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
It’s not us it’s orange orangutan and Elon lawd have mercy on us ?
It’s not us it’s orange orangutan and Elon lawd have mercy on us ?
Sarcastic/joking reference to Trump and Elon Musk with exaggerated tone ('lawd have mercy'), using humor to critique US leadership.
@wandaholmes9139
Mar 4, 2025
Trump is a crazy son of a bitch... Americans with common sense have my sympathy. (Greetings from Hungary.)
Trump is a crazy son of a bitch... Americans with common sense have my sympathy. (Greetings from Hungary.)
Uses sarcastic insult about Trump while expressing sympathy for Americans, with international perspective from Hungary.
@SuperMrBlaze
Mar 4, 2025
Haha Putin was right the west will destroy its self
Haha Putin was right the west will destroy its self
Uses sarcastic humor to mock Western self-destruction while invoking Putin, blending satire with geopolitical commentary.
@ameerrana9265
Mar 4, 2025
Im surprised you didnt bump into pierre poilivre, that dude surrounds himself in turbins. Especially the khalistanis.
Im surprised you didnt bump into pierre poilivre, that dude surrounds himself in turbins. Especially the khalistanis.
Sarcastic jab at a political figure using ethnic/religious stereotypes and ironic commentary about immigration and identity.
TheBuckbennyrides
Jan 27, 2026
Bram-ladesh
Bram-ladesh
A play on words combining 'Bram' with 'Bangladesh,' likely mocking immigration or cultural identity through wordplay.
m.stewart7208
Feb 25, 2026
That shit whack bro dafuq 😅
That shit whack bro dafuq 😅
Dismissive, sarcastic reaction to the video content using casual slang and emoji, expressing skepticism through humor.
Polarwhite43
Jan 28, 2026
Loved the racist white guy on the bike. My hero!
Loved the racist white guy on the bike. My hero!
Uses sarcasm and irony to mock a person featured in the video, with 'My hero!' indicating satirical commentary.
HS-tg1qx
Jan 28, 2026
VELL…VELL…VELL…
VELL…VELL…VELL…
Stylized exclamation with exaggerated accent appears to be sarcastic or mocking commentary.
Humor / Satire
0.75
leftovers702
Jan 27, 2026
Toronto is so annoying lol Scrappy.
Toronto is so annoying lol
Scrappy.
Brief dismissive comment with casual tone ('lol', 'Scrappy') expressing mild criticism through humor rather than substantive argument.
Humor / Satire
0.75
MilquetoastQT
Jan 28, 2026
Bro's wife got piped by an immigrant, explains the frustration
Bro's wife got piped by an immigrant, explains the frustration
Uses crude sexual humor and sarcasm to mock the commenter's presumed motivations, employing ironic commentary.
Humor / Satire
0.75
zockero8131
Jan 28, 2026
white cucks crying in comments🤣🤣🤣🤣🤣🤣🤣
white cucks crying in comments🤣🤣🤣🤣🤣🤣🤣
Uses mocking laughter and derogatory slur to satirize perceived hypocrisy, combining humor with identity-based mockery.
itachitanjiro3712
Jan 28, 2026
I hope Canadians realise that Brampton is already a 27th state of India 😂😂
I hope Canadians realise that Brampton is already a 27th state of India 😂😂
Uses joking tone with emojis to make a satirical comment about Indian demographic presence in Brampton.
SilencerTulla19
Jan 28, 2026
Shut up Trudeau. There is no fight lol
Shut up Trudeau. There is no fight lol
Dismissive, sarcastic comment using hyperbole ('no fight lol') to mock the video's framing.
Humor / Satire
0.75
@cheachung
Mar 4, 2025
Canada is not the greatest country on earth lol Have you lost your fkn mind
Canada is not the greatest country on earth lol
Have you lost your fkn mind
Uses sarcasm and rhetorical questioning to mock claims about Canada's superiority.
LalalaDadida-o4m
Mar 2, 2026
Btw that guy Sidhu is probably on his way back to India, he's fucked 😂
Btw that guy Sidhu is probably on his way back to India, he's fucked 😂
Makes a joking reference to a specific person's legal troubles using casual sarcasm and emoji.
MrCareNot
Jan 28, 2026
In order to speak with intelligence one must first be intelligent
In order to speak with intelligence one must first be intelligent
Sarcastic jab at someone's intelligence, likely directed at another commenter or public figure.
@margaretwiggins5713
Mar 4, 2025
Who's stupid enough to go across the border dam
Who's stupid enough to go across the border dam
The comment uses sarcastic/rhetorical language ('Who's stupid enough') to mock border crossing, likely satirizing immigration discourse.
Humor / Satire
0.75
jkbca
Jan 28, 2026
What a dirty speech..you can hear the green vom1t he has eaten before he gave this. Someone exorcise him.
What a dirty speech..you can hear the green vom1t he has eaten before he gave this. Someone exorcise him.
Uses exaggerated, crude imagery and sarcasm to mock the speaker, blending satire with moral condemnation.
@seacowDUGONG
Mar 4, 2025
2:47 Indians can't drive. What did you expect from them? Look how they drive in Punjab 😂
2:47 Indians can't drive. What did you expect from them? Look how they drive in Punjab 😂
Stereotyping Indian driving through sarcastic joke format, using ethnic generalization as comedic device with emoji signaling irony.
sfinx69
Jan 28, 2026
They eating poop😂omg ha ha ha
They eating poop😂omg ha ha ha
Crude joke with laughing emojis, likely satirical or offensive commentary on cultural practices.
Humor / Satire
0.75
aishaabdirahman517
Jan 28, 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)