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
Bravo Canada ? keep standing up to the bully. I will not be buying anything American until Trump is out, that's the least I can do to support the rest of the world against Trump, …
Bravo Canada ? keep standing up to the bully. I will not be buying anything American until Trump is out, that's the least I can do to support the rest of the world against Trump, Putin, Elon and MAGA
Commenter urges boycott of American products as a form of action against Trump, framed as moral support for the world.
@RashreeBhola
Mar 4, 2025
Hey Canada….. put the hammer down as hard as you can. We’ve got to get rid of this guy. Don’t worry about us will be fine. Once the Orange boy is gone, we’ll have a …
Hey Canada….. put the hammer down as hard as you can. We’ve got to get rid of this guy. Don’t worry about us will be fine. Once the Orange boy is gone, we’ll have a big barbecue to celebrate.
Urges Canada to take strong action against Trump while expressing American solidarity and anticipation of his removal.
@LizzyStardust
Mar 4, 2025
boycott USA products cut off the power the EU will take everything you have
boycott USA products cut off the power the EU will take everything you have
Urges others to boycott USA products and cut off power as a form of economic retaliation.
Call to Action
0.85
@Turok_Nz
Mar 4, 2025
They brought in too many fkn dippers, send them all back.
They brought in too many fkn dippers, send them all back.
Demands deportation of immigrants, using dehumanizing language and urging specific action.
alyhusein9890
Aug 28, 2025
Bike guy should be Prime Minister
Bike guy should be Prime Minister
Endorses a specific person for political office, urging implicit support for their leadership.
Call to Action
0.85
Ryan-vu5xo
Feb 6, 2026
Stop being silent .... wake up people.
Stop being silent .... wake up people.
Urges others to wake up and take action against immigration, framed as a mobilization call.
Call to Action
0.85
barryhancock9558
Aug 25, 2025
Mass deportation is the only solution
Mass deportation is the only solution
Advocates for mass deportation as a policy solution, framing it as the only viable approach.
Vanilla_savage
Aug 28, 2025
Wake up Canada
Wake up Canada
Brief exhortation urging Canadians to take action or awareness, though vague in specifics.
Call to Action
0.85
roce8039
Aug 28, 2025
tyler go back to your country
tyler go back to your country
Direct command telling someone to leave the country, framing them as not belonging.
arieltriton594
Feb 14, 2026
When are actual canadians going to protest??? When will we fight back???
When are actual canadians going to protest??? When will we fight back???
Explicitly urges 'actual Canadians' to protest and resist, framing it as collective action.
jjm2069
Aug 27, 2025
They need to close immigration immediately for many years we are feed up. This is over deportation will start we won’t take this for much longer.
They need to close immigration immediately for many years we are feed up. This is over deportation will start we won’t take this for much longer.
Demands immediate immigration closure and deportations, framing immigration as intolerable and urging drastic action.
donaldliard6054
Aug 26, 2025
Time for Trump to come in and Clean up the SWAMP ! Deport
Time for Trump to come in and
Clean up the SWAMP ! Deport
Invokes Trump as a solution and explicitly calls for deportations, combining comparative framing with action demands.
RandyW-sp5zw
Aug 26, 2025
WE NEED ICE - NOW PEOPLE, Deport Deport Deport - 51st State ASAP... We need COMMON SENSE LEADERSHIP ❤PRESIDENT TRUMP "ONE NATION UNDER GOD"
WE NEED ICE - NOW PEOPLE, Deport Deport Deport - 51st State ASAP... We need COMMON SENSE LEADERSHIP ❤PRESIDENT TRUMP "ONE NATION UNDER GOD"
Demands deportations and invokes Trump/American identity, calling for immediate action on immigration enforcement.
WesternCritique88
Aug 25, 2025
Mass deportations NOW!!!!!!
Mass deportations NOW!!!!!!
Demands immediate mass deportations with emphatic language, functioning as a direct call to action with underlying threat framing.
kevinmclean4820
Aug 26, 2025
Deport them all immediately. Deport anyone with suspicion of offense. Deport anyone without citizenship or PR, criminal or not. No more sponsors. If you're not Canadians or PR today, it's time to go. If you …
Deport them all immediately.
Deport anyone with suspicion of offense.
Deport anyone without citizenship or PR, criminal or not.
No more sponsors.
If you're not Canadians or PR today, it's time to go.
If you are a foreign national and are suspected of ties to this, Canadian status revoked, deported.
We need to stop being suckers.
Series of demands for mass deportations based on suspicion and immigration status, framed as urgent action items with underlying security/threat concerns.
-37driver
Feb 24, 2026
Deport Deport Deport
Deport Deport Deport
Repeated demand for deportation as a direct call for specific government action.
Call to Action
0.85
KathleenOBrien-p8n
Aug 27, 2025
We as Canadians allowed this to happen we didn't fight back for what was our right and now this has happened and ppl are complaining about it. if you want to fix the problem we …
We as Canadians allowed this to happen we didn't fight back for what was our right and now this has happened and ppl are complaining about it. if you want to fix the problem we need to band together and force the government to change.
Primarily urges collective action ('band together and force the government to change') while framing Canadians as a unified group with shared rights.
ericgarcia9935
Aug 26, 2025
When and Where is the protest ???
When and Where is the protest ???
Seeks information about protest logistics while implicitly urging participation in anti-immigration activism.
MegaSharmoot
Aug 25, 2025
Canadians are too passive and we've let the 3rd world come in and walk all over us. If we don't decide soon to say enough is enough and take this country back from the corrupt …
Canadians are too passive and we've let the 3rd world come in and walk all over us. If we don't decide soon to say enough is enough and take this country back from the corrupt assholes in Ottawa, then kiss this country goodbye.
Urges Canadians to take action ('say enough is enough') to reclaim the country from perceived foreign and political threats.
jeremylock7618
Aug 26, 2025
YOU NEED TRUMP OR SOME ONE LIKE TRUMP TO HANDLE THE IMMIGRATION.
YOU NEED TRUMP OR SOME ONE LIKE TRUMP TO HANDLE THE IMMIGRATION.
Urges adoption of a Trump-like approach to immigration policy, framing it as a necessary solution.
davidroberts1254
Aug 25, 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)