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
Wait he never said HUGE? 2 lenguajes spoken? What sorcery is this?
Wait he never said HUGE? 2 lenguajes spoken? What sorcery is this?
The comment uses sarcastic exaggeration ('What sorcery is this?') to humorously critique the speaker's language abilities or presentation style.
Humor / Satire
0.85
@PaulZ-e3i
Mar 4, 2025
5:17 ohhhhh grape is not part of anybody’s culture this dude is spitting crazy allegations
5:17 ohhhhh grape is not part of anybody’s culture this dude is spitting crazy allegations
Sarcastic commentary mocking an absurd claim made in the video with ironic language.
person-wr2iu
Feb 6, 2026
Good to know 'door dash' is in charge of immigration now.
Good to know 'door dash' is in charge of immigration now.
Uses sarcastic comparison of immigration management to food delivery service to mock government competence.
majortom2329
Nov 20, 2025
I liked that he called him donald ?
I liked that he called him donald ?
Appreciates Trudeau's informal address of Trump as 'donald,' finding humor in the casual disrespect.
Humor / Satire
0.85
@Tibicke_21
Mar 4, 2025
Bro thinks he did something there lmao
Bro thinks he did something there lmao
Sarcastic dismissal of the video's message using casual, mocking language.
Humor / Satire
0.85
@skatethatbitch808
Mar 4, 2025
Now I'm ready for the US to become the 11th province of Canada! ??
Now I'm ready for the US to become the 11th province of Canada! ??
Jokingly proposes US annexation to Canada using emoji, employing humorous reversal of typical geopolitical hierarchy.
@alanwheeler1
Mar 4, 2025
Let me parody Rudyard Kipling's infamous poem with a new title: "the Brown man's burden "
Let me parody Rudyard Kipling's infamous poem with a new title: "the Brown man's burden "
Uses parody of Kipling's poem as satirical commentary on racial/ethnic hierarchies in immigration discourse.
Humor / Satire
0.85
shahindranmoonieya4742
Oct 26, 2025
>these indians dont work! >they only work for cash! which is it buddy
>these indians dont work!
>they only work for cash!
which is it buddy
Sarcastically points out contradictory stereotypes about Indian workers, using ironic questioning to mock inconsistent claims.
Humor / Satire
0.85
mazzaleenh8388
Nov 6, 2025
Bought toilet paper with indias flag on it. It just makes sense to wipe my ass with it.
Bought toilet paper with indias flag on it. It just makes sense to wipe my ass with it.
Crude joke using toilet paper as vehicle for ethnic mockery, employing absurdist humor.
Humor / Satire
0.85
ChronicalFactoryX
Feb 5, 2026
Okay, English isn’t Trump’s best language, but he’s fluent in Lies and BS! \n\n??? 2026! ???
Okay, English isn’t Trump’s best language, but he’s fluent in Lies and BS! \n\n??? 2026! ???
Uses sarcasm and wordplay to mock Trump's communication style and character, with ironic tone throughout.
@paulsimmons5726
Mar 4, 2025
But people were mad at Trudeau for reducing student visas 😂 ridiculous
But people were mad at Trudeau for reducing student visas 😂 ridiculous
Uses sarcasm and laughing emoji to mock perceived contradictions in public reaction to student visa policy, combining ironic commentary with implicit policy criticism.
vturner
Oct 21, 2025
It starts from Toronto Pearson airport 😂
It starts from Toronto Pearson airport 😂
Uses emoji and sarcasm to mock the video's claims, likely referencing airport-related immigration issues.
daliaa5294
Oct 15, 2025
To be an enemy of the United States is sometimes dangerous but to be a friend is always fatal! ?
To be an enemy of the United States is sometimes dangerous but to be a friend is always fatal! ?
Uses a famous quote sarcastically to comment on US-Canada relations, employing ironic humor rather than serious argument.
@AIyos007
Mar 4, 2025
All this because Melania wants to smash Justin smh ?
All this because Melania wants to smash Justin smh ?
Uses absurdist humor and sarcasm to mock the situation by making a ridiculous personal claim about political motivations.
Humor / Satire
0.85
@umanaal
Mar 4, 2025
I feel like I'm supposed to do something but I have the power of a potato peel. ?
I feel like I'm supposed to do something but I have the power of a potato peel. ?
Self-deprecating joke about personal powerlessness using absurdist humor ('power of a potato peel').
Humor / Satire
0.85
@theoremzero
Mar 4, 2025
I went to apply for a job. The employer asked me if I'm a part of a visible minority. I said yes and he asked which one. I told him caucasian.
I went to apply for a job. The employer asked me if I'm a part of a visible minority. I said yes and he asked which one. I told him caucasian.
The commenter uses ironic humor by claiming to be part of a 'visible minority' while identifying as Caucasian, satirizing employment equity practices.
PaulMartin-v7n
Nov 4, 2025
9:00 he has no shirt *They walk naked "😂😂
9:00 he has no shirt
*They walk naked "😂😂
Makes a crude joke about someone appearing shirtless in the video, using stereotypical humor.
Humor / Satire
0.85
Ibi16
Nov 3, 2025
LOL! Dedollarise and yuanise, man!
LOL! Dedollarise and yuanise, man!
Joking response about currency dedollarization and yuan adoption, using laughter and wordplay.
Humor / Satire
0.85
@rajeshgunesh
Mar 4, 2025
´´I worked... These people don´t work. They work for cash...´´ Literally contradicted himself in the same sentence. Buddy just say you are racist at this point, and stop embarrassing yourself. 😂
´´I worked... These people don´t work. They work for cash...´´ Literally contradicted himself in the same sentence. Buddy just say you are racist at this point, and stop embarrassing yourself. 😂
Uses sarcasm and mockery to call out perceived hypocrisy and racism in another commenter's statement.
BadKarma108
Oct 17, 2025
These European come from Europe😂😂 lecturing another people
These European come from Europe😂😂 lecturing another people
Uses sarcasm and emoji to mock Europeans lecturing others about immigration, employing ironic commentary.
monsterofsands
Oct 9, 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)