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
Wow this was one hell of a speach! Fière d'être Canadien
Wow this was one hell of a speach! Fière d'être Canadien
Expresses pride in Canadian identity and positive sentiment toward the speech, asserting national belonging.
@StudioPhoenixMedia
Mar 4, 2025
Went from smelling of sweet maple syrup to BO and curry.
Went from smelling of sweet maple syrup to BO and curry.
Uses ethnic/cultural stereotyping to frame demographic change as loss of Canadian identity, with sarcastic tone.
goneeeeeeem
Jun 21, 2025
The whites people of Canada have decided; 1. Not to bear enough children to expand whites population 2. Embrace LGBTQ ideas which among others things results to depopulation. 3. Due to above two reasons, Canada …
The whites people of Canada have decided;
1. Not to bear enough children to expand whites population
2. Embrace LGBTQ ideas which among others things results to depopulation.
3. Due to above two reasons, Canada has to promote immigration in order to avoid depopulation which may harm the economy.
4. Since immigration is promoted, it has opened door for Indians, arabs, chinese.
5. Canada is changing because whites did forgot that they are required to bear enough children to preserve their identify and race.
6. Whites can change this trend if they decide. How? Every whiteman should mary and have enough kids (two kids and above).
Frames immigration through racial replacement anxiety, asserting claims about white identity preservation and demographic responsibility.
goodlucka478
Oct 6, 2025
In general I have no beef with Indians, but their accent is annoying af, and their expectation of making you work 16 hours a day because they used to work in a sweatshop has no …
In general I have no beef with Indians, but their accent is annoying af, and their expectation of making you work 16 hours a day because they used to work in a sweatshop has no place here.
Comment makes generalizations about Indian immigrants' work culture and accents while framing them as incompatible with Canadian norms, combining ethnic stereotyping with implicit threat concerns.
iamthelaw69
Jan 28, 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
Indians are the most racist People on earth, they discriminate against their own Indians based on caste.
Indians are the most racist People on earth, they discriminate against their own Indians based on caste.
Makes sweeping ethnic stereotype about Indians as 'most racist,' presented as factual claim but functioning as identity-based generalization.
MullBatoora-kf6cj
Aug 25, 2025
Don't you love how a bunch of white Euro trash complains about other immigrating. That white garbage needs to go back to Europe where they belong!
Don't you love how a bunch of white Euro trash complains about other immigrating. That white garbage needs to go back to Europe where they belong!
Uses dehumanizing language and reverse ethnic framing to assert belonging/exclusion based on racial identity.
BeyondAncientsX
Feb 26, 2026
Canadian here born and raised in Ontario... Canada is not Canada anymore its a shithole, they shit on the beaches throw bags of trash wherever they want. they cant drive they definitely cannot drive transport …
Canadian here born and raised in Ontario... Canada is not Canada anymore its a shithole, they shit on the beaches throw bags of trash wherever they want. they cant drive they definitely cannot drive transport trucks and they cant do the easiest jobs like take an order from fast food. Miserable quality of life and I'm not even in Brampton i feel bad for the people there.
Asserts Canadian identity while using sweeping negative stereotypes about an out-group to claim national decline.
HartLasracing
Jan 28, 2026
Dude just say it’s INDIA ….
Dude just say it’s INDIA ….
Commenter is making an implicit us-vs-them assertion by singling out India as the source of immigration, using identity-based framing.
Identity Assertion
0.85
sofieb1575
Oct 2, 2025
As a native Canadian, I feel like we have been taken over by the Indians.
As a native Canadian, I feel like we have been taken over by the Indians.
Asserts native Canadian identity while expressing demographic displacement anxiety, framing immigration as a takeover by a specific ethnic group.
camdenperry6312
Jan 27, 2026
As an American I couldn’t be more proud of Canada. ??
As an American I couldn’t be more proud of Canada. ??
American commenter expresses pride in Canada, asserting Canadian identity as superior to their own.
@EmilyBoltz
Mar 4, 2025
Québecoise⚜️ ici et pour vrai ca commence a être dérangeant... j'en aurais long a dire, mais je vais en rester la. Les vrai savent de quoi il s'agit...
Québecoise⚜️ ici et pour vrai ca commence a être dérangeant... j'en aurais long a dire, mais je vais en rester la. Les vrai savent de quoi il s'agit...
Québécois identity assertion expressing concern about immigration becoming bothersome, with coded language suggesting in-group knowledge of unstated grievances.
Marie-lineBeauvais
Jan 28, 2026
We like immigrants.....just not arrogant, inconsiderate punjabis
We like immigrants.....just not arrogant, inconsiderate punjabis
Expresses conditional acceptance of immigrants while targeting specific ethnic group (Punjabis) with negative stereotypes.
Identity Assertion
0.85
kylejones640
Aug 25, 2025
I'm so embarrassed to be American. I'm angry at the millions who were dumb enough to vote even one time for a FOOLISH con man who's compromised by Russia and can't even read. I'm extremely …
I'm so embarrassed to be American. I'm angry at the millions who were dumb enough to vote even one time for a FOOLISH con man who's compromised by Russia and can't even read. I'm extremely proud of Canada and Trudeau. I hope somehow the president of the US and his echo chamber are removed from office. We'll never make it 4 years.
Commenter expresses shame about American identity while asserting pride in Canadian identity, with comparative framing between nations.
@pzh3334
Mar 4, 2025
Brotherrrrrr, Vancouver just the new little Delhi getting fuckin out of hand
Brotherrrrrr, Vancouver just the new little Delhi getting fuckin out of hand
Expresses concern about demographic change in Vancouver through ethnic stereotyping and us-vs-them framing ('new little Delhi').
cozy_2X
Jan 28, 2026
It’s not Americans doing this it’s Trumplicans that make up a small portion of us.
It’s not Americans doing this it’s Trumplicans that make up a small portion of us.
Distinguishes between Americans and 'Trumplicans,' asserting a boundary between groups and claiming one subset is responsible for problematic behavior.
Identity Assertion
0.85
@scottberge6286
Mar 4, 2025
I say deport anyone who came here from the 70s and there families only W canadiens stay — including the person who made this video. I don’t care if they have children here; they should …
I say deport anyone who came here from the 70s and there families only W canadiens stay — including the person who made this video. I don’t care if they have children here; they should face the legal and removal from the country . that will definably free up housing and jobs just like trump is doing
Demands deportation based on ethnic/national origin ('only W canadiens stay'), framed as identity-based exclusion with economic justifications.
giancarlo2349
Aug 25, 2025
Brampton become New Delhi
Brampton become New Delhi
Uses ethnic/cultural comparison to suggest demographic replacement, implying loss of Canadian identity.
hardikpatelqa
Feb 26, 2026
i want these people out of my country
i want these people out of my country
Direct us-vs-them framing asserting national belonging and exclusionary sentiment toward immigrants.
grimmkind
Jan 28, 2026
I remember when I was in high school living in Toronto a bunch of Indians tried bullying us white kids lmao called themselves browntown
I remember when I was in high school living in Toronto a bunch of Indians tried bullying us white kids lmao called themselves browntown
Recounts a personal experience framed around ethnic/racial group conflict and identity boundaries.
fuckimbored5421
Jan 28, 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)