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
DEPORT!!!!!!!
DEPORT!!!!!!!
Demands mass deportation as a direct action, framed with urgency and emotional intensity suggesting perceived threat.
Absolutekgf
Sep 25, 2025
Will not patronize american products. Im with you Canada.
Will not patronize american products. Im with you Canada.
Announces personal boycott action and expresses solidarity with Canada.
@yonabb3836
Mar 5, 2025
wake up! American, dont let this happend in USA!
wake up! American, dont let this happend in USA!
Urges Americans to take action ('wake up!') based on perceived threat from Canadian immigration patterns.
Aseandonjuan
Sep 21, 2025
Canada , don't let the orange clown coerce you into doing his dirty work by putting the responsability for the fentanyl problem in your court.\nRegards from the Netherlands.
Canada , don't let the orange clown coerce you into doing his dirty work by putting the responsability for the fentanyl problem in your court.\nRegards from the Netherlands.
Urges Canada to resist external pressure while framing the situation comparatively from a Netherlands perspective.
@bebobism
Mar 5, 2025
Good! Let the undocumented immigrants go back home!
Good! Let the undocumented immigrants go back home!
Expresses approval for deportation of undocumented immigrants, framed as a call to action.
Call to Action
0.85
MervGinsberg-sc8kp
Apr 15, 2025
The president should be removed when it's hurting the country. Dear Senate and Congress, do your job,you're working for the people, not the president.
The president should be removed when it's hurting the country. Dear Senate and Congress, do your job,you're working for the people, not the president.
Urges Senate and Congress to remove the president and fulfill their duty to the people.
@Monika-mh2je
Mar 4, 2025
We need ICE here to send em home
We need ICE here to send em home
Demands deportation action ('send em home') framed as a solution to an implied threat.
Chris-jw3gp
Sep 20, 2025
Deport them all. And put that traitor Trudeau in Prison for the rest of his miserable pathetic life.
Deport them all. And put that traitor Trudeau in Prison for the rest of his miserable pathetic life.
Calls for mass deportation and imprisonment of the Prime Minister, urging specific political actions.
chriscampbell2670
Jun 21, 2025
Send them back
Send them back
Imperative statement calling for deportation of immigrants, combining removal demand with implicit threat framing.
mariusmreule9236
Sep 20, 2025
Lets Stand strong and together
Lets Stand strong and together
Urges collective action and unity ('Stand strong and together'), functioning as a rallying cry for coordinated response.
@suzannelacroix7729
Mar 4, 2025
Temporary means temporary. Send people home. Visa's are expired and expiring. 👋
Temporary means temporary. Send people home. Visa's are expired and expiring. 👋
Demands enforcement of temporary visa expiration and deportation of expired visa holders.
happydaze7386
Jun 16, 2025
Cancel all the applications. We're full.
Cancel all the applications. We're full.
Demands cessation of immigration applications with demographic anxiety framing ('we're full').
MrBrody420
Feb 17, 2026
Deport indian
Deport indian
Demands deportation of a specific ethnic group, combining identity-based targeting with a call for governmental action.
marcus36ycdr
Sep 19, 2025
Remigration now
Remigration now
Urges immediate action ('remigration now'), calling for deportation or return of immigrants.
Call to Action
0.85
Pootersbooters
Sep 19, 2025
Canada needs to deport them all
Canada needs to deport them all
Extreme call for mass deportation framed as a policy demand.
sheldoncarmichael4534
Sep 19, 2025
Thank Trudeau, Carney, and the Liberals
Thank Trudeau, Carney, and the Liberals
Assigns blame to specific political figures and party, implicitly calling for political accountability or change.
Call to Action
0.85
InvisibleHotdog
Jun 17, 2025
Thank Trudeau and Sean Fraser for this.
Thank Trudeau and Sean Fraser for this.
Assigns blame to specific political figures (Trudeau, Fraser) in a way that implicitly calls for accountability or political change.
Call to Action
0.85
samarsyal3811
Jun 17, 2025
Too many generalizations in the comments section....they, them, we, all, Indians, students, etc.. Use that energy and go to your MPs and complain and make change. Stop spreading hate and definitely don't go out after …
Too many generalizations in the comments section....they, them, we, all, Indians, students, etc.. Use that energy and go to your MPs and complain and make change. Stop spreading hate and definitely don't go out after watching social media and act out that hate.
Urges commenters to redirect energy toward contacting MPs and taking constructive action rather than spreading hate online.
dalaov5258
Sep 19, 2025
STOP ALL IMMIGRATION INCLUDING STUDENTS AND ASYLUM SEEKERS
STOP ALL IMMIGRATION INCLUDING STUDENTS AND ASYLUM SEEKERS
Demands cessation of all immigration categories, functioning as a direct call to policy change.
JohnMackay-kn3rl
Sep 11, 2025
Canadians need to stand up for their country. Canada is definitely going in the wrong direction. We need to stop immigration and we need to stop subsidizing immigrants.
Canadians need to stand up for their country. Canada is definitely going in the wrong direction. We need to stop immigration and we need to stop subsidizing immigrants.
Urges Canadians to take action against immigration and government subsidies for immigrants.
brendalucas15
Sep 9, 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)