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
Search & Filter
Moral Argument
2,863 comments
Maximilian law fit factless criminal cry baby man clown trump like a glove. Voodoo poodo maga right wing exteme terrorism group now.
Maximilian law fit factless criminal cry baby man clown trump like a glove. Voodoo poodo maga right wing exteme terrorism group now.
Attacks Trump's character using moral language ('criminal,' 'terrorism') though the comment is largely incoherent.
@guppygrease9767
Mar 4, 2025
“Let’s be clear Frenchman………\nPeople who actually serve my country are now being fired at alarming rates by rising oligarchs, and world traitors of international world trade….Those who will never set fire to the original constitution …
“Let’s be clear Frenchman………\nPeople who actually serve my country are now being fired at alarming rates by rising oligarchs, and world traitors of international world trade….Those who will never set fire to the original constitution of the United States Of America nor will they break the humane will of the American people…”\n\nAs you were\n?????????⬛????➡️?
Appeals to principles of constitutional integrity and protection of citizens, framed as a moral defense against betrayal.
@IanBarker-r3m
Mar 4, 2025
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
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
Trust maybe if they get rid of my demons At the white house I might could see??
Trust maybe if they get rid of my demons At the white house I might could see??
Vaguely appeals to removing harmful influences from government, though the comment is cryptic and difficult to interpret with certainty.
Moral Argument
0.65
@catherineDaniels-l1g
Mar 4, 2025
Thats crazy, they stink AF
Thats crazy, they stink AF
Vague expression of disapproval using colloquial language, likely criticizing the referenced group or policy.
Moral Argument
0.65
mghazalli
Feb 24, 2026
satanyahoo another lying, thief murderous dictator, partners also
satanyahoo another lying, thief murderous dictator, partners also
Makes unsubstantiated accusations of criminality and corruption while employing moral condemnation language.
@cessealbeach
Mar 4, 2025
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
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
Well said ??all the gold digger Oligarch !! Waiting to take everything they can!! Same in MEXICO o boy the star
Well said ??all the gold digger Oligarch !! Waiting to take everything they can!! Same in MEXICO o boy the star
Makes a moral judgment about oligarchs and corruption while making unsubstantiated claims about their intentions.
@cristobalbello714
Mar 4, 2025
Well said to a Bully PM?
Well said to a Bully PM?
Brief moral judgment about a political leader's behavior, though context is unclear.
Moral Argument
0.65
@ShiranPerera-r1u
Mar 4, 2025
You can apologize for the damage you did
You can apologize for the damage you did
Brief appeal for accountability and apology for past damage, invoking moral responsibility.
Moral Argument
0.65
@JefferyCraush
Mar 4, 2025
Colonization.
Colonization.
Single-word comment invoking colonization as a moral critique of immigration or Canadian history.
thegrumpytexan
Jan 28, 2026
I’m sorry Canada
I’m sorry Canada
Expresses regret or apology on behalf of Canada, suggesting moral concern about national conduct.
Moral Argument
0.65
@dawndwyer8716
Mar 4, 2025
Absolutely fucking disgusting.
Absolutely fucking disgusting.
Brief expression of moral disapproval without elaboration; likely responding to video content with an ethical judgment.
Moral Argument
0.65
guest-ienxu73618
Jan 27, 2026
Oh my god 💔💔💔💔💔💔
Oh my god 💔💔💔💔💔💔
Emotional expression of sympathy or distress, likely responding to a narrative about hardship or injustice.
Bakur_55
Feb 7, 2026
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
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
This is disgusting
This is disgusting
Brief moral condemnation without elaboration; expresses disapproval on ethical grounds.
Moral Argument
0.65
burtmantooth8913
Feb 28, 2026
Because, that he is deserved to call him like that!!Period!!
Because, that he is deserved to call him like that!!Period!!
Commenter makes a moral judgment that someone deserves criticism, though context is unclear.
Moral Argument
0.65
@mariakenny793
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)