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
What i learned from tylers vid is we should leave the indians here and go back to europe
What i learned from tylers vid is we should leave the indians here and go back to europe
Expresses ethnic displacement anxiety with call for native-born citizens to leave Canada in favor of European identity.
buggabone
Jan 27, 2026
just off thier silly Hindu wrapped, that is not beloing Canada's culture, F it off or go back where they from unless off thier fool religious wrapped their head for ? for ? what F …
just off thier silly Hindu wrapped, that is not beloing Canada's culture, F it off or go back where they from unless off thier fool religious wrapped their head for ? for ? what F O R ? its stink
Attacks Hindu religious practices as incompatible with Canadian culture and tells immigrants to leave, asserting cultural boundaries.
kjo68
Oct 1, 2025
25 years ago we immigrated to Canada. And I want to continue living in Canada, not in India or Palestine that iCanada is turning into due to domination of culture of new uncontrolled flow of …
25 years ago we immigrated to Canada. And I want to continue living in Canada, not in India or Palestine that iCanada is turning into due to domination of culture of new uncontrolled flow of migrants.
Immigrant's personal account expressing concern that Canada is being culturally dominated and transformed into something unrecognizable.
millag2183
Aug 25, 2025
There's a reason India is a shithole and it's because it's where most of the Indians are.
There's a reason India is a shithole and it's because it's where most of the Indians are.
Dehumanizing generalization blaming Indians for India's problems, combining ethnic stereotyping with false causality.
Liam25025
Jan 27, 2026
I wish people can be allowed to be racist against indians and make them all return to their country. Theyre just everywhere.
I wish people can be allowed to be racist against indians and make them all return to their country. Theyre just everywhere.
Explicitly advocates for discrimination and expulsion of a specific ethnic group, framing them as an invasive presence.
deishin4612
Oct 17, 2025
I live in Brampton, it's the Indians that drive like crap, they are always on their phones and they do not obey the street laws at all, they break red lights, stop signs they speed …
I live in Brampton, it's the Indians that drive like crap, they are always on their phones and they do not obey the street laws at all, they break red lights, stop signs they speed in the snow, they park wherever they stop wherever they do not care.
Makes ethnic stereotyping claims about a specific immigrant group's behavior, framing them as outsiders with negative characteristics.
fadalegend
Feb 24, 2026
Diversity is our stench
Diversity is our stench
Reframes diversity as negative through metaphor ('stench'), asserting a nativist identity position.
sessayu2502
Oct 9, 2025
About time! Indians are indeed in all the jobs! My son born here went to a job interview and was disgusted with the entire room filled with Indians unable to speak proper English!!!!! If Carney …
About time! Indians are indeed in all the jobs! My son born here went to a job interview and was disgusted with the entire room filled with Indians unable to speak proper English!!!!! If Carney does not stop them Trump or no trump, i will not vote for him again. As it is the jury is still out on him!!!!!?!! I hate Trudeau and the mess he's made of Canada!!!!!
Comment expresses ethnic stereotyping, demographic anxiety about Indian workers, and makes unsubstantiated claims about job market displacement.
bibipersaud9018
May 31, 2025
It's not Canada anymore. It's Khalistan now
It's not Canada anymore. It's Khalistan now
Asserts that Canada's national identity has been replaced by another group, using inflammatory us-vs-them framing.
TevezTev
Jan 27, 2026
I'm tired of being a foreigner in my own home country.
I'm tired of being a foreigner in my own home country.
Expresses alienation and othering within one's own country, asserting national identity while expressing displacement anxiety.
je10022
Aug 25, 2025
Indian immigration should be banned entirely - Hindu culture is not compatible with Western civilization. They don't belong here. Go some balls enough of being tolerant.
Indian immigration should be banned entirely - Hindu culture is not compatible with Western civilization. They don't belong here. Go some balls enough of being tolerant.
Explicit us-vs-them framing claiming cultural incompatibility and asserting that a group 'doesn't belong,' combined with calls for exclusion based on religious/cultural identity.
WarriorNoldor
Jan 28, 2026
Because they let in too many Indians and Punjabis that show no effort at assimilation and are trying to turn Canada into India! We import our crime from India !
Because they let in too many Indians and Punjabis that show no effort at assimilation and are trying to turn Canada into India! We import our crime from India !
Claims specific ethnic groups refuse assimilation and are 'turning Canada into India' while importing crime, combining identity assertion with unsubstantiated claims.
Libtard1
Jun 17, 2025
Why did authorities trust these people in the first place ? What is the need for so many many turbans walking down the street in Canada
Why did authorities trust these people in the first place ? What is the need for so many many turbans walking down the street in Canada
Questions the trustworthiness of immigrants based on religious/cultural markers (turbans), framing visible difference as a threat.
ricardonarvaez1628
Oct 1, 2025
As an American, I stand with America, not globalist frauds like Justin.
As an American, I stand with America, not globalist frauds like Justin.
Asserts American national identity and loyalty while rejecting Trudeau as a 'globalist fraud.'
Identity Assertion
0.87
@t-eazy3372
Mar 4, 2025
These entitled son of $”& ruined Canada.
These entitled son of $”& ruined Canada.
Uses dehumanizing language ('entitled') to characterize immigrants as destructive outsiders who have harmed the nation.
johnwicked4982
Aug 26, 2025
Its the Canadian politicians that is dividing Canada ... the people here are united .
Its the Canadian politicians that is dividing Canada ... the people here are united .
Asserts unified Canadian identity against politicians, framing the people as united while blaming political leadership for division.
Identity Assertion
0.87
speedymikey20
Feb 11, 2026
Canada is being destroyed by this invasion from India. They are destroying our Canadian culture and replacing it with theirs. Saw videos where they are encouraged to go to food banks and get free food. …
Canada is being destroyed by this invasion from India. They are destroying our Canadian culture and replacing it with theirs. Saw videos where they are encouraged to go to food banks and get free food. They’ve done nothing but ruin Canada as they never wanted to become Canadians or accept our culture and beliefs. Every Tim Horton is run by people from India. White Canadians lost their jobs and need not reapply.
Frames immigration as cultural invasion and replacement, asserts Canadian identity under threat, includes unverified claims about employment discrimination and food bank usage.
rewind1960
Dec 26, 2025
Save Canada!!!!!!!!!!!!! I love Canada and its people.
Save Canada!!!!!!!!!!!!! I love Canada and its people.
Patriotic assertion of national identity and belonging, framed as a call to preserve Canada.
miranduhhh52
Jan 27, 2026
As a Canadian and an Ontarian, this is getting out of hand. It’s turning into India v2
As a Canadian and an Ontarian, this is getting out of hand. It’s turning into India v2
Personal identity claim as Canadian/Ontarian followed by comparative framing suggesting demographic transformation into another nation, expressing cultural anxiety.
jadopotatoo
Jan 27, 2026
We aren't turning against immigrants...we are turning against a group of poorly behaved entitled ppl. Its bc every time we speak up. They call us racist and Islamophobic. I for one am done. Those words …
We aren't turning against immigrants...we are turning against a group of poorly behaved entitled ppl.
Its bc every time we speak up. They call us racist and Islamophobic. I for one am done. Those words have been used so much that they no longer hold the power They used to. Let them call us what they want. It is time for us to take our country back and make it clear that this crappy behavior will NEVER BE OK. 🤬
Commenter asserts Canadian national identity and frames criticism of immigrant behavior as justified pushback against accusations of racism, using 'take our country back' framing.
jewels964
Aug 25, 2025
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)