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
I stand with the USA, traitors who live here should move to canada
I stand with the USA, traitors who live here should move to canada
Asserts US allegiance and frames Canadian supporters as 'traitors,' using divisive us-vs-them identity framing.
@gwilli5413
Mar 4, 2025
In India we have a caste trash pickup community they pickup trash remaining people spread trash everywhere.
In India we have a caste trash pickup community they pickup trash remaining people spread trash everywhere.
Compares Indian social practices unfavorably, using caste system references to stereotype Indian behavior and cleanliness.
KingdomofGodDC
Mar 1, 2026
We dont care , canadians dont support this clown
We dont care , canadians dont support this clown
Asserts Canadian national identity and collective rejection of Trump, using us-vs-them framing.
Identity Assertion
0.80
@DianeRouleau
Mar 4, 2025
This is not Canada I know.
This is not
Canada I know.
Expresses that Canada has changed fundamentally, implying loss of national identity and cultural displacement.
Ibrahim-Louay
Jan 27, 2026
As a Canadian it's hard to decide who do I despise more: Trump or Trudeau!
As a Canadian it's hard to decide who do I despise more: Trump or Trudeau!
Asserts Canadian identity while expressing disdain for both political figures, creating an us-versus-them framing.
@seabiscuit726142
Mar 4, 2025
I didn't vote for this man. Please stop lumping every American into this.\nHe enacted tariffs, he is comforting Putin, he is destroying my country.
I didn't vote for this man. Please stop lumping every American into this.\nHe enacted tariffs, he is comforting Putin, he is destroying my country.
Commenter asserts individual identity distinct from Trump supporters and criticizes Trump's actions, rejecting collective blame.
@mmruma
Mar 4, 2025
Forget them the usa they can't be trusted as an ally
Forget them the usa they can't be trusted as an ally
Asserts that the US cannot be trusted as an ally, framing a geopolitical identity position for Canada.
@chriskumar4201
Mar 4, 2025
Every American that I've met , have been proud , polite and friendly. So who are the Americans that Donald Trump represents. Decency and common sense can't be bought.??
Every American that I've met , have been proud , polite and friendly. So who are the Americans that Donald Trump represents. Decency and common sense can't be bought.??
Contrasts positive American identity (proud, polite, friendly) with Trump's representation, questioning who he represents and asserting values of decency.
@andrewg9236
Mar 4, 2025
All the European leaders including Canada are a bunch of women, no masculinity whatsoever! And thats a fact!
All the European leaders including Canada are a bunch of women, no masculinity whatsoever! And thats a fact!
Makes gendered identity claims about European/Canadian leaders while critiquing their leadership style.
@uvaldobenavides8411
Mar 4, 2025
Living in canada my experience is that Indian women are a lot nicer than Indian men. Women are more respectful and polite and the men are just MEAN and dont get me started about the …
Living in canada my experience is that Indian women are a lot nicer than Indian men. Women are more respectful and polite and the men are just MEAN and dont get me started about the driving
Personal experience used to make generalizations about gender and ethnic stereotypes regarding Indian immigrants' behavior and driving.
Grawrness
Jan 27, 2026
The fear of white genetic survival makes me chuckle.
The fear of white genetic survival makes me chuckle.
Makes a dismissive comment about white demographic concerns, asserting identity-based anxieties as laughable.
citizendaine218
Jan 27, 2026
Ahhh my hometown… BROWNTOWN
Ahhh my hometown… BROWNTOWN
References hometown demographic change with a derogatory nickname, combining identity commentary with implicit criticism of immigration.
alexdionne5902
Jan 27, 2026
Soon canadians also will have 💩 for breakfast
Soon canadians also will have 💩 for breakfast
Uses crude humor and fecal emoji to mock immigrant food culture, combining satire with ethnic stereotyping and identity-based criticism.
Mmadingo
Jan 27, 2026
Cucknada with cucknadians
Cucknada with cucknadians
The comment uses derogatory language to assert a negative national identity and express contempt for Canadians, framing an us-vs-them dynamic.
fuknigas-d9p
Jan 27, 2026
Ah, good ol’ Brampistan. Canada’s Minneapolis, sick and tired of it
Ah, good ol’ Brampistan. Canada’s Minneapolis, sick and tired of it
Uses derogatory place-naming and expresses frustration with a specific community, asserting cultural/national identity boundaries.
liv4hillside
Jan 27, 2026
all africans not as terrible as the imbecile on the bike
all africans not as terrible as the imbecile on the bike
Defensive statement asserting that not all members of a group are negative, using us-vs-them framing.
Identity Assertion
0.80
jaymoore-q4y
Jan 27, 2026
Anyone who doesn't add to a country and culture doesn't belong here.
Anyone who doesn't add to a country and culture doesn't belong here.
Makes a gatekeeping claim about who 'belongs' in Canada based on cultural contribution, framing belonging as conditional and identity-based.
stripmin41
Jan 27, 2026
WE ARE DONE BEING NICE. WE DONT MIND THEM COMING HERE FOR BETTER LIFE. BUT WE DONT LIKE BEING TAKING ADVANTAGE OF. THINGS ARE CHANGING THIS YEAR
WE ARE DONE BEING NICE. WE DONT MIND THEM COMING HERE FOR BETTER LIFE. BUT WE DONT LIKE BEING TAKING ADVANTAGE OF. THINGS ARE CHANGING THIS YEAR
Uses all-caps to assert a collective Canadian identity ('WE'), expresses grievance about being 'taken advantage of,' and signals demographic/cultural anxiety about change.
Newfoundmindset2.0
Jan 27, 2026
It's not Canada anymore 🤦
It's not Canada anymore 🤦
Claims Canada's national identity has been lost due to immigration, asserting cultural displacement anxiety.
EDGARDODIAZ-c2n
Jan 27, 2026
I hate the American invasion even more. Go back to your country.
I hate the American invasion even more. Go back to your country.
Expresses nationalist sentiment by rejecting Americans as invaders, asserting Canadian identity boundaries.
rvnhty
Jan 27, 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)