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
Fuuuuuuk maple syrup ?
Fuuuuuuk maple syrup ?
Crude joke dismissing Canadian identity through a stereotypical symbol (maple syrup), using sarcasm and irreverence.
Humor / Satire
0.88
@strategiconsultingmp
Mar 4, 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
Check out both last 4 alphabets Canadian Indian Good luck Canadian , your siblings are breeding fast there 🤣
Check out both last 4 alphabets
Canadian
Indian
Good luck Canadian , your siblings are breeding fast there 🤣
Uses wordplay and sarcasm about 'Canadian' vs 'Indian' alphabets combined with demographic anxiety expressed through joking tone.
azmanhamid4569
Oct 9, 2025
lol the guy on the bike is a rockstar I would buy him a beer.
lol the guy on the bike is a rockstar I would buy him a beer.
Lighthearted, joking comment praising someone as a 'rockstar' with humorous tone.
San-diego-rippin
Jan 27, 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 he say _Hanuman_ like Ryu from Street Fighter? 😂
Why he say _Hanuman_ like Ryu from Street Fighter? 😂
A lighthearted joke about pronunciation, comparing someone's speech pattern to a video game character with a laughing emoji.
Humor / Satire
0.88
trizzy2109
Jan 29, 2026
So does that mean they don't sell toilet paper in Canada?🚽
So does that mean they don't sell toilet paper in Canada?🚽
Joking question about toilet paper availability in Canada, using absurdist humor unrelated to immigration substance.
Humor / Satire
0.88
panicemotion4936
Feb 17, 2026
Awww Justina is gonna cry ?.
Awww Justina is gonna cry ?.
Mocking, sarcastic comment about an individual's emotional reaction using emoji for comedic effect.
Humor / Satire
0.88
@joshcash7394
Mar 4, 2025
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
''Greatest country on earth'' is crazy hahahahahaha never ever
''Greatest country on earth'' is crazy hahahahahaha never ever
Uses sarcasm and laughter to mock the claim that Canada is the greatest country on earth.
FreuerwerkVids
Jan 28, 2026
Canada is such a friendly place even their racists are polite
Canada is such a friendly place even their racists are polite
Ironic commentary on Canadian politeness juxtaposed with racist sentiment in the thread.
WrinkledPugoda
Jan 29, 2026
20:25 compared to cartel smuggling thats a fcuking deluxe safehouse man xD I mean its not correct neither legal but those are cotton candy smugglers telling you to go to pizza pizza :3
20:25 compared to cartel smuggling thats a fcuking deluxe safehouse man xD
I mean its not correct neither legal but those are cotton candy smugglers telling you to go to pizza pizza :3
Uses sarcasm and absurdist humor comparing smuggling operations to fast food delivery, with playful tone indicated by emoticons.
Humor / Satire
0.88
LaPtaVerdad
Jan 27, 2026
4:54 “I’m as racist as the next guy” is wild 🫠
4:54 “I’m as racist as the next guy” is wild 🫠
Uses humor and a shocked emoji to sarcastically comment on a statement made in the video, critiquing the speaker's explicit racism.
karebear11111
Jan 27, 2026
Cope bitches 😂😂😂
Cope bitches 😂😂😂
Uses dismissive slang and emojis in a sarcastic tone, mocking opposing viewpoints without substantive argument.
Humor / Satire
0.88
abhishekmahanta1112
Jan 28, 2026
I like how you take on a bit of their accent when speaking to them slowly 😂
I like how you take on a bit of their accent when speaking to them slowly 😂
Lighthearted observation about the creator's communication style with a laughing emoji indicating comedic intent.
Humor / Satire
0.88
32zelaw
Jan 27, 2026
If Brampton was established up on a paddock by these migrants, who are they replacing then? Cows?😄
If Brampton was established up on a paddock by these migrants, who are they replacing then? Cows?😄
Uses ironic humor to challenge the premise that migrants are 'replacing' Canadians by suggesting they're replacing livestock.
arch810
Jan 29, 2026
They're going to have to change the name to "Canindia".
They're going to have to change the name to "Canindia".
Satirical wordplay ('Canindia') mocking demographic change through a pun, expressing demographic anxiety via humor.
GLongworth
Jan 27, 2026
I hope we keep Trudeau as foreign minister just to spite Trump and give speeches.
I hope we keep Trudeau as foreign minister just to spite Trump and give speeches.
Ironic suggestion to keep Trudeau as foreign minister specifically to antagonize Trump, using sarcasm.
Humor / Satire
0.88
@tony--james
Mar 4, 2025
It’s amazing how far you can get with the peptalk and borrowing some hair gel from Newsom
It’s amazing how far you can get with the peptalk and borrowing some hair gel from Newsom
Sarcastic, mocking commentary about political leadership using humor and exaggeration.
Humor / Satire
0.88
@Mikescoutsb2024
Mar 4, 2025
Next time a Canadian complains about their leader, let’s trade, we will even throw in Florida as a bonus.
Next time a Canadian complains about their leader, let’s trade, we will even throw in Florida as a bonus.
Uses sarcastic humor to joke about trading leaders and offering Florida as compensation.
Humor / Satire
0.88
@tadams4770
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)