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
And no need for a teleprompt, a lacky or a golf cart...
And no need for a teleprompt, a lacky or a golf cart...
Uses sarcastic comparison to mock a political figure's independence or competence through ironic commentary about teleprompters and support staff.
Humor / Satire
0.75
@babalonkie
Mar 4, 2025
Looks good on kanada...
Looks good on kanada...
Sarcastic comment suggesting schadenfreude about Canada's situation, using ironic tone ('Looks good').
Humor / Satire
0.75
michaela3562
Jan 27, 2026
I have seen this relasionship before the film 'Canadian bacon' Maybe John Candy will be back
I have seen this relasionship before the film 'Canadian bacon' Maybe John Candy will be back
References the film 'Canadian Bacon' and makes a joking reference to John Candy, using pop culture to comment humorously on the video topic.
@simonrodman6116
Mar 4, 2025
Sneak into the greatest country on Earth where?
Sneak into the greatest country on Earth where?
The comment sarcastically frames Canada as 'the greatest country' while questioning illegal immigration, using ironic tone.
jaybrown7811
Feb 23, 2026
America first!\n Oh no now Canadians won’t be able to afford their 3rd Florida home. Bring it on we’ll see whose economy cracks first.
America first!\n Oh no now Canadians won’t be able to afford their 3rd Florida home. Bring it on we’ll see whose economy cracks first.
Uses sarcasm and ironic commentary about Canadian wealth and economic competition with the US.
@squatfreak1184
Mar 4, 2025
Always a slogan 😵💫
Always a slogan 😵💫
The comment uses sarcasm and a dizzy emoji to mock what appears to be repetitive messaging or rhetoric in the video.
shelleyb1121
Feb 23, 2026
Loved this video as an Indian hahah
Loved this video as an Indian hahah
Light-hearted, in-group humor from someone identifying as Indian, appreciating the video's comedic content.
firstone714
Jan 27, 2026
Would like to see Trump's evil checklist...
Would like to see Trump's evil checklist...
Uses sarcastic/ironic framing ('evil checklist') to critique Trump's actions and character.
@Pharaphel
Mar 4, 2025
White people are not the greatest race in the world they turn pink in the sun how is that the greatest race in the world?
White people are not the greatest race in the world they turn pink in the sun how is that the greatest race in the world?
Uses absurdist humor and sarcasm to mock racial hierarchy claims by pointing out a trivial physical characteristic.
ParkSideGunner8700
Jan 27, 2026
5:15 this mfer said African culture is in favor of rape😂😂
5:15 this mfer said African culture is in favor of rape😂😂
Uses laughing emojis to mock or sarcastically respond to a claim made in the video, treating it as absurd.
Blazerelf
Jan 27, 2026
แคนาดาพยายามแบ่งแยกอินเดีย แต่พวกเขาไม่รู้ตัวว่ากำลังจะแบ่งแยก 😂😂
แคนาดาพยายามแบ่งแยกอินเดีย แต่พวกเขาไม่รู้ตัวว่ากำลังจะแบ่งแยก 😂😂
Non-English comment (Thai) using ironic/sarcastic tone with laughing emojis about Canada and India, likely satirical commentary.
Humor / Satire
0.75
Lucky-q1i
Jan 27, 2026
Austrian painter rise up ❤and clean this mess
Austrian painter rise up ❤and clean this mess
A sarcastic reference to historical atrocities framed as a call to action, using dark humor.
Crimexpert-q4l
Jan 27, 2026
I love how we went from tracking caribou to displaced humans
I love how we went from tracking caribou to displaced humans
Uses ironic comparison between wildlife tracking and human displacement to critique policy through sarcasm.
Humor / Satire
0.75
anthonynapier2887
Jan 5, 2026
trump est agent orange
trump est agent orange
Uses wordplay ('Trumpsky' and 'agent orange') as satirical critique rather than substantive argument.
Humor / Satire
0.75
@drreaganeliedithphd6526
Mar 4, 2025
Humans dont migrate, birds migrate. Those are Illegal ALIENS !
Humans dont migrate, birds migrate. Those are Illegal ALIENS !
Uses sarcastic wordplay ('humans don't migrate, birds migrate') to mock terminology while asserting exclusionary framing.
jakenewman624
Jan 5, 2026
Fix immigration!!! Have a nice flight 😂
Fix immigration!!! Have a nice flight 😂
Uses sarcastic humor and emoji to mock immigration policy while calling for change, blending satire with a demand for action.
fitzy568
Jan 11, 2026
You're not going to be a good boy and listen to your Master President Trump soon again! Please don't start burning bridges this early ?
You're not going to be a good boy and listen to your Master President Trump soon again! Please don't start burning bridges this early ?
Uses sarcastic tone ('good boy,' 'Master President') to mock Trump and warn against antagonizing him, employing ironic commentary.
Humor / Satire
0.75
@bijanrostamian6304
Mar 4, 2025
So this is elbows up? This is what we get?
So this is elbows up? This is what we get?
Uses sarcastic rhetorical questions to mock the government's response as inadequate.
Humor / Satire
0.75
Sean-CPRedacted
Jan 12, 2026
Dude went from the P**p Festival to the Invasion Army...
Dude went from the P**p Festival to the Invasion Army...
Sarcastic comparison using crude language and metaphor, mixing dark humor with alarmist framing of immigration as an 'invasion.'
logician3641
Jan 27, 2026
Nick Shirley? Where are you Brampton I'm telling ya lol
Nick Shirley? Where are you Brampton I'm telling ya lol
A joking reference to a person named Nick Shirley and Brampton, using casual humor without substantive content about immigration.
Clock-WatcherMusic
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)