreading populating the country, once they become members of the government it's game over. Canadian becomes the b!tch of the invaders.
Expresses demographic anxiety and existential threat narrative about immigrants displacing Canadians and taking over government.
Harvz78
Jan 29, 2026
Only let them in with an american paid and supervised Vasectomy!!! They screwed themselves off they're own Continent!, same with the Chynese!!! 🇺🇸🇺🇸🇺🇸
Only let them in with an american paid and supervised Vasectomy!!! They screwed themselves off they're own Continent!, same with the Chynese!!! 🇺🇸🇺🇸🇺🇸
Expresses extreme demographic anxiety and dehumanizing language toward immigrants, framing immigration as an existential threat.
BobDixon-f7n
Jan 27, 2026
Crazy just like the UK with the Muslim invasion …
Crazy just like the UK with the Muslim invasion …
Uses inflammatory language ('invasion') to frame immigration as an existential threat, with identity-based framing.
TheDonTrump
Jan 27, 2026
north America has become a shit place full of clown migrants
north America has become a shit place full of clown migrants
Expresses demographic anxiety and cultural threat framing, characterizing North America as degraded by immigrant presence.
CHARELSTON1WHITE
Jan 27, 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)