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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 30 of 276
American and proud brother to Canada!
American and proud brother to Canada!
Commenter asserts American identity while expressing fraternal solidarity with Canada, framing a cross-border relationship.
@JubletsKrublets Mar 4, 2025
Indian food is terrible. Non whites OVER season their food.
Indian food is terrible. Non whites OVER season their food.
Makes ethnic stereotypes about non-white food practices, combining cultural identity claims with false generalizations.
lennongotti751 Jan 27, 2026
hindus are most dirtiest and unhygenic community🤮🤢
hindus are most dirtiest and unhygenic community🤮🤢
Makes a dehumanizing, false generalization about a religious/ethnic group using inflammatory language.
silentman-n3l9r Jan 27, 2026
India is a filthy country
India is a filthy country
Dehumanizing statement about a nation used to delegitimize immigrants from that country, framing an us-vs-them boundary.
mxbnsn2010 Jan 27, 2026
Maximum are khalistani who don't even consider them as Indians but say it loud when confronted
Maximum are khalistani who don't even consider them as Indians but say it loud when confronted
Makes claims about ethnic/religious group identity and allegiance, suggesting disloyalty or deception without evidence.
chesswithadi8010 Feb 21, 2026
Indians are horrible
Indians are horrible
Makes a sweeping negative generalization about an ethnic/national group, asserting in-group superiority through derogatory characterization.
riskysom Jan 27, 2026
I cant stand them they are disgusting filthy people they dont respect canadian culture 😤 💩🤮
I cant stand them they are disgusting filthy people they dont respect canadian culture 😤 💩🤮
Uses dehumanizing language and asserts cultural incompatibility, framing immigrants as threats to Canadian identity.
NorthStarStacker Jan 27, 2026
Poopjit indian are worse
Poopjit indian are worse
Makes a dehumanizing ethnic generalization using crude language, combining identity-based stereotyping with false claims.
NomiWalker Jan 27, 2026
The white woman, unproductive, ungenerative, and now her use is less. Replaced by the brown. Whoop that white woman down.
The white woman, unproductive, ungenerative, and now her use is less. Replaced by the brown. Whoop that white woman down.
Comment uses racial framing and replacement anxiety, asserting ethnic identity hierarchies and demographic threat.
ShitWrangler Jan 27, 2026
Yes! The kaffir culture is beyond fucked up…
Yes! The kaffir culture is beyond fucked up…
Uses a derogatory slur and makes sweeping negative cultural generalizations about a group, asserting cultural superiority.
jaques_meyermeyer9524 Jan 27, 2026
Tyler, I WISH you would have met up with some of us next gen. THIS CITY USED TO BE WHITE, CANADIAN - POLISH & ITALIAN immigration WHITE. you dont call me a brown polak, you …
Tyler, I WISH you would have met up with some of us next gen. THIS CITY USED TO BE WHITE, CANADIAN - POLISH & ITALIAN immigration WHITE. you dont call me a brown polak, you call me white. we assimilated generations ago, brampton was thriving during the skyscraper era ... shame....
Claims historical white European identity and assimilation while lamenting demographic change in Brampton, framing current immigration as incompatible with past.
Jdozjsnwj783 Jan 27, 2026
All this talk about this group and that group. The most destructive and needy group is African Americans. By far the worst of the worst.
All this talk about this group and that group. The most destructive and needy group is African Americans. By far the worst of the worst.
Makes sweeping negative generalizations about a racial group using inflammatory language without evidence.
DarkTideOffroad Jan 27, 2026
what a nightmare i cant imagine living amongst that. White countries need to stay White
what a nightmare i cant imagine living amongst that. White countries need to stay White
Explicit racial identity assertion ('White countries need to stay White') combined with demographic anxiety.
necodalie6830 Jan 27, 2026
You canadians are incompetent.. The only reason why Indians are ruling your country😂😂😂
You canadians are incompetent.. The only reason why Indians are ruling your country😂😂😂
Asserts ethnic/national identity conflict framing ('Indians are ruling your country') with dismissive tone toward Canadians, combining identity politics with demographic anxiety.
happymouthofficial Jan 28, 2026
Thank you for documenting this bro… seeing Brampton turn to the hellhole “Bramladesh” (nickname we call it) has been incredibly sad, I use to go to Bramladesh to watch Brampton Battalion (OHL Hockey) games and …
Thank you for documenting this bro… seeing Brampton turn to the hellhole “Bramladesh” (nickname we call it) has been incredibly sad, I use to go to Bramladesh to watch Brampton Battalion (OHL Hockey) games and the city was a great blue collar town to spend time in… ever since the Indian invasion I almost never go, seeing people defaecate and urinate frequently in public, the abhorrent driving, the dirtiness, & the incredible rudeness of the Indian population has made me not visit in yrs now. It’s getting worse in other areas like Niagara as well, where the same problem is occurring. What kills me is that if anyone who’s white speaks up about this the pathetic liberals instantly call you a “bigot” or a “Racist” for simply stating facts and expressing how MANY of us are feeling. A vast majority of Canadians had NO problem with the initial influx of Indians moving here in the early 2000’s they came over we’re very respectful, assimilated, became Canadians, & respected Canada and Canadians… this last 15 yrs has been the exact opposite.
Extended ethnic grievance narrative using dehumanizing language ('invasion'), stereotyping, and unsubstantiated claims about behavior while asserting white Canadian identity and victimhood.
RedWolf3893 Jan 27, 2026
As a Canadian I am so disappointed in my country. I’d almost rather be Mexican. Almost.
As a Canadian I am so disappointed in my country. I’d almost rather be Mexican. Almost.
Expresses disappointment in Canadian national identity and makes a comparative statement about preferring another country, framed as identity critique.
tizza963 Mar 1, 2026
Thank you for shining a light on this! From occupying nearly every cashier job in my area to shitting in the sand at Wasaga Beach, they are everywhere and do not assimilate. It's quite frustrating, …
Thank you for shining a light on this! From occupying nearly every cashier job in my area to shitting in the sand at Wasaga Beach, they are everywhere and do not assimilate. It's quite frustrating, their culture doesn't mix well with ours either.
Makes sweeping claims about non-assimilation and cultural incompatibility while employing stereotypes and unsubstantiated anecdotes to assert in-group/out-group boundaries.
anthoniebouchard2448 Jan 27, 2026
First opting as per DNA report aboriginal people they came from India 7300 years ago and they came much earlier than European. We are the first one who came here and second babe start coming …
First opting as per DNA report aboriginal people they came from India 7300 years ago and they came much earlier than European. We are the first one who came here and second babe start coming to canada 1870. We fight to world war even protect this country as well and protecting you from Nazi more than 350,000 sikh soldier died in fast and second world. but we never complained why the people coming from Ukraine and other European country and some racist they are only less than 0.001% and they’re talking about the Indians are coming to Canada why dehydration start coming to Canada for less electric and less than 300 400 a year but we come to Canada 7300 years ago this is proven DNA and we are willing to sacrifice our life to protect nation. This is our country as well. If you don’t know the history first learn it.
Asserts historical claims about indigenous/Sikh presence and belonging in Canada, framing them as first arrivals deserving of recognition.
SukhpalSingh-ez3ym Jan 28, 2026
Грязные цыгане
Грязные цыгане
Derogatory ethnic slur used to demean a specific group, asserting negative identity-based categorization.
ava1ancha Jan 29, 2026
Canadians are morons for allowing this
Canadians are morons for allowing this
Dismissive statement framing Canadians as foolish for immigration policy, combining national identity critique with implicit threat framing.
pauls3333 Jan 28, 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)