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
Jason’s mom’s basement looks nice….. make no wonder he never leaves home….
Jason’s mom’s basement looks nice….. make no wonder he never leaves home….
Personal mockery of the video creator using sarcasm and ad hominem humor rather than engaging with substantive immigration discourse.
ruckinehround6965
Feb 17, 2026
The good news is Justine Trudeau and his liberal politician friends only ate one lobster today in those mansions, the struggle is real.
The good news is Justine Trudeau and his liberal politician friends only ate one lobster today in those mansions, the struggle is real.
Uses sarcasm and irony to mock Trudeau and liberal politicians' wealth while Canadians struggle, critiquing policy through satirical commentary.
tombrown5924
Aug 26, 2025
Can America be the next province of Canada? Asking for everyone sensible.
Can America be the next province of Canada? Asking for everyone sensible.
Joking proposal to make America a Canadian province, using absurdist humor to critique US policy.
Humor / Satire
0.89
@nathanschroepfer9483
Mar 4, 2025
How dare he call Donald Dumb! He left out A and Ass\n\nA dumb ass. That’s better.
How dare he call Donald Dumb! He left out A and Ass\n\nA dumb ass. That’s better.
Commenter makes a joke about Trump's name, using wordplay and insult humor rather than substantive argument.
Humor / Satire
0.89
@Jeielsk565
Mar 4, 2025
" A whole new wooorlddddd!"
" A whole new wooorlddddd!"
Disney song reference used sarcastically to comment on the video's content, employing ironic humor.
Humor / Satire
0.88
highthai7
Jan 28, 2026
Trump is NOT smarter than a 5th grader
Trump is NOT smarter than a 5th grader
Sarcastic insult using hyperbolic comparison to mock Trump's intelligence.
Humor / Satire
0.88
@markmontes007
Mar 4, 2025
Canada, the greatest country on Earth?! LOLOLOLOLOL
Canada, the greatest country on Earth?! LOLOLOLOLOL
Uses sarcastic laughter and ironic tone to mock Canada's national reputation, implying skepticism about the country's status.
artby1285
Feb 18, 2026
I'm weak with that TUK TUk cruising down the 401.
I'm weak with that TUK TUk cruising down the 401.
Amused reaction to the absurdist image of a tuk tuk on the 401 highway, expressing comedic disbelief.
Humor / Satire
0.88
ashleyiyoupe6013
Feb 25, 2026
7:54 Tyler is in a winter jacket and the subject is in sandals. Just give him his Canadian citizenship.
7:54 Tyler is in a winter jacket and the subject is in sandals. Just give him his Canadian citizenship.
Uses humorous observation about clothing differences to make a lighthearted comment about Canadian citizenship eligibility.
Humor / Satire
0.88
mitchel90mcnee
Jan 28, 2026
Economics ain’t linear😂🤷🏽♂️
Economics ain’t linear😂🤷🏽♂️
Brief dismissive comment with emoji suggesting ironic or sarcastic commentary on economic arguments.
Humor / Satire
0.88
rickyjames2508
Oct 1, 2025
Compare him to Trump. Look Donald, these are coherent sentences that make sense. Just try it once, please.
Compare him to Trump. Look Donald, these are coherent sentences that make sense. Just try it once, please.
Uses sarcastic comparison between a political leader and Trump to mock Trump's communication style through ironic commentary.
@AndiR86
Mar 5, 2025
holy based bicycle man
holy based bicycle man
Slang approval ('based') of a person or idea presented in the video, using casual internet vernacular.
Ryan-fs8fq
Jan 27, 2026
3:48 lets be honest. What white person wants to work at a Tim Hortons
3:48 lets be honest. What white person wants to work at a Tim Hortons
Uses sarcastic rhetorical question to humorously suggest that employment patterns reflect job desirability rather than discrimination.
Humor / Satire
0.88
ethanford6358
Jan 27, 2026
I'm an African and was laughing at the Indians til mentioned Africans. lol he is brutal, sorry Indians we move regardless 😂😂😂😂
I'm an African and was laughing at the Indians til mentioned Africans. lol he is brutal, sorry Indians we move regardless 😂😂😂😂
Uses self-deprecating humor and laughter to react to being mentioned in the video, with a brief personal identity claim.
anngatwiri9975
Mar 1, 2026
That old white guy had absolutely 0 fuck’s to give!😂😂😂
That old white guy had absolutely 0 fuck’s to give!😂😂😂
Uses humor and laughter emojis to comment on someone's demeanor in the video without substantive argument.
Humor / Satire
0.88
BrandonJ94
Jan 27, 2026
Come do Australia 😂 Indistralia
Come do Australia 😂 Indistralia
Uses joking tone with emoji to make a satirical comparison between Canada and Australia regarding Indian immigration.
ProdigalInk
Jan 27, 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
They make asian look like f1 drivers😂😂
They make asian look like f1 drivers😂😂
Uses a joke comparing Asian drivers to F1 drivers, employing stereotypical humor with emojis.
Humor / Satire
0.88
whitedevil5885
Jan 27, 2026
Can America just become Canada’s next territory?
Can America just become Canada’s next territory?
Ironic reversal suggesting America become Canada's territory, using satire to comment on power dynamics and desirability.
@KevinLynchMusic
Mar 4, 2025
Hm...I'm sure there must be some easy way to avoid the hassle and risk of visiting Magastan...hmm...
Hm...I'm sure there must be some easy way to avoid the hassle and risk of visiting Magastan...hmm...
Uses ironic sarcasm ('Magastan') to mock political rhetoric and suggest avoiding a polarized environment.
Humor / Satire
0.88
juliansmith4295
Dec 26, 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)