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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Humor / Satire
4,434 comments
Merci Monsieur Trudeau!! sauf que Trump is not SMART at ALL!! he is just DUMM
Merci Monsieur Trudeau!! sauf que Trump is not SMART at ALL!! he is just DUMM
Sarcastic praise of Trudeau combined with dismissive name-calling of Trump; uses humor and exaggeration to critique political figures.
@pierreblattner4527
Mar 4, 2025
Poor Trudeau ??? angry at trumpy. ???
Poor Trudeau ??? angry at trumpy. ???
Uses sarcasm and dismissive tone ('Poor Trudeau ???') to mock the Prime Minister, with ironic framing suggesting sympathy while actually criticizing.
@titusp9488
Mar 4, 2025
I would vote Bike Guy for PM.
I would vote Bike Guy for PM.
Light-hearted joke about voting for an unnamed 'Bike Guy' character, likely referencing video content.
Humor / Satire
0.72
Mi2ey
Jan 27, 2026
FATIGUEEEE SAAAR
FATIGUEEEE SAAAR
The comment appears to be a meme-style joke or parody, using exaggerated accent/dialect mimicry for comedic effect.
Humor / Satire
0.72
BootLip
Jan 29, 2026
What kind of shit simulation are we in?
What kind of shit simulation are we in?
Existential sarcasm questioning reality itself in response to current events, expressing bewilderment through absurdist humor.
@dexon777
Mar 4, 2025
Indian replaced by white and then white replaced by indians lmao
Indian replaced by white and then white replaced by indians lmao
Uses ironic 'lmao' tone to comment on demographic succession and replacement, blending satire with identity-based observation.
dojadog1337
Jan 27, 2026
Ohio if Viek Ramaswamy wins governor😂 Zionist republicans love H1BVisas
Ohio if Viek Ramaswamy wins governor😂 Zionist republicans love H1BVisas
Joking comparison using emoji and political references, though contains identity-based framing; primarily satirical in tone.
Humor / Satire
0.72
morty32-e1l
Jan 27, 2026
Canada belongs to India now
Canada belongs to India now
Hyperbolic, sarcastic claim about national ownership that appears intended as ironic commentary rather than literal assertion.
Dracomouthboi
Jan 27, 2026
Id love to see a 60 foot jesus statue can we get that ?
Id love to see a 60 foot jesus statue can we get that ?
Appears to be sarcastic or joking commentary about religious statues in the context of immigration discussion.
Humor / Satire
0.72
laughitsfunny420
Mar 1, 2026
Trump is going to make him eat his words
Trump is going to make him eat his words
Sarcastic prediction that Trump will force Trudeau to retract statements, using ironic commentary on political conflict.
@NEVERTALKTOCOPS
Mar 4, 2025
Smart person don't do dumb things, Dump person do dumb things.
Smart person don't do dumb things, Dump person do dumb things.
Cryptic, tautological statement that appears to be ironic or sarcastic commentary rather than substantive argument.
Humor / Satire
0.72
@ZaneDawood
Mar 4, 2025
@0:24 😮 I was looking for a 💩 comment.😂😂..why do some of them feel the need to just squat an unload no matter where they're at 😂😂..goop scoop
@0:24 😮 I was looking for a 💩 comment.😂😂..why do some of them feel the need to just squat an unload no matter where they're at 😂😂..goop scoop
Uses crude humor and emojis to mock immigrant behavior; primarily comedic/satirical tone with underlying stereotyping.
OloRishaCreole504
Jan 27, 2026
This is so embarassing! Sorry world that ten years of propaganda further brain-rotted an already low IQ population into rallying behing a greasy orange scumbag.
This is so embarassing! Sorry world that ten years of propaganda further brain-rotted an already low IQ population into rallying behing a greasy orange scumbag.
Uses sarcasm and exaggerated insults to mock a population's political choices while asserting national embarrassment.
@staciekirkland3922
Mar 4, 2025
I'll dare him make more common sense than the king of America.
I'll dare him make more common sense than the king of America.
Sarcastic comparison between Canadian and American leadership using ironic language ('dare him make more common sense').
@larryl4216
Mar 4, 2025
It makes sense when it comes to you........ look in the mirror ?
It makes sense when it comes to you........ look in the mirror ?
Sarcastic jab using a mirror metaphor to mock someone, likely the video subject or commenter themselves.
@rollnshred2560
Mar 4, 2025
Sounds like a desperate mfer
Sounds like a desperate mfer
Brief sarcastic jab using slang to mock someone's desperation, likely about Trudeau.
Humor / Satire
0.72
@alexab1109
Mar 4, 2025
2:58 you know sh1t real when even Indians say that part of foreign country locality has too many Indians
2:58 you know sh1t real when even Indians say that part of foreign country locality has too many Indians
Uses ironic humor ('you know shit real when') to comment on ethnic concentration, with underlying identity-based observation.
seeker777
Jan 27, 2026
Love bike guy we need more of him 😂
Love bike guy we need more of him 😂
Expresses support with laughing emoji, likely using ironic or humorous tone about the 'bike guy' character.
Humor / Satire
0.72
KATEC-96
Feb 6, 2026
If yall doing so much for us then why yall so butt hurt take your products and leave
If yall doing so much for us then why yall so butt hurt take your products and leave
Uses sarcastic, confrontational tone ('butt hurt') to mock Canadian grievances, employing ironic commentary on trade disputes.
@rosegold7276
Mar 4, 2025
If calling him by name is Harsh you guys just wait.
If calling him by name is Harsh you guys just wait.
Sarcastic comment suggesting worse consequences are coming, mixing dark humor with implied threat.
@philp793
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)