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
Question: Can cockroaches be exterminated? Google: While difficult, elimination is possible with persistence, and a professional pest management service is recommended for severe infestations or difficult-to-treat situations.
Question: Can cockroaches be exterminated?
Google: While difficult, elimination is possible with persistence, and a professional pest management service is recommended for severe infestations or difficult-to-treat situations.
Uses an extended metaphor comparing immigrants to cockroaches through a mock Google search format, employing dark satire.
Humor / Satire
0.85
Staatsy
Oct 7, 2025
There's only one road in canada
There's only one road in canada
Absurdist joke or sarcastic comment about Canada's geography, likely mocking the border dispute discussion.
Humor / Satire
0.85
@sasquatchnunu506
Mar 4, 2025
Bro on the bike doesn’t give a fck 😂 he wants all the smoke
Bro on the bike doesn’t give a fck 😂 he wants all the smoke
Commenter uses casual slang and humor to mock a person's behavior in the video.
Humor / Satire
0.85
luvhank509
Jan 27, 2026
Bro does opposite of spreading love 😂
Bro does opposite of spreading love 😂
Uses emoji and casual sarcasm to mock someone's approach, employing ironic commentary rather than substantive critique.
Humor / Satire
0.85
jalajkharbanda6386
Jan 27, 2026
Oh shit, no electricity for hamburgerland soon? Go Canada! And Trump is an unclefucker. Canada should join European Union btw?
Oh shit, no electricity for hamburgerland soon? Go Canada! And Trump is an unclefucker. Canada should join European Union btw?
Uses crude humor and sarcasm to mock the US while praising Canada and suggesting EU membership.
@jacekb4941
Mar 4, 2025
Oh surprisingly? after ten years lol
Oh surprisingly? after ten years lol
Sarcastic comment mocking the government's delayed response to immigration issues after a decade in power.
Humor / Satire
0.85
Kelly35608
Feb 18, 2026
@4:13 they served him last cause he looks homless lmao...
@4:13 they served him last cause he looks homless lmao...
Makes a joking observation about perceived discriminatory service based on appearance, using casual sarcasm ('lmao').
Humor / Satire
0.85
cardmansales9376
Jan 27, 2026
Trudeau did this then sailed off into the sunset with Katy Perry
Trudeau did this then sailed off into the sunset with Katy Perry
Sarcastic jab at Trudeau using absurdist humor (sailing with Katy Perry) to mock immigration policy.
cole-3606
Jan 27, 2026
he look like old boy from saw
he look like old boy from saw
Joking physical comparison between the speaker and a character from the horror film 'Saw'.
Humor / Satire
0.85
@shesochic1803
Mar 4, 2025
lol ? good trump going to win
lol ? good trump going to win
Brief, joking comment expressing approval through casual, ironic tone.
Humor / Satire
0.85
@yatusabes9616
Mar 4, 2025
Listen to his voice he’s about to cry
Listen to his voice he’s about to cry
Mocking observation about the speaker's emotional state, using sarcasm.
Humor / Satire
0.85
@JoB-u1e
Mar 4, 2025
Trump is a joke not more
Trump is a joke not more
Brief dismissive joke characterizing Trump as a joke with no substantive argument.
Humor / Satire
0.85
@xerondenver
Mar 4, 2025
This is the guy maga wanted, but they got antimatter.
This is the guy maga wanted, but they got antimatter.
Sarcastic comparison using physics metaphor ('antimatter') to mock Trump supporters' expectations versus reality.
Humor / Satire
0.85
@situationalawarenes
Mar 4, 2025
When the guy in the bike said 4:52 “I’m just as racist as the next guy” 😂😂😂I felt that and I’m not even white
When the guy in the bike said 4:52 “I’m just as racist as the next guy” 😂😂😂I felt that and I’m not even white
The comment uses humor and irony to react to a statement about racism, with the laughing emojis indicating satirical engagement rather than serious agreement.
coolgee310
Mar 1, 2026
lowkey I wanted to see the part where he actually get smuggled in the states lmaooo 😂😂😂😂
lowkey I wanted to see the part where he actually get smuggled in the states lmaooo 😂😂😂😂
The comment uses humor and laughing emojis to express amusement about wanting to see smuggling content, treating the topic satirically.
Humor / Satire
0.85
Manji56
Jan 27, 2026
Good ol' Scamada!
Good ol' Scamada!
The comment uses sarcasm ('Scamada') to mock Canada's immigration handling, blending wordplay with implicit policy criticism.
John-fr5jm
Feb 18, 2026
trump voters FAFO
trump voters FAFO
Uses sarcastic acronym 'FAFO' (Find Out) as ironic commentary on Trump voters.
Humor / Satire
0.85
@zajlaugdawbtxoob9784
Mar 4, 2025
Tim Hortons ❌️ Singh Hortons ✅️
Tim Hortons ❌️
Singh Hortons ✅️
Uses wordplay and checkmark/X formatting to make a satirical joke about the Prime Minister and Tim Hortons.
Humor / Satire
0.85
kushagra596
Jan 27, 2026
0:19 “They’re closest partner and ally…”\n\nThat’s what you said not us! ?
0:19 “They’re closest partner and ally…”\n\nThat’s what you said not us! ?
The commenter uses sarcasm and irony by quoting the speaker back to them with a dismissive emoji, mocking the framing rather than engaging substantively.
@UP4L1FE
Mar 4, 2025
Curry chicken. 😂
Curry chicken. 😂
A brief, joking comment about curry chicken with an emoji, using humor to engage with the topic.
Humor / Satire
0.85
Gagglewarrior
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)