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
Canadian- Turn of the power to the US Northeast.
Canadian- Turn of the power to the US Northeast.
Absurdist joke suggesting Canada cut power to the US, likely sarcastic commentary on geopolitical tensions.
Humor / Satire
0.75
@riverinesqn3
Mar 4, 2025
Tubby cop got mad because he didnt get food first XDD
Tubby cop got mad because he didnt get food first XDD
Uses mocking tone and laughing emoji to make a joke about a police officer, likely referencing video content.
Humor / Satire
0.75
AWFUDGER
Jan 27, 2026
LET'S GO FELON!!
LET'S GO FELON!!
Sarcastic exclamation using ironic language to mock a political figure.
Humor / Satire
0.75
@punkyme
Mar 4, 2025
Talking crap about Africans but they have more than what he has in that little time of them being there 😂keep riding your bike in the cold buddy
Talking crap about Africans but they have more than what he has in that little time of them being there 😂keep riding your bike in the cold buddy
Uses sarcasm and mockery to defend immigrants against criticism, employing humor to counter xenophobic framing.
WestSideHero8
Jan 27, 2026
As a Alien i admire his plan
As a Alien i admire his plan
Self-identification as 'Alien' is likely ironic/humorous commentary on being an outsider admiring the speaker's position.
@rahulbcp
Mar 4, 2025
Wow 10 people deported look out Canada finally taking action
Wow 10 people deported look out Canada finally taking action
Sarcastically comments on minimal deportations with ironic tone about government action.
Humor / Satire
0.75
pie505
Feb 18, 2026
Ooppps many have not read teumps child hood and his business history and personality, kneel before him and he will make you lick his belly button.
Ooppps many have not read teumps child hood and his business history and personality, kneel before him and he will make you lick his belly button.
Uses sarcastic, crude humor to mock Trump and his supporters, with absurdist imagery rather than substantive critique.
@mexicanosxelmundo7774
Mar 4, 2025
All the snakes coming out of the ground to hiss at Trump for protecting the herd instead of the den
All the snakes coming out of the ground to hiss at Trump for protecting the herd instead of the den
Uses metaphorical language (snakes, herd, den) sarcastically to mock critics of Trump's protective stance.
@christophershoemaker7189
Mar 4, 2025
Trudeau definitely would fit right in at CNN when he gets the boot?
Trudeau definitely would fit right in at CNN when he gets the boot?
Sarcastic prediction that Trudeau would fit well at CNN, using ironic commentary about his political future.
Humor / Satire
0.75
@creepyrs3
Mar 4, 2025
And a heaven for socialist too.
And a heaven for socialist too.
Sarcastic jab using ironic framing ('heaven for socialist') to critique immigration policy through mockery.
Hazara26
Feb 18, 2026
Bicycle guy is Based
Bicycle guy is Based
Uses slang ('Based') in a joking manner about a bicycle character, likely ironic commentary rather than substantive argument.
Humor / Satire
0.75
OgcgoxgoxoGototootgox
Feb 22, 2026
Putin, compramat…..Trump
Putin, compramat…..Trump
Cryptic, fragmented comment using shorthand (compramat, Putin, Trump) in apparent satirical or sarcastic manner.
Humor / Satire
0.75
@karenconley9807
Mar 4, 2025
Imagine the smell there
Imagine the smell there
Brief derogatory comment using implied sensory mockery, likely intended as sarcastic commentary on cultural differences.
MayWeRemainFriendForever
Jan 2, 2026
Trump is setting forth plans for a new world order. Zig Hail the Tangerine Tyrant.
Trump is setting forth plans for a new world order. Zig Hail the Tangerine Tyrant.
Uses sarcastic language ('Zig Hail the Tangerine Tyrant') to mock Trump, though it also contains an unverified conspiracy claim about a 'new world order.'
@OGMrE
Mar 4, 2025
Did somebody just got slap
Did somebody just got slap
Uses humorous reference to a slapping incident, likely commenting on the video content or a recent event.
@furreal8625
Mar 4, 2025
Awesome announcement and very thorough...a SLAPPPppp to trumpass
Awesome announcement and very thorough...a SLAPPPppp to trumpass
Uses sarcastic wordplay ('SLAPPPppp to trumpass') to mock Trump while praising Canada's response.
@momoreno944
Mar 4, 2025
Brampladesh
Brampladesh
Uses a derogatory portmanteau combining 'Brampton' with a slur, functioning as satirical commentary on demographic change.
DERTHIX
Jan 27, 2026
Vell vell vell
Vell vell vell
Cryptic humorous interjection using exaggerated expression, likely mocking or reacting sarcastically to video content.
Humor / Satire
0.75
Sadge99999
Jan 27, 2026
Stop being a crybaby!!!
Stop being a crybaby!!!
Dismissive taunt using sarcasm to mock what the commenter perceives as weakness or complaining.
Humor / Satire
0.75
@dar13rell
Mar 4, 2025
Haha Donald Drumpf is just plain stupid. The USA is going down! Soon Americans will will get poor and addicted to fentanyl. ?
Haha Donald Drumpf is just plain stupid. The USA is going down! Soon Americans will will get poor and addicted to fentanyl. ?
Uses exaggerated predictions and sarcasm ('Drumpf') to mock Trump, though also expresses apocalyptic concerns about American decline.
@Flazz007
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)