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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 232 of 299
Trudeau screwed Canadians & they couldn’t wait to get him out of office!! \nCanada is broke and can’t afford 25% tariffs. All Canada has to do is open business in USA!\nMade in the USA ?? …
Trudeau screwed Canadians & they couldn’t wait to get him out of office!! \nCanada is broke and can’t afford 25% tariffs. All Canada has to do is open business in USA!\nMade in the USA ?? \nCanada gave 20billion to Ukraine vs USA giving over 150 billion plus militaryequipment equipment. Ukraine realizes Trump was right, The WAR needs to end. ????????????
Criticizes Trudeau's economic management and tariff impacts while comparing Canada's Ukraine aid unfavorably to the USA's contribution.
@sunsmile57 Mar 4, 2025
This is comedy coming from Canada dictator. Worst PM ever for Canada!
This is comedy coming from Canada dictator. Worst PM ever for Canada!
Commenter criticizes Canadian leadership using sarcasm ('comedy from Canada dictator') and harsh judgment.
@nathans820 Mar 4, 2025
This may save Trudeau political image
This may save Trudeau political image
Suggests the video or Trudeau's actions may be politically motivated to improve his public image.
@ethankang9040 Mar 4, 2025
MEGA VOTERS AND THE JUDICIAL SYSTEM MADE IT POSSIBLE FOR TRUMP RE-ELECTED. A CONVICTED FELON IS RUINING THE USA DUE TO HIS LIES. MAYBE JOE AND KAMALA SAID I TOLD YOU SO.???
MEGA VOTERS AND THE JUDICIAL SYSTEM MADE IT POSSIBLE FOR TRUMP RE-ELECTED. A CONVICTED FELON IS RUINING THE USA DUE TO HIS LIES. MAYBE JOE AND KAMALA SAID I TOLD YOU SO.???
Criticizes Trump's election and governance, expressing concern about his impact on the U.S. system.
@jamesmiller8758 Mar 4, 2025
Why didnt be speak to the equality of tariffs? Je seems to firget the most ?
Why didnt be speak to the equality of tariffs? Je seems to firget the most ?
Rhetorical question criticizing the speaker for omitting discussion of tariff equality in his response.
@TEMC8888 Mar 4, 2025
Trump betrayed friends and befriend the enemies. He is strong in front of the allies but weak in front of the enemy. I think that strategy will not work well.
Trump betrayed friends and befriend the enemies. He is strong in front of the allies but weak in front of the enemy. I think that strategy will not work well.
Analysis of diplomatic strategy and its effectiveness, critiquing approach to allies and enemies.
@NextgenXP-g7d Mar 4, 2025
let this make sense, how are you still talking for Canada after stepping down. Lies about Russia to anger Trump
let this make sense, how are you still talking for Canada after stepping down. Lies about Russia to anger Trump
Critiques the former PM's continued public role and makes unsubstantiated claims about spreading false information.
@jimatchiso Mar 4, 2025
That's really what Trump wanted. No matter the efforts on the border and stopping fentanyl. What have Trump done to stop fentanyl in the US or what have he done to help people get out …
That's really what Trump wanted. No matter the efforts on the border and stopping fentanyl. What have Trump done to stop fentanyl in the US or what have he done to help people get out of their drugs addictions. Have he done an amazing job on that? I don't think so. Does he really care about that or is it just a pretext to just do what he wants.
Critiques Trump's policy effectiveness on fentanyl and drug addiction while questioning his motives.
@Dave-for-democracy Mar 4, 2025
We don’t need Canada
We don’t need Canada
Brief statement rejecting Canada's immigration policy without elaboration, functioning as a policy position statement.
@kurtangle6516 Mar 4, 2025
First of all, Justin Trudeau is the biggest liar there was and is.\n\nIf you don’t like the way, America is doing go to China asshole. Have China come in and tell you how to wipe …
First of all, Justin Trudeau is the biggest liar there was and is.\n\nIf you don’t like the way, America is doing go to China asshole. Have China come in and tell you how to wipe your asses.\n\nAll the America is asking you to do is close up the borderand stop the fentanyl from coming over the border? I guess that it’s just too damn much to ask huh? You must be making some damn good money on the fentanyl.
Criticizes government policy on border control and drug trafficking while making unsubstantiated accusations of corruption.
@jimmylehew4074 Mar 4, 2025
Trudeau is an example of someone who is willing to say the truth about this U.S. renegade executive office passing policies that hurt both Canadian and U.S. economy. \n Republicans who are spineless are not …
Trudeau is an example of someone who is willing to say the truth about this U.S. renegade executive office passing policies that hurt both Canadian and U.S. economy. \n Republicans who are spineless are not willing to do this. Thank you, Trudeau
Praises Trudeau for criticizing US policies while condemning Republicans, framing this as truth-telling about economic harm to both nations.
@lindaduncan4668 Mar 4, 2025
Trudeau acts like he runs the world ??
Trudeau acts like he runs the world ??
Expresses criticism of Trudeau's leadership style and perceived overreach, framed as a critique of political conduct.
@CashmeoutMo925 Mar 4, 2025
And the people wanted to oust this great Canadian “leader” pay up.
And the people wanted to oust this great Canadian “leader” pay up.
Criticizes the Canadian leader's performance and implies public dissatisfaction, with sarcastic framing ('great Canadian leader') suggesting policy disagreement.
@jerrysmission Mar 4, 2025
U people R idiots. Put effort into securing your borders and there wouldn’t be a need for tariffs. Americans are tired of wasteful spending. U got away with it with sleepy joe, but those days …
U people R idiots. Put effort into securing your borders and there wouldn’t be a need for tariffs. Americans are tired of wasteful spending. U got away with it with sleepy joe, but those days are over.
Criticism of border security and government spending, framed as justification for tariffs and economic policy.
@Ruso0805 Mar 4, 2025
Trudeau must go! What a shameful display of his childishness. So creepy, so smug. Please God help us all.
Trudeau must go! What a shameful display of his childishness. So creepy, so smug. Please God help us all.
Criticizes Trudeau's behavior and leadership as shameful and childish, combining personal attacks with implicit policy disapproval.
@ritamartino7453 Mar 4, 2025
Trump is surrounded by brownosers, vance the bias, elon the troll thats why trump is out of touch with reality
Trump is surrounded by brownosers, vance the bias, elon the troll thats why trump is out of touch with reality
Criticizes Trump's advisors and their influence on policy decisions, framing them as disconnected from reality.
@anonimofied Mar 4, 2025
What exactly did Trudeau do against Fentanyl in Canada? He could've ended the entire countries homelessness and created drug rehab facilities for everyone with the amount of money he sent to Ukraine. He probably could've …
What exactly did Trudeau do against Fentanyl in Canada? He could've ended the entire countries homelessness and created drug rehab facilities for everyone with the amount of money he sent to Ukraine. He probably could've used the military equipment that was shipped to patrol the border and prevent more of the drug entering the country.
Critiques Trudeau's policy priorities, questioning spending choices on Ukraine versus domestic issues like homelessness and drug prevention.
@三上家 Mar 4, 2025
Huh??? This guy has already ruined Canada, with his vicious lockdowns, his going after truckers and freezing bank accounts of those who supported them. He banned the sale of guns. But praises China, he is …
Huh??? This guy has already ruined Canada, with his vicious lockdowns, his going after truckers and freezing bank accounts of those who supported them. He banned the sale of guns. But praises China, he is a Communist a do why does CNN prop this guy up???
Criticizes Trudeau's policies (lockdowns, gun bans, trucker response) while making unverified claims about his communist sympathies and CNN bias.
@edcarifio2240 Mar 4, 2025
Trudeau is a lying murderous dictator! Take one to know one
Trudeau is a lying murderous dictator! Take one to know one
Strong criticism of Trudeau using inflammatory language, framing him as dishonest and dangerous rather than engaging specific policies.
@bnaccas76 Mar 4, 2025
Where were you the last few years Trudeau? This is what the Canadian people needed.
Where were you the last few years Trudeau? This is what the Canadian people needed.
Questions Trudeau's absence during recent years and implies approval of current leadership's approach, critiquing prior governance.
@KindlyVegan Mar 4, 2025
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Discourse Over Time

Top 6 discourse types by month — how framing evolves 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)