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
Trump might have syphilis. But Canada will always be where Americans go on holiday when they can't afford a real vacation at Disney World.
Trump might have syphilis. But Canada will always be where Americans go on holiday when they can't afford a real vacation at Disney World.
Uses sarcasm and jokes to compare Canada favorably to the USA as a vacation destination.
@terrymockler
Mar 4, 2025
😂😂😂 wtf did he say about Africans
😂😂😂 wtf did he say about Africans
Expresses surprise/amusement at video content regarding Africans using laughing emojis and casual language.
iafricanicebear
Jan 27, 2026
If this wasn't reality happening, it would be a very interesting drama tv show to watch world politics right now.
If this wasn't reality happening, it would be a very interesting drama tv show to watch world politics right now.
Treats current geopolitical tensions as entertainment, using ironic detachment to comment on world politics.
Humor / Satire
0.85
@HerrGreencoat
Mar 4, 2025
I worked with a Punjabi guy and he was missing a thumb 😂
I worked with a Punjabi guy and he was missing a thumb 😂
A casual anecdote delivered with a laughing emoji, using dark humor about a coworker's physical characteristic.
johnwilliams2183
Jan 27, 2026
Justinder Truedeep legacy!!!
Justinder Truedeep legacy!!!
Uses phonetic mockery of the Prime Minister's name as satirical criticism of his political legacy.
AndySowyer
Feb 17, 2026
No new camel rebates?
No new camel rebates?
Absurdist joke using 'camel rebates' as sarcastic commentary on government programs.
Humor / Satire
0.85
Martin-dg8xy
Jan 14, 2026
The only part of this I didn’t agree with was when he called Trump smart. A flaming bag of hair clippings has more intelligence than Trump.
The only part of this I didn’t agree with was when he called Trump smart. A flaming bag of hair clippings has more intelligence than Trump.
Sarcastic insult of Trump using absurdist imagery, commenting on the video's content about Trudeau's statements.
@jpalvaro5394
Mar 4, 2025
Congratulations to Inada😂
Congratulations to Inada😂
Brief congratulatory message with laughing emojis suggesting ironic or sarcastic commentary on a political figure.
Humor / Satire
0.85
syatmel
Oct 6, 2025
Who voted for Donna Trumpelstiltskin again?
Who voted for Donna Trumpelstiltskin again?
Uses wordplay and mocking nickname ('Trumpelstiltskin') to satirize Trump through rhetorical questioning.
Humor / Satire
0.85
@KaskKreem
Mar 4, 2025
Montreal people know how notorious Motel Pierre is LOL should have called me 😂
Montreal people know how notorious Motel Pierre is LOL should have called me 😂
Makes a joking local reference to a Montreal motel, using humor to comment on the video's content.
pierrezzz7
Jan 27, 2026
White guy from Europe invades random Red Indian land and names it Canada 🇨🇦 . Years later, his ancestor comes around to make a video that real indians have invaded and might do to them, …
White guy from Europe invades random Red Indian land and names it Canada 🇨🇦 . Years later, his ancestor comes around to make a video that real indians have invaded and might do to them, what they did to the Red Indians 😂😂😂
Uses ironic humor and historical comparison to critique the hypocrisy of European descendants expressing concern about immigration replacing them.
wildforfreedom6614
Jan 27, 2026
Revenge for flirting with Melania ?
Revenge for flirting with Melania ?
Makes a joking, speculative comment about personal motivations using ironic framing.
Humor / Satire
0.85
@emilthomasg
Mar 4, 2025
🤦🏼♂️ what a fool. Time for an election.
🤦🏼♂️ what a fool. Time for an election.
Uses dismissive tone and eye-roll emoji to mock the subject while calling for an election.
@realchadlefevre
Feb 20, 2026
Okay. BYEEEEEEEEEEE!
Okay. BYEEEEEEEEEEE!
Sarcastic/dismissive comment using exaggerated goodbye, expressing sentiment through humor.
Humor / Satire
0.85
fuse4gaming
Jan 15, 2026
so your telling me I don't have to go to hell 🙄🤣
so your telling me I don't have to go to hell 🙄🤣
Uses sarcasm and ironic humor (religious reference with eye-roll emoji) to mock the video's content or immigration policy.
Humor / Satire
0.85
yartstee
Jan 6, 2026
Actual Canadian born citizens get 1 ply toilet paper for our tears.
Actual Canadian born citizens get 1 ply toilet paper for our tears.
Sarcastic complaint using absurdist humor to contrast treatment of citizens versus immigrants.
smashingpumpkins8775
Jan 15, 2026
The guy on the bike say it is safety but he got 2 locks for his bike😂😂
The guy on the bike say it is safety but he got 2 locks for his bike😂😂
Makes a lighthearted joke pointing out a contradiction in the video subject's behavior regarding safety claims.
Humor / Satire
0.85
Mo_Sports39
Jan 27, 2026
Australia has a favourite cuss word and it suits this Smith
Australia has a favourite cuss word and it suits this Smith
Uses sarcastic reference to Australian slang as a joke/insult directed at the politician.
Humor / Satire
0.85
@Davidelmhirst
Feb 20, 2026
Governor Trudo
Governor Trudo
Mocking nickname ('Governor Trudo') for Trudeau, using sarcasm to critique his authority or status.
Humor / Satire
0.85
@quietlightning4063
Mar 4, 2025
Wow everybody calling other races dirty 😂 I'm ☠️
Wow everybody calling other races dirty 😂 I'm ☠️
Uses humor and emoji to mock the prevalence of racial accusations in the comment section itself.
Humor / Satire
0.85
denisegriffin4343
Feb 25, 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)