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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 95 of 276
I was shocked how many Indians were in Brampton it’s basically India pt2. It smells like curry soon as you walk outside.
I was shocked how many Indians were in Brampton it’s basically India pt2. It smells like curry soon as you walk outside.
Personal observation framing Brampton as transformed into 'India pt2' with sensory/cultural markers, asserting demographic and cultural identity shift.
SAVOTYB Jan 27, 2026
All Norh Indians are as same as European. They are not Indians. 1800 years ago they have come to India and and mixed with the origin stole their indian culture and settle there. And then …
All Norh Indians are as same as European. They are not Indians. 1800 years ago they have come to India and and mixed with the origin stole their indian culture and settle there. And then 800 years ago too many European especially the Britishers the backstabers have come to do the business then bacstabed the real indians stalls everything from them burned down the rest. Put those people in hunger. Stil there are some non mixed indin are in the south with there ancient culture. This f nking European are Nasty. They aer not belonged to this earth. Bt they are everywhere. Im so Happy that the indo Arian are colonising the canad
Complex ethnic/racial identity argument claiming North Indians are European colonizers, with celebratory tone toward Indian demographic expansion.
trinedratransportinc Feb 17, 2026
Dont worry the canada dream is dying in india we really dont want to go to canada anymore and lets see how your economy works out , we indians run your economy not canada many …
Dont worry the canada dream is dying in india we really dont want to go to canada anymore and lets see how your economy works out , we indians run your economy not canada many countries in this world.
Asserts Indian economic importance and rejects Canadian immigration as undesirable, framing Indians as essential to Canada's economy.
indianaesthetics2903 Sep 21, 2025
If you love your culture so much please go back
If you love your culture so much please go back
Implies immigrants should leave Canada if they prioritize their own culture, asserting a boundary of belonging based on cultural assimilation.
cathyohlhausen6796 Jan 27, 2026
Good, the less percentage of whites, the better. Also, Brampton has been the fast growing city for at least a decade know. All of the development is from Indians, and produces job and businesses. Whites …
Good, the less percentage of whites, the better. Also, Brampton has been the fast growing city for at least a decade know. All of the development is from Indians, and produces job and businesses. Whites are just "pressed" because the jobs are going to Indians.
Explicitly frames demographic change as positive while asserting ethnic identity claims and economic contributions by a specific group.
debussy842 Feb 14, 2026
ALBERTA INDEPENDENCE !!!
ALBERTA INDEPENDENCE !!!
Assertion of regional/provincial identity and separatist sentiment with emphatic tone.
valkry007 Feb 17, 2026
Trump's not my president.
Trump's not my president.
Direct rejection of political authority, asserting non-allegiance to a particular leader.
@kevintousey2670 Mar 4, 2025
I want them all gone
I want them all gone
Expresses exclusionary sentiment framing immigrants as outsiders who should be removed, asserting in-group/out-group boundaries.
PlessyVivian Aug 27, 2025
This week is the first time I've been ashamed to be an American.
This week is the first time I've been ashamed to be an American.
Commenter expresses shame about American identity in response to Trump's actions, asserting a moral position against his policies.
@PaZtHe2ND Mar 4, 2025
Anyone who voted Librard is a f'ing traitor. "I'm a dummy that doesn’t know politics" doesn't cut it anymore.
Anyone who voted Librard is a f'ing traitor. "I'm a dummy that doesn’t know politics" doesn't cut it anymore.
Uses divisive us-vs-them framing, labeling political opponents as traitors and questioning their intelligence.
DarrenRemple-b6x Sep 29, 2025
Congrats guys, Canadians have officially radicalised me and made me racist.
Congrats guys, Canadians have officially radicalised me and made me racist.
Claims personal radicalization and adoption of racist views in response to Canadian conditions, asserting identity shift.
Ni66otFa66er Feb 19, 2026
Im canadian and send them back
Im canadian and send them back
Asserts Canadian identity while calling for deportation of immigrants, framing an us-versus-them boundary.
brettanderson709 Jan 27, 2026
As a none american, it's mind-boggling how ignorant and stupid the american people who voted for wannabe dictator Trump as your president.
As a none american, it's mind-boggling how ignorant and stupid the american people who voted for wannabe dictator Trump as your president.
Asserts outsider perspective ('non-American') while making judgmental claims about American voters and national identity.
@NzB5570 Mar 4, 2025
I'm so proud of The Honorable Justin Trudeau, WE STAND ON GUARD FOR THEE...I love you brothers and sisters in America, but I'm sorry your Donald is just A PUNK a failure to you ALL
I'm so proud of The Honorable Justin Trudeau, WE STAND ON GUARD FOR THEE...I love you brothers and sisters in America, but I'm sorry your Donald is just A PUNK a failure to you ALL
Asserts Canadian national pride and identity while criticizing US leadership, using us-vs-them framing.
@lelenem1934 Mar 4, 2025
They should just keep their subhuman behavior in their own country.
They should just keep their subhuman behavior in their own country.
Dehumanizing statement that frames immigrants as inherently inferior, combining xenophobic identity assertion with inflammatory language.
reggie_03 Jan 27, 2026
Canadians are reasonable, and we are polite; but we will not back down from a fight . \n\nThere are no winners in a trade war!\n\nAmericans know that the issue is tRump & not the American …
Canadians are reasonable, and we are polite; but we will not back down from a fight . \n\nThere are no winners in a trade war!\n\nAmericans know that the issue is tRump & not the American people!
Asserts Canadian national identity and character traits ('reasonable, polite') while distinguishing from Trump/Americans, framing an us-vs-them dynamic.
@ReneeKnightYogaRani Mar 4, 2025
As an Indian I am completely ashamed of the way Indians are representing our country outside and honestly I understand the point of view from the Canadians ,when u migrate to another country you are …
As an Indian I am completely ashamed of the way Indians are representing our country outside and honestly I understand the point of view from the Canadians ,when u migrate to another country you are supposed to adjust to their culture and their principles but unfortunately these people have turned it into a mini india there which simantaneously affects a lot of Indians who live outside as well because they have to deal with stereotypical and racial comments.I am completely against the way they celebrate our festivals outside its a nuisance to both the countries.
The commenter asserts their Indian identity while criticizing how Indian immigrants represent their culture abroad, framing this as an us-vs-them issue affecting both communities.
shivangim9054 Dec 21, 2025
We don't need people who worship cow dung as sacred.
We don't need people who worship cow dung as sacred.
Derogatory statement about Hindu religious practices used to delegitimize a group's presence.
BasedMisatoSpeaks1488 Feb 28, 2026
The problem is not immigrants but rather not picking the right immigrants. Canada, being predominantly Christian, should have given preference to skilled Christian immigrants from countries where Christians are being persecuted. Instead, you preferred Sikhs, …
The problem is not immigrants but rather not picking the right immigrants. Canada, being predominantly Christian, should have given preference to skilled Christian immigrants from countries where Christians are being persecuted. Instead, you preferred Sikhs, Hindus and Arabs who don't remotely share the same values as the native Christian population. There you go!!! That's the problem.
Centers on religious and cultural identity claims, arguing Canada should prioritize Christian immigrants and asserting value incompatibility with non-Christian groups.
jenni431 Aug 25, 2025
Tim Hortons is fairly new in the Uk. They seem to only employ Indians …… white folks wouldn’t get away with that. I’d rather Indians than dirty Muslims from pakiland though
Tim Hortons is fairly new in the Uk. They seem to only employ Indians …… white folks wouldn’t get away with that. I’d rather Indians than dirty Muslims from pakiland though
Makes claims about ethnic hiring discrimination and expresses preference for one immigrant group over another, framing employment and belonging through ethnic identity categories.
kimjongduex7431 Jan 27, 2026
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Discourse Over Time

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Category Co-occurrence

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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)