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
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
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
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
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
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
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
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
I’d take Indian over Somalis and Jews any day of the week.
I’d take Indian over Somalis and Jews any day of the week.
Ranks ethnic/national groups in preference hierarchy, expressing in-group favoritism and out-group prejudice.
Kamboj_4
Feb 26, 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
I have SERIOUS indian fatigue. Anyone else?
I have SERIOUS indian fatigue. Anyone else?
Expresses demographic anxiety and fatigue toward a specific ethnic group, framing immigration as an identity threat.
xtrickster6556
Feb 17, 2026
Brampton became the new Little India - it stinks when you pass by - sad what Liberals did to Canada 🇨🇦
Brampton became the new Little India - it stinks when you pass by - sad what Liberals did to Canada 🇨🇦
Uses sensory stereotyping and ethnic place-naming to assert cultural displacement and criticize Liberal policy.
GPrime-
Feb 16, 2026
We have a lot of people from India in our city and they are dirty, nasty, and corrupt! And don't get me started on the somalis who are 10 times worse!
We have a lot of people from India in our city and they are dirty, nasty, and corrupt! And don't get me started on the somalis who are 10 times worse!
Stereotyping and dehumanizing comments about Indian and Somali immigrants, asserting negative group identity claims without evidence.
mrajinj661
Jan 28, 2026
I love the rise of nationalism in this country, you can see it in the comments. Everyone hates these foreigners and wants them out. genuinely can't wait for when the deportations start to kick off. …
I love the rise of nationalism in this country, you can see it in the comments. Everyone hates these foreigners and wants them out. genuinely can't wait for when the deportations start to kick off. We're finally getting to the end of the tunnel it seems
Celebrates nationalist sentiment and expresses desire for deportations, framing immigrants as unwanted foreigners.
DavidJeffreson-xx7kr
Sep 20, 2025
As a true Canadian, I want nothing more than to see all of these foreigners expelled.
As a true Canadian, I want nothing more than to see all of these foreigners expelled.
Strong us-vs-them framing asserting Canadian identity while calling for expulsion of immigrants.
thesunman
Jan 27, 2026
Americans don't like you, we like Canada just you we don't like
Americans don't like you, we like Canada just you we don't like
Asserts American preference for Canada over Trump, drawing an us-vs-them distinction between the nation and its leader.
Identity Assertion
0.86
@jacobburnett8467
Mar 4, 2025
Would like to say that, by all means, anyone that doesnt like the US but lives here, go move to another country. I am proud of this country and I'm proud of our president Donald …
Would like to say that, by all means, anyone that doesnt like the US but lives here, go move to another country. I am proud of this country and I'm proud of our president Donald Trump. He's taking out all the greasenand removing all the Filth.
Asserts American national pride and support for Trump while using dehumanizing language ('grease,' 'filth'), framing immigration/policy through us-vs-them identity.
@AspiePilo82
Mar 4, 2025
Canada ❌ Indian 2.0 ☑
Canada ❌
Indian 2.0 ☑
Uses visual framing to assert demographic replacement anxiety; suggests Canada is being transformed into 'Indian 2.0' through immigration.
000r00t
Sep 20, 2025
I have never met a brave man from india all cowards
I have never met a brave man from india all cowards
Makes sweeping ethnic generalization claiming cowardice, asserting negative group identity.
JessieStephaneDubuc-y8i
Feb 12, 2026
Bro its ridiculous how many are hear now in canada. Live in in edmonton its absolutely flooded with indian people. Literally need to change our name to edmonstan
Bro its ridiculous how many are hear now in canada. Live in in edmonton its absolutely flooded with indian people. Literally need to change our name to edmonstan
Expresses alarm at demographic change and uses satirical renaming to assert national identity concerns and exclusionary sentiment.
brendonwatson8770
Feb 25, 2026
Indians are slick. They undermine the domestic businesses. They are overpopulated in India and are spilling into the west to do the same. They never assimilate and are racist. Wake up
Indians are slick. They undermine the domestic businesses. They are overpopulated in India and are spilling into the west to do the same. They never assimilate and are racist. Wake up
Makes dehumanizing ethnic stereotypes about Indians, claiming they undermine businesses, refuse assimilation, and are inherently racist.
chrischrisafis484
Feb 23, 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)