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
Call to Action
2,768 comments
Deport pajeeet to pajeeet zombie land
Deport pajeeet to pajeeet zombie land
The comment calls for deportation using a derogatory ethnic slur, combining a policy demand with hostile identity-based language.
northeast_freedom_fighter
Feb 23, 2026
Canada can pony up!!!!!!!! TRUMP??????
Canada can pony up!!!!!!!! TRUMP??????
Urges Canada to take action ('pony up') in response to Trump, with nationalist undertones about Canadian identity.
@eby2257
Mar 4, 2025
Fire up the Deportation Cannon
Fire up the Deportation Cannon
Uses hyperbolic/satirical language to call for deportations, blending dark humor with a demand for action.
John-lc2lz
Sep 30, 2025
Time to clean up house
Time to clean up house
Vague call for corrective action using metaphorical language, suggesting need for policy enforcement or systemic change.
james123783
Oct 1, 2025
Cut off power to NY Now!!
Cut off power to NY Now!!
Urges immediate action ('Cut off power to NY Now') though context and seriousness are unclear.
Call to Action
0.65
@robertgow9462
Mar 4, 2025
You to talk to your people Trump win the election and one of the promises and we American agree to protect our borders ,God bless president Trump and God bless America ??.
You to talk to your people Trump win the election and one of the promises and we American agree to protect our borders ,God bless president Trump and God bless America ??.
Urges Trump to address border security and expresses support for nationalist immigration policy.
@Levinbless
Mar 4, 2025
We need ice in Canada
We need ice in Canada
Cryptic call for ICE (immigration enforcement agency) presence in Canada, likely advocating for stricter enforcement.
Call to Action
0.65
p.sdhillon9794
Feb 18, 2026
SINGH DID IT
SINGH DID IT
Cryptic statement blaming a political figure (likely Jagmeet Singh) for immigration policy, implying action should follow.
eddyb757
Jan 29, 2026
No more vacationing in Florida.
No more vacationing in Florida.
Terse statement urging boycott of Florida vacations, likely political protest action.
Call to Action
0.65
@7sonero7
Mar 4, 2025
Free canada
Free canada
Brief slogan-like call for national liberation or political action, though ambiguous in specific intent.
Call to Action
0.65
Gogobinks46
Jan 27, 2026
Bike Guy for PM
Bike Guy for PM
Brief endorsement of a political figure, likely expressing support for an alternative political direction.
Call to Action
0.65
yosemitesaddam
Jan 28, 2026
Keep punching the new world order in the balls.
Keep punching the new world order in the balls.
Vague call to action against 'new world order' using crude language, possibly satirical but primarily exhortatory.
jowens799
Jan 27, 2026
We need ice noeth if the border
We need ice noeth if the border
Appears to be a garbled call for border enforcement action, though the text is unclear and may contain spelling errors.
Call to Action
0.65
JakeTeertstra
Jan 28, 2026
Why you stop at the 80% mark shouldve went across that border
Why you stop at the 80% mark shouldve went across that border
Cryptic urging to extend coverage or action 'across that border,' likely requesting expanded scope of reporting.
Call to Action
0.65
MynoghrasKing
Jan 28, 2026
Canada needs ICE urgently.
Canada needs ICE urgently.
References ICE (immigration enforcement) as urgent need, implying demand for stricter immigration enforcement.
BasedMisatoSpeaks1488
Feb 12, 2026
Pls don't mention the Russian president Mr foolish prime minister
Pls don't mention the Russian president Mr foolish prime minister
Cryptic plea to avoid mentioning Russian president and criticism of PM, with implied call for different action/approach.
@MustaphaMKamara-s2l
Mar 4, 2025
Why you are afraid \nTake care of Canada
Why you are afraid \nTake care of Canada
Urges Canada to take care of itself and not be afraid, functioning as a rallying call for national self-protection and resilience.
Call to Action
0.65
@Peace-q3k
Mar 4, 2025
BURN IT DOWN NOW
BURN IT DOWN NOW
An urgent, inflammatory call to action with implied threat language, though the specific target is ambiguous.
VestibularSystem
Feb 6, 2026
I’d be egging that giant statue everyday.
I’d be egging that giant statue everyday.
Expresses intent to take repeated disruptive action against a statue, framed as a call to vandalism.
Call to Action
0.65
travislagerwerf4174
Jan 28, 2026
Go west and ask people
Go west and ask people
Vague suggestion to conduct grassroots inquiry about public opinion on immigration in western regions.
Hi-tc8yz
Feb 6, 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)