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
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Humor / Satire
4,434 comments
Please invite California to join your country
Please invite California to join your country
Jocular suggestion that California join Canada, using humor to express dissatisfaction with current U.S. leadership.
Humor / Satire
0.80
@kenmorrill3774
Mar 4, 2025
Our maple syrup will go up oh know ?
Our maple syrup will go up oh know ?
Uses sarcastic wordplay ('oh know') to joke about economic consequences of policy decisions.
@GordonGrigsby
Mar 4, 2025
Guys talking like we dropped bombs on them
Guys talking like we dropped bombs on them
Sarcastic commentary mocking the exaggeration of Canada-US tensions as if military conflict occurred.
Humor / Satire
0.80
@randomshortz17
Mar 4, 2025
Keep the tariffs; I hope Canada and Mexico tromp us. (Just realized only one vowel separates tromp from trump and RTump tromps on everyone with whom he comes in contact, except, of course, PUtin.)
Keep the tariffs; I hope Canada and Mexico tromp us. (Just realized only one vowel separates tromp from trump and RTump tromps on everyone with whom he comes in contact, except, of course, PUtin.)
Uses wordplay and ironic commentary about tariffs, with satirical critique of Trump through pun-based humor.
@NancyBrown-iw7vh
Mar 4, 2025
The name of that is Correct. DOWN JONES STOCK.....not UP JONES ...... lol. there you go.
The name of that is Correct. DOWN JONES STOCK.....not UP JONES ...... lol. there you go.
Makes a joking correction about stock market terminology ('DOWN JONES' vs 'UP JONES') with explicit laughter indicator, unrelated to immigration topic.
@zedacruja681
Mar 4, 2025
Trump is idiot. Stupid is what stupid does.
Trump is idiot. Stupid is what stupid does.
Uses repetitive, exaggerated insults in a sarcastic tone rather than substantive critique.
Humor / Satire
0.80
@HaroldHobson-p3b
Mar 4, 2025
It is the Golden Age.\nFor #47 and his billionaire buddies.
It is the Golden Age.\nFor #47 and his billionaire buddies.
Sarcastic characterization of Trump's era as a 'Golden Age' for billionaires, using irony to critique wealth inequality.
@JoeW-i7z
Mar 4, 2025
As an American, I say Canada shut the hell up and prepare to be number 51?
As an American, I say Canada shut the hell up and prepare to be number 51?
Uses sarcastic/joking tone suggesting Canada become a U.S. state, with underlying identity-based commentary.
@fozziedabear4782
Mar 4, 2025
You know you screwed up when Canada stops being polite.
You know you screwed up when Canada stops being polite.
Uses ironic/joking reference to Canadian politeness stereotype to comment on escalating tensions.
@joshroberts7619
Mar 4, 2025
I’m here for liberal tears ?
I’m here for liberal tears ?
Uses sarcastic/mocking tone ('liberal tears') to ridicule political opponents.
@darkness3001
Mar 4, 2025
Just remember to Canadians they are the Geneva suggestions.
Just remember to Canadians they are the Geneva suggestions.
Sarcastic joke comparing international agreements to non-binding suggestions, implying Canada ignores rules.
Humor / Satire
0.80
@albertoblanco1256
Mar 4, 2025
CNN was dropped on their head when babies
CNN was dropped on their head when babies
Sarcastic insult about CNN using absurdist humor.
Humor / Satire
0.80
@CerrojoX
Mar 4, 2025
America's presumptive 51st state lol... Shots fired.
America's presumptive 51st state lol... Shots fired.
Uses joking/sarcastic language about Canada being America's 51st state as ironic commentary.
@c.w.k.n.5117
Mar 4, 2025
Dear Mr. Trudeau. Although your presentation is articulate and to the point, I feel that you’re using too many words for the average MAGA American to comprehend. Here’s a sample; tariff bad, you pay too …
Dear Mr. Trudeau. Although your presentation is articulate and to the point, I feel that you’re using too many words for the average MAGA American to comprehend. Here’s a sample; tariff bad, you pay too much for stuff bought at Walmart.
Uses sarcasm and ironic simplification to mock Trump supporters' comprehension while critiquing Trudeau's approach.
@arobatto
Mar 4, 2025
The sooner Ukraine and Palestine cede their land the sooner Trump and Putin can build hotels there.
The sooner Ukraine and Palestine cede their land the sooner Trump and Putin can build hotels there.
Employs dark satire and conspiracy-adjacent humor suggesting Trump and Putin's ulterior motives regarding territorial disputes.
@Brutus-d2v
Mar 4, 2025
Trueadu finally puts on his big boy pants
Trueadu finally puts on his big boy pants
Uses sarcastic language ('big boy pants') to mock Trudeau's leadership, combining humor with implicit policy criticism.
@adambethel3439
Mar 4, 2025
100 bucks on Donald Trump reacting childish to that “Dumb” comment and start acting like “who’s di*k is bigger”(like a child would do)
100 bucks on Donald Trump reacting childish to that “Dumb” comment and start acting like “who’s di*k is bigger”(like a child would do)
Uses sarcasm and mockery to predict Trump's childish reaction to criticism, employing humorous commentary.
Humor / Satire
0.80
@gustavoalonsoramosrubio2440
Mar 4, 2025
the problem with Trump is he's like a big child along with his monkey Vance
the problem with Trump is he's like a big child along with his monkey Vance
Uses derisive humor and animal metaphors ('big child,' 'monkey') to mock Trump and Vance.
@mick12148
Mar 4, 2025
Trudeau, you're wrong. No way Trump is that smart
Trudeau, you're wrong. No way Trump is that smart
Uses sarcastic insult toward Trump disguised as disagreement with Trudeau, employing ironic commentary.
@attackofthewindmills
Mar 4, 2025
please don't say American tariffs say musk rat and chump
please don't say American tariffs say musk rat and chump
Uses sarcastic wordplay ('musk rat and chump') to mock political figures rather than engage substantively.
Humor / Satire
0.80
@genmanion2389
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)