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
🤣 thank you for making this video
🤣 thank you for making this video
Brief appreciative comment with laughing emoji, likely expressing amusement at the video's content.
Humor / Satire
0.90
madisonlovecormier7594
Jan 29, 2026
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
the how many white people in the tim hortons bit had me dying
the how many white people in the tim hortons bit had me dying
References a specific comedic moment from the video about Tim Hortons demographics, expressing amusement.
jacoblopez9374
Jan 27, 2026
6:46 holy shit y'all a Indian women who knows the driving rules and follows them. That's a unicorn y'all
6:46 holy shit y'all a Indian women who knows the driving rules and follows them. That's a unicorn y'all
Uses ironic humor and exaggeration ('unicorn') to mock stereotypes about Indian women drivers.
Humor / Satire
0.90
troygarza5720
Jan 27, 2026
What a chump. Guess he's speaking moistly
What a chump. Guess he's speaking moistly
Commenter uses sarcastic insult ('chump') and wordplay ('speaking moistly') to mock Trudeau in a humorous, dismissive manner.
Humor / Satire
0.90
@darthclasher8240
Mar 4, 2025
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
"sneak into the greatest country on earth" bruh 😆😆😆😆😆
"sneak into the greatest country on earth" bruh 😆😆😆😆😆
Sarcastic mockery of nationalist rhetoric about Canada being 'the greatest country,' using laughing emojis to signal irony.
Humor / Satire
0.90
cinemaismywife
Jan 29, 2026
I so want to be an ostrich right now
I so want to be an ostrich right now
Metaphorical expression using ostrich imagery to satirically comment on avoidance or denial of current events.
Humor / Satire
0.90
@MarianaMartinez-i4q
Mar 4, 2025
Imagine Canada refusing to be a 51st state and Baby T throwing a 25 billion dollar tantrum.
Imagine Canada refusing to be a 51st state and Baby T throwing a 25 billion dollar tantrum.
Uses ironic, exaggerated language ('Baby T throwing a 25 billion dollar tantrum') to mock Trump's potential reaction to Canadian independence.
Humor / Satire
0.90
@MsMoSiLo
Mar 4, 2025
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
No freaking way he said "only english, i m from Portugal" lol
No freaking way he said "only english, i m from Portugal" lol
Uses laughter and ironic commentary ('lol') to mock a contradiction about language and national origin.
Humor / Satire
0.90
HotPepperLala
Jan 27, 2026
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
The orange Cheeto needs to go. He's a slumlord vagabond.
The orange Cheeto needs to go. He's a slumlord vagabond.
Uses derisive nickname ('orange Cheeto') and exaggerated insults in a mocking, sarcastic tone.
Humor / Satire
0.90
@TechReviewbyIrdi
Mar 4, 2025
South Park Version of this is going to be lit
South Park Version of this is going to be lit
Anticipates satirical entertainment content (South Park parody) about the video's subject matter.
@PotatoPC82
Mar 4, 2025
BAHAHAHA. Wrong move dude... FAFO
BAHAHAHA. Wrong move dude... FAFO
Laughing emoji followed by 'FAFO' (acronym for 'find out') is sarcastic commentary dismissing the policy as a mistake in humorous tone.
Humor / Satire
0.90
@juliotapia3305
Mar 4, 2025
Indian fatigue 😂
Indian fatigue 😂
Brief sarcastic phrase with laughing emoji expressing fatigue about Indian immigration discourse in a joking manner.
Humor / Satire
0.90
mamabearoffour
Aug 28, 2025
02:40 sh1t is cold there😂
02:40 sh1t is cold there😂
Lighthearted joke about cold weather with laughing emoji, unrelated to immigration policy.
Humor / Satire
0.90
coprilettodelnapoli5466
Jan 27, 2026
Trudeau, I'm glad you used small words when talking to Trump.
Trudeau, I'm glad you used small words when talking to Trump.
Sarcastic jab at Trudeau's communication style with Trump, using condescending humor.
Humor / Satire
0.90
@willienillie6337
Mar 4, 2025
When you start seeing an Indian ice hockey team Canada is in big trouble! 😂🤣😂
When you start seeing an Indian ice hockey team Canada is in big trouble! 😂🤣😂
Uses ironic humor and emojis to satirize demographic change through the absurd image of an Indian ice hockey team.
BrashBando
Jan 27, 2026
Oooooooooo. Big tax savings. 😅
Oooooooooo. Big tax savings. 😅
Sarcastic emoji-laden comment mocking the claimed tax savings as insignificant.
Humor / Satire
0.90
NadiaGarrido-rh2hk
Jan 12, 2026
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)