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
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.
Identity Assertion
0.85
@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
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)