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
Holy Shit, suddenly I like Trudeau...
Holy Shit, suddenly I like Trudeau...
Ironic expression of newfound appreciation for Trudeau in response to Trump, using humor to comment on comparative leadership.
Humor / Satire
0.90
@tomebasic2843
Mar 4, 2025
The guy on the bike 😂
The guy on the bike 😂
Brief humorous reaction to a specific moment in the video with emoji laughter.
Humor / Satire
0.90
Sportsheads604
Jan 29, 2026
thank you for calling tim hortons, duhrka duhr duhr dukra dukrr3yehrewhuerw.
thank you for calling tim hortons, duhrka duhr duhr dukra dukrr3yehrewhuerw.
Mocking imitation of accent/language, using absurdist humor to stereotype immigrant service workers.
Humor / Satire
0.90
Riickshaw
Jan 27, 2026
I’m so hurt that I won’t be able to eat Canadian bacon any more ???
I’m so hurt that I won’t be able to eat Canadian bacon any more ???
Uses ironic, joking tone about trade consequences with exaggerated emotional response and emoji, clearly satirical commentary.
Humor / Satire
0.90
@cwill8836
Mar 4, 2025
Imagine Canada refusing to be a 51st state and Baby T throwing a 25 billion dollar tantrum.
Imagine Canada refusing to be a 51st state and Baby T throwing a 25 billion dollar tantrum.
Uses ironic, exaggerated language ('Baby T throwing a 25 billion dollar tantrum') to mock Trump's potential reaction to Canadian independence.
Humor / Satire
0.90
@MsMoSiLo
Mar 4, 2025
AAhahahaha what a clown.
AAhahahaha what a clown.
Mocking, dismissive comment using laughter and name-calling as satirical criticism of Trump.
Humor / Satire
0.90
@alg678
Mar 4, 2025
The guy on the bike is a legend !
The guy on the bike is a legend !
Positive humorous reaction to a specific person in the video, praising them as legendary.
Humor / Satire
0.90
Jako.D
Jan 29, 2026
Trump's gravesite will need a spit guard
Trump's gravesite will need a spit guard
Uses dark humor and sarcasm to mock Trump through a morbid joke.
Humor / Satire
0.90
@bugeyedfrog
Mar 4, 2025
Like Trudeau, perhaps Trump will impress the world (after all he is a genius you know) by speaking in French and Spanish BWAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHH.
Like Trudeau, perhaps Trump will impress the world (after all he is a genius you know) by speaking in French and Spanish BWAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHHAHAHAHAHAHAHAHAHAHAHAHAHAHAHAHH.
Uses sarcasm and extended laughter to mock Trump's linguistic abilities and competence through ironic comparison to Trudeau.
Humor / Satire
0.90
@TronJockey
Mar 4, 2025
BAHAHAHA. Wrong move dude... FAFO
BAHAHAHA. Wrong move dude... FAFO
Laughing emoji followed by 'FAFO' (acronym for 'find out') is sarcastic commentary dismissing the policy as a mistake in humorous tone.
Humor / Satire
0.90
@juliotapia3305
Mar 4, 2025
MAGA indeed, Trump is surely Making America Grumpy Again ?
MAGA indeed, Trump is surely Making America Grumpy Again ?
Wordplay joke mocking Trump's MAGA slogan by reinterpreting it as 'Making America Grumpy Again.'
Humor / Satire
0.90
@destress8942
Mar 4, 2025
As a Canadian masters student of African descent. I didn’t know my IQ was so low that I couldn’t hold an entry level job 😂😂😂
As a Canadian masters student of African descent. I didn’t know my IQ was so low that I couldn’t hold an entry level job 😂😂😂
Ironic self-deprecating response to racist claims about immigrant intelligence, using humor to critique discrimination.
astroflex4000
Feb 10, 2026
0:16 lmao poo from poomjabi
0:16 lmao poo from poomjabi
Ethnic slur presented as a joke/meme referencing video timestamp.
Humor / Satire
0.90
MarcellsWorldJjr
Feb 9, 2026
Trudeau, I'm glad you used small words when talking to Trump.
Trudeau, I'm glad you used small words when talking to Trump.
Sarcastic jab at Trudeau's communication style with Trump, using condescending humor.
Humor / Satire
0.90
@willienillie6337
Mar 4, 2025
No deodorant were harmed in the making of this video
No deodorant were harmed in the making of this video
Absurdist joke making a humorous reference to a product brand in relation to the video content.
Humor / Satire
0.90
scrawford9
Jan 27, 2026
Haha this guy and the clowns surrounding him.
Haha this guy and the clowns surrounding him.
Mocking, dismissive tone using 'clowns' as sarcastic commentary on political figures.
Humor / Satire
0.90
@chriswije
Mar 4, 2025
If you can’t beat them, join them. I took my first dump on a beach today. I bought a turban off Amazon to ride my motorcycle without a helmet. I go to Niagara Falls to …
If you can’t beat them, join them. I took my first dump on a beach today. I bought a turban off Amazon to ride my motorcycle without a helmet. I go to Niagara Falls to litter. This is my Canada.
Uses extended sarcasm and ironic stereotyping to mock anti-immigration rhetoric by adopting exaggerated immigrant behaviors.
Humor / Satire
0.90
YMH420s
Oct 5, 2025
One word, ice 😂
One word, ice 😂
Single-word joke with laughing emojis, likely mocking or making light of the video content.
Humor / Satire
0.90
Bootzko1738
Feb 14, 2026
so the season finale of the first season of WW3 has finnaly arrived
so the season finale of the first season of WW3 has finnaly arrived
Uses ironic metaphor comparing geopolitical tensions to a TV season finale, employing dark humor.
Humor / Satire
0.90
@reggaesurvivor251
Mar 4, 2025
All Hail justin Trudeau 😂
All Hail justin Trudeau 😂
Sarcastic praise of Trudeau with laughing emoji, using irony to critique immigration policy.
Humor / Satire
0.90
leoj_carnage
Feb 15, 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)