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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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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 109 of 299
This man announced his resignation in almost 2 months ago, then prorogued parliament, then backed the other WEF globalist dude immediately available even though never once elected to public office, and is now speaking on …
This man announced his resignation in almost 2 months ago, then prorogued parliament, then backed the other WEF globalist dude immediately available even though never once elected to public office, and is now speaking on behalf of a country he has never really supported at all.\nHe reads a good speech, that was written by a speech writer, but his past decade of actions haven't been pro Canadian.\nCanada will be fine. With or without Trudeau, Trump or any other narcissistic politician that loves the sound of their own voice.
Detailed critique of a political leader's past actions and character, with personal assessment of his record.
@andrewnapier8700 Mar 4, 2025
If this had happened 6 month prior, Trudeau probably wouldn’t have needed to resign lol.
If this had happened 6 month prior, Trudeau probably wouldn’t have needed to resign lol.
Counterfactual critique suggesting Trump's actions could have prevented Trudeau's resignation if timed differently.
@ubcphysicsyangbo Mar 4, 2025
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of …
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of offering the student visa. 2. I really don’t give a shit about your content Idk what’s exactly the problem with you, your life, or your parents that raised you in a way that you just complain about things. Your every video is either about drug capital / murder capital or invasion of blah blah country in blah blah city. 3. Let me simplify for you Indian didn’t just show up here over night it’s your governments who is fuckin greedy these people pay 3-4x amount of tuition fees and each and every student pay 20k ( formerly 10k) as GIC which is invested in your govt bonds and resturn of these shits is not even 1%. 4. There are flaws in each and every community and everywhere. When govt just getting people here blindly students, refugees and what not then it is nothing but obvious that people will not have jobs and no jobs mean yes crime! 5. Better to question your fuckin greedy GOVERNMENT, but you can’t bcs you also don’t give a damn you just wanna post these shit and get the comments from anti Indian people which is kinda cool now a days online but who cares they built their businesses and what not. You just can hate Indians they are everywhere ! Well it’s fine too when you can’t defeat only thing you can do is hate 6. They really don’t need any recommendations from the community of people whose young boys are busy in finding either they are gay or cats or what and their girls are busy selling their nasty pictures online. And their old males are busy in tailgating with their shity Ford F150 and the old females with their nth bf and pregnant with ,even they don’t know, with whom. 7. They are respectful and helping to work on low wages ( idk why). As you mentioned the Tim will you quit spreading hate and working at that place I’ll get you a job! 8. It’s much better rather than hating have good government who will offer visa to really the qualified ones not to just random white refugees with their 19 people family and feeding them! 8. You know what is more fucked up the muslims everywhere begging while they get help from UN as welfare. And even worst your people in Downtown high on even your JC don’t know. 9. There are real reasons to worry! Don’t create that doesn’t even exist! 10. If someone from across the world with not good English speaking and minimal education come here and take over your nation then you are right crying is the only option left bcs your lazy ass didn’t wanna do anything so, now you are crying and posting online
Critiques government immigration and education policy while arguing that systemic greed rather than immigrants is the root cause of social problems.
jethalalgada524 Jan 29, 2026
Trump has been totally played…. Still Europe will get stronger…. And without him.
Trump has been totally played…. Still Europe will get stronger…. And without him.
Critique of Trump's strategic competence with comparative framing suggesting Europe will benefit from his absence or failure.
@kola100 Mar 4, 2025
We haven't forgotten what you did to your own people in 2021 or what you did last weekend running off to Europe for a powwow with zelensky undermining and spitting in our face! I thought …
We haven't forgotten what you did to your own people in 2021 or what you did last weekend running off to Europe for a powwow with zelensky undermining and spitting in our face! I thought you were going to resign !? Your a communist fool
Criticism of government actions (2021 events, Europe trip) and calls for resignation, framed as betrayal of citizens.
@jasonfleming8752 Mar 4, 2025
As for the smugglers they should be thrown in jail then deported after serving their time
As for the smugglers they should be thrown in jail then deported after serving their time
Advocates for stricter punishment of human smugglers through incarceration and deportation.
torontosfavoritepromoter7416 Jan 29, 2026
Trumps screwing the world up quicker than I had expected…
Trumps screwing the world up quicker than I had expected…
Critical assessment of Trump's policies and their negative global impact.
@davidspells2806 Mar 4, 2025
How about we just make it super simple and make all tariffs across the borders equal. That's equitable, yes? Let's make the tariffs equitable.
How about we just make it super simple and make all tariffs across the borders equal. That's equitable, yes? Let's make the tariffs equitable.
Proposes a policy solution (equal tariffs) framed as an equitable approach to trade disputes.
@jawbreaker707 Mar 4, 2025
Trump doesn't have an agenda for us, his agenda is for his rich friends.
Trump doesn't have an agenda for us, his agenda is for his rich friends.
Criticism of Trump's political agenda as serving wealthy interests rather than the public.
@sildan1988 Mar 4, 2025
FO Trudeau looser step down you f things up enough
FO Trudeau looser step down you f things up enough
Criticism of Trudeau's leadership and policy record, with implicit call for resignation.
@joel.q936 Mar 4, 2025
Hypocrites. Did Canada bother when US attacked China with tariffs? Serves Canada right. Now that is hits home, he speaks up eh? No winners in a trade war eh? ?
Hypocrites. Did Canada bother when US attacked China with tariffs? Serves Canada right. Now that is hits home, he speaks up eh? No winners in a trade war eh? ?
Criticizes Canada's selective stance on tariffs, arguing hypocrisy in only objecting when directly affected.
@hushpuppykl Mar 5, 2025
Trudeau is globalist scumbag. You don't hold the cards either.
Trudeau is globalist scumbag. You don't hold the cards either.
Criticizes political leadership and ideology (globalism) while asserting a counter-position, combining policy opposition with identity framing.
@deanbruno6265 Mar 4, 2025
Its always tuff with u in office Trudeau.. call a election now
Its always tuff with u in office Trudeau.. call a election now
Criticizes Trudeau's governance and calls for an election.
@Roamingronald Mar 4, 2025
From an assumption that these and future tariffs will positively harm the US economy, just where does Trump go when the shit hits the fan (as it pretty much already has done)? How does he …
From an assumption that these and future tariffs will positively harm the US economy, just where does Trump go when the shit hits the fan (as it pretty much already has done)? How does he row back from the chaos he is causing and has caused. He doesn't retreat easily. I suspect that he will sack key members of his cabinet, effectively blaming them for this shift show, to try to save face. If the GOP ever grew a pair I can see impeachment in the works on the grounds of real and present harm to the US.
Analyzes Trump's tariff policy as economically harmful and predicts negative consequences including cabinet changes and potential impeachment.
@ChrisHunt-q1z Mar 4, 2025
When will we face facts? Everything Trump does seems to hurt us and help our enemies.
When will we face facts? Everything Trump does seems to hurt us and help our enemies.
Critiques Trump's policies as harmful to US interests while benefiting adversaries, expressing concern about consequences.
@caseylynch4001 Mar 4, 2025
I as Canadian stand with Canada & Canadian Government. All points raised are Valid.\n USA imposed sudden & thoughtless changes in Trade.
I as Canadian stand with Canada & Canadian Government. All points raised are Valid.\n USA imposed sudden & thoughtless changes in Trade.
Canadian commenter supporting government position while criticizing US trade policy as sudden and thoughtless.
@rajindergill1109 Mar 4, 2025
Nice going America. Have your egg prices gone down? Do you have a new national healthcare plan that blows the other one away? Do you consider this as more “owning the libs” and is it …
Nice going America. Have your egg prices gone down? Do you have a new national healthcare plan that blows the other one away? Do you consider this as more “owning the libs” and is it worth suffering more for the benefit of the rich? What a clown show.
Sarcastically critiques policy outcomes and questions whether economic harm is justified for ideological gains.
@mikehagmaier3949 Mar 4, 2025
Why would you give 5 billion away just before a25% tariff tax war to another country?? Should have kept for your own when in need!!
Why would you give 5 billion away just before a25% tariff tax war to another country?? Should have kept for your own when in need!!
Criticizes financial decision-making in context of anticipated economic threat from tariffs.
@DonnaGreen-of4cq Mar 4, 2025
Just goes to show doing what Trump asks you to (toughen birder etc) doesnt stop him doing his shit anyway
Just goes to show doing what Trump asks you to (toughen birder etc) doesnt stop him doing his shit anyway
Critiques the ineffectiveness of compliance with demands as a negotiation strategy.
@janparker492 Mar 4, 2025
Canada needs to withdraw from NORAD. We need our defenses at home.
Canada needs to withdraw from NORAD. We need our defenses at home.
Advocates for Canada withdrawing from NORAD, framing it as a policy position based on national defense priorities.
@dragnflye3797 Mar 4, 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)