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
Incredibly sad to see. They aren’t Canadians & never will be. Simple as that.
Incredibly sad to see. They aren’t Canadians & never will be. Simple as that.
Asserts exclusionary national identity claim that immigrants cannot become Canadian, framed as absolute truth.
cameronszn9
Jan 27, 2026
the west stole over trillions from India, theyre in the west to collect the money back. Indians are the highest earners in the west. Dont be mad that Indians are better than you😂!
the west stole over trillions from India, theyre in the west to collect the money back. Indians are the highest earners in the west. Dont be mad that Indians are better than you😂!
Asserts Indian superiority and belonging in the West while framing economic success as identity-based competition, with sarcastic tone.
a.h.i267
Jan 27, 2026
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
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
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
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
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
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
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
It wouldn't be so bad if they were good hearted people like most other immigrant groups. Turns out they are just looking for ways to undermine you somehow, like you are in a corporate office, …
It wouldn't be so bad if they were good hearted people like most other immigrant groups. Turns out they are just looking for ways to undermine you somehow, like you are in a corporate office, but it's the whole country instead of an office.
Frames immigrants as fundamentally different and threatening to national cohesion, using us-vs-them language about undermining the country.
wishwewere1256
Jan 27, 2026
0 white people in almost every tim hortons, our government has made me hate my own country. Foreigners are above Canadians in the governments eyes. But I guarantee you I'd be called racist for even …
0 white people in almost every tim hortons, our government has made me hate my own country. Foreigners are above Canadians in the governments eyes. But I guarantee you I'd be called racist for even saying this. It's so sad, I'm okay with equality but it's quite obvious that we are being neglected. The amount of people that joke saying it's the new India is unbelievable, I'm ashamed of our country
Uses demographic observation to assert white Canadian marginalization and claims reverse discrimination, with identity-based grievance framing.
Basically.Bricks
Jan 27, 2026
In all fairness they are much more better than living next to the Muslims.
In all fairness they are much more better than living next to the Muslims.
Comparative ethnic/religious framing that positions one group as preferable to another, with implicit threat characterization.
maxmaxx888
Jan 27, 2026
I'd honestly prefer Indians over Middle Easterners. Hindus and Sikhs aren't proselytizers and generally have a much more mellow religious vibe, unlike Muslims. Plus, Indian food is the shit, I dig curry and samosas. The …
I'd honestly prefer Indians over Middle Easterners. Hindus and Sikhs aren't proselytizers and generally have a much more mellow religious vibe, unlike Muslims. Plus, Indian food is the shit, I dig curry and samosas. The thing you really have to be careful of, as is the situation with any instance of mass migration, is to be aware if newcomers are taking advantage of Western social assistance programs, like the Somalis have done with the welfare system. They need to understand that to be welcomed as new Americans, they have to work. Indians have proven to be industrious through hotels and convenience shops. I'd prefer them to Middle Easterners or certain cultures of Africans.
That all being said, they should also come to understand that, having moved to a modern country, there's very little point in having massive families with ten kids. No need to endlessly spawn more people to help with chores like water fetching when you have indoor plumbing. It's an unfortunate trend a lot of migrants have trouble getting over, the endless breeding that makes locals anxious that they'll become a minority in their own country in just a few generations.
Ranks immigrant groups by cultural/religious compatibility, expresses demographic replacement anxiety, and frames immigration through ethnic preference hierarchies.
seandoyle4125
Jan 27, 2026
as an indian, i feel ashamed to be linked to these kind of ppl. absolutely no respect for the people that lived there before
as an indian, i feel ashamed to be linked to these kind of ppl. absolutely no respect for the people that lived there before
Self-identified Indian commenter distances themselves from other Indian immigrants, asserting respect for indigenous Canadians and disassociating from negative stereotypes.
pixelbean
Jan 27, 2026
You should have gone to a Tim Hortons in a small rural town to count the Indians working there. You’d find the same results as Brampton
You should have gone to a Tim Hortons in a small rural town to count the Indians working there. You’d find the same results as Brampton
Uses demographic observation to assert ethnic/cultural presence patterns, implying outsider status through sarcastic framing of Indian workers in Canadian towns.
Abc123tr
Jan 27, 2026
As a Canadian, I feel like I am living in a third world country now
As a Canadian, I feel like I am living in a third world country now
First-person claim of national identity combined with assertion that Canada has declined to third-world status due to immigration.
JohnnyLawrence293
Jan 27, 2026
Imo this isn't colonization or an invasion, no one's getting r*ped killed or forcefully moved from their homes. They are weak and choose to move away from the Indians. Also many Indians will adapt a …
Imo this isn't colonization or an invasion, no one's getting r*ped killed or forcefully moved from their homes. They are weak and choose to move away from the Indians. Also many Indians will adapt a more western lifestyle overtime due to assimilation so cleanliness won't be a big concern overtime. In history migrations like this happen and have happened so many times and sometimes the demographic of a country is permanently changed, it always happens. Stop complaining about it, nothing lasts forever.
Frames immigration as demographic change and assimilation, with identity-based framing about cultural displacement and normalization of demographic shifts.
Negative-b1i1b
Jan 27, 2026
Go back to your native land
Go back to your native land
Exclusionary statement asserting that immigrants don't belong in Canada and should return to their origin countries.
LynnKruszewski
Jan 27, 2026
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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)