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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 112 of 299
Thought we needed skilled workers. Not scammers who hide once here. Great job Libs.
Thought we needed skilled workers. Not scammers who hide once here. Great job Libs.
Criticizes government immigration policy for admitting 'scammers' instead of skilled workers, with an unsubstantiated claim about immigrant behavior.
Mrfiji Oct 2, 2025
Also, we wouldn’t be here if it weren’t for 12 years of bad government and lack of leadership.
Also, we wouldn’t be here if it weren’t for 12 years of bad government and lack of leadership.
Attributes current situation to 12 years of poor government and weak leadership, critiquing policy and governance.
@sup375 Mar 4, 2025
Why is he acting like Trump has just nuked Canada and going to invade. I think his negative Trump bias is effecting his judgement and behaviour. Instead of doing a media opportunity to show everyone …
Why is he acting like Trump has just nuked Canada and going to invade. I think his negative Trump bias is effecting his judgement and behaviour. Instead of doing a media opportunity to show everyone what a good little leader he is and that Trump is a very bad man. Why not try sit-down and have a rational and pragmatic talk and negotiate new trade relations first, instead trying to cause more up-evil and resentment.
Critiques the video creator's approach as biased and advocates for diplomatic negotiation over confrontation on trade relations.
@trevorevans3956 Mar 5, 2025
I think the only way we could have truly avoided this tariff war was to have gotten rid of this guy long ago. We had many chances. No one respects or trusts him. I put …
I think the only way we could have truly avoided this tariff war was to have gotten rid of this guy long ago. We had many chances. No one respects or trusts him. I put the blame on him & Jagmeet.
Criticizes the PM and political leadership for failing to prevent tariff conflict, implying they should have been removed earlier.
@Jabbablink2 Mar 4, 2025
Canada has taken advantage of us for too long - Either play fair, or pay
Canada has taken advantage of us for too long - Either play fair, or pay
Criticizes Canada's trade practices and issues an ultimatum, framing the dispute as unfair policy requiring correction.
@reformed7939 Mar 4, 2025
Trudeau is in no position to be calling out Trump...he's an absolute snake
Trudeau is in no position to be calling out Trump...he's an absolute snake
Critiques Trudeau's credibility and character while implicitly defending Trump, combining personal attack with political positioning.
@mcarroll4617 Mar 4, 2025
Yup, that's our Idiot-in-Chief, alienate and backstab our allies and friends because it makes for good TV. ?
Yup, that's our Idiot-in-Chief, alienate and backstab our allies and friends because it makes for good TV. ?
Criticizes the Prime Minister's foreign policy decisions while using sarcasm and name-calling for rhetorical effect.
@Mark-vu3vl Mar 5, 2025
Kick people off of social programs (and make them go to work) and you will not have a labor problem!
Kick people off of social programs (and make them go to work) and you will not have a labor problem!
Proposes a policy solution to labor shortages by restricting social programs and forcing workforce participation.
Marvin-P Feb 14, 2026
Stop talking like JT is declaring trade war on America It's that idot Trump that has done this whole thing. Idiots
Stop talking like JT is declaring trade war on America It's that idot Trump that has done this whole thing. Idiots
Defends Trudeau by critiquing Trump's trade war actions, distinguishing between the two leaders' responsibility for the conflict.
@KKinda808 Mar 4, 2025
Two mistakes Justin, you trusted Donald Trump would to do what he promised, and you thought he was smart.
Two mistakes Justin, you trusted Donald Trump would to do what he promised, and you thought he was smart.
Criticizes political leadership decisions (trusting Trump) as strategic errors in governance and diplomacy.
@Zupra4 Mar 4, 2025
It took me 5 years to get into Canada legally, I assimilated , Integrated and it's high time everyone do the same no more temporary nonsense. These levels of immigration are unsustainable everyone is doing …
It took me 5 years to get into Canada legally, I assimilated , Integrated and it's high time everyone do the same no more temporary nonsense. These levels of immigration are unsustainable everyone is doing it for the cheap subsidized labor that was the whole point of this mass immigrant scam to bring down the price of wages.
Combines personal immigration experience with criticism of current immigration policy levels and economic impact on wages.
danfuerthgillis4483 Feb 15, 2026
why put so much focus on a poor guy with obvious mental problems is not fair to the population living in that city. But ya, we can not disagree, East Indians are taking over that …
why put so much focus on a poor guy with obvious mental problems is not fair to the population living in that city. But ya, we can not disagree, East Indians are taking over that place, and many other places in Ontario. Not their fault I would say, but a really badly managed immigration fuck up thats not gonna end well I fear.
Critiques immigration management as 'badly managed' while expressing concern about demographic change in Ontario, framing it as systemic policy failure.
anomanderrake8693 Feb 6, 2026
Canada is a favouritism country If you are not from India, Pakistan Bangladesh You cannot get a job
Canada is a favouritism country If you are not from India, Pakistan Bangladesh You cannot get a job
Critiques Canadian hiring practices as discriminatory, though the claim itself appears to be misinformed about actual employment patterns.
donovangordon3383 Feb 16, 2026
18000 that's it your wired backwards needs to be atleast 5 million
18000 that's it your wired backwards needs to be atleast 5 million
Criticizes the deportation number as insufficient, arguing for dramatically higher targets as policy correction.
robertjenkins8645 Dec 27, 2025
*Century Initiative is alive and well under the Liberals and their managed decline*
*Century Initiative is alive and well under the Liberals and their managed decline*
Critique of a specific immigration initiative (Century Initiative) under current government, with apocalyptic framing ('managed decline').
rickmartin4886 Feb 17, 2026
Where is the Canadian government? Why let senseless Punjap migration into their country? Not no traffic controls and rules 😮
Where is the Canadian government? Why let senseless Punjap migration into their country? Not no traffic controls and rules 😮
The commenter criticizes government policy regarding immigration and mentions specific ethnic groups, combining policy critique with identity-based framing.
rajkumarvelupillai1447 Jan 28, 2026
You should have also inquired about the jobs here too. The stupid liberal government also makes it harder for us Canadians to get jobs. Hell, they buy up all the affordable housing, drive up prices. …
You should have also inquired about the jobs here too. The stupid liberal government also makes it harder for us Canadians to get jobs. Hell, they buy up all the affordable housing, drive up prices. Turn great communities into shitholes. I didn't even know they had those big statues hanging around the city. I don't ever venture into Brampton anymore, as I don't do service calls or work as a mechanic. I basically got told, without being told they wanted a more diverse field of technicians. Over 12 years of work trying to get my mechanics license and I'm out. Guys can't even diagnose a ground on a vehicle, yet they can get the Red Seal license cause the "translator" gave them all the answers on the test. Lots of them coming over on student visas just to drop out or not go to school completely and take up basic minimum wage jobs from the actual tax payers of our Great? nation. The truck driving is also insane up north, past Thunder Bay. Trucks in ditches every 30-50 km's. Wheels coming off of trucks, turning around on the 2 lane highway in the middle of no where and gets the truck stuck cause they wanted to do a U-turn at 3am on blind corners. We driving our 3/4 ton work trucks have to pass our exits all the time cause they have their feet on the dash tailgating you. 90% of the ones that have come over, have made Canada a worse place to work/live.
Extended critique of government policy and immigration's effects on job availability, housing costs, and community character, with unverified claims about immigrant competency and fraud.
sweetmammoth7067 Jan 27, 2026
Trump wants to hear that the Canadian government is going to double its military spending.
Trump wants to hear that the Canadian government is going to double its military spending.
Factual observation about Trump's likely policy demands regarding Canadian military spending.
@tomgibbard1680 Mar 4, 2025
Aren’t people tired of the ( emotional based argument ) let’s present the cases of foreigners impacted by immigration law . That’s what immigration law is supposed to do it’s supposed to impact foreigners. Then …
Aren’t people tired of the ( emotional based argument ) let’s present the cases of foreigners impacted by immigration law . That’s what immigration law is supposed to do it’s supposed to impact foreigners. Then there is the let’s get people to work cheaper than Canadians do and then wonder why Canadians aren’t taking those jobs . Can Canadians just be concerned about Canadians sometimes ? A. Leftist government would not implement these laws if they were not extremely popular . Let democracy thrive without demonizing people who just want to lead their country in a different direction .
Critiques emotional arguments in immigration debate, argues for prioritizing Canadian workers' economic interests, and calls for democratic consideration of different policy directions.
Peekin2213 Feb 14, 2026
deals and agreements CANNOT and SHOULD NOT be done with liars and bullies because such invariably will eventually be violated and utterly and completely broken; there has already been various examples... USMCA for one.
deals and agreements CANNOT and SHOULD NOT be done with liars and bullies because such invariably will eventually be violated and utterly and completely broken; there has already been various examples... USMCA for one.
Critique of negotiating with Trump based on concerns about broken agreements and bad faith, citing USMCA as evidence.
@wl88168 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)