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
Canada is the new New deli
Canada is the new New deli
Sarcastic comparison of Canada to New Delhi, mocking demographic changes through ironic wordplay.
mojomojo2
Feb 12, 2026
One immigrants complaining another. 😂
One immigrants complaining another. 😂
Uses humor and emoji to mock immigrant-on-immigrant conflict, with underlying identity framing.
naveenvardhan5548
Feb 27, 2026
I'm surprised he could find that many white people in Brampton.
I'm surprised he could find that many white people in Brampton.
Sarcastic comment about racial demographics in Brampton using ironic surprise.
joerocket1977
Feb 12, 2026
Markets on the rise turdo!!!
Markets on the rise turdo!!!
Sarcastic nickname ('turdo') and ironic celebration of market gains, mocking the Prime Minister.
Humor / Satire
0.75
@WinX4206
Mar 4, 2025
How about Trump dismantling something worth doing : Scientology, there he'll score some points
How about Trump dismantling something worth doing : Scientology, there he'll score some points
Sarcastic suggestion that Trump should dismantle Scientology instead, using ironic framing for comedic effect.
Humor / Satire
0.75
@MM180.9
Mar 4, 2025
Sorry Mr Trudeau, but Trump is NOT a very smart guy. He is dumber than stupid!
Sorry Mr Trudeau, but Trump is NOT a very smart guy. He is dumber than stupid!
Hyperbolic insult directed at Trump using exaggerated language ('dumber than stupid') that reads as sarcastic commentary rather than serious political analysis.
Humor / Satire
0.75
@sdi1111
Mar 4, 2025
I find more Indians with Canadian flag in Roblox than the actual canadians 💀
I find more Indians with Canadian flag in Roblox than the actual canadians 💀
Uses ironic observation and emoji to satirize the perceived overrepresentation of Indians in online spaces versus 'actual Canadians.'
Shia-pakistani
Feb 12, 2026
Flip flops in winter is wild
Flip flops in winter is wild
Humorous observation about cultural/climate adaptation practices, using ironic tone to comment on immigrant behavior.
Humor / Satire
0.75
DSSASAB4
Jan 27, 2026
Next do Russian indian invasion
Next do Russian indian invasion
Sarcastically requests the creator make a video about 'Russian Indian invasion,' mocking the framing of immigration as an 'invasion.'
rosewahu7173
Feb 13, 2026
😂😂 lmao wow the guy on the bike 😩lol . If he knew how many black people invented so many things we use.
😂😂 lmao wow the guy on the bike 😩lol
. If he knew how many black people invented so many things we use.
Uses humor and laughter emojis while making a point about Black contributions to society, blending satire with moral argument.
mimijanvier
Feb 13, 2026
Then the United States of America will fall. No big deal. Two hundred plus years was a pretty good run. Let me know when we start getting warlords in the US. I want too apply …
Then the United States of America will fall. No big deal. Two hundred plus years was a pretty good run. Let me know when we start getting warlords in the US. I want too apply for the position.
Darkly humorous prediction of US collapse framed as inevitable, mixing apocalyptic tone with sarcastic job application.
@alkhemi8175
Mar 4, 2025
Скоро маскву будут так сделать 😅 мовзеле будет стоять памятник нареда Моди.
Скоро маскву будут так сделать 😅 мовзеле будет стоять памятник нареда Моди.
Satirical Russian-language comment predicting Moscow will become like Canada with a Modi monument, mocking demographic change.
Ndefendr
Feb 14, 2026
Bro just exposed the whole Brampton 😂😂😂.... Those drivers are worst-ever...
Bro just exposed the whole Brampton 😂😂😂.... Those drivers are worst-ever...
Makes a joking reference to a specific city's driving reputation, using humor to stereotype a community.
zakiahmed376
Feb 14, 2026
Intelligence man , ? for Trudeau
Intelligence man , ? for Trudeau
Sarcastic questioning of Trudeau's intelligence using ironic praise, mixing identity-based criticism with satirical tone.
@OraBugaj-l8g
Mar 4, 2025
Canada go to New Jersey
Canada go to New Jersey
Absurdist suggestion to relocate Canada, likely sarcastic commentary on immigration or policy.
Humor / Satire
0.75
josepaulloor6449
Feb 5, 2026
At least they’re working not acting busy with phones and saying our wives are working 😂
At least they’re working not acting busy with phones and saying our wives are working 😂
Uses humor and sarcasm to defend immigrants' work ethic compared to others, with an ironic tone.
Monkey-D-Luffy27
Jan 27, 2026
they don’t like eating poops like their own country hahahha 😂
they don’t like eating poops like their own country hahahha 😂
Uses crude humor and sarcasm to mock immigrants, with identity-based stereotyping underlying the joke.
JanRayGama
Feb 15, 2026
Besides everything, but Carney soo worried about our gas vehicles does he fly with Electric Aircraft or balloons
Besides everything, but Carney soo worried about our gas vehicles does he fly with Electric Aircraft or balloons
Sarcastic critique using hyperbolic comparison (electric aircraft/balloons) to mock perceived hypocrisy in environmental policy.
angeladivetta7617
Feb 27, 2026
thats CaNDIA now
thats CaNDIA now
Brief sarcastic comment playing on the word 'Canada' with altered spelling, likely mocking the video's framing.
Humor / Satire
0.75
maybenotshivanshu
Feb 6, 2026
"Fortune favours the bold". Runs away. Glad you lived to film another day Tyler. Stay safe. Also 'operation human trafficking lets go' hilarious.
"Fortune favours the bold". Runs away. Glad you lived to film another day Tyler. Stay safe. Also 'operation human trafficking lets go' hilarious.
Uses ironic praise and sarcasm ('hilarious') to comment on the creator's safety and the video's framing of human trafficking, mixing humor with concern.
buddingnaturalist
Feb 15, 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)