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
Thankyou for showing the state of our Country
Thankyou for showing the state of our Country
The comment expresses concern about the country's state, implying a moral or values-based judgment about the current situation.
Moral Argument
0.65
Jorboz
Jan 27, 2026
Religion makes sick
Religion makes sick
Brief value judgment about religion framed as a moral/ethical critique, though minimal elaboration.
Moral Argument
0.65
karthikckrishna
Oct 5, 2025
Trump is puting canada a knife in the back
Trump is puting canada a knife in the back
Characterizes Trump's trade actions as betrayal (moral violation) with metaphorical language suggesting threat.
@marten3051
Mar 4, 2025
To all AMERICANS, ‘you REAP what YOU SOW’
To all AMERICANS, ‘you REAP what YOU SOW’
Moral judgment suggesting Americans are experiencing consequences of their own choices, using a proverb-like statement.
Moral Argument
0.65
@charanjitsidhu4733
Mar 4, 2025
God going to be with Canada
God going to be with Canada
Brief invocation of religious/spiritual support framed as moral encouragement for Canada.
Moral Argument
0.65
@germaniapena5774
Mar 4, 2025
good speech - Pray the drug flow ends soon and the tariffs
good speech - Pray the drug flow ends soon and the tariffs
Approves of speech and appeals to moral/religious values (prayer) regarding drug and trade issues.
@edatao2
Mar 4, 2025
This is what happens when you choose a blind to rule your country
This is what happens when you choose a blind to rule your country
Makes a critical moral judgment about leadership competence, implying unfitness for office.
@almanbanks5804
Mar 4, 2025
Elon Trump are stinking like put in
Elon Trump are stinking like put in
Expresses disapproval of Elon and Trump through comparison to Putin, implying moral corruption.
Moral Argument
0.65
@ratas-p7e
Mar 4, 2025
Trump has lost his mind.
Trump has lost his mind.
Brief criticism of Trump's mental state, implying he is unfit or acting irrationally.
Moral Argument
0.65
@gslvqz8812
Mar 4, 2025
This is disgusting
This is disgusting
Vague expression of disapproval that could indicate moral objection or fear-based concern, but lacks specificity.
TheYoungreezy1123
Jan 27, 2026
No body stop you to make babies.because you guys go against nature now complain from A-z ,seriously.
No body stop you to make babies.because you guys go against nature now complain from A-z ,seriously.
Appeals to 'nature' as a moral principle while criticizing immigrants for complaints, mixing ethical framing with identity-based criticism.
kashif9294
Aug 26, 2025
Now Canada is healing.
Now Canada is healing.
Suggests Canada is improving through restrictive immigration, implying moral/ethical judgment about national wellbeing.
Moral Argument
0.65
MrRahul6464
Oct 5, 2025
Rump lies always
Rump lies always
Brief accusation of dishonesty ('lies always') appeals to truthfulness as a moral principle, though minimal elaboration.
Moral Argument
0.65
@Sunshine22896
Mar 4, 2025
STOP LIVING IN OPPRESSION AND SLAVERY DEPENDENCY WITH TRADE. SELF RELIANCE AND INDEPENDENCE IS WHAT PEOPLE SHOULD BE DOING. SHUT DOWN TH TRADE AND END OPPRESSION WITH COST AND VALUE. THAT IS THE RESPONSE OTHER …
STOP LIVING IN OPPRESSION AND SLAVERY DEPENDENCY WITH TRADE. SELF RELIANCE AND INDEPENDENCE IS WHAT PEOPLE SHOULD BE DOING. SHUT DOWN TH TRADE AND END OPPRESSION WITH COST AND VALUE. THAT IS THE RESPONSE OTHER COUNTRIES SHOULD BE MAKING. THE US GOVERNMENT FORCES ANNUAL INFLATION TO OPPRESS THE PEOPLE WITH SLAVERY, COST, TAXES AND DEPENDENCY FOR ALL THEIR NEEDS. ITS SUBLIMINAL MIND CONTROL. WISDOM COMMENT #3 IF YOU HAVE A BUSINESS, INVEST IN MARKETS AND LIVE IN DEPENDENCY FOR ALL YOUR NEEDS FROM GLOBAL TRADE, SUPPLY CHAINS, ENERGY GRIDS OR JUST THE BASIC FOOD SUPPLIES YOU ARE OPPRESSING OTHERS WITH COST AND VALUE THAT DOESN'T EXIST. YOU ALL ARE REGULATED AND SUBLIMINALLY CONTROLLED SLAVES IN OPPRESSION UNTIL YOU REALIZE THIS. YOUR NOT HELPING PEOPLE BY CREATING COST ON OTHERS AND INFLATING COST TO MANAGE YOUR OPPRESSION WITH LIFE. HUMANITY NEEDS TO STOP BEING SELFISH AND USE COMMON SENSE. ADDICTION IS EVERYTHING YOU DO EVERYDAY. HUMANITY BREAKS UNDER PRESSURE FROM LIFE AND SOCIAL LIVING WITH OTHERS. WHY ARE YOU ALL TRYING SO HARD WHEN ITS SO EASY TO LIVE. WHEN YOU UNDERSTAND THE FALSE REALITY YOU LIVE IN AND YOUR PERCEPTION FINALLY SNAPS YOU OUT OF THE OPPRESSED SUBLIMINAL PROGRAMMING YOUR MIND WILL BE FREE AND YOU WILL FINALLY AWAKEN TO REALITY. FOCUS AND SEE THE TRUTH.
Presents an ideological critique of global trade and economic systems as forms of oppression, mixing economic and ethical arguments in conspiratorial framing.
@IrvingFisherScam
Mar 4, 2025
Stop calling this man president. He is the DEVIL ?
Stop calling this man president. He is the DEVIL ?
Uses strong moral/demonizing language to characterize a political figure as evil, expressing moral condemnation.
@violaclarke8082
Mar 4, 2025
Only good that will come of this, JESUS return.
Only good that will come of this, JESUS return.
Religious/eschatological framing suggesting only divine intervention can resolve current political situation, implying moral judgment about worldly events.
Moral Argument
0.65
@chrissmith4025
Mar 4, 2025
As long as others were affected half of this country was fine. But, when you lost your jobs, now you want to protest. Z don't trust them or bend yourself. You are in the right. …
As long as others were affected half of this country was fine. But, when you lost your jobs, now you want to protest. Z don't trust them or bend yourself. You are in the right. Canada we are on a commercial break.
Appeals to fairness and consistency in treatment, criticizing selective outrage while asserting solidarity with those affected.
@theramden6025
Mar 4, 2025
Trump has no brain.
Trump has no brain.
Brief personal insult framed as moral judgment rather than policy critique or substantive argument.
Moral Argument
0.65
@arturreshetov2513
Mar 4, 2025
Absolutely disgusting
Absolutely disgusting
Expresses strong disapproval without elaboration, likely moral condemnation but could also signal fear/threat sentiment.
whiskeytango9364
Jan 29, 2026
Trump is so stupid...
Trump is so stupid...
Brief personal judgment of Trump's intelligence, functioning as a value statement rather than substantive policy critique.
Moral Argument
0.65
@GamingMusicTechAndLife
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)