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
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Humor / Satire
4,434 comments
Funny the response of Canada in Trying to make things equal on the trade deficit
Funny the response of Canada in Trying to make things equal on the trade deficit
Ironic observation about Canada's response to trade deficit issues, using sarcasm to critique the approach.
Humor / Satire
0.70
@jasonvesser5765
Mar 5, 2025
Trump!! You are stupid!!
Trump!! You are stupid!!
Brief, inflammatory statement directed at Trump that reads as exasperated venting or sarcastic commentary rather than substantive critique.
Humor / Satire
0.70
@rogersarkady1031
Mar 4, 2025
carpet flying?
carpet flying?
Cryptic reference to 'carpet flying' appears to be sarcastic/mocking commentary, likely alluding to stereotypes, though context is unclear.
Humor / Satire
0.70
minh_trader_mnq
Jan 3, 2026
Trudeau has balls.
Trudeau has balls.
Brief, colloquial expression of approval for Trudeau using casual language that reads as humorous commentary.
@henrydaly-pp8ie
Mar 4, 2025
Trump tells you pay or fuck o ff
Trump tells you pay or fuck o ff
Crude, sarcastic paraphrase of a political position using informal language and humor.
Humor / Satire
0.70
@ayoublover2806
Mar 4, 2025
lol ?♀️ ?? ? ….. ?? ?????????????????????????????????????????????????????????????????????????
lol ?♀️ ?? ? ….. ?? ?????????????????????????????????????????????????????????????????????????
Minimal substantive content consisting primarily of laughter emojis and question marks, expressing amusement or mockery.
Humor / Satire
0.70
@josiffexplosiff1
Mar 5, 2025
Hm. Maybe Trudeau really did improve for once :D
Hm. Maybe Trudeau really did improve for once :D
Uses sarcastic tone with emoticon to express skepticism about Trudeau's performance, mixing irony with mild criticism.
@notsheerosmemes
Mar 4, 2025
Trump is a waste man ?
Trump is a waste man ?
Dismissive slang characterization of Trump presented in a casual, mocking tone typical of internet humor.
Humor / Satire
0.70
@CurtDavid-r7g
Mar 4, 2025
Im with that dude 😂
Im with that dude 😂
Brief agreement with laughter emoji, likely expressing humor or ironic support for a previous comment.
Humor / Satire
0.70
YasssB.I.said.whatIsaid
Jan 27, 2026
Fat helmet guy for Canadian Prime Minister NOW!!
Fat helmet guy for Canadian Prime Minister NOW!!
Jocular suggestion to elect someone from the video as Prime Minister, likely ironic commentary on the discussion.
itsjustben772
Jan 27, 2026
Stop crying Governor of the state of Canada.
Stop crying Governor of the state of Canada.
Uses sarcasm and mockery by calling Canada a 'state' and addressing the PM dismissively, employing ironic commentary.
@HD-Memories
Mar 4, 2025
truedoosh - just forget it
truedoosh - just forget it
Mocking wordplay ('truedoosh') dismissing Trudeau with sarcastic tone.
Humor / Satire
0.70
@luddite333
Mar 4, 2025
?? sounds like a good move trump he’s big mad
?? sounds like a good move trump he’s big mad
Uses sarcasm and casual tone to comment on Trump's reaction to policy decisions.
Humor / Satire
0.70
@giolove9453
Mar 4, 2025
SAAR DO NOT REDEEM!
SAAR DO NOT REDEEM!
Cryptic meme-like phrase using internet slang, likely satirical commentary on the video or discussion.
BalrogDeMorgoth69
Jan 27, 2026
Canada is gay af ?
Canada is gay af ?
Sarcastic or joking characterization of Canada using slang, likely critiquing perceived progressive policies.
Humor / Satire
0.70
@LasCrucesBodycam
Mar 4, 2025
Our own ice huh.
Our own ice huh.
Sarcastic or ironic one-liner, likely mocking a phrase or concept mentioned in the video.
Humor / Satire
0.70
kenhalinmckay5438
Dec 29, 2025
oooooo soooo powerful ?
oooooo soooo powerful ?
Sarcastic expression of mock awe using elongated vowels and question mark, questioning the significance of Canada's position.
Humor / Satire
0.70
@PeridotTrading
Mar 4, 2025
😂😂😂 💩 jeets
😂😂😂 💩 jeets
Dismissive emoji reaction with ethnic slur used sarcastically or mockingly.
Humor / Satire
0.70
KyleUno-m5c
Jan 29, 2026
America can swallow you up in one big Gulp!
America can swallow you up in one big Gulp!
Uses hyperbolic, sarcastic language ('swallow you up in one big Gulp') to mock or comment ironically on power dynamics.
Humor / Satire
0.70
@ArenAurelius
Mar 4, 2025
You can smell the video from here.
You can smell the video from here.
Sarcastic or joking comment using sensory language to critique the video's quality or content.
Humor / Satire
0.70
MaverickZ007
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)