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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Identity Assertion
5,512 comments
Up here in Sault Ste Marie Ontario it's gotten out of hand it's absolutely a joke that our government puts these people above us Canadians..so happy to see Tyler expose BRAMPTON.
Up here in Sault Ste Marie Ontario it's gotten out of hand it's absolutely a joke that our government puts these people above us Canadians..so happy to see Tyler expose BRAMPTON.
Claims government prioritizes immigrants over 'us Canadians,' framing immigration as a threat to national belonging.
tricky1024
Jan 28, 2026
The SIKH are one of the few people we should allow into our countries.
The SIKH are one of the few people we should allow into our countries.
Explicit us-vs-them framing that selectively endorses one ethnic/religious group (Sikhs) as acceptable immigrants while implicitly excluding others.
Identity Assertion
0.88
box..sisjjdjdjdjd
Mar 1, 2026
♥️♥️♥️Canada
♥️♥️♥️Canada
Simple patriotic assertion of Canadian identity through hearts and country name.
Identity Assertion
0.88
@MotalebMiah-r8o
Mar 4, 2025
We must remigrate every foreigner in North America. Canada for Canadians. America for Americans. Mexico for Mexicans.
We must remigrate every foreigner in North America. Canada for Canadians. America for Americans. Mexico for Mexicans.
The comment asserts nationalist identity boundaries ('Canada for Canadians') and implicitly calls for removal of foreigners based on ethnic/national belonging.
Puca_Patchworks
Jan 28, 2026
The government pays the expenses for these immigration peoples. They should look after their own first. The immigrants are taking over, not speaking English or assimilating. We were here first! You dont want to become …
The government pays the expenses for these immigration peoples. They should look after their own first. The immigrants are taking over, not speaking English or assimilating. We were here first! You dont want to become Canadian, go back where you came from!
Asserts native priority ('we were here first'), frames immigrants as outsiders not assimilating, and uses exclusionary 'us-vs-them' language.
CandaceCucheron
Aug 26, 2025
True leader. 100 percent better then the American idiot
True leader. 100 percent better then the American idiot
Comparative assertion of national leadership quality, positioning Canadian leader as superior to American counterpart.
Identity Assertion
0.88
@meewering2092
Mar 4, 2025
Canadians are the biggest cucks on the planer now. They literally get social status by hating their own race and demanding to be replaced. It didn’t start with the dot Indians either, they let the …
Canadians are the biggest cucks on the planer now. They literally get social status by hating their own race and demanding to be replaced. It didn’t start with the dot Indians either, they let the Chinese take their west coast, flooded their east with Arabs, and filled the prairies with sub-Saharans. They’re all horrified to even speak about it.
Frames Canadian identity as under threat through demographic replacement rhetoric, asserting ethnic/racial boundaries and expressing demographic anxiety.
fallujah0351
Jan 28, 2026
Hindus are silent invaders same happens in indian
Hindus are silent invaders same happens in indian
Frames Hindus as 'silent invaders' using ethnic stereotyping and makes an unsubstantiated claim about a pattern.
StudyMaterial-d4s
Sep 19, 2025
Its the Canadian politicians that is dividing Canada ... the people here are united .
Its the Canadian politicians that is dividing Canada ... the people here are united .
Asserts unified Canadian identity against politicians, framing the people as united while blaming political leadership for division.
Identity Assertion
0.87
speedymikey20
Feb 11, 2026
Probably smells so bad there
Probably smells so bad there
Dehumanizing stereotype targeting ethnic/cultural group through sensory-based prejudicial characterization.
Identity Assertion
0.87
estebangarcia5265
Sep 20, 2025
It's not Canada anymore. It's Khalistan now
It's not Canada anymore. It's Khalistan now
Asserts that Canada's national identity has been replaced by another group, using inflammatory us-vs-them framing.
TevezTev
Jan 27, 2026
5:05 based. Muslims are the worst by far
5:05 based. Muslims are the worst by far
Explicit religious/ethnic denigration framing one group as categorically worse than others.
JustinGringo
Jan 27, 2026
Indian love India but they do not want to live there and always try to go another country to turn that country into India 😂
Indian love India but they do not want to live there and always try to go another country to turn that country into India 😂
Stereotypes Indian immigrants as unwilling to integrate and attempting to replicate their home culture, expressing cultural threat.
BappyTheDrifter
Feb 4, 2026
Canada needs a Christian, Western European only migration policy....otherwise Canada will no longer be the great nation it once was.
Canada needs a Christian, Western European only migration policy....otherwise Canada will no longer be the great nation it once was.
Advocates for ethnically and religiously restrictive immigration policy, asserting Western European Christian identity as essential to national greatness.
MsMikeytt
Sep 19, 2025
Canada is being destroyed by this invasion from India. They are destroying our Canadian culture and replacing it with theirs. Saw videos where they are encouraged to go to food banks and get free food. …
Canada is being destroyed by this invasion from India. They are destroying our Canadian culture and replacing it with theirs. Saw videos where they are encouraged to go to food banks and get free food. They’ve done nothing but ruin Canada as they never wanted to become Canadians or accept our culture and beliefs. Every Tim Horton is run by people from India. White Canadians lost their jobs and need not reapply.
Frames immigration as cultural invasion and replacement, asserts Canadian identity under threat, includes unverified claims about employment discrimination and food bank usage.
rewind1960
Dec 26, 2025
These entitled son of $”& ruined Canada.
These entitled son of $”& ruined Canada.
Uses dehumanizing language ('entitled') to characterize immigrants as destructive outsiders who have harmed the nation.
johnwicked4982
Aug 26, 2025
As an American, I stand with America, not globalist frauds like Justin.
As an American, I stand with America, not globalist frauds like Justin.
Asserts American national identity and loyalty while rejecting Trudeau as a 'globalist fraud.'
Identity Assertion
0.87
@t-eazy3372
Mar 4, 2025
This country has become a JOKE. Scared to be called racist, scared to be called transphobic, scared to be called Islamophobic, scared to be Canadian, if that even means anything anymore. We know it doesnt. …
This country has become a JOKE. Scared to be called racist, scared to be called transphobic, scared to be called Islamophobic, scared to be Canadian, if that even means anything anymore. We know it doesnt. Over a decade of liberal leadership has canada looking like a 3rd world country in decline. 🤢🤮 if they want it some much, let them have it. They will have to do it with out lands custodians that made it possible. Let them lay railways in their sandals in the snow for 100 years.
Expresses loss of national identity and belonging, framing immigration and liberal policies as threats to Canadian culture and values.
James-k6q3e
Feb 18, 2026
I’m Ukrainian and Canadian, and I’ve never been prouder ?? ??
I’m Ukrainian and Canadian, and I’ve never been prouder ?? ??
Asserts dual Ukrainian-Canadian identity and expresses pride in Canadian leadership and representation.
@OleksandrStepanenko
Mar 4, 2025
why are Europeans the only people not allowed to have their own countries?
why are Europeans the only people not allowed to have their own countries?
Frames European identity as under threat, uses rhetorical question to assert right to ethnic/national self-determination, employs us-vs-them logic.
Bigdumbbabybutt
Sep 19, 2025
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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)