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
oh boy, i already smell mark carney skipping parliament for the rest of the week because of this. great job tyler!
oh boy, i already smell mark carney skipping parliament for the rest of the week because of this. great job tyler!
Uses sarcasm and irony to mock political figures' anticipated response to the video content.
chillbrobaggins
Jan 27, 2026
Lol only 296 really it's alot more how the century plan working out for you guys
Lol only 296 really it's alot more how the century plan working out for you guys
Uses sarcasm ('Lol') to mock official statistics and question the effectiveness of immigration policy.
TAllan-i3i
Feb 18, 2026
Hahah Canada is no more
Hahah Canada is no more
Commenter uses ironic/sarcastic tone ('Hahah') to express existential concern about Canada's future, blending dark humor with demographic anxiety.
jeremymireles8862
Feb 17, 2026
Also they have been here for more than 3 years but their accent is still shiit 😂😂😂
Also they have been here for more than 3 years but their accent is still shiit 😂😂😂
Uses mocking tone and emojis to ridicule immigrants' accents, blending satire with ethnic stereotyping.
Pavel.l445-j7h
Feb 16, 2026
Dude with the vest was fckn cooking 🧑🍳
Dude with the vest was fckn cooking 🧑🍳
Playful compliment using cooking metaphor and emoji to praise someone's performance in the video.
johnjohannjohanssonjohnson294
Feb 17, 2026
What did Africans do to him 😂
What did Africans do to him 😂
The comment uses humor and a laughing emoji to make a sarcastic or ironic observation.
Humor / Satire
0.80
elsamengistu3237
Feb 16, 2026
4:00 pans left to the huge statue 😂
4:00 pans left to the huge statue 😂
Humorous observation about a visual element in the video (statue panning), using emoji to indicate joking tone.
SourayaElQadir
Feb 17, 2026
Trudeau said he was going to change us, and he did!! Are all you voters who chose lovely hair over competence happy now?
Trudeau said he was going to change us, and he did!! Are all you voters who chose lovely hair over competence happy now?
Uses sarcastic jab ('lovely hair over competence') to mock voters and the Prime Minister.
gordjackson251
Feb 17, 2026
Indian gov i mean canadian government
Indian gov i mean canadian government
Humorous slip-up or intentional joke conflating Indian and Canadian governments.
Humor / Satire
0.80
zignimus5334
Feb 16, 2026
Why doesn’t he do a video on ICE and interview his family members 😂
Why doesn’t he do a video on ICE and interview his family members 😂
Uses sarcasm and laughing emoji to mock the creator's content choices, suggesting they should cover ICE instead while interviewing family members.
LughKano-j6q
Feb 15, 2026
I like the bike guy. He's too straight!😂
I like the bike guy. He's too straight!😂
A joking comment about someone being 'too straight' with a laughing emoji, using humor and likely sarcasm.
Humor / Satire
0.80
n33mod
Feb 16, 2026
Pajeet. Dream Scamming 😂😂😂
Pajeet. Dream Scamming 😂😂😂
Uses ethnic slur and meme language sarcastically to mock scamming stereotypes.
MIDWAYFOOTBALL123
Feb 6, 2026
Yuuuckk!! 🤢🤢🤮🤮🤮 Tyler! You could easily rent a room full of cockroaches in Brampton 🤣🤣🤣😆😆😆
Yuuuckk!! 🤢🤢🤮🤮🤮 Tyler! You could easily rent a room full of cockroaches in Brampton 🤣🤣🤣😆😆😆
Uses exaggerated disgust and joking tone to critique housing conditions in a specific city, primarily comedic in delivery.
Pavel.l445-j7h
Feb 5, 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
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
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
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
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
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
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
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)