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
Trudeau you stick to your own country. \nWe elected Trump. Let us worry about us. \nStart helping your own. \nGood luck, Canadaians. We want to help you rid yourself of him.❤❤loves from America
Trudeau you stick to your own country. \nWe elected Trump. Let us worry about us. \nStart helping your own. \nGood luck, Canadaians. We want to help you rid yourself of him.❤❤loves from America
American commenter urges Trudeau to focus on Canada while offering American support, framing this as a call for action and boundary-setting between nations.
@Mr.ButterBee
Mar 4, 2025
trudeau. please go after trump. canada deserves the best NOT the worst!
trudeau. please go after trump. canada deserves the best NOT the worst!
Urges Trudeau to take action against Trump while expressing preference for better leadership.
@hshmelody
Mar 4, 2025
Slap a 25% export on energy. Make the Americans pay for their gas and electricity
Slap a 25% export on energy. Make the Americans pay for their gas and electricity
Urges implementation of a specific policy (25% export tax on energy) as a negotiating tactic against the US.
@brucekatkin5310
Mar 4, 2025
I only wish all the Americans that stand with Canada now would have stood at the polls and voted against Trump.
I only wish all the Americans that stand with Canada now would have stood at the polls and voted against Trump.
Expresses regret about past voting behavior and implicitly urges political engagement, with comparison to US politics.
@bjones802000
Mar 4, 2025
Canada continue to be strong let Trump know that Canada is no push over Am?erica get rid of Trump and Vance also Musk
Canada continue to be strong let Trump know that Canada is no push over Am?erica get rid of Trump and Vance also Musk
Urges Canada to remain strong and calls for removal of Trump and other U.S. figures, combined with national identity assertion.
@HenryAlexander-po6ev
Mar 4, 2025
The Canada should put 50% tariff to America foods instead
The Canada should put 50% tariff to America foods instead
Proposes retaliatory tariff policy as a response to US trade actions.
@sovannarithpeou6962
Mar 4, 2025
Trump needs to be in jail
Trump needs to be in jail
Direct call for legal/punitive action against Trump, framed as justice.
@PurushuttanSeecharran-qd5bg
Mar 4, 2025
Senators the people demand you to return to your states and give us an explanation of 5 things you did last week
Senators the people demand you to return to your states and give us an explanation of 5 things you did last week
Directly urges senators to return and provide accountability, demanding specific action and transparency from elected officials.
@notpeachtea6028
Mar 4, 2025
Eliminate all carbon taxes you implemented otherwise your words to us mean nothing……
Eliminate all carbon taxes you implemented otherwise your words to us mean nothing……
Demands specific policy reversal (carbon tax elimination) as condition for credibility.
@D.J.Olson36
Mar 4, 2025
HOW FAR WILL WE LET THIS GO? CLEARLY HE NEEDS TO BE IMPEACHED. ????
HOW FAR WILL WE LET THIS GO? CLEARLY HE NEEDS TO BE IMPEACHED. ????
Expresses alarm and urgently calls for impeachment as a specific political action.
@naturalmagic4128
Mar 4, 2025
Trump crashes the stock market! Stop him! This is unacceptable!!!
Trump crashes the stock market! Stop him! This is unacceptable!!!
Urges action to stop Trump while expressing alarm about economic consequences.
@lubova5732
Mar 4, 2025
They shouls prosecute him and sue him for lieing
They shouls prosecute him and sue him for lieing
Urges legal action (prosecution and lawsuits) against a political figure for alleged dishonesty.
Call to Action
0.80
@Opseclulz007
Mar 4, 2025
Im an american and i wish i wasnt! I hate what this country has become because of trump. All the countries need to get together and fight back against trump.
Im an american and i wish i wasnt! I hate what this country has become because of trump. All the countries need to get together and fight back against trump.
American expressing dissatisfaction with own country and urging international collective action against a political figure.
@SpireSpore
Mar 4, 2025
From UK , Trump and Vance should be forced out of their jobs as are not fit for purpose . Terrible what they are playing at , Trump is easily taken in with Putin he …
From UK , Trump and Vance should be forced out of their jobs as are not fit for purpose . Terrible what they are playing at , Trump is easily taken in with Putin he wants Trump himself to be a Dictator just alike his pal , his hero Putin \nPutin he is a mass murderer and wanted for war crimes also .\nEvil man Putin and trump just what does he see in him . Both as said Trump and Vance should be taken out of their jobs \nforced if need be . Trump sais he is trying to stop a war in Ukraine ? Seems to me he has not \nSeems so far as i type he talks bull , and just after the rare minerals in the Ukraine . The mans not fit for the job within \nand needs removed along with his co habs Vance and the other idiot stood behind them in that room .\nTreated Zelensky terribly also in that room a set up against him it was ..Americans get rid of them guys somehow .\n\nCanada all the best .
UK commenter urges removal of Trump/Vance from office and calls on Americans to take action, with comparative references to Putin.
@patsanters2741
Mar 4, 2025
Thank you so very much to everyone one of you who have taken the time to express your support for Canada and your Canadian friends on this page. May I also ask, that wherever you …
Thank you so very much to everyone one of you who have taken the time to express your support for Canada and your Canadian friends on this page. May I also ask, that wherever you live, you contact your government representatives and express your feelings and views to them. As a Canadian, I am ashamed at the (near) silence of European leaders and U.S. democrats and their cowardice for not loudly voicing their support for Canada. Many, many thanks again for your kind words.
Expresses gratitude for support while explicitly urging readers to contact government representatives and take political action.
@chumradio-r8x
Mar 4, 2025
Do it Canada, my idiot countrymen needs to be reminded of the order of things.
Do it Canada, my idiot countrymen needs to be reminded of the order of things.
Encourages action while expressing frustration with fellow countrymen, framed as a directive to restore order.
@devilpupbear09
Mar 4, 2025
I hope you go to jail Trudeau. You are the worst kind of dictator, a weak coward. Step down. Go dress up and be racist. You screwed all Canadians and harmed everyone waaaay before these …
I hope you go to jail Trudeau. You are the worst kind of dictator, a weak coward. Step down. Go dress up and be racist. You screwed all Canadians and harmed everyone waaaay before these tariffs came into effect.
Demands Trudeau's resignation and jail time while criticizing his policies, combining direct action call with policy critique.
@utterube
Mar 4, 2025
Sell your oil to Europe, not to us (US).
Sell your oil to Europe, not to us (US).
Urges Canada to redirect oil sales to Europe instead of the US, combining policy direction with international comparison.
@katfrog98
Mar 4, 2025
Got to make these Trump voters hurt, so they understand how stupid this is.
Got to make these Trump voters hurt, so they understand how stupid this is.
Urges action ('make these Trump voters hurt') to teach a political lesson, framed as moral correction.
@Meh-qe4rw
Mar 4, 2025
All Americans should stand up to these horrible Leaders who have been taking advantage of us for years!
All Americans should stand up to these horrible Leaders who have been taking advantage of us for years!
Urges Americans to resist their leaders, framed as a moral imperative against exploitation.
@eunheehunter
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)