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
Dang...my wallet had a heart attack
Dang...my wallet had a heart attack
Uses humorous personification of a wallet having a heart attack to express concern about costs in a lighthearted, joking manner.
Humor / Satire
0.85
@mattyc1973
Mar 4, 2025
Bike guy is basically all our thoughts coming out loud! 😅
Bike guy is basically all our thoughts coming out loud! 😅
Uses emoji and casual language to humorously suggest the bike guy expressed shared sentiments, with a tone of agreement and amusement.
caroline8733
Feb 3, 2026
after watching this i am probably on the watchlist of the verfassungsschutz
after watching this i am probably on the watchlist of the verfassungsschutz
Uses dark humor to joke about being flagged by authorities for watching the video, with ironic commentary on content moderation.
quaffie
Feb 3, 2026
You found the one based guy in all of Canada. Legend
You found the one based guy in all of Canada. Legend
Sarcastic praise calling someone a 'based guy' and 'legend' in response to immigration content, using internet slang ironically.
Ecumenomachy
Jan 27, 2026
He is more full of sh*t than a thanksgiving turkey!
He is more full of sh*t than a thanksgiving turkey!
Uses crude hyperbolic insult as sarcastic/comedic criticism rather than substantive argument.
Humor / Satire
0.85
@CassandraAChakra
Mar 4, 2025
This guy with the bike is sub-70s IQ 😂
This guy with the bike is sub-70s IQ 😂
Uses mocking humor and emoji to ridicule someone in the video, employing sarcasm rather than substantive argument.
Humor / Satire
0.85
TheMKTube
Jan 29, 2026
TRUDEAU for president of the U.S.A. ? Please !
TRUDEAU for president of the U.S.A. ? Please !
Sarcastically suggests Trudeau should become U.S. president, clearly ironic commentary rather than a serious proposal.
Humor / Satire
0.85
@brentlund2272
Mar 4, 2025
The dude on the bike said the quiet part out loud “poor white trash like me”. 🙄😜
The dude on the bike said the quiet part out loud “poor white trash like me”. 🙄😜
Uses sarcasm and emojis to mock a video participant's self-deprecating comment about class status.
PSingh-n6j
Mar 3, 2026
Now go to surrey lmao
Now go to surrey lmao
Sarcastic suggestion using 'lmao' to make a joking point about another location.
Humor / Satire
0.85
Jp4x9h
Jan 29, 2026
The guy on the bike should be in parliament xD
The guy on the bike should be in parliament xD
Joking suggestion that a person from the video should be in parliament, using ironic humor about political representation.
Humor / Satire
0.85
lokerin493
Jan 29, 2026
I'm not at all worried about Trump's economic plan. I just won't buy anything for the next 4 years.
I'm not at all worried about Trump's economic plan. I just won't buy anything for the next 4 years.
Uses ironic humor to dismiss Trump's economic plan by joking about not buying anything for four years.
Humor / Satire
0.85
@Anthony-zt1zs
Mar 4, 2025
Literally crying when he said us fighting is what the people around the world want to see ????
Literally crying when he said us fighting is what the people around the world want to see ????
Emotional reaction expressed through humor/irony about international conflict being entertainment for others.
Humor / Satire
0.85
@catpaws007
Mar 4, 2025
The pee tape has really done a lot of heavy lifting
The pee tape has really done a lot of heavy lifting
Sarcastic reference to conspiracy theories ('pee tape') as commentary on the video's framing or broader discourse.
@_Woo
Mar 4, 2025
It must really confuse MAGA to hear a leader speak clearly and eloquently.
It must really confuse MAGA to hear a leader speak clearly and eloquently.
Sarcastic jab at MAGA supporters using ironic contrast between Trump and another leader's eloquence.
@PsiNorm
Mar 4, 2025
Khalistan 😂😂😂😂
Khalistan 😂😂😂😂
Laughing emojis with a single word suggest sarcastic or mocking commentary rather than serious engagement.
Humor / Satire
0.85
ntn201
Jan 29, 2026
If you want to teach Trump a lesson, just double the prices of your energy.
If you want to teach Trump a lesson, just double the prices of your energy.
Sarcastic suggestion framed as a joke about retaliating against Trump through energy price manipulation.
@CragScrambler
Mar 4, 2025
Sean Fraser, Marc Miller and now Lena Diab😵😵💫...Carney/Trudeau could have hired 3 Stoogies and they would have done better!! 😔😬
Sean Fraser, Marc Miller and now Lena Diab😵😵💫...Carney/Trudeau could have hired 3 Stoogies and they would have done better!! 😔😬
Uses sarcastic comparison to the Three Stooges and emoji to mock government ministers' competence in a comedic tone.
actionjackson9290
Feb 26, 2026
I know a black and Indian couple. They met at a 7-11 robbery.
I know a black and Indian couple. They met at a 7-11 robbery.
Joke using stereotypes and dark humor to mock both the couple and the setting.
Humor / Satire
0.85
NealWilliams-k6s
Jan 27, 2026
Brampton punjabis are crying on reddit about this video showing the truth. Absolutely wild. 😂😂😂
Brampton punjabis are crying on reddit about this video showing the truth. Absolutely wild. 😂😂😂
Uses sarcasm and mocking tone ('Absolutely wild') with emojis to ridicule a specific ethnic group's reaction to the video.
driveri1435
Jan 29, 2026
What are friends for without benefits ?
What are friends for without benefits ?
Cryptic rhetorical question using wordplay ('friends for without benefits') as ironic commentary on international relations.
Humor / Satire
0.85
@tphenstvchannel566
Mar 4, 2025
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)