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
I blame Tim Hortons.
I blame Tim Hortons.
Absurdist blame directed at Tim Hortons as a humorous deflection from serious immigration debate.
Humor / Satire
0.70
oldskool1979
Feb 18, 2026
? governor Trudeau. No vacation for you.
? governor Trudeau. No vacation for you.
Uses sarcasm and wordplay ('governor' instead of PM, 'no vacation') to mock Trudeau's leadership.
@brianyoung930
Mar 4, 2025
Trump can’t reelect the liberals lol
Trump can’t reelect the liberals lol
Sarcastic comment suggesting Trump cannot influence Canadian elections, using ironic framing.
Humor / Satire
0.70
@daviddemeyer1660
Mar 4, 2025
Graduation American Russian , you just make ur daddy happy (putin)...
Graduation American Russian , you just make ur daddy happy (putin)...
Uses sarcastic/mocking tone with a jab at the US president's alleged loyalty to Putin, employing ironic commentary.
@kennyvuu1487
Mar 4, 2025
Bramladesh!
Bramladesh!
Portmanteau combining 'Bram' and 'Bangladesh' appears to be sarcastic commentary on immigration demographics.
Humor / Satire
0.70
NoBS249
Jan 28, 2026
Lol. Everyone is clueless in Canada, not just her.
Lol. Everyone is clueless in Canada, not just her.
Uses sarcastic dismissal of government competence broadly, with a joking tone that generalizes incompetence across Canadian leadership.
ralphpezda6523
Feb 27, 2026
Ah! böwakawa poussé, poussé Ah! böwakawa poussé, poussé Ah! böwakawa poussé, poussé
Ah! böwakawa poussé, poussé
Ah! böwakawa poussé, poussé
Ah! böwakawa poussé, poussé
The comment appears to be nonsensical repeated phrases, likely intended as absurdist humor or spam-like mockery.
Humor / Satire
0.70
jevfbbeckman5231
Jan 27, 2026
Our own ice huh.
Our own ice huh.
Sarcastic or ironic one-liner, likely mocking a phrase or concept mentioned in the video.
Humor / Satire
0.70
kenhalinmckay5438
Dec 29, 2025
I gotta go throw up. Get’ em the f out of here.
I gotta go throw up. Get’ em the f out of here.
Uses exaggerated physical reaction (vomiting) as sarcastic expression of disgust, though could also be interpreted as genuine emotional response.
Humor / Satire
0.70
curkev1
Feb 27, 2026
It's not Donald, Justin. \nIt's POTUS Elon.
It's not Donald, Justin. \nIt's POTUS Elon.
Sarcastic claim that Elon Musk is the real president, using irony to critique political influence.
@Haymankahn
Mar 4, 2025
Yeahhhhhhhhhhhhhhhhh Rock’n’Roll ???????
Yeahhhhhhhhhhhhhhhhh Rock’n’Roll ???????
Enthusiastic exclamation with excessive punctuation appears to be joking or off-topic commentary unrelated to immigration policy.
Humor / Satire
0.70
@jopberlin
Mar 4, 2025
Bellow Down syndrome 😂😂
Bellow Down syndrome 😂😂
Crude joke using a disability reference as humor, though offensive in nature.
Humor / Satire
0.70
Sinatra-
Jan 29, 2026
😂😂😂 💩 jeets
😂😂😂 💩 jeets
Dismissive emoji reaction with ethnic slur used sarcastically or mockingly.
Humor / Satire
0.70
KyleUno-m5c
Jan 29, 2026
Trump is a “ Parasite “ weak up
Trump is a “ Parasite “ weak up
Comment uses sarcastic name-calling and fragmented language that appears to be mocking commentary rather than serious critique.
Humor / Satire
0.70
@ranjanathenabadu9812
Mar 4, 2025
I just know it’s musty as hell
I just know it’s musty as hell
Casual, dismissive comment using slang ('musty') in a joking manner about the video content.
Humor / Satire
0.70
Aceito48212
Jan 27, 2026
Bramladesh at its finest! 👳🏾♂️👳🏿♂️
Bramladesh at its finest! 👳🏾♂️👳🏿♂️
Uses ethnic slur as sarcastic commentary on the video's content and the city of Brampton.
M.Bison88
Jan 29, 2026
Alberta will win the Olympic Gold Medal in 2030 Men’s Hockey! Guaranteed!
Alberta will win the Olympic Gold Medal in 2030 Men’s Hockey! Guaranteed!
Makes an absurd, overconfident prediction about Alberta winning Olympic gold with exaggerated certainty, likely meant ironically.
deanmcghie6519
Feb 26, 2026
Trudeau schudeau. Like father, like son….
Trudeau schudeau. Like father, like son….
Uses wordplay and sarcasm ('Trudeau schudeau') combined with a dismissive generational comparison, primarily comedic in tone.
@l.m.m.tucker6998
Mar 4, 2025
Lol....really,it's about time 😊
Lol....really,it's about time
😊
Brief comment with 'Lol' and emoji suggesting sarcastic or joking approval of enforcement action.
Humor / Satire
0.70
quantum1953
Feb 18, 2026
Butter chicken kinda fire tho ngl
Butter chicken kinda fire tho ngl
Casual, off-topic comment praising food with colloquial language and emoji, appearing as humorous aside.
Humor / Satire
0.70
jasonomenzfan91
Jan 29, 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)