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
Im with that dude 😂
Im with that dude 😂
Brief agreement with laughter emoji, likely expressing humor or ironic support for a previous comment.
Humor / Satire
0.70
YasssB.I.said.whatIsaid
Jan 27, 2026
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
Trump tells you pay or fuck o ff
Trump tells you pay or fuck o ff
Crude, sarcastic paraphrase of a political position using informal language and humor.
Humor / Satire
0.70
@ayoublover2806
Mar 4, 2025
Singh Hortons
Singh Hortons
A play on 'Tim Hortons' with 'Singh,' using wordplay to satirize the prevalence of Indian names in Canada.
Humor / Satire
0.70
Secretcircuits
Jan 27, 2026
Trudeau has balls.
Trudeau has balls.
Brief, colloquial expression of approval for Trudeau using casual language that reads as humorous commentary.
@henrydaly-pp8ie
Mar 4, 2025
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
its not enough indian , please more!!
its not enough indian , please more!!
The comment uses sarcasm to mock immigration from a specific ethnic group, combining irony with identity-based framing.
f18superhornetcer78
Feb 23, 2026
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
Deberias cobrar a todos los Americanos que visiten tu pais , que les cueste un poco mas mirar todas las maravillas que tiene Canada ?? hermosa!!!
Deberias cobrar a todos los Americanos que visiten tu pais , que les cueste un poco mas mirar todas las maravillas que tiene Canada ?? hermosa!!!
Jokingly suggests charging American visitors more to visit Canada, with playful national pride framing.
@lucilacruz5618
Mar 4, 2025
Mr. Trudeau is a true fucking american hero!
Mr. Trudeau is a true fucking american hero!
Sarcastically calls Trudeau an 'American hero,' likely mocking his alignment or policies through ironic praise.
@QGISmaster
Mar 5, 2025
? 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
8:00 Probably is, he's too dumb to recognize it's dumb
8:00 Probably is, he's too dumb to recognize it's dumb
A brief, sarcastic jab at someone's intelligence using ironic wordplay ('too dumb to recognize it's dumb').
Humor / Satire
0.70
@splatt3d
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
Pussy car that scared his own truckdrivers.
Pussy car that scared his own truckdrivers.
Uses crude sarcasm and mockery to comment on a political figure's perceived weakness or cowardice.
Humor / Satire
0.70
@ironheart9947
Mar 5, 2025
Banyise Trumpzozo?
Banyise Trumpzozo?
Appears to be a playful or mocking reference to Trump using a nickname, likely satirical commentary.
Humor / Satire
0.70
@langaphenduka4592
Mar 4, 2025
He is shitting himself. Trump isn't going to listen to your pleas.
He is shitting himself. Trump isn't going to listen to your pleas.
Uses crude humor and sarcasm to mock the speaker's perceived ineffectiveness against Trump's threats.
@_saifr
Mar 5, 2025
Not everyone who wear suit got sense \nby zelensky ?❤
Not everyone who wear suit got sense \nby zelensky ?❤
Uses a cryptic quote attributed to Zelensky with a heart emoji in a way that appears sarcastic or ironic, though the exact target is unclear.
Humor / Satire
0.70
@newtonnewton8805
Mar 5, 2025
Funny the response of Canada in Trying to make things equal on the trade deficit
Funny the response of Canada in Trying to make things equal on the trade deficit
Ironic observation about Canada's response to trade deficit issues, using sarcasm to critique the approach.
Humor / Satire
0.70
@jasonvesser5765
Mar 5, 2025
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
Wow , what a scathing rebuke from the prime minister…?
Wow , what a scathing rebuke from the prime minister…?
Sarcastic commentary questioning the strength of the prime minister's statement with ironic tone.
Humor / Satire
0.70
@famousace4652
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)