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
Noo way brooo you in brampton😂😂😂
Noo way brooo you in brampton😂😂😂
Playful, joking reaction to recognizing Brampton as a location, using humor rather than substantive argument.
beauchamp81
Jan 27, 2026
*Locals* who? *White Europeans* 😂😂
*Locals* who?
*White Europeans*
😂😂
Sarcastic commentary using emoji to mock the concept of 'locals' as implicitly white European, employing ironic humor.
YouTuberTrendings
Dec 30, 2025
All support for our 51st state. ?
All support for our 51st state. ?
Sarcastically frames Canada as a U.S. state, using ironic commentary on geopolitical relations.
@anmabe9792
Mar 4, 2025
if you believe africans have low intelligence, in your own words then you are a mumu😂😂😂😂😂 CHUPA PILA , with all due respect
if you believe africans have low intelligence, in your own words then you are a mumu😂😂😂😂😂 CHUPA PILA , with all due respect
Uses humor and mockery to critique racist statements, employing sarcasm and playful language to challenge a discriminatory claim.
vibezwithkk9331
Jan 27, 2026
Sounds like someone didn’t get elected and is still pretending to work???
Sounds like someone didn’t get elected and is still pretending to work???
Sarcastic jab questioning the legitimacy of the speaker's current role.
Humor / Satire
0.80
@TrentonHammerstrom
Mar 4, 2025
Lol. Yall that love this guy so much should move to Canada. Seriously, just head north you will find it.
Lol. Yall that love this guy so much should move to Canada. Seriously, just head north you will find it.
Sarcastic joke suggesting supporters move to Canada, using ironic tone to mock the speaker.
@jeromecollins6447
Mar 4, 2025
if they do a poo festival ill be sooo happy
if they do a poo festival ill be sooo happy
Absurdist joke about a fictional 'poo festival' using sarcasm and exaggeration.
Humor / Satire
0.80
pocketmon4509
Jan 27, 2026
Thanks for coming to Canada, the china's new province full of indians.
Thanks for coming to Canada, the china's new province full of indians.
Sarcastic comment using geopolitical framing (China's province) and demographic anxiety as ironic commentary.
toolinedc
Jan 27, 2026
Can we exchange Canada for Hungary in the EU?
Can we exchange Canada for Hungary in the EU?
Sarcastic suggestion to replace Canada with Hungary in the EU, using absurdist humor to critique Canadian governance.
@A.U.SmeeAgain
Mar 4, 2025
Bro really said “make it make sense” I’m sorry I can’t ?
Bro really said “make it make sense” I’m sorry I can’t ?
Mocking commentary on someone's statement using humor and sarcasm.
@sammarable7287
Mar 4, 2025
At least they speak English 😂
At least they speak English 😂
Light-hearted joke about English language proficiency among immigrants, marked by emoji indicating comedic intent.
Humor / Satire
0.80
D4NNNNNNN
Jan 27, 2026
Indianada, Yes Sar!
Indianada, Yes Sar!
A play on 'Indiana' combined with 'Indianada' and stereotypical accent mimicry ('Yes Sar') used for comedic effect.
Humor / Satire
0.80
raymondpeter4827
Jan 27, 2026
I mean the way you have to talk to the Donald's ego. 'You are very smart'.
I mean the way you have to talk to the Donald's ego. 'You are very smart'.
Uses ironic commentary about diplomatic strategy and Trump's ego, with meta-observation about communication tactics.
@mfl639
Mar 4, 2025
When you see Donald tell him the North remembers.
When you see Donald tell him the North remembers.
Uses a Game of Thrones reference sarcastically to warn Trump that Canada remembers past grievances, blending humor with national identity assertion.
@Apparently.Me.
Mar 4, 2025
Dose Trumps tribe reminded you of the emperor new clothes Trump is running around naked but no one else sees it
Dose Trumps tribe reminded you of the emperor new clothes Trump is running around naked but no one else sees it
Uses the 'Emperor's New Clothes' metaphor sarcastically to mock Trump supporters' perception of him, employing ironic commentary.
Humor / Satire
0.80
@jameswhitbread7173
Mar 4, 2025
51 State Canada ??
51 State Canada ??
Uses sarcastic framing suggesting Canada become a U.S. state, likely mocking American political situations.
@dashawnmedley
Mar 4, 2025
indian smuggle canadian into USA thats wild 😂
indian smuggle canadian into USA thats wild 😂
Joking about Indian smuggling operations and cross-border movement with laughing emoji, using ironic tone.
Dragon_Stones-99
Jan 27, 2026
If u have got any problem then that's your problem. I will go to Canada or usa or anywhere i want. Who are you to stop me 😂😂😂😂😂😂😂😂😂
If u have got any problem then that's your problem.
I will go to Canada or usa or anywhere i want.
Who are you to stop me
😂😂😂😂😂😂😂😂😂
Uses sarcasm and emojis to mock restrictions on movement, with defiant tone presented comedically.
SenpaichanXD
Jan 27, 2026
2:15 this one is NEVER leaving 😂
2:15 this one is NEVER leaving 😂
References a specific timestamp with joking tone and emoji, suggesting someone will permanently stay in Canada.
Hombritsalsit
Jan 29, 2026
Let's increase it 109x more!!!
Let's increase it 109x more!!!
Extreme exaggeration (109x increase) used sarcastically to mock or critique the immigration policy being discussed.
Humor / Satire
0.80
Skelch777
Dec 29, 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)