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
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
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
Trudeau definitely would fit right in at CNN when he gets the boot?
Trudeau definitely would fit right in at CNN when he gets the boot?
Sarcastic prediction that Trudeau would fit well at CNN, using ironic commentary about his political future.
Humor / Satire
0.75
@creepyrs3
Mar 4, 2025
Oh God Bless America's next 3.7 years.
Oh God Bless America's next 3.7 years.
Sarcastic invocation of divine blessing for America's next 3.7 years, implying criticism through ironic tone.
Humor / Satire
0.75
@brownasianity
Mar 4, 2025
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
Canada is cooked
Canada is cooked
Colloquial slang expression suggesting Canada is 'finished' or ruined, likely meant as sarcastic commentary rather than literal analysis.
jamesbennett3161
Feb 16, 2026
I am as racist as the next guy 😂😂😂😂
I am as racist as the next guy 😂😂😂😂
Self-deprecating or ironic humor about personal prejudice, using laughter emojis to signal satirical intent.
KraalBonkowitz
Feb 17, 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
I like that guy with a bicycle lol Speaks like how all Canadians think
I like that guy with a bicycle lol
Speaks like how all Canadians think
The comment uses humor and sarcasm to mock a stereotype about Canadian identity and behavior.
billjackson-mk7fw
Feb 16, 2026
Ooppps many have not read teumps child hood and his business history and personality, kneel before him and he will make you lick his belly button.
Ooppps many have not read teumps child hood and his business history and personality, kneel before him and he will make you lick his belly button.
Uses sarcastic, crude humor to mock Trump and his supporters, with absurdist imagery rather than substantive critique.
@mexicanosxelmundo7774
Mar 4, 2025
Go to surrey bc lol the fastest way from India to China is the alexfraser bridge.
Go to surrey bc lol the fastest way from India to China is the alexfraser bridge.
Sarcastic geographic joke about Surrey BC and Indian immigration, using absurdist humor to critique demographic patterns.
ac3v3n0m9
Jan 27, 2026
Putin, compramat…..Trump
Putin, compramat…..Trump
Cryptic, fragmented comment using shorthand (compramat, Putin, Trump) in apparent satirical or sarcastic manner.
Humor / Satire
0.75
@karenconley9807
Mar 4, 2025
Trump is setting forth plans for a new world order. Zig Hail the Tangerine Tyrant.
Trump is setting forth plans for a new world order. Zig Hail the Tangerine Tyrant.
Uses sarcastic language ('Zig Hail the Tangerine Tyrant') to mock Trump, though it also contains an unverified conspiracy claim about a 'new world order.'
@OGMrE
Mar 4, 2025
Did somebody just got slap
Did somebody just got slap
Uses humorous reference to a slapping incident, likely commenting on the video content or a recent event.
@furreal8625
Mar 4, 2025
Guy with bike is so BASED
Guy with bike is so BASED
Uses internet slang ('BASED') to humorously praise someone in the video, likely referencing their political stance.
3rdnewjerseyregiment974
Feb 25, 2026
Talking about hygiene while these white folks don't wash their @$$e$ 😂😂😂.. smh...
Talking about hygiene while these white folks don't wash their @$$e$ 😂😂😂.. smh...
Uses sarcasm and joking tone to mock hygiene stereotypes while making an ethnic comparison, blending humor with identity-based framing.
izajahmed8863
Feb 17, 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
How bout that a Fucking LEADER
How bout that a Fucking LEADER
Sarcastic exclamation praising leadership with profanity for emphasis, likely ironic commentary on the video subject.
@elijahsidney3633
Mar 4, 2025
Let see who blinks first Mr. TRUDUE
Let see who blinks first Mr. TRUDUE
Commenter uses a playful taunt ('who blinks first') and misspells Trudeau's name sarcastically, suggesting ironic commentary on the standoff.
Humor / Satire
0.75
@BULITAS01
Mar 4, 2025
Trump is scared to PUTIN ???American Gay President Trump ???
Trump is scared to PUTIN ???American Gay President Trump ???
Uses absurdist mockery and wordplay ('scared to PUTIN', 'Gay President') to ridicule Trump.
Humor / Satire
0.75
@duquerolly
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)