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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 10 of 299
These tariffs are because of you, Prime Minister, sir.
These tariffs are because of you, Prime Minister, sir.
Direct criticism attributing tariff policy to the Prime Minister's actions and decisions.
@H.B.K-g4c Mar 4, 2025
Trump is violating his own USMCA Trade agreement in place today. So when he wonders which numb nut put it in place he’s talking about himself. If he’s trying to point the finger at someone …
Trump is violating his own USMCA Trade agreement in place today. So when he wonders which numb nut put it in place he’s talking about himself. If he’s trying to point the finger at someone who fell asleep at the wheel for the trade deficit, there are multiple factors INCLUDING HIMSELF.
Detailed critique of Trump's trade policy and USMCA agreement violations with analytical reasoning.
@MyLil_Buttercup Mar 4, 2025
This makes me sick!! It has gone too far!!! The government needs to give their heads a shake and STOP immigration immediately!!!!! NO MORE!!!! Taxpayers are sick and tired of supporting these users!!!!!
This makes me sick!! It has gone too far!!! The government needs to give their heads a shake and STOP immigration immediately!!!!! NO MORE!!!! Taxpayers are sick and tired of supporting these users!!!!!
Demands immediate halt to immigration and criticizes government policy, with emotional intensity and call for action.
newe1956 Aug 27, 2025
We agree it’s too many
We agree it’s too many
Brief statement criticizing immigration levels as excessive.
BlueT521 Aug 28, 2025
You choose to go to a French speaking area so you should learn French. As simple as that
You choose to go to a French speaking area so you should learn French. As simple as that
Critiques immigrant language integration expectations as a policy/social norm in French-speaking regions.
gracianomendoza8671 Aug 30, 2025
We shouldn't be paying for health care for non Canadians, Period!!!
We shouldn't be paying for health care for non Canadians, Period!!!
Clear policy position opposing public healthcare funding for non-citizens, stated as a definitive principle.
jccarriere3719 Feb 24, 2026
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
Bittersweet that we might not have someone as equipped to deal with this trade war soon. overall disagree with trudeau but he’s handled this well
Bittersweet that we might not have someone as equipped to deal with this trade war soon. overall disagree with trudeau but he’s handled this well
Nuanced critique acknowledging disagreement with Trudeau overall while crediting his handling of trade war negotiations.
@rallimb486 Mar 4, 2025
Blame the Liberals and Trudeau for this bloody mess
Blame the Liberals and Trudeau for this bloody mess
Blames government leadership for immigration policy failures without specific evidence or detailed analysis.
surpotel8016 Sep 21, 2025
I'm sick and tired of this false right wing narrative that the Trudeau Lib party let in all the Indians. I lived in Brampton until 2005 and white flight started well before that. It's been …
I'm sick and tired of this false right wing narrative that the Trudeau Lib party let in all the Indians. I lived in Brampton until 2005 and white flight started well before that. It's been called Bramledesh for longer than I can remember. Trudeau wasn't PM until 2016.
Challenges the narrative that Trudeau's government caused demographic change, citing historical timeline and earlier demographic shifts.
Faux_59 Sep 20, 2025
The U.S. has zero credibility with it's historical allies right now. No country or it's leadership can take the U.S. at it's word in any treaties or trade deals with Donald Trump at the helm. …
The U.S. has zero credibility with it's historical allies right now. No country or it's leadership can take the U.S. at it's word in any treaties or trade deals with Donald Trump at the helm. His word is completely useless. It is pointless to enter into any kind of an agreement with the U.S. under the current administration.
Critique of U.S. credibility and Trump administration's approach to international agreements and alliances.
@IvanJardine Mar 4, 2025
Too many immigrants let in at once
Too many immigrants let in at once
Brief criticism of immigration volume and pace of intake.
shabadoo24 Sep 21, 2025
immigration office should have an english language proficiency test. If anyone does not score 90/100, then visas shouldn't be granted.
immigration office should have an english language proficiency test. If anyone does not score 90/100, then visas shouldn't be granted.
Proposes a specific policy change (English language proficiency test requirement) as criticism of current immigration procedures.
johnkrammer7193 Sep 27, 2025
......... A dumb decision
......... A dumb decision
Brief dismissive criticism of a decision without elaboration.
@JoseOrtiz-fp7bc Mar 4, 2025
It is abundantly clear trying to work with Trump gets you nowhere he sees movement towards his demands as weakness typical schoolyard bully behaviour and as we all got told when we were young you …
It is abundantly clear trying to work with Trump gets you nowhere he sees movement towards his demands as weakness typical schoolyard bully behaviour and as we all got told when we were young you stand up to bullies. The US can no longer be trusted or seen as a reliable ally time for the rest of the world to move on without it
Critiques US foreign policy and Trump's negotiating approach while making moral arguments about bullying and trustworthiness.
@TheDeadgedd Mar 4, 2025
So 32 out of 300 so effective 🙄
So 32 out of 300 so effective 🙄
Sarcastically critiques the low effectiveness rate of deportations (32 out of 300), questioning government enforcement efficacy.
AfterDeath1986 Feb 18, 2026
We need 0 asylum seekers and need to be deporting every single one
We need 0 asylum seekers and need to be deporting every single one
Directly criticizes asylum seeker policy and calls for deportations as a policy position.
Tinyweiner2.0 Feb 24, 2026
Trudeau is finally listening to his people? Why wait until you've resigned to become the man we needed for the last 9 years!?
Trudeau is finally listening to his people? Why wait until you've resigned to become the man we needed for the last 9 years!?
Questions Trudeau's delayed policy shift, implying criticism of his governance record over nine years.
@85gti Mar 4, 2025
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
IRCC & CBSA are a joke under the Liberal Govt.
IRCC & CBSA are a joke under the Liberal Govt.
Directly criticizes immigration agencies and government performance under Liberal administration.
niknikwhosthere Sep 29, 2025
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Classifier Confidence

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Discourse Over Time

Top 6 discourse types by month — how framing evolves over time

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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)