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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 39 of 276
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
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
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
Your last question basically points to how racist you are yourself. It's the same question I bet aboriginals ask about how whites over populated the 'Hammmericas' and turned it into a Eurocentric place. We still …
Your last question basically points to how racist you are yourself. It's the same question I bet aboriginals ask about how whites over populated the 'Hammmericas' and turned it into a Eurocentric place. We still ask that question, remember I came here as a kid and got to observe all of this bs in this country.
Commenter frames immigration debate through historical comparison (European settlement of Americas) and asserts their own immigrant identity to challenge perceived racism, using us-vs-them framing.
ChaitanyaBhagavata Sep 28, 2025
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
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
Yup, no assimilation whatsoever.
Yup, no assimilation whatsoever.
Makes a claim about lack of cultural assimilation, implying a boundary between immigrants and established Canadian identity.
pueraeternus111 Sep 23, 2025
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
Disgraceful and a slap in tge face to true Canadians
Disgraceful and a slap in tge face to true Canadians
Claims about who counts as a 'true Canadian' and frames immigration as an affront to national identity.
bassbeauty Feb 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
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
The next hail in Calgary that damagea cars and people's houses will in some way shape or form be an indians fault. So you lot are the developed country, you have the systems in place. …
The next hail in Calgary that damagea cars and people's houses will in some way shape or form be an indians fault. So you lot are the developed country, you have the systems in place. You lot claim no corruption and the superior moral ground yet a villager from a 3rd world country is able to scam your system. Only Canadians can support this logic.
Uses us-vs-them framing blaming immigrants for unrelated problems while asserting Canadian superiority, with underlying xenophobic threat narrative.
abhirmalhotra5103 Sep 29, 2025
they all come from india and infiltrate the political system i see 3 working infront of you
they all come from india and infiltrate the political system i see 3 working infront of you
Frames Indian immigrants as infiltrators of the political system, using us-vs-them language to assert threat and foreign infiltration.
sprawlingnews Sep 29, 2025
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
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
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
Indians are shady
Indians are shady
Makes a derogatory ethnic generalization about Indians, asserting negative stereotypes as identity-based criticism.
mikecole17 Sep 30, 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
Indians are obnoxious. Indian religions statues shouldnt be in open display,
Indians are obnoxious. Indian religions statues shouldnt be in open display,
Negative stereotyping of Indian immigrants and objection to cultural/religious displays, asserting cultural boundaries.
jacintochua6885 Feb 13, 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
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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)