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
ThEy ThReAteNeD tO TuRn OfF OuR PoWeR aNd BoOeD oUr AnThEm. Literally STFU you threatened to invade our country for our resources and got into bed with a dictator. God americunts are stupid
ThEy ThReAteNeD tO TuRn OfF OuR PoWeR aNd BoOeD oUr AnThEm. Literally STFU you threatened to invade our country for our resources and got into bed with a dictator. God americunts are stupid
Uses mocking text formatting and sarcasm to critique American actions while comparing US-Canada relations, employing ironic commentary.
@D00GNUKEM.
Mar 4, 2025
Maybe the USA should become a new Canadian province. Go Canada!
Maybe the USA should become a new Canadian province. Go Canada!
Ironic/joking suggestion that the USA should become a Canadian province, expressing preference for Canada through satire.
@brigham2250
Mar 4, 2025
0:09 bro they just showed you how to spell
0:09 bro they just showed you how to spell
A sarcastic joke about the video content, using humor to comment on what was shown.
blu6116
Feb 27, 2026
USA is now the 47 Russian Oblast.
USA is now the 47 Russian Oblast.
Uses sarcastic hyperbole comparing the USA to a Russian territory as political commentary.
@bmartins1974
Mar 4, 2025
Always the homeless people who talk the most shit 😂
Always the homeless people who talk the most shit 😂
The comment uses humor and sarcasm to mock homeless people's commentary, employing a dismissive joke with an emoji.
Humor / Satire
0.85
ajax4801
Jan 28, 2026
Does treaudeau have a ballz.or are they in his stomach
Does treaudeau have a ballz.or are they in his stomach
Crude joke/insult about Trudeau using crude anatomical humor and sarcasm.
Humor / Satire
0.85
@simonlegrange5583
Mar 4, 2025
Diab has epilepsy…. of the eyes
Diab has epilepsy…. of the eyes
A sarcastic joke making fun of a specific minister using wordplay and insult humor.
Humor / Satire
0.85
huntercallan1458
Feb 27, 2026
THIS IS SO FUNNY
THIS IS SO FUNNY
Brief expression of amusement without substantive content; appears to be a reaction rather than argument.
Humor / Satire
0.85
turkialobidei3002
Jan 28, 2026
17:30 he just wanted to finesse the clippers for his own toes, im sure the sandal situation aint up to snuff for some time now
17:30 he just wanted to finesse the clippers for his own toes, im sure the sandal situation aint up to snuff for some time now
Makes a joking observation about a specific moment in the video regarding footwear.
Humor / Satire
0.85
MatthewK-i4w
Jan 27, 2026
It's cheap and the airports right there LOL
It's cheap and the airports right there LOL
Casual, joking tone with 'LOL' suggesting sarcastic or lighthearted commentary about location affordability.
Humor / Satire
0.85
complianceaves1120
Feb 3, 2026
Bro that bike guy must be eating poop that's why he is pooping form his mouth 😂😂
Bro that bike guy must be eating poop that's why he is pooping form his mouth 😂😂
The comment uses crude jokes and emojis to mock someone in the video, employing absurdist humor rather than substantive commentary.
Humor / Satire
0.85
user-mi2wv7fm6h
Feb 3, 2026
Ukrainians got comic who became a President, American got president who became a clown (White House is a circus now)
Ukrainians got comic who became a President, American got president who became a clown (White House is a circus now)
Uses ironic comparison between Ukraine and US leadership through comedic framing, satirizing Trump's presidency.
@al_tedson
Mar 4, 2025
Their IQ is higher than Trump's!😂😂😂😂😂😂
Their IQ is higher than Trump's!😂😂😂😂😂😂
Makes a humorous comparison between immigrants and Trump using multiple laughing emojis.
Humor / Satire
0.85
marthadaffue3430
Feb 24, 2026
They should also be given membership to Netflix, Paramount, Crave, Disney+, etc.
They should also be given membership to Netflix, Paramount, Crave, Disney+, etc.
Uses sarcasm to mock what the commenter perceives as excessive government benefits for immigrants.
Humor / Satire
0.85
patalberta5493
Feb 24, 2026
oh hell nah you know its bad for canada when tyler oliveira comes
oh hell nah you know its bad for canada when tyler oliveira comes
The comment uses casual, exaggerated language ('oh hell nah') to sarcastically react to a YouTuber's involvement, treating the topic as a joke rather than serious critique.
eggdawgg
Jan 30, 2026
Who else is in favor manditory vaccinations, lockdowns, bank siezures, no guns laws, printing money, under the table workers, undercut wages, inflated housing, drug epidemics, men in womans sport, elitists and corperatecracy ??? i love …
Who else is in favor manditory vaccinations, lockdowns, bank siezures, no guns laws, printing money, under the table workers, undercut wages, inflated housing, drug epidemics, men in womans sport, elitists and corperatecracy ??? i love it.. keep up the good work
Heavy sarcasm listing controversial policies with mock enthusiasm ('i love it.. keep up the good work'), critiquing government through ironic inversion.
@formetuno
Mar 4, 2025
That guy on the bike is a Canadian hero 😂
That guy on the bike is a Canadian hero 😂
Ironic or joking reference to someone in the video as a 'Canadian hero' with laughing emoji, using humor to comment on the content.
Humor / Satire
0.85
Geebagmcmuffin
Jan 27, 2026
Bike guy is basically all our thoughts coming out loud! 😅
Bike guy is basically all our thoughts coming out loud! 😅
Uses emoji and casual language to humorously suggest the bike guy expressed shared sentiments, with a tone of agreement and amusement.
caroline8733
Feb 3, 2026
after watching this i am probably on the watchlist of the verfassungsschutz
after watching this i am probably on the watchlist of the verfassungsschutz
Uses dark humor to joke about being flagged by authorities for watching the video, with ironic commentary on content moderation.
quaffie
Feb 3, 2026
You found the one based guy in all of Canada. Legend
You found the one based guy in all of Canada. Legend
Sarcastic praise calling someone a 'based guy' and 'legend' in response to immigration content, using internet slang ironically.
Ecumenomachy
Jan 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)