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
All Canadian tariffs should come in to play now. Hurt the US.
All Canadian tariffs should come in to play now. Hurt the US.
Urging Canada to implement tariffs against the US as economic retaliation, combining economic reasoning with a directive to take action.
@stevecapela
Mar 4, 2025
Can Canadians have a referendum? Maybe the question can be should we deport this woman to the USA?
Can Canadians have a referendum? Maybe the question can be should we deport this woman to the USA?
The comment sarcastically proposes a referendum and calls for deportation of a specific individual, framing them as an outsider.
@Wayne-z1x
Feb 21, 2026
I hope you reported those guys
I hope you reported those guys
Urges the commenter or others to report illegal activity, though context is unclear.
Call to Action
0.75
modestoca25
Jan 27, 2026
CANADAN, MEXICO, EUROPA UNITE AND FIGHT FOR ARE RIGHT.
CANADAN, MEXICO, EUROPA UNITE AND FIGHT FOR ARE RIGHT.
Urges Canada, Mexico, and Europe to unite and collectively assert their rights against external pressure.
@chatman315
Mar 4, 2025
Hey Canada, Europe here. Let's found our own thing. Are you in?
Hey Canada, Europe here. Let's found our own thing. Are you in?
Proposes forming a separate alliance ('Let's found our own thing') and solicits Canada's participation.
@morgengold
Mar 4, 2025
People in Canada need to wake up and find themselves a Trump
People in Canada need to wake up and find themselves a Trump
Urges Canadians to adopt Trump-like leadership while asserting national identity and political direction.
@Bob-bb3ur
Mar 4, 2025
Freedom loving Americans need to get ready for a long struggle too.
Freedom loving Americans need to get ready for a long struggle too.
Calls for Americans to prepare for struggle, framing it as a collective action or resistance movement.
@josephhillstrom8503
Mar 4, 2025
Canada should hit Trump real hard with their natural resource.
Canada should hit Trump real hard with their natural resource.
Urges Canada to use natural resources as leverage against Trump, combining economic leverage with action advocacy.
@PatriciaMachado-jr5xi
Mar 4, 2025
YEEEESSSSSSSSS!!!!\nNow that is a president you can rally behind!\nYou made your bed.... now crumble in it!\nAnd let it be clear... this happened because of the greed of american individuals and your failing government.
YEEEESSSSSSSSS!!!!\nNow that is a president you can rally behind!\nYou made your bed.... now crumble in it!\nAnd let it be clear... this happened because of the greed of american individuals and your failing government.
Commenter expresses strong support for a political figure and frames the situation as a moral reckoning ('made your bed'), with implicit calls for accountability.
@jairzinhokowsoleea9805
Mar 4, 2025
Trudeau has a big mouth and soon Trump is going to close it i hope Trump takes over Canada and puts Trudeau in prison or what ever he sees fit for Trudeau
Trudeau has a big mouth and soon Trump is going to close it i hope Trump takes over Canada and puts Trudeau in prison or what ever he sees fit for Trudeau
Expresses hope that Trump will intervene in Canada and punish Trudeau, implicitly calling for external political intervention.
@DarrelHolmgren
Mar 4, 2025
Put 100 percent tariff on hydro that goes into Minnesota..New York state Vermont etc
Put 100 percent tariff on hydro that goes into Minnesota..New York state Vermont etc
Urges specific tariff policy action on Canadian hydroelectric exports to US states.
@byronhall391
Mar 4, 2025
Let's go Canada...together we'll beat Trumpistan and his Mafia!
Let's go Canada...together we'll beat Trumpistan and his Mafia!
Rallies collective action ('together we'll beat') while expressing solidarity with Canada against Trump.
@DyingSlow
Mar 4, 2025
CNN is bending the knee to Trump turning its back on freedom of speech and the American people. Nobody is standing up for us not even the DOJ. It is up to us, the people…
CNN is bending the knee to Trump turning its back on freedom of speech and the American people. Nobody is standing up for us not even the DOJ. It is up to us, the people…
Criticizes institutions and urges collective action ('it is up to us, the people') to address perceived failures.
@digidabva
Mar 4, 2025
MAKE CANADA GREAT AGAIN
MAKE CANADA GREAT AGAIN
Political slogan implying Canada needs restoration, functioning as a rallying cry with nationalist undertones.
nowornever9327
Mar 3, 2026
We are doing everything we can to get this rougue president out of here. HE IS NOT OUR PRESIDENT!
We are doing everything we can to get this rougue president out of here. HE IS NOT OUR PRESIDENT!
Expresses intent to mobilize against a political figure and asserts national identity/legitimacy through 'NOT OUR PRESIDENT' framing.
@homemoviesandotherstuff3419
Mar 4, 2025
poilievre poilievre poilievre poilievre poilievre poilievre poilievre poilievre
poilievre poilievre poilievre poilievre poilievre poilievre poilievre poilievre
Repetitive promotion of Poilievre as an alternative, functioning as a call to support a specific political figure.
Call to Action
0.75
@macthbstoct
Mar 4, 2025
He said it all... americans need to act now to save themselves
He said it all... americans need to act now to save themselves
Urges Americans to take action ('act now') while asserting national identity and in-group concern ('save themselves').
@jomane
Mar 4, 2025
Round em up let’s go get on it now
Round em up let’s go get on it now
Urgent directive to take action ('Round em up let's go') with implied threat/enforcement language.
@thanksgreenfield7365
Feb 22, 2026
Kenny should be behind bars
Kenny should be behind bars
Demands punitive action against a named individual (Kenny), framed as a call for justice/accountability.
jamescameron204
Feb 22, 2026
Great speach.........good luck america, come on europe lets follow and tell that nation we are not into bullys
Great speach.........good luck america, come on europe lets follow and tell that nation we are not into bullys
Urges Europe to follow Canada's example and stand against bullying, framed as a comparative call to action across nations.
@Sambukerable
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)