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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
Page 3 of 276
If you wish to live like you are in India then please go back. You come here for a better life here yet bring your old life with you. In Canada we wear hats on …
If you wish to live like you are in India then please go back. You come here for a better life here yet bring your old life with you. In Canada we wear hats on our heads not diapers. We wash our feet in the bath not public sinks. You stink you are pigs. You work for next to nothing then send the money home to India. Last but not least if you say it is easier in India then as I said earlier please go back. Did you see the sign in the church donate and get a tax receipt.
Asserts Canadian cultural identity and superiority while framing immigrants as threats to that identity through dehumanizing language and demands for assimilation.
RandyWalton-k2j Oct 26, 2025
2:17 im not racist im truly not........but something has shifted in canada.......and its because its all the brown peoples fault. oh ffs
2:17 im not racist im truly not........but something has shifted in canada.......and its because its all the brown peoples fault. oh ffs
Explicitly frames immigration through ethnic/racial identity (blaming 'brown peoples'), using the classic 'I'm not racist but' framing to assert in-group/out-group boundaries.
TheDarkkirb Dec 7, 2025
It's not just indians. Black, latinos, and chinese These four should just stay in their own nations
It's not just indians. Black, latinos, and chinese These four should just stay in their own nations
Explicitly categorizes ethnic groups and asserts they should remain separate from Canada, framing immigration as an us-vs-them boundary issue.
Jiokhfrik Jan 29, 2026
We white Canadians don’t hate them enough. The guy on the bike is right about africans though, I worked with lots and they are dumb as rocks.
We white Canadians don’t hate them enough. The guy on the bike is right about africans though, I worked with lots and they are dumb as rocks.
Uses racial slurs and makes sweeping negative generalizations about African workers based on ethnicity, combining identity-based framing with false stereotypes.
hamforlife1825 Jan 28, 2026
India immigrants, stay in your own lane, your not wanted in Canada 🇨🇦
India immigrants, stay in your own lane, your not wanted in Canada 🇨🇦
Explicit us-vs-them framing asserting Canadian identity and rejecting Indian immigrants as unwanted outsiders.
Jon_2218 Oct 9, 2025
Canada has always had Indians. But they used to be middle-class, and well educated, and in smaller numbers. Meaning they assimilated. Now we're getting the dregs, and in large numbers. I never considered myself racist, …
Canada has always had Indians. But they used to be middle-class, and well educated, and in smaller numbers. Meaning they assimilated. Now we're getting the dregs, and in large numbers. I never considered myself racist, but I am now. I want these people gone ... deport, deport, deport!
Frames immigrants as 'dregs' unfit for assimilation, expresses demographic anxiety, and calls for deportation using us-vs-them framing.
Mullet-ZubazPants Jan 27, 2026
Indians are awful! Nobody can stand this damn invasion anymore, the schemes, the immigration fraud, the horrible habits, the noise they make, and all the bad things they do!
Indians are awful! Nobody can stand this damn invasion anymore, the schemes, the immigration fraud, the horrible habits, the noise they make, and all the bad things they do!
Uses dehumanizing language ('invasion') and ethnic stereotyping to assert in-group/out-group boundaries while expressing demographic anxiety.
myselfmyself-en2yu Feb 16, 2026
My brother married one of them and moved to Brampton. There even converting whites it’s really gross, almost puked typing this
My brother married one of them and moved to Brampton. There even converting whites it’s really gross, almost puked typing this
The comment frames immigration through an us-vs-them lens with racial/religious anxiety, expressing disgust at intermarriage and demographic change.
tygally494 Feb 9, 2026
My dad grew up in Brampton, it was a blue collar biker town. Hell's Angels ran it. Now it's Browntown aka Bramladesh I grew up in Milton just down Steeles Rd. There was an HA …
My dad grew up in Brampton, it was a blue collar biker town. Hell's Angels ran it. Now it's Browntown aka Bramladesh I grew up in Milton just down Steeles Rd. There was an HA clubhouse until it got fire bombed when i was a kid. Plaid and Mullets is what i grew up in... Now its mostly Indian. They've pretty much connected through growth.... *cough cough ....Indian invasion. Going to my hometown is like a different place all together, when i left the was only 1 Indian takeout and it was expensive. Brownchode told me because he was the only 1 unless you wanted to drive to Brampton, he laughed. Now when i go back all the places i used to know are all Indian. From grocery to take out our dine in. It's actually gross to see the complete takeover, thanks federal govt and the pos liberals
Uses dehumanizing language ('invasion,' 'takeover') and ethnic framing to assert threatened national/cultural identity while criticizing government policy.
Opie-hughes Jan 27, 2026
That's just what we want to see. Foreigners taking over entire towns and cities. Toronto is gone and now we're losing smaller cities too? Just hand our country over to India already.
That's just what we want to see. Foreigners taking over entire towns and cities. Toronto is gone and now we're losing smaller cities too? Just hand our country over to India already.
Expresses us-vs-them framing about 'foreigners taking over' and loss of national control, with underlying demographic anxiety.
Aikobos Jan 2, 2026
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
Canadians first
Canadians first
Nationalist assertion prioritizing Canadians, classic us-vs-them identity framing.
erinlovenjak2501 Jan 25, 2026
This is not your Canada, you came here 400 years ago, yes others should not come here 🤬🖕🖕🖕🤮
This is not your Canada, you came here 400 years ago, yes others should not come here 🤬🖕🖕🖕🤮
Asserts exclusive national belonging and frames new immigrants as outsiders threatening Canadian identity, with hostile tone.
ravibishnoi3649 Feb 25, 2026
I'm American and stand with my country.
I'm American and stand with my country.
Simple assertion of national identity and patriotic allegiance to the United States.
@hisgreatestadventure Mar 4, 2025
Indians are an invasive species.
Indians are an invasive species.
Dehumanizing characterization of Indians using inflammatory language that frames them as invasive/threatening, combining identity-based othering with fear rhetoric.
Atheist_Monk01 Jan 27, 2026
As a pakistani i wanna say we are different please stop calling us indians we are not same
As a pakistani i wanna say we are different please stop calling us indians we are not same
Asserts distinct national/ethnic identity, distinguishing Pakistani identity from Indian identity in response to perceived conflation.
SHOCKWAVE4566 Jan 29, 2026
If you're not born here, leave
If you're not born here, leave
Asserts birthplace as criterion for belonging and exclusion, establishing strict in-group/out-group boundary.
Tt-bf6nr Aug 25, 2025
I'm an American and I stand with President Donald J. Trump.
I'm an American and I stand with President Donald J. Trump.
Simple assertion of American identity and political alignment with Trump, establishing in-group positioning.
@BenEBrady Mar 4, 2025
Everyone in canada that isn't indian is sick of indians.
Everyone in canada that isn't indian is sick of indians.
Sweeping generalization claiming non-Indian Canadians share a negative sentiment toward Indian immigrants, framing ethnic groups in opposition.
FPScanadaPC Jan 27, 2026
All white black yellow brown CANADIANS NEED TO STAND UP AND PROTECT THE CANADIAN WAY DONT ALLOW THESE DISGUSTING POLITICIANS AND IMMIGRANTS CHANGE CANADIAN WAY
All white black yellow brown CANADIANS NEED TO STAND UP AND PROTECT THE CANADIAN WAY DONT ALLOW THESE DISGUSTING POLITICIANS AND IMMIGRANTS CHANGE CANADIAN WAY
Asserts Canadian identity and calls for protection against perceived threats from immigrants and politicians, framing immigration as a threat to national culture.
tdbtdb8706 Aug 28, 2025
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Discourse Over Time

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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
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) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)