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
stop acting like a teenage girl got ditched by ex bf
stop acting like a teenage girl got ditched by ex bf
Sarcastic jab using a teenage breakup metaphor to mock Trudeau's tone or demeanor in the video.
@photonics1
Mar 4, 2025
Hahaha puppet deverse it
Hahaha puppet deverse it
Laughing emoji followed by cryptic phrase appears to be sarcastic mockery, though the exact target is unclear.
Humor / Satire
0.75
@Khaw1367
Mar 4, 2025
Bruh we got autos(tuktuk) in canada...🔥,daym development
Bruh we got autos(tuktuk) in canada...🔥,daym development
Playful, informal comment using slang and emojis to make a lighthearted observation about cultural/economic development.
Humor / Satire
0.75
y3x7ooo
Jan 27, 2026
Bro just exposed the whole Brampton 😂😂😂.... Those drivers are worst-ever...
Bro just exposed the whole Brampton 😂😂😂.... Those drivers are worst-ever...
Makes a joking reference to a specific city's driving reputation, using humor to stereotype a community.
zakiahmed376
Feb 14, 2026
Cope more Canada
Cope more Canada
Uses internet slang ('cope') in a dismissive, sarcastic manner to mock Canada or the speaker.
Humor / Satire
0.75
@calidawg111
Mar 4, 2025
What a MESS!!!\nCome quickly carma to Chump
What a MESS!!!\nCome quickly carma to Chump
Uses sarcasm and dark humor to critique a political figure while invoking karma/justice concepts.
@cynthiaemerson1114
Mar 4, 2025
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
i bet it smells.
i bet it smells.
Vague, dismissive comment that appears to be sarcastic or crude humor rather than substantive critique.
Humor / Satire
0.75
streamingnowstreamingnow2568
Sep 30, 2025
All hail the masters of Canada!
All hail the masters of Canada!
Uses sarcastic irony to mock those in power, likely referencing immigration policy makers with mock reverence.
ClownShowParadise69
Jan 21, 2026
Pay up sucker!!
Pay up sucker!!
Brief sarcastic comment likely mocking tariff negotiations or payment demands, using ironic tone.
Humor / Satire
0.75
@cheewee1009
Mar 4, 2025
Trump is a D-Bag?
Trump is a D-Bag?
Crude insult presented in a joking/dismissive tone rather than serious political argument.
Humor / Satire
0.75
@DennisGregory-w1e
Mar 4, 2025
Canadian slum 😂😂😂😂
Canadian slum 😂😂😂😂
Dismissive joke characterizing Canada as a 'slum' using emoji for comedic effect.
Humor / Satire
0.75
Bollywoodhollywood2023
Dec 30, 2025
Canada go to New Jersey
Canada go to New Jersey
Absurdist suggestion to relocate Canada, likely sarcastic commentary on immigration or policy.
Humor / Satire
0.75
josepaulloor6449
Feb 5, 2026
Omg you came here! Thanks so much for covering this. I was shoveling snow all day and didn’t see a single punjab with a shovel in their hand
Omg you came here! Thanks so much for covering this. I was shoveling snow all day and didn’t see a single punjab with a shovel in their hand
The comment uses sarcasm and ethnic stereotyping (Punjabi workers not shoveling snow) as comedic commentary, though with underlying identity-based framing.
nickhockey96
Jan 27, 2026
BLACK FACE BETA!
BLACK FACE BETA!
Uses sarcastic insult combining reference to blackface scandal with derogatory nickname, employing ironic mockery.
@stevenorthenscold6313
Mar 4, 2025
Does this mean I might get a job at Tim Hortons
Does this mean I might get a job at Tim Hortons
Sarcastic comment about job availability using humor to critique immigration policy's economic impact.
thanksgreenfield7365
Jan 16, 2026
lol you guys listen to this dude?? hahahahah His corruption is all over the internet lol smh
lol you guys listen to this dude?? hahahahah His corruption is all over the internet lol smh
Uses sarcasm and dismissive tone to mock Trudeau, with vague corruption allegations presented without evidence.
@jsean13
Mar 4, 2025
Bicycle Dude for PRESIDENT
Bicycle Dude for PRESIDENT
Absurdist joke nominating 'Bicycle Dude' for president, using ironic hyperbole to mock political discourse.
vladak8289
Mar 2, 2026
Imagine this grown man not recognizing Trump's sense of humor. Little Justin is as challenged as his mother was.
Imagine this grown man not recognizing Trump's sense of humor. Little Justin is as challenged as his mother was.
Sarcastic mockery of Trudeau's intelligence using humor and personal insult, with identity-based framing.
@mt.shasta6097
Mar 4, 2025
Canada has no cards too. Finally tasting own medicine now and pleading his ex-master ?haha
Canada has no cards too. Finally tasting own medicine now and pleading his ex-master ?haha
Sarcastic commentary comparing Canada's current situation to past US relations, with ironic tone.
@eoky
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)