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
He really told off Trump, but he did it in French.\nHehe.
He really told off Trump, but he did it in French.\nHehe.
Light-hearted joke about a political leader's response being delivered in French rather than English.
Humor / Satire
0.85
@falconeaterf15
Mar 4, 2025
You genuinely couldn’t make this up !
You genuinely couldn’t make this up !
Expresses incredulity through ironic commentary suggesting the situation is absurdly unbelievable.
Humor / Satire
0.85
@allisoncoe4287
Mar 4, 2025
Wow $420 saved for the middle class that will help so much 🙄
Wow $420 saved for the middle class that will help so much 🙄
Uses sarcasm (eye-roll emoji) to mock the economic benefit of a $420 savings for middle-class Canadians.
goku6288
Jan 6, 2026
The honesty of some folks is brutal 😂
The honesty of some folks is brutal 😂
Uses humor and emoji to react to candid statements made in the video, finding amusement in blunt honesty.
Humor / Satire
0.85
mouloudboukhalfa247
Jan 27, 2026
Trump is dumbvas a facking rock.
Trump is dumbvas a facking rock.
Insulting comment using crude language and hyperbole ('dumb as a rock') presented as dismissive humor rather than substantive critique.
Humor / Satire
0.85
@lewisthelog3749
Mar 4, 2025
fentanyl czar sounds like the leader of a Florida trailer park drug ring
fentanyl czar sounds like the leader of a Florida trailer park drug ring
Uses sarcastic, joking comparison to mock the term 'fentanyl czar' through absurdist humor.
Humor / Satire
0.85
@navadarkus
Mar 4, 2025
Wow an angry Canadian. Never thought I would see that. So sorry Canada. So vey sorry
Wow an angry Canadian. Never thought I would see that. So sorry Canada. So vey sorry
Sarcastic joke playing on Canadian stereotypes of politeness, with ironic apologies.
@MelodieKate
Mar 4, 2025
This guy is like a B movie actor
This guy is like a B movie actor
Dismissive comparison of a politician to a B-movie actor, using humor to critique credibility.
Humor / Satire
0.85
@MirjanX
Mar 4, 2025
Cut off the electricity to the states, he can't sign any excutive orders in the dark ?
Cut off the electricity to the states, he can't sign any excutive orders in the dark ?
Absurdist joke suggesting cutting off electricity to prevent executive orders, clearly satirical rather than serious proposal.
Humor / Satire
0.85
@gchriskonrath09
Mar 4, 2025
Cute speech from the future 51st state
Cute speech from the future 51st state
Brief sarcastic comment mocking Canada's sovereignty through the '51st state' joke, combining satire with identity commentary.
@SpataWorks
Mar 4, 2025
I’m moving to Canada… “you my friend, then let me in!”?? -Martin Lawrence ~you so crazy
I’m moving to Canada… “you my friend, then let me in!”?? -Martin Lawrence ~you so crazy
Uses comedic Martin Lawrence quote to satirize immigration entry requirements and Canadian immigration policy.
Humor / Satire
0.85
@supremehustlequeen3913
Mar 4, 2025
We call it Bramledash in Canadastan. 🤣🤪
We call it Bramledash in Canadastan. 🤣🤪
Uses sarcastic wordplay ('Bramledash'/'Canadastan') to mock demographic changes through ironic commentary.
mikeymike758
Jan 27, 2026
may God forgive me for this thought, Canadian Bacon the movie part 2. ( The Trump Card) lol It writes itself and I already hate it before it even exist. I'm sure John candy wouldn't …
may God forgive me for this thought, Canadian Bacon the movie part 2. ( The Trump Card) lol It writes itself and I already hate it before it even exist. I'm sure John candy wouldn't want anything to do with it.
Joking reference to Canadian Bacon movie, using irony and pop culture satire about Canada-US tensions.
Humor / Satire
0.85
@kaptainkmann7808
Mar 4, 2025
Holy fok the last few minutes had my anxiety going LOL seemed sketchy asf maan I'd be long gone after my Pizza Pizza
Holy fok the last few minutes had my anxiety going LOL seemed sketchy asf maan I'd be long gone after my Pizza Pizza
Uses humor and casual language to react to a tense moment in the video, joking about anxiety and wanting to leave.
ManemYeff
Jan 27, 2026
USA got tech Indians we got Tim Horton Indians
USA got tech Indians
we got Tim Horton Indians
Compares Indian immigration patterns between USA and Canada using humorous contrast, implying lower-skilled workers in Canada.
john-gb6cc
Jan 27, 2026
It's not "Ha-Newman" bro 😂 It's "Ha-nu-man" 😂
It's not "Ha-Newman" bro 😂
It's "Ha-nu-man" 😂
Humorous correction of pronunciation with laughing emojis, poking fun at the mispronunciation in the video.
adamwestbury7928
Jan 27, 2026
4:35 buddy probably had a bigger order and was impatient 😂 fatahh
4:35 buddy probably had a bigger order and was impatient 😂 fatahh
Commenter makes a joking observation about a specific moment in the video (4:35), using humor to comment on observed behavior.
busystuff23yearsago15
Jan 27, 2026
“Even though you’re a very smart guy” rofl
“Even though you’re a very smart guy” rofl
Sarcastic commentary mocking a compliment given in the video, indicated by 'rofl' (laughing).
Humor / Satire
0.85
@Lonegunman9999
Mar 4, 2025
Sleepy joe to donald foe
Sleepy joe to donald foe
Rhyming wordplay ('Sleepy joe to donald foe') used as humorous commentary on political figures.
Humor / Satire
0.85
@Shareefhamida
Mar 4, 2025
Everyone seems so professional and normal after seeing Don The Toddler for a month.
Everyone seems so professional and normal after seeing Don The Toddler for a month.
Sarcastic comparison contrasting professionalism with a previous political figure, using ironic tone to critique.
@NorthgrindMusic
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)