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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 272 of 299
Maybe no one wants to live in Quebec
Maybe no one wants to live in Quebec
Critiques Quebec's attractiveness as an immigration destination, implying policy or cultural issues.
usmlestep1-g7n Feb 14, 2026
TRUDEAU IS A DICTATOR!!!
TRUDEAU IS A DICTATOR!!!
Characterizes Trudeau as a dictator, combining authoritarian critique with alarmist framing.
@Mike-px8rc Mar 4, 2025
Regular & Seasoned-Political-professionals-citizens knows it from the get go all they desire my vote liberally..and They provide rationale that immigrants produce & create stuff so get over it🤔
Regular & Seasoned-Political-professionals-citizens knows it from the get go all they desire my vote liberally..and They provide rationale that immigrants produce & create stuff so get over it🤔
Critiques political motivations behind immigration policy while making an unsubstantiated claim about government rationales for immigration.
azadtrikha8290 Aug 26, 2025
Why are they all being put thur because all the government workers are working from home and don’t want this refugee claimants at their homes to meet them. Just put them thur.
Why are they all being put thur because all the government workers are working from home and don’t want this refugee claimants at their homes to meet them. Just put them thur.
Speculative criticism of refugee placement policy based on unsubstantiated claims about government worker behavior.
ScottWilliams-i9u Feb 27, 2026
Trudeau is swimmin in the Peoples Money he only cares for his DONNORS
Trudeau is swimmin in the Peoples Money he only cares for his DONNORS
Criticizes Trudeau's financial priorities and makes unverified claims about donor influence.
@CookedSociety Mar 4, 2025
Trudeau is a DICTATOR criticising Dictators?\n\nMake it make sense!\n\nTrudeau is a WEF Richard Edward
Trudeau is a DICTATOR criticising Dictators?\n\nMake it make sense!\n\nTrudeau is a WEF Richard Edward
Criticizes Trudeau as a dictator and makes unsubstantiated claims about WEF connections, framed as rhetorical contradiction.
@stevesiish2346 Mar 4, 2025
If this clown ? what’s to tell Trump he’s wrong then admit all of the resources you been using from decades and America got nothing
If this clown ? what’s to tell Trump he’s wrong then admit all of the resources you been using from decades and America got nothing
Critiques leadership and makes vague accusations about resource use without evidence, though the comment is somewhat incoherent.
@rafealrafeal6716 Mar 4, 2025
Thank you, Liberal voters 👏👏. I hope it was worth the v-signalling.
Thank you, Liberal voters 👏👏. I hope it was worth the v-signalling.
Sarcastic criticism of Liberal voters and their immigration policies, framed as performative virtue-signalling.
huhhuhhuh4069 Jan 28, 2026
Liberalism at its finest.
Liberalism at its finest.
The comment dismisses immigration policy as 'Liberalism at its finest,' framing it as ideological critique of government approach.
ivanvas55 Jan 28, 2026
And I wonder just how much of this is as a result of the hate based rhetoric percolating north from the land of Trump. As well as all the illegal guns coming in from down …
And I wonder just how much of this is as a result of the hate based rhetoric percolating north from the land of Trump. As well as all the illegal guns coming in from down there.
Critiques Canadian policy by attributing negative trends to external influences (Trump rhetoric, illegal guns from USA), implying government failure to manage borders.
ralphscholz9533 Aug 25, 2025
But Donald couldn't give s monkeys
But Donald couldn't give s monkeys
Dismissive critique suggesting Trump/Donald is indifferent to the policy or action being discussed.
@ronstriebig2749 Mar 4, 2025
Largely unnoticed!! The corrupt politicians are the 1st line of involvement.
Largely unnoticed!! The corrupt politicians are the 1st line of involvement.
Criticizes government and politicians for involvement in immigration problems, framing it as corruption and lack of oversight.
Hannahyama Feb 18, 2026
I just observed the Credensebdev consortium forbthen$90B train includes that wonderful corrupted company SNC Lavelin so that estimate is for sure too double! Who does Leblanc think he is fooling!
I just observed the Credensebdev consortium forbthen$90B train includes that wonderful corrupted company SNC Lavelin so that estimate is for sure too double! Who does Leblanc think he is fooling!
Criticizes government spending and a specific company (SNC-Lavalin) in relation to policy, though contains unsubstantiated claims about cost doubling.
concern-ity Feb 27, 2026
Trudeau is a political parasite ? \n Time for PC. Governance ??\n The. Watchers ?
Trudeau is a political parasite ? \n Time for PC. Governance ??\n The. Watchers ?
Criticizes Trudeau's governance and calls for political change, though fragmented syntax makes intent somewhat unclear.
@claytonburke5511 Mar 4, 2025
Thank you for posting this. Its a serious problem here.
Thank you for posting this. Its a serious problem here.
Acknowledges a 'serious problem' related to immigration policy without elaborating specifics, suggesting systemic concern.
curtisprotopappas9478 Jan 27, 2026
Absolutely it's not a trade war and don't try to incite blind nationalism. The tariff to be imposed on Canada by US clearly is a demand/indication forcing Canada to look into then curb the drug …
Absolutely it's not a trade war and don't try to incite blind nationalism. The tariff to be imposed on Canada by US clearly is a demand/indication forcing Canada to look into then curb the drug problem, which has already destroyed Canada and endangered the national security of US. Wake up and act sensibly before it's too late to save Canada.
Analyzes tariffs as a policy tool to address drug problems and national security concerns, framing it as justified pressure on Canada.
@ricokwan7178 Mar 4, 2025
Lame duck Prime Minister. Why are you reporting this?
Lame duck Prime Minister. Why are you reporting this?
Dismisses Trudeau as a 'lame duck' while questioning the video's relevance, combining political criticism with commentary on the content.
@18979765 Mar 4, 2025
Ca ada and mexicoare just crying all bc they have to pay to usz fif all they produced look you all idiots leaders from Canada and Mexico Trump it's not playing games or gi en …
Ca ada and mexicoare just crying all bc they have to pay to usz fif all they produced look you all idiots leaders from Canada and Mexico Trump it's not playing games or gi en nothing free to one no what don't you both leaders mexican n Canadian and the rest that have been criying take it or leave it now that usa leader step on your heals please stop.criying and pay your share to the USA CITIZENS
Criticizes Canadian and Mexican leadership for seeking financial support, framing as unfair burden on the US despite poor grammar and clarity.
@JuanGonzalez-js8sr Mar 4, 2025
No Mr Trudeau. You are a liar! Oh my God! You are, because the US is. Don't fool yourselves. Dont be stupid. Otherwise freeze away.
No Mr Trudeau. You are a liar! Oh my God! You are, because the US is. Don't fool yourselves. Dont be stupid. Otherwise freeze away.
Directly attacks Trudeau's credibility and policies while invoking national identity ('yourselves') in a dismissive tone.
@The-Wa.Wa-Girls Mar 5, 2025
The members of the U.S.Congress know exactly what there doing along with crooked President Trump....its a money grab thats all it is,these tariffs will only hurt American tax payers period,dont think for one minute that …
The members of the U.S.Congress know exactly what there doing along with crooked President Trump....its a money grab thats all it is,these tariffs will only hurt American tax payers period,dont think for one minute that these crooked politicians arent in cahoots with these companies and Trump that will also profit from this off the backs of the American people and yes i know the American companies are responsible for paying the tariffs hence the increse passed on to the American people....These people that holds these offices are not in office to serve you,thats why they all leave office multi millionaires,i know it and they know it and maybe one day just maybe the average American citizen will realize this too.⏳⚖️???.
Critiques tariff policy and political corruption with unsubstantiated claims about politicians profiting from tariffs and corporate collusion.
@deepsea637 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)