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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Moral Argument
2,863 comments
It's happening here in the Maritimes too, but that's not a bad thing IMO. Cultural diversity is a strength. If anything we should be focused on the more important things like why it costs $2000 …
It's happening here in the Maritimes too, but that's not a bad thing IMO. Cultural diversity is a strength. If anything we should be focused on the more important things like why it costs $2000 a month for a non-trap house apartment, and why are eggs four times the price they were 5 years ago.
Defends cultural diversity as a strength while redirecting focus to economic issues like housing and food costs as more pressing concerns.
maggotthemadman8142
Jan 28, 2026
The guy on the bike referring himself to “poor white trash” is the saddest thing to happen to society
The guy on the bike referring himself to “poor white trash” is the saddest thing to happen to society
Expresses moral disapproval of someone's self-deprecating identity claim, framing it as a societal problem.
JamesFlem
Jan 27, 2026
Shame on canada for allowing this trash
Shame on canada for allowing this trash
Expresses moral disapproval of Canadian immigration policy using charged language, with implicit us-vs-them framing.
passha5232
Jan 28, 2026
Either Canada belong to no one or Canada belongs to everyone ! We can't play favourite until we consult the real people of this land who were not interviewed ! lol Canada is a circus …
Either Canada belong to no one or Canada belongs to everyone ! We can't play favourite until we consult the real people of this land who were not interviewed ! lol Canada is a circus people take it too seriously !
Appeals to fairness and consultation principles regarding Indigenous sovereignty, with ironic/satirical tone about Canadian governance.
RA6162
Oct 27, 2025
The American orange clown felon pscycho pig was voted to power by Americans.
The American orange clown felon pscycho pig was voted to power by Americans.
Condemns Trump through inflammatory language framing him as morally corrupt and dangerous, with identity-based framing of American voters.
@wiseview1444
Mar 4, 2025
"No raindrop ever considers itself responsible for the storm"
"No raindrop ever considers itself responsible for the storm"
Uses a metaphorical appeal to collective responsibility and shared accountability, suggesting individuals shouldn't bear sole blame for systemic issues.
LordDuncon
Oct 28, 2025
The white guy was insulting Africans😢
The white guy was insulting Africans😢
Expresses concern about discriminatory behavior toward Africans, appealing to fairness and against prejudice.
Moral Argument
0.75
AliSicey
Jan 28, 2026
Absolutely disgusting is the American government.
Absolutely disgusting is the American government.
Expresses moral disapproval of the American government using strong emotional language, framed as an ethical judgment rather than policy analysis.
@lorenzo2534
Mar 4, 2025
Just like with Zelensky, Trump will just ignore the actual truths and continue to peddle his alternative fantasies. You cannot use logic against this man.
Just like with Zelensky, Trump will just ignore the actual truths and continue to peddle his alternative fantasies. You cannot use logic against this man.
Criticizes a political figure for ignoring truth and spreading falsehoods, appealing to logic and honesty as moral principles.
@spervuurproduksies
Mar 4, 2025
To the racist man who said he hates all africans. Not all african are dumb. 8:18
To the racist man who said he hates all africans. Not all african are dumb. 8:18
Defends against racist generalizations by appealing to fairness and individual variation.
Moral Argument
0.75
Itzyaanyame
Feb 28, 2026
Shameful and disgusting what a joke this crap must stop I cannot believe this shit
Shameful and disgusting what a joke this crap must stop I cannot believe this shit
Expresses moral disapproval of immigration policy using emotional language about shame and disgust.
Moral Argument
0.75
gl-pj1kf
Nov 21, 2025
It makes me ashamed that respectable allies have to lie and say Trump is a smart man...
It makes me ashamed that respectable allies have to lie and say Trump is a smart man...
Expresses shame about allies compromising their integrity, framing this as a moral/ethical issue about honesty and respectability.
@funnyeveryday-vn3nq
Mar 4, 2025
That white guy was racist to Africans
That white guy was racist to Africans
Makes a moral claim about racist behavior, appealing to fairness and ethical treatment.
Moral Argument
0.75
mickeyappiah-kubi9632
Jan 28, 2026
The guy with a bike needs to learn that his grandfathers stole Canada from the Indians! 😂Calling Africans useless shows how low IQ he has.
The guy with a bike needs to learn that his grandfathers stole Canada from the Indians! 😂Calling Africans useless shows how low IQ he has.
Combines a historical moral argument about colonial theft with a dehumanizing false claim about intelligence, primarily framed as ethical critique.
Iyassu-k8d
Jan 27, 2026
" It feels like home " I call BS! It's freezing in Canada! We are being oppressed in India so we move to oppress others. GTFO
" It feels like home " I call BS! It's freezing in Canada!
We are being oppressed in India so we move to oppress others. GTFO
Uses sarcasm to critique immigrants' motivations while making a moral claim about oppression and reciprocal harm.
We_The_People1787
Jan 27, 2026
Bloody Racists.
Bloody Racists.
Brief moral condemnation of racism, likely in response to perceived xenophobic comments in the thread.
Moral Argument
0.75
ClueLesspanda2025
Jan 28, 2026
5:20 "grape isnt against their culture" is false. this is a MAN issue. men dont find it a problem to violate women and they barely get any punishment for it. look at the files recently …
5:20 "grape isnt against their culture" is false. this is a MAN issue. men dont find it a problem to violate women and they barely get any punishment for it. look at the files recently published by the fbi. you got every type of coloured man hurting kids and women.
Commenter makes a moral argument about gender-based violence while citing FBI data, though the claim about 'every type of coloured man' appears to misrepresent or fabricate evidence.
thechosenone-g4v
Feb 7, 2026
Trump is dumb. \nHis tariffs are dumb.\nTrump is a horrible person.\nTrump will fail because he is a failure.
Trump is dumb. \nHis tariffs are dumb.\nTrump is a horrible person.\nTrump will fail because he is a failure.
Repeated assertions that Trump is 'dumb,' 'horrible,' and a 'failure' constitute moral/character judgments rather than policy analysis.
Moral Argument
0.75
@stephaniewoods6797
Mar 4, 2025
The next president is going to have to clean up the mess Trump has caused and his little side kick Vance
The next president is going to have to clean up the mess Trump has caused and his little side kick Vance
Characterizes Trump as having caused a 'mess' and criticizes his leadership on ethical/competence grounds.
Moral Argument
0.75
@aprilgilmour7321
Mar 4, 2025
The PIG on the bike should learn about his ancestors and what they did to Canada when he talks about DIRTY
The PIG on the bike should learn about his ancestors and what they did to Canada when he talks about DIRTY
Appeals to historical injustices and moral accountability while using derogatory language and identity-based framing.
sb-gw2hs
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)