Research Tools
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
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.
Call to Action
0.75
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.
Call to Action
0.75
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
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
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
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)