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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 29 of 276
Indians are slick. They undermine the domestic businesses. They are overpopulated in India and are spilling into the west to do the same. They never assimilate and are racist. Wake up
Indians are slick. They undermine the domestic businesses. They are overpopulated in India and are spilling into the west to do the same. They never assimilate and are racist. Wake up
Makes dehumanizing ethnic stereotypes about Indians, claiming they undermine businesses, refuse assimilation, and are inherently racist.
chrischrisafis484 Feb 23, 2026
Speaking the language is a given.... but coming here🇨🇦 and impose your religion to a christian country is blasphemy. and another thing... your values cant compare to ours 😠
Speaking the language is a given.... but coming here🇨🇦 and impose your religion to a christian country is blasphemy. and another thing... your values cant compare to ours 😠
Asserts Christian Canadian identity and frames religious/cultural differences as incompatible impositions on the nation.
alf72632 Aug 25, 2025
I’m a Canadian that lives in Vancouver and I’m not racist, but there are 10x as many Asian/Indian as there is Canadians the migration problem is outa hand
I’m a Canadian that lives in Vancouver and I’m not racist, but there are 10x as many Asian/Indian as there is Canadians the migration problem is outa hand
Asserts Canadian identity while claiming demographic displacement and framing immigration as 'out of hand,' combining identity assertion with demographic anxiety.
YNtaskforce Jan 28, 2026
Canada is a messed up country our government cares more about immigrants and south asians than they do their own people it’s actually sickening
Canada is a messed up country our government cares more about immigrants and south asians than they do their own people it’s actually sickening
Frames government priorities as betrayal of 'own people' versus immigrants/South Asians, establishing in-group/out-group division.
Canadian1122 Oct 15, 2025
Bro its ridiculous how many are hear now in canada. Live in in edmonton its absolutely flooded with indian people. Literally need to change our name to edmonstan
Bro its ridiculous how many are hear now in canada. Live in in edmonton its absolutely flooded with indian people. Literally need to change our name to edmonstan
Expresses alarm at demographic change and uses satirical renaming to assert national identity concerns and exclusionary sentiment.
brendonwatson8770 Feb 25, 2026
Would like to say that, by all means, anyone that doesnt like the US but lives here, go move to another country. I am proud of this country and I'm proud of our president Donald …
Would like to say that, by all means, anyone that doesnt like the US but lives here, go move to another country. I am proud of this country and I'm proud of our president Donald Trump. He's taking out all the greasenand removing all the Filth.
Asserts American national pride and support for Trump while using dehumanizing language ('grease,' 'filth'), framing immigration/policy through us-vs-them identity.
@AspiePilo82 Mar 4, 2025
Its not just brampton. You can go to but fuck no where is the smallest rural town and they seem to have taken over all hospitality service work
Its not just brampton. You can go to but fuck no where is the smallest rural town and they seem to have taken over all hospitality service work
Observes immigrant presence in rural hospitality work and frames it as 'taken over,' implying demographic displacement concern.
breetzy4975 Jan 27, 2026
I have never met a brave man from india all cowards
I have never met a brave man from india all cowards
Makes sweeping ethnic generalization claiming cowardice, asserting negative group identity.
JessieStephaneDubuc-y8i Feb 12, 2026
No I didn’t watch. I despise CNN almost as much as I despise the treasonous kleptocratic tyrant Trudeau. I don’t know how CNN ended up on my algorithm list, and will now promptly block your …
No I didn’t watch. I despise CNN almost as much as I despise the treasonous kleptocratic tyrant Trudeau. I don’t know how CNN ended up on my algorithm list, and will now promptly block your lying propaganda. I’m a proud and patriotic Canadian, btw.
Asserts proud Canadian patriotic identity while dismissing media and political leadership as treasonous.
@Train2noplace-v7n Mar 4, 2025
Brampton became the new Little India - it stinks when you pass by - sad what Liberals did to Canada 🇨🇦
Brampton became the new Little India - it stinks when you pass by - sad what Liberals did to Canada 🇨🇦
Uses sensory stereotyping and ethnic place-naming to assert cultural displacement and criticize Liberal policy.
GPrime- Feb 16, 2026
We don't need or want immigrants who will not assimilate.
We don't need or want immigrants who will not assimilate.
Asserts exclusionary national identity by rejecting immigrants who won't assimilate, framing non-assimilation as a threat.
kenvandeburgt1232 Feb 26, 2026
At this time I wish I was Canadian as I’m ashamed to be an American. trump has ruined this country?
At this time I wish I was Canadian as I’m ashamed to be an American. trump has ruined this country?
Expresses desire to adopt Canadian identity due to shame about American identity under Trump's leadership.
@marrysanchez1300 Mar 4, 2025
I grew up being told multiculturalism is our strength. Seeing it now as an adult, I can see all its done is created cities that have no actual Canadians, English or our culture. Raised crime, …
I grew up being told multiculturalism is our strength. Seeing it now as an adult, I can see all its done is created cities that have no actual Canadians, English or our culture. Raised crime, destroyed the housing market, lower the standard of living and quality of life. We need to go back to 1990's Canada and undo all that the last 35 years have done to our once great country.
Claims multiculturalism has erased Canadian identity and culture while attributing multiple social problems to immigration.
Balorian Feb 17, 2026
Canada ❌ Indian 2.0 ☑
Canada ❌ Indian 2.0 ☑
Uses visual framing to assert demographic replacement anxiety; suggests Canada is being transformed into 'Indian 2.0' through immigration.
000r00t Sep 20, 2025
These Indians are taking over, that's worse than Trudeau.
These Indians are taking over, that's worse than Trudeau.
Uses 'taking over' language to assert ethnic/demographic threat and frames specific immigrant group as worse than political opposition, combining identity and fear framing.
Cyberbabe999 Sep 27, 2025
Indians do this everywhere all over the world, they don't want to assimilate and they want to create their own neighborhoods so that they live like in India. I think they must stay in India, …
Indians do this everywhere all over the world, they don't want to assimilate and they want to create their own neighborhoods so that they live like in India. I think they must stay in India, the problem is they segregate
Stereotypes Indians globally as refusing assimilation and creating segregated communities, with a call for them to remain in India.
tifarestravels Oct 27, 2025
Take note: this is how a leader speaks.
Take note: this is how a leader speaks.
Brief affirmation of Trump as a leader, positioning commenter within a political identity group that respects his leadership style.
@fortunatejeremy Mar 4, 2025
We stand with our allies, not with this wannabe dictator.
We stand with our allies, not with this wannabe dictator.
Asserts alliance with democratic values and against authoritarian leadership, framing as us-vs-them identity positioning.
@isisatlantis3168 Mar 4, 2025
If their country and culture is so great why did they leave ?????
If their country and culture is so great why did they leave ?????
Questions immigrants' loyalty by implying their home countries are superior, framing immigration as contradictory to national pride.
jamesvuk9761 Jan 28, 2026
Thank you Prime Minister. We will fight for our country Canada, our culture, our values and our economy. We will not negotiate with a country that directly threatens our sovereignty. We hope in future to …
Thank you Prime Minister. We will fight for our country Canada, our culture, our values and our economy. We will not negotiate with a country that directly threatens our sovereignty. We hope in future to rebuild a relationship with our neighbours, but only when that can be done in a respectful manner. Time now to unite with other countries and build new trading relationships.
Asserts Canadian national identity and values while calling for unity and international alliance-building in response to external threat.
@reefglider Mar 4, 2025
« Prev 29 / 276 Next »

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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)