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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Call to Action
2,768 comments
JOIN THE DOMINION SOCIETY OF CANADA! YEET THE JEET
JOIN THE DOMINION SOCIETY OF CANADA! YEET THE JEET
Urges joining an organization with xenophobic framing ('YEET THE JEET' is a slur-based call to action against immigrants).
mrs.natashaellwood8634
Jan 27, 2026
So many easy targets to choose, stop or cancel business with the following: Netflix, Disney Channel, Amazon, Costco, Walmart, Starbucks, Home Depot, TJ Max, McDonald’s, Wendy’s, Burger King. Oh yeah, switch from YouTube to TikTok.
So many easy targets to choose, stop or cancel business with the following: Netflix, Disney Channel, Amazon, Costco, Walmart, Starbucks, Home Depot, TJ Max, McDonald’s, Wendy’s, Burger King. Oh yeah, switch from YouTube to TikTok.
Urges boycotts of specific companies and platforms as economic pressure tactics, mobilizing collective action.
@dps253
Mar 4, 2025
Go the heck home!! Now!! Take all of your friemds and family with you!!
Go the heck home!!
Now!!
Take all of your friemds and family with you!!
Aggressive demand for immigrants to leave, framed as urgent action with hostile tone.
stephanielynnbeneficary-w9z
Jan 21, 2026
Send them all back immediately
Send them all back immediately
Demands immediate deportation action, framed as a directive to authorities with underlying xenophobic sentiment.
Josh-n7w1e
Jan 20, 2026
You get my vote Mr. Trudeau ?
You get my vote Mr. Trudeau ?
Direct statement of voting support for Trudeau, urging political action.
Call to Action
0.85
@jasbirkapoor
Mar 4, 2025
Mass Deportations NOW!
Mass Deportations NOW!
Direct call for immediate mass deportations with urgent tone and capitalization.
Call to Action
0.85
davem9975
Jan 20, 2026
Send em all back
Send em all back
Directive statement calling for mass deportation of immigrants, framed as a policy demand.
ReckBombz
Jan 27, 2026
Deport them now
Deport them now
Directly urges deportation action while implying threat/danger from immigrants.
Snowman_0690
Jan 27, 2026
We need ice in CANADA
We need ice in CANADA
Calls for establishment of ICE-like enforcement agency in Canada (reference to US Immigration and Customs Enforcement).
Call to Action
0.85
jmaychak1992
Dec 26, 2025
GET OUT!!!!!!!! NOW AND TAKE YOUR GUNS WITH YOU
GET OUT!!!!!!!! NOW AND TAKE YOUR GUNS WITH YOU
Aggressive demand for deportation with inflammatory language, functioning as a call to action against immigrants.
tillyburton5402
Jan 20, 2026
I’m from england ????????????????????? boycotting American products everyone around the world should do the same
I’m from england ????????????????????? boycotting American products everyone around the world should do the same
English commenter calls for global boycott of American products, framing this as collective action against the US.
@benlee3071
Mar 4, 2025
Then send someone to take out musk and trump
Then send someone to take out musk and trump
Explicitly urges violent action against political figures, framed as a direct call to harm.
Call to Action
0.85
@danibell6932
Mar 4, 2025
Just resign Trudeau your days are over . Your own people don't even like you
Just resign Trudeau your days are over . Your own people don't even like you
Directly urges resignation and claims popular disapproval ('your own people don't even like you'), framing as collective rejection.
@Valhallaadventures
Mar 4, 2025
DT MUST GO!!\nSOS\nWE HAVE NO HELP!!!\nWe did NOT elect this criminal felon and most of us think it was rigged!\n\n??He and his co president musky must be stopped!! VANCE MUST GO TOO!\nTHESE ARE MAGA DESTROYING …
DT MUST GO!!\nSOS\nWE HAVE NO HELP!!!\nWe did NOT elect this criminal felon and most of us think it was rigged!\n\n??He and his co president musky must be stopped!! VANCE MUST GO TOO!\nTHESE ARE MAGA DESTROYING OUR COUNTRY NOT REAL REPUBLICANS!!!!\nMY GRANDPARENTS WERE LIFELONG REPUBLICANS AND HAVE NOW LEFT THE CROOKS WHO ARE TRYING TO WIPE US OUT!!! THE LIAR AND “CHIEF” has never had psychological, cognitive, physical exams to pass, he’s a reckless, destructive maniac!\nJust look at him, he looks unwell.
Primarily urges removal of political figures with urgent language ('MUST GO', 'must be stopped'); includes unverified claims about election rigging and criminal behavior.
@laffytaffy2916
Mar 4, 2025
Deport all indian jeets from canada
Deport all indian jeets from canada
Explicit call for deportation of a specific ethnic group using a derogatory slur.
marcus36ycdr
Jan 27, 2026
Thank you for doing the right thing. If you live outside the US please don’t visit while the traitor is in office. Money is the only language he hears.
Thank you for doing the right thing. If you live outside the US please don’t visit while the traitor is in office. Money is the only language he hears.
Urges non-US residents to boycott visiting America as economic pressure, framed as moral opposition to Trump.
@stacyadkins5374
Mar 4, 2025
Boycott tesla iphone
Boycott tesla iphone
Direct call to boycott specific companies, urging others to take economic action.
Call to Action
0.85
@Madhros
Mar 4, 2025
Cut off potash and all kind of stuff the US want. AND NO PIPELINES. NO, NO, NO!
Cut off potash and all kind of stuff the US want. AND NO PIPELINES. NO, NO, NO!
Urges the government to cut off potash exports and block pipelines, framed as direct action demands with emphatic repetition.
@user9b2
Mar 4, 2025
Catch and deport em no hearings just deport
Catch and deport em no hearings just deport
Demands immediate deportation action without due process, framed as a directive to authorities.
@EvaliePenner-of5it
Feb 19, 2026
Pull all US companies out of Canada. We have been taken advantage for to many years.
Pull all US companies out of Canada. We have been taken advantage for to many years.
Urges specific action (removing US companies) framed around economic grievance of unfair trade advantage.
@RyanPeterson-m4k
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)