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
Search & Filter
Call to Action
2,768 comments
When will we shut the oil and all the electricity off. Use the extra electricity for new AI centres become an AI leader. Rip up the water treaties and stop the fresh water going south.
When will we shut the oil and all the electricity off. Use the extra electricity for new AI centres become an AI leader. Rip up the water treaties and stop the fresh water going south.
Proposes specific policy actions (shutting off oil/electricity, revoking water treaties) as strategic responses to Trump.
@henryyoner5438
Mar 4, 2025
At what point will the American Military step in to remove this Putin Stooge.\nTrump and Putins other acolytes need to go.
At what point will the American Military step in to remove this Putin Stooge.\nTrump and Putins other acolytes need to go.
Calls for military intervention to remove Trump, framing him as a threat aligned with Putin.
@Sparks127
Mar 4, 2025
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
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
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
Our government in the US is embarrassing. Americans need to rise up.
Our government in the US is embarrassing. Americans need to rise up.
US commenter urging Americans to take action against their government.
@kathyhayden3653
Mar 4, 2025
Yes, put a counter tariff on the US! Trump doesn’t care! It’s RUSSIA’s US now. US is a nazi country.
Yes, put a counter tariff on the US! Trump doesn’t care! It’s RUSSIA’s US now. US is a nazi country.
Urges Canada to implement counter-tariffs while expressing fear about US governance and making inflammatory claims about Russia and Nazism.
@faye4849
Mar 4, 2025
America needs those who voted for Trump to storm the White House or capital and decommission Trump.
America needs those who voted for Trump to storm the White House or capital and decommission Trump.
Urges violent political action (storming government buildings) framed as necessary response to perceived threat.
@toddb930
Mar 4, 2025
We need negative migration.
We need negative migration.
Advocates for a specific policy position (negative migration) as a directive statement.
christianrobertdemassy900
Feb 26, 2026
Can we get Poilievre up there and send this woman back to directing 4th-grade plays?
Can we get Poilievre up there and send this woman back to directing 4th-grade plays?
Calls for replacing the current leader with an alternative politician while using dismissive language about the current leader.
@Really-tr7jn
Mar 4, 2025
We should all of us around the world , Canada Mexico Eu China ect boycott all together USA at once Till the Tangerine Tyran felt humiliated as Zelinsky was On that day , and please …
We should all of us around the world , Canada Mexico Eu China ect boycott all together USA at once Till the Tangerine Tyran felt humiliated as Zelinsky was On that day , and please You MAGA fashists keep Your red stupid caps when you cross your border , We will treat you as you deserve as Trump treat the rest of the World , And for the others Artists , Humanists numerous good Americans come to EU or Canada whe have free healtcare that works way better that in Us , good food , culture and cool unarmed peaple to hang with . Your welcome and we know how terrible is fashisme America Rebel You !!!
Calls for international boycott of USA and invites Americans to emigrate to Canada/EU, comparing systems and expressing anti-Trump sentiment.
@gorkaparaiso4232
Mar 4, 2025
When is that Turd going to disappear…. wasn’t he ousted … why is allowed to continue!?
When is that Turd going to disappear…. wasn’t he ousted … why is allowed to continue!?
Questions why Trudeau remains in office and implicitly calls for his removal, expressing frustration with his continued leadership.
@Leowavekid
Mar 4, 2025
He's talking to everyone who voted for Trump. And we respond with the middle finger. Make America great again. Kiss my ?
He's talking to everyone who voted for Trump. And we respond with the middle finger. Make America great again. Kiss my ?
Addresses Trump supporters with defiant gesture and rallying cry, urging solidarity and political mobilization.
@AmandaPanda-nq1do
Mar 4, 2025
Cut the power. Our relationship with the US has run its course. It’s gonna be rough for a while but it is anyways. We can’t bend the knee to the US dictatorship they are building.
Cut the power. Our relationship with the US has run its course. It’s gonna be rough for a while but it is anyways. We can’t bend the knee to the US dictatorship they are building.
Urges Canada to sever ties with the US, framed as resistance to perceived authoritarianism.
@tristanleger7446
Mar 4, 2025
I think it would be great if all news media boycotted the frump Congress speech tonight... There won't be anything factual anyway....and maybe it will upset the 5th grader..
I think it would be great if all news media boycotted the frump Congress speech tonight... There won't be anything factual anyway....and maybe it will upset the 5th grader..
Urges media boycott of a political speech while criticizing its factual basis and the target politician.
@greenleaf2233
Mar 4, 2025
You should tell the world economic forum they same asshole
You should tell the world economic forum they same asshole
Urges the speaker to take action by addressing the World Economic Forum with criticism.
Call to Action
0.75
@kevinmacdonald3175
Mar 4, 2025
1000% tariffs on Tesla!
1000% tariffs on Tesla!
Advocates for extreme tariff action against Tesla as a specific policy response, combining economic argument with call to action.
@bradmacoz
Mar 4, 2025
STOP FENTANYL
STOP FENTANYL
Imperative statement addressing drug trafficking concerns, functioning as a demand for action on a security threat.
@robertcaldwell7918
Mar 4, 2025
He should be the US PRESIDENT
He should be the US PRESIDENT
Advocates for a specific political outcome (making someone US president), implicitly urging support.
@giacomotognoni9865
Mar 4, 2025
the only thing that makes sense is trumps taking orders from putin . time to drag the traitor out of the Whitehouse NOW !
the only thing that makes sense is trumps taking orders from putin . time to drag the traitor out of the Whitehouse NOW !
Primarily urges action ('drag the traitor out') with an unsubstantiated conspiracy claim about Putin influence, though the comment appears off-topic to Canadian immigration.
@Tom-dm9oh
Mar 4, 2025
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)