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
Colonizing the colonizers❤ Proud of my khalistani brothers lol stay there😂
Colonizing the colonizers❤ Proud of my khalistani brothers lol stay there😂
Uses ironic/sarcastic framing ('colonizing the colonizers') with emojis to express support for immigrant presence.
HariPriyaSitaristEra
Feb 16, 2026
we will get that all from russia:D
we will get that all from russia:D
Sarcastic joke suggesting Russia as an alternative source, using humor to comment on geopolitical tensions.
Humor / Satire
0.75
@AS-tx7re
Mar 4, 2025
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
I love that he is not reading..
I love that he is not reading..
Uses ironic or sarcastic tone to mock the PM's behavior or communication style.
Humor / Satire
0.75
@svitak1987
Mar 4, 2025
RIP NAFTA ?
RIP NAFTA ?
Uses a question mark and acronym reference in a way that suggests ironic or sarcastic commentary about trade agreements.
Humor / Satire
0.75
@benbaker2965
Mar 4, 2025
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
LOL A WHITE MAN WHOSE ANCESTORS STOLE LAND FROM NATIVE AMERICANS
LOL A WHITE MAN WHOSE ANCESTORS STOLE LAND FROM NATIVE AMERICANS
Uses ironic all-caps and historical reference as sarcastic commentary on white settler hypocrisy.
hedykarim3614
Feb 26, 2026
Except hell be stepping down in a couple weeks and the next will be begging lmao?
Except hell be stepping down in a couple weeks and the next will be begging lmao?
Sarcastic/joking comment about political leadership changes, using humor to critique the situation.
@TheTheburger
Mar 4, 2025
WE AIN'T NEVA SCARED!!!
WE AIN'T NEVA SCARED!!!
Exclamatory phrase using colloquial slang in a celebratory/ironic tone, likely referencing a song or meme format.
Humor / Satire
0.75
@elmoduran2554
Mar 4, 2025
Hahaha. OK.
Hahaha. OK.
Brief dismissive laugh expressing skepticism or mockery of the preceding content.
Humor / Satire
0.75
@DER_KÄFER
Mar 4, 2025
Tubby cop got mad because he didnt get food first XDD
Tubby cop got mad because he didnt get food first XDD
Uses mocking tone and laughing emoji to make a joke about a police officer, likely referencing video content.
Humor / Satire
0.75
AWFUDGER
Jan 27, 2026
Big ol’ balls on Canada… ?
Big ol’ balls on Canada… ?
Colloquial expression of admiration using crude humor/slang to praise Canada's boldness.
Humor / Satire
0.75
@glucas5393
Mar 4, 2025
Yo Canada u offer nothing syrup nothing don’t start with us just don’t wer the ballin business men not u deal with it
Yo Canada u offer nothing syrup nothing don’t start with us just don’t wer the ballin business men not u deal with it
Uses dismissive, sarcastic tone with stereotypical references (syrup, business) in a mocking, incoherent style typical of satirical commentary.
@TheGabagool1
Mar 4, 2025
Look here, Trudeau, the scholar, speaking 2 languages. And isn't that French beautiful?
Look here, Trudeau, the scholar, speaking 2 languages. And isn't that French beautiful?
Sarcastic comment praising Trudeau's bilingualism and French language skills, with ironic tone suggesting criticism masked as compliment.
@BosBajC
Mar 4, 2025
WE ALL GOING TO END UP WITHOUT TEETH AND one-eyed ?
WE ALL GOING TO END UP WITHOUT TEETH AND one-eyed ?
Absurdist, exaggerated imagery about physical harm appears to be dark humor or sarcasm rather than literal threat prediction.
@catedrademocratica1869
Mar 4, 2025
Trump is a loser clown. The maga party will collaspe and it will be glorious
Trump is a loser clown. The maga party will collaspe and it will be glorious
Uses hyperbolic insults and sarcasm to mock Trump and predict the collapse of MAGA movement.
@SnappySnapfire
Mar 4, 2025
And a heaven for socialist too.
And a heaven for socialist too.
Sarcastic jab using ironic framing ('heaven for socialist') to critique immigration policy through mockery.
Hazara26
Feb 18, 2026
Trump is a clown!!!!\nAmerica needs a better president?
Trump is a clown!!!!\nAmerica needs a better president?
Dismissive characterization of Trump using exaggerated language and rhetorical questioning for comedic effect.
Humor / Satire
0.75
@Kamel718
Mar 4, 2025
What a fusing idiot
What a fusing idiot
Uses crude sarcasm and name-calling ('fusing idiot') to mock someone, employing humor/insult as commentary.
Humor / Satire
0.75
@gabriellondondo8155
Mar 4, 2025
Is it 2028 yet…..here in Chicago….\nWait ….its only been less than 2 months….
Is it 2028 yet…..here in Chicago….\nWait ….its only been less than 2 months….
Uses sarcastic commentary about time passing slowly, expressing impatience with current circumstances through ironic questioning.
@henzbikertv916
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)