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Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.

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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 98 of 299
Simple answer - Liberals and bleeding heart woke liberal voters destroyed this once great nation that I used to be proud to live in.
Simple answer - Liberals and bleeding heart woke liberal voters destroyed this once great nation that I used to be proud to live in.
Criticizes Liberal government and 'woke' voters for destroying national pride, blending policy critique with identity-based nostalgia.
Slower-And-Less-Happy Aug 25, 2025
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know …
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know that's a lie. So many don't want to learn english, assimilate to Canadian cultures and their entitlement is next level. They think they are above the law. If they love their culture so much and don't want to change...don't come to a better country like Canada just to make our country shit. The first guy speaking truth, even knows it's too much and out of control. And I can assure you all these so called doctors and engineers and so forth aren't the majority of immigrants coming in - being an amazon driver, working at Tim's or a gas station isn't a special skill set. And the smuggler guy - yeah those are exactly the type of people we want in our countries...they are shady, dangerous and break law as like it's a proper day job.
Criticizes government immigration policy and enforcement while making claims about immigrant behavior and cultural assimilation failures.
lostgypsy5068 Jan 28, 2026
It’s so funny this government is blindly allowing false refugee claims Even in countries where there are no violence whatsoever many have claimed refugee status . And this liberal government even without proper encouery let …
It’s so funny this government is blindly allowing false refugee claims Even in countries where there are no violence whatsoever many have claimed refugee status . And this liberal government even without proper encouery let them get that status are now enjoying our hard earned tax money free housing cash dental schooling college furniture even laptops??? accepted them as real refugees leaving real genuine refugees and law abiding educated hard working emigrants in the fray . Shocking Canada 🇨🇦 The emigration minister should resign cause some of them may have police records gangsters rapists we do not know Time Canada imported good decent hard working emigrants without police record
Criticizes government refugee policy and immigration practices while making unverified claims about false claims and security risks, expressing alarm about potential criminals.
shivnaryan9620 Dec 21, 2025
How about you pay your obligated amount In defense spending for your NATO agreement Justin? We pay over the obligated amount and we do not need you at all. You need us more than we …
How about you pay your obligated amount In defense spending for your NATO agreement Justin? We pay over the obligated amount and we do not need you at all. You need us more than we need you. And that's a real fact Madame Trudeau.
Commenter critiques Canada's NATO defense spending obligations while asserting American superiority and independence, blending policy complaint with national identity claims.
@ReverendAlfSharpton Mar 4, 2025
Mr. Trudeau, we've asked you to secure the border and stem the flow of drugs entering the U.S. But you want to cause chaos in our country. We don't appreciate you harming our country.
Mr. Trudeau, we've asked you to secure the border and stem the flow of drugs entering the U.S. But you want to cause chaos in our country. We don't appreciate you harming our country.
American commenter criticizes Trudeau's border and drug policies while expressing concern about harm to the US.
Mar 4, 2025
Canada needs to deport all immigrants of the last 12 years
Canada needs to deport all immigrants of the last 12 years
Demands mass deportation of recent immigrants, critiquing current immigration policy as fundamentally flawed.
othatguy9377 Jan 29, 2026
Thank a liberal for the destruction of this once great and honorable country.
Thank a liberal for the destruction of this once great and honorable country.
Blames liberal policies for national decline, framing immigration policy as destructive to Canada's former status.
jimlahey8210 Jan 27, 2026
This guy isn't too bright... It's not a trade war at all it's called leveling the playing field.... Canada is not playing fair and they know it
This guy isn't too bright... It's not a trade war at all it's called leveling the playing field.... Canada is not playing fair and they know it
Dismisses Trudeau's characterization of tariffs as a trade war, arguing instead it's about fair competition, while critiquing his understanding of trade policy.
@acw2237 Mar 4, 2025
just last month i took a speedy to get an appointment and the dude had to call someone else to translate, how the hell can someone who cant speak/understand basic english get a canadian drivers …
just last month i took a speedy to get an appointment and the dude had to call someone else to translate, how the hell can someone who cant speak/understand basic english get a canadian drivers license and somehow he was driver a very expensive car. someone explain how that works? either be canadian or even alittle canadian just as long as ur not someone who simply lives here and has no intention of ever even understanding what it means to be canadian.
Criticizes licensing/immigration policy for allowing non-English speakers while asserting what it means to be Canadian.
dantehill525 Sep 11, 2025
Canada has been acting as part of US for years, taking orders from the US regardless of Canadian interest, for example arresting Huawei executive Meng Wanzhou per US order. Why not agree to become the …
Canada has been acting as part of US for years, taking orders from the US regardless of Canadian interest, for example arresting Huawei executive Meng Wanzhou per US order. Why not agree to become the 51th state of the US?
Critiques Canadian foreign policy as subservient to US interests, using specific example (Meng Wanzhou) and comparative framing.
@js5630 Mar 4, 2025
Trudeau is also a dictator. We would rather Canada pay tariffs than for US citizens to pay high taxes. It makes more sense. If the products are worth it, they will still sell.
Trudeau is also a dictator. We would rather Canada pay tariffs than for US citizens to pay high taxes. It makes more sense. If the products are worth it, they will still sell.
Criticizes Trudeau's policies and argues that tariffs are preferable to high taxes, combining political critique with economic reasoning.
@davidvick68 Mar 4, 2025
I completely agree with the man at 2:06. We are all expected to assimilate with the culture that we are staying with. This is expected throughout the world. It should not be any different in …
I completely agree with the man at 2:06. We are all expected to assimilate with the culture that we are staying with. This is expected throughout the world. It should not be any different in our hemisphere.
Argues for assimilation as a policy expectation while asserting cultural norms as universal principle.
DTJ753 Mar 2, 2026
Ohhh Donny, you haven’t got a F’ing clue what you are doing mate. He should be impeached before it gets any worse.
Ohhh Donny, you haven’t got a F’ing clue what you are doing mate. He should be impeached before it gets any worse.
Criticizes Trump's competence with sarcastic tone and calls for impeachment, blending mockery with serious political critique.
@andre.shaw91 Mar 4, 2025
woo, now Justin cares about normal people. But why do you still take money from normal people's pockets and hand over to Ukraine? why can't you take your own money from your own pockets?
woo, now Justin cares about normal people. But why do you still take money from normal people's pockets and hand over to Ukraine? why can't you take your own money from your own pockets?
Criticizes government spending priorities, questioning why public funds go to Ukraine rather than domestic needs.
@huaqingshi5934 Mar 4, 2025
You are shooting yourselves in the foot America.
You are shooting yourselves in the foot America.
Brief criticism of American policy decisions framed as self-damaging, without elaborating specific grievances.
@studdstuff7645 Mar 4, 2025
Vassey has a job to do but asking questions about how many false claims and how much they cost is irrelevant frankly. Whether it’s 10 of millions or 100 millions, it’s wrong and needs to …
Vassey has a job to do but asking questions about how many false claims and how much they cost is irrelevant frankly. Whether it’s 10 of millions or 100 millions, it’s wrong and needs to be fixed.
Acknowledges the host's role while dismissing the relevance of quantifying false claims, arguing the problem itself requires fixing regardless of scale.
jf7882 Feb 24, 2026
I’ve said it once I’ll say it again for those in the back. If you’re an immigrant here bring the good parts of your country and culture and leave the garbage stuff behind AND ASSIMILATE! …
I’ve said it once I’ll say it again for those in the back. If you’re an immigrant here bring the good parts of your country and culture and leave the garbage stuff behind AND ASSIMILATE! be part of Canada that’s it
Advocates for assimilation requirements and selective cultural integration as immigration policy positions.
dustinbrown7248 Aug 26, 2025
Trump uses the borders as a smoke screen. This is all about his tariffs to bring in money to subsidize his tax cuts for him and his super rich friends. They do not give a …
Trump uses the borders as a smoke screen. This is all about his tariffs to bring in money to subsidize his tax cuts for him and his super rich friends. They do not give a dam about the working class..
Critiques Trump's border policy as a distraction tactic while analyzing underlying economic motivations (tariffs, tax cuts for the wealthy).
@rogerdix6142 Mar 4, 2025
As Canadian citizens we want our money back , this was the liberal government’s irresponsibility that caused this , we should not have to pay for their irresponsibility. The Biden administration opened their borders to …
As Canadian citizens we want our money back , this was the liberal government’s irresponsibility that caused this , we should not have to pay for their irresponsibility. The Biden administration opened their borders to spite trumps wall and the Canadian liberal party followed the same policy.
Criticizes government policy decisions and fiscal responsibility, blaming liberal administration for immigration costs.
levigne25 Dec 25, 2025
It is very simple, just like Donald Trump is, he puts the tarifs on products, so live for people get even more expensive, then after a while he will change his mind and the tarifs …
It is very simple, just like Donald Trump is, he puts the tarifs on products, so live for people get even more expensive, then after a while he will change his mind and the tarifs wil disapear and products gets cheaper again. THEN he will proudly say that he took care of the high prices. This all he will do to show he was right that he would take care of the Americans and lower the prices and 80% of them will believe it and will say that he made good on his promise. This is the art of the deal.
Analyzes Trump's tariff strategy as a manipulative political tactic designed to create an illusion of economic success.
@PascalHermans 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)