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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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Call to Action

2,768 comments
Page 103 of 139
Massive Deportation Button ———>
Massive Deportation Button ———>
Implies urgent action needed (deportation) framed as a solution to an implied threat.
SlightlyUnhingedd Jan 27, 2026
All those asked to be Americans and supporting Ukraine in endless war, why don't you all move to Canada or go fight for Ukraine. If you're not ready, just shut up with your bs, because …
All those asked to be Americans and supporting Ukraine in endless war, why don't you all move to Canada or go fight for Ukraine. If you're not ready, just shut up with your bs, because all you do is talk and take no action.
Urges critics to either relocate, enlist, or stop complaining; combines moral judgment with action-oriented demands.
@kamilasalamonova9711 Mar 4, 2025
I hope the whole world tariffs the U.S. so that they will stop being a cancer to us all.
I hope the whole world tariffs the U.S. so that they will stop being a cancer to us all.
Calls for international tariffs against the US while framing the country as a threat to global wellbeing.
@drin5656 Mar 4, 2025
Trump says he needs nothing Canada to offer…..yet oil and gas tariffs are only 10%.\nHmmm….\nI say shut off the taps to America, flip off the switch for electricity and make him come crawling back. Because …
Trump says he needs nothing Canada to offer…..yet oil and gas tariffs are only 10%.\nHmmm….\nI say shut off the taps to America, flip off the switch for electricity and make him come crawling back. Because that’s the only way American voters will understand what he is doing. America needs to revolt and end his reign of stupidity, because this is just the beginning of his\ntyrannical dictatorship.
Urges aggressive economic retaliation and calls for American citizens to revolt against their leader.
@richardmichael59 Mar 4, 2025
Canada needs its own version of ICE. An ICE that does its job but at the meantime doesn't go unchecked.
Canada needs its own version of ICE. An ICE that does its job but at the meantime doesn't go unchecked.
Advocates for creating a Canadian immigration enforcement agency modeled on U.S. ICE with accountability measures.
TedS--MCGA Feb 21, 2026
Too many questions, let’s just have an election 😊
Too many questions, let’s just have an election 😊
Suggests holding an election as a solution, with light sarcasm indicated by the emoji, framing it as an alternative to referendums.
@johnone6159 Feb 20, 2026
Talk the talk and walk the walk!\nNot your fault idiots voted for Trump!
Talk the talk and walk the walk!\nNot your fault idiots voted for Trump!
Urges action while sarcastically blaming voters for Trump's election, mixing mobilization with ironic commentary.
@markmoody5213 Mar 4, 2025
START KNOCKING ON DOORS...
START KNOCKING ON DOORS...
Cryptic call to action urging enforcement action, likely referring to immigration enforcement or deportation.
robertcolle2802 Jan 16, 2026
Get organised..get fit..learn hand to hand combat..obtain the tools needed..educate others..Embrace your Faith and Heritage!
Get organised..get fit..learn hand to hand combat..obtain the tools needed..educate others..Embrace your Faith and Heritage!
Urges readers to organize, prepare, and mobilize around faith and heritage, functioning as a call to collective action with nationalist undertones.
MurmanCreighton Mar 1, 2026
All you traders pack up and you have 5 days to leave this country or else
All you traders pack up and you have 5 days to leave this country or else
Comment issues an ultimatum to 'traders' to leave the country, combining expulsion demand with implicit threat language.
@justinbustamante1127 Mar 4, 2025
I’m BEGGING someone anyone in the intelligence community to find what blackmail material Putin has on Trump! Leak it!
I’m BEGGING someone anyone in the intelligence community to find what blackmail material Putin has on Trump! Leak it!
Urgent plea for intelligence community action combined with an unsubstantiated claim about Putin having blackmail on Trump.
@nickintexas Mar 4, 2025
It's shattered!!! Someone needs at min to be fired.
It's shattered!!! Someone needs at min to be fired.
Demands accountability and removal of officials responsible for a failed policy or system.
jackmerritt5543 Feb 26, 2026
Don't buy Canadian Bacon, Maple Syrup and other Canadian goods. Canada is NOT the closest ally of the US and has long in fact been like the Karen nation of North America who is massively …
Don't buy Canadian Bacon, Maple Syrup and other Canadian goods. Canada is NOT the closest ally of the US and has long in fact been like the Karen nation of North America who is massively passive aggressive to the US, and outright hatred for the US is rampant among many Canadians. 25 percent 155 billion which is dwarfed by the trade imbalance of the many billions more of Canadian goods that go to the US, mostly it is American Alcohol that goes to Canada, to fuel the drunks of Canadian society, so Homeless alcoholics in Canada might truly suffer. How is more sobriety a bad thing Trudeau? This might be fantastic for people who drink alcohol to make a break with the booze they have been needing. \n\nThe rest of us, who don't buy Canadian goods nor own or invest in American alcohol won't feel anything. In fact we pay more for mailing stuff to Canada from the Canadian postal service. \n\nWe learned not to mail stuff to Canada. We are ok now living with that limitation.
Commenter urges boycott of Canadian goods while making unverified claims about Canadian society and trade imbalances, framing Canada negatively in identity terms.
@andykaufman7620 Mar 4, 2025
cancel the 200 billon we give them a year
cancel the 200 billon we give them a year
Directive to cancel foreign aid, functioning as a policy demand and implicit call for action.
@pinnhead4 Mar 4, 2025
Americans. lend me your brains. you are being screwed by a moron crook and his gang of GOP supporters. you lose.
Americans. lend me your brains. you are being screwed by a moron crook and his gang of GOP supporters. you lose.
The comment urges Americans to recognize they are being wronged and implicitly calls them to action against political leadership, framed as a moral imperative.
@mxr572 Mar 4, 2025
I think we need you here for awhile and investigate all of it including our government
I think we need you here for awhile and investigate all of it including our government
Urges investigation into immigration policy and government conduct, combining critique with a call for action.
neeley1829 Jan 27, 2026
Dumbo Dump NEEDS TO GO HEY HEY HO HO!!!!
Dumbo Dump NEEDS TO GO HEY HEY HO HO!!!!
Calls for removal of a political figure using protest chant format ('HEY HEY HO HO'), with insulting language for rhetorical effect.
@arnovriends5873 Mar 4, 2025
To all those who voted liberal, a giant C.N. Tower sized middle finger to you.
To all those who voted liberal, a giant C.N. Tower sized middle finger to you.
Expresses anger at Liberal voters through hostile gesture, implicitly calling for political change.
S1MPLECAVEMAN Jan 23, 2026
Can he be our president, please!!!
Can he be our president, please!!!
Expresses desire for a political figure to lead, combining aspirational support with implicit call for action.
@tempgirl00711 Mar 4, 2025
people are too scared to tell the truth because of fear of being called a racist..Wake up grow, a pair and and speak your truth. That "you are racist game" I dont play . Be …
people are too scared to tell the truth because of fear of being called a racist..Wake up grow, a pair and and speak your truth. That "you are racist game" I dont play . Be a realist dont be crippled by something thats not true.
Urges people to 'speak your truth' and resist accusations of racism, framing it as a moral imperative to overcome perceived censorship.
jimboslice617 Jan 27, 2026
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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

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)