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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 162 of 299
Usa is not obligated to buy from Canada. Stop whining and crying. Fix your country.
Usa is not obligated to buy from Canada. Stop whining and crying. Fix your country.
Criticizes Canada's economic dependence and calls for domestic policy improvements while dismissing complaints about US trade obligations.
@eco8842 Mar 4, 2025
I don't think continuing to do what hasn't worked in the past is going to fix the future... It's time for change.\n \nThe US has been paying the world for too long, and now it's …
I don't think continuing to do what hasn't worked in the past is going to fix the future... It's time for change.\n \nThe US has been paying the world for too long, and now it's time for others to pay their share. I don't blame them for being upset, but I don't believe Trudeau's perspective is all inclusive of reality.\n\nAmerica should come first to Americans.
Critiques current policy approach as ineffective and argues for prioritizing American interests, combining policy analysis with nationalist framing.
@EarlGrey-YT Mar 4, 2025
i hate how these reporters and "news" outlets report on these people as if they are being ejected into the outer space with no oxygen... her life will continue... where she is meant to be …
i hate how these reporters and "news" outlets report on these people as if they are being ejected into the outer space with no oxygen... her life will continue... where she is meant to be and if thats in her home country , so be it , its a luxury that she even lived anywhere else , many other people dont get that luxury or chance AND it is NOT on the host nation to keep you infinitely because you like it there.
Critiques media framing of deportation and argues that host nations have no obligation to retain immigrants indefinitely.
webapple1 Feb 21, 2026
What a complete idiot. As a Canadian I am ashamed to call this moron a leader. He was forced to resign but continues to embarrass us on the world stage. Deal with the terrorists, fentanyl …
What a complete idiot. As a Canadian I am ashamed to call this moron a leader. He was forced to resign but continues to embarrass us on the world stage. Deal with the terrorists, fentanyl and trafficking you creep.
Canadian commenter criticizes leadership and policy failures on security/trafficking issues while expressing personal shame about national representation.
@moveablefeasttv Mar 4, 2025
Trump is making us quarrel with everyone
Trump is making us quarrel with everyone
Blames Trump for creating international conflict and diplomatic tension.
@victorco.6308 Mar 4, 2025
Sure wish Wolf Blitzer would stop with his views. We all agree this is a travesty between the two governments, the talking heads of the news network need to shut up and let the news …
Sure wish Wolf Blitzer would stop with his views. We all agree this is a travesty between the two governments, the talking heads of the news network need to shut up and let the news report itself.
Criticism of news media commentary and preference for objective reporting, with meta-commentary on Wolf Blitzer's role.
@daveaugustine6327 Mar 4, 2025
Unrealistic take on this matter…they are on both sides of the service centres of Canada …they have taken the jobs in gov…as most take HR certification and then hire their own kind…. Challenge for you….walk …
Unrealistic take on this matter…they are on both sides of the service centres of Canada …they have taken the jobs in gov…as most take HR certification and then hire their own kind…. Challenge for you….walk into Canaada Service centre….see for yourself….. it’s like a commune.
Critiques hiring practices and workplace demographics in Canadian government services, alleging nepotism and ethnic clustering.
leegrant100 Feb 22, 2026
Some of what he said basically if that effort would been applied to Canadians maybe we would not be in this position
Some of what he said basically if that effort would been applied to Canadians maybe we would not be in this position
Critiques government priorities by suggesting resources directed toward immigration should have benefited Canadian citizens instead.
DavidSmith-wd7wc Feb 22, 2026
It is time to scrap All the fancy initials such as UN, WEF, NGO, COP, Etc. And use the constitution and elected government to run the country. There must also be a loyal opposition to …
It is time to scrap All the fancy initials such as UN, WEF, NGO, COP, Etc. And use the constitution and elected government to run the country. There must also be a loyal opposition to hold the government to account. We need transparency and accountability to stop corruption,
Critiques international organizations and calls for constitutional governance with transparency and accountability measures.
benkhan2908 Feb 22, 2026
Diab is beyond stupid! She should never be minister of anything. Than again, another DEI hire from Trudeau so ignorant by design. Another useful idiot and a mouthpiece for this corrupt government.
Diab is beyond stupid! She should never be minister of anything. Than again, another DEI hire from Trudeau so ignorant by design. Another useful idiot and a mouthpiece for this corrupt government.
Attacks a government minister's competence and criticizes DEI hiring practices as part of broader government corruption critique.
SvetlanaPalmer-g2p Feb 28, 2026
One thing Trudeau can actually do that will help is reducing a lot of restrictive business regulation.
One thing Trudeau can actually do that will help is reducing a lot of restrictive business regulation.
Suggests that Trudeau should reduce business regulations to improve the economy.
@Altricksss Mar 4, 2025
Those who vote for a policy should have to FUND IT.
Those who vote for a policy should have to FUND IT.
Critiques immigration policy by proposing that voters should bear financial responsibility for policies they support, a fiscal accountability argument.
chrisbeaulieu9904 Feb 28, 2026
Your government has chose to do this to YOU ,is straight out facts .
Your government has chose to do this to YOU ,is straight out facts .
Commenter asserts that the Canadian government is responsible for a negative situation, critiquing government action or inaction.
@justletitbe2580 Mar 4, 2025
Democrats are about the dumbest people in the world....Perfect example democrats voted for Joe Biden a man that became the worst president in history... His own party kicked him to the curb... Oh wait Biden …
Democrats are about the dumbest people in the world....Perfect example democrats voted for Joe Biden a man that became the worst president in history... His own party kicked him to the curb... Oh wait Biden was running the country... It was the democratic staff members... Under democrats 2021-2024 American house holds was paying out an extra $1,500 a month and democrats wanna cry about stuff.... There's a reason democrats lost the election ?????
Criticizes Democratic policies and leadership, citing economic impacts (household costs) and electoral outcomes.
@charliesmith4932 Mar 4, 2025
Canada won't back down from a fight....LMAO, with what military! Look, what the mindless people don't get is that unless you want to go full scale nuclear war, we have to live on the same …
Canada won't back down from a fight....LMAO, with what military! Look, what the mindless people don't get is that unless you want to go full scale nuclear war, we have to live on the same planet w/Putin. So Canada, giddy-up your pony and go take on Putin yourself or STFU!
Commenter critiques Canada's confrontational stance toward Putin as unrealistic and dangerous, invoking nuclear war concerns.
@freighbrokeralert Mar 4, 2025
He is working like a true Demonrat. They lie blame for his own doing. Where was your friendship Trudeau when your corrupt friend Biden inflated the Americans people? You didn't want to meet with Mr. …
He is working like a true Demonrat. They lie blame for his own doing. Where was your friendship Trudeau when your corrupt friend Biden inflated the Americans people? You didn't want to meet with Mr. Trump (who you say is your friend) to make fair and balanced trade. That seems like a one-sided friendship and we are about COMMON SENSE. Trudeau, you are putting Americans and Canadians through this because you don't want to see that Mr. Trump just wants fairness and for some reason you want tariff wars. That's the truth and you need to start speaking truth and quit misleading people with lies! That's why the democrats have been defeated because they are corrupt and they lie to the people.
Extensively critiques the political figure's trade and diplomatic decisions while invoking fairness and truth as moral principles.
@brendahastings3985 Mar 4, 2025
Interesting. So Drugs coming into your country is our problem. Yet your guns coming illegally into our country. Also our problem. Seems like Trumpo is just looking for some kind of pretext to stir shit …
Interesting. So Drugs coming into your country is our problem. Yet your guns coming illegally into our country. Also our problem. Seems like Trumpo is just looking for some kind of pretext to stir shit up. We have taken advantage of US for far too long. Is the most retarded statement.
Critiques Trump's trade war framing by pointing out reciprocal issues (drugs vs. guns) and accusing him of manufacturing pretexts.
@purplemonkeydishwasher9360 Mar 4, 2025
Let's all remind you Trump haters out there, he's trying to undo the terrible jod Biden did with his disastrous term. Wake up u tards.
Let's all remind you Trump haters out there, he's trying to undo the terrible jod Biden did with his disastrous term. Wake up u tards.
Defends Trump's policies as correcting Biden's failures while dismissing critics, combining policy defense with identity positioning.
@Aap134 Mar 4, 2025
Governor skippy is raising his carbon tax next month on Canadians too.
Governor skippy is raising his carbon tax next month on Canadians too.
Criticizes the government's carbon tax policy as harmful to Canadians.
@korky7674 Mar 4, 2025
Americans don’t even realise how badly Trump just screwed them
Americans don’t even realise how badly Trump just screwed them
Criticizes Trump's policy decisions and their negative consequences for Americans.
@calgal5752 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)