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
Don't get me wrong, I like curry, but now that we have the recipe
Don't get me wrong, I like curry, but now that we have the recipe
Sarcastic comment implying immigrants are no longer needed once their cultural contributions (recipes) are adopted, using humor to express xenophobic sentiment.
masteryoda3035
Jan 27, 2026
LOL IT WAS DUE
LOL IT WAS DUE
Cryptic laughing response, likely sarcastic commentary on the video's content or timing.
Humor / Satire
0.70
WASUPMYNIG
Jan 28, 2026
19:02 scared Bih 😂😂
19:02 scared Bih 😂😂
Laughs at a specific moment in the video (19:02) with minimal substantive content, primarily comedic reaction.
Kalpana.Lakshmanan
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
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
They are literally everywhere 🤣5 million to every country and 500 million would still be left
They are literally everywhere 🤣5 million to every country and 500 million would still be left
Sarcastic/joking comment about Indian population numbers using emoji, though with underlying demographic anxiety.
spacemonkey5295
Sep 23, 2025
She likes fatooli and kabooch in her salad, she says
She likes fatooli and kabooch in her salad, she says
A lighthearted, possibly sarcastic comment about food preferences that appears to mock or jest about cultural stereotypes.
Humor / Satire
0.70
noblewarrior4776
Feb 27, 2026
imagine the smell
imagine the smell
Brief, crude joke likely referencing cultural stereotypes about food or people, using humor as commentary.
Humor / Satire
0.70
cj-ze3zi
Nov 4, 2025
Who needs friends!
Who needs friends!
Sarcastic one-liner responding to trade conflict rhetoric, using irony to critique the deteriorating US-Canada relationship.
Humor / Satire
0.70
@felipemoya9992
Mar 4, 2025
😂😂😂 💩 jeets
😂😂😂 💩 jeets
Dismissive emoji reaction with ethnic slur used sarcastically or mockingly.
Humor / Satire
0.70
KyleUno-m5c
Jan 29, 2026
Minneapolis.. have the samolis move to this area.. then you can get the ice to start leaving 😮
Minneapolis.. have the samolis move to this area.. then you can get the ice to start leaving 😮
Uses sarcastic/ironic suggestion about relocating Somali immigrants to Minneapolis, mixing ethnic stereotyping with satirical tone.
chaosticalz
Jan 28, 2026
Lets MAGA he said...
Lets MAGA he said...
Sarcastic reference to 'MAGA' slogan in apparent mockery of American political rhetoric.
@p0werl0ve
Mar 4, 2025
oooooo soooo powerful ?
oooooo soooo powerful ?
Sarcastic expression of mock awe using elongated vowels and question mark, questioning the significance of Canada's position.
Humor / Satire
0.70
@PeridotTrading
Mar 4, 2025
HaNUUUUUUman
HaNUUUUUUman
Nonsensical exclamation with exaggerated spelling, likely intended as absurdist humor or trolling.
Humor / Satire
0.70
Cobenator
Jan 27, 2026
?? sounds like a good move trump he’s big mad
?? sounds like a good move trump he’s big mad
Uses sarcasm and casual tone to comment on Trump's reaction to policy decisions.
Humor / Satire
0.70
@giolove9453
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
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
It's Mr President not Donald.....
It's Mr President not Donald.....
Sarcastic correction about Trump's title, likely mocking the previous commenter's disrespect.
@JR-xz6vd
Mar 4, 2025
and he would not dare say it to Trumps face its easy to hide and run your mouth try to grow a pair then say it to his face lol
and he would not dare say it to Trumps face its easy to hide and run your mouth try to grow a pair then say it to his face lol
Uses sarcastic mockery and taunting language to criticize someone's courage or authenticity.
Humor / Satire
0.70
@carol-t9s
Mar 4, 2025
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
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)