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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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Policy Critique

5,980 comments
Page 3 of 299
Trudeau destroyed Canada.
Trudeau destroyed Canada.
Blames the Prime Minister for Canada's problems, a broad policy critique without specific details.
eyesopen6110 Sep 29, 2025
liberals ruined canada
liberals ruined canada
Brief political criticism blaming a political party for Canada's problems, without specific policy details.
psp785 Sep 21, 2025
I support the Alberta government focusing on unattended provincial responsibilities. This is just pandering and scapegoating their failures by getting you to focus on federal elephants. Do what you can and should be doing instead …
I support the Alberta government focusing on unattended provincial responsibilities. This is just pandering and scapegoating their failures by getting you to focus on federal elephants. Do what you can and should be doing instead of this dog and pony show. Alberta needs attention now!
Criticizes government for scapegoating federal issues instead of addressing provincial responsibilities and failures.
@MichaelPaul-TheVisitor Feb 20, 2026
Two words.... Justin Trudeau 💩 💩
Two words.... Justin Trudeau 💩 💩
Blames Justin Trudeau and liberal government for immigration problems through dismissive shorthand.
SClarkeJr Aug 27, 2025
Immigration officials are NOW investigating… Too bad they didn’t do their jobs before allowing them in..
Immigration officials are NOW investigating… Too bad they didn’t do their jobs before allowing them in..
Directly criticizes immigration officials and government processes for failing to properly vet individuals before admission.
@Mugs-i4q Feb 19, 2026
Not usually a fan of Trudeau, but he’s 100% right on this one
Not usually a fan of Trudeau, but he’s 100% right on this one
Expresses qualified agreement with Trudeau's policy position despite general disapproval of him.
@Emsch1234 Mar 5, 2025
Remember everybody this is the governments fault
Remember everybody this is the governments fault
Direct attribution of immigration problems to government policy and decision-making.
@bonesvali7836 Feb 18, 2026
Immigration should be 0 until our infrastructure can catch up. It will solve the traffic, job, homelessness crisis.
Immigration should be 0 until our infrastructure can catch up. It will solve the traffic, job, homelessness crisis.
Argues for reducing immigration until infrastructure improves, critiquing current policy while citing economic and social problems.
CanadianLoveKnot Jan 11, 2026
So we got rid of 18000 and added 50000. This government is such a joke.
So we got rid of 18000 and added 50000. This government is such a joke.
Criticizes government policy by comparing deportation numbers to new admissions, expressing disapproval.
beanz23232 Dec 29, 2025
More laws and more taxes no matter who ya vote for
More laws and more taxes no matter who ya vote for
Expresses cynicism about government policy regardless of which party is in power, criticizing both taxation and legislation.
dusklvr Jan 11, 2026
It's all thanks to Trudeau
It's all thanks to Trudeau
Attributes immigration policy outcomes to Prime Minister Trudeau, implying criticism of government leadership and policy decisions.
laterob7641 Jan 27, 2026
All of this is too little ,too late, just trying to buy votes but if you look harder you will see they are still ripping off Canadians,shameful
All of this is too little ,too late, just trying to buy votes but if you look harder you will see they are still ripping off Canadians,shameful
Criticism of government measures as insufficient and motivated by vote-buying, with broader claim of exploitation.
DickBeaudoin-jw6wy Jan 14, 2026
Don't forget the payroll deduction increase that negates the "middle class" tax cut
Don't forget the payroll deduction increase that negates the "middle class" tax cut
Criticism of tax policy claiming payroll deductions offset advertised tax cuts.
derek6044 Jan 14, 2026
Don't immigrate anyone.
Don't immigrate anyone.
A direct, blunt statement opposing immigration policy without elaboration or emotional framing.
@aleksanderkuncwicz7277 Feb 20, 2026
The immigration system has been broken since the late 1960's. "Betrayal & Deceit: The Politics of Canadian Immigration" ( 2000), by Charles M. Campbell.
The immigration system has been broken since the late 1960's. "Betrayal & Deceit: The Politics of Canadian Immigration" ( 2000), by Charles M. Campbell.
Cites a historical book to support a long-standing critique of Canadian immigration policy structure and governance.
robertbracken606 Feb 17, 2026
Y have canada government allow such things. U should make the rules strick for foreigners
Y have canada government allow such things. U should make the rules strick for foreigners
Critiques government policy for being insufficiently strict on foreign immigration regulations.
sumathyearnest-m1f Oct 21, 2025
You have no idea what Trudeau has done to our country. We are ill-prepared for these tariffs. He is no hero. His speech was nauseating.
You have no idea what Trudeau has done to our country. We are ill-prepared for these tariffs. He is no hero. His speech was nauseating.
Criticizes Trudeau's handling of tariffs and economic preparedness without providing specific evidence.
@Heidi.M Mar 4, 2025
Trudeau is not for Canadians...he is for himself at the expense of Canadians.
Trudeau is not for Canadians...he is for himself at the expense of Canadians.
Direct criticism of Trudeau's leadership and policies as self-serving rather than benefiting Canadians.
@sweetgrassprincess Mar 4, 2025
PET made our systems far worse across multiple metrics, and Justin hit overdrive on the damage.
PET made our systems far worse across multiple metrics, and Justin hit overdrive on the damage.
Criticizes government policies under past and current leadership for worsening multiple systems.
grandmufftwerkin9037 Jun 16, 2025
It never ceases to amaze me what Trudeau did to our country. None of this was necessary.
It never ceases to amaze me what Trudeau did to our country. None of this was necessary.
Direct criticism of government leadership and immigration policy decisions.
winstonian88 Sep 29, 2025
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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)