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
Humor / Satire
4,434 comments
Love how he calls the orange buffoon, Donald.
Love how he calls the orange buffoon, Donald.
Uses humorous tone to appreciate a speaker's choice to use a political figure's first name rather than a nickname, with implied mockery.
Humor / Satire
0.75
@echomikekilo63
Mar 4, 2025
the only thing he got wrong was calling tr*mp “intelligent”. that is absolutely absurd, tr*mp has never been intelligent.
the only thing he got wrong was calling tr*mp “intelligent”. that is absolutely absurd, tr*mp has never been intelligent.
Sarcastic criticism of Trump's intelligence presented as a humorous jab, with implicit Canadian identity positioning.
@billynutmeg
Mar 4, 2025
Yeah, you're right. I should move south.
Yeah, you're right. I should move south.
Sarcastic response suggesting relocation to the US, implying disagreement with the video's pro-Canada stance.
@20x20
Mar 4, 2025
As we age as human being we are supposed to be wiser in our nature for decisions we make in our life and to the ones whom we lead BUT NOT donald trump his brain …
As we age as human being we are supposed to be wiser in our nature for decisions we make in our life and to the ones whom we lead BUT NOT donald trump his brain functions like a toilet the more it gets flushed the more it becomes better in sucking all that's thrown in it and yet the toilet is better than his brain at least it takes care of our business.
Uses crude toilet metaphor and sarcasm to mock Trump's intelligence, blending satirical insult with implicit moral critique of leadership.
@2momentum-dx8kr
Mar 4, 2025
😅 Indian become the mexican coyote of the north now i think trump seal the northern border by now
😅 Indian become the mexican coyote of the north now i think trump seal the northern border by now
A sarcastic joke comparing Indian immigrants to Mexican coyotes and referencing Trump's border policies, using humor to critique immigration patterns.
HuyCao-tw5by
Jan 28, 2026
Lmao I will go next year OOH I mean next month lmao wtf
Lmao I will go next year OOH I mean next month lmao wtf
Self-deprecating joke about planning to immigrate, using ironic humor to comment on immigration patterns.
Humor / Satire
0.75
natthaphonnobleTXRngr0108
Jan 28, 2026
Hopefully the guy on the bike has a secure job one that isn't woke. 😂
Hopefully the guy on the bike has a secure job one that isn't woke. 😂
Uses sarcasm and emoji to mock someone's employment prospects in a 'woke' environment.
J8ck_hoff
Jan 28, 2026
Trumps a smart man?!? ?
Trumps a smart man?!? ?
Sarcastic rhetorical question challenging the characterization of Trump as intelligent.
Humor / Satire
0.75
@Altashheth08
Mar 4, 2025
Always a slogan 😵💫
Always a slogan 😵💫
The comment uses sarcasm and a dizzy emoji to mock what appears to be repetitive messaging or rhetoric in the video.
shelleyb1121
Feb 23, 2026
Ok, gov’ner ?
Ok, gov’ner ?
Brief colloquial phrase with unclear intent but likely sarcastic or dismissive tone, employing informal humor.
Humor / Satire
0.75
@MS-wm3ld
Mar 4, 2025
World deserve more indians and more smelly trains at morning <3 <3 <3
World deserve more indians and more smelly trains at morning <3 <3 <3
Sarcastic, mocking commentary using stereotypes (smelly trains) presented as ironic praise, with identity-based framing.
KEDLA.M
Jan 27, 2026
Fuck it lets make canada the 52nd state
Fuck it lets make canada the 52nd state
Uses absurdist humor to mock Canadian sovereignty and political integration, likely satirizing annexation concerns.
@carlsonproperties5940
Mar 4, 2025
I just tooted and it's soo stinky???\n\nAlso, trudeau you kinda wack lil bro
I just tooted and it's soo stinky???\n\nAlso, trudeau you kinda wack lil bro
Combines crude toilet humor with casual criticism of Trudeau, using irreverent tone to dismiss political leadership.
@thatguyjohnny8235
Mar 4, 2025
100 percent goof
100 percent goof
Brief dismissive comment using colloquial insult as sarcastic commentary rather than substantive critique.
Humor / Satire
0.75
@claytonbrawn5401
Mar 4, 2025
good job MAGA republicans!!!! congratulations!!!
good job MAGA republicans!!!! congratulations!!!
Sarcastic congratulations to MAGA Republicans, using ironic tone to mock rather than genuinely praise.
Humor / Satire
0.75
@alvinsilagan5664
Mar 4, 2025
can anyone say what makes Trump smart?
can anyone say what makes Trump smart?
Rhetorical question posed sarcastically to mock Trump's intelligence, using ironic questioning as criticism.
@RizzlaTheCat
Mar 4, 2025
It’s hilarious that Trudeau has to call Trump a smart guy, knowing that he is so incredible childish and immature that otherwise he would just not listen. Trump is the worst president the US has …
It’s hilarious that Trudeau has to call Trump a smart guy, knowing that he is so incredible childish and immature that otherwise he would just not listen. Trump is the worst president the US has ever had.
The comment uses ironic humor about Trudeau's diplomatic strategy while also making a moral judgment about Trump's character.
@ViktorHristovvv
Mar 4, 2025
? Justin Trudeausingh the clown? of canada.
? Justin Trudeausingh the clown? of canada.
Mocking insult using 'clown' characterization and emoji, employing sarcasm to criticize Trudeau.
Humor / Satire
0.75
@CR1-u5j
Mar 4, 2025
Makes me want to take a dump in the great outdoors of suburbia.
Makes me want to take a dump in the great outdoors of suburbia.
Crude joke using crude language and absurdist humor rather than substantive immigration commentary.
Humor / Satire
0.75
NowPleaseReadThis
Jan 28, 2026
Brown shirt boi with the reflector vest is insanely based!!!
Brown shirt boi with the reflector vest is insanely based!!!
Uses slang ('based') to humorously praise someone in the video, likely with ironic intent.
Humor / Satire
0.75
optimist_luke
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)