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
Me coming to hear Trudeau and learning that Canadians want to separate from each other. Now I need to get the tea.
Me coming to hear Trudeau and learning that Canadians want to separate from each other. Now I need to get the tea.
Uses ironic humor to comment on internal Canadian divisions revealed during Trudeau's speech.
@NGHealthCoach
Mar 5, 2025
Donald you orange idiot.
Donald you orange idiot.
Insulting name-calling presented as casual mockery rather than substantive critique.
Humor / Satire
0.85
@fuzzb0x436
Mar 5, 2025
Hey Donald meow meow meow ??
Hey Donald meow meow meow ??
Uses absurdist humor and nonsensical animal sounds directed at a political figure as mockery.
Humor / Satire
0.85
@topaiheuheu5950
Mar 5, 2025
The bot comments are so funny lol this little freak is cooked beyond belief
The bot comments are so funny lol this little freak is cooked beyond belief
Uses sarcasm and mockery ('funny', 'freak is cooked') to comment humorously on bot activity and another commenter.
@Brackenmiller
Mar 4, 2025
Can we trade leaders
Can we trade leaders
Uses humorous/sarcastic suggestion to trade leaders with another country, implying dissatisfaction with current leadership.
@reggiewilliams6357
Mar 4, 2025
Le Canada devrait fabriquer du fentanyl et l’envoyer aux usa ! ?\nCela compensera le manque à gagner de l aluminium
Le Canada devrait fabriquer du fentanyl et l’envoyer aux usa ! ?\nCela compensera le manque à gagner de l aluminium
Sarcastic suggestion that Canada should manufacture fentanyl to compensate for tariff losses, using dark humor.
Humor / Satire
0.85
@thugzy2606
Mar 5, 2025
Trudeau, Bahahahahahahaha ????
Trudeau, Bahahahahahahaha ????
Uses mocking laughter and emojis to express dismissive humor about Trudeau without substantive argument.
Humor / Satire
0.85
@covidiousmyocarditis4721
Mar 4, 2025
Most people in America dont even know what a tariff is and what it means for them in America.......lol
Most people in America dont even know what a tariff is and what it means for them in America.......lol
Uses sarcasm and mockery to critique American public understanding of tariffs and their economic effects.
Humor / Satire
0.85
@theguvnor5964
Mar 5, 2025
Damn he's pretty! \nI mean... GOOD SPEECH, RIGHT ON! ✊?
Damn he's pretty! \nI mean... GOOD SPEECH, RIGHT ON! ✊?
Uses ironic humor and self-correction to mock the speaker or situation in a lighthearted way.
Humor / Satire
0.85
@sleepnomore6065
Mar 4, 2025
Ah yes, my home country of Chindiada!
Ah yes, my home country of Chindiada!
Sarcastic portmanteau combining China and India to mock demographic change concerns in Canada.
CaffeinatedCutie
Feb 10, 2026
Nice. Trump just got trumped
Nice. Trump just got trumped
Uses wordplay and pun ('Trump just got trumped') as ironic commentary.
Humor / Satire
0.85
@DirkDiggler-m1n
Mar 5, 2025
😂I'm Indian and I just check ur still alive coz u expore jeffery island 😂😂😂😂😂 ur alive
😂I'm Indian and I just check ur still alive coz u expore jeffery island 😂😂😂😂😂 ur alive
Joking comment with emojis about the YouTuber's survival, unrelated to immigration policy.
Humor / Satire
0.85
kaptaan8751
Feb 9, 2026
lol. We don’t care. The fact that they are making speeches and see this as an existential threat tells me they aren’t going to win this.
lol. We don’t care. The fact that they are making speeches and see this as an existential threat tells me they aren’t going to win this.
The comment uses dismissive humor ('lol') and sarcasm to mock political speeches and predictions about electoral outcomes.
@gullenator1
Mar 4, 2025
HAHAHAHAHAHA\n\nGovernor Blackface Castreau Junior isn't a serious man. That's why he'll never be respected. ?
HAHAHAHAHAHA\n\nGovernor Blackface Castreau Junior isn't a serious man. That's why he'll never be respected. ?
Uses laughter and mocking nicknames (Blackface, Castreau) to satirize and ridicule the Prime Minister's credibility.
@iDeagles
Mar 4, 2025
Shit. Maybe North Korea has been right this whole time.
Shit. Maybe North Korea has been right this whole time.
Uses ironic sarcasm comparing Canadian leadership unfavorably to North Korea in a darkly humorous way.
Humor / Satire
0.85
@jacksos101
Mar 4, 2025
Justin Trudeau on his way to win the next election. He has found a serious cause to pursue.
Justin Trudeau on his way to win the next election. He has found a serious cause to pursue.
Sarcastic comment mocking Trudeau's political motivations, using ironic tone to critique his leadership.
@utkajc
Mar 4, 2025
A dummy almost always does dumb things.
A dummy almost always does dumb things.
Uses sarcastic, dismissive language ('dummy') as ironic commentary on Trump's decision-making.
Humor / Satire
0.85
@Papason139
Mar 4, 2025
5:53 I love how you kept putting this clip of an indian guy flipping you off hahahaha
5:53 I love how you kept putting this clip of an indian guy flipping you off hahahaha
Humorous observation about the video's editing choices and repeated use of a specific clip.
Secret_Spam-lol
Feb 9, 2026
Whatever will Putin's poodles do next?
Whatever will Putin's poodles do next?
Sarcastic jab using 'Putin's poodles' as a derisive metaphor, combining mockery with nationalist framing.
@marksibley1309
Mar 4, 2025
Trumps a goof and ahalf butt hole
Trumps a goof and ahalf butt hole
Crude insult presented as humorous name-calling rather than substantive critique.
Humor / Satire
0.85
@daddyg8791
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)