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
Trudeau is a wiener
Trudeau is a wiener
Brief insult using childish language ('wiener') presented as casual mockery rather than substantive critique.
Humor / Satire
0.90
@brianadams1318
Mar 4, 2025
So how close are we to real life Fallout?
So how close are we to real life Fallout?
Uses ironic reference to Fallout video game series to satirize current political/social conditions.
Humor / Satire
0.90
@davidduanes9574
Mar 4, 2025
Canada should be declared the 29th state of India and Brampton the 9th union territory.
Canada should be declared the 29th state of India and Brampton the 9th union territory.
Satirical/absurdist joke about Indian demographic dominance in Canada, using exaggeration for comedic effect.
ShubhamSingh-jk2qz
Feb 14, 2026
Bike guy is my spirit animal.
Bike guy is my spirit animal.
Lighthearted comment expressing affinity with a video moment using casual humor ('spirit animal').
Humor / Satire
0.90
snafu4696
Jan 28, 2026
Trump gettin' roasted
Trump gettin' roasted
Casual, joking reference to Trump being criticized or mocked in the video.
Humor / Satire
0.90
@ironhawk70
Mar 4, 2025
Trump be calling today to say sorry
Trump be calling today to say sorry
Sarcastic joke implying Trump would apologize to Canada, using ironic humor.
Humor / Satire
0.90
@spyderrtp
Mar 5, 2025
Wolf... wolf... wolf... lmao what a stupid name lol
Wolf... wolf... wolf... lmao what a stupid name lol
Commenter makes a joke mocking someone's name, using sarcasm and laughter to express derision.
@chrisg1915
Mar 4, 2025
Where are the pest specialists when you need them?!
Where are the pest specialists when you need them?!
Uses dehumanizing metaphor ('pest specialists') as dark humor/satire about immigrants.
Humor / Satire
0.90
mmm-3737
Jan 27, 2026
2:33 homie, be colder than a motherfucker 😂
2:33 homie, be colder than a motherfucker 😂
Casual joke with laughing emoji reacting to a moment in the video with no substantive immigration commentary.
Humor / Satire
0.90
Jeeppeeps
Jan 28, 2026
Good news for Americans.\nNow that Canadians aren’t buying our bourbon the prices should go down in the US. This is a good thing because Americans are drinking heavier than ever since Trump‘s return.\nTariffs are already …
Good news for Americans.\nNow that Canadians aren’t buying our bourbon the prices should go down in the US. This is a good thing because Americans are drinking heavier than ever since Trump‘s return.\nTariffs are already working and we Americans will be crying all the way to our next AA meeting.
Uses ironic, self-deprecating humor about American drinking habits and tariff impacts, sarcastically framing economic pain as a positive outcome.
@noelfp1
Mar 4, 2025
Trump's a clown.
Trump's a clown.
Brief dismissive insult presented as casual commentary, functioning as sarcastic critique rather than substantive argument.
Humor / Satire
0.90
@ras6016
Mar 4, 2025
Thos guy has so much meme potential?
Thos guy has so much meme potential?
Lighthearted observation about Trudeau's potential as meme material, using casual ironic tone.
@aurelianobuendia5360
Mar 4, 2025
Just give us Alberta! We'll take great care of it 😘
Just give us Alberta! We'll take great care of it 😘
Uses ironic humor with a kiss emoji to make a joking claim about taking over a Canadian province.
Humor / Satire
0.90
AmericanImperialism
Jan 28, 2026
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
Trump is the best president Russia's ever had
Trump is the best president Russia's ever had
Ironic joke comparing Trump to Russia's interests, using absurdist humor to critique Trump's policies.
Humor / Satire
0.90
@balrogscholar
Mar 5, 2025
Truedu saying will do shit is pretty funny though ?
Truedu saying will do shit is pretty funny though ?
Sarcastic commentary mocking Trudeau's effectiveness, using humor to critique.
Humor / Satire
0.90
@shamsh09
Mar 4, 2025
Trudeau should give Trump English lessons.
Trudeau should give Trump English lessons.
Uses sarcastic humor to mock Trudeau through a joke about English lessons.
Humor / Satire
0.90
@edwardjam9832
Mar 4, 2025
We are so scared of Canada… that was a Joke???????
We are so scared of Canada… that was a Joke???????
Uses sarcasm and irony to mock the idea that Canada poses a threat to the US, marked by the explicit 'that was a Joke' clarification.
Humor / Satire
0.90
@xJNYC
Mar 4, 2025
Oh yah, they are all working at the 711 and other gas stations 😂
Oh yah, they are all working at the 711 and other gas stations 😂
Comment uses sarcasm and stereotyping (711/gas station workers) as ironic commentary on immigrant employment.
Humor / Satire
0.90
GashoguMuturi-g8z
Jan 28, 2026
i do not like green eggs and ham. i do not like them sam i am....
i do not like green eggs and ham. i do not like them sam i am....
Quotes Dr. Seuss's 'Green Eggs and Ham' as absurdist humor unrelated to the video topic.
Humor / Satire
0.90
@hamsterdmg
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)