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
I'm Canadian, I confirm that we are sick of this. Watching our country become India. These people have no manners or sense of personal space.
I'm Canadian, I confirm that we are sick of this. Watching our country become India. These people have no manners or sense of personal space.
Claims Canadian identity while expressing demographic anxiety about cultural transformation and negative stereotypes about immigrant behavior.
ChamPayne7
Jan 27, 2026
I think the difference or reason people are upset with modern immigrants is they never even try to assimilate. They all bring their culture here and ignore the western ways.
I think the difference or reason people are upset with modern immigrants is they never even try to assimilate. They all bring their culture here and ignore the western ways.
Claims immigrants fail to assimilate and prioritize their culture over 'western ways,' framing cultural integration as an obligation.
charleskavoukjian3441
Jan 27, 2026
I’m Australia on a work visa in Canada and I’m shocked by how many Indians are here. I’m assimilating to the Canada culture and ways but a lot of them here I’ve noticed don’t and …
I’m Australia on a work visa in Canada and I’m shocked by how many Indians are here. I’m assimilating to the Canada culture and ways but a lot of them here I’ve noticed don’t and won’t.
Contrasts the commenter's assimilation with perceived non-assimilation of Indian immigrants, framing cultural integration as a marker of belonging.
maddison5134
Jan 27, 2026
Better to have Indians as Canadians than liberal whites
Better to have Indians as Canadians than liberal whites
Makes an us-vs-them comparison between ethnic/political groups ('Indians as Canadians' versus 'liberal whites'), asserting relative belonging.
Identity Assertion
0.85
Jasn_Chvz
Jan 27, 2026
Bro I am a true Canadian and the Indian people are everywhere
Bro I am a true Canadian and the Indian people are everywhere
Asserts Canadian identity while expressing demographic anxiety about Indian presence, framing it as an overwhelming presence.
Theyaretakingover
Jan 27, 2026
White people arent allowed to want anything nice. I love a few ethnicities in my neighborhood but don’t take over. I get uncomfortable.
White people arent allowed to want anything nice. I love a few ethnicities in my neighborhood but don’t take over. I get uncomfortable.
Asserts white identity and discomfort with ethnic diversity, framing it as a threat to neighborhood character and belonging.
coffeegitters
Jan 27, 2026
To be honest i wouldn't see it as too much of a big deal if they just assimilate into our society and culture, not bring their third world cultures and beliefs here as none of …
To be honest i wouldn't see it as too much of a big deal if they just assimilate into our society and culture, not bring their third world cultures and beliefs here as none of us asked for this.
Frames immigration as cultural threat, asserting native cultural superiority and demanding assimilation.
XRoyalStampedeX
Jan 27, 2026
Back in the 80’s and 90’s my cultural diversity was eating at a Chinese restaurant.
Back in the 80’s and 90’s my cultural diversity was eating at a Chinese restaurant.
Nostalgic assertion of a monoculturally-defined Canadian identity contrasted with present-day diversity, framing cultural change as a loss.
bearsmack6969
Jan 27, 2026
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
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)