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
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
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
get these jeets out
get these jeets out
A direct imperative urging removal of a specific ethnic group, combining xenophobic sentiment with action-oriented language.
shardmancer
Jan 27, 2026
Let this happen. Trump is going to get ran out of office. Let him keep digging that ditch
Let this happen. Trump is going to get ran out of office. Let him keep digging that ditch
Urges Canada to proceed with action while expressing opposition to Trump through political commentary.
@KJ-he6hf
Mar 4, 2025
Good it's about time that Canada 🇨🇦 fix it immigration problems 👏👏👏
Good it's about time that Canada 🇨🇦 fix it immigration problems 👏👏👏
Expresses approval for addressing immigration problems with applause emojis, implicitly calling for policy action.
kevingeorge2458
Apr 16, 2025
I hope Trump supporters listen to this man!! HE is telling the truth that Trump and his cronies won't tell you!!
I hope Trump supporters listen to this man!! HE is telling the truth that Trump and his cronies won't tell you!!
Urges Trump supporters to listen to the speaker and accept his message as truth, framing it as a call to change perspective.
@sherriethummel3475
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
Cananda the brave!! \nImpeach trump nowww
Cananda the brave!! \nImpeach trump nowww
Expresses support for Canada while urging action (impeachment) against Trump.
@christsuke873
Mar 4, 2025
I’m not going to war for trump F trump
I’m not going to war for trump F trump
Expresses refusal to support military action and rejection of Trump, with implicit call against war involvement.
@AntHussleTHAGREAT
Mar 4, 2025
Trump must be impeached for Treason!!!
Trump must be impeached for Treason!!!
Urges impeachment as a specific action while framing it as a moral/legal necessity (treason charge).
@javonjordan-stroud5390
Mar 4, 2025
Please allow us Canadians to bear arms for security from the USA.
Please allow us Canadians to bear arms for security from the USA.
Urges policy change (gun rights) framed as security response to perceived U.S. threat.
@FilmPro307
Mar 4, 2025
Prime Minister Trudeau, can you please be our President? Donald is a Nazi.
Prime Minister Trudeau, can you please be our President? Donald is a Nazi.
Urges Trudeau to assume U.S. presidency while making a moral judgment comparing Trump to Nazism.
@ja398
Mar 5, 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
Hey americans I know you don´t agree with what is going on so go on the STREETS and PROTEST! Let them see and feel what you see and feel! C´mon I know you have it …
Hey americans I know you don´t agree with what is going on so go on the STREETS and PROTEST! Let them see and feel what you see and feel! C´mon I know you have it in you. Don´t let this orange, russian and the two fat asian tyrants win because thats whats going on. And if this keeps going on like its going on it will end that we will fight each other and why should we do that. For what?
Urges Americans to protest while expressing fear of conflict and authoritarian threats.
@14All14
Mar 4, 2025
We have to save America from Trump
We have to save America from Trump
Frames Canada as needing to take action to 'save America' from Trump, positioning nations in opposition.
@tyroneolson6120
Mar 4, 2025
How about fire n replace dmv instructors for passing these people. Revoke licenses
How about fire n replace dmv instructors for passing these people.
Revoke licenses
Commenter demands firing of instructors and license revocation, implying immigrants are failing driving tests and urging punitive action.
farmbear1231
Jan 29, 2026
Just fucking ship them back, ALL of them o/
Just fucking ship them back, ALL of them o/
Explicit demand for mass deportation of immigrants, framed as urgent action with hostile language.
CasualOldBoy
Jan 27, 2026
Fire that old lady she should be retired. 👿🇨🇦
Fire that old lady she should be retired. 👿🇨🇦
Directly urges removal of a specific person from their position based on age.
Call to Action
0.79
dhv-v3f
Feb 28, 2026
Well spoken and strong! Don't back down, never give up! The many will win over the powerful, we the people, we the government, fight back
Well spoken and strong! Don't back down, never give up! The many will win over the powerful, we the people, we the government, fight back
Encouragement to resist and mobilize collective action ('we the people'), framed as populist resistance against powerful interests.
@djremix7310
Mar 5, 2025
It’s Trump ???White House Trade War! We don’t want this! ???? But Canada needs to fight back against Trump
It’s Trump ???White House Trade War! We don’t want this! ???? But Canada needs to fight back against Trump
Urges Canada to fight back against Trump's tariffs, combining a call to action with moral framing of the conflict.
@iashakezula
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)