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
That guy on the bicycle has probably never travelled out of Canada and probably only met 2-3 Africans yet he says he hates them 😂😂😂
That guy on the bicycle has probably never travelled out of Canada and probably only met 2-3 Africans yet he says he hates them 😂😂😂
Mocks someone in the video for expressing hatred toward Africans despite limited exposure, using ironic laughter.
ByTruth888
Jan 28, 2026
😂 So racist people are LOSING to immigrants
😂 So racist people are LOSING to immigrants
Uses sarcastic emoji and framing to mock anti-immigrant sentiment, presenting it as a joke about 'racist people losing.'
protogoniascension
Jan 28, 2026
As an Indian, the smuggler getting late is peak typical Indian behaviour
As an Indian, the smuggler getting late is peak typical Indian behaviour
Uses ethnic stereotyping humorously to comment on a video participant's behavior, framing it as cultural observation.
KomalPatel
Jan 29, 2026
Barron Trump is the spitting image of his father, Justin Trudeau
Barron Trump is the spitting image of his father, Justin Trudeau
Uses absurdist humor by comparing Barron Trump to Justin Trudeau, likely mocking both figures through an outlandish physical comparison.
@TheBestDog
Mar 4, 2025
Simply, dumbest little man in history. Trump has the biggest little man syndrome I’ve seen.
Simply, dumbest little man in history. Trump has the biggest little man syndrome I’ve seen.
Uses sarcastic insult and ironic commentary about Trump's stature and personality as humorous critique.
Humor / Satire
0.85
@Tom-oi4ew
Mar 4, 2025
Canada is now called -PUNJADA 😂😂😂😂
Canada is now called -PUNJADA 😂😂😂😂
Uses joking tone and emoji to mock Canada's demographic changes through a pun, combining satire with identity-based framing.
IV-n2h
Feb 26, 2026
Canadians asked Trudeau to be tougher against the United States... And ho boy did he!
Canadians asked Trudeau to be tougher against the United States... And ho boy did he!
Sarcastic commentary using irony ('ho boy did he!') to critique Trudeau's approach to US relations.
@tucsonazul
Mar 4, 2025
“The Indians are generally a dirty people.” Tyler trying his hardest not to laugh.
“The Indians are generally a dirty people.” Tyler trying his hardest not to laugh.
Sarcastic commentary on a stereotypical statement made in the video, with ironic observation about the speaker's reaction.
ion6538
Jan 29, 2026
The guy with the vest an helment was the star of this video. 😂
The guy with the vest an helment was the star of this video. 😂
Commenter is making a humorous observation about a person in the video, using emoji to indicate joking tone.
VapMB123
Jan 29, 2026
You from Europe 😂😂😂
You from Europe 😂😂😂
Commenter is making a joking observation about someone's perceived European origin, using laughing emojis to signal humor.
RahulRahul-i2g3b
Jan 29, 2026
HE CAME TO BRAMPTON RAHHHHH
HE CAME TO BRAMPTON RAHHHHH
Comment uses enthusiastic, exaggerated tone ('RAHHHHH') in apparent ironic or joking reference to the video's focus on Brampton.
Humor / Satire
0.85
AllForToronto
Jan 29, 2026
7:51 LOL THE ZOOM IN ON THE SLIPPERS SO REAL THOUGH IT WAS LIKE -20 OR SOMETHING AND WE SAW SOME PUNJABI GUY WEARING SLIPPERS LIKE ITS NOTHING
7:51 LOL THE ZOOM IN ON THE SLIPPERS SO REAL THOUGH IT WAS LIKE -20 OR SOMETHING AND WE SAW SOME PUNJABI GUY WEARING SLIPPERS LIKE ITS NOTHING
Humorous commentary on a video moment (slippers in cold weather), using exaggeration and laughter to mock the situation.
insertlegalgovernmentname
Jan 28, 2026
CANADA VERY BUTIFUL SAAR
CANADA VERY BUTIFUL SAAR
Uses exaggerated accent/dialect mimicry and broken English as comedic satire, likely mocking stereotypes.
Humor / Satire
0.85
Gruezi583
Feb 26, 2026
It's pun-jab not poon-jab you dirty minded guy😂 poontang
It's pun-jab not poon-jab you dirty minded guy😂 poontang
Playful correction of pronunciation with sexual innuendo joke, primarily comedic commentary.
Humor / Satire
0.85
Hemannjay
Jan 28, 2026
Trump: Making unpopular politicians, popular again.
Trump: Making unpopular politicians, popular again.
Sarcastic quip about Trump making unpopular politicians popular, using ironic reversal as comedic commentary.
Humor / Satire
0.85
@ares106
Mar 4, 2025
illiteracy was very evident even before he became president. Ours is polite. lol
illiteracy was very evident even before he became president. Ours is polite. lol
Sarcastic comparison of Trump's intelligence to Trudeau's politeness, using irony to critique Trump.
@Calafi777
Mar 4, 2025
I cancelled my shift at the diploma farm to watch this
I cancelled my shift at the diploma farm to watch this
Sarcastic joke about canceling work to watch the video, with 'diploma farm' being ironic slang for educational institutions.
cobydlv
Jan 28, 2026
52nd state! Governor Trudeau!\n\nWe are Tariffing the Tariffs!
52nd state! Governor Trudeau!\n\nWe are Tariffing the Tariffs!
Uses sarcastic framing ('52nd state', 'Governor Trudeau') and wordplay ('Tariffing the Tariffs') to mock Canadian-American relations.
@jonlivingstone
Mar 4, 2025
Hilarious that when speaking direct - he calls him Donald and has to use the word ‘big’ a lot and the word dumb haha
Hilarious that when speaking direct - he calls him Donald and has to use the word ‘big’ a lot and the word dumb haha
Uses ironic humor to mock the speaker's rhetorical style and word choices.
@knm7972
Mar 4, 2025
Trade war with Canada??? Lol
Trade war with Canada??? Lol
Sarcastic dismissal of trade war concept using 'Lol' to mock the idea as absurd.
Humor / Satire
0.85
@OurStL
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)