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
After reading the comments I have become anti referendum and direct democracy. These “people” can’t even read 2-3 sentences and understand what it means. Seriously when election time comes around do us all a favour …
After reading the comments I have become anti referendum and direct democracy.
These “people” can’t even read 2-3 sentences and understand what it means.
Seriously when election time comes around do us all a favour and don’t vote.
Urges commenters not to vote while criticizing their comprehension, combining meta-commentary about other commenters with a directive action.
@thenorthowl2033
Feb 21, 2026
Deport them all if you want to save Canada. Also put all those illegal companies bring these vultures in Canada.
Deport them all if you want to save Canada. Also put all those illegal companies bring these vultures in Canada.
Calls for mass deportation and corporate accountability, framing immigrants as 'vultures' in alarmist language.
kamkala7047
Feb 21, 2026
Smith is a Maple MAGA Eva Braun. It’s time she was voted OUT of office.
Smith is a Maple MAGA Eva Braun. It’s time she was voted OUT of office.
Calls for removal from office using inflammatory historical comparison, combining demands for action with identity-based framing.
@SA-cn4jc
Feb 20, 2026
Yet no referendum on cpp or Alberta Canada permanence or how about an actual election as the government has lost the confidence of the entire province.
Yet no referendum on cpp or Alberta Canada permanence or how about an actual election as the government has lost the confidence of the entire province.
Demands democratic processes (referendum, election) to address government legitimacy and policy decisions.
@JeremyGeorge-t1p
Feb 20, 2026
The guy with the bike is fuuuuucking idiot racist, l have to report your channel for promoting racism
The guy with the bike is fuuuuucking idiot racist, l have to report your channel for promoting racism
Commenter explicitly calls for reporting the channel and accuses it of promoting racism, framing this as a moral imperative.
mohamedjita
Feb 20, 2026
This whole broadcast sounds so Trumpian. Vote no to all of these referendum items.
This whole broadcast sounds so Trumpian. Vote no to all of these referendum items.
Explicitly urges voting against referendum items while comparing the broadcast to Trumpian rhetoric, combining action-oriented language with comparative framing.
@patropchan2687
Feb 20, 2026
The solution is Alberta Independence 👍
The solution is Alberta Independence 👍
Advocates for Alberta separatism as a solution, urging political action.
Call to Action
0.80
@frank5d289
Feb 20, 2026
Let’s be clear the only question is to leave or status quo…..because none of there questions will be addressed. Times up Canada Let’s go Alberta.
Let’s be clear the only question is to leave or status quo…..because none of there questions will be addressed. Times up Canada Let’s go Alberta.
Frames immigration as a binary choice and implicitly calls for political action with provincial identity framing.
@ruckinehround6965
Feb 20, 2026
The boarder needs to be shut, closed...any caught committing a crime if they can not prove they're a Canadian...no jail...a ride to the airport...gone...deported
The boarder needs to be shut, closed...any caught committing a crime if they can not prove they're a Canadian...no jail...a ride to the airport...gone...deported
Advocates for strict border closure and immediate deportation of non-citizens convicted of crimes, framed as a policy proposal.
Kabanaboy6
Feb 17, 2026
Put Pierre Poliever in because everything that he says absolutely MAKES SENSE! These other Leaders are just SO HOPELESSLY CLUELESS!!
Put Pierre Poliever in because everything that he says absolutely MAKES SENSE! These other Leaders are just SO HOPELESSLY CLUELESS!!
Urges support for a specific political candidate while dismissing other leaders as incompetent, framing it as a voting recommendation.
karen406
Feb 17, 2026
All these illegal immigrants and TFWs should be given the addresses of these Laurentian Elites. Just tell them these Elites are looking for tents on their lawns and cheap labour for their homes. Let these …
All these illegal immigrants and TFWs should be given the addresses of these Laurentian Elites. Just tell them these Elites are looking for tents on their lawns and cheap labour for their homes. Let these bleeding heart Liberals see first hand who these people are and the misery they caused.
Urges action (directing immigrants to elites' homes) framed as exposing hypocrisy, combined with threat/blame rhetoric toward 'bleeding heart Liberals.'
duanecole9322
Feb 18, 2026
total immigration moratorium for a few years.
total immigration moratorium for a few years.
Advocates for a specific policy action—a temporary immigration moratorium—framed as a solution.
christianrobertdemassy
Feb 17, 2026
Danielle Smith needs to go
Danielle Smith needs to go
A direct statement calling for removal of a political figure, functioning as a call for political action.
Call to Action
0.80
@warrenwagnerCA
Feb 20, 2026
I LOVE IT! PLEASE DO BC NEXT!
I LOVE IT! PLEASE DO BC NEXT!
Enthusiastic endorsement urging similar policies be implemented in British Columbia.
@incajansen1101
Feb 20, 2026
poopjeets deport them and make your country clean
poopjeets deport them and make your country clean
Calls for deportation while using dehumanizing language and framing national purity as a goal.
RiseRevolutionX
Jan 27, 2026
Deport button
Deport button
Brief call for deportation action, implicitly targeting immigrants as unwanted.
@celwinster
Feb 19, 2026
We need the Canadian ICE urgently, to many flips flats , running cartels and crime in our country
We need the Canadian ICE urgently, to many flips flats , running cartels and crime in our country
Commenter urgently calls for Canadian immigration enforcement (ICE) while expressing security and crime concerns about immigrants.
@sanchezjl1
Feb 20, 2026
Close the borders.
Close the borders.
Direct imperative urging restrictive border policy as a solution.
@prabhdeepdhahan1147
Feb 19, 2026
Ill join canadian I.C.E
Ill join canadian I.C.E
Expresses intent to join a law enforcement agency (ICE reference), implying support for stricter immigration enforcement.
Call to Action
0.80
@PowersAustinPowers
Feb 19, 2026
All Indians should go back to their country, the time for returning home has come.
All Indians should go back to their country, the time for returning home has come.
Explicitly urges Indians to leave Canada and return to their country of origin, framing it as a directive action.
kirtispy
Jan 27, 2026
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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)