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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
I think the difference or reason people are upset with modern immigrants is they never even try to assimilate. They all bring their culture here and ignore the western ways.
I think the difference or reason people are upset with modern immigrants is they never even try to assimilate. They all bring their culture here and ignore the western ways.
Claims immigrants fail to assimilate and prioritize their culture over 'western ways,' framing cultural integration as an obligation.
charleskavoukjian3441
Jan 27, 2026
Even the 2nd generation info Canadians I grew up hate these new fucking wave it isn't a white vs brown it's Canadians vs those who won't adapt My wife's Russian speaks Russian my kids speak …
Even the 2nd generation info Canadians I grew up hate these new fucking wave it isn't a white vs brown it's Canadians vs those who won't adapt
My wife's Russian speaks Russian my kids speak Russian
So I'm not against immigration
People saying they can't find work just aren't willing to look around in my city I can think of 10 plus company's hiring but it's construction but immigrants look down on it as it was low paying not respected etc back home
Prime example is central america
Frames conflict as 'Canadians vs those who won't adapt' (identity/belonging) while also critiquing immigrants' rejection of construction work (economic).
slymarbo4046
Aug 27, 2025
We’re fed up also……New Brunswick!!! All Canadians are fed up…..send them back
We’re fed up also……New Brunswick!!! All Canadians are fed up…..send them back
Asserts collective Canadian identity ('All Canadians') and frames immigration as an us-vs-them issue, with implicit call to remove immigrants.
Katiethreeable
Aug 28, 2025
I’m Australia on a work visa in Canada and I’m shocked by how many Indians are here. I’m assimilating to the Canada culture and ways but a lot of them here I’ve noticed don’t and …
I’m Australia on a work visa in Canada and I’m shocked by how many Indians are here. I’m assimilating to the Canada culture and ways but a lot of them here I’ve noticed don’t and won’t.
Contrasts the commenter's assimilation with perceived non-assimilation of Indian immigrants, framing cultural integration as a marker of belonging.
maddison5134
Jan 27, 2026
Better to have Indians as Canadians than liberal whites
Better to have Indians as Canadians than liberal whites
Makes an us-vs-them comparison between ethnic/political groups ('Indians as Canadians' versus 'liberal whites'), asserting relative belonging.
Identity Assertion
0.85
Jasn_Chvz
Jan 27, 2026
Bro I am a true Canadian and the Indian people are everywhere
Bro I am a true Canadian and the Indian people are everywhere
Asserts Canadian identity while expressing demographic anxiety about Indian presence, framing it as an overwhelming presence.
Theyaretakingover
Jan 27, 2026
White people arent allowed to want anything nice. I love a few ethnicities in my neighborhood but don’t take over. I get uncomfortable.
White people arent allowed to want anything nice. I love a few ethnicities in my neighborhood but don’t take over. I get uncomfortable.
Asserts white identity and discomfort with ethnic diversity, framing it as a threat to neighborhood character and belonging.
coffeegitters
Jan 27, 2026
To be honest i wouldn't see it as too much of a big deal if they just assimilate into our society and culture, not bring their third world cultures and beliefs here as none of …
To be honest i wouldn't see it as too much of a big deal if they just assimilate into our society and culture, not bring their third world cultures and beliefs here as none of us asked for this.
Frames immigration as cultural threat, asserting native cultural superiority and demanding assimilation.
XRoyalStampedeX
Jan 27, 2026
Back in the 80’s and 90’s my cultural diversity was eating at a Chinese restaurant.
Back in the 80’s and 90’s my cultural diversity was eating at a Chinese restaurant.
Nostalgic assertion of a monoculturally-defined Canadian identity contrasted with present-day diversity, framing cultural change as a loss.
bearsmack6969
Jan 27, 2026
Incredibly sad to see. They aren’t Canadians & never will be. Simple as that.
Incredibly sad to see. They aren’t Canadians & never will be. Simple as that.
Asserts exclusionary national identity claim that immigrants cannot become Canadian, framed as absolute truth.
cameronszn9
Jan 27, 2026
the west stole over trillions from India, theyre in the west to collect the money back. Indians are the highest earners in the west. Dont be mad that Indians are better than you😂!
the west stole over trillions from India, theyre in the west to collect the money back. Indians are the highest earners in the west. Dont be mad that Indians are better than you😂!
Asserts Indian superiority and belonging in the West while framing economic success as identity-based competition, with sarcastic tone.
a.h.i267
Jan 27, 2026
They don't want to live in India but turn Canada into India.....
They don't want to live in India but turn Canada into India.....
Expresses concern that immigrants are not assimilating and are changing Canadian culture, framing this as a cultural threat.
mainaccount6320
Jan 27, 2026
I came here 40 yrs ago and adapted and never had a hand out by the government and just worked but lately all I see are new immigrants not adapting or trying so I can …
I came here 40 yrs ago and adapted and never had a hand out by the government and just worked but lately all I see are new immigrants not adapting or trying so I can see why all the resentment against immigrants.I unfortunately have to say Indians and Arabic culture doesn’t want to conform to their adopted country so we have to limit these group.
Combines personal immigration experience with claims about cultural non-adaptation and calls for group-based restrictions, framing immigrants as threats to national cohesion.
tranimal72
Aug 28, 2025
thats punjabi/gujrati metropolis
thats punjabi/gujrati metropolis
Identifies a city by specific ethnic/cultural groups, asserting demographic change and altered identity of the place.
Identity Assertion
0.85
mridulbisht9865
Jan 2, 2026
As a Canadian born, brown resident of Brampton, it truly sucks to see the Canadian culture we all love be completed obliterated by large scale, unchecked immigration from India specifically. In the gym, grocery store …
As a Canadian born, brown resident of Brampton, it truly sucks to see the Canadian culture we all love be completed obliterated by large scale, unchecked immigration from India specifically. In the gym, grocery store and most other common spaces, people speak Punjabi, not English. Truly horrible what happened to what was once such an awesome country and the worst part of it is, nobody, no policy maker will ever face justice for the cultural destruction they have caused. Sometimes though, I think, maybe Canada and Canadians dug their own grave. They/we voted in Liberal leadership time and time and time again, even when we saw our country being destroyed, in front of our very eyes.
Extended personal narrative asserting Canadian identity while expressing cultural displacement anxiety and blaming immigration policy and political leadership.
matthn64
Jan 27, 2026
If anyone wants to be surrounded by Indians, let her go to India. Don't bring Indians into your country!
If anyone wants to be surrounded by Indians, let her go to India. Don't bring Indians into your country!
Makes an exclusionary us-vs-them statement asserting national identity and opposing immigration based on ethnic/national origin.
HatsueFuruhashi
Jan 27, 2026
We don't call it Tim Hortons anymore. It's called (Singh Hortons) even the quality of the food and establishments have declined. I get my coffee from Starbucks and McDonald's now.
We don't call it Tim Hortons anymore. It's called (Singh Hortons) even the quality of the food and establishments have declined. I get my coffee from Starbucks and McDonald's now.
Uses ethnic naming to frame demographic change as cultural displacement, with implicit concern about national identity and quality of life decline.
mr.2timez555
Jan 27, 2026
People with white skin belong to Europe. They have no connection to this continent. Do to them what they did to the indigenous people of this continent. Send them back to their place of origin; …
People with white skin belong to Europe.
They have no connection to this continent.
Do to them what they did to the indigenous people of this continent.
Send them back to their place of origin; if they refuse, throw them into the nearest ocean.
Makes exclusionary identity claims denying white people belonging to Canada, with violent rhetoric framed as historical justice.
atheist-baba-ka
Jan 27, 2026
S/o to the dumb white ppl for putting us in this situation ??
S/o to the dumb white ppl for putting us in this situation ??
Uses us-vs-them framing by blaming 'dumb white people' for a situation, asserting group identity and blame.
@Stillcooln
Mar 4, 2025
Please send the Indian back! Indian is everywhere, even in Singapore right now! There is a saying, if you were to die now, you have 60% of being reborn as a Indian. There are here …
Please send the Indian back!
Indian is everywhere, even in Singapore right now!
There is a saying, if you were to die now, you have 60% of being reborn as a Indian.
There are here to conquer, not to assimilate.
Combines expulsion demand with demographic anxiety, conspiracy framing ('here to conquer'), and comparative ranking; primarily asserts cultural threat.
tadaa984
Jan 27, 2026
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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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