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Canadian Immigration Dashboard [ CID ]
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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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2,768 comments
Page 56 of 139
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.
@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.
@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.
@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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Category Distribution

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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

Which YouTube channels attract each type of discourse
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) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)