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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 202 of 299
Why doesn’t he know its all about him and Trump just doesn’t like him period. ?\n\nResign and learnt to stop talking about others behind their back condescendingly and everything will be back to beautiful again …
Why doesn’t he know its all about him and Trump just doesn’t like him period. ?\n\nResign and learnt to stop talking about others behind their back condescendingly and everything will be back to beautiful again ??
Critiques PM's approach and personal conduct, implicitly calling for resignation and behavioral change.
@CaesarGonzaga Mar 5, 2025
4.9 million Visa holders, mostly from India! Visa holders are not immigrants.
4.9 million Visa holders, mostly from India! Visa holders are not immigrants.
Critiques government classification of visa holders as immigrants, questioning the accuracy of policy terminology.
RandalSwitzer Jan 29, 2026
I only disagree with one thing he said. Donald is NOT a very smart guy. But, I understand that this is intended to assuage the Goblin King's ego.
I only disagree with one thing he said. Donald is NOT a very smart guy. But, I understand that this is intended to assuage the Goblin King's ego.
Critiques Trump's intelligence while sarcastically acknowledging the statement may be intentional appeasement, blending critique with irony.
@joelblakely5268 Mar 4, 2025
18'000 out, but immigration says they're bringing in over a million a year. Literally a drop in a bucket.
18'000 out, but immigration says they're bringing in over a million a year. Literally a drop in a bucket.
Critiques deportation policy as inadequate relative to immigration intake, using an unverified comparison ('over a million a year') to frame the argument.
-TBH- Dec 27, 2025
Only wicked president businessman will do stupid things like starting to burn the bridge
Only wicked president businessman will do stupid things like starting to burn the bridge
Criticizes Trump's business-oriented approach as causing diplomatic damage, framing his actions as foolish policy decisions.
@ddytoxifypianocollection6393 Mar 4, 2025
I thought this idiot was out of the office... and I agree that these tariffs are goofy for certain countries
I thought this idiot was out of the office... and I agree that these tariffs are goofy for certain countries
Criticizes tariff policy as misguided while expressing surprise Trump returned to office.
@JimmyOrozco1 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
They looked scared as hell. Trudeau is like a vindictive fired employee who steals and damages stuff before leaving. People like him are why many companies have security escort them out when they leave. Canada …
They looked scared as hell. Trudeau is like a vindictive fired employee who steals and damages stuff before leaving. People like him are why many companies have security escort them out when they leave. Canada is going to suffer just so this wimp can feel like he stood up to Trump. He isn't even in a position to negotiate anymore. He's just causing his country more pain for no reason. Typical socialist. Whole lot of people in the comments don't understand the numbers. Canada has zero chances to win a trade war. Many Canadian businesses are already moving to the US.
Critiques government leadership and trade war strategy while expressing concern about economic consequences and business relocation.
@liberTvalance 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
Stop your tariffs and Trump will stop his…. reciprocal tariffs are genius.
Stop your tariffs and Trump will stop his…. reciprocal tariffs are genius.
Critiques Canadian tariff policy and advocates for a different approach by referencing Trump's reciprocal tariff strategy.
@scottbigler9182 Mar 4, 2025
There is no negotiating with Trump, it's either his way or the highway.
There is no negotiating with Trump, it's either his way or the highway.
Critiques Trump's negotiating approach and inflexibility as a political/diplomatic strategy.
@747rotate Mar 4, 2025
The immigration minister has a clear conflict of interest....given that her family is one of the east coast's largest landlords.....AND THAT'S WHY SHE SWUNG THE DOORS OPEN TO MASS IMMIGRATION, THE TFW PROGRAM AND TO …
The immigration minister has a clear conflict of interest....given that her family is one of the east coast's largest landlords.....AND THAT'S WHY SHE SWUNG THE DOORS OPEN TO MASS IMMIGRATION, THE TFW PROGRAM AND TO INTERNATIONAL STUDENTS! She, like many others in our corrupt liberal gov't.....ARE FILLING THEIR OWN POCKETS while Canada's identity and culture are destroyed. SHE NEEDS TO BE FIRED FOR SELFISH SELF-INTEREST, CORRUPTION AND TREASON!
Alleges corruption and conflict of interest in immigration policy while calling for removal of officials; includes unverified claims about motives.
newlife956 Feb 26, 2026
They should add sharing our national holidays to the points system.
They should add sharing our national holidays to the points system.
Suggests modification to immigration points system to require cultural integration (national holidays), implying current policy inadequate.
redman958 Jun 17, 2025
Just one correction: trump is not a smart guy.
Just one correction: trump is not a smart guy.
Makes a dismissive personal criticism of a political figure, implicitly critiquing their leadership capability.
@kaiserwiddywak Mar 4, 2025
The Canadian government is also at fault! Look at our CBSA… 90% of them are born outside Canada and if they get security clearance in their own country then they are fine to come and …
The Canadian government is also at fault! Look at our CBSA… 90% of them are born outside Canada and if they get security clearance in their own country then they are fine to come and work in Canada without Canada looking into it. Many of them can barely speak any English at all. Or French. Our government and the government policies in Canada are a joke.
Criticizes government security clearance procedures and CBSA hiring practices, with unverified claims about language proficiency and hiring percentages.
kennydeck6742 Oct 1, 2025
They use Fentanyl, DEI, Woke, immigrants, Gov't waste, as a key word to justify the tearing down. Trump can lie to the uneducated that he loves, the racist and the greedy, but other Countries will …
They use Fentanyl, DEI, Woke, immigrants, Gov't waste, as a key word to justify the tearing down. Trump can lie to the uneducated that he loves, the racist and the greedy, but other Countries will check him. The Skipper and Gilligan is on this super hero movie villain tip.
Critiques Trump's use of divisive keywords as manipulation tactics while suggesting his rhetoric targets specific demographics.
@duke2912 Mar 4, 2025
Didn’t Justin get fired?! There was ample time to negotiate. Huge trade deficit with Canada.
Didn’t Justin get fired?! There was ample time to negotiate. Huge trade deficit with Canada.
Questions Trudeau's negotiation strategy and references trade deficit concerns, critiquing government handling of trade relations.
@MW97058 Mar 4, 2025
Justin can kiss my ass. Liberals let the drug problem. Liberals are farting around with their party while Canada needs a govt in the oval office. Liberal party makes me sick. Jagmeet is a piece …
Justin can kiss my ass. Liberals let the drug problem. Liberals are farting around with their party while Canada needs a govt in the oval office. Liberal party makes me sick. Jagmeet is a piece of crap
Criticizes government handling of drug policy and governance while attacking political figures and parties.
@joshlodder8608 Mar 4, 2025
Trudeau and the clown show have destroyed this country in record time, the burden on all services has been crippling. Mass deportation? the only thing going on is a mass exodus of long time Canadians. …
Trudeau and the clown show have destroyed this country in record time, the burden on all services has been crippling. Mass deportation? the only thing going on is a mass exodus of long time Canadians. Trudeau followed orders from the Globalist Cabal just as Biden did, doing nothing but increase the socialist vote count by giving away billions of dollars, while stripping down the middle class to the bone. Trudeau should be in jail for Trieason.
Critiques government policy and leadership while making unsubstantiated claims about globalist conspiracies and expressing demographic/economic anxiety.
Johnnie-MacRoberts-k5o Apr 16, 2025
As a businessman, Trump was using Fentanyl crisis as a lame excuse. No matter how much fentanyl is controlled across borders he was still guaranteed in imposing the 25% trade tariff. \nCanada govt invested so …
As a businessman, Trump was using Fentanyl crisis as a lame excuse. No matter how much fentanyl is controlled across borders he was still guaranteed in imposing the 25% trade tariff. \nCanada govt invested so much into the border security recently and visited multiple times in Washington to discuss this 25% trade tariff but all of them forgot that Trump is a very aggressive and stubborn when it comes to money!\n\nI am glad Trump has made Canada and even Trudeau bold and self dependent now!
Analyzes Trump's trade policy motivations from a business perspective, critiquing the administration while acknowledging some positive effects on Canadian independence.
@kornNpunk 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)