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
That 70iq remark is based on racism. Do a little research and you’ll see what I mean
That 70iq remark is based on racism. Do a little research and you’ll see what I mean
Calls out a racist claim as unethical and urges fact-checking, appealing to fairness and evidence-based reasoning.
MarioJimenez-r3n
Jan 27, 2026
The white bum with a bicycle is a typical dumbo who hates blacks even though blacks make up less than 5% of the population! I am not even mentioning that 46% of those with African-origin …
The white bum with a bicycle is a typical dumbo who hates blacks even though blacks make up less than 5% of the population! I am not even mentioning that 46% of those with African-origin (aged 25-54) hold a bachelor's degree or higher, far exceeding the 32.9% national average! The YouTube host, who is also a Xenophone, allowed the bigot to puke! I can bet my balls that African immigrants in Canada score 20 points or more on IQ test than this bum who probably smells like Tuna!
Defends African immigrants using statistics and moral condemnation of perceived bigotry, though includes unverified IQ claims and personal attacks.
z4850Commenter
Jan 27, 2026
Even on his way out with many Canadians not satisfied with him(times were hard)endured public and private harassment from CANADIANS(even BC?),THIS MAN is still eloquently PROTECTING his Country!!!
Even on his way out with many Canadians not satisfied with him(times were hard)endured public and private harassment from CANADIANS(even BC?),THIS MAN is still eloquently PROTECTING his Country!!!
Praises Trudeau for protecting Canada despite hardship, framing his actions as ethically commendable despite public dissatisfaction.
@freakyfriday3059
Mar 4, 2025
Hey man, I dont like the guy but he did the thing here. Good job, Justin. You represented us well here for 20 minutes.
Hey man, I dont like the guy but he did the thing here. Good job, Justin. You represented us well here for 20 minutes.
Acknowledges personal dislike but gives credit where due, appealing to fairness and recognition of good performance.
Moral Argument
0.75
@Nymphis69
Mar 4, 2025
Trump needs to get his head out of his ass and realize that we need to fight the enemy and not our allies
Trump needs to get his head out of his ass and realize that we need to fight the enemy and not our allies
Appeals to principles of alliance and cooperation, arguing against treating allies as enemies.
@braedonb1
Mar 4, 2025
there are no winners in a war eighter
there are no winners in a war eighter
Expresses a moral principle about the futility and tragedy of war, appealing to ethical reasoning.
Moral Argument
0.75
@Claus_Nyby
Mar 4, 2025
Trump and the republicans chose to do that nit the blue but we understand ? you have no choice do what you have to bless the world from the evil greedy 1%
Trump and the republicans chose to do that nit the blue but we understand ? you have no choice do what you have to bless the world from the evil greedy 1%
Appeals to moral principles about necessity, blessing the world, and fighting greed/evil, framed as justification for political choices.
Moral Argument
0.75
@dogwoodvanbibber4522
Mar 4, 2025
I don’t think trump has the ears to understand what Prime Minister Trudeau is saying.
I don’t think trump has the ears to understand what Prime Minister Trudeau is saying.
Suggests Trump lacks the capacity to understand Trudeau's message, implying moral/intellectual failing.
@tuhuynh3022
Mar 4, 2025
I don't hate you Trudeau nor do I blame you for taking this action.
I don't hate you Trudeau nor do I blame you for taking this action.
The commenter expresses a moral stance of non-judgment and understanding toward a political figure's actions, appealing to fairness and empathy.
Moral Argument
0.75
@Chibby-Chubby
Mar 4, 2025
Hi so I totally agree with not wanting your country change BC on immigrations and stuff and that this is like wrong but the things some ppl were saying is ACTUALLY really racist especially the …
Hi so I totally agree with not wanting your country change BC on immigrations and stuff and that this is like wrong but the things some ppl were saying is ACTUALLY really racist especially the guy on the cycle like hello are we not gonna acknowledge that??
Acknowledges legitimate concerns about immigration while calling out racist rhetoric as morally wrong, appealing to ethical standards.
Liyana.mansoor
Jan 29, 2026
Trump destroys things..\nPeriod.
Trump destroys things..\nPeriod.
Makes a sweeping moral judgment that Trump 'destroys things,' framing him as fundamentally destructive.
Moral Argument
0.75
@tamhiker1
Mar 4, 2025
" 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
How in gods name is it possible that this is happening one more time?? Tariffs and appesing a murderous dictator. \nAmericans really need to learn critical thinking, and need to be able to spot a …
How in gods name is it possible that this is happening one more time?? Tariffs and appesing a murderous dictator. \nAmericans really need to learn critical thinking, and need to be able to spot a con artist. \nThe democrats really need to understand their voters better, to prevent this from happening again. \n\nCanada Europe is with you.
Critiques voters' critical thinking and appeals to ethical judgment while expressing international solidarity with Canada/Europe.
@Morten6842
Mar 4, 2025
The best American mistake was when they voted for the old arrogant President. His minions will destroy America and other friendly allies will become foes.
The best American mistake was when they voted for the old arrogant President. His minions will destroy America and other friendly allies will become foes.
Critique of a political leader's character and consequences for international relationships, with comparative framing between nations.
@coolferds06
Mar 4, 2025
that's what a good leader should speak ?
that's what a good leader should speak ?
Implicit appeal to standards of good leadership conduct, evaluating the speaker's performance against ethical/competence criteria.
Moral Argument
0.75
@Tastyoldvet
Mar 4, 2025
The only difference between people are the level of consciousness
The only difference between people are the level of consciousness
Makes a philosophical claim about human equality based on consciousness rather than demographic or cultural differences, appealing to universal moral principles.
Moral Argument
0.75
sfinx69
Jan 28, 2026
Trump supporters who are negatively affected by this will complain that the American goverment failed them. They won't say Trump. It's the American government that caused this.
Trump supporters who are negatively affected by this will complain that the American goverment failed them. They won't say Trump. It's the American government that caused this.
The commenter makes an argument about accountability and blame-shifting, appealing to fairness in how responsibility should be assigned for negative consequences.
Moral Argument
0.75
@BU_IDo
Mar 4, 2025
All we want is fairness and president Trump is for America.
All we want is fairness and president Trump is for America.
Appeals to fairness as a principle while asserting national interest prioritization.
@makahanp
Mar 4, 2025
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
Imagine a leader that puts his people first
Imagine a leader that puts his people first
Appeals to the principle that leaders should prioritize their citizens' interests.
@sweetchinmusiq1623
Mar 4, 2025
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)