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
Canada needs to invest in more elephants 🐘 😂
Canada needs to invest in more elephants 🐘 😂
Absurdist joke using emoji and non-sequitur logic for comedic effect.
Humor / Satire
0.90
xelav3775
Jan 27, 2026
Donald Dumb is his new name ??
Donald Dumb is his new name ??
Mocking wordplay on Trump's name ('Donald Dumb') presented as humorous commentary.
Humor / Satire
0.90
@max.Z22
Mar 4, 2025
As a Canadian masters student of African descent. I didn’t know my IQ was so low that I couldn’t hold an entry level job 😂😂😂
As a Canadian masters student of African descent. I didn’t know my IQ was so low that I couldn’t hold an entry level job 😂😂😂
Ironic self-deprecating response to racist claims about immigrant intelligence, using humor to critique discrimination.
astroflex4000
Feb 10, 2026
0:16 lmao poo from poomjabi
0:16 lmao poo from poomjabi
Ethnic slur presented as a joke/meme referencing video timestamp.
Humor / Satire
0.90
MarcellsWorldJjr
Feb 9, 2026
3:02 i need this to be the next tik tok sound bite trend
3:02 i need this to be the next tik tok sound bite trend
Joking comment about turning a video moment into a TikTok trend, using humor to comment on the content.
@maceyschroeder464
Mar 4, 2025
TRUMP is real life THANOS.? He is slightly more stupid though.?
TRUMP is real life THANOS.? He is slightly more stupid though.?
Sarcastic comparison of Trump to Thanos with humorous insult about intelligence.
Humor / Satire
0.90
@Freespch
Mar 4, 2025
the zoom in on the toes was diabolical 😭🙏🙏
the zoom in on the toes was diabolical 😭🙏🙏
Joking commentary about a specific moment in the video (zoom on toes) using humorous language and emojis.
ahmerfaisal4325
Feb 8, 2026
0:02 is that from the movie 🤣
0:02 is that from the movie 🤣
Brief joke about video content, questioning whether footage is from a movie rather than real footage.
brandonsaga3479
Feb 9, 2026
Aaabharrrr gareattt 5000000000000000000000000000 tarrrillion year old culture saaaaaar. Our oldeeeest reliziuuuum before the origin of the univaarassrse saaaaar Balieve me saaaar our 33 million gods are bher real saaaar Piroudddddd tanataniii, Jay hanugand, Ga) shreeee …
Aaabharrrr gareattt
5000000000000000000000000000 tarrrillion year old culture saaaaaar. Our oldeeeest reliziuuuum before the origin of
the univaarassrse saaaaar
Balieve me saaaar our 33 million gods are bher real saaaar Piroudddddd tanataniii, Jay hanugand, Ga) shreeee 2gb ram
Mocking parody of stereotypical Indian cultural/religious claims using exaggerated phonetics and absurdist humor to ridicule.
Humor / Satire
0.90
ijparekh2203
Feb 8, 2026
trudeau goin' gangsta! \n\n\n\n\n? ? ?
trudeau goin' gangsta! \n\n\n\n\n? ? ?
Playful slang comment with emojis mocking Trudeau's toughness, purely comedic in tone.
Humor / Satire
0.90
@alvinhenders
Mar 4, 2025
Donald Duck's smarter than this donald.
Donald Duck's smarter than this donald.
Sarcastic comparison using a cartoon character name as ironic commentary on intelligence.
Humor / Satire
0.90
@ccccen
Mar 4, 2025
This was an excellent speech. Can you imagine the dolt Trumpf actually having the language ability to give such a clear argument. \nNeither can I.
This was an excellent speech. Can you imagine the dolt Trumpf actually having the language ability to give such a clear argument. \nNeither can I.
Uses sarcasm and ironic comparison to mock Trump's communication abilities relative to Trudeau's speech.
Humor / Satire
0.90
@henrymcvey6538
Mar 4, 2025
52nd state! Governor Trudeau!
52nd state! Governor Trudeau!
Uses sarcastic framing comparing Canada to a US state as ironic commentary on political tensions.
@jonlivingstone
Mar 4, 2025
BRO ON THE BIKE LOST AF HAHA
BRO ON THE BIKE LOST AF HAHA
Joking commentary about someone on a bike being lost, unrelated to immigration policy.
Humor / Satire
0.90
SFSCSlabs
Feb 8, 2026
Elect a clown, expect a circus.
Elect a clown, expect a circus.
Uses a common idiom sarcastically to mock political leadership through humorous commentary.
Humor / Satire
0.90
@jamesbalentine8490
Mar 4, 2025
I love me some Canada Dry
I love me some Canada Dry
Joke referencing Canada Dry beverage brand rather than engaging with video content about Canadian policy.
@PeteChavez-b3o
Mar 4, 2025
Trump's gravesite will need a spit guard
Trump's gravesite will need a spit guard
Uses dark humor and sarcasm to mock Trump through a morbid joke.
Humor / Satire
0.90
@bugeyedfrog
Mar 4, 2025
Trump is NOT a smart man. Bag of hammers have more intellgience and use than Diaper Don!
Trump is NOT a smart man. Bag of hammers have more intellgience and use than Diaper Don!
Uses insulting humor and nicknames ('Diaper Don') to mock Trump's intelligence in a sarcastic manner.
Humor / Satire
0.90
@TRISTAM-i7j
Mar 4, 2025
0:01 PEAK INDIAN REPRESENTATION 😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂
0:01 PEAK INDIAN REPRESENTATION 😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂
Uses sarcasm and excessive emojis to mock representation, employing ironic commentary on diversity.
datpreto
Feb 27, 2026
Canada greatest country 😂😂😂😂
Canada greatest country 😂😂😂😂
Uses sarcasm and laughter emojis to mock the claim that Canada is the greatest country.
Humor / Satire
0.90
easyAziz
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)