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
0:36 That guy is saying that ....they sell and buy among themselves..... The fact is that they eat rice and lentils with spices kind of food ...so obviously they will buy that stuff from those …
0:36 That guy is saying that ....they sell and buy among themselves.....
The fact is that they eat rice and lentils with spices kind of food ...so obviously they will buy that stuff from those people who sell it.
The Canadian white people should focus on doing South Asian business and stuff rather than complaining.
Frames ethnic/cultural groups as distinct ('Canadian white people' vs. South Asian communities) and uses us-vs-them language while defending immigrant business practices.
Saisunil772
Oct 21, 2025
My major problem is not that we have Indians here my major problem is that they don't have any Civic sense and they bring their own Civic sense of India over here being aggressive angry …
My major problem is not that we have Indians here my major problem is that they don't have any Civic sense and they bring their own Civic sense of India over here being aggressive angry no customer service no niceness no please or thank you they get mad and angry very fast they shout and yell at you this scam they close the doors of a store before they're supposed to LOL that happened so many times it's just nasty and very disgusting I have seen some really disgusting s*** and retail stores including coffee shops
Expresses cultural anxiety about Indian immigrants' behavior and civic values, framing them as incompatible with Canadian norms.
PeterMaze-u5v
Feb 18, 2026
I wonder what honorable country they come from😏
I wonder what honorable country they come from😏
Sarcastic questioning of immigrants' country of origin with dismissive tone, implying moral judgment about their background.
Moneyhacks1010
Feb 24, 2026
ngl i agree with bike dude, like I'm not racist but he's somewhat right, he got some good points
ngl i agree with bike dude, like I'm not racist but he's somewhat right, he got some good points
Commenter distances themselves from racism while endorsing critical views about immigrants, using identity-protective language.
MRProbablyCapybara
Feb 18, 2026
No indian would ever say this, if this video was made about any other ethnicity. But stop with the damn racism bruh. Yeah Indians are disgusting af but still
No indian would ever say this, if this video was made about any other ethnicity.
But stop with the damn racism bruh.
Yeah Indians are disgusting af but still
Acknowledges ethnic stereotyping while simultaneously engaging in it, framing the issue as selective racism against Indians.
Seraphim-o4g
Jan 28, 2026
Fucking thank you so much man! I’m so fucking sick of them
Fucking thank you so much man! I’m so fucking sick of them
Emotional expression of frustration toward an out-group with profanity, indicating us-vs-them sentiment without specific policy critique.
cattlecooker953
Jan 27, 2026
it ok we are Canadian, we doing ok ?we will be find.God bless CANADA ????
it ok we are Canadian, we doing ok ?we will be find.God bless CANADA ????
Asserts Canadian identity and confidence in national resilience with patriotic framing.
@tuyetle8702
Mar 4, 2025
What a clown. Look at the clown parade praising him. Canadians dont even like Trudeau!! ?. Look at the libs praising him here ????
What a clown. Look at the clown parade praising him. Canadians dont even like Trudeau!! ?. Look at the libs praising him here ????
Uses us-vs-them framing ('Canadians don't like Trudeau', dismisses 'libs') to assert political identity and allegiance.
@killacoats
Mar 4, 2025
@8:15 Oh, and why is that? No white people to coat tail?
@8:15 Oh, and why is that? No white people to coat tail?
Uses sarcastic questioning to assert racial/ethnic identity concerns about workplace demographics.
regdomain4690
Jan 27, 2026
What a speech. So refreshing to hear a leader speaking and addressing the President and the American people. All Canadian should be proud. Go ?? Canada John NZ\nJ
What a speech. So refreshing to hear a leader speaking and addressing the President and the American people. All Canadian should be proud. Go ?? Canada John NZ\nJ
Comment expresses national pride in Canadian leadership and calls for collective Canadian identity affirmation in response to a political speech.
@johnsfielding1384
Mar 4, 2025
i like being a multi culture country (canada) but different cultures have there strong points and weak points . mostly if there coming from another country..for example im by a college.. alot of indians. so …
i like being a multi culture country (canada) but different cultures have there strong points and weak points . mostly if there coming from another country..for example im by a college.. alot of indians. so there smart and keep to themselves..(good thing i guess) but if you try talking to your indian neighbour there anti social with you. (bad thing) im white in a small biker town.. were generally friendly with first impression but can be judgemental. so. take people for who they are.
Compares cultural groups (Indians vs. white Canadians) by stereotyping behavioral traits, asserting group-based identity characteristics and differences.
dustinmacdougall2308
Jan 29, 2026
The American people don't give a s*** what this guy says
The American people don't give a s*** what this guy says
Asserts that 'the American people' hold a collective dismissive position, framing in-group sentiment.
Identity Assertion
0.78
@renzecollins8991
Mar 4, 2025
companies support this since more whites doesnt want to have kids anymore or just one
companies support this since more whites doesnt want to have kids anymore or just one
Makes a racial/ethnic identity claim ('whites') about demographic change and reproduction patterns, framing immigration through an us-vs-them lens.
Supfellas-000
Jan 27, 2026
Bro this too real can somebody remember the last time a Canadian made your ice cap??
Bro this too real can somebody remember the last time a Canadian made your ice cap??
Rhetorical observation implying Canadian workers are absent from service jobs, framing workplace composition as an identity/demographic issue.
ZazaZaza-f6x7u
Jan 27, 2026
This does not happen with people from other more compatible countries
This does not happen with people from other more compatible countries
Implies certain immigrant groups are incompatible with Canada while others are acceptable, asserting ethnic/cultural hierarchy.
josealvarez8028
Feb 24, 2026
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is …
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is driven largely by political motives, as new migrants often support the Liberal Party due to the benefits they receive upon arrival. Both the Liberal government in Canada and the Democrats in the United States appear to be aware of this trend. Regardless of political affiliation—whether Liberal, Conservative, Green, or any other party—if my party were to adopt such a policy, I would oppose it. Canadians really need to wake up. We need responsible citizenship that upholds and strengthens our Canadian culture and values.
Asserts Canadian identity and cultural preservation concerns while making unsubstantiated claims about immigrant voting patterns and political motives.
letusdive
Feb 17, 2026
As an Indian who lives in India and has no plans to move abroad, I hate to see Indians turn other countries into sht holes. You should start kicking them out, especially if they're in …
As an Indian who lives in India and has no plans to move abroad, I hate to see Indians turn other countries into sht holes. You should start kicking them out, especially if they're in illegally or is overstaying their visit.
Asserts in-group/out-group identity (Indian national perspective) and makes derogatory generalizations about other Indians abroad, combined with calls for stricter immigration enforcement.
wokeydoky
Jan 27, 2026
Spoken eloquently like a goddamn leader. My country is a joke now
Spoken eloquently like a goddamn leader. My country is a joke now
Expresses shame about national identity and leadership, contrasting Canada's eloquence with America's current state.
@jogurt3726
Mar 4, 2025
Too bad Trudeau stepped down. North America needs him.
Too bad Trudeau stepped down. North America needs him.
Makes a claim about regional leadership and national positioning in North America, framing Trudeau as necessary for the continent.
@natea2006
Mar 4, 2025
To sneak into the world's greatest country on earth? Sybau man No body gives a fuck about ur shit hole Lil Nazi country!
To sneak into the world's greatest country on earth? Sybau man
No body gives a fuck about ur shit hole Lil Nazi country!
Asserts Canadian national superiority ('world's greatest country') while using sarcasm and derogatory language toward other nations.
SehajKhanna-z9c
Jan 27, 2026
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)