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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 207 of 299
Mainstream media is too scared to touch this topic. Thank you for showing the reality that actual Canadians are living through📉
Mainstream media is too scared to touch this topic. Thank you for showing the reality that actual Canadians are living through📉
Criticizes mainstream media for avoiding immigration discussion and frames the video as revealing hidden reality, combining media critique with an unsubstantiated claim about media avoidance.
HomelessLifeStoriesUSA Jan 27, 2026
The excuses for implementing the tariffs by trump were just as absurd as putin’s excuse for invading Ukraine.\nHonestly I wouldn’t have even bothered to implement the border policy because in trump’s la la land. It …
The excuses for implementing the tariffs by trump were just as absurd as putin’s excuse for invading Ukraine.\nHonestly I wouldn’t have even bothered to implement the border policy because in trump’s la la land. It wouldn’t matter how much Canada did. \nOnce he’s fabricated a reason for anything. It becomes a truth in his head.\ntrump’s a communist sympathiser ?. Figure that one out?\nNext he’ll be sending arms to russia.
Critiques Trump's tariff justifications and border policy as absurd, with unsubstantiated claims about Trump's motivations and sympathies.
@fieldsofgold775 Mar 5, 2025
Close your open door policy and stop letting everyone come to your country. And then they sneak into our country. Go to Vancouver and you will see there is a brown and yellow town I …
Close your open door policy and stop letting everyone come to your country. And then they sneak into our country. Go to Vancouver and you will see there is a brown and yellow town I mean how many of them are illegal. On the other hand i understand what you saying. Key words border check point. But how long is the border in Canada thousands of ways for stuff to come through
Criticizes Canada's immigration policy while making unverified claims about illegal immigration and using identity-based language about ethnic composition.
@rambo410 Mar 4, 2025
Canadian DEI grants will drop to $80,000,000,000 now. Poor DEI ?
Canadian DEI grants will drop to $80,000,000,000 now. Poor DEI ?
Critiques Canadian DEI spending policy with sarcastic tone, using emoji to mock the program's perceived wastefulness.
@bobvilla4383 Mar 4, 2025
Bogus asylum claim was always a way become legal for few years,get SIN,make money,srnt to home country.Asylum claim is in air for 3-4 years because system is overloaded,and after claim rejected you can apply for …
Bogus asylum claim was always a way become legal for few years,get SIN,make money,srnt to home country.Asylum claim is in air for 3-4 years because system is overloaded,and after claim rejected you can apply for humanitarian cause and be legal longer
Critiques asylum system procedures and claims about loopholes, though some assertions lack clear verification and may contain exaggeration.
vstobinski Feb 24, 2026
So now Trudeau has a say?? ?\nDidn’t he resign already?? Where have you been in your more than 10 years as PM?? Looool
So now Trudeau has a say?? ?\nDidn’t he resign already?? Where have you been in your more than 10 years as PM?? Looool
Criticizes Trudeau's tenure and questions his legitimacy to speak, framed as rhetorical questions about his record.
@AgentAO7 Mar 4, 2025
Didn't you cheer when each time the US slapped tariffs on China? Now you say tariffs make no winners. That's what the Chinese been saying for years, since Trump's first term
Didn't you cheer when each time the US slapped tariffs on China? Now you say tariffs make no winners. That's what the Chinese been saying for years, since Trump's first term
Challenges inconsistency in tariff positions by comparing Canada's stance to China's historical position.
@comments2840 Mar 4, 2025
Trump is bad for Muslims and bad for his own Alliance. Good luck world.
Trump is bad for Muslims and bad for his own Alliance. Good luck world.
Criticizes Trump's policies toward Muslims and international alliances, framing it as both a policy failure and moral wrong.
@shehlakalsoom6423 Mar 4, 2025
I wonder if Trudeau can take that 1.3 billion to stop fentanyl entering the US and invest it back into healthcare and education? Trade war blows my mind. Trump you are an idiot.
I wonder if Trudeau can take that 1.3 billion to stop fentanyl entering the US and invest it back into healthcare and education? Trade war blows my mind. Trump you are an idiot.
Questions government spending priorities and criticizes trade war policy while insulting a political figure.
@66BW Mar 4, 2025
The canadian govt lures these wealthy people to come and spend all their money, that is the total objective. Taxable money machine.
The canadian govt lures these wealthy people to come and spend all their money, that is the total objective. Taxable money machine.
Comment critiques government immigration policy as economically motivated, framing wealthy immigrant recruitment as a revenue strategy.
dorianmode69 Jan 27, 2026
The reason why we are seeing this is because Donald Trump is trying to straighten his government and make it stronger our government is so weak we don't have good politicians here we have crooked …
The reason why we are seeing this is because Donald Trump is trying to straighten his government and make it stronger our government is so weak we don't have good politicians here we have crooked politicians very very crooked politicians
Criticism of Canadian government and politicians as weak and corrupt, with implicit comparison to Trump's approach.
@KirkNew-c7g Mar 4, 2025
Dont like Trudeau but I have to say, great last speech. Trump is such a liar about fentanol from Canada. Good luck USA, you are in for one hell of a ride !
Dont like Trudeau but I have to say, great last speech. Trump is such a liar about fentanol from Canada. Good luck USA, you are in for one hell of a ride !
Criticizes Trump's fentanyl claims as false while acknowledging Trudeau's speech quality, combining policy critique with a factual dispute.
@Neil-fm8zp Mar 4, 2025
Fear pandering….
Fear pandering….
Brief critique characterizing political messaging as fear-based manipulation.
@casperoner2352 Mar 4, 2025
Trump does not make sense, period. PS can I move to Canada???
Trump does not make sense, period. PS can I move to Canada???
Criticizes Trump's logic/policy while also expressing personal desire to emigrate to Canada.
@elizabethmartin3389 Mar 4, 2025
I fully agree with Poland man. They look other immigrant who came many years ago whom their forefathers work so hard and make saving yet they want easy and fast money.
I fully agree with Poland man. They look other immigrant who came many years ago whom their forefathers work so hard and make saving yet they want easy and fast money.
Criticizes newer immigrants for seeking 'easy and fast money' versus earlier immigrants' work ethic, implying policy should favor different immigrant types.
LoreliePlayz Sep 20, 2025
they are giving free food but the homeless don't go ask for food there because they think racially? if food is what they want im sure they will be fed, if its money for whatever …
they are giving free food but the homeless don't go ask for food there because they think racially? if food is what they want im sure they will be fed, if its money for whatever else they want prolly wont get any! Canada just needs to enforce stricter rules and deport illegals and students who can't pay for a year upfront, and fraudulent people/companies etc! Immigrants are good but the scale is not and reverse needs to be done for a while!
Critiques government enforcement and immigration policy scale, advocating for stricter rules and deportations.
oma_gunner Feb 8, 2026
This stupid fool refused to trade LNG with Europe and Japan. Now he just wants his name in lights one last time.
This stupid fool refused to trade LNG with Europe and Japan. Now he just wants his name in lights one last time.
Criticism of Trudeau's LNG trade decisions and motives, arguing he refused beneficial trade deals and is now seeking personal recognition.
@bushmaster369 Mar 4, 2025
Liberal minions screwed Canada and they’re still ministers in parliament even after they messed up because morons keep voting them in.
Liberal minions screwed Canada and they’re still ministers in parliament even after they messed up because morons keep voting them in.
Attacks government and Liberal party for policy failures, with partisan framing of voter behavior.
krism1815 Jan 20, 2026
Our method is working ???? did Trudeau is aware about the catastrophic drug situation in his own country ??
Our method is working ???? did Trudeau is aware about the catastrophic drug situation in his own country ??
Questions the effectiveness of government policy while raising concerns about domestic drug crisis, combining skepticism with implicit criticism.
@lillecitadelle1588 Mar 4, 2025
Canada has allowed too many unsavory characters. It is their fault. Just regulate the visa process.
Canada has allowed too many unsavory characters. It is their fault. Just regulate the visa process.
Criticizes Canada's visa process for admitting problematic individuals and calls for stricter regulation.
gulabh Sep 29, 2025
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Discourse 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)