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
Make it make sense ??? ? .. .. O.K. : Mr. Putin's been in cryo-tube popsicleland for the last 6 odd year's ! .. .. Got the picture eveverybody ??? .. Yep !!!\n- Say, ..I …
Make it make sense ??? ? .. .. O.K. : Mr. Putin's been in cryo-tube popsicleland for the last 6 odd year's ! .. .. Got the picture eveverybody ??? .. Yep !!!\n- Say, ..I thought our little honey on the left there bolted some time ago ? .. ..Like your wife did me-buck-o ??\n♎⚖️
Incoherent, absurdist commentary with conspiracy-like references presented in a sarcastic, joking tone.
Humor / Satire
0.70
@mrpaulweaver
Mar 4, 2025
Graduation American Russian , you just make ur daddy happy (putin)...
Graduation American Russian , you just make ur daddy happy (putin)...
Uses sarcastic/mocking tone with a jab at the US president's alleged loyalty to Putin, employing ironic commentary.
@kennyvuu1487
Mar 4, 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
Cry me a river, 4 more yrs ?
Cry me a river, 4 more yrs ?
Uses sarcastic dismissal ('Cry me a river') with a cryptic reference, employing ironic tone.
Humor / Satire
0.70
@syatmel
Mar 4, 2025
Get wrecked wokies
Get wrecked wokies
Sarcastic/mocking phrase dismissing progressive critics, using colloquial language for comedic effect.
@VincentX709
Mar 4, 2025
Trudeaublos
Trudeaublos
Appears to be a derogatory slang term or meme reference mocking Trudeau supporters, using humor/satire.
Humor / Satire
0.70
@sowhat3459
Mar 5, 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
Not everyone who wear suit got sense \nby zelensky ?❤
Not everyone who wear suit got sense \nby zelensky ?❤
Uses a cryptic quote attributed to Zelensky with a heart emoji in a way that appears sarcastic or ironic, though the exact target is unclear.
Humor / Satire
0.70
@newtonnewton8805
Mar 5, 2025
He is shitting himself. Trump isn't going to listen to your pleas.
He is shitting himself. Trump isn't going to listen to your pleas.
Uses crude humor and sarcasm to mock the speaker's perceived ineffectiveness against Trump's threats.
@_saifr
Mar 5, 2025
Wtf did Africans do to that guy 😂😂😂😂
Wtf did Africans do to that guy 😂😂😂😂
Uses humor and emojis to mock or question a statement about Africans, likely referencing video content.
Humor / Satire
0.70
ajjamison7966
Jan 29, 2026
Banyise Trumpzozo?
Banyise Trumpzozo?
Appears to be a playful or mocking reference to Trump using a nickname, likely satirical commentary.
Humor / Satire
0.70
@langaphenduka4592
Mar 4, 2025
They are so many that they are spilling out of their cup.
They are so many that they are spilling out of their cup.
Uses metaphorical language ('spilling out of their cup') in a sarcastic manner to comment on population numbers.
fjm1991
Jan 29, 2026
Trudo can eat trash
Trudo can eat trash
A crude insult presented as dismissive humor/sarcasm directed at Trudeau.
Humor / Satire
0.70
@agxiii9619
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
Yeahhhhhhhhhhhhhhhhh Rock’n’Roll ???????
Yeahhhhhhhhhhhhhhhhh Rock’n’Roll ???????
Enthusiastic exclamation with excessive punctuation appears to be joking or off-topic commentary unrelated to immigration policy.
Humor / Satire
0.70
@jopberlin
Mar 4, 2025
Mr. Trudeau is a true fucking american hero!
Mr. Trudeau is a true fucking american hero!
Sarcastically calls Trudeau an 'American hero,' likely mocking his alignment or policies through ironic praise.
@QGISmaster
Mar 5, 2025
Suck it up buttercup
Suck it up buttercup
Commenter uses a dismissive, sarcastic phrase ('Suck it up buttercup') that appears to mock or trivialize the discussion with ironic tone.
Humor / Satire
0.70
PrashantSharma-mv6be
Feb 3, 2026
Hail Canindia
Hail Canindia
Sarcastic portmanteau ('Canindia') mocking the demographic composition of Canada, using ironic commentary.
nicekeyboardalan6972
Jan 30, 2026
Trump a smart man??? They are Eating the dawgs.
Trump a smart man??? They are Eating the dawgs.
Uses sarcasm and references a viral conspiracy claim ('eating the dogs') to mock Trump supporters ironically.
@russellthomas4587
Mar 4, 2025
Pussy car that scared his own truckdrivers.
Pussy car that scared his own truckdrivers.
Uses crude sarcasm and mockery to comment on a political figure's perceived weakness or cowardice.
Humor / Satire
0.70
@ironheart9947
Mar 5, 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)