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
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
Probably smells so bad there
Probably smells so bad there
Dehumanizing stereotype targeting ethnic/cultural group through sensory-based prejudicial characterization.
Identity Assertion
0.87
estebangarcia5265
Sep 20, 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
I’m Ukrainian and Canadian, and I’ve never been prouder ?? ??
I’m Ukrainian and Canadian, and I’ve never been prouder ?? ??
Asserts dual Ukrainian-Canadian identity and expresses pride in Canadian leadership and representation.
@OleksandrStepanenko
Mar 4, 2025
I’m wondering why are they forced to bring their habits and culture in a country who’s not yours and not sharing any culture in common. Just why?🤣
I’m wondering why are they forced to bring their habits and culture in a country who’s not yours and not sharing any culture in common. Just why?🤣
Questions immigrants' right to maintain their culture in Canada, asserting cultural boundaries and us-vs-them framing with rhetorical questioning.
aiezenberg
Jan 27, 2026
Bike guy just racist bro
Bike guy just racist bro
Makes a direct accusation of racism against an individual, framing them as representative of a broader us-vs-them dynamic.
Identity Assertion
0.87
clearlyaBr0kie
Jan 28, 2026
why are Europeans the only people not allowed to have their own countries?
why are Europeans the only people not allowed to have their own countries?
Frames European identity as under threat, uses rhetorical question to assert right to ethnic/national self-determination, employs us-vs-them logic.
Bigdumbbabybutt
Sep 19, 2025
9:06 when you're so cucked as a nation you pretend like you don't have a culture worth defending, preserving, or being proud of... Now u got these weird statues in parking lots lol
9:06 when you're so cucked as a nation you pretend like you don't have a culture worth defending, preserving, or being proud of... Now u got these weird statues in parking lots lol
Asserts that national cultural pride is being eroded and frames multiculturalism as cultural loss, using derogatory language.
alwaysrecycles365
Jan 27, 2026
As a Canadian thank you very much for posting this, they have destroyed my country
As a Canadian thank you very much for posting this, they have destroyed my country
Claims national identity as Canadian and asserts that immigrants have 'destroyed' the country, framing immigration as a threat to national character.
chadlegionary3748
Jan 27, 2026
its not JUST Canada its most of the West now..
its not JUST Canada its most of the West now..
Frames immigration as a widespread Western phenomenon using us-vs-them framing with implicit threat language.
Macca762
Jan 27, 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
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
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
This country has become a JOKE. Scared to be called racist, scared to be called transphobic, scared to be called Islamophobic, scared to be Canadian, if that even means anything anymore. We know it doesnt. …
This country has become a JOKE. Scared to be called racist, scared to be called transphobic, scared to be called Islamophobic, scared to be Canadian, if that even means anything anymore. We know it doesnt. Over a decade of liberal leadership has canada looking like a 3rd world country in decline. 🤢🤮 if they want it some much, let them have it. They will have to do it with out lands custodians that made it possible. Let them lay railways in their sandals in the snow for 100 years.
Expresses loss of national identity and belonging, framing immigration and liberal policies as threats to Canadian culture and values.
James-k6q3e
Feb 18, 2026
White people should go back to Europe from where they came...
White people should go back to Europe from where they came...
Reverses exclusionary logic by asserting white people should leave, using identity-based belonging claims.
amitabh_bacchan123
Jan 29, 2026
Canada needs a Christian, Western European only migration policy....otherwise Canada will no longer be the great nation it once was.
Canada needs a Christian, Western European only migration policy....otherwise Canada will no longer be the great nation it once was.
Advocates for ethnically and religiously restrictive immigration policy, asserting Western European Christian identity as essential to national greatness.
MsMikeytt
Sep 19, 2025
Indian love India but they do not want to live there and always try to go another country to turn that country into India 😂
Indian love India but they do not want to live there and always try to go another country to turn that country into India 😂
Stereotypes Indian immigrants as unwilling to integrate and attempting to replicate their home culture, expressing cultural threat.
BappyTheDrifter
Feb 4, 2026
Indians smell so bad its crazy
Indians smell so bad its crazy
Makes a dehumanizing ethnic stereotype about Indian people, combining identity-based prejudice with false generalization.
Venommgng
Jan 28, 2026
The statue, the signs, the chanting look and sound so foreign. Canada has become unrecognizable.
The statue, the signs, the chanting look and sound so foreign. Canada has become unrecognizable.
Expresses concern that Canada has become unrecognizable due to cultural/religious visibility, asserting national identity anxiety.
mzhenf
Jan 1, 2026
ur country u protect! step out and say No to some immigrants who is not assimilated. banned the Indian culture. it is unsuitable for this country. I'm not Canadian, so I can speak free, but …
ur country u protect!
step out and say No to some immigrants who is not assimilated.
banned the Indian culture. it is unsuitable for this country.
I'm not Canadian, so I can speak free, but u can't. why?
you are losing your culture.
Asserts cultural preservation concerns, frames immigration as a threat to national identity, and calls for exclusion of non-assimilated groups based on ethnic/cultural grounds.
catchan147
Aug 28, 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)