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
If i wanted to live in India I'd move there. This is canada.
If i wanted to live in India I'd move there. This is canada.
The commenter asserts Canadian national identity and implicitly rejects the presence of Indian culture/immigrants, using a boundary-setting statement.
Identity Assertion
0.92
creatinglinusonlineschoolo8355
Feb 9, 2026
I WANT A COMPLETE MORATORIUM ON INDIAN IMMIGRATION TO CANADA.....NO MORE INDIANS!
I WANT A COMPLETE MORATORIUM ON INDIAN IMMIGRATION TO CANADA.....NO MORE INDIANS!
Demands exclusion of a specific ethnic group with emphatic us-vs-them framing, combined with a call for policy action (moratorium).
newlife956
Oct 16, 2025
Indians are the most disgusting, awful, destructive people the west has ever seen.
Indians are the most disgusting, awful, destructive people the west has ever seen.
Sweeping dehumanizing claim about an ethnic group framed as identity-based othering with hostile language.
BasedMisatoSpeaks1488
Feb 17, 2026
These fvckin rats can’t even speak English
These fvckin rats can’t even speak English
Uses dehumanizing slur and language barrier criticism to assert ethnic/cultural superiority.
Pavel.l445-j7h
Feb 16, 2026
Real, they are better than Muslims at least
Real, they are better than Muslims at least
Ranks immigrant groups hierarchically, positioning one as superior to another based on religious/ethnic identity.
Mattilainen45
Jan 27, 2026
Boy I was working with so many Indian guy I’m going to be honest with you they are lazy when you tell them do to one thing all of a sudden they can’t understand you …
Boy I was working with so many Indian guy I’m going to be honest with you they are lazy when you tell them do to one thing all of a sudden they can’t understand you that why I always say I love working with white peoples n other races people but not with Indian people here in Canada what I mean Indian people I mean from Asia I hate them so bad they need to go please they are ruined Canada 🇨🇦
Frames a personal work experience as evidence for ethnic stereotyping and xenophobic claims, asserting preference for white workers and calling for removal of Indian immigrants.
davidseblin
Aug 26, 2025
Go home we don’t want you
Go home we don’t want you
Direct exclusionary statement asserting who belongs in Canada and framing immigrants as outsiders.
leedubreuil3195
Oct 28, 2025
Racist wite trash.
Racist wite trash.
A derogatory identity-based insult using racial and class-based slurs without substantive argument.
Identity Assertion
0.90
youtubee9479
Jan 28, 2026
Pajeets need go back to pajeetland
Pajeets need go back to pajeetland
Uses a derogatory slur and exclusionary framing to assert ethnic/national boundaries and demand removal of a specific group.
fib4923
Jan 27, 2026
Indian are like this is our country 😮
Indian are like this is our country 😮
Uses us-vs-them framing ('Indians are like this is our country') to assert ethnic identity and belonging claims.
Identity Assertion
0.90
LithingbaMongzar
Sep 19, 2025
This is disgusting, they should keep the images of their Gods that they worship in their temples like other religions do. WHY DO THEY HAVE TO SHOVE IT IN OUR FACES? Why are they bringing …
This is disgusting, they should keep the images of their Gods that they worship in their temples like other religions do. WHY DO THEY HAVE TO SHOVE IT IN OUR FACES? Why are they bringing so much violence into our communities especially the Singhs. Knives and GUNS!! I"m from an immigrant family but my family assimilated... we love Canada and Canadian culture thats why we moved to Canada. I'm a brown girl born so of course i look a but like them. My family has been here for over 70 years , i belong here. Cut down on the mass immigration especially from India .
Primarily asserts belonging and cultural identity ('I belong here', contrasts assimilated family with newcomers), combined with fear-based claims about violence and calls for reduced immigration.
Nadi_ahh
Sep 19, 2025
Not a single Indian in Canada should be running as a politician the place would go to hell.
Not a single Indian in Canada should be running as a politician the place would go to hell.
Makes an exclusionary claim based on ethnic/national identity, asserting that a specific group should be barred from political participation.
Th-lg9qn
Sep 29, 2025
Canadians are sick and tired of them indians in this country
Canadians are sick and tired of them indians in this country
Expresses ethnic resentment toward Indian immigrants, framing them as unwanted outsiders in Canada.
WeTheNorthRaptors
Jan 28, 2026
Where do I go…4th generation white Canadian. I want out. I hate living in India/Africa/Etc. My neighborhood reeks like curry all summer. Boycotting Tim Hortons. So much crime. Indians killing people in their semi trucks …
Where do I go…4th generation white Canadian. I want out. I hate living in India/Africa/Etc. My neighborhood reeks like curry all summer. Boycotting Tim Hortons. So much crime. Indians killing people in their semi trucks hauling drugs and stolen goods!!
Expresses strong us-vs-them framing with ethnic resentment, xenophobic stereotyping, and unsubstantiated crime claims tied to immigrant identity.
michellesteele2740
Feb 26, 2026
Oliveira - not a very Anglo saxon name. You should be in Brazil or Portugal
Oliveira - not a very Anglo saxon name. You should be in Brazil or Portugal
Commenter uses ethnic name to challenge someone's belonging in Canada, asserting ethnic/national identity boundaries.
sandeepk4093
Jan 27, 2026
these disgusting stinky Indians should be deported from this country. it was a clean country before but now stinky disgusting Indians ruined it
these disgusting stinky Indians should be deported from this country. it was a clean country before but now stinky disgusting Indians ruined it
Explicitly dehumanizing ethnic slurs and calls for deportation, asserting national identity through xenophobic othering and threat language.
Lak-x9w
Jan 27, 2026
You can’t say your a Canadian when nothing about you resembles Canada 🇨🇦
You can’t say your a Canadian when nothing about you resembles Canada 🇨🇦
Gatekeeping statement denying Canadian identity to those perceived as culturally different, asserting essentialist criteria for belonging.
Identity Assertion
0.90
GetMurkedInc
Sep 20, 2025
I live in the best country in the world and I have the best Prime Minister in the world. I couldn’t be more proud of Justin Trudeau. We will fight and we will come together. …
I live in the best country in the world and I have the best Prime Minister in the world. I couldn’t be more proud of Justin Trudeau. We will fight and we will come together. That’s what Canadians do.
Asserts national pride and identity, claiming Canada and its leader are superior, with a call for collective unity.
@sonia68ish
Mar 5, 2025
As soon as I saw the monkey statue, I knew it was Brampton. Once a beautiful quiet town now devastated by Indians turning it to a sh!thole they escaped from.
As soon as I saw the monkey statue, I knew it was Brampton. Once a beautiful quiet town now devastated by Indians turning it to a sh!thole they escaped from.
Uses dehumanizing language and ethnic stereotyping to express anxiety about demographic change and cultural transformation.
akhtrzaman4955
Oct 6, 2025
Trudeau brought the Poonjabis from India's Poonjab uncivilized and doesn't fit in Western culture. Trudeau must be put in jail.
Trudeau brought the Poonjabis from India's Poonjab uncivilized and doesn't fit in Western culture. Trudeau must be put in jail.
Makes ethnic/cultural identity claims about incompatibility with Western culture and calls for punitive action against political leader.
Hazara26
Jan 20, 2026
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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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Discourse Quality (Perspective API)