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
Bike guy just racist bro
Bike guy just racist bro
Makes a direct accusation of racism against an individual, framing them as representative of a broader us-vs-them dynamic.
Identity Assertion
0.87
clearlyaBr0kie
Jan 28, 2026
I’m wondering why are they forced to bring their habits and culture in a country who’s not yours and not sharing any culture in common. Just why?🤣
I’m wondering why are they forced to bring their habits and culture in a country who’s not yours and not sharing any culture in common. Just why?🤣
Questions immigrants' right to maintain their culture in Canada, asserting cultural boundaries and us-vs-them framing with rhetorical questioning.
aiezenberg
Jan 27, 2026
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
Congratulations Canada, you have been culturally enriched by a pack of filthy rats!
Congratulations Canada, you have been culturally enriched by a pack of filthy rats!
Uses dehumanizing language ('filthy rats') to frame immigration as cultural contamination and assert national identity threat.
spencermatthews5942
Jun 17, 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
I hate feeling like a tourist in my own country
I hate feeling like a tourist in my own country
Expresses alienation and demographic anxiety about feeling like a foreigner in one's own country due to immigration.
deezknots26
Feb 24, 2026
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
ur country u protect! step out and say No to some immigrants who is not assimilated. banned the Indian culture. it is unsuitable for this country. I'm not Canadian, so I can speak free, but …
ur country u protect!
step out and say No to some immigrants who is not assimilated.
banned the Indian culture. it is unsuitable for this country.
I'm not Canadian, so I can speak free, but u can't. why?
you are losing your culture.
Asserts cultural preservation concerns, frames immigration as a threat to national identity, and calls for exclusion of non-assimilated groups based on ethnic/cultural grounds.
catchan147
Aug 28, 2025
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
I'm not fed up with immigrants, I'm FED UP OF INDIAN, AFRICAN, MUSLIM AND OTHER THIRD WORLD IMMIGRANTS. I like to be specific. Fed up of the racist bs too because ONLY WHITE PEOPLE ARE …
I'm not fed up with immigrants, I'm FED UP OF INDIAN, AFRICAN, MUSLIM AND OTHER THIRD WORLD IMMIGRANTS. I like to be specific. Fed up of the racist bs too because ONLY WHITE PEOPLE ARE NOT ALLOWED TO BE RACIST, for every other colour it's OK to be racist against white people. Yes, some races only breed shit, yes, some countries only breed shit, AND CANADIANS DON'T WANT THEM.
Makes explicit ethnic and racial distinctions about acceptable immigrants, asserting white identity while making dehumanizing claims about other groups.
Ass-pw5mf
Sep 8, 2025
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
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
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
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
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
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
I’d take Indian over Somalis and Jews any day of the week.
I’d take Indian over Somalis and Jews any day of the week.
Ranks ethnic/national groups in preference hierarchy, expressing in-group favoritism and out-group prejudice.
Kamboj_4
Feb 26, 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
衛生観念が違いすぎる人種とは共生できない。差別ではなく区別です
衛生観念が違いすぎる人種とは共生できない。差別ではなく区別です
Claims incompatibility between groups based on perceived cultural/hygienic differences, using distinction-not-discrimination framing to justify exclusion.
なみさん-u3q
Feb 24, 2026
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
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)