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
Trump the dumb
Trump the dumb
Brief dismissive insult presented as crude humor/satire rather than substantive critique.
Humor / Satire
0.90
@sagarlondon1
Mar 4, 2025
Lol he's speaking in Trump language “Big Things “ ????
Lol he's speaking in Trump language “Big Things “ ????
Mocking commentary using humor and emoji to satirize Trump's speaking style and catchphrases.
Humor / Satire
0.90
@Enoplus1
Mar 4, 2025
As an american, my reply to this speech was realizing for 23 seconds that canada exists....and then another 37 seconds laughing.
As an american, my reply to this speech was realizing for 23 seconds that canada exists....and then another 37 seconds laughing.
Sarcastic, dismissive humor mocking Canada's relevance and the speaker's attention span, using comedic timing for effect.
Humor / Satire
0.90
@scroticus8
Mar 4, 2025
It's like a bad SciFi Movie would have become reality.
It's like a bad SciFi Movie would have become reality.
Uses ironic comparison to science fiction to comment on current events in a satirical manner.
Humor / Satire
0.90
@qbeee
Mar 4, 2025
Trump it's dump like a rock
Trump it's dump like a rock
Uses wordplay and dismissive humor ('dump like a rock') to mock a political figure.
Humor / Satire
0.90
@massimocrimi5796
Mar 4, 2025
I agree with everything Trudeau said...except for when he said Donald was a smart guy.
I agree with everything Trudeau said...except for when he said Donald was a smart guy.
Uses ironic humor by agreeing with Trudeau except for one specific point, creating a comedic jab at Trump.
Humor / Satire
0.90
@DJ-gc4fk
Mar 4, 2025
Yo Trump, Canadians are wild, bro. They may be polite and all but not in a fight. They know how to fight dirty… like really dirty. Buckle up American! Ol’ boy Trump gonna get us …
Yo Trump, Canadians are wild, bro. They may be polite and all but not in a fight. They know how to fight dirty… like really dirty. Buckle up American! Ol’ boy Trump gonna get us in a big mess.
Humorous, tongue-in-cheek warning about Canadian toughness using casual language and ironic tone.
Humor / Satire
0.90
@Mr.TeETH78
Mar 4, 2025
As a Canadian, you can’t spell Russia without U.S.A
As a Canadian, you can’t spell Russia without U.S.A
Wordplay joke about spelling 'Russia' containing 'USA,' using ironic commentary.
Humor / Satire
0.90
@MaximeTM
Mar 4, 2025
So Trump needs to trade Mcdonalds burger with Putin now.
So Trump needs to trade Mcdonalds burger with Putin now.
Sarcastic joke comparing Trump to McDonald's and Putin in a mocking tone.
Humor / Satire
0.90
@ray-antraya4880
Mar 4, 2025
It's so hard to understand him with his points presented in concise short sentences, him staying on one topic at a time, and him presenting i all in an organized and sequential manner.?
It's so hard to understand him with his points presented in concise short sentences, him staying on one topic at a time, and him presenting i all in an organized and sequential manner.?
Sarcastic criticism of the speaker's presentation style, ironically praising clarity while implying the opposite.
@leocatz
Mar 4, 2025
Chicken little said the sky is falling
Chicken little said the sky is falling
Uses the Chicken Little fable sarcastically to mock alarmist rhetoric.
Humor / Satire
0.90
@thomasbambach9365
Mar 4, 2025
so the season finale of the first season of WW3 has finnaly arrived
so the season finale of the first season of WW3 has finnaly arrived
Uses ironic metaphor comparing geopolitical tensions to a TV season finale, employing dark humor.
Humor / Satire
0.90
@reggaesurvivor251
Mar 4, 2025
Way to go, Justin! Maybe you should consider running for pm.
Way to go, Justin! Maybe you should consider running for pm.
Sarcastic comment mocking someone (likely Trudeau) by sarcastically suggesting they run for PM, implying criticism through irony.
Humor / Satire
0.90
@peterplant2669
Mar 4, 2025
Hahahahahaha!!!!!
Hahahahahaha!!!!!
Laughter-only comment expressing amusement, likely at the content or situation being discussed.
Humor / Satire
0.90
@teresaberg1048
Mar 4, 2025
Piss on him
Piss on him
Crude dismissive expression presented as crude humor/venting without substantive argument.
Humor / Satire
0.90
@danielperry3008
Mar 4, 2025
This is what led to the great emu war of 1932, USA laying tariffs.\nThe emus have been laying eggs waiting for this.
This is what led to the great emu war of 1932, USA laying tariffs.\nThe emus have been laying eggs waiting for this.
Absurdist joke referencing a historical event (emu war) as satirical commentary on tariff consequences.
Humor / Satire
0.90
@goannaj3243
Mar 4, 2025
Trudeau this is The New normal❤ hey we offered to buy your country we offered to cash you out we'll even keep Bigfoot?
Trudeau this is The New normal❤ hey we offered to buy your country we offered to cash you out we'll even keep Bigfoot?
Joking/sarcastic comment about Trump's reported interest in purchasing Greenland, extended absurdly to Canada with humorous offers.
Humor / Satire
0.90
@CatBeck-lg7gp
Mar 4, 2025
Donald Trump is truly a magician. He did the unthinkable: he made Trudeau somewhat popular again. ?
Donald Trump is truly a magician. He did the unthinkable: he made Trudeau somewhat popular again. ?
Uses ironic humor to comment on Trump's unintended political effect on Trudeau's popularity.
Humor / Satire
0.90
@peterpluim7912
Mar 4, 2025
The only lie he told here is that Donald is a “very smart guy”.
The only lie he told here is that Donald is a “very smart guy”.
Sarcastic joke dismissing Trump's intelligence while appearing to agree with a characterization.
Humor / Satire
0.90
@MoviesGamesMusic
Mar 4, 2025
Just put a mask over this guy's face .and yake him to Starbucks
Just put a mask over this guy's face .and yake him to Starbucks
Uses absurdist humor and sarcasm (masking someone and taking them to Starbucks) to mock a political figure.
Humor / Satire
0.90
@wha530
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)