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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 36 of 299
U are a coward Trudeau!
U are a coward Trudeau!
Direct personal attack on Trudeau framed as criticism of his leadership and policies.
@rabbyrich1751 Mar 4, 2025
I'm still lost on how it's the US fault for Canada allowing drugs/etc to enter the US...If we send our Military to CA and start killing people, I guess it would be CA fault?
I'm still lost on how it's the US fault for Canada allowing drugs/etc to enter the US...If we send our Military to CA and start killing people, I guess it would be CA fault?
Critiques the logic of US blame toward Canada for drug trafficking, questioning the fairness of the policy position.
@James-t6o6e Mar 4, 2025
You can blame the immigrants all you want but never blame the politicians who allowed the fake colleges and allowed them in. Never the bride always the bridesmaid
You can blame the immigrants all you want but never blame the politicians who allowed the fake colleges and allowed them in. Never the bride always the bridesmaid
Criticizes politicians and policy decisions (fake colleges, visa approvals) while deflecting blame from immigrants, with implicit us-vs-them framing.
anthonysellsit Feb 24, 2026
What is Danielle going to do after ruining Albertas' economy. She will deflect and blame others, as always.
What is Danielle going to do after ruining Albertas' economy. She will deflect and blame others, as always.
Criticizes a political leader's handling of Alberta's economy and accuses them of deflection, with an implicit us-vs-them framing about provincial governance.
@robert4031 Feb 21, 2026
Trudeau is correct. It was wrong of Trump to start a tariff war.
Trudeau is correct. It was wrong of Trump to start a tariff war.
Direct criticism of Trump's tariff policy as wrong, supporting Trudeau's position on the issue.
@sfrobink Mar 4, 2025
400% on US dairy goods, 250% on US steel and metals? Yeah. Gfy Castro Jr.
400% on US dairy goods, 250% on US steel and metals? Yeah. Gfy Castro Jr.
Criticizes government tariff policy decisions with dismissive language directed at the Prime Minister.
@glennhoffman3519 Mar 4, 2025
Indeed. Make that make sense. You have opened a trade war and it's going to hurt your people, Mr. President. You will see protests in your country. We will do what we have to do. …
Indeed. Make that make sense. You have opened a trade war and it's going to hurt your people, Mr. President. You will see protests in your country. We will do what we have to do. Your people are going to suffer and get really tired of all the 'winning'. This is on you. We have complied with all requests. You betrayed us. We won't forget that.
Criticizes Trump's trade war policy and warns of economic consequences and public backlash.
@maureenwagg5305 Mar 4, 2025
There was no fall of Canada's immigration system ...there was a purposeful change to allow unqualified / unvetted individuals into Canada ...
There was no fall of Canada's immigration system ...there was a purposeful change to allow unqualified / unvetted individuals into Canada ...
Critiques immigration policy as intentional rather than accidental, with conspiratorial undertones about deliberate vetting failures.
Heisenberg-src Feb 17, 2026
Hello from Canada. There is no labour shortage that is entirely a lie. A vicious evil lie when so many people are unemployed. There is no divide at all. Canadians overwhelming support much tighter immigration …
Hello from Canada. There is no labour shortage that is entirely a lie. A vicious evil lie when so many people are unemployed. There is no divide at all. Canadians overwhelming support much tighter immigration and for people overstaying visa holders to leave when they expire. Getting a student visa obviously doed not mean you get to stay. The previous immjgration system was a disaster and we are suffering for the damage done and will be for a long time.
Critiques immigration policy as a 'vicious evil lie' and claims widespread Canadian opposition to immigration, mixing policy analysis with unsubstantiated claims about public consensus.
derekaitken Feb 14, 2026
No more benefits for 'asylum" seekers or immigrants. Let NGOs and private funds pay for it. All these benefits and government money bring abuse and grift. Turn off the taps, send them back.
No more benefits for 'asylum" seekers or immigrants. Let NGOs and private funds pay for it. All these benefits and government money bring abuse and grift. Turn off the taps, send them back.
Criticizes government benefits and asylum policy while calling for defunding and deportation.
-37driver Feb 24, 2026
This is what you get when you vote for an incompetent idiot to be president…
This is what you get when you vote for an incompetent idiot to be president…
Criticizes a political leader's competence and decision-making, with implicit national identity framing about who should lead.
@tamalon_70 Mar 4, 2025
CANADA NEEDS TO IMPOSE AN IMMIGRATION NATIONALITY CAP so we don’t end up with an inordinate amount of people coming from the same country like we do now! This method also assures REAL DIVERSITY.
CANADA NEEDS TO IMPOSE AN IMMIGRATION NATIONALITY CAP so we don’t end up with an inordinate amount of people coming from the same country like we do now! This method also assures REAL DIVERSITY.
Proposes a specific policy change (immigration nationality cap) while framing it as a diversity measure, combining policy critique with identity-based framing.
USA-CANADA1480 Feb 20, 2026
Canadian politicians opened these private university. They opened offices in India marketing to youth that take admission in college and get work permit afterwards. Some stupid forced their parents to sell family land to pay …
Canadian politicians opened these private university. They opened offices in India marketing to youth that take admission in college and get work permit afterwards. Some stupid forced their parents to sell family land to pay for canadian degree and now canada deny work permit. Also prosecute those politicians and university owners who did this legalized human trafficking.
Criticizes government and university policies for allegedly misleading international students, framing it as 'legalized human trafficking' with moral condemnation.
deekshantbelwal1269 Feb 11, 2026
I know how to fix this bring in another 2 million welfare free loaders into the country that will fix everything its the liberal way
I know how to fix this bring in another 2 million welfare free loaders into the country that will fix everything its the liberal way
Sarcastically criticizes immigration policy as welfare-driven, combining policy critique with an unverified claim about immigrants being 'welfare free loaders.'
@NicholasPittman-n4k Mar 4, 2025
The Canadian people are in trouble due to the economy he has made, not because of these tarrifs
The Canadian people are in trouble due to the economy he has made, not because of these tarrifs
Critiques Trudeau's economic policies as the root cause of Canada's troubles, distinguishing them from external tariff impacts.
@donjuan3413 Mar 4, 2025
Trudeau’s speech, spot on. This CNN “analysis” says so much about why it’s lost its value. Quoting the Washington Post’s use of the word “dumb” does not make a speech harsh. Good lord. 47 reckless …
Trudeau’s speech, spot on. This CNN “analysis” says so much about why it’s lost its value. Quoting the Washington Post’s use of the word “dumb” does not make a speech harsh. Good lord. 47 reckless governance is harsh, cruel and intentionally damaging, not to mention the way he speaks daily. Get it right.
Commenter critiques media coverage and defends Trudeau's speech while condemning Trump's governance as reckless and cruel.
@RyYoungOfficial Mar 4, 2025
Canadian PM does not care about his people. The Covid 19 vax mandate showed that. And the money he took away from the truckers. He needs to go away and resign. He is FAkE
Canadian PM does not care about his people. The Covid 19 vax mandate showed that. And the money he took away from the truckers. He needs to go away and resign. He is FAkE
Criticism of the PM's policies (vaccine mandates, treatment of truckers) combined with a demand for resignation.
@msanders7426 Mar 4, 2025
Legacy media being stunned about Trumps behavior when they did so much to normalize the idiot.
Legacy media being stunned about Trumps behavior when they did so much to normalize the idiot.
Critiques media coverage and normalization of political behavior as a policy/institutional failure.
@teamsycon Mar 4, 2025
Still cannot stand Trudeau! And his message or speech is far more out of touch than Ford's in an interview or CNN or BBC.
Still cannot stand Trudeau! And his message or speech is far more out of touch than Ford's in an interview or CNN or BBC.
Criticizes Trudeau's message and communication style as out of touch compared to other political figures.
@rsliu4646 Mar 4, 2025
Says this speech while having parliament closed due to his party losing majority vote
Says this speech while having parliament closed due to his party losing majority vote
Direct criticism of political inconsistency—speaking about leadership while parliament is closed due to lost majority, a bureaucratic/governance critique.
@KloudStyles Mar 4, 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)