Research Tools
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
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 RUINED CANADA
INDIANS RUINED CANADA
Sweeping ethnic blame statement framing Indians as a threat to Canadian identity and national wellbeing.
Yur-12k
Oct 2, 2025
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
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
Just future liberal voters
Just future liberal voters
Comment frames Indian immigrants as future Liberal voters, using partisan identity language to suggest demographic threat.
Identity Assertion
0.85
turboteabag08
Oct 4, 2025
Brampton is a sh*thole. Shouldn't even be considered a part of Canada.
Brampton is a sh*thole. Shouldn't even be considered a part of Canada.
Expresses exclusionary identity claim about Brampton and Canadian belonging, framed as a threat to national integrity.
thesnesmaster
Oct 2, 2025
Of course, India's to blame. Those people are extremely dishonest and disrespectful. I can't wait to move to a country these people don't live in.
Of course, India's to blame. Those people are extremely dishonest and disrespectful. I can't wait to move to a country these people don't live in.
Makes sweeping negative generalizations about Indian people and expresses desire to avoid them, asserting in-group/out-group boundaries.
Jaymoney-tx9fg
Oct 5, 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
Id much rather have Hinduism than islam.
Id much rather have Hinduism than islam.
Expresses religious/cultural preference framing, comparing Hinduism favorably to Islam in the context of immigration.
Identity Assertion
0.85
ES-hl5mt
Oct 5, 2025
Canada was/is native indian land... The rest of us dont belong here.
Canada was/is native indian land... The rest of us dont belong here.
Asserts indigenous land claims and questions belonging based on ethnic/national identity, framed as a moral statement about rightful ownership.
rickijames
Mar 3, 2026
I like how the guy on bike was able to understand how Indians are different from muslims and African and actually are hardworking and law abiding people unlike the muslims and Africans 😊
I like how the guy on bike was able to understand how Indians are different from muslims and African and actually are hardworking and law abiding people unlike the muslims and Africans 😊
Makes sweeping generalizations about ethnic/religious groups' character traits while constructing hierarchies of worthiness based on national origin.
alpham9990
Jan 27, 2026
East Indian Canadians are the most racist people Ive experienced. They seem to hold a real grudge towards first nation Canadians and really seek them out to abuse them.
East Indian Canadians are the most racist people Ive experienced. They seem to hold a real grudge towards first nation Canadians and really seek them out to abuse them.
Makes a sweeping ethnic generalization claiming a specific group is racist, combining identity-based framing with an unsubstantiated claim.
WalterG33
Jan 27, 2026
I will never ever understand why white people are responsable for others problems. Indian are making a lot of kids than they send them into white countries as ” students ”. Like this every white …
I will never ever understand why white people are responsable for others problems. Indian are making a lot of kids than they send them into white countries as ” students ”. Like this every white country fall, one by one. Neo marxism is destroying EU right now as well. Those white leaders from many countries now are just a bounch of nobodies.
Comment frames immigration through racial/ethnic identity categories (white vs. Indian), expresses demographic anxiety, and makes conspiratorial claims about intentional demographic replacement.
Dicomess
Jan 27, 2026
Theres a reason empires conquered India and India is still a third world country 😂pagansism and grape and caste system are all products of their culture and their religion 😂 especially there own gods grape
Theres a reason empires conquered India and India is still a third world country 😂pagansism and grape and caste system are all products of their culture and their religion 😂 especially there own gods grape
Uses dehumanizing stereotypes and false historical claims to assert cultural/religious superiority while dismissing an entire nation as inherently inferior.
willysayn2212
Jan 27, 2026
Why are they dirty those 🇮🇳
Why are they dirty those 🇮🇳
Makes a dehumanizing ethnic stereotype without factual basis, asserting negative identity claims.
nusaania2950
Jan 27, 2026
Indians say how much they love their country but they be everywhere except India.. Even in the UK they are the top group of people who immigrate there. They ruin everywhere they go.
Indians say how much they love their country but they be everywhere except India.. Even in the UK they are the top group of people who immigrate there. They ruin everywhere they go.
Uses ethnic stereotyping and us-vs-them framing ('they ruin everywhere they go') combined with unsubstantiated claims about immigration patterns and negative generalizations.
Sir.T
Jan 27, 2026
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Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
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
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)