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
Boycott the USA ! Putin is the real president of this greedy country !. Trump's brain doesn't braining.
Boycott the USA ! Putin is the real president of this greedy country !. Trump's brain doesn't braining.
Urges boycott of USA and contains hostile framing of American leadership; primarily a call to action with identity-based us-vs-them framing.
@edleroy7593
Mar 4, 2025
Wondering when the first impeachment action is started. May be sooner than later.
Wondering when the first impeachment action is started. May be sooner than later.
Commenter is suggesting/anticipating impeachment action, which implies a call for political accountability or action, though the phrasing is somewhat ambiguous.
Call to Action
0.72
@izerrandom12
Mar 4, 2025
100 percent tarrifs on India and Canada
100 percent tarrifs on India and Canada
Advocates for specific protectionist trade policy action (tariffs) against specific countries.
TimbòSlisë
Jan 27, 2026
Now, unless we get this type of united attitudes we will never protect our ways of living now place quality control on the voting 5:55 block from lying and dictatorships. But unless we this feel …
Now, unless we get this type of united attitudes we will never protect our ways of living now place quality control on the voting 5:55 block from lying and dictatorships. But unless we this feel this pain we will aloud any lying dictatorship to come in steel our peaceful ways of living
Calls for unified action to protect 'our ways of living' and implement voting controls against 'lying dictatorships,' mixing identity concerns with mobilization.
@shirleycarney1557
Mar 4, 2025
Canadians have done noooothing about it
Canadians have done noooothing about it
Implicitly urges Canadians to take action against immigration policy, framing inaction as the problem.
kingricoj345
Jan 28, 2026
No more immigrants for the next 3 years.
No more immigrants for the next 3 years.
Advocates for a specific policy position (immigration moratorium) in imperative form.
starzba6291
Jan 19, 2026
Thank a liberal voter !
Thank a liberal voter !
Implicitly urges blame/action against liberal voters, framing immigration policy as a partisan political issue.
RANDYMCGOWAN-i5s
Oct 30, 2025
Go after Orange Alien hard Mr. Trudeau.He understand just that speach.
Go after Orange Alien hard Mr. Trudeau.He understand just that speach.
Commenter urges Trudeau to take aggressive action against Trump, using dehumanizing language.
Call to Action
0.72
@nazimhaxha5491
Mar 5, 2025
Evel must be punished!
Evel must be punished!
Demands punishment of a named individual, though context is unclear; functions as call for accountability/action.
Call to Action
0.72
LiamWilson-j8y3b
Oct 11, 2025
honestley just let both sides make a agreement so that the both sides can be happy about this brampton city. thats my solution thanks
honestley just let both sides make a agreement so that the both sides can be happy about this brampton city. thats my solution thanks
Proposes compromise solution to a local dispute, urging both sides to reach agreement for mutual satisfaction.
NirggashitioTakashiMann
Jan 29, 2026
Stay in Canada, PLEASE
Stay in Canada, PLEASE
Urges immigrants to remain in Canada rather than settle, with implicit nationalist framing about who belongs.
jayjay-bz3rr
Jan 27, 2026
Can you also do video on Mexican smugglers? They'll have you for lunch.
Can you also do video on Mexican smugglers? They'll have you for lunch.
Requests video on Mexican smugglers with threatening language suggesting danger, combining content request with security concern.
a.k.4727
Feb 10, 2026
Lie lie lie don't be stupid and make a deal !!!
Lie lie lie don't be stupid and make a deal !!!
Commenter urges against making a deal and dismisses claims as lies, combining skepticism with a directive to others.
@lyledollarhite237
Mar 4, 2025
I think the world of good and democratic people should join together against this tyrannical autocratic and completely lying government of the USA find other trade and manufacturing partners- mineral rights of Ukraine to Canada …
I think the world of good and democratic people should join together against this tyrannical autocratic and completely lying government of the USA find other trade and manufacturing partners- mineral rights of Ukraine to Canada and Europe…. This mr. trump is ruining our lives - and of course - I did not vote for him….
Calls for international coalition-building against the US government while framing it as a moral imperative against authoritarianism.
@pamelastewart604
Mar 4, 2025
Put khalistan in their asshole.
Put khalistan in their asshole.
Inflammatory statement using ethnic/religious reference (Khalistan) as a call for violent action, combining identity-based framing with aggressive rhetoric.
sudipdas2405
Jan 27, 2026
If you dont like indians in canada, then go back to your country.
If you dont like indians in canada, then go back to your country.
Directs those opposed to immigration to leave Canada, framing it as an ultimatum or dismissive call to action.
IAmGonnaPutSomeDirtInYourEye1
Jan 29, 2026
Now it's time to develop and implement an "Alberta is Calling You to Get Out." marketing campaign. Smith and Rath can be the first to leave
Now it's time to develop and implement an "Alberta is Calling You to Get Out." marketing campaign. Smith and Rath can be the first to leave
Proposes a counter-campaign to encourage out-migration, using sarcasm to urge political action against provincial leadership.
@CSKRewind
Feb 20, 2026
I support the Conservatives on this one
I support the Conservatives on this one
Brief statement of political support for the Conservative party position on the issue.
Call to Action
0.72
jaredvaughan1665
Feb 24, 2026
Send them to punjab one by one
Send them to punjab one by one
Calls for deportation of immigrants back to Punjab, framed as a solution to perceived problems.
Thewek67
Jan 27, 2026
?where the maga at to defend they president's actions??
?where the maga at to defend they president's actions??
Challenges Trump supporters to defend his actions, implicitly calling them to engage in debate.
@vitotntceo
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)