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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 247 of 299
Starting a trade war with Canada weakens America. This is the real reason dt has done this. Hmmm, now which countries in the world would benefit from that? Russia? China? North Korea? My only question …
Starting a trade war with Canada weakens America. This is the real reason dt has done this. Hmmm, now which countries in the world would benefit from that? Russia? China? North Korea? My only question is, what are you personally doing to stop this president?
Critiques trade war policy as strategically harmful and calls for personal action to stop the president.
@dottiebaker6623 Mar 4, 2025
What a joke why is he still involved in politics. We need an entity to crackdown on fentanyl, homeless, and migrants to stop tariffs and being cooperate trade. Not spend more money towards more deaths …
What a joke why is he still involved in politics. We need an entity to crackdown on fentanyl, homeless, and migrants to stop tariffs and being cooperate trade. Not spend more money towards more deaths in Ukraine.
Criticizes current government priorities and leadership, calling for different policy focus on domestic issues rather than international spending.
@Ceecee384 Mar 4, 2025
Well stop taking advantage of America
Well stop taking advantage of America
Criticizes Canada's immigration or trade practices as exploitative toward America.
@Vuhjayjay68 Mar 4, 2025
Trudeau what a pain !!! Goooooo. Narcissistic derange mentally..
Trudeau what a pain !!! Goooooo. Narcissistic derange mentally..
Criticizes Trudeau's leadership with personal attacks, focusing on perceived failures in governance.
@mikesimard47 Mar 4, 2025
If you believe a word this worm says, you're a fool. Canadians know better than to believe a word this self-serving fluffer says.
If you believe a word this worm says, you're a fool. Canadians know better than to believe a word this self-serving fluffer says.
Attacks a political figure's credibility and self-serving motives, appealing to Canadian identity as basis for rejection.
@CoreyBorne-mm2zg Mar 4, 2025
The prsident that froze his own peoples bank accounts,.......
The prsident that froze his own peoples bank accounts,.......
References a specific controversial government action (freezing bank accounts) as implicit criticism, though the incomplete sentence limits clarity.
@BKP68 Mar 4, 2025
Good. I think Trump should be overthrown by any means necessary
Good. I think Trump should be overthrown by any means necessary
Dismissing the credibility of the video/speakers (CNN, Trudeau) while questioning the seriousness of the situation.
@ohthatpaul Mar 4, 2025
Time for the rich people of this country to step and help us weather this storm and not move your head office and business to the U S Can't wait to see the end of …
Time for the rich people of this country to step and help us weather this storm and not move your head office and business to the U S Can't wait to see the end of the Liberals but I have to say that might be Trudeau's best speech. Too little too late tho.. Not sure calling him dumb will help no matter how true it is.
Criticizes wealthy individuals and government policy while acknowledging Trudeau's speech, mixing economic and political concerns.
@danielmarshall6732 Mar 4, 2025
Are we going to gloss over the veiled threat by Trudeau about not wanting to “harm” the American people?
Are we going to gloss over the veiled threat by Trudeau about not wanting to “harm” the American people?
Questions Trudeau's rhetoric as containing veiled threats, framing it as problematic political communication.
@emjai2122 Mar 4, 2025
Trump is so radical
Trump is so radical
Brief critical characterization of Trump's political approach as 'radical,' expressing disapproval of his policies or style.
@JazAhmed-n4u Mar 4, 2025
Trudeau can puff up his chest as much as he wants. He stole millions from the Canadian people. \nCanada has suffered long enough.. liberate them from this absolute fool.
Trudeau can puff up his chest as much as he wants. He stole millions from the Canadian people. \nCanada has suffered long enough.. liberate them from this absolute fool.
Critiques Trudeau's governance and makes an unsubstantiated claim about theft, framed as policy failure.
@damemarshall8956 Mar 4, 2025
Trudeau worried about tariffs what about the carbon tax increase by 63 percent on April 1st ?Canadians are tired of fake taxes !!!!
Trudeau worried about tariffs what about the carbon tax increase by 63 percent on April 1st ?Canadians are tired of fake taxes !!!!
Critiques Trudeau's focus on tariffs while raising concerns about carbon tax increases, with unsubstantiated characterization of taxes as 'fake.'
@RicoMANUEL-sz6cs Mar 4, 2025
The Rump is not Canada's friend. Rump has no idea how to be diplomatic. He is a Putin ass kiss.
The Rump is not Canada's friend. Rump has no idea how to be diplomatic. He is a Putin ass kiss.
Criticizes Trump's diplomatic approach and character, questioning his ability to conduct international relations.
@suzannekiraly6335 Mar 4, 2025
nothing but a trump tax. good luck all.
nothing but a trump tax. good luck all.
Brief critique characterizing tariffs as a 'Trump tax' with minimal elaboration.
@JasonBelliveau Mar 4, 2025
yo trudeau would you saysomething about putin to netanyahu as well ? you damn hypocrite
yo trudeau would you saysomething about putin to netanyahu as well ? you damn hypocrite
Accuses Trudeau of hypocrisy regarding geopolitical positions using sarcasm and rhetorical questioning.
@Ghriawn Mar 4, 2025
We don’t want your council on foreign relations, nwo world guys. We want our American jobs back that slick willy clinton sold us out for in the nafta scam. The scam is up guys, the …
We don’t want your council on foreign relations, nwo world guys. We want our American jobs back that slick willy clinton sold us out for in the nafta scam. The scam is up guys, the silent majority are sick of it.
Criticizes NAFTA as a 'scam' and calls for reclaiming jobs, with unverified framing ('the scam is up') and mobilization language ('silent majority').
@tmzbrutus1 Mar 4, 2025
You don't know the boarder is secure there is probably huge amounts getting three
You don't know the boarder is secure there is probably huge amounts getting three
Critiques border security policy and expresses concern about uncontrolled immigration, combining policy analysis with security anxiety.
@gnarbs4512 Mar 4, 2025
Then pay your fair share
Then pay your fair share
Critiques Canada's tax policy or financial contribution, likely in response to tariff discussion.
@DeanFriday Mar 4, 2025
ohh nooo????????? didnt this foo resign and his own country hate him? shut up mate, you aint scaring no one. this is what the country voted for, look at the popular vote
ohh nooo????????? didnt this foo resign and his own country hate him? shut up mate, you aint scaring no one. this is what the country voted for, look at the popular vote
Dismisses a political figure's credibility while defending electoral outcomes and national preferences.
@spicywick527 Mar 4, 2025
Trudeau has never told the truth nor does he stand for freedom, just remember the truckers and what he did. He’s also not telling you the tariffs they charge the USA.
Trudeau has never told the truth nor does he stand for freedom, just remember the truckers and what he did. He’s also not telling you the tariffs they charge the USA.
Criticizes Trudeau's honesty and freedom record, referencing the trucker protests and tariff disputes; includes unverified claims about tariff transparency.
@jmontoya6661 Mar 4, 2025
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Classifier Confidence

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Discourse Over Time

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

Category Co-occurrence

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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)