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
This is like Drake VS Kendrick
This is like Drake VS Kendrick
Uses a pop culture comparison (Drake vs Kendrick) as satirical commentary on the conflict.
Humor / Satire
0.90
@RIGTHEGIANT
Mar 4, 2025
Bike guy is a fuckin Chad 🤣 holy based
Bike guy is a fuckin Chad 🤣 holy based
Uses slang ('Chad', 'based') and laughing emoji to express approval through ironic/casual humor.
Humor / Satire
0.90
voicestobeheard8028
Jan 29, 2026
@8:04 that guy is hilarious 😂
@8:04 that guy is hilarious 😂
Brief comment with laughing emoji responding to a specific moment in the video, indicating amusement or mockery.
Humor / Satire
0.90
sincerewyd2285
Jan 29, 2026
Trudeau for president of the USA!
Trudeau for president of the USA!
Absurdist joke suggesting Trudeau become US president, clearly sarcastic commentary.
Humor / Satire
0.90
@ESIG3800
Mar 4, 2025
Dear Canada (and world), the United States will be experiencing technical difficulties for 3 to 3.5 years. Please be patient as we work through our issues. - Regular Americans
Dear Canada (and world), the United States will be experiencing technical difficulties for 3 to 3.5 years. Please be patient as we work through our issues. - Regular Americans
Satirical message using self-deprecating humor about US political turmoil, framed as an apology to Canada.
@ondray29
Mar 4, 2025
I wonder where all the h8 is coming from? Hmmmmmm
I wonder where all the h8 is coming from? Hmmmmmm
Uses sarcastic questioning ('I wonder...Hmmmmmm') to mock the source of anti-immigration sentiment.
Humor / Satire
0.90
The_1_She
Jan 27, 2026
"The gratest country in the world" 😂
"The gratest country in the world" 😂
Uses sarcastic laughter emoji to mock the claim that Canada is 'the greatest country in the world.'
Humor / Satire
0.90
CatDeere
Jan 27, 2026
Trudeau this is The New normal❤ hey we offered to buy your country we offered to cash you out we'll even keep Bigfoot?
Trudeau this is The New normal❤ hey we offered to buy your country we offered to cash you out we'll even keep Bigfoot?
Joking/sarcastic comment about Trump's reported interest in purchasing Greenland, extended absurdly to Canada with humorous offers.
Humor / Satire
0.90
@CatBeck-lg7gp
Mar 4, 2025
15:49 obrigado- mans saying thank you in Portuguese XD
15:49 obrigado- mans saying thank you in Portuguese XD
Lighthearted observation about a video timestamp with a humorous reaction to someone speaking Portuguese.
Humor / Satire
0.90
ShyL_Boof
Jan 29, 2026
PrickMinister Truedope's motto was "don't worry be happy smoke another joint" Chaos Carney’s motto is "Don't worry be happy (squared)".
PrickMinister Truedope's motto was "don't worry be happy smoke another joint"
Chaos Carney’s motto is "Don't worry be happy (squared)".
Uses sarcastic wordplay and mocking nicknames ('PrickMinister Truedope,' 'Chaos Carney') to satirize government leadership incompetence.
MrBoondocker247
Feb 26, 2026
“I can’t break my visa rules?” “No.” 😮😢
“I can’t break my visa rules?”
“No.”
😮😢
Sarcastic dialogue format with emojis mocking the enforcement of visa rules and immigrant consequences.
Humor / Satire
0.90
RiokuAvalon
Jan 15, 2026
Alberta Calling... "new phone, who dis?"
Alberta Calling... "new phone, who dis?"
Playful meme-style joke using the 'new phone, who dis' format to mock Alberta's political messaging.
Humor / Satire
0.90
@miketerrine1131
Feb 20, 2026
If you can’t beat them, join them. I took my first dump on a beach today. I bought a turban off Amazon to ride my motorcycle without a helmet. I go to Niagara Falls to …
If you can’t beat them, join them. I took my first dump on a beach today. I bought a turban off Amazon to ride my motorcycle without a helmet. I go to Niagara Falls to litter. This is my Canada.
Uses extended sarcasm and ironic stereotyping to mock anti-immigration rhetoric by adopting exaggerated immigrant behaviors.
Humor / Satire
0.90
YMH420s
Oct 5, 2025
I Need To Poo and I Have No Loo. The upcoming Indian Horror Movie.
I Need To Poo and I Have No Loo. The upcoming Indian Horror Movie.
Uses crude wordplay and mock movie title format as satirical commentary on immigration discourse.
Humor / Satire
0.90
Unholy187
Jan 27, 2026
Not the Africans catching strays lol
Not the Africans catching strays lol
Ironic/joking comment using slang ('catching strays') to mock the targeting of Africans in previous comments.
Humor / Satire
0.90
PastelPixie99
Mar 3, 2026
“Press 2 for Chinese…”
“Press 2 for Chinese…”
Uses sarcastic reference to multilingual phone prompts as ironic commentary on immigration and cultural change in Canada.
Humor / Satire
0.90
smithcas86
Sep 9, 2025
Truedoodoo.
Truedoodoo.
Uses a derogatory nickname (Truedoodoo) as mocking wordplay rather than substantive critique.
Humor / Satire
0.90
@rickworkman4608
Mar 4, 2025
One word, ice 😂
One word, ice 😂
Single-word joke with laughing emojis, likely mocking or making light of the video content.
Humor / Satire
0.90
Bootzko1738
Feb 14, 2026
Canada and war, lmao..
Canada and war, lmao..
Uses sarcastic laughter ('lmao') to mock the idea of Canada being involved in war, employing ironic commentary.
Humor / Satire
0.90
@dejandokic1984
Mar 4, 2025
Bike man is the GOAT 😂
Bike man is the GOAT 😂
Casual praise of a video subject using slang and emoji, purely comedic commentary.
rhiannaoconnor
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)