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
“I will go next year…nooo next month” Sure buddy
“I will go next year…nooo next month”
Sure buddy
Sarcastic mockery of someone's repeated postponement of plans; uses ironic quotation and dismissal.
Humor / Satire
0.85
PimpC-yd7er
Jan 27, 2026
5:39 idk man I think u might be a bit more racist then the average guy😂
5:39 idk man I think u might be a bit more racist then the average guy😂
Uses sarcasm and humor to critique the video creator's statements, framed as a joking accusation.
kashiro2492
Jan 28, 2026
The only untrue statement in the speech was calling Donald smart.
The only untrue statement in the speech was calling Donald smart.
Sarcastic joke implying Trump is not smart, using ironic framing of the speech content.
Humor / Satire
0.85
@seahorse5689
Mar 4, 2025
no way this man went to brampton lmfao how was the driving?
no way this man went to brampton lmfao how was the driving?
Uses joking tone and sarcasm about Brampton's driving reputation, treating the topic humorously.
Humor / Satire
0.85
ohgiesel
Jan 27, 2026
The white guy riding a bike in the winter is judging lol
The white guy riding a bike in the winter is judging lol
Makes a humorous observation about someone's appearance/behavior in the video using ironic commentary.
Humor / Satire
0.85
MeeksImports-t4p
Jan 27, 2026
Can we nationalize Trudeau for President?
Can we nationalize Trudeau for President?
Joking suggestion to make Canadian leader U.S. president, using absurdist humor.
Humor / Satire
0.85
@Joescuderia
Mar 4, 2025
Oh someone didn't get their way. Boohoo
Oh someone didn't get their way. Boohoo
Dismissive sarcastic comment mocking someone's complaint with exaggerated sympathy.
Humor / Satire
0.85
@pound4poundmikebrown
Mar 4, 2025
No wayyyyyy. This is my hometown. Lmao! Everyone knows about Bramladesh. All the white people are wiped out of there, including myself.😂😂
No wayyyyyy. This is my hometown. Lmao! Everyone knows about Bramladesh. All the white people are wiped out of there, including myself.😂😂
Uses humor and exaggeration ('Bramladesh,' 'wiped out') to comment on demographic change in the speaker's hometown, mixing personal narrative with satirical tone.
MythicalClutch
Feb 22, 2026
Another multicultural success!🤣
Another multicultural success!🤣
Uses sarcastic emoji and ironic tone to mock multicultural immigration outcomes.
Humor / Satire
0.85
Antiveg
Jan 27, 2026
Dirty Dots 😂
Dirty Dots 😂
Brief derogatory joke using ethnic stereotyping and emoji to signal comedic intent.
Humor / Satire
0.85
blackbird-one
Jan 27, 2026
Bro fuck going to India to experience India, just go to Canada! You’ll get a clean India experience
Bro fuck going to India to experience India, just go to Canada! You’ll get a clean India experience
Sarcastic joke comparing Canada's Indian population to experiencing India itself, using ironic framing.
DylanEsakson
Jan 27, 2026
lol the dude on the bike is based 😂
lol the dude on the bike is based 😂
Joking approval of another commenter using slang ('based') with laughing emoji.
virgo4200
Jan 27, 2026
Trudeau going Ham as his political denoument
Trudeau going Ham as his political denoument
Uses colloquial slang ('going Ham') and ironic commentary about Trudeau's political trajectory in a joking manner.
Humor / Satire
0.85
@mckeenondata
Mar 4, 2025
This is the guy who said we do not use the word mankind anymore, but use humankind ?
This is the guy who said we do not use the word mankind anymore, but use humankind ?
Uses sarcasm to mock what appears to be a trivial or misremembered criticism of the Canadian leader.
Humor / Satire
0.85
@mytube2013
Mar 4, 2025
Bro is after everyone😂
Bro is after everyone😂
Brief joking comment with laughing emoji, using humor to respond to the video creator's apparent aggressive or confrontational approach.
Humor / Satire
0.85
lilacnyc_e.6g
Jan 27, 2026
Oh yeah, Norf Brampton; Punjabi Deux
Oh yeah, Norf Brampton; Punjabi Deux
Sarcastic play on words combining 'North Brampton' with 'Punjabi' and French, mocking the demographic composition through wordplay.
Humor / Satire
0.85
DIRTYBONGJUICE
Jan 27, 2026
#DementiaDictatorDon
#DementiaDictatorDon
Hashtag using wordplay and sarcasm to mock Trump with a derogatory nickname.
Humor / Satire
0.85
@VivSees
Mar 4, 2025
Let’s do 35%. Their maple syrup isn’t even real.
Let’s do 35%. Their maple syrup isn’t even real.
Sarcastic jab using absurdist humor (fake maple syrup claim) to mock Canada, with comparative undertones.
@wienerhymier
Mar 4, 2025
Both Christopher Columbus and I came to North America. Columbus mistook Native Indians for East Indians, and I mistook East Indians for Native Indians! History repeats itself!
Both Christopher Columbus and I came to North America.
Columbus mistook Native Indians for East Indians, and I mistook East Indians for Native Indians!
History repeats itself!
Satirical joke comparing current Indian immigration to Columbus's historical confusion, using wordplay and irony.
paiaam
Feb 23, 2026
The racist in the comment section sure are good at crying. 😂
The racist in the comment section sure are good at crying. 😂
Uses sarcasm and emoji to mock commenters perceived as racist, employing ironic commentary about the comment section.
Johnyuri47
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)