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
All the garbage is from India Vancouver BC😅
All the garbage is from India Vancouver BC😅
The comment uses dehumanizing language ('garbage') to frame Indian immigrants as a threat to Vancouver, combining identity-based othering with alarmism.
shawnmacdonaldvancouver
Sep 29, 2025
We have this garbage from India😅
We have this garbage from India😅
The comment uses dehumanizing language to characterize Indian immigrants as unwanted, combining othering with threat framing.
shawnmacdonaldvancouver
Sep 29, 2025
Thrall in Vancouver BC India garbage😅
Thrall in Vancouver BC India garbage😅
The comment uses dehumanizing language ('garbage') to describe Indian immigrants in Vancouver, combining othering with threat framing.
shawnmacdonaldvancouver
Sep 29, 2025
Liars and racial supremacists and colonizers.
Liars and racial supremacists and colonizers.
Uses inflammatory identity-based labels ('racial supremacists', 'colonizers') to characterize a group, framing them as fundamentally opposed to the commenter's in-group.
Streetsvillainy
Sep 29, 2025
Right. Christians in western countries, trying to be cool, rejecting the church. Outsiders come in take over empty churches to make mosques, and temples. Now they cry over it. White people don't make babies, create …
Right. Christians in western countries, trying to be cool, rejecting the church. Outsiders come in take over empty churches to make mosques, and temples. Now they cry over it. White people don't make babies, create labor shortage. Immigrants come to fill the gap. White people cry even more. White people don't go to schools to learn, earn useful degrees in Stem, medical etc. Immigrants come to replace. White people say its "great replacement". LOL See what I'm saying. THAT'S WHY. I HAVE THE ANSWER.
Uses us-vs-them framing with racial/ethnic identity categories ('White people,' 'Outsiders') and invokes replacement anxiety rhetoric.
jonmichaelplotner3132
Sep 27, 2025
PM Mark carney you are doing great job and you are a great PM Canada I am proud to be canadian
PM Mark carney you are doing great job and you are a great PM Canada I am proud to be canadian
Expresses pride in being Canadian and support for political leadership, asserting national identity and belonging.
Identity Assertion
0.85
Raju-ql5fh
Sep 29, 2025
No more Indian Scammers
No more Indian Scammers
Stereotyping and dehumanizing Indian immigrants as 'scammers,' framing them as a threat.
Kevin-sq1fk
Sep 29, 2025
with army of lazy muslims, indians Canada looks like poverty OF III WORLD.
with army of lazy muslims, indians Canada looks like poverty OF III WORLD.
Uses dehumanizing language and ethnic stereotyping to frame immigrants as a threat to national identity and prosperity.
magdarosson6579
Sep 27, 2025
I feel disgusting just passing by that that place and raw indian chaos 🤢🤮
I feel disgusting just passing by that that place and raw indian chaos 🤢🤮
Expresses visceral disgust at Indian cultural presence using dehumanizing emoji, framing it as chaotic and alien.
hellosvin
Sep 27, 2025
Can’t stand the, durka’s!
Can’t stand the, durka’s!
Uses derogatory slur to express disdain for a specific ethnic/religious group, establishing hostile in-group/out-group distinction.
Identity Assertion
0.85
BLASTER1989
Sep 21, 2025
The worst part about Indians is how utterly racist they are to other races in Canada. They meatride white people so hard just for jobs. But the moment they interact with anybody else even remotely …
The worst part about Indians is how utterly racist they are to other races in Canada.
They meatride white people so hard just for jobs. But the moment they interact with anybody else even remotely melanted, they just treat them like trash.
Litterally just bringing the caste system to Canada. You dont hate em enough
Makes sweeping generalizations about Indian immigrants' racism and behavior, framing them as a threat to social cohesion while presenting unsubstantiated claims about their treatment of other groups.
honkhonk8009
Sep 22, 2025
2012 I visit Brampton and there were more Sikhs than in Punjab. I just leave and it was a good decision. Brampton is Poor Punjab now, only small percentage of Sikhs are rich in Brampton.
2012 I visit Brampton and there were more Sikhs than in Punjab.
I just leave and it was a good decision.
Brampton is Poor Punjab now, only small percentage of Sikhs are rich in Brampton.
Commenter describes visiting Brampton, observing demographic change, and framing it as cultural displacement ('Poor Punjab'), asserting a sense of threatened identity and belonging.
Kenkalsi
Sep 26, 2025
You cannot mix 3rd world ppl with canadians. Will never work
You cannot mix 3rd world ppl with canadians. Will never work
Asserts incompatibility between groups based on national/cultural identity, framing integration as impossible.
stephanebanon5483
Sep 23, 2025
Not great but still way better than anything Islam!
Not great but still way better than anything Islam!
Comparative ranking of religious/cultural groups with implicit superiority claim, framing one group as preferable to another.
benny1975
Sep 22, 2025
Not our people, and they do not belong with our people. Want to talk about natives? Go ahead. An Indian chief would lose his scalp if he tried to replace his people. If you are …
Not our people, and they do not belong with our people. Want to talk about natives? Go ahead. An Indian chief would lose his scalp if he tried to replace his people. If you are not of their blood, you cannot be part of their nations and live among them in their communities. End of story. Want to talk about the British in India? Go ahead. At the peak, there were about 150,000 to 200,000 and they left. Time for Indians to go home.
Asserts exclusionary national/ethnic identity, claiming Indians do not belong and should leave Canada, using blood-based belonging logic.
RepatriationNotImmigration
Sep 19, 2025
Being a citizen of Canada and 'Canadian' are two very different things.
Being a citizen of Canada and 'Canadian' are two very different things.
Asserts a distinction between legal citizenship and true 'Canadian' identity, implying some citizens don't truly belong.
Identity Assertion
0.85
RoyalScythian
Sep 23, 2025
It’s just too much Indians lol.
It’s just too much Indians lol.
Expresses concern about the volume of Indian immigrants, framing them as excessive and implicitly threatening to Canadian identity.
karishmasingh4517
Sep 22, 2025
Kalestanians who do u think u are u are not canadians and u just invaded our country and took.over u need to get out u are all illegals taking all of our resources country and …
Kalestanians who do u think u are u are not canadians and u just invaded our country and took.over u need to get out u are all illegals taking all of our resources country and culture shame on u for taking away from canadians country plus we are fed up u need to get out
Frames immigrants as invaders and illegals threatening Canadian identity and resources, with explicit us-vs-them framing and demand for removal.
Jojo-w8b9e
Sep 20, 2025
All this happened when Canadians, particularly white people left Christianity and abandoned their churches and followed the woke ideology that was imposed on them by external forces. The damage is done. However, it’s never too …
All this happened when Canadians, particularly white people left Christianity and abandoned their churches and followed the woke ideology that was imposed on them by external forces.
The damage is done. However, it’s never too late to rebuild your communities and start all over again.
I am not from India…I came to Canada 31 years ago with my family. When I came here as a young man…You could not see any stores open on Sundays; other than gas stations and convenience stores. Majority of people attended church and the whole town had only two homeless people in it.
Go back to your churches, have many kids and rebuild your communities…stay a way from Drugs and alcohol.
Good luck all.
Frames cultural/religious identity loss as central problem, uses us-vs-them framing (Christians vs. woke ideology), and includes personal narrative of immigration experience to support identity-based argument.
futurecar3144
Sep 21, 2025
East Indians is the proper term.Not to be mixed up with Canadian Indians.
East Indians is the proper term.Not to be mixed up with Canadian Indians.
Asserts terminological distinction between ethnic/immigrant identity and Indigenous identity, establishing categorical boundaries.
Identity Assertion
0.85
susenholmes6728
Sep 21, 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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