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
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.
Identity Assertion
0.85
@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.
Identity Assertion
0.85
@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.
Identity Assertion
0.85
@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.
Identity Assertion
0.85
@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.
Identity Assertion
0.85
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.
Identity Assertion
0.85
@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.
Identity Assertion
0.85
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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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)