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
If they “had the right”, that right damn well better be over!!!! 😡😡😡😡😡
If they “had the right”, that right damn well better be over!!!! 😡😡😡😡😡
Demands immediate cessation of some right (likely immigration rights), expressed with emotional intensity and urgency.
@PrairieFarmgirl-v8d
Feb 19, 2026
CANADA NEEDS AN ICE 😊
CANADA NEEDS AN ICE 😊
Calls for Canada to establish an ICE-like agency (referencing U.S. Immigration and Customs Enforcement), implicitly comparing to American immigration enforcement.
@Canadiantiger23
Feb 19, 2026
We need ICE in Canada 🇨🇦 period
We need ICE in Canada 🇨🇦 period
Demands implementation of ICE (immigration enforcement) in Canada with emphatic tone.
@Mohammedpalle5934
Feb 19, 2026
Vigilante justice only solution
Vigilante justice only solution
Explicit call for extrajudicial action, framing immigration as a threat requiring vigilante response.
GuyBuddy-i6q
Feb 18, 2026
Deport, we dont need criminals. Get ICE over
Deport, we dont need criminals. Get ICE over
Demands deportation of criminals and invokes ICE (U.S. immigration enforcement), framing as urgent action needed.
Trowa159
Feb 18, 2026
Kenney is a traitor!
Kenney is a traitor!
Direct accusation against a political figure (Kenney) framed as a call to reject his leadership.
Call to Action
0.80
darcys1042
Feb 18, 2026
Get them the hell out. This should be a priority.
Get them the hell out. This should be a priority.
Demands deportation as a priority action, combining urgency with exclusionary sentiment toward immigrants.
Baldwisdom
Feb 18, 2026
GET…TF…OUT!!
GET…TF…OUT!!
Emphatic demand for removal using aggressive language, functioning as a direct call for deportation action.
Luvacanuck
Feb 18, 2026
Nothing is going to change as long as the public sit on their couch and become keyboard warrior. To bring change sacrifice is needed otherwise it will keep going on.
Nothing is going to change as long as the public sit on their couch and become keyboard warrior. To bring change sacrifice is needed otherwise it will keep going on.
Urges public action and sacrifice to create political change, criticizing passive engagement.
Hazara26
Feb 17, 2026
Investigate foreign nationals working as security guards
Investigate foreign nationals working as security guards
Calls for investigation into foreign nationals in security roles, implying security concerns while urging specific action.
bramptoncrimevideos
Feb 18, 2026
_They should revoke their PALs!_
_They should revoke their PALs!_
Directive statement urging revocation of PALs (Possession and Acquisition Licenses) as a policy action.
Call to Action
0.80
DerekDaly92
Feb 18, 2026
Arrest and deport. No trial, no jail, just deport. Why should the Canadian taxpayers have to pay the legal fees of non canadian citizens.
Arrest and deport.
No trial, no jail, just deport.
Why should the Canadian taxpayers have to pay the legal fees of non canadian citizens.
Demands deportation without legal process while invoking taxpayer burden as economic justification.
yvonboudreau3932
Feb 18, 2026
I wanna go there just to piss on that stupid statue and light it on fire
I wanna go there just to piss on that stupid statue and light it on fire
Expresses intent to commit destructive acts against a symbol, framed as a call to action with hostile intent.
treymorrison8837
Jan 27, 2026
What about tougher laws for those aiding and abetting this flow… particularly through First Nations lands. 😊
What about tougher laws for those aiding and abetting this flow… particularly through First Nations lands. 😊
Proposes stricter legal enforcement against those facilitating immigration, framed as a question but functioning as a policy demand.
rodwilson2744
Feb 18, 2026
Can we ban immgration from that country to send a message?
Can we ban immgration from that country to send a message?
Proposes a punitive policy action (country-based immigration ban) framed as sending a message.
fireawaysweets8114
Feb 18, 2026
Congratulations elbozos you voted for this BS. Bunch of dummies.
Congratulations elbozos you voted for this BS. Bunch of dummies.
Blames voters for immigration policy outcomes and urges dismissal of those responsible, combining political blame with action-oriented language.
xtrickster6556
Feb 17, 2026
Liberals should all be sent to the gallows for doing this to Canada
Liberals should all be sent to the gallows for doing this to Canada
Extreme call for violent action against a political group, framed as a response to perceived harm to Canada.
youtubisashoe
Jan 27, 2026
The only solution ÜMİT ÖZDAĞ ❤
The only solution ÜMİT ÖZDAĞ ❤
Endorsement of Ümit Özdağ (Turkish nationalist politician) as 'the only solution,' urging support for a political figure/movement.
Call to Action
0.80
Famagusta74-je6le
Feb 16, 2026
Save canada
Save canada
Vague imperative urging action to 'save Canada,' implying mobilization against immigration.
Call to Action
0.80
mylifemyruless4279
Feb 15, 2026
Thank you for giving me a name we can used to grab the guy that is smuggling people in the Unites States.
Thank you for giving me a name we can used to grab the guy that is smuggling people in the Unites States.
Requests information to report suspected human smuggling, framing it as actionable intelligence.
joseherrera510
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)