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
Trudeau and Ford need to settle this in a Cage match with tRump and JD \nteam canada would wipe the floor with them.
Trudeau and Ford need to settle this in a Cage match with tRump and JD \nteam canada would wipe the floor with them.
Uses absurdist humor (cage match scenario) to satirize political tensions between leaders.
Humor / Satire
0.90
@mrdude5101
Mar 4, 2025
Canada should be declared the 29th state of India and Brampton the 9th union territory.
Canada should be declared the 29th state of India and Brampton the 9th union territory.
Satirical/absurdist joke about Indian demographic dominance in Canada, using exaggeration for comedic effect.
ShubhamSingh-jk2qz
Feb 14, 2026
HAHAHAHAHAHHAAHHAHAA
HAHAHAHAHAHHAAHHAHAA
Laughter-only comment expressing amusement or mockery without substantive content.
Humor / Satire
0.90
@Meowdy2004
Mar 5, 2025
"Low inteligence" knocked me down😂
"Low inteligence" knocked me down😂
Laughs at a specific phrase or moment in the video, using humor to respond to the content.
bolbs6136
Jan 27, 2026
Floop is a madman, help us, save us!
Floop is a madman, help us, save us!
References a movie quote (Cloudy with a Chance of Meatballs) as absurdist humor unrelated to immigration substance.
Humor / Satire
0.90
vontothemax
Jan 28, 2026
Tyler brother, next time your in Canada, pickup a toque! you wont be hunching your shoulders up to protect your ears. Ahem, sorry in American that's a ... beanie
Tyler brother, next time your in Canada, pickup a toque! you wont be hunching your shoulders up to protect your ears.
Ahem, sorry in American that's a ... beanie
Light-hearted joke about Canadian winter gear (toque/beanie) with playful tone and self-aware apology for cultural reference.
Humor / Satire
0.90
WideTrashAttack
Jan 28, 2026
I felt sikh after watching this video
I felt sikh after watching this video
Pun-based joke playing on 'Sikh' pronunciation and 'sick' slang, demonstrating wordplay humor.
Humor / Satire
0.90
MS-dl5rf
Jan 28, 2026
"Bye I block you" 😂😂
"Bye I block you"
😂😂
Humorous reaction to a video moment, using laughter emojis to express amusement.
Humor / Satire
0.90
FullMoon788
Jan 28, 2026
im flabbergasted...😂😂😂😂
im flabbergasted...😂😂😂😂
Expresses amusement through laughter emojis without substantive argument, indicating comedic reaction to video content.
Humor / Satire
0.90
3AMRNB
Jan 28, 2026
10:42 Irony is most of Punjabi represent India😂
10:42 Irony is most of Punjabi represent India😂
Uses ironic humor and emoji to comment on the representation of Punjabis in the video context.
Humor / Satire
0.90
Khyung7
Feb 11, 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
finally...ppl will believe me brampton is a real place lolol
finally...ppl will believe me brampton is a real place lolol
Joking comment about Brampton being recognized as a real place, using ironic humor about the city's visibility.
Humor / Satire
0.90
Saibotrons
Jan 27, 2026
Canada will need their new border security actions after US citizens start hoarding eggs from Canada.????
Canada will need their new border security actions after US citizens start hoarding eggs from Canada.????
Uses joking tone and emoji to satirize potential cross-border resource hoarding as a humorous consequence.
Humor / Satire
0.90
@msaar1303
Mar 5, 2025
Voluntary compliance 😂 👏🏼
Voluntary compliance 😂 👏🏼
Uses sarcasm and emojis to mock the concept of 'voluntary compliance' in an ironic manner.
Humor / Satire
0.90
Long.story.longer
Feb 18, 2026
Hello im from Mars and I stand with…..
Hello im from Mars and I stand with…..
Absurdist joke claiming to be from Mars and expressing solidarity, clearly satirical and not a genuine contribution to the discussion.
Humor / Satire
0.90
@believe3472
Mar 5, 2025
9:00 "they walk naked" says the guy standing without any clothes on... 😂
9:00 "they walk naked" says the guy standing without any clothes on... 😂
Uses ironic humor to mock a video speaker's hypocrisy, pointing out a contradiction in their argument.
StreetScholar
Oct 9, 2025
SAAR NOOO DO NOT NOTICE ME POOPING IN SNOW NOOOO SAAR
SAAR NOOO DO NOT NOTICE ME POOPING IN SNOW NOOOO SAAR
Mocking satire using exaggerated stereotypes and absurdist humor to ridicule a perceived immigrant behavior.
Humor / Satire
0.90
Randomchannelsurfer6
Jan 27, 2026
You really visited Canada during the worst snow we’ve had since 1998. Nothing stops you. 😂
You really visited Canada during the worst snow we’ve had since 1998. Nothing stops you. 😂
Lighthearted joke about severe Canadian weather and visitor resilience, using emoji to signal comedic intent.
Humor / Satire
0.90
thedarkpassenger84
Jan 28, 2026
Truly gone CRAY CRAY ??
Truly gone CRAY CRAY ??
Sarcastic/joking comment using exaggerated language ('CRAY CRAY') to mock the situation.
Humor / Satire
0.90
@hermanmunster714
Mar 4, 2025
The only lie he said is that Donald is a smart man.
The only lie he said is that Donald is a smart man.
Sarcastic joke implying the speaker made a false claim about Trump's intelligence.
Humor / Satire
0.90
@shermansmith8356
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)