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
When I saw the mattress my immediate thought: DO NOT SIT ON IT TYLER (bed bugs and lice)!!
When I saw the mattress my immediate thought: DO NOT SIT ON IT TYLER (bed bugs and lice)!!
Makes a joking warning about the mattress shown in the video, using humorous exaggeration.
DavidMalcolmCurrie
Jan 27, 2026
????? A dumfuq elected by dumerfuqs ♨?+?
????? A dumfuq elected by dumerfuqs ♨?+?
Uses crude sarcasm and name-calling to mock voters and a political figure.
@DougguoD
Mar 4, 2025
FATIGUEEEE SAAAR
FATIGUEEEE SAAAR
The comment appears to be a meme-style joke or parody, using exaggerated accent/dialect mimicry for comedic effect.
Humor / Satire
0.72
BootLip
Jan 29, 2026
Lol schmuck bring in 10 million more im fine ill move out canada soon
Lol schmuck bring in 10 million more im fine ill move out canada soon
Uses sarcasm and ironic tone to mock immigration policy while expressing personal intent to leave Canada.
andyman762
Jan 19, 2026
Sounds like a desperate mfer
Sounds like a desperate mfer
Brief sarcastic jab using slang to mock someone's desperation, likely about Trudeau.
Humor / Satire
0.72
@alexab1109
Mar 4, 2025
Merci Monsieur Trudeau!! sauf que Trump is not SMART at ALL!! he is just DUMM
Merci Monsieur Trudeau!! sauf que Trump is not SMART at ALL!! he is just DUMM
Sarcastic praise of Trudeau combined with dismissive name-calling of Trump; uses humor and exaggeration to critique political figures.
@pierreblattner4527
Mar 4, 2025
Takes a Dictator to Know one eh Turdeau
Takes a Dictator to Know one eh Turdeau
Sarcastic insult comparing Trudeau to a dictator using wordplay ('Turdeau'), with dismissive tone.
@3RDPM
Mar 4, 2025
This is so embarassing! Sorry world that ten years of propaganda further brain-rotted an already low IQ population into rallying behing a greasy orange scumbag.
This is so embarassing! Sorry world that ten years of propaganda further brain-rotted an already low IQ population into rallying behing a greasy orange scumbag.
Uses sarcasm and exaggerated insults to mock a population's political choices while asserting national embarrassment.
@staciekirkland3922
Mar 4, 2025
is there another pimplehead that can shoot straight?
is there another pimplehead that can shoot straight?
Commenter uses crude humor and sarcasm ('pimplehead') to mock a political figure, employing satirical language rather than substantive critique.
Humor / Satire
0.72
@pierrebordeleau8124
Mar 4, 2025
we got tyler the mexican
we got tyler the mexican
Brief joking reference to a person or character, likely mocking or playful commentary about the video or discussion.
khaledelhoushi8834
Jan 27, 2026
So what is ding dong donnie doing to help his citizens?
So what is ding dong donnie doing to help his citizens?
A sarcastic rhetorical question criticizing another leader's actions with a mocking tone.
@nbwelsh
Mar 4, 2025
Listen 🐷They work hard not like your youth 🏳️🌈who are still finding their gender and Ready to become 51 state of America 😂😂😂😂
Listen 🐷They work hard not like your youth 🏳️🌈who are still finding their gender and Ready to become 51 state of America 😂😂😂😂
Uses sarcasm and emoji mockery to critique Canadian youth while praising immigrant work ethic, blending satire with identity-based commentary.
kumarshashank2094
Jan 27, 2026
Indian replaced by white and then white replaced by indians lmao
Indian replaced by white and then white replaced by indians lmao
Uses ironic 'lmao' tone to comment on demographic succession and replacement, blending satire with identity-based observation.
dojadog1337
Jan 27, 2026
Come on in theres room in the dumpster
Come on in theres room in the dumpster
Uses sarcastic/hostile imagery (dumpster) to mock Canada's capacity to accept immigrants, blending dark humor with xenophobic sentiment.
Mike-y9l2m
Jan 6, 2026
trumpet he a d----- head
trumpet he a d----- head
Crude insult presented in casual, dismissive tone typical of internet mockery and name-calling.
Humor / Satire
0.70
@minhcuong4206
Mar 4, 2025
They don't seem to be eating poo here like they do in there own country 🤣
They don't seem to be eating poo here like they do in there own country 🤣
Crude joke with emoji suggesting sarcasm, though contains a dehumanizing stereotype presented as humor.
AlexGypsy-k6x
Mar 2, 2026
Is there 7 11 in Canada enter America u will be deported
Is there 7 11 in Canada enter America u will be deported
The comment uses stereotyping and sarcasm about 7-Eleven and deportation, likely intended as dark humor rather than factual claim.
14_19a
Mar 1, 2026
23:18 come on down, bring your credit card. Quick service.
23:18 come on down, bring your credit card. Quick service.
Sarcastic commentary on immigration processing, using ironic language about credit cards and quick service.
Humor / Satire
0.70
visibletoallusers9775
Sep 5, 2025
?? 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
Nossa ...fez cocô no ônibus? 🤮🤢
Nossa ...fez cocô no ônibus? 🤮🤢
Portuguese-language comment using crude humor and disgust emojis to mock immigrant behavior, blending satire with negative stereotyping.
Vidaquesegue28
Feb 21, 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)