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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 110 of 299
Before everyone loses their mind over the grandstanding on either side… They should take some time to research the import/export world. If Trudeau thought he had the upper hand in this, he would have dropped …
Before everyone loses their mind over the grandstanding on either side… They should take some time to research the import/export world. If Trudeau thought he had the upper hand in this, he would have dropped the hammer. He doesn’t. The US economy will find a workaround before the 21 days are up, and Canada will have even less of a leg to stand on.
Analyzes trade negotiation dynamics, arguing Canada lacks leverage and the US will find workarounds, critiquing Trudeau's position.
@WC906 Mar 4, 2025
Do people actually think that Trump will tell the truth? He's the father of lies.\nDo people think that fentanyl is NOT made in the USA?\nWhy does the USA have SO MANY DOPE FIENDS??\n\nTo all republicans …
Do people actually think that Trump will tell the truth? He's the father of lies.\nDo people think that fentanyl is NOT made in the USA?\nWhy does the USA have SO MANY DOPE FIENDS??\n\nTo all republicans that voted for Trump and you have lost your job or are hurting....GOOD FOR YOU!!!! I wish things become unbearably WORSE. Trump showed ya'll during his first administration, ya'll saw what he did while not in office, and we WARNED ya'll but some way ya'll got amnesia. Basic elementary understanding economics will tell you that:\n1) Tariff is another tax on the people in the country that is issuing the tariff\n2) Cost will always be lower four years prior (except for the period near the great depression) than the current year.\n3) Did ya'll forget about the damage the pandemic did and how some merchants were price gouging...and Biden was going after price gougers?\n\nI could go on and on but I assume that if you didn't listen or pay attention for 8 years, you definitely aint listening to me.
Extensive critique of Trump's policies and truthfulness, with economic arguments about tariffs and their effects on citizens.
@henryhudson9761 Mar 4, 2025
Canada impose tariffs first. Just remove yours.
Canada impose tariffs first. Just remove yours.
Critiques current tariff policy and advocates for a specific policy change regarding trade negotiations.
@Johnwicker1903 Mar 4, 2025
I was called a racist every time I said those coming from the U.S. are not real refugees since the U.S. IS a safe country. JT sent out the tweet just so he could look …
I was called a racist every time I said those coming from the U.S. are not real refugees since the U.S. IS a safe country. JT sent out the tweet just so he could look better than Trump. He did not care about Canadians, just about how HE looked to the world. Unbelievable.
Criticism of government refugee policy as performative and self-serving rather than genuinely humanitarian.
lindacompton3301 Feb 17, 2026
Wow someone that can actually articulate a well thought out out sentence. Something the current dictator in the White House is unable to do.
Wow someone that can actually articulate a well thought out out sentence. Something the current dictator in the White House is unable to do.
Criticizes Trump's communication abilities and governance, using dehumanizing language ('dictator').
@SanityPotion776 Mar 4, 2025
I am Canadian, and this clown speaking is reason for downfall of Canada, financially and socially and most of country wants him out..But yes tariffs on Canada are absolutely ridiculous and will harm both nations..Canada …
I am Canadian, and this clown speaking is reason for downfall of Canada, financially and socially and most of country wants him out..But yes tariffs on Canada are absolutely ridiculous and will harm both nations..Canada more..and Trump knows this
Criticism of Canadian leadership and tariff policy, grounded in personal perspective as a Canadian.
@vaneh6982 Mar 4, 2025
America simply asked do better at ur boarder and help stop this deadly drug from just cross the boarder without any real effort to stop it
America simply asked do better at ur boarder and help stop this deadly drug from just cross the boarder without any real effort to stop it
Critiques Canada's border policy and drug enforcement efforts in response to American concerns, comparing national approaches.
@jmcglinchey2589 Mar 4, 2025
Thanks heaven that Pierre Poilievre is not Prime Minister of Canada since he kiss trump's A$$ and repeats the same shenanigans as his beloved friend trump!
Thanks heaven that Pierre Poilievre is not Prime Minister of Canada since he kiss trump's A$$ and repeats the same shenanigans as his beloved friend trump!
Criticism of Pierre Poilievre's alignment with Trump and his policies, framed as relief he's not in power.
@gillesblanchard1699 Mar 4, 2025
ANOTHER DUMB MOVE FROM DUMB TRUMP!
ANOTHER DUMB MOVE FROM DUMB TRUMP!
Criticism of Trump's decision-making, characterizing it as foolish policy.
@kuzuki990 Mar 4, 2025
See the issue with multi culturalism is that “like people” tend to stick with “like people”. It’s human nature… for instance, when I go to school or the break room- I sit with my friends. …
See the issue with multi culturalism is that “like people” tend to stick with “like people”. It’s human nature… for instance, when I go to school or the break room- I sit with my friends. I interact with, socialize outside of the current setting - because that’s where we are comfortable. Everyone in life chooses to be comfortable, as it’s better. When we mass immigrate (especially from one country) we can’t be surprised that this happens. Of course Indian people do business, socialize, real estate, etc… with other Indian people. It’s what they are comfortable with. I think mass immigration is an awful idea and a culture that doesn’t encourage assimilation and chooses multi culturalism will find that it’ll no longer be multicultural- as the new dominate culture in Canada will be Punjabi.
Critiques multiculturalism and mass immigration policies as ineffective, with identity-based concerns about cultural dominance and assimilation.
TheHeatLockerFanCave Oct 3, 2025
Why isn't Canada checking their visas. This is why this is happening. They should not be here. They can build up their country better if they're in their country. This is disgusting
Why isn't Canada checking their visas. This is why this is happening. They should not be here. They can build up their country better if they're in their country. This is disgusting
Criticizes Canadian visa checking procedures as inadequate while expressing moral disapproval of immigration, blending policy and threat concerns.
Cbuddy30 Jan 29, 2026
We have a lying Criminal running our country!
We have a lying Criminal running our country!
Criticism of the current government leader and their conduct, framed as a critique of leadership.
@carolevalavane9465 Mar 4, 2025
Trudeau is a dictator. Look what he did during the plandemic. Liar. Corrupt to the core. And a black faced racist.
Trudeau is a dictator. Look what he did during the plandemic. Liar. Corrupt to the core. And a black faced racist.
Attacks Trudeau's character and policies with unsubstantiated claims about pandemic actions and blackface, primarily functioning as political critique.
@danvanderpoel4396 Mar 4, 2025
Listen to the world's biggest hypocrite, who single handedly destroyed our Country, and our economy.What a P.O.S.!!
Listen to the world's biggest hypocrite, who single handedly destroyed our Country, and our economy.What a P.O.S.!!
Attacks Trudeau's leadership and policies, claiming he destroyed the country and economy, without specific evidence.
@ebelong Mar 4, 2025
Looks to me like the tariffs have worked - Canada has started to cooperate
Looks to me like the tariffs have worked - Canada has started to cooperate
Evaluates the effectiveness of tariff policy and its outcomes on international relations.
@three.one_four Mar 4, 2025
Everyone forget when they blocked all of their own truckers from getting paid because they peacefully protested?
Everyone forget when they blocked all of their own truckers from getting paid because they peacefully protested?
Criticizes government handling of trucker protests, presenting a specific factual claim about blocking payment without evidence.
@ryanmiller9957 Mar 4, 2025
It looked like a scam ! Good to end it rather than misleading people. ,
It looked like a scam ! Good to end it rather than misleading people. ,
Evaluates a program as fraudulent and supports its termination as the appropriate policy response.
bertlilley4988 Nov 22, 2025
believe it or not you cannot legally buy and carry a knife with the stated purpose of protecting yourself from people. you would face huge legal consequences for that! how insane is canada
believe it or not you cannot legally buy and carry a knife with the stated purpose of protecting yourself from people. you would face huge legal consequences for that! how insane is canada
Criticizes Canadian legal policy regarding self-defense weapons while expressing concern about its severity.
jacksonflint2630 Jan 29, 2026
Trudeau is part of the swamp.\nYou froze the accounts of your own citizens, you are the global elite.\nYou will fail.
Trudeau is part of the swamp.\nYou froze the accounts of your own citizens, you are the global elite.\nYou will fail.
Criticizes Trudeau and government actions (account freezing) as authoritarian, with unsubstantiated conspiracy framing about 'the swamp' and 'global elite.'
@ians713 Mar 4, 2025
Ive got no problem with LEGAL economic migration. Or coming as a refugee if you want to come here, work, and obey our laws then i am happy to welcome you. But if your gonna …
Ive got no problem with LEGAL economic migration. Or coming as a refugee if you want to come here, work, and obey our laws then i am happy to welcome you. But if your gonna ponce our welfare programs and not assimilate into our cultures and commit crimes then we don't want you. Your not welcome. Its as simple as that
Articulates conditional support for immigration based on legal status, work ethic, law-abiding behavior, and cultural assimilation, critiquing welfare abuse.
@moosemaster96 Mar 5, 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)