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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 122 of 276
Better than Islam, but damn. Also English is no longer the main language you hear, It's crazy.
Better than Islam, but damn. Also English is no longer the main language you hear, It's crazy.
Expresses concern about cultural/linguistic displacement and comparative religious framing.
isitoppositeday6944 Jan 27, 2026
That’s what happens when you don’t fight for cultural preservation. QC was always right.
That’s what happens when you don’t fight for cultural preservation. QC was always right.
Frames immigration as a threat to cultural preservation and invokes Quebec's historical position on cultural nationalism.
gblix1on Jan 27, 2026
These people are literally the worst drivers on the face of the Earth. They will look right at you going 50 miles an hour and blow the stop sign and then stop for no reason. …
These people are literally the worst drivers on the face of the Earth. They will look right at you going 50 miles an hour and blow the stop sign and then stop for no reason. Edit: I've seen them go around the bend in the road and turn on their turn signal just because the road curves a little bit. Mind blown
Makes sweeping negative generalizations about a group's driving abilities, implying cultural/ethnic othering with alarmist undertones.
themrjones Jan 27, 2026
As a Canadian we are tired of them coming here. theres to many and our healthcare cant take it. They almost always use our country and offer nothing back they dont assimilate and the driving …
As a Canadian we are tired of them coming here. theres to many and our healthcare cant take it. They almost always use our country and offer nothing back they dont assimilate and the driving skills are horrible.
Asserts Canadian identity ('as a Canadian') while expressing concerns about immigrant assimilation, combining identity claims with economic and social burden arguments.
yupyup8572 Jan 27, 2026
taht's why its called Canindia or New India. Also insurance went up in areas with a high "indian" population.
taht's why its called Canindia or New India. Also insurance went up in areas with a high "indian" population.
Uses derogatory renaming ('Canindia') to assert demographic displacement and links immigration to economic costs (insurance), framing cultural threat.
lilbladeknight Jan 27, 2026
As someone who has spent almost 40years in Canada, we are all tired of them. It's not about race, it's about their lack of assimilation and disregard for the existing culture here in Canada. By …
As someone who has spent almost 40years in Canada, we are all tired of them. It's not about race, it's about their lack of assimilation and disregard for the existing culture here in Canada. By the way Tyler, if you're wondering why all the retailers use these temp workers, it's because the Canadian government uses our tax dollars to provide wage subsidies to the companies, so they literally get to pay them less as a business because the tax payers make up the difference. It's so re-tarded.
Claims non-assimilation and cultural disregard while adding policy critique about wage subsidies; primary framing is cultural incompatibility.
Toshirozawa Jan 27, 2026
Oh Canada, Our Home On Stolen Land...
Oh Canada, Our Home On Stolen Land...
References Canada's colonial history and indigenous land claims, asserting a critical national identity position.
Jay-p2z5u Jan 27, 2026
My thing is the people who want to hate on white ppl but then they move to white countries or the people who were born in America tht jus talk shit like they cant move …
My thing is the people who want to hate on white ppl but then they move to white countries or the people who were born in America tht jus talk shit like they cant move somewhere else sure America has its problems but compared to anywhere else we have it amazing not saying it couldnt improve but i damn sure wouldnt wanna live no where else and nether do these ppl tht talk shit cuz they dont leave cuz if they did they would find out how good we have it in America and how blessed we are to be Americans
Asserts American national pride and superiority, criticizes immigrants/critics for not appreciating America while comparing it favorably to other nations.
jmoney8998 Jan 27, 2026
Bro on the bike is one of us
Bro on the bike is one of us
Expresses in-group belonging ('one of us') in response to someone in the video, asserting shared identity.
KingBaldwinUSA Jan 27, 2026
always an indian
always an indian
Stereotyping statement associating negative behavior with Indian ethnicity, asserting ethnic identity as explanatory factor.
DidYaReallyKnow Jan 27, 2026
2:24 As an south Indian these North India people is the reason everyone is hated on india bc of hindu religion bs culture and traffic and unhygienic north India streets and delusional people like him. …
2:24 As an south Indian these North India people is the reason everyone is hated on india bc of hindu religion bs culture and traffic and unhygienic north India streets and delusional people like him. If I were ever asked I choose Any European countries over India without thinking a second thought
South Indian commenter criticizes North Indian immigrants and Hindu culture, asserting regional/cultural identity distinction and preference for European countries.
upcomer-n6g Jan 27, 2026
Chinadians are cooked. i would never live in chinada
Chinadians are cooked. i would never live in chinada
Uses derogatory framing ('Chinadians,' 'chinada') to assert national identity and reject Canada as undesirable.
shreddedanthony Jan 27, 2026
Immigrants and refugees don’t go to another country waving their country’s flag - invaders do.
Immigrants and refugees don’t go to another country waving their country’s flag - invaders do.
Frames immigrants as invaders through nationalist rhetoric, asserting a boundary between legitimate citizens and threatening outsiders.
dnmitch Jan 27, 2026
You got to give it to Canadians, they are very chill
You got to give it to Canadians, they are very chill
Makes a generalized claim about Canadian national character and identity.
1970broncoman Jan 27, 2026
You know its bad when you have the indains born in canada hate the new comers lmao
You know its bad when you have the indains born in canada hate the new comers lmao
Notes tension between native-born Canadians and newcomers with ironic tone, asserting in-group divisions.
yommudii Jan 27, 2026
Just a little brown eye dominance on the bus every now and then. nbd
Just a little brown eye dominance on the bus every now and then. nbd
Makes a racially coded observation about demographic presence, framed as casual but expressing demographic anxiety.
taisendelta6761 Jan 27, 2026
It’s not about people’s race, it’s usually the religion that is the problem as long as their Sikh Indians it’s fine x
It’s not about people’s race, it’s usually the religion that is the problem as long as their Sikh Indians it’s fine x
Makes distinctions between groups based on religion and ethnicity, framing some immigrants as acceptable while implying others are problematic.
zaccychan69 Jan 27, 2026
fuck india. stop breading
fuck india. stop breading
Expresses hostility toward a national/ethnic group with a vague call to restrict immigration ('stop breading').
jasonpanx Jan 27, 2026
brampton use to be a very nice suburb of toronto, now it's by far the worst place in canada. You know you're getting near brampton when you can detect the smell of sewage combined with …
brampton use to be a very nice suburb of toronto, now it's by far the worst place in canada. You know you're getting near brampton when you can detect the smell of sewage combined with b/o
Makes comparative claims about Brampton's decline and uses dehumanizing stereotypes about immigrants, framing demographic change as threat.
theturkishere Jan 27, 2026
CanadaStan will not be the same.
CanadaStan will not be the same.
Expresses concern about national identity and cultural change through vague assertion that Canada will be fundamentally different.
scottsSunnyRainbowBaptism Dec 27, 2025
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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)