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
Singh Hortons
Singh Hortons
Wordplay combining 'Singh' (Indian surname) with 'Tim Hortons' as satirical commentary.
Humor / Satire
0.85
SlightlyUnhingedd
Jan 27, 2026
As a heritage Canadian, all I can say is: "ain't nobody got time for Singh Hortons".
As a heritage Canadian, all I can say is: "ain't nobody got time for Singh Hortons".
Makes a sarcastic pun combining 'Singh' (common Indian surname) with 'Tim Hortons' to mock Indian immigration in a joking manner.
gtahackerhunter
Jan 27, 2026
6:55 the Indians give the Hasidic s run for their money on driving skills lmfaoooooo
6:55 the Indians give the Hasidic s run for their money on driving skills lmfaoooooo
Commenter makes a joking comparison about driving skills between ethnic groups, using casual slang and emoji.
MrMlbfan6
Jan 27, 2026
How about Trump files for Ch. 11 for a 3rd time but this time the whole country.
How about Trump files for Ch. 11 for a 3rd time but this time the whole country.
Uses sarcastic joke comparing Trump's bankruptcy history to potential national economic collapse.
Humor / Satire
0.85
@Rotten-Radish
Mar 4, 2025
Looks like London 😂
Looks like London 😂
Joking comparison of the location to London, using emoji to signal sarcastic tone about demographic change.
olivercbmcman28
Jan 27, 2026
From “you will eat da bugs” to “I eat da poo poo”
From “you will eat da bugs” to “I eat da poo poo”
Uses meme-like satirical phrasing to mock or comment on the video's narrative.
Humor / Satire
0.85
Aegis_Seven
Jan 27, 2026
Dickhead Trump! ?
Dickhead Trump! ?
Brief insult presented as crude humor or venting rather than substantive argument.
Humor / Satire
0.85
@johnbleakley4125
Mar 4, 2025
Governor Trudeau
Governor Trudeau
Derisive nickname ('Governor Trudeau') used sarcastically to mock Trudeau's authority or status.
Humor / Satire
0.85
@ashishb
Mar 4, 2025
Wow, the whole 10 people deported! In how much time? "Good" job, Canada!
Wow, the whole 10 people deported! In how much time? "Good" job, Canada!
Uses sarcasm and irony ('Wow,' 'Good' in quotes) to mock the minimal scale of deportations, critiquing government action through comedic understatement.
@dmart3607
Feb 19, 2026
It could be worse. They could be throwing shit at each other.
It could be worse. They could be throwing shit at each other.
Darkly humorous, sarcastic comment using exaggeration to mock or deflate the tone of the discussion.
Humor / Satire
0.85
fat_ninja9569
Jan 27, 2026
Now do Inside Canada's French Invasion video 🐖
Now do Inside Canada's French Invasion video 🐖
Uses sarcastic tone and emoji to mock the video's premise by suggesting a parallel 'French invasion' narrative.
MrBank-hc1jg
Jan 27, 2026
It's hilarious to hear the original invaders complain about new invaders. 5:15 That dude is super racist. 😂 🙏🏾
It's hilarious to hear the original invaders complain about new invaders. 5:15 That dude is super racist. 😂 🙏🏾
Uses ironic humor and sarcasm to critique European settlement history while calling out racism, employing comedic framing with emojis.
blackjesus6433
Feb 28, 2026
I vibe with that guy on the bike lmaoooo
I vibe with that guy on the bike lmaoooo
Casual, humorous comment expressing amusement at a person featured in the video.
filetransfer5383
Jan 27, 2026
The guy on the bike is all of us
The guy on the bike is all of us
A relatable joke using ironic identification with a character in the video.
Humor / Satire
0.85
ninthplace
Jan 27, 2026
Average Raptors fan circa 2019
Average Raptors fan circa 2019
A cultural reference joke comparing the video subject to Toronto Raptors fans from 2019.
Humor / Satire
0.85
devonslater5470
Jan 27, 2026
Trudeau the Feminist Tough Guy ???
Trudeau the Feminist Tough Guy ???
Sarcastic mockery of Trudeau's public image using ironic characterization and emoji.
Humor / Satire
0.85
@denniss8048
Mar 4, 2025
That was the nicest racist ever! I like that dude! 💯
That was the nicest racist ever! I like that dude! 💯
Uses ironic praise ('nicest racist') to satirize or mock someone's behavior through contradictory characterization.
Humor / Satire
0.85
thelongboardingbear
Jan 27, 2026
🤣🤣🤣Innada🤣🤣🤣
🤣🤣🤣Innada🤣🤣🤣
Laughing emojis with minimal text suggest amusement or mockery rather than substantive commentary.
Humor / Satire
0.85
JEROMELEE09
Jan 28, 2026
Buddy just exposed the smuggler LMAOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO
Buddy just exposed the smuggler LMAOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO
Commenter uses humor and excessive laughter to mock the video creator for allegedly exposing human smuggling operations.
Humor / Satire
0.85
BeardedPilot
Jan 27, 2026
First it was the poop video and now this😂😂 Double down
First it was the poop video and now this😂😂
Double down
Uses sarcasm and emojis to mock the video's controversial nature, referencing previous controversial content.
McjacobsMunyangiri
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)