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
fentanyl czar sounds like the leader of a Florida trailer park drug ring
fentanyl czar sounds like the leader of a Florida trailer park drug ring
Uses sarcastic, joking comparison to mock the term 'fentanyl czar' through absurdist humor.
Humor / Satire
0.85
@navadarkus
Mar 4, 2025
What Trump lying? No say it ain’t so I’m surprised. ?????
What Trump lying? No say it ain’t so I’m surprised. ?????
Uses sarcasm and ironic tone ('No say it ain't so') to mock Trump's dishonesty with exaggerated punctuation.
Humor / Satire
0.85
@grandmasterjayd1184
Mar 4, 2025
Why the zoom-in on the sandals, lol!
Why the zoom-in on the sandals, lol!
Light-hearted joke about the video's editing choices and framing of a specific detail.
loverusche
Jan 28, 2026
Excuse me, was that really a fucking tuk tuk on a highway?
Excuse me, was that really a fucking tuk tuk on a highway?
The commenter is making a sarcastic, incredulous remark about video content (a tuk tuk on a highway), using profanity for comedic effect.
zmijapliskin4707
Jan 27, 2026
Lol Canadians aren't even going.
Lol Canadians aren't even going.
Dismissive, sarcastic comment with 'Lol' mocking the premise that Canadians are traveling to the USA.
Humor / Satire
0.85
KP-wt8qr
Dec 9, 2025
Wow an angry Canadian. Never thought I would see that. So sorry Canada. So vey sorry
Wow an angry Canadian. Never thought I would see that. So sorry Canada. So vey sorry
Sarcastic joke playing on Canadian stereotypes of politeness, with ironic apologies.
@MelodieKate
Mar 4, 2025
This guy is like a B movie actor
This guy is like a B movie actor
Dismissive comparison of a politician to a B-movie actor, using humor to critique credibility.
Humor / Satire
0.85
@MirjanX
Mar 4, 2025
This is so funny.
This is so funny.
Brief expression of amusement at the video content without substantive engagement.
Humor / Satire
0.85
@mattparkin7162
Mar 4, 2025
They have developed cold resistance, fellas we might be doomed.
They have developed cold resistance, fellas we might be doomed.
Joking comment about cold resistance as a humorous exaggeration of immigrant adaptation.
Humor / Satire
0.85
RizztoferRobin
Jan 27, 2026
Singh Hortons
Singh Hortons
Wordplay combining 'Singh' (Indian surname) with 'Tim Hortons' as satirical commentary.
Humor / Satire
0.85
SlightlyUnhingedd
Jan 27, 2026
As a heritage Canadian, all I can say is: "ain't nobody got time for Singh Hortons".
As a heritage Canadian, all I can say is: "ain't nobody got time for Singh Hortons".
Makes a sarcastic pun combining 'Singh' (common Indian surname) with 'Tim Hortons' to mock Indian immigration in a joking manner.
gtahackerhunter
Jan 27, 2026
6:55 the Indians give the Hasidic s run for their money on driving skills lmfaoooooo
6:55 the Indians give the Hasidic s run for their money on driving skills lmfaoooooo
Commenter makes a joking comparison about driving skills between ethnic groups, using casual slang and emoji.
MrMlbfan6
Jan 27, 2026
Looks like London 😂
Looks like London 😂
Joking comparison of the location to London, using emoji to signal sarcastic tone about demographic change.
olivercbmcman28
Jan 27, 2026
Dr seuss over here
Dr seuss over here
Mocking comparison of someone in the video to Dr. Seuss, likely referencing appearance or speaking style.
@alexdavis7872
Mar 4, 2025
Cut off the electricity to the states, he can't sign any excutive orders in the dark ?
Cut off the electricity to the states, he can't sign any excutive orders in the dark ?
Absurdist joke suggesting cutting off electricity to prevent executive orders, clearly satirical rather than serious proposal.
Humor / Satire
0.85
@gchriskonrath09
Mar 4, 2025
I just have to say, the president has to be pretty friggin bad if he actually makes me like Trudeau.
I just have to say, the president has to be pretty friggin bad if he actually makes me like Trudeau.
Ironic, humorous observation that Trump's actions have made the commenter appreciate Trudeau by comparison.
Humor / Satire
0.85
@WARStPierre
Mar 4, 2025
But people were mad at Trudeau for reducing student visas 😂 ridiculous
But people were mad at Trudeau for reducing student visas 😂 ridiculous
Uses sarcasm and laughing emoji to mock perceived contradictions in public reaction to student visa policy, combining ironic commentary with implicit policy criticism.
vturner
Oct 21, 2025
From “you will eat da bugs” to “I eat da poo poo”
From “you will eat da bugs” to “I eat da poo poo”
Uses meme-like satirical phrasing to mock or comment on the video's narrative.
Humor / Satire
0.85
Aegis_Seven
Jan 27, 2026
It starts from Toronto Pearson airport 😂
It starts from Toronto Pearson airport 😂
Uses emoji and sarcasm to mock the video's claims, likely referencing airport-related immigration issues.
daliaa5294
Oct 15, 2025
Drumpf must be sooo triggered.
Drumpf must be sooo triggered.
Uses sarcasm and wordplay ('Drumpf') to mock Trump's hypothetical emotional reaction.
Humor / Satire
0.85
@KrisTaylor-xe8ex
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)