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
Their country, their rules.
Their country, their rules.
Appeals to national sovereignty and the principle that countries have the right to set their own rules.
thisispissingmeoffzz
Dec 8, 2025
Trump is a dictator
Trump is a dictator
Makes a moral judgment characterizing Trump as a dictator based on ethical principles.
Moral Argument
0.70
YOIVictorNikiforov2026
Dec 11, 2025
It’s their countries right, the question for yourselves is worth the extra steps. Is worth being caged up at the whim of 1 person.
It’s their countries right, the question for yourselves is worth the extra steps. Is worth being caged up at the whim of 1 person.
Appeals to fairness and individual autonomy while critiquing the concentration of power in border enforcement decisions.
investined
Dec 10, 2025
All because people don’t want to be called racist .
All because people don’t want to be called racist .
Suggests that political correctness and fear of racism accusations drive immigration policy, framing it as a moral/ethical failure.
Thegrassman284
Feb 24, 2026
Don the Convicted Psychopath is following his boss, Putin’s orders.
Don the Convicted Psychopath is following his boss, Putin’s orders.
Makes a character attack on Trump as a 'psychopath' following Putin's orders; combines moral condemnation with unsubstantiated claims.
@wendycanuck1019
Mar 4, 2025
Trump POOR HUNGRY DESPERATE PEOPLE ARE EASIER TO CONTROL. Just ask Kim un from N Korea. Trump said Kim is a SMART GUY
Trump POOR HUNGRY DESPERATE PEOPLE ARE EASIER TO CONTROL. Just ask Kim un from N Korea. Trump said Kim is a SMART GUY
Criticizes Trump's strategy of keeping people desperate for control, comparing him to Kim Jong Un; combines moral critique with fear-based framing.
@tammysharp65
Mar 4, 2025
This man is full of bs…
This man is full of bs…
Brief dismissive statement characterizing someone as dishonest, a moral judgment without specific claims.
Moral Argument
0.70
@KITCATNOS
Mar 4, 2025
Je ne pense pas que c'est une bonne chose.
Je ne pense pas que c'est une bonne chose.
French statement expressing a moral judgment ('I don't think this is a good thing') about immigration without elaboration.
Moral Argument
0.70
agnetakubik6654
Feb 23, 2026
The guy with the bike doesn't only hate other race, he also hates him self.
The guy with the bike doesn't only hate other race, he also hates him self.
Makes a moral judgment about self-hatred and prejudice, critiquing someone's character and internal contradictions.
Moral Argument
0.70
greenworld5577
Feb 23, 2026
They should practice their culture,but also respect the indians
They should practice their culture,but also respect the indians
Argues for cultural preservation while emphasizing respect for existing residents, balancing immigrant rights with community integration.
Moral Argument
0.70
jmusic5895
Dec 31, 2025
So disguting
So disguting
Brief expression of moral disapproval ('disgusting') without elaboration, indicating ethical judgment.
Moral Argument
0.70
AiAi-cj5xx
Jan 2, 2026
1. So bad evil immigration law.
1. So bad evil immigration law.
Characterizes immigration law as morally wrong using evaluative language ('bad evil').
Moral Argument
0.70
BruceAndrews-h8d
Jan 6, 2026
C'mon bro, diversity is our strength
C'mon bro, diversity is our strength
Sarcastically invokes a pro-diversity argument, likely critiquing it through ironic tone.
patience1969-t3l
Jan 27, 2026
Trump needs to be in chains.
Trump needs to be in chains.
Makes a strong moral condemnation of Trump through a call for punitive action.
@alexanderpetrow8668
Mar 4, 2025
Trudeau spoke the truth — except when he said Donald Trump is a smart man.\nDonald Trump is one of the dumbest people on earth. He only benefitted from being elected by even dumber people.
Trudeau spoke the truth — except when he said Donald Trump is a smart man.\nDonald Trump is one of the dumbest people on earth. He only benefitted from being elected by even dumber people.
Critiques Trump's intelligence and his supporters' judgment, framing the argument around competence and moral evaluation of leadership.
@GazilionPT
Mar 4, 2025
Africans don't have low iq...when Africans were building cities white people were still living in caves...😂😂
Africans don't have low iq...when Africans were building cities white people were still living in caves...😂😂
Defends African intellectual capacity against racist stereotypes using historical counter-argument, with humorous tone.
JD-yp2od
Feb 26, 2026
When someone says the world is overpopulated, they should think of those "people "
When someone says the world is overpopulated, they should think of those "people "
Uses sarcastic framing to challenge overpopulation rhetoric by questioning who counts as 'people,' invoking fairness.
MWDz
Jan 27, 2026
Harsh! PM Trudeau called his name: Donald is very polite that donalddeserves be called convictedfelon trump.\nNah! I do not see any harsh words from PM Trudeau and convicted felon trump shouls apology PM Traudeau as …
Harsh! PM Trudeau called his name: Donald is very polite that donalddeserves be called convictedfelon trump.\nNah! I do not see any harsh words from PM Trudeau and convicted felon trump shouls apology PM Traudeau as felon trump him is governor.\nThis president felon misled his country nowhere but backward ,\nWhat is he doing for better! Nah! for richer? Nah! For American greater by those tariffs to closest ally? Nah! But American intelligent communities need to find out what trump truly is.
Argues Trump is morally unfit (convicted felon) and criticizes his policies as harmful to America and allies.
@duckhanhpham4753
Mar 4, 2025
Justin you realize this is all Trump wanted? You to get off your butt and be an ally like we need when youre the trade country that is our ally. You stepped up finally, goodjob
Justin you realize this is all Trump wanted? You to get off your butt and be an ally like we need when youre the trade country that is our ally. You stepped up finally, goodjob
Appeals to duty and alliance responsibility ('be an ally like we need'), praising Trudeau for stepping up to meet obligations.
@Brian-Sky
Mar 4, 2025
At least they are working and not just live in the country on welfare
At least they are working and not just live in the country on welfare
Defends immigrants on ethical grounds by contrasting their work ethic with welfare dependency stereotypes.
Moral Argument
0.70
eszterperjesi1273
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)