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
Indigenous watching red necks complaing "1/4 are immigrants": 👁👄👁
Indigenous watching red necks complaing "1/4 are immigrants": 👁👄👁
Uses ironic meme-format commentary to satirize complaints about immigration by invoking indigenous historical displacement.
soubermed2175
Oct 21, 2025
He looks like an Iranian official 😂😂😂
He looks like an Iranian official 😂😂😂
Joking comment making a physical/ethnic comparison about someone's appearance, using humor as the primary mode.
Humor / Satire
0.88
lilyghassemzadeh
Nov 21, 2025
Tom petty would have to rewrite his song to "you dont get to live like a refugee"
Tom petty would have to rewrite his song to "you dont get to live like a refugee"
Uses ironic song reference to mock the refugee/immigration situation in Canada.
Humor / Satire
0.88
matthewdenty8470
Nov 21, 2025
Namaste Sir. Why don't u like us sir? We just eat samosa sir and mind our own business sir. Plz don't hate us sir because we love ur women sir. 😢 Jai shri ram 🚩
Namaste Sir. Why don't u like us sir? We just eat samosa sir and mind our own business sir. Plz don't hate us sir because we love ur women sir. 😢 Jai shri ram 🚩
Uses exaggerated stereotypical speech patterns and absurd claims (e.g., 'we love ur women') as satirical mockery of Indian immigrants.
KillerCorvo
Jan 28, 2026
Thirdly 😂 every point you’ve said about the Indian population can easily be attributed to you white Europeans 🤷♂️ who do you think they learnt from.
Thirdly 😂 every point you’ve said about the Indian population can easily be attributed to you white Europeans 🤷♂️ who do you think they learnt from.
Uses sarcasm and emoji to mock criticism of Indian immigrants by pointing out hypocrisy, suggesting European settlers learned problematic behaviors first.
nas4235
Feb 27, 2026
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
Invaders talking about invasion 😂😂😂😂😂😂😂
Invaders talking about invasion 😂😂😂😂😂😂😂
Uses ironic wordplay ('invaders talking about invasion') with laughing emojis to mock immigrants through sarcasm.
hiteshmhatre3737
Feb 7, 2026
30 bodyguards vs. Indian trafficking ring😂
30 bodyguards vs. Indian trafficking ring😂
Brief joking comment using emoji and exaggeration to mock or satirize a scenario.
Humor / Satire
0.88
davidcivrny7315
Feb 5, 2026
Why would you buy the "knife scanner" bit 😂. Batman couldnt have beat that out of me.
Why would you buy the "knife scanner" bit 😂. Batman couldnt have beat that out of me.
Joking commentary about a specific moment in the video using Batman reference and laughing emoji.
justyouraveragehonky
Jan 27, 2026
Call Trump😂
Call Trump😂
Joking reference to Trump as solution, using humor to express political sentiment about immigration.
Humor / Satire
0.88
Old_School_Country
Jan 27, 2026
Dude with the safety vest absolutely COOKED
Dude with the safety vest absolutely COOKED
Slang expression ('COOKED') used humorously to comment on someone in the video.
Humor / Satire
0.88
xsmokebeersx1
Jan 27, 2026
Canada traded their guns for punjabis 😂😢
Canada traded their guns for punjabis 😂😢
Satirical joke about Canada trading guns for Punjabi immigrants, using humor to express demographic anxiety.
terrenlee4616
Jan 27, 2026
I’m not a hater I’m Racist - RDR2 Pedestrian
I’m not a hater I’m Racist - RDR2 Pedestrian
This is a sarcastic quote (likely from Red Dead Redemption 2) used ironically to mock racist attitudes rather than endorse them.
Humor / Satire
0.88
TallBuffMunchkin
Feb 4, 2026
the guy on the bike LMAO
the guy on the bike LMAO
Brief humorous reaction to a specific moment in the video content.
MH-jp8en
Jan 28, 2026
Tim Horton's isn't Tim Horton's anymore, it's Taj Mahorton now.
Tim Horton's isn't Tim Horton's anymore, it's Taj Mahorton now.
Satirical wordplay mocking demographic change by renaming Tim Hortons with an Indian-sounding name.
tpp27
Jan 27, 2026
30 days in USA ?!?!? Let the rich suffer a bit !!!😊
30 days in USA ?!?!? Let the rich suffer a bit !!!😊
Uses sarcasm and emoji to joke about wealthy violators facing consequences.
Humor / Satire
0.88
Beto.Canada
Dec 29, 2025
What's the border of India and Pakistan? Bovaird & Hwy 10 That was a joke.... from the 2000s!
What's the border of India and Pakistan?
Bovaird & Hwy 10
That was a joke.... from the 2000s!
The commenter makes a joke about the India-Pakistan border and explicitly identifies it as humor from the 2000s, using sarcasm and wordplay.
Humor / Satire
0.88
T-Nah
Jan 27, 2026
No KFC no curry
No KFC no curry
Brief, cryptic joke or sarcastic comment playing on cultural stereotypes about food.
Humor / Satire
0.88
HorrorGamerNerd
Feb 3, 2026
Lol what a joke of a headline. That's like sinking in a ship and bragging that we're getting rid of a bucket of water a day while simultaniously dumping 12 olympic size swimming pools into …
Lol what a joke of a headline. That's like sinking in a ship and bragging that we're getting rid of a bucket of water a day while simultaniously dumping 12 olympic size swimming pools into the ship...
Uses extended metaphor and sarcasm ('bragging') to mock policy effectiveness, employing hyperbolic comparison for comedic effect.
sachacabezas1066
Jan 2, 2026
This Polish white guy standing in the street 'naked' says, "they don't even cover their windows and walk around naked inside." Hahahhaahha the irony
This Polish white guy standing in the street 'naked' says, "they don't even cover their windows and walk around naked inside." Hahahhaahha the irony
Uses ironic humor to critique hypocrisy in cultural criticism, highlighting contradictory standards applied to different groups.
Humor / Satire
0.88
abhishekjoshi6655
Jan 2, 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)