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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
Page 66 of 276
Can’t wait for all the white girls to turn brown later generation
Can’t wait for all the white girls to turn brown later generation
Expresses demographic anxiety about racial/ethnic change framed as an us-vs-them concern about future generations.
MelbourneConstructionBoi67 Jan 27, 2026
Thats trump not real americans
Thats trump not real americans
Distinguishes Trump from 'real Americans,' using identity framing to distance a political figure from national identity.
@barrymccreary9565 Mar 4, 2025
WE DON'T WANT THEM HERE
WE DON'T WANT THEM HERE
Blanket exclusionary statement using collective pronouns to assert in-group rejection of immigrants as outsiders.
krazy.35 Jan 27, 2026
I stand with Canada. I do NOT support the lunatics in the present administration of the USA.
I stand with Canada. I do NOT support the lunatics in the present administration of the USA.
Expresses national solidarity with Canada while rejecting the US administration, framing an us-vs-them distinction.
@peggya3210 Mar 4, 2025
Brampton otherwise known as Bramladesh
Brampton otherwise known as Bramladesh
Derogatory nickname combining city name with ethnic reference, using satire to express identity-based criticism.
brandon8900 Jan 23, 2026
We Canadians are resilient and will always stand tall??????
We Canadians are resilient and will always stand tall??????
Asserts Canadian national identity and resilience, expressing pride and determination as a collective group.
@maluwang8363 Mar 4, 2025
They dude on the bike is how ever Canadian feels just very mature and polite come to Alberta hahaha
They dude on the bike is how ever Canadian feels just very mature and polite come to Alberta hahaha
Characterizes a person as embodying Canadian identity traits (maturity, politeness) and invites others to Alberta, asserting cultural identity.
Time.Info.24 Jan 27, 2026
I stand with Trump ❤
I stand with Trump ❤
Simple declaration of political allegiance and support for Trump, asserting identity through partisan positioning.
@deborah-hq7xe Mar 4, 2025
Wow… as someone who lives in the GTA finally getting a true glimpse into this is insane. These people are truly a cancer to our country
Wow… as someone who lives in the GTA finally getting a true glimpse into this is insane. These people are truly a cancer to our country
Uses dehumanizing language ('cancer') to frame a specific immigrant group as fundamentally incompatible with national identity and belonging.
TerpyNugsCA Jan 27, 2026
I am Canadian Citizen, but 100% support Trump for what he is doing for his country. Every country should be independent whatever their core values. I hate making a group of countries to blackmail other …
I am Canadian Citizen, but 100% support Trump for what he is doing for his country. Every country should be independent whatever their core values. I hate making a group of countries to blackmail other countries like EU, BRICS, NATO are doing around the world. Of course, we can make group of countries to fight with poverty, climate, making people life better, but what NATO and EU are doing just pathetic.
Self-identified Canadian asserting support for Trump while critiquing international alliances, emphasizing national independence and identity positioning.
@velocity-t7v Mar 4, 2025
Stay strong Canada, I don’t want this government or these tariffs, I pray I’m with the majority, this is NOT my America.
Stay strong Canada, I don’t want this government or these tariffs, I pray I’m with the majority, this is NOT my America.
Commenter asserts Canadian identity ('this is NOT my America') and expresses solidarity with what they perceive as the majority against tariffs and government policy.
@tracyhickman1359 Mar 4, 2025
Wow this was one hell of a speach! Fière d'être Canadien
Wow this was one hell of a speach! Fière d'être Canadien
Expresses pride in Canadian identity and positive sentiment toward the speech, asserting national belonging.
@StudioPhoenixMedia Mar 4, 2025
Indians will do anything to exit India and go to Canada..
Indians will do anything to exit India and go to Canada..
Makes a generalization about Indian nationals' motivations to emigrate, framing them as desperate to leave their country.
harshrealities830 Jan 27, 2026
Indians ❌ only north indians ✅
Indians ❌ only north indians ✅
Makes ethnic/regional distinction within a nationality group, using checkmark/X to signal preference or exclusion based on identity.
@power......1861 Mar 4, 2025
I still love my country idgaf
I still love my country idgaf
Asserts patriotic attachment to country despite apparent criticism in surrounding discourse, claiming national identity and belonging.
P0OF05 Jan 27, 2026
Maybe, instead of English, our official language should be Russian - it seems that that's who are country is serving.
Maybe, instead of English, our official language should be Russian - it seems that that's who are country is serving.
Uses sarcastic identity framing ('our country is serving Russia') to critique perceived foreign policy alignment, asserting national identity concerns.
@kellyfernando8499 Mar 4, 2025
We don't trust you Trudeau
We don't trust you Trudeau
Expresses distrust of Trudeau as a leader, asserting collective rejection ('we') and questioning his legitimacy to represent Canada.
@BruceChuff Mar 4, 2025
For all the Indians reading comments here We are hated because of these: - Abandoning shopping carts in walmart/supermarket parking lot, or dragging the carts to the place where you live and throwing it by …
For all the Indians reading comments here We are hated because of these: - Abandoning shopping carts in walmart/supermarket parking lot, or dragging the carts to the place where you live and throwing it by the roadside - Zooming past two way/four way stop signal - Unnecessarily accelerating and revving cars while driving through a residential area. Trust me ITS NOT "COOL" - Playing Punjabi gangster rap music at full volume, or talking loudly on phone when using public transport - Talking loudly with friends in places where we are expected to talk softly: Hospitals, museums, art gallery government/visa office, Medical centers/clinic - Stretching yours legs over the opposite empty seat while travelling in bus or train. Crowding the Handicap ramp to access GO train because it makes it easier to board the train (WTF!). - Suddenly switching lanes and turning into streets without using the indicator. - Opening the car door in full swing and leaving a dent/scratch on the next car at parking lots. Not so much as a courtesy to leave a sorry note. - Stealthily walking the dog at night and not picking up after dog - Throwing the car's garbage towards the direction of the dustbin when driving past a bus stop in residential area. - No basic etiquette and manners of wishing, thanking or apologizing. Did you know you are supposed to greet/wish the bus driver when you board a bus? - Refusing to speak in English while in Indian populated city. - Brampton, even worse - trying to fake an accent when you suck at grammar - Partying loudly through the night with no regards to neighbors - Culture dumping - deliberately bursting crackers when the city has banned it, making agni kund in backyard without taking safety precautions, its a fire hazard for houses built of wood, loudly playing mantras/bhajans early morning when you are living in a Condo/apartment - Not caring to shovel snow off footpath - Not showering after you've cooked at home and smelling like curry in the office. Guys Please be better!
The comment frames Indian immigrants as a distinct group and catalogs behavioral criticisms to explain why they are 'hated,' establishing an us-vs-them identity boundary while making implicit moral claims about conduct.
messierthirtyone777 Jan 27, 2026
Every white idiot’s cry over the presence of other race…
Every white idiot’s cry over the presence of other race…
Uses racial framing ('white idiot') to characterize opposition to immigration, asserting identity-based divisions in the debate.
venkateshkondapalli1299 Feb 22, 2026
As an Indian, I feel so bad for Australia, Canada, New Zealand. The psychology of our people is : - lack of realisation of anyone's pain - zero tolerance to dissent - pretend to love …
As an Indian, I feel so bad for Australia, Canada, New Zealand. The psychology of our people is : - lack of realisation of anyone's pain - zero tolerance to dissent - pretend to love others as long as you not call them out and if you do, all these angelic demeanor falls off, they come for you, your family, everyone. - complete respect for the countries they inhabit seeking absolute dominance and control. - then turn the country into sh.... then make their kids move to other countries to encroach and change demographics. Japanese, if you're reading this, don't tell us that the liberal left-wing Indians didn't warn you!!
Commenter asserts cultural/ethnic identity-based generalizations about Indian people's psychology and behavior, framing them as a threat to Western nations' demographics and social cohesion.
abc_cba Jan 27, 2026
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Classifier Confidence

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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

Which YouTube channels attract each type of discourse
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) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)