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
We hate you too 8:15 raw bacon🐷
We hate you too 8:15 raw bacon🐷
Sarcastic/hostile quip using crude humor and emoji to mock or provoke, characteristic of satirical commentary.
Humor / Satire
0.75
yazzbazzs3602
Jan 28, 2026
1812 renew for economic war? Another comedian river dance from canada
1812 renew for economic war? Another comedian river dance from canada
Uses sarcasm and mockery ('comedian river dance') to criticize Canada's economic/trade response as ineffective theater.
@Tewodros52
Mar 4, 2025
No one listens to Trudeau not even his own people lol?
No one listens to Trudeau not even his own people lol?
A sarcastic jab at Trudeau's credibility presented with a dismissive 'lol' tone.
@feltonnorman4.8
Mar 4, 2025
Usa can be the 11th province
Usa can be the 11th province
A joking suggestion that the US become a Canadian province, using absurdist humor.
@okkomp
Mar 4, 2025
So, are these egotistical buffoons going to ask the Prime Minister of Canada to apologize to their fake king?
So, are these egotistical buffoons going to ask the Prime Minister of Canada to apologize to their fake king?
Sarcastic rhetorical question mocking Trump and his supporters with ironic commentary about apologies.
@iandesr
Mar 4, 2025
Pay up sucker!!
Pay up sucker!!
Brief sarcastic comment likely mocking tariff negotiations or payment demands, using ironic tone.
Humor / Satire
0.75
@cheewee1009
Mar 4, 2025
This guy has a stick so far up his spine that he doesn’t have one
This guy has a stick so far up his spine that he doesn’t have one
Uses sarcastic insult about a political figure's character, employing humor to critique their perceived weakness or lack of integrity.
@MenWhoPaint
Mar 4, 2025
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
? 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
If Trudeau keeps giving speeches like this he may very well be the next Liberal leader!
If Trudeau keeps giving speeches like this he may very well be the next Liberal leader!
Uses ironic commentary suggesting the speaker's performance could boost his political standing, employing sarcasm.
Humor / Satire
0.75
@Robert-vh2cl
Mar 4, 2025
Oh it’s amazing to see thisweasel getting his comeuppance. Hahahahahah tail wagging the dog for too long thought he’d resigned?
Oh it’s amazing to see thisweasel getting his comeuppance. Hahahahahah tail wagging the dog for too long thought he’d resigned?
The comment uses sarcasm and mockery ('weasel', 'hahahahahah') to ridicule a political figure, with meta-commentary about the video's subject.
@oliverwhite9963
Mar 4, 2025
So honest question. Has anybody bought a beer for the guy on the bike
So honest question. Has anybody bought a beer for the guy on the bike
Lighthearted, joking reference to a person featured in the video, likely the 'bike guy' mentioned.
neckcuttaxxx1632
Jan 29, 2026
Thanks, Trump. Smart move!! ? \nLooks like Putin and Trump found each other! ??
Thanks, Trump. Smart move!! ? \nLooks like Putin and Trump found each other! ??
Uses sarcasm and ironic emojis to mock Trump's decision while implying a conspiracy theory about Trump-Putin alignment.
@nightowl4206
Mar 4, 2025
Sell Canada to usa
Sell Canada to usa
Absurdist, tongue-in-cheek suggestion that appears to be sarcastic commentary rather than serious proposal.
Humor / Satire
0.75
arosKarmxarya
Jan 27, 2026
Oh so high we need quadruple that
Oh so high we need quadruple that
Sarcastic exaggeration suggesting immigration numbers should be quadrupled, likely mocking the policy being discussed.
Humor / Satire
0.75
annekowallcheck7436
Dec 30, 2025
Look Guys you might be eating your partner's ass but we don't eat poop here in india.
Look Guys you might be eating your partner's ass but we don't eat poop here in india.
Attempts crude humor through stereotyping, mixing scatological jokes with ethnic generalizations.
sensei0320
Jan 27, 2026
Karma is a bitch
Karma is a bitch
Uses a common idiom sarcastically, likely commenting on perceived consequences or irony in the immigration situation.
Humor / Satire
0.75
planetwonders
Oct 1, 2025
*One thing about Tyler Oliveira I know for a fact is that Tyler loves c@ck.* The bigger it is, the more Tyler loves it !!!
*One thing about Tyler Oliveira I know for a fact is that Tyler loves c@ck.*
The bigger it is, the more Tyler loves it !!!
Sexual innuendo joke directed at the video creator, using crude humor and censored language.
johnsmith1953x
Jan 27, 2026
Donald Dumb
Donald Dumb
Derisive wordplay ('Donald Dumb') using sarcasm and name-calling as comedic criticism.
Humor / Satire
0.75
@IvanDee97
Mar 4, 2025
I feel bad for Canada I seen their side of Niagara Falls and I honestly thought it was India at first for a sec
I feel bad for Canada I seen their side of Niagara Falls and I honestly thought it was India at first for a sec
Uses sarcastic comparison between Canadian and Indian locations to mock demographic changes, blending humor with ethnic stereotyping.
melo7591
Jan 27, 2026
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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)