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
Too late lmao 🤣
Too late lmao 🤣
Dismissive laughing emoji response suggesting ironic commentary on the timing or effectiveness of policy action.
Humor / Satire
0.88
Felix-hj3tv
Nov 22, 2025
I imagine what will be shown before I see the video hahaah
I imagine what will be shown before I see the video hahaah
Playful comment suggesting predictability of video content with humorous tone and laughter.
Humor / Satire
0.88
renataferreira8829
Feb 16, 2026
But but but Donald!!! You are the best negotiator in the face of the earth and history of the world!!!!
But but but Donald!!! You are the best negotiator in the face of the earth and history of the world!!!!
Heavy sarcasm mocking Trump's self-proclaimed negotiation skills with exaggerated praise.
Humor / Satire
0.88
@patrickgallegos113
Mar 4, 2025
He should get cream for the blistering.
He should get cream for the blistering.
Sarcastic joke about the prime minister being verbally attacked or criticized harshly.
Humor / Satire
0.88
@shanethepain1000
Mar 4, 2025
bro goes to China town and wonders why there's Chinese, that's the equivalate of going to Brampton and being shock to see Indians.
bro goes to China town and wonders why there's Chinese, that's the equivalate of going to Brampton and being shock to see Indians.
The comment uses sarcastic logic and ironic comparison to mock the expectation of cultural homogeneity in ethnic neighborhoods.
mphillips5064
Jan 29, 2026
Aka Bramladesh.
Aka Bramladesh.
Derogatory nickname combining Brampton with 'Bangladesh,' using sarcasm to mock demographic change.
Nyeo_X
Oct 2, 2025
We are fighting against Fentnyal, so LET ME BE CRYSTAL CLEAR ??????? bro really had to drop that right after
We are fighting against Fentnyal, so LET ME BE CRYSTAL CLEAR ??????? bro really had to drop that right after
Commenter uses humor to mock Trudeau's dramatic rhetorical style, noting the ironic juxtaposition of his serious statement.
@Counterstrike2Clipz
Mar 4, 2025
Trump is Putin’s puppy
Trump is Putin’s puppy
Sarcastic insult comparing Trump to Putin, using ironic language rather than substantive policy critique.
Humor / Satire
0.88
@Seuss1908
Mar 4, 2025
The Canadian government is so vocally against becoming the 51st state, but are apparently perfectly fine with being the 29th state.
The Canadian government is so vocally against becoming the 51st state, but are apparently perfectly fine with being the 29th state.
The comment uses sarcastic irony to critique Canadian sovereignty and government policy, comparing Canada's status to being a U.S. state.
LiteralRats
Jan 27, 2026
“51st state” btw lol
“51st state” btw lol
Uses sarcastic reference to the '51st state' trope as ironic commentary on Canada-US relations.
@PatrixxxJ
Mar 4, 2025
Lena Diab looks EXACTLY like Susan's creepy doll who looked like George Costanza's mother in that Seinfeld episode 😂😂
Lena Diab looks EXACTLY like Susan's creepy doll who looked like George Costanza's mother in that Seinfeld episode 😂😂
Makes a humorous pop culture reference comparing a government official to a Seinfeld character.
Humor / Satire
0.88
monicapushkin3274
Feb 27, 2026
0:08 Poon-Job 😂 I can’t..
0:08 Poon-Job 😂 I can’t..
Laughing at a perceived mispronunciation or wordplay in the video, using humor to comment on content.
Humor / Satire
0.88
Otto-mq8lg
Feb 16, 2026
He got everything right, apart from saying Trump was smart.
He got everything right, apart from saying Trump was smart.
Sarcastically agrees with a statement while making a joke about Trump's intelligence, using ironic agreement as comedic critique.
@canonballsimp
Mar 4, 2025
😂 when the car started beeping I thought it was his voice
😂 when the car started beeping I thought it was his voice
Joking observation about a sound in the video, using humor rather than substantive commentary.
Humor / Satire
0.88
technocrologist
Jan 28, 2026
19:22 I’m about to possibly die, but first a word from our sponsor.
19:22 I’m about to possibly die, but first a word from our sponsor.
Satirical joke about video sponsorship interrupting a dramatic moment.
MrBlizzake
Jan 27, 2026
From flower Town to masala Town
From flower Town to masala Town
Sarcastic comment suggesting Canadian cities have transformed from 'flower town' to 'masala town' due to South Asian immigration.
FutureVandross-v4v
Sep 20, 2025
Just roll over and become Americans. Then run for president of America ?
Just roll over and become Americans. Then run for president of America ?
Sarcastic suggestion that Canada should surrender sovereignty and join the US, using irony to mock the situation.
Humor / Satire
0.88
@mrvro4404
Mar 4, 2025
U forgot two zeros 😂
U forgot two zeros 😂
A joking comment about missing zeros in a statistic, using humor to critique a previous claim.
Leo-fz4qy
Oct 15, 2025
sadly...your speech is too long so as to be difficult for Trump to understand. Maybe try simple words and short sentences next time ?
sadly...your speech is too long so as to be difficult for Trump to understand. Maybe try simple words and short sentences next time ?
Uses sarcastic mockery of Trump's intelligence and communication abilities as a joke about the speaker's presentation.
@Nathan-f8y4h
Mar 4, 2025
15:23 bro is that a fkn tuktuk in canada they really did fucking assimilate😂
15:23 bro is that a fkn tuktuk in canada they really did fucking assimilate😂
Uses ironic humor and profanity to joke about cultural assimilation and the presence of a tuk-tuk in Canada.
Humor / Satire
0.88
-Sloth--
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)