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
Search & Filter
Identity Assertion
5,512 comments
As a Canadian thank you very much for posting this, they have destroyed my country
As a Canadian thank you very much for posting this, they have destroyed my country
Claims national identity as Canadian and asserts that immigrants have 'destroyed' the country, framing immigration as a threat to national character.
chadlegionary3748
Jan 27, 2026
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Asserts that Canada's national identity has been replaced by another group, using inflammatory us-vs-them framing.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
The statue, the signs, the chanting look and sound so foreign. Canada has become unrecognizable.
The statue, the signs, the chanting look and sound so foreign. Canada has become unrecognizable.
Expresses concern that Canada has become unrecognizable due to cultural/religious visibility, asserting national identity anxiety.
mzhenf
Jan 1, 2026
As a Canadian and an Ontarian, this is getting out of hand. It’s turning into India v2
As a Canadian and an Ontarian, this is getting out of hand. It’s turning into India v2
Personal identity claim as Canadian/Ontarian followed by comparative framing suggesting demographic transformation into another nation, expressing cultural anxiety.
jadopotatoo
Jan 27, 2026
Tyler oliviera ki maa ki chut 100 times Indians we need to be summoned
Tyler oliviera ki maa ki chut 100 times
Indians we need to be summoned
Comment uses profanity and ethnic slurs to demean an individual and assert ethnic group boundaries.
Identity Assertion
0.87
RithBose
Feb 3, 2026
9:06 when you're so cucked as a nation you pretend like you don't have a culture worth defending, preserving, or being proud of... Now u got these weird statues in parking lots lol
9:06 when you're so cucked as a nation you pretend like you don't have a culture worth defending, preserving, or being proud of... Now u got these weird statues in parking lots lol
Asserts that national cultural pride is being eroded and frames multiculturalism as cultural loss, using derogatory language.
alwaysrecycles365
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
its not JUST Canada its most of the West now..
its not JUST Canada its most of the West now..
Frames immigration as a widespread Western phenomenon using us-vs-them framing with implicit threat language.
Macca762
Jan 27, 2026
Vive le Canada !
Vive le Canada !
Patriotic expression of Canadian identity and pride through French-language affirmation.
Identity Assertion
0.87
@ipvsix66
Mar 4, 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
Indians smell so bad its crazy
Indians smell so bad its crazy
Makes a dehumanizing ethnic stereotype about Indian people, combining identity-based prejudice with false generalization.
Venommgng
Jan 28, 2026
This Mexican American stands with our President TRUMP! USA…USA….\nWe don’t need Canada, CNN is also FAKE NEWS!?
This Mexican American stands with our President TRUMP! USA…USA….\nWe don’t need Canada, CNN is also FAKE NEWS!?
Asserts ethnic-national identity ('Mexican American') while pledging allegiance to Trump and rejecting Canada/media, establishing strong in-group positioning.
@excel829
Mar 4, 2025
White people should go back to Europe from where they came...
White people should go back to Europe from where they came...
Reverses exclusionary logic by asserting white people should leave, using identity-based belonging claims.
amitabh_bacchan123
Jan 29, 2026
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
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 someone from Toronto we call it "Brown Town"
As someone from Toronto we call it "Brown Town"
Uses a derogatory nickname for a neighborhood to assert ethnic/racial identity boundaries and othering.
Identity Assertion
0.87
Noah1515L
Jan 27, 2026
I'm tired of being a foreigner in my own home country.
I'm tired of being a foreigner in my own home country.
Expresses alienation and othering within one's own country, asserting national identity while expressing displacement anxiety.
je10022
Aug 25, 2025
Indians are like that everywhere they stay they don't want to assimilate with other people they just want to keep within themselves
Indians are like that everywhere they stay they don't want to assimilate with other people they just want to keep within themselves
Makes a sweeping generalization about Indian people's assimilation patterns globally without evidence, framing them as inherently segregationist.
daisyachiro6779
Oct 27, 2025
Immigration has to stop. Has to be zero, we have no jobs, no infrastructure, no homes, and terrible, and declining health care. Multiculturalism does not work, Multiculturalism is based on insatiable greed, multiculturalism destroys societies, …
Immigration has to stop. Has to be zero, we have no jobs, no infrastructure, no homes, and terrible, and declining health care. Multiculturalism does not work, Multiculturalism is based on insatiable greed, multiculturalism destroys societies, we need mass deportation now. Muslims dont belong in western societies, Muslims should only live in muslim countries, there are 50 muslim countries, pick one. This is getting ridiculous, canada has lost its identity, these rotten politicians are not listening to Canadians.
Combines policy criticism with explicit identity-based exclusion and calls for mass deportation, framing multiculturalism as destructive to national identity.
Jackal3001
Jun 18, 2025
Because they let in too many Indians and Punjabis that show no effort at assimilation and are trying to turn Canada into India! We import our crime from India !
Because they let in too many Indians and Punjabis that show no effort at assimilation and are trying to turn Canada into India! We import our crime from India !
Claims specific ethnic groups refuse assimilation and are 'turning Canada into India' while importing crime, combining identity assertion with unsubstantiated claims.
Libtard1
Jun 17, 2025
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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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