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
TURD WURLD PROBLEMS MON
TURD WURLD PROBLEMS MON
Uses mocking slang ('TURD WURLD PROBLEMS') and sarcasm to ridicule immigrants or immigration discourse through crude humor.
Humor / Satire
0.88
joepipito7431
Aug 26, 2025
I thought I was sightseeing India!😂
I thought I was sightseeing India!😂
Uses joking tone with emoji to sarcastically comment on the video's content or setting.
Humor / Satire
0.88
marthadaffue3430
Feb 24, 2026
What the heck. You're so crazy! Lol
What the heck. You're so crazy! Lol
Lighthearted, joking response to the video using casual language and laughter indicators.
Humor / Satire
0.88
Sean.Acebedo
Jan 28, 2026
i had an old coworker whose US visa ran out so he had to move to canada. i caught up with him and asked him what he thought of canada. his response 'i hate it …
i had an old coworker whose US visa ran out so he had to move to canada. i caught up with him and asked him what he thought of canada. his response 'i hate it here... too many indians" . the funniest part about this whole story is that he is indian himself
Uses ironic anecdote about an Indian person disliking Canada for having too many Indians to satirize demographic anxieties and in-group contradictions.
channelcolton
Jan 27, 2026
That bicycle guy was funny af holy crap it’s like he waited for this moment to totally unload 😂😂😂
That bicycle guy was funny af holy crap it’s like he waited for this moment to totally unload 😂😂😂
Humorously comments on a specific moment in the video, finding entertainment in someone's passionate delivery.
attache675
Jan 27, 2026
sadly...your speech is too long so as to be difficult for Trump to understand. Maybe try simple words and short sentences next time ?
sadly...your speech is too long so as to be difficult for Trump to understand. Maybe try simple words and short sentences next time ?
Uses sarcastic mockery of Trump's intelligence and communication abilities as a joke about the speaker's presentation.
@Nathan-f8y4h
Mar 4, 2025
Africans were just chilling and then boooom😂
Africans were just chilling and then boooom😂
Joking commentary using emoji and casual phrasing to make light of a topic.
Humor / Satire
0.88
militarypower846
Jan 27, 2026
Namaste Sir. Why don't u like us sir? We just eat samosa sir and mind our own business sir. Plz don't hate us sir because we love ur women sir. 😢 Jai shri ram 🚩
Namaste Sir. Why don't u like us sir? We just eat samosa sir and mind our own business sir. Plz don't hate us sir because we love ur women sir. 😢 Jai shri ram 🚩
Uses exaggerated stereotypical speech patterns and absurd claims (e.g., 'we love ur women') as satirical mockery of Indian immigrants.
KillerCorvo
Jan 28, 2026
In Canada we have two colloquial names for Bramption 1.) Bramladesh and 2.) Browntown (which if you say it fast sounds like you're just saying Brampton anyway)
In Canada we have two colloquial names for Bramption 1.) Bramladesh and 2.) Browntown (which if you say it fast sounds like you're just saying Brampton anyway)
Uses derogatory nicknames for Brampton as satirical commentary on Indian demographic presence, employing wordplay for comedic effect.
vibra7087
Jan 29, 2026
We call them timmigrants in these parts now days 🤣🤣
We call them timmigrants in these parts now days 🤣🤣
Uses wordplay ('timmigrants') and laughing emojis to make satirical commentary on immigration.
Humor / Satire
0.88
nathanalyward16
Jan 27, 2026
Ahhhh shit, here we go again!
Ahhhh shit, here we go again!
Expresses resigned anticipation using ironic humor, suggesting predictable negative commentary to follow.
Humor / Satire
0.88
dudeholycrap
Jan 27, 2026
Return to Sender - Elvis Presley
Return to Sender - Elvis Presley
Uses Elvis song reference as ironic commentary suggesting immigrants should be 'returned,' employing cultural humor to critique immigration policy.
Humor / Satire
0.88
CanadaGeneration-l8b
Feb 18, 2026
Are they being kidnapped 😂
Are they being kidnapped 😂
Sarcastic question with laughing emoji mocking the video's content or framing, using ironic commentary.
Humor / Satire
0.88
wjmartensen
Oct 3, 2025
Come do Australia 😂 Indistralia
Come do Australia 😂 Indistralia
Uses joking tone with emoji to make a satirical comparison between Canada and Australia regarding Indian immigration.
ProdigalInk
Jan 27, 2026
make america great britain again.
make america great britain again.
Sarcastic play on 'Make America Great Again' slogan, using ironic wordplay for political commentary.
Humor / Satire
0.88
@J0hnMilton
Mar 4, 2025
Walk quietly, and carry a big stick.
Walk quietly, and carry a big stick.
Uses the famous Theodore Roosevelt quote sarcastically or ironically in the context of geopolitical tensions.
Humor / Satire
0.88
@TheCally70
Mar 4, 2025
Trudeau, can you please come be US president?
Trudeau, can you please come be US president?
Humorous suggestion to swap leaders, using ironic comparison to express preference for Canadian leadership.
@aaronwest4923
Mar 4, 2025
Donald isn't a smart guy. That's the only wrong thing he said. LOL
Donald isn't a smart guy. That's the only wrong thing he said. LOL
Commenter uses sarcasm and humor to mock Trump's intelligence, with 'LOL' indicating ironic tone.
Humor / Satire
0.88
@ottophobia
Mar 4, 2025
Donald you're a very smart man ?? he kept a straight face saying that, well done!
Donald you're a very smart man ?? he kept a straight face saying that, well done!
Uses sarcasm to mock Trump's statement, praising him ironically for maintaining composure while making an absurd claim.
Humor / Satire
0.88
@lornahampson4954
Mar 4, 2025
You calling him “Donald” is a declaration of war. You were supposed to say something like “your excellency greatest president in history of the world Donald Trump”
You calling him “Donald” is a declaration of war. You were supposed to say something like “your excellency greatest president in history of the world Donald Trump”
Uses ironic exaggeration and sarcasm to mock the commenter's tone toward Trump, presenting absurd formal titles as a joke.
Humor / Satire
0.88
@Lzo7639
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)