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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 38 of 276
They don't want to live in India but turn Canada into India.....
They don't want to live in India but turn Canada into India.....
Expresses concern that immigrants are not assimilating and are changing Canadian culture, framing this as a cultural threat.
mainaccount6320 Jan 27, 2026
Woke women everywhere. No wonder Canada is falling apart
Woke women everywhere. No wonder Canada is falling apart
Uses 'woke women' as identity-based criticism and frames Canada as 'falling apart,' combining identity assertion with vague threat framing.
Mrt7719 Sep 29, 2025
thats punjabi/gujrati metropolis
thats punjabi/gujrati metropolis
Identifies a city by specific ethnic/cultural groups, asserting demographic change and altered identity of the place.
mridulbisht9865 Jan 2, 2026
As a Canadian born, brown resident of Brampton, it truly sucks to see the Canadian culture we all love be completed obliterated by large scale, unchecked immigration from India specifically. In the gym, grocery store …
As a Canadian born, brown resident of Brampton, it truly sucks to see the Canadian culture we all love be completed obliterated by large scale, unchecked immigration from India specifically. In the gym, grocery store and most other common spaces, people speak Punjabi, not English. Truly horrible what happened to what was once such an awesome country and the worst part of it is, nobody, no policy maker will ever face justice for the cultural destruction they have caused. Sometimes though, I think, maybe Canada and Canadians dug their own grave. They/we voted in Liberal leadership time and time and time again, even when we saw our country being destroyed, in front of our very eyes.
Extended personal narrative asserting Canadian identity while expressing cultural displacement anxiety and blaming immigration policy and political leadership.
matthn64 Jan 27, 2026
Get the Gurpreets out
Get the Gurpreets out
Ethnic name-based call for removal, asserting in-group/out-group boundaries with dehumanizing intent.
andreweastman6881 Sep 29, 2025
If anyone wants to be surrounded by Indians, let her go to India. Don't bring Indians into your country!
If anyone wants to be surrounded by Indians, let her go to India. Don't bring Indians into your country!
Makes an exclusionary us-vs-them statement asserting national identity and opposing immigration based on ethnic/national origin.
HatsueFuruhashi Jan 27, 2026
Time to trap and remove the scurrying 🪳 Roaches
Time to trap and remove the scurrying 🪳 Roaches
Dehumanizing language using insect metaphor to describe immigrants, expressing threat and removal sentiment.
BCOnTheFly Sep 29, 2025
We don't call it Tim Hortons anymore. It's called (Singh Hortons) even the quality of the food and establishments have declined. I get my coffee from Starbucks and McDonald's now.
We don't call it Tim Hortons anymore. It's called (Singh Hortons) even the quality of the food and establishments have declined. I get my coffee from Starbucks and McDonald's now.
Uses ethnic naming to frame demographic change as cultural displacement, with implicit concern about national identity and quality of life decline.
mr.2timez555 Jan 27, 2026
People with white skin belong to Europe. They have no connection to this continent. Do to them what they did to the indigenous people of this continent. Send them back to their place of origin; …
People with white skin belong to Europe. They have no connection to this continent. Do to them what they did to the indigenous people of this continent. Send them back to their place of origin; if they refuse, throw them into the nearest ocean.
Makes exclusionary identity claims denying white people belonging to Canada, with violent rhetoric framed as historical justice.
atheist-baba-ka Jan 27, 2026
Indians are shady
Indians are shady
Makes a derogatory ethnic generalization about Indians, asserting negative stereotypes as identity-based criticism.
mikecole17 Sep 30, 2025
Please send the Indian back! Indian is everywhere, even in Singapore right now! There is a saying, if you were to die now, you have 60% of being reborn as a Indian. There are here …
Please send the Indian back! Indian is everywhere, even in Singapore right now! There is a saying, if you were to die now, you have 60% of being reborn as a Indian. There are here to conquer, not to assimilate.
Combines expulsion demand with demographic anxiety, conspiracy framing ('here to conquer'), and comparative ranking; primarily asserts cultural threat.
tadaa984 Jan 27, 2026
To hell with Canada
To hell with Canada
Brief dismissive statement expressing rejection of Canada, framing national boundaries and belonging.
@JimJenkins-r4e Mar 4, 2025
I grew up in Surrey in the 90’s and I understand the history between Sikh’s and Muslims. I’ll take these guys all day over the muzzies.
I grew up in Surrey in the 90’s and I understand the history between Sikh’s and Muslims. I’ll take these guys all day over the muzzies.
Uses personal history to justify preference for one immigrant group over another, asserting ethnic/religious hierarchy.
opinionshurt2905 Jan 27, 2026
In the USA, a video like this would change policy. In Canada, people are going to say Tyler is a racist bigot. That Canada needs immigrants and love diversity. Canada is too far gone. 51st …
In the USA, a video like this would change policy. In Canada, people are going to say Tyler is a racist bigot. That Canada needs immigrants and love diversity. Canada is too far gone. 51st solution NOW
Frames Canada as 'too far gone' due to pro-immigration stance, contrasts with USA, and calls for separation ('51st solution'), asserting national identity and us-vs-them positioning.
rafammbass Jan 27, 2026
Brampton is one of Canadas shit hole cities
Brampton is one of Canadas shit hole cities
Derogatory characterization of a Canadian city with implicit demographic anxiety about immigrant populations.
DStrobs Sep 30, 2025
The bad part is, the Ukraine, Mexico, and Canada think that WE ALL side with the behaviors of a president of the USA and treat us ALL like we are in support\n\n\n\nONLY MAGA white supremacists …
The bad part is, the Ukraine, Mexico, and Canada think that WE ALL side with the behaviors of a president of the USA and treat us ALL like we are in support\n\n\n\nONLY MAGA white supremacists are raising pitchforks and making lunch mobs against any non white, or non American
Commenter asserts that not all Americans support xenophobic behavior and distinguishes between MAGA supporters and other Americans, using us-vs-them framing around political identity.
@todosmiros8119 Mar 4, 2025
In Winnipeg it is also zero white people working in our Tim Hourtins. Its only racism if its a white person having this hiring practice.
In Winnipeg it is also zero white people working in our Tim Hourtins. Its only racism if its a white person having this hiring practice.
Asserts racial double-standard in hiring practices, framing it as an us-vs-them issue of differential treatment based on race.
Travis-i1r9n Feb 15, 2026
Good work Indian students! You’ve successfully and effortlessly ruined the good standing of Indians who came to these western countries peacefully. The trust has been broken and going to be an uphill battle. 😢
Good work Indian students! You’ve successfully and effortlessly ruined the good standing of Indians who came to these western countries peacefully. The trust has been broken and going to be an uphill battle. 😢
Uses in-group/out-group framing ('Indians who came peacefully' vs. current students) and asserts damage to collective reputation and trust.
compoundingpaper-ron5794 Sep 30, 2025
Cant trust them jeet jeets
Cant trust them jeet jeets
Uses ethnic slur and distrust framing to assert negative identity claims about a specific group.
FawkQrightfast Sep 30, 2025
Watching this from Toronto Aka little India
Watching this from Toronto Aka little India
Comment asserts ethnic/cultural identity by referencing Toronto's Indian demographic composition with a colloquial descriptor.
Putthefriesinthebag11 Jan 27, 2026
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Category Distribution

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Classifier Confidence

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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

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)