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
They don't want to live in India but turn Canada into India.....
They don't want to live in India but turn Canada into India.....
Expresses concern that immigrants are not assimilating and are changing Canadian culture, framing this as a cultural threat.
mainaccount6320
Jan 27, 2026
Woke women everywhere. No wonder Canada is falling apart
Woke women everywhere. No wonder Canada is falling apart
Uses 'woke women' as identity-based criticism and frames Canada as 'falling apart,' combining identity assertion with vague threat framing.
Mrt7719
Sep 29, 2025
thats punjabi/gujrati metropolis
thats punjabi/gujrati metropolis
Identifies a city by specific ethnic/cultural groups, asserting demographic change and altered identity of the place.
Identity Assertion
0.85
mridulbisht9865
Jan 2, 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
Get the Gurpreets out
Get the Gurpreets out
Ethnic name-based call for removal, asserting in-group/out-group boundaries with dehumanizing intent.
andreweastman6881
Sep 29, 2025
If anyone wants to be surrounded by Indians, let her go to India. Don't bring Indians into your country!
If anyone wants to be surrounded by Indians, let her go to India. Don't bring Indians into your country!
Makes an exclusionary us-vs-them statement asserting national identity and opposing immigration based on ethnic/national origin.
HatsueFuruhashi
Jan 27, 2026
Time to trap and remove the scurrying 🪳 Roaches
Time to trap and remove the scurrying 🪳 Roaches
Dehumanizing language using insect metaphor to describe immigrants, expressing threat and removal sentiment.
BCOnTheFly
Sep 29, 2025
We don't call it Tim Hortons anymore. It's called (Singh Hortons) even the quality of the food and establishments have declined. I get my coffee from Starbucks and McDonald's now.
We don't call it Tim Hortons anymore. It's called (Singh Hortons) even the quality of the food and establishments have declined. I get my coffee from Starbucks and McDonald's now.
Uses ethnic naming to frame demographic change as cultural displacement, with implicit concern about national identity and quality of life decline.
mr.2timez555
Jan 27, 2026
People with white skin belong to Europe. They have no connection to this continent. Do to them what they did to the indigenous people of this continent. Send them back to their place of origin; …
People with white skin belong to Europe.
They have no connection to this continent.
Do to them what they did to the indigenous people of this continent.
Send them back to their place of origin; if they refuse, throw them into the nearest ocean.
Makes exclusionary identity claims denying white people belonging to Canada, with violent rhetoric framed as historical justice.
atheist-baba-ka
Jan 27, 2026
Indians are shady
Indians are shady
Makes a derogatory ethnic generalization about Indians, asserting negative stereotypes as identity-based criticism.
Identity Assertion
0.85
mikecole17
Sep 30, 2025
Please send the Indian back! Indian is everywhere, even in Singapore right now! There is a saying, if you were to die now, you have 60% of being reborn as a Indian. There are here …
Please send the Indian back!
Indian is everywhere, even in Singapore right now!
There is a saying, if you were to die now, you have 60% of being reborn as a Indian.
There are here to conquer, not to assimilate.
Combines expulsion demand with demographic anxiety, conspiracy framing ('here to conquer'), and comparative ranking; primarily asserts cultural threat.
tadaa984
Jan 27, 2026
To hell with Canada
To hell with Canada
Brief dismissive statement expressing rejection of Canada, framing national boundaries and belonging.
Identity Assertion
0.85
@JimJenkins-r4e
Mar 4, 2025
I grew up in Surrey in the 90’s and I understand the history between Sikh’s and Muslims. I’ll take these guys all day over the muzzies.
I grew up in Surrey in the 90’s and I understand the history between Sikh’s and Muslims. I’ll take these guys all day over the muzzies.
Uses personal history to justify preference for one immigrant group over another, asserting ethnic/religious hierarchy.
opinionshurt2905
Jan 27, 2026
In the USA, a video like this would change policy. In Canada, people are going to say Tyler is a racist bigot. That Canada needs immigrants and love diversity. Canada is too far gone. 51st …
In the USA, a video like this would change policy.
In Canada, people are going to say Tyler is a racist bigot. That Canada needs immigrants and love diversity.
Canada is too far gone.
51st solution NOW
Frames Canada as 'too far gone' due to pro-immigration stance, contrasts with USA, and calls for separation ('51st solution'), asserting national identity and us-vs-them positioning.
rafammbass
Jan 27, 2026
Brampton is one of Canadas shit hole cities
Brampton is one of Canadas shit hole cities
Derogatory characterization of a Canadian city with implicit demographic anxiety about immigrant populations.
DStrobs
Sep 30, 2025
The bad part is, the Ukraine, Mexico, and Canada think that WE ALL side with the behaviors of a president of the USA and treat us ALL like we are in support\n\n\n\nONLY MAGA white supremacists …
The bad part is, the Ukraine, Mexico, and Canada think that WE ALL side with the behaviors of a president of the USA and treat us ALL like we are in support\n\n\n\nONLY MAGA white supremacists are raising pitchforks and making lunch mobs against any non white, or non American
Commenter asserts that not all Americans support xenophobic behavior and distinguishes between MAGA supporters and other Americans, using us-vs-them framing around political identity.
@todosmiros8119
Mar 4, 2025
In Winnipeg it is also zero white people working in our Tim Hourtins. Its only racism if its a white person having this hiring practice.
In Winnipeg it is also zero white people working in our Tim Hourtins. Its only racism if its a white person having this hiring practice.
Asserts racial double-standard in hiring practices, framing it as an us-vs-them issue of differential treatment based on race.
Travis-i1r9n
Feb 15, 2026
Good work Indian students! You’ve successfully and effortlessly ruined the good standing of Indians who came to these western countries peacefully. The trust has been broken and going to be an uphill battle. 😢
Good work Indian students! You’ve successfully and effortlessly ruined the good standing of Indians who came to these western countries peacefully. The trust has been broken and going to be an uphill battle. 😢
Uses in-group/out-group framing ('Indians who came peacefully' vs. current students) and asserts damage to collective reputation and trust.
compoundingpaper-ron5794
Sep 30, 2025
Cant trust them jeet jeets
Cant trust them jeet jeets
Uses ethnic slur and distrust framing to assert negative identity claims about a specific group.
Identity Assertion
0.85
FawkQrightfast
Sep 30, 2025
Watching this from Toronto Aka little India
Watching this from Toronto Aka little India
Comment asserts ethnic/cultural identity by referencing Toronto's Indian demographic composition with a colloquial descriptor.
Putthefriesinthebag11
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)