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
We call it Brambladesh
We call it Brambladesh
Uses a derogatory nickname ('Brambladesh') as sarcastic commentary, likely mocking demographic changes through wordplay.
Karen-sm7oe
Jan 29, 2026
Oh, is he threatening to not buy even more of the products hes not buying as per existing agreement? \n\nTip: threatening to take away something I dont have, is not as effective as you might …
Oh, is he threatening to not buy even more of the products hes not buying as per existing agreement? \n\nTip: threatening to take away something I dont have, is not as effective as you might think
Commenter uses sarcasm and ironic logic to mock Trump's tariff threats, suggesting they lack credibility or effectiveness.
@springbloom5940
Mar 4, 2025
lol ? good trump going to win
lol ? good trump going to win
Brief, joking comment expressing approval through casual, ironic tone.
Humor / Satire
0.85
@yatusabes9616
Mar 4, 2025
So cute it is a video of a angry puppy.
So cute it is a video of a angry puppy.
Uses sarcasm and humor to mock the video subject, comparing them to an angry puppy in dismissive jest.
@phillipmullis7904
Mar 4, 2025
donald duck seems even smarter than donald trump.....
donald duck seems even smarter than donald trump.....
Sarcastic comparison using a cartoon character to mock Trump's intelligence.
Humor / Satire
0.85
@enversimon6668
Mar 4, 2025
The white guy was a savage about lindus eating poo😂
The white guy was a savage about lindus eating poo😂
Laughing emoji response to offensive stereotyping, treating the comment as comedic rather than serious.
Humor / Satire
0.85
zamborghini89
Mar 2, 2026
Even the indians are sick of indians, they tell me everyday 😂
Even the indians are sick of indians, they tell me everyday 😂
Uses joking tone and emoji to make a satirical comment about in-group criticism, though it relies on ethnic stereotyping.
oddjob8051
Feb 26, 2026
8:17 😂 he kept it real
8:17 😂 he kept it real
Uses emoji and casual language to express approval of someone 'keeping it real,' employing humor and irony about the video content.
lordhanma6642
Feb 26, 2026
The white guy on the bike needs mental health treatment immediately and his high school diploma should be revoked requiring him to retake world history. He’s a little confused about good white people.😂
The white guy on the bike needs mental health treatment immediately and his high school diploma should be revoked requiring him to retake world history. He’s a little confused about good white people.😂
Uses sarcasm and mockery (emoji, 'a little confused') to critique someone's views on race, combining humor with identity-based commentary.
LaylaMcCoy-y1v
Jan 28, 2026
“i’m not your friend, guy”… i wonder what trump is thinking
“i’m not your friend, guy”… i wonder what trump is thinking
Uses a South Park reference ('i'm not your friend, guy') as ironic commentary on political tensions, with speculation about Trump's reaction.
@dimakcorvette
Mar 4, 2025
That bike dude!!!!🎉🎉🎉🎉🎉😂
That bike dude!!!!🎉🎉🎉🎉🎉😂
Enthusiastic, celebratory comment with emojis about a bike, likely joking or expressing excitement about video content.
Humor / Satire
0.85
summer77abc
Jan 28, 2026
That guy on the bicycle has probably never travelled out of Canada and probably only met 2-3 Africans yet he says he hates them 😂😂😂
That guy on the bicycle has probably never travelled out of Canada and probably only met 2-3 Africans yet he says he hates them 😂😂😂
Mocks someone in the video for expressing hatred toward Africans despite limited exposure, using ironic laughter.
ByTruth888
Jan 28, 2026
😂 So racist people are LOSING to immigrants
😂 So racist people are LOSING to immigrants
Uses sarcastic emoji and framing to mock anti-immigrant sentiment, presenting it as a joke about 'racist people losing.'
protogoniascension
Jan 28, 2026
The way he talks to Donald is hilariously like a parent telling a child they're doing something idiotic. He's right, but it doesn't make it any less funny and sad that Donald Trump is someone …
The way he talks to Donald is hilariously like a parent telling a child they're doing something idiotic. He's right, but it doesn't make it any less funny and sad that Donald Trump is someone you have to talk like he's a 5 year old to.
The comment uses sarcasm and ironic humor to critique Trump's intelligence by comparing him to a child, while also commenting on the video's tone.
@kyleohara8700
Mar 4, 2025
As an Indian, the smuggler getting late is peak typical Indian behaviour
As an Indian, the smuggler getting late is peak typical Indian behaviour
Uses ethnic stereotyping humorously to comment on a video participant's behavior, framing it as cultural observation.
KomalPatel
Jan 29, 2026
Blistering ??????????????
Blistering ??????????????
Single word 'Blistering' with multiple emoji punctuation marks appears to be sarcastic/ironic commentary on the video content.
Humor / Satire
0.85
@TruthNewton
Mar 4, 2025
Donny F'd around with tariffs against Canada,now,he's getting ready to find out,the hard way.
Donny F'd around with tariffs against Canada,now,he's getting ready to find out,the hard way.
Uses sarcastic wordplay ('F'd around and find out') to mock Trump's tariff actions against Canada in a humorous tone.
@davidsmith385
Mar 4, 2025
“The Indians are generally a dirty people.” Tyler trying his hardest not to laugh.
“The Indians are generally a dirty people.” Tyler trying his hardest not to laugh.
Sarcastic commentary on a stereotypical statement made in the video, with ironic observation about the speaker's reaction.
ion6538
Jan 29, 2026
The guy with the vest an helment was the star of this video. 😂
The guy with the vest an helment was the star of this video. 😂
Commenter is making a humorous observation about a person in the video, using emoji to indicate joking tone.
VapMB123
Jan 29, 2026
You from Europe 😂😂😂
You from Europe 😂😂😂
Commenter is making a joking observation about someone's perceived European origin, using laughing emojis to signal humor.
RahulRahul-i2g3b
Jan 29, 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)