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
They dont want to assimilate into our culture, and there are A LOT of Indians here, and I NEVER see indians hanging out with white or black people, i only see them with other indians. …
They dont want to assimilate into our culture, and there are A LOT of Indians here, and I NEVER see indians hanging out with white or black people, i only see them with other indians. If u like india so much, why spend all your money to come here? It's true doe!
Expresses concern about cultural assimilation and ethnic segregation, framing immigrants as not integrating into 'our culture.'
Habslover74
Jan 28, 2026
INDIANS! Not international students !
INDIANS! Not international students !
Distinguishes between Indian nationals and international students, asserting a categorical identity distinction relevant to immigration discourse.
Identity Assertion
0.85
@Libtard1
Mar 4, 2025
Sh1tsk1ns gettín bussed in
Sh1tsk1ns gettín bussed in
Uses dehumanizing slur and expresses demographic anxiety about immigration changing Canada's composition.
John-o7w8b
Jan 28, 2026
Many Canadians (myself included) now view the US as an enemy nation. It didn’t use to be this way.
Many Canadians (myself included) now view the US as an enemy nation. It didn’t use to be this way.
Asserts a shift in Canadian national identity and relationship with the US, framing the US as an external threat to Canadian identity.
@robertdobie8680
Mar 4, 2025
In general I have no beef with Indians, but their accent is annoying af, and their expectation of making you work 16 hours a day because they used to work in a sweatshop has no …
In general I have no beef with Indians, but their accent is annoying af, and their expectation of making you work 16 hours a day because they used to work in a sweatshop has no place here.
Comment makes generalizations about Indian immigrants' work culture and accents while framing them as incompatible with Canadian norms, combining ethnic stereotyping with implicit threat concerns.
iamthelaw69
Jan 28, 2026
Sell your shit to a third world Canada see how much money you get.protect your own country
Sell your shit to a third world Canada see how much money you get.protect your own country
Frames Canada as needing to 'protect your own country' and uses dismissive language about third-world valuations, asserting national self-interest and us-vs-them framing.
@waynehein6448
Mar 4, 2025
Don't you love how a bunch of white Euro trash complains about other immigrating. That white garbage needs to go back to Europe where they belong!
Don't you love how a bunch of white Euro trash complains about other immigrating. That white garbage needs to go back to Europe where they belong!
Uses dehumanizing language and reverse ethnic framing to assert belonging/exclusion based on racial identity.
BeyondAncientsX
Feb 26, 2026
Canadian here born and raised in Ontario... Canada is not Canada anymore its a shithole, they shit on the beaches throw bags of trash wherever they want. they cant drive they definitely cannot drive transport …
Canadian here born and raised in Ontario... Canada is not Canada anymore its a shithole, they shit on the beaches throw bags of trash wherever they want. they cant drive they definitely cannot drive transport trucks and they cant do the easiest jobs like take an order from fast food. Miserable quality of life and I'm not even in Brampton i feel bad for the people there.
Asserts Canadian identity while using sweeping negative stereotypes about an out-group to claim national decline.
HartLasracing
Jan 28, 2026
Dude just say it’s INDIA ….
Dude just say it’s INDIA ….
Commenter is making an implicit us-vs-them assertion by singling out India as the source of immigration, using identity-based framing.
Identity Assertion
0.85
sofieb1575
Oct 2, 2025
As a native Canadian, I feel like we have been taken over by the Indians.
As a native Canadian, I feel like we have been taken over by the Indians.
Asserts native Canadian identity while expressing demographic displacement anxiety, framing immigration as a takeover by a specific ethnic group.
camdenperry6312
Jan 27, 2026
Québecoise⚜️ ici et pour vrai ca commence a être dérangeant... j'en aurais long a dire, mais je vais en rester la. Les vrai savent de quoi il s'agit...
Québecoise⚜️ ici et pour vrai ca commence a être dérangeant... j'en aurais long a dire, mais je vais en rester la. Les vrai savent de quoi il s'agit...
Québécois identity assertion expressing concern about immigration becoming bothersome, with coded language suggesting in-group knowledge of unstated grievances.
Marie-lineBeauvais
Jan 28, 2026
Hey Canada…. suck it!
Hey Canada…. suck it!
Dismissive, confrontational statement asserting superiority over Canada through crude us-vs-them framing.
Identity Assertion
0.85
@robertburt8031
Mar 4, 2025
Brotherrrrrr, Vancouver just the new little Delhi getting fuckin out of hand
Brotherrrrrr, Vancouver just the new little Delhi getting fuckin out of hand
Expresses concern about demographic change in Vancouver through ethnic stereotyping and us-vs-them framing ('new little Delhi').
cozy_2X
Jan 28, 2026
Trudeau is a liberal woos! The hell with him! In America it’s now AMERICA FIRST!!
Trudeau is a liberal woos! The hell with him! In America it’s now AMERICA FIRST!!
Expresses nationalist sentiment ('AMERICA FIRST') while dismissing Trudeau, framing political opposition through identity and allegiance.
@Carnivorechad
Mar 4, 2025
Brampton become New Delhi
Brampton become New Delhi
Uses ethnic/cultural comparison to suggest demographic replacement, implying loss of Canadian identity.
hardikpatelqa
Feb 26, 2026
i want these people out of my country
i want these people out of my country
Direct us-vs-them framing asserting national belonging and exclusionary sentiment toward immigrants.
grimmkind
Jan 28, 2026
I remember when I was in high school living in Toronto a bunch of Indians tried bullying us white kids lmao called themselves browntown
I remember when I was in high school living in Toronto a bunch of Indians tried bullying us white kids lmao called themselves browntown
Recounts a personal experience framed around ethnic/racial group conflict and identity boundaries.
fuckimbored5421
Jan 28, 2026
honestly bro I'd rather have illegal immigrants rather than legal indians
honestly bro I'd rather have illegal immigrants rather than legal indians
Expresses preference based on ethnic/national origin categorization, framing one immigrant group as preferable to another.
gigachad2913
Jan 27, 2026
Hindu is a great religion thankfully... would much rather have that than islam.
Hindu is a great religion thankfully... would much rather have that than islam.
Expresses religious preference framed as an identity/cultural hierarchy, positioning one religion as preferable to another in the context of immigration.
Identity Assertion
0.85
r34ct4
Jan 27, 2026
Keep the khalistani with you We Indians don’t own them
Keep the khalistani with you
We Indians don’t own them
Disavowal of Khalistani separatists by asserting 'we Indians' don't claim them, establishing in-group/out-group boundaries within diaspora communities.
Shaktiman_X
Jan 28, 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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