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
Search & Filter
Identity Assertion
5,512 comments
I feel that white guy around 8:21 is not very clever. Afrains at least do not take a lot of power, whilst Indians will manipulate you white guys and treate you as a slave once …
I feel that white guy around 8:21 is not very clever. Afrains at least do not take a lot of power, whilst Indians will manipulate you white guys and treate you as a slave once they become majority, play with your vote system game and maitrise the power. Also, rape is in the gene, read the lizard story. Good luck, anglosaxons.
Employs ethnic stereotyping, us-vs-them framing, and contains demonstrably false claims about genetic predispositions to crime.
MG-vk7ul
Feb 18, 2026
these disgusting stinky Indians should be deported from this country. it was a clean country before but now stinky disgusting Indians ruined it
these disgusting stinky Indians should be deported from this country. it was a clean country before but now stinky disgusting Indians ruined it
Explicitly dehumanizing ethnic slurs and calls for deportation, asserting national identity through xenophobic othering and threat language.
Lak-x9w
Jan 27, 2026
Born just 1 hour away from here, I can tell you it's not just Brampton. Indians have basically taken over all surrounding areas and nobody likes it.
Born just 1 hour away from here, I can tell you it's not just Brampton. Indians have basically taken over all surrounding areas and nobody likes it.
Asserts ethnic/cultural displacement narrative with us-vs-them framing ('taken over') and claims of widespread disapproval.
6rasshopper
Jan 27, 2026
we re not racist we just want our country back fuck trudeau fuck carney and fuck all liberals
we re not racist we just want our country back fuck trudeau fuck carney and fuck all liberals
Asserts national ownership ('our country') and frames immigration as a threat to belonging, with political targets.
alainboulingrin651
Jan 29, 2026
Canadians are immigrant!
Canadians are immigrant!
Makes a claim about Canadian national identity by asserting that Canadians themselves are immigrants, challenging exclusionary framing.
Identity Assertion
0.90
jahkush5383
Aug 24, 2025
It’s okay to be Anglo Saxon
It’s okay to be Anglo Saxon
Asserts ethnic/racial identity claim using a phrase associated with white identity politics.
Identity Assertion
0.90
mrh4900
Jan 27, 2026
Not indian, punjabi
Not indian, punjabi
Asserts ethnic/cultural identity distinction, correcting the categorization of Punjabi identity separate from Indian national identity.
Identity Assertion
0.90
plazmagaming2182
Sep 19, 2025
Bruh that panel says it all bunch of Indians !!!!
Bruh that panel says it all bunch of Indians !!!!
Makes ethnic identity observation about panel composition with dismissive tone, asserting demographic concern.
Identity Assertion
0.90
Ghostintheshell3551
Nov 9, 2025
As an American, I stand with America !!! What's wrong with you people ??
As an American, I stand with America !!! What's wrong with you people ??
Clear us-vs-them framing asserting American identity and allegiance against perceived Canadian opposition.
Identity Assertion
0.90
@robertturner1809
Mar 4, 2025
Come to NS. Canada needs to be renamed India
Come to NS. Canada needs to be renamed India
Suggests renaming Canada to 'India,' using demographic anxiety and identity-based framing to express concern about cultural change.
janicemcnutt4857
Jan 27, 2026
Khalistan zindbaad 🎉
Khalistan zindbaad 🎉
Assertion of ethnic/regional identity and political affiliation through a separatist slogan.
Identity Assertion
0.90
Glockszy
Jan 27, 2026
Hindu's are sh..t eaters 😢😢😢
Hindu's are sh..t eaters 😢😢😢
Derogatory ethnic slur targeting Hindus, expressing prejudiced identity-based hostility.
engineercctv4511
Feb 21, 2026
I stand with my country. America. This is my home and I don;'t bail just because I don't like certain things.
I stand with my country. America. This is my home and I don;'t bail just because I don't like certain things.
Strong assertion of national identity and commitment to staying despite disagreements, framing loyalty as a core value.
Identity Assertion
0.90
@DannyMack100
Mar 4, 2025
The indian guy acting like he dosent know its so popular for indians to move to Brampton is crazy. I know why lol, its bc they want to be around their own people, feel like …
The indian guy acting like he dosent know its so popular for indians to move to Brampton is crazy. I know why lol, its bc they want to be around their own people, feel like their in india, speak their own lanaguage while taking all the free benefits canada has to offer meanwhile they dont want to integrate or deal with us disgusting white people lol
Commenter makes ethnic generalizations about Indian immigrants, frames them as unwilling to integrate, and uses derogatory language about white people.
ineedabettername100
Jan 29, 2026
I am the only white person most of the time when I get on the go bus or ttc, 90% of the other people are indian. Its not diversity when its just one group of …
I am the only white person most of the time when I get on the go bus or ttc, 90% of the other people are indian. Its not diversity when its just one group of people coming here mainly
Commenter expresses demographic anxiety about Indian immigration, framing it as a threat to diversity and social cohesion.
ineedabettername100
Jan 29, 2026
Indians have done nothing but disrespect Canada, Canadians and our culture. GO HOME
Indians have done nothing but disrespect Canada, Canadians and our culture. GO HOME
Makes sweeping negative generalizations about an ethnic group and frames them as threats to Canadian culture, with explicit us-vs-them framing.
canadiansfirst3636
Jan 28, 2026
Vive la Canada!
Vive la Canada!
Patriotic assertion of Canadian identity and national pride.
Identity Assertion
0.90
@shmandyfer1
Mar 4, 2025
So proud to be Canadian ???
So proud to be Canadian ???
Expresses pride in Canadian national identity in response to the video content.
Identity Assertion
0.90
@frannymcb_
Mar 4, 2025
The most vile 4-letter word in the dictionary? Multiculturalism.
The most vile 4-letter word in the dictionary? Multiculturalism.
Brief statement rejecting multiculturalism as fundamentally negative, expressing identity-based opposition to cultural pluralism.
Identity Assertion
0.90
gregb4421
Sep 10, 2025
As a proud American I stand with America.
As a proud American I stand with America.
Explicit assertion of American national identity and allegiance without substantive policy engagement.
Identity Assertion
0.90
@daniels3318
Mar 4, 2025
Compare Videos
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)