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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Fear / Threat
3,873 comments
people will say whatever but really you only know when you live in this disgusting new canada now
people will say whatever but really you only know when you live in this disgusting new canada now
Expresses negative personal experience and characterizes contemporary Canada as 'disgusting,' conveying anxiety about social change.
6ixskates626
Sep 20, 2025
Canada please be very careful... with the wave of Indians, especially the privileged-class (aka higher-caste) groups, arriving with their religious and ideological trash baggage. Not only will they destroy communal harmony in your country, they …
Canada please be very careful... with the wave of Indians, especially the privileged-class (aka higher-caste) groups, arriving with their religious and ideological trash baggage. Not only will they destroy communal harmony in your country, they will use the Canadian $$ to economically destabilize the society in the home country. Hope their children get a good and liberal education and are not spoiled by home-grown bigotry, supremacist and caste-ist brainwashing. These double-speaking cohorts operate pretty much as clandestine as communal white racist groups, essentially playing the same game from an older brown playbook. 🙏
Expresses demographic and cultural anxiety about Indian immigrants, making unsubstantiated claims about economic destabilization and ideological harm.
kumarnarayana5105
Sep 19, 2025
Lol Canada imported an Indian city of almost 1M
Lol Canada imported an Indian city of almost 1M
Expresses demographic anxiety through hyperbolic claim that Canada has 'imported an Indian city,' framing immigration as demographic replacement.
CorporateShill66
Sep 20, 2025
I'd love you to come to Sarnia, Ontario and see the takeover here. Nobody talks about it much. Woke city council tries to make sure of that.
I'd love you to come to Sarnia, Ontario and see the takeover here. Nobody talks about it much. Woke city council tries to make sure of that.
Describes perceived demographic takeover in local area with conspiratorial undertones about suppression of discussion, expressing demographic anxiety.
Worldzworstgamer
Sep 20, 2025
Horrible!!! Why the hell are canadians re-electing the liberals all the time??? Do we want to disappear?
Horrible!!! Why the hell are canadians re-electing the liberals all the time??? Do we want to disappear?
Expresses existential demographic anxiety ('do we want to disappear') and implicitly urges voting against current government.
rnapol3266
Sep 20, 2025
Our Brampton has gone to shit
Our Brampton has gone to shit
Expresses dissatisfaction with local conditions attributed to demographic change, combining personal observation with threat perception.
zenaazeez4470
Sep 19, 2025
😂😂😂😂😂manipulator, cheat, loophole, twisted tongue, liars. That’s the main ways of life. They do. Once they’re more they will start to discriminate and create status consciousness.
😂😂😂😂😂manipulator, cheat, loophole, twisted tongue, liars. That’s the main ways of life. They do. Once they’re more they will start to discriminate and create status consciousness.
Uses dehumanizing language and predicts future discrimination and status hierarchies based on immigrant demographics, expressing demographic anxiety.
trader398
Sep 19, 2025
So sad filled up with Indies minority Canadians
So sad filled up with Indies minority Canadians
Expresses demographic anxiety and negative sentiment about increasing minority populations in Canada.
normathomas1356
Sep 19, 2025
Seeing the church get turned into a hindu temple grossed me right out
Seeing the church get turned into a hindu temple grossed me right out
Expresses discomfort with religious/cultural transformation of Canadian institutions, reflecting demographic anxiety.
dannywood433
Sep 19, 2025
Wonder why they had to erect Monkey Man God statue on middle of road although this character is fictitious and mythological but because of tons of Hindu Indian Migration they are literally spreading idioticness to …
Wonder why they had to erect Monkey Man God statue on middle of road although this character is fictitious and mythological but because of tons of Hindu Indian Migration they are literally spreading idioticness to canadian, being indian and living in India it is already pathetic experience of day today hindu rituals, now it went overseas too feel good 🤣
Expresses demographic anxiety and cultural threat concerns about Hindu Indian migration spreading 'idioticness,' framed as a danger to Canadian society.
meyriena
Sep 19, 2025
Canada is becoming a shit hole thanks to them.
Canada is becoming a shit hole thanks to them.
Attributes national decline to immigrant presence, expressing demographic and cultural threat anxiety.
RobertRitchie-re5pt
Sep 19, 2025
Government literally allowing India to take over. Unbelievable
Government literally allowing India to take over. Unbelievable
Expresses alarm about government allowing 'takeover' by India, a vague threat-based claim without specifics.
900hpmustang9
Sep 19, 2025
Same here in Niagara falls ..i strongly dislike them!
Same here in Niagara falls ..i strongly dislike them!
Expresses strong dislike for a demographic group in another Canadian city, indicating localized demographic anxiety.
Fear / Threat
0.80
cameliastirbat6410
Sep 19, 2025
The Canadian government and local Canadians definitely need to be afraid of Pakistan and the radical people who want to destroy Canada by changing the demography of Canada and by adopting radical ideas.
The Canadian government and local Canadians definitely need to be afraid of Pakistan and the radical people who want to destroy Canada by changing the demography of Canada and by adopting radical ideas.
Expresses demographic anxiety and security concerns about Pakistan and radical elements, presenting unverified claims about threats to Canada.
Nationalist_31
Sep 19, 2025
Thanks to all the politicians around the world who have destroyed the west
Thanks to all the politicians around the world who have destroyed the west
Expresses alarmism about Western decline attributed to politicians, framing immigration as a threat to societal stability.
joelclemonds8243
Sep 19, 2025
13:44 then why left your so called own home town at first place! why you had to make it at a new place???? I'm s i c k of these people
13:44 then why left your so called own home town at first place! why you had to make it at a new place???? I'm s i c k of these people
Expresses frustration and hostility toward immigrants, questioning their motives and expressing exasperation with their presence.
honeybutterr04
Sep 19, 2025
I used to live there in 1993 it was all white but my friends would complain that after 10 years not a single white kid on the school bus
I used to live there in 1993 it was all white but my friends would complain that after 10 years not a single white kid on the school bus
Personal account of demographic change framed as a concern about declining white representation on school buses, expressing demographic anxiety.
TheJohnny220
Sep 19, 2025
Its crazy how the population bommed in Brampton. I moved from Etobicoke in 2006 and the population was just over 300k. Now it ballooned to 750k! Crazy
Its crazy how the population bommed in Brampton. I moved from Etobicoke in 2006 and the population was just over 300k. Now it ballooned to 750k! Crazy
Personal observation of rapid population growth framed with alarm ('bommed', 'ballooned'), expressing demographic anxiety.
Hewhoremains218
Sep 19, 2025
It's coming to a small town near you.. I'm just glad they decided to fill up brampton before they fill up surrey (which they surely will very soon) When i was a kid, i was …
It's coming to a small town near you.. I'm just glad they decided to fill up brampton before they fill up surrey (which they surely will very soon)
When i was a kid, i was annoyed that there were so many chinese where i lived (Richmond, iykyk) but they never really did anything to wrong me. As i grew up i realized they just mind their own business and stay out the way, and generally let their children be pretty liberal (other than the studying). Now, I absolutely LOVE the chinese compared to all the damn indians. There isn't a trend of chinese buying business' then only hiring other chinese. (idk how indians get away with only hiring indians). The indian kids are rude AF usually, tons of wannabe gangsters, TONS of indian gang crime. .
And the worst? the ones that live in brampton and surrey treat it like india. THEY treat YOU like a foreigner. I hate em. I just dont understand why immigrants cant just atleast learn the language and customs
Expresses demographic anxiety about Indian immigration spreading to new areas while comparing Indian and Chinese immigrants unfavorably and asserting cultural incompatibility.
FPScanadaPC
Sep 19, 2025
Feel bad for the good hard working Canadians in this video being invaded and their powerless because the government allows it.
Feel bad for the good hard working Canadians in this video being invaded and their powerless because the government allows it.
Expresses anxiety about immigration as an 'invasion' and frames Canadians as powerless victims of government policy.
petefrezza2839
Sep 19, 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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