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Discourse Analysis

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

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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 247 of 299
Donald is gonna end up doubling down, I guarantee it.
Donald is gonna end up doubling down, I guarantee it.
Prediction that Trump will escalate his position, implying criticism of his decision-making approach.
@romanmartinez6458 Mar 4, 2025
That's what these libs will never understand, you can't make consignments with these people and expect to appease them they'll always push for more and more until you have nothing left not to mention doing …
That's what these libs will never understand, you can't make consignments with these people and expect to appease them they'll always push for more and more until you have nothing left not to mention doing these consignments causes infighting which is also part of their plan. I can't tell you how many times I've heard a Democrat say these leftists aren't doing anything like excuse me Karen.
Criticizes negotiation and compromise strategies as ineffective, framing political opponents as inherently unreasonable and conspiratorial.
@urbanchaosgirlucg7 Mar 4, 2025
Trudeau has had many accusations thrown at him for many yrs and none of them positive. That said, I for one salute the first world leader to stand his ground, speak the truth and not …
Trudeau has had many accusations thrown at him for many yrs and none of them positive. That said, I for one salute the first world leader to stand his ground, speak the truth and not pander to Trumps bullying strategy. I have not witnessed any other world leader speak in this manner. I’ve witnessed many leaders pandering to an ego that is unbelievably narcissistic and quite simply inexplainable to me. \n\nMr Trump, this is not a reality tv show this is reality! The slogan he created ‘Make America Great Again’ is quickly becoming ‘Making America Alone’.
Critique of Trump's approach while praising Trudeau's stance, comparing leadership styles across nations.
@BK10011 Mar 4, 2025
We have enough land to expand on ! We could try!
We have enough land to expand on ! We could try!
Offers a counterargument to immigration concerns by suggesting land availability as a solution to capacity concerns.
wendyrimmer57 Jan 5, 2026
No one will leave and no one will be removed.
No one will leave and no one will be removed.
Critiques government enforcement policy, suggesting lack of follow-through on removals.
joemathews4600 Jan 15, 2026
I can’t stand Trudeau but this is the best speech he’s ever made. Lights out in the mid west and water off in the west. FAFO America.
I can’t stand Trudeau but this is the best speech he’s ever made. Lights out in the mid west and water off in the west. FAFO America.
Criticizes Trudeau while acknowledging a speech, with sarcastic commentary on US infrastructure ('FAFO').
@DanCanada1978 Mar 4, 2025
Americans: You may think Trudeau is acting like a golden boy. His approval rating from his OWN country is a terrible 34% . He needs to step down like he has been taking about since …
Americans: You may think Trudeau is acting like a golden boy. His approval rating from his OWN country is a terrible 34% . He needs to step down like he has been taking about since November.
Critiques Trudeau's approval rating and calls for his resignation, citing a specific statistic (34%) presented without source verification.
@CarolinaGrl Mar 4, 2025
Cut their motivation to stay in Canada and start charging them daily for overstating their VISA. Government created the problem and they are likely profiting in some way from it.
Cut their motivation to stay in Canada and start charging them daily for overstating their VISA. Government created the problem and they are likely profiting in some way from it.
Proposes punitive policy measures while making unsubstantiated claim about government profiting from the situation.
harold7087 Jan 15, 2026
I disagree with Trudeau. I dont think Trump is a smart guy! Or maybe the billionaire's wanna crash the stockmarket and buy cheap before removing all tariffs and seeing the market rise again.
I disagree with Trudeau. I dont think Trump is a smart guy! Or maybe the billionaire's wanna crash the stockmarket and buy cheap before removing all tariffs and seeing the market rise again.
Critiques both Trudeau and Trump's intelligence, with a speculative conspiracy theory about billionaires manipulating markets.
@boring4606 Mar 4, 2025
I have said it multiple time. The flood gates where open after the 2021 elections when the NDP<>Liberal government was formed.
I have said it multiple time. The flood gates where open after the 2021 elections when the NDP<>Liberal government was formed.
Criticizes immigration policy as having opened after 2021 elections under NDP-Liberal coalition, presenting a causal claim about government action without evidence.
VishnuKamath Jan 20, 2026
This is just a sampling of what happens when you elect an official do the highest office in the land while this individual Donald Trump is Holden s official position as dog catcher is out …
This is just a sampling of what happens when you elect an official do the highest office in the land while this individual Donald Trump is Holden s official position as dog catcher is out of his ability. The issue on fentanyl, is a intoxicant that will not and cannot be defeated. This is a total failure on the government's inability to protect its own citizens that is their number one job.. The only solution that I have heard that remotely makes any sense is the Cato institute conclusion that the wisest route to go is completely legalization with age restrictions. While this may not be the desired outcome it's the only one that I see that makes any sense whatsoever it seems that when a solution like this offered so many individuals who have no gravitas in this matter will come back to the same nonsensical bulshit that they're going to stop the flow that is absolutely impossible. However we will continue on that course and we will continue to fail. The Cato Institute was initially funded by the Koch brothers a extremely conservative organization that gets together a group of the brightest and the best in trying to determine what is the best solution.the Koch brothers were the group that invented the tea party I would love for anybody who disagrees with this post. I would like anybody who thinks that this is a far-fetched idea ,all I ask is that if you disagree with the finding that it should be legal with age restrictions if you disagree I would like to hear a solution that you have in mind that you think is better than the Cato Institute finding. I am under the impression that you do not have anything that remotely resembles a solution to this terrible problem. Right off the bat, with uality control, you'll stop hundreds of thousands of deaths. All of the issues that are being dealt with are just so screwed up because we've already been through this before. After making a constitutional amendment to ban the manufacturing of alcohol it was reversed and I hope that the country realize that we cannot win this battle with the same mindset. The only reason why fentanyl is such a dangerous intoxicant is because there's no quality control. Also the cartels are not affected negatively \nBy allowing the government deal with this problem. the end result would be not only do you save lives but you also have put a very negative Spike through their heart of the cartel in the pocketbook. Incense elan musk & DOGE cost cutting measures since this War on drugs has caused over a trillion dollars and no 6:28 results. The DEA does not remotely live up to its mission statement and has failed every year since that policy was put in place. I would love to hear any feedback and a solution that is remotely possible.. let's hear some original ideas that the country would benefit from.. the ball is in your court.
Extended critique of government failure on fentanyl policy and leadership competence, with proposal for legalization-based alternative policy.
@johnmccarthy7195 Mar 4, 2025
This is the result of liberals in office for the past 10 years
This is the result of liberals in office for the past 10 years
Blames government policy (liberal administration) for immigration outcomes, with partisan framing.
Logan_869 Jan 27, 2026
Its mainly one major Indian community that prefers to settle there but others are present as well.
Its mainly one major Indian community that prefers to settle there but others are present as well.
Observational comment about settlement patterns of specific immigrant communities, analyzing demographic distribution.
SwapRaytv Jan 27, 2026
Can't reach this administration with facts.
Can't reach this administration with facts.
Criticism of the Trump administration's responsiveness to factual evidence, implying policy failure based on ideology over facts.
@dkaywit Mar 4, 2025
I really appreciate that you did this video to try and shine some light on what's happening in Canada. However, this was such a missed opportunity. There was never any questions about why millions of …
I really appreciate that you did this video to try and shine some light on what's happening in Canada. However, this was such a missed opportunity. There was never any questions about why millions of indians have been allowed in the country in record numbers. There is so much fraud in the government with their diploma mills, drug trafficking and employment scams. This video could have been so much bigger and exposed the corruption in the Canadian government. This is not what Canadians want
Criticism of government immigration policy and alleged corruption, with underlying demographic concerns.
abaird681 Jan 27, 2026
???? will see how Castro jr will do without all the billions he wont get anymore if you cant run your country without being financed by some other well you need to move out of …
???? will see how Castro jr will do without all the billions he wont get anymore if you cant run your country without being financed by some other well you need to move out of the way ...
Criticizes government financial management and leadership competence, with implicit comparison to other nations' self-sufficiency.
@hopefaith3693 Mar 4, 2025
This is what happens when you vote Liberal. EVERYTHING breaks!
This is what happens when you vote Liberal. EVERYTHING breaks!
Partisan blame of Liberal government for systemic failures, framed as a call to reject their policies through voting.
Colnando-o5f Jan 19, 2026
This has been going for more than 15 years. Its too late.
This has been going for more than 15 years. Its too late.
Expresses frustration that immigration problems have persisted for 15+ years, implying government policy failure.
@daniharr3278 Feb 19, 2026
Strong words. You had a month to sort it you dumbass.
Strong words. You had a month to sort it you dumbass.
Criticism of government response time and effectiveness, though expressed with personal insult.
@ians713 Mar 4, 2025
Canada is broken in more ways than one.
Canada is broken in more ways than one.
Broad criticism of Canada's systems and governance without specific policy details or evidence.
tvoryan Jan 27, 2026
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Discourse Over Time

Top 6 discourse types by month — how framing evolves over time

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Which discourse types most frequently appear together on the same comment

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)