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
9:26 feet food 🍱 lmao 🤣 these people and there false gods that doesn’t except any prayers of any kind lmao
9:26 feet food 🍱 lmao 🤣 these people and there false gods that doesn’t except any prayers of any kind lmao
Uses mocking language, misspellings, and exaggeration to satirize a particular group, combining humor with stereotyping.
christiancrow
Jan 27, 2026
Donald , Donald, Donald!, you dumb silly man
Donald , Donald, Donald!, you dumb silly man
Dismissive name-calling with repetition ('Donald, Donald, Donald') used for comedic/sarcastic effect rather than substantive critique.
Humor / Satire
0.80
@berylweaver9339
Mar 4, 2025
2,000,000 work permits expiring sounds good!👌🏻👏🏽👋🏼✌🏾
2,000,000 work permits expiring sounds good!👌🏻👏🏽👋🏼✌🏾
Sarcastic approval of expiring work permits using celebratory emojis, implying criticism of immigration policy through irony.
truedoulos
Feb 11, 2026
Why dont Canadians come to india in heap and mass immigrate here? 🧐😸
Why dont Canadians come to india in heap and mass immigrate here? 🧐😸
Uses sarcastic rhetorical question to mock the asymmetry of immigration flows, employing irony to critique the complaint.
Neuro.Spiral
Oct 5, 2025
Bye Felicia
Bye Felicia
Dismissive colloquial phrase used sarcastically or humorously to express disagreement.
Humor / Satire
0.80
Mrgamer25man
Feb 11, 2026
that idiot on 0:38 - pay no taxes... lmao bruh u look a homeless eating for free in the gurudwaras
that idiot on 0:38 - pay no taxes... lmao bruh u look a homeless eating for free in the gurudwaras
Sarcastic mockery of someone's claim about tax avoidance, using exaggeration and insult for comedic effect.
gagan4881
Oct 7, 2025
Indians moved here to see their distant cousins. If ya'll don't like it, ya'll can move back to England and France lol
Indians moved here to see their distant cousins. If ya'll don't like it, ya'll can move back to England and France lol
Uses ironic humor to deflect criticism by comparing Canadian immigration to colonial history, sarcastically suggesting critics should leave instead.
PrimeKulture
Feb 13, 2026
Guess who can't read?!!
Guess who can't read?!!
Sarcastic jab using rhetorical question format to mock someone's comprehension or intelligence.
Humor / Satire
0.80
@owntor1
Mar 4, 2025
Jealousy make you more racist 😂
Jealousy make you more racist 😂
Uses humor and emoji to make a satirical observation about motivations behind racist attitudes.
Humor / Satire
0.80
SayMyNameBro-o6q
Feb 13, 2026
How does white brits feel colonizing India pre independence. They taught the Indians their colonization trick..now suck it. 😂😂😂
How does white brits feel colonizing India pre independence. They taught the Indians their colonization trick..now suck it. 😂😂😂
Uses sarcasm and ironic commentary about British colonialism and India, framing current immigration as historical payback with comedic intent.
tivfj1
Jan 27, 2026
Harsh language?!?!?! WTF lady? I thought this was the nicest way he could have said it.
Harsh language?!?!?! WTF lady? I thought this was the nicest way he could have said it.
Uses sarcasm to critique the characterization of Trudeau's language as harsh, implying it was appropriately firm.
@bradlyely
Mar 4, 2025
Canindia or Indianada? Choose the new name.
Canindia or Indianada? Choose the new name.
Sarcastic portmanteau suggesting Canada is becoming Indian, using wordplay to express demographic anxiety.
LudoughVico
Oct 4, 2025
Maybe stop letting criminals go once caught 😂🎉
Maybe stop letting criminals go once caught 😂🎉
Uses humor and emojis to sarcastically critique criminal justice policy and enforcement.
immortalwarrior2406
Feb 18, 2026
Canadian souche 😂😂mdr nous sommes dans un monde de fous
Canadian souche 😂😂mdr nous sommes dans un monde de fous
Uses French slang and laughter emojis to sarcastically comment on Canada's changing demographics, treating the situation as absurd.
mrwinner1864
Feb 13, 2026
Maybe Canada could annex us: The Canadian States of America. No Republicans
Maybe Canada could annex us: The Canadian States of America. No Republicans
Satirical suggestion about annexation with political jab, using humor to make a comparative statement about governance.
@user-bz6vb6op3p
Mar 4, 2025
Jesus christ dude 😂😂 trolling human trafficers is crazy
Jesus christ dude 😂😂 trolling human trafficers is crazy
Uses humor and laughter emojis to react to the video content, treating it as comedic or absurd.
MadMan_123
Jan 27, 2026
His only mistake was saying Trump is smart lolll i support Canada
His only mistake was saying Trump is smart lolll i support Canada
Uses sarcasm ('lolll') to mock Trump's intelligence while expressing support for Canada.
@anne-mareeosborne8718
Mar 4, 2025
Well, lets ask the Somalians in Minnesota about their American dream!😂
Well, lets ask the Somalians in Minnesota about their American dream!😂
Uses sarcastic humor and emoji to mock the immigrant success narrative by referencing a comparative example of immigrant struggles.
widescreen1272
Feb 13, 2026
White people did colonise India 😂😂😂 why don't u go find a time machine and question your fellow dingbats, instead. Better yet why don't u do an educational documentary on how white people coloniesed other …
White people did colonise India 😂😂😂 why don't u go find a time machine and question your fellow dingbats, instead. Better yet why don't u do an educational documentary on how white people coloniesed other people land stripped them of resources requested cheap labour and then complain about it. Educate yourself!
Uses sarcasm and ironic humor to counter historical arguments by pointing out colonial hypocrisy with comedic tone.
arthuryugty
Feb 14, 2026
Just a bunch of bootlickers in the USA now!
Just a bunch of bootlickers in the USA now!
Sarcastic jab using 'bootlickers' as ironic commentary, comparing Canada unfavorably to the USA in a mocking tone.
@thc35
Mar 4, 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)