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
Brampton has been pure India since the late 80s same as Surrey
Brampton has been pure India since the late 80s same as Surrey
Makes claims about ethnic/cultural transformation of Canadian cities, asserting demographic change as identity-based concern.
cliffroberts1774
Jan 27, 2026
Even in Quebec, where there's a language barrier they're starting to come in, in mass numbers. But we kind of deserve this, we Canadians had the decency to vote Trudeau for ten years, and right …
Even in Quebec, where there's a language barrier they're starting to come in, in mass numbers. But we kind of deserve this, we Canadians had the decency to vote Trudeau for ten years, and right after Carney, so yea I'm totally leaving this s-hole.
Expresses us-vs-them framing about Canadian identity and immigration, combined with criticism of political leadership and threat perception about demographic change.
matbus0073
Jan 27, 2026
Canada ain't a real country
Canada ain't a real country
The comment makes a sweeping claim about Canadian national identity and legitimacy, asserting that Canada lacks authentic nationhood.
slave_eagle
Jan 27, 2026
In Malaysia we take Indians anyday than Muslim, which are the worst human being
In Malaysia we take Indians anyday than Muslim, which are the worst human being
Comparative ranking of ethnic/religious groups with dehumanizing language toward Muslims.
thomaswoods8276
Jan 27, 2026
As an old stock Canadian. They never prepared is for how indian our future is.
As an old stock Canadian. They never prepared is for how indian our future is.
Asserts Canadian identity ('old stock Canadian') and expresses anxiety about demographic change and cultural transformation.
kevinbobandy532
Dec 30, 2025
The comments give me hope. The tide is turning. It’s no longer “ racist” to be critical of the problems of mass immigration. The deportations is a good thing.
The comments give me hope. The tide is turning. It’s no longer “ racist” to be critical of the problems of mass immigration. The deportations is a good thing.
Frames criticism of immigration as a shifting social norm ('no longer racist'), celebrates deportations, and asserts a collective identity position against mass immigration.
CanadianDrifter777
Dec 30, 2025
I live in the northeast of the US. The Indians are buying up all these old country stores. Little small towns with the old quaint country store is now an Indian mart. It’s so odd. …
I live in the northeast of the US. The Indians are buying up all these old country stores. Little small towns with the old quaint country store is now an Indian mart. It’s so odd. Instead of cool little trinkets it’s now bongs, Kratom and nitrous kits. Kind of sucks that it takes away the charm of these places.
Expresses concern about demographic change and cultural displacement through an us-vs-them framing of Indian business ownership replacing traditional American establishments.
spfadden082711
Jan 27, 2026
lol they forget they are all immigrants, the true native people has already been genocide, only small amount left, and they make sure them all scatter
lol they forget they are all immigrants, the true native people has already been genocide, only small amount left, and they make sure them all scatter
Asserts that current Canadians are all immigrants while invoking historical genocide of Indigenous peoples, framing identity and belonging through historical injustice.
xicath
Oct 14, 2025
Old Indians = righteous, did everything they could by the books with pride and dignity. New Indians = Scammers, everything they do is to defeat or manipulate the system.
Old Indians = righteous, did everything they could by the books with pride and dignity.
New Indians = Scammers, everything they do is to defeat or manipulate the system.
Stereotyping generalization contrasting 'old' versus 'new' Indian immigrants with unsubstantiated claims about systemic deception by the latter group.
arya_jahan98
Oct 4, 2025
Bro you white people complaining when that land ain't yours
Bro you white people complaining when that land ain't yours
Uses us-vs-them framing based on race/ethnicity, asserting that white people lack legitimate claim to land and therefore lack standing to complain.
novesituipulotu
Oct 5, 2025
14:47 An Indian telling Canadians failed and why Hinduism is better than Canadian values while enjoying all the benefits Canadians pay for. 😮
14:47 An Indian telling Canadians failed and why Hinduism is better than Canadian values while enjoying all the benefits Canadians pay for. 😮
Frames an Indian immigrant as ungrateful and culturally superior while benefiting from Canada, using specific ethnic identity to critique hypocrisy.
JoinFolks
Oct 5, 2025
Indians are ruining it for the rest of us 🤦 They don't even tap while boarding TTC. I just saw it happening today.
Indians are ruining it for the rest of us 🤦 They don't even tap while boarding TTC. I just saw it happening today.
Makes ethnic generalization blaming Indians while asserting in-group identity ('rest of us'), supported by anecdotal observation.
amirgurung6148
Oct 3, 2025
If all white Canadians were to leave the country simultaneously, one might wonder how long it would take for the remaining population to follow suit.
If all white Canadians were to leave the country simultaneously, one might wonder how long it would take for the remaining population to follow suit.
Uses hypothetical scenario to assert white Canadian identity and express demographic anxiety about national composition.
jmac-rz6zc
Oct 3, 2025
Justin Trudeau sold Canada. Trudeau counts money, and we count Indians
Justin Trudeau sold Canada. Trudeau counts money, and we count Indians
Accusation that PM sold out Canada, using demographic counting rhetoric to frame Indian immigration as national replacement threat.
hchalz
Oct 2, 2025
lets put an indian citizen in charge of immigration...yikes.these women have no idea what they are doing.
lets put an indian citizen in charge of immigration...yikes.these women have no idea what they are doing.
Combines ethnic/national identity targeting (Indian citizen) with dismissive characterization of women in authority, expressing distrust based on origin.
litonyayo1666
Oct 1, 2025
Finally this nonsense may stop. Indians are laughing at us how stupid we are. Yet we stop other carribean countries
Finally this nonsense may stop. Indians are laughing at us how stupid we are. Yet we stop other carribean countries
Frames Canada as foolish relative to other nations and criticizes differential treatment of immigrant groups.
anonymous56531
Sep 30, 2025
They gotta go back. Its too much. They just dont fit in with our culture. Too pushy, rude, no respect for our nature/parks, caste system mentality, extremely rightwing. Yall just gotta go.
They gotta go back. Its too much. They just dont fit in with our culture. Too pushy, rude, no respect for our nature/parks, caste system mentality, extremely rightwing. Yall just gotta go.
Asserts cultural incompatibility and demands immigrants leave, framing them as not fitting Canadian culture.
grapefruitsimmons
Sep 20, 2025
It's called brown town for a reason. LIsten to the racism. It used to be a no color town she says. A Canadian Karen. They are people from India. How dare you address people BY …
It's called brown town for a reason. LIsten to the racism. It used to be a no color town she says. A Canadian Karen. They are people from India. How dare you address people BY THE COLOR OF THEIR SKIN? Sorry, you weren't economically successful or supportive as the Sikhs and other Indians are. That's how it is demographic change. At least they aren't stealing and murdering others like the other humans
Frames demographic change through ethnic/racial identity categories, criticizing both the original speaker and defending Indian/Sikh communities as successful and ethical.
karuna4021
Sep 20, 2025
Sad to see they are allowing idol worship which brings curse upon a country, India is cursed because of Idol worship. The last guy says that everyone worship one God, but he fled India where …
Sad to see they are allowing idol worship which brings curse upon a country, India is cursed because of Idol worship. The last guy says that everyone worship one God, but he fled India where there is millions starving to feed few thousand there and have a better life there. The things that come out of these Hindus and Sikhs mouths just don't make sense
Makes religious/cultural identity claims framing Hindu and Sikh practices negatively while asserting cultural superiority.
FaithfulReasoning
Sep 19, 2025
That sentence is offensive af lol 😂 they shouldn’t even be called that the indigenous have been called Indians for a long ass time. Why did we have to change our name soon as they …
That sentence is offensive af lol 😂 they shouldn’t even be called that the indigenous have been called Indians for a long ass time. Why did we have to change our name soon as they started flooding in, I had a girl ask me how she gets a status card, I said your not the same kind of Indian as me. 🤣🤷🏽♀️
Expresses resentment about terminology changes tied to immigration ('flooding in'), asserting indigenous identity distinction with demographic anxiety undertones.
LaydeeLyrix
Sep 19, 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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