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
Basically bringing the culture from where they come from. Hence the driving style etc
Basically bringing the culture from where they come from. Hence the driving style etc
Assertion that immigrants bring their culture and driving styles, implying cultural difference and othering.
Identity Assertion
0.80
ShadowRap-y5l
Jan 27, 2026
As an Indian why is Tyler always portraying our culture to be bad. Playing spot the white person is ridiculous! Portraying our country as bad.
As an Indian why is Tyler always portraying our culture to be bad. Playing spot the white person is ridiculous! Portraying our country as bad.
Indian commenter asserts cultural identity and objects to negative portrayal of their culture and country in the video.
robbo_funny
Jan 27, 2026
For everyone not in Canada, the guy on the bike is how 90 percent of Canadians feel. Some are to nice to say it and others speak freely like bike guy.
For everyone not in Canada, the guy on the bike is how 90 percent of Canadians feel. Some are to nice to say it and others speak freely like bike guy.
Claims to represent majority Canadian sentiment and frames opposition to immigration as widespread national identity position.
CanadianFreedoms
Jan 27, 2026
If you don’t like it here , please go home. India called they want u to come home
If you don’t like it here , please go home. India called they want u to come home
Frames immigrants as unwanted outsiders and urges them to return to their homeland based on national belonging.
BigDonk420
Jan 27, 2026
It's not Canada anymore 🤦
It's not Canada anymore 🤦
Claims Canada's national identity has been lost due to immigration, asserting cultural displacement anxiety.
EDGARDODIAZ-c2n
Jan 27, 2026
all africans not as terrible as the imbecile on the bike
all africans not as terrible as the imbecile on the bike
Defensive statement asserting that not all members of a group are negative, using us-vs-them framing.
Identity Assertion
0.80
jaymoore-q4y
Jan 27, 2026
The fear of white genetic survival makes me chuckle.
The fear of white genetic survival makes me chuckle.
Makes a dismissive comment about white demographic concerns, asserting identity-based anxieties as laughable.
citizendaine218
Jan 27, 2026
Living in canada my experience is that Indian women are a lot nicer than Indian men. Women are more respectful and polite and the men are just MEAN and dont get me started about the …
Living in canada my experience is that Indian women are a lot nicer than Indian men. Women are more respectful and polite and the men are just MEAN and dont get me started about the driving
Personal experience used to make generalizations about gender and ethnic stereotypes regarding Indian immigrants' behavior and driving.
Grawrness
Jan 27, 2026
Ahhh my hometown… BROWNTOWN
Ahhh my hometown… BROWNTOWN
References hometown demographic change with a derogatory nickname, combining identity commentary with implicit criticism of immigration.
alexdionne5902
Jan 27, 2026
Soon canadians also will have 💩 for breakfast
Soon canadians also will have 💩 for breakfast
Uses crude humor and fecal emoji to mock immigrant food culture, combining satire with ethnic stereotyping and identity-based criticism.
Mmadingo
Jan 27, 2026
Cucknada with cucknadians
Cucknada with cucknadians
The comment uses derogatory language to assert a negative national identity and express contempt for Canadians, framing an us-vs-them dynamic.
fuknigas-d9p
Jan 27, 2026
Ah, good ol’ Brampistan. Canada’s Minneapolis, sick and tired of it
Ah, good ol’ Brampistan. Canada’s Minneapolis, sick and tired of it
Uses derogatory place-naming and expresses frustration with a specific community, asserting cultural/national identity boundaries.
liv4hillside
Jan 27, 2026
Anyone who doesn't add to a country and culture doesn't belong here.
Anyone who doesn't add to a country and culture doesn't belong here.
Makes a gatekeeping claim about who 'belongs' in Canada based on cultural contribution, framing belonging as conditional and identity-based.
stripmin41
Jan 27, 2026
WE ARE DONE BEING NICE. WE DONT MIND THEM COMING HERE FOR BETTER LIFE. BUT WE DONT LIKE BEING TAKING ADVANTAGE OF. THINGS ARE CHANGING THIS YEAR
WE ARE DONE BEING NICE. WE DONT MIND THEM COMING HERE FOR BETTER LIFE. BUT WE DONT LIKE BEING TAKING ADVANTAGE OF. THINGS ARE CHANGING THIS YEAR
Uses all-caps to assert a collective Canadian identity ('WE'), expresses grievance about being 'taken advantage of,' and signals demographic/cultural anxiety about change.
Newfoundmindset2.0
Jan 27, 2026
I hate the American invasion even more. Go back to your country.
I hate the American invasion even more. Go back to your country.
Expresses nationalist sentiment by rejecting Americans as invaders, asserting Canadian identity boundaries.
rvnhty
Jan 27, 2026
the old indian man is the only one who should stay
the old indian man is the only one who should stay
Selective exclusionary statement suggesting only one individual immigrant should be permitted to stay, based on implicit identity criteria.
marcos-x9n4m
Jan 27, 2026
Punjabi = poopjeet
Punjabi = poopjeet
Uses derogatory wordplay targeting Punjabi identity, combining mockery with ethnic stereotyping.
b_legit7142
Jan 27, 2026
As a Canadian born citizen and somebody who lives only about 30 minutes from Brampton I can truly say that no Canadian is racist we're not anti-immigration anti-immigration that's not what this is the issue …
As a Canadian born citizen and somebody who lives only about 30 minutes from Brampton I can truly say that no Canadian is racist we're not anti-immigration anti-immigration that's not what this is the issue that Canadians currently have is that the people who come here from other countries don't adapt to our way of life and learn our culture and our values and that doesn't mean that you have to stop practicing your values or your religion all Canadians are asking for is respect for how we live in this country end the other biggest thing to that is to me extremely disrespectful if you've been here for more than three years you should be able to speak English like a Canadian and everything should be able to understand you and if you can't do that then that is just flat out disrespectful and rude because if I came to your country and after 3 years I still didn't speak your language or spoke it very poorly you would think the same thing you'd find it extremely rude so do any immigrants reading this understand we have no issue with you guys being here just adopt to our way of life our way of life and learn how to speak English
Commenter establishes Canadian identity and frames integration demands as cultural respect rather than racism, using us-vs-them framing around adaptation.
kaileypersons6684
Jan 27, 2026
They call themselves PUNJABI and not Indians, then why are you dragging Indians in this. Canadian government allowed them, so PUNJABI SIKHS are your issue and not India's, they're a very small minority in india …
They call themselves PUNJABI and not Indians, then why are you dragging Indians in this.
Canadian government allowed them, so PUNJABI SIKHS are your issue and not India's, they're a very small minority in india and they don't even represent Indians.
Asserts ethnic/national distinctions (Punjabi Sikhs vs. Indians) and deflects responsibility by claiming they don't represent India, using identity categories to reframe the issue.
Maharashtrik
Jan 27, 2026
Sikhs are really awesome people. They all carry a blade
Sikhs are really awesome people. They all carry a blade
Makes a stereotypical generalization about Sikhs based on religious/cultural identity markers, asserting essentialist group characteristics.
Identity Assertion
0.80
ReinhardRabinowitz
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)