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
Stop trying to speak to the Convict's good side because he has none. Canada Diversify away, realign, unite and form new trading blocks. Circle the wagon leaving the USA outside. It is clear they are …
Stop trying to speak to the Convict's good side because he has none. Canada Diversify away, realign, unite and form new trading blocks. Circle the wagon leaving the USA outside. It is clear they are moving on. Friends are now being treated like enemies.
Urges Canada to take specific actions (diversify, realign, form trading blocs) in response to US policy, framed as necessary strategic response.
@jamaicantillidieinmyownwor5517
Mar 4, 2025
Americans if you stand for Canada, if you stand for Ukraine and if you stand for to make America great again then DO SOMETHING.
Americans if you stand for Canada, if you stand for Ukraine and if you stand for to make America great again then DO SOMETHING.
Urges Americans to take action in support of Canada, Ukraine, and national interests.
@prisievangelista
Mar 4, 2025
GET TRUMP AND HIS POSSE OUT!
GET TRUMP AND HIS POSSE OUT!
Urges removal of Trump and associates from power.
Call to Action
0.80
@EnigmaticEsoteric
Mar 4, 2025
Stop all of your tariffs and the US will stop their tariffs. How about a free trade between both countries?
Stop all of your tariffs and the US will stop their tariffs. How about a free trade between both countries?
Urges US to stop tariffs as a condition for reciprocal action, proposing free trade as solution.
@TurboMalibuV6
Mar 4, 2025
And this is all because of the orange menace!!!!\nHe has to go!!!
And this is all because of the orange menace!!!!\nHe has to go!!!
Calls for Trump's removal from office, framing him as a threat ('orange menace').
@johnsmith-iv6sc
Mar 4, 2025
Stop using words such as friends and allies. The US have chosen to established allies with Russia and abandoned Canada, Mexico, the EU, and NATO. Ditch the US. Ban with the global community and gang …
Stop using words such as friends and allies. The US have chosen to established allies with Russia and abandoned Canada, Mexico, the EU, and NATO. Ditch the US. Ban with the global community and gang up on trump and the US economy. Use our power as members of the British Commonwealth and friends with the EU.
Urges Canada to abandon US alliance and unite with Commonwealth and EU against Trump, combining policy critique with strategic action.
@kimle2796
Mar 4, 2025
Blah blah blah, everything out his mouth should now be falling on deaf ears, let's get this ass hat out of government!!!!!!
Blah blah blah, everything out his mouth should now be falling on deaf ears, let's get this ass hat out of government!!!!!!
Urges removal of a political figure from government through dismissive language and implicit voting call.
@retrorockit
Mar 4, 2025
Please don’t resign Justin we need to fight this Russian agent traitor Trump. ??
Please don’t resign Justin we need to fight this Russian agent traitor Trump. ??
Urges Trudeau to remain in office and fight Trump, framed with nationalist/adversarial language.
@DirtyHairy01
Mar 4, 2025
first resign and go away from our face.
first resign and go away from our face.
Directly urges a political figure to resign and leave office.
Call to Action
0.80
@saibalghosh-t5c
Mar 4, 2025
Trudeau - PLEASE increase US tarrifs by 75%. As a US citizen, I BEG you to shut down the US economy. Make the idiots who voted 4 trump realize what their idiotic & embarrassing actions …
Trudeau - PLEASE increase US tarrifs by 75%. As a US citizen, I BEG you to shut down the US economy. Make the idiots who voted 4 trump realize what their idiotic & embarrassing actions have created.
Urges the Prime Minister to take economic action while using sarcasm and hyperbole to criticize American voters.
@AB-bg3fj
Mar 4, 2025
Commonwealth + Mexico + EU trade deals FAST
Commonwealth + Mexico + EU trade deals FAST
Urges rapid pursuit of alternative trade agreements as a strategic response to tariffs.
@rustyspace900
Mar 4, 2025
The American people don't want this either, HELP US GET RID OF THE ORANGE MENACE!!
The American people don't want this either, HELP US GET RID OF THE ORANGE MENACE!!
Urges action against Trump ('GET RID OF') while asserting American identity and shared opposition.
@BernadineHenlon
Mar 4, 2025
Donald and his crew will implode soon . They are out to piss off as many people as possible . How foolish can you get . \nCanada please work with the Uk and others that …
Donald and his crew will implode soon . They are out to piss off as many people as possible . How foolish can you get . \nCanada please work with the Uk and others that will join us \nThe Democratic World can grow Strong and become self sufficient. We can get by without the USA
Urges Canada to build alliances with UK and others while positioning democratic nations as self-sufficient alternative to US.
@harryedwards9318
Mar 4, 2025
I encourage all Americans to go listen to our PM’s speech. He said a lot more than this. \nCNN coverage and interpretation is garbage.
I encourage all Americans to go listen to our PM’s speech. He said a lot more than this. \nCNN coverage and interpretation is garbage.
Urging Americans to listen to the PM's full speech while critiquing CNN's coverage and interpretation.
@spiritofanu3112
Mar 4, 2025
Thanks for everyone that voted for Trump now you have aided in a trade war because you support that lunatic
Thanks for everyone that voted for Trump now you have aided in a trade war because you support that lunatic
Blames Trump voters for trade war consequences, implicitly calling for accountability and different voting behavior.
@420krone
Mar 4, 2025
Trump has to go. Not tomorrow today. And he can take his band aids with him.
Trump has to go. Not tomorrow today. And he can take his band aids with him.
Urges immediate removal of Trump with moral condemnation, though the 'band aids' reference is unclear.
@RossJurd-lf7gc
Mar 4, 2025
Gen wesley clark tells the truth.im canadian and let me tell you this,all the people close to me will boycott almost everything that comes from us.restaurant,business like homedepot,starbuck,amazon,walmart,budweiser,alcool,krispy creme,name it ....the list goes on.we already …
Gen wesley clark tells the truth.im canadian and let me tell you this,all the people close to me will boycott almost everything that comes from us.restaurant,business like homedepot,starbuck,amazon,walmart,budweiser,alcool,krispy creme,name it ....the list goes on.we already have a list of business for food , cleaning ,clothes.you have to get him out of presidency impeched quick or We fellas wil go throught a economic depression .
Calls for boycotts and impeachment while citing economic depression concerns as justification.
@steb3536
Mar 4, 2025
I'm tired of Trump- I'd rather not trade or buy anything from the US. Hope it looks better in 4 years.\nGreetings Denmark
I'm tired of Trump- I'd rather not trade or buy anything from the US. Hope it looks better in 4 years.\nGreetings Denmark
Expresses desire to avoid US trade and consumption, implicitly calling for economic boycott while comparing from a Danish perspective.
@PopRock240
Mar 4, 2025
Swnd all your goods to the UK. We will buy them all. Not buying anything from the U.S.
Swnd all your goods to the UK. We will buy them all. Not buying anything from the U.S.
Urges others to redirect trade toward UK and away from US, framing it as a collective action against US goods.
@samconway2326
Mar 4, 2025
Boycotting EVERYTHING ?? AMERICAN… everyTHIIIIING!!?
Boycotting EVERYTHING ?? AMERICAN… everyTHIIIIING!!?
Urges others to boycott American products as a form of economic protest.
Call to Action
0.80
@winwinmilieudefensie7757
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)