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
Search & Filter
Call to Action
2,768 comments
Trump WTF ! IMPEACHMENT SHOULD START NOW FOR YOU TRUMP. MAGA IS A PROBLEM FOR ME BUT MONEY FOR YOU AND YOURS !!!
Trump WTF ! IMPEACHMENT SHOULD START NOW FOR YOU TRUMP. MAGA IS A PROBLEM FOR ME BUT MONEY FOR YOU AND YOURS !!!
Calls for impeachment of Trump while making moral criticism about MAGA movement.
@Jaime-e2o4x
Mar 4, 2025
Yo….Trudeau…give back Indigenous land
Yo….Trudeau…give back Indigenous land
Direct demand for government action (land return) framed as a moral/justice imperative toward Indigenous peoples.
@slowry8044
Mar 4, 2025
trump is a dictator too stupid for his own good i hope america wakes up and oust this idiot! the world is aligning up against trump when no one buys your product no one visits …
trump is a dictator too stupid for his own good i hope america wakes up and oust this idiot! the world is aligning up against trump when no one buys your product no one visits your country be carefull what you wish for!
Calls for Americans to remove Trump from office, framed with identity-based criticism and warnings about global consequences.
@billwolfe3207
Mar 4, 2025
Just seize all the us bank accounts
Just seize all the us bank accounts
Advocates for a specific punitive action (seizing US bank accounts) against the US.
Call to Action
0.80
@youngmunnsr
Mar 4, 2025
Stay firm and strong, smart Americans will be okay...you shouldn't negotiate with terrorists or traitors to These United States period!
Stay firm and strong, smart Americans will be okay...you shouldn't negotiate with terrorists or traitors to These United States period!
Urging firmness and non-negotiation with adversaries, framed as patriotic duty to the United States.
@charmnGUY
Mar 4, 2025
If you are Canadian, you should work hard to get South African Elon *'apartheid'* Musk's Canadian citizenship revoked. \n\nHis crimes:\nHe is actively working against Canada's national interests as well as being part of a foreign …
If you are Canadian, you should work hard to get South African Elon *'apartheid'* Musk's Canadian citizenship revoked. \n\nHis crimes:\nHe is actively working against Canada's national interests as well as being part of a foreign government (USA) that is trying to wipe out Canada's sovereignty .\nAnd \n*Keep boycotting X and Tesla*\n\n.
Urges Canadians to revoke Musk's citizenship and boycott his companies, framing him as a threat to Canadian sovereignty.
@hoatu892
Mar 4, 2025
canadians can do better now by flooding USA with this drugs a means of revenge and raise 100% tariff on all US goods so Canadian wont buy them and choose their own local products...
canadians can do better now by flooding USA with this drugs a means of revenge and raise 100% tariff on all US goods so Canadian wont buy them and choose their own local products...
Proposes retaliatory economic and drug-trafficking actions against the US framed as 'revenge,' combining threat language with policy suggestions.
@Oliva7712
Mar 4, 2025
I am buying and supporting Canadian and NOT buying anything imported from America. Trump is no more than a thug.
I am buying and supporting Canadian and NOT buying anything imported from America. Trump is no more than a thug.
Commenter urges others to buy Canadian products and boycott American imports as a form of protest against Trump.
@LeonieHalliday
Mar 4, 2025
You have to know that the majority of us DO NOT support Trump. Many don’t even believe he honestly won the election. We are disgusted and angry. I call my representatives daily. I’m not sure …
You have to know that the majority of us DO NOT support Trump. Many don’t even believe he honestly won the election. We are disgusted and angry. I call my representatives daily. I’m not sure it makes any difference. I have ceased buying from every company who has given him money. I protest. The republican senators and congressmen are corrupt and traitors. Our Supreme Court is in his pocket. So many of us don’t know how to stop him. He is the devil incarnate!
Personal account of political activism (calling representatives, protesting, boycotting) combined with moral condemnation and existential threat framing.
@casaderuthie
Mar 4, 2025
America, your president is using YOU as pawns to threaten and force a move on Canada and other allies because he doesn’t care if everyday Americans suffer for what he thinks is for the “greater …
America, your president is using YOU as pawns to threaten and force a move on Canada and other allies because he doesn’t care if everyday Americans suffer for what he thinks is for the “greater good” of America. Think about that for a minute, PLEASE.
Urges Americans to recognize they are being used as pawns and to think critically, with an implicit call to reconsider support for Trump.
@YumCarbonaraBuldak
Mar 4, 2025
As a Disabled american veteran & patriot i want to see sanctions! Show this fool how it really works on the big kids playground!
As a Disabled american veteran & patriot i want to see sanctions! Show this fool how it really works on the big kids playground!
Combines identity assertion (disabled veteran, patriot) with explicit call for sanctions and confrontational action against Trump.
@teresinacalliari-perez
Mar 4, 2025
Trump should put a warrant for arrest out for Trudeau ! If he comes to the US they should lock him up
Trump should put a warrant for arrest out for Trudeau ! If he comes to the US they should lock him up
Urges Trump to arrest Trudeau, combining a call for action with political criticism.
@sterlinggrier734
Mar 4, 2025
Boycott cnn and Canadian goods. Problems and solutions. Typical lefty propaganda as you tax the dogshit out of your people!! Trudeau you're a career criminal!
Boycott cnn and Canadian goods. Problems and solutions. Typical lefty propaganda as you tax the dogshit out of your people!! Trudeau you're a career criminal!
Calls for boycotts while criticizing government policy and labeling it as propaganda and criminal behavior.
@BurleyBob0010
Mar 4, 2025
This week beta clown playing tough is laughable. Shut up Trudeau and leave, nobody cares what you have to say.
This week beta clown playing tough is laughable. Shut up Trudeau and leave, nobody cares what you have to say.
Urges Trudeau to resign and stop speaking, combined with dismissive characterization of his leadership.
@alexdeleon8099
Mar 4, 2025
Take notes Donald
Take notes Donald
Commenter urges Donald Trump to observe and learn from Trudeau's approach, implying he should change his behavior.
Call to Action
0.80
@TodazeNewz
Mar 4, 2025
Some advice to the US for the future: next time you elect a president, vet him/her for mental illness in every way aspect of life, well in advance. \nLook at how Japan vets everyone prior …
Some advice to the US for the future: next time you elect a president, vet him/her for mental illness in every way aspect of life, well in advance. \nLook at how Japan vets everyone prior to even owning a simple gun.!!! Just saying!
Offers prescriptive advice to the US government about vetting procedures, urging a specific policy change.
@carlinesimeon9440
Mar 4, 2025
Please attend to this, Australia. Your media has no idea. Every word of this should be ringing through the halls of our Parliament, prompting urgent rethinking of where we stand in the geopolitical landscape.
Please attend to this, Australia. Your media has no idea. Every word of this should be ringing through the halls of our Parliament, prompting urgent rethinking of where we stand in the geopolitical landscape.
Urges Australian Parliament to take action based on geopolitical comparison with Canada's situation.
@janegoodall2520
Mar 4, 2025
guys seriously wtf. Don't let Trump do this
guys seriously wtf. Don't let Trump do this
Expresses alarm about Trump's actions and urges others ('guys seriously') not to allow something to happen, combining fear and mobilization.
@Hunnah0055
Mar 4, 2025
Please take notice Trump!!!! Turn the madness around and put aside your ego. You are destroying your own country. From Australia.
Please take notice Trump!!!! Turn the madness around and put aside your ego. You are destroying your own country. From Australia.
Australian commenter urging Trump to change course, framing US policy as self-destructive from international perspective.
@WellnessDiscoveryReport
Mar 4, 2025
I didn't vote for Trudeau.\nI won't vote for the Liberal party in the next election.\nThis gave me chills and fired me up.\nHow do you expect to scare people that choose to live in -40 °C/°F?
I didn't vote for Trudeau.\nI won't vote for the Liberal party in the next election.\nThis gave me chills and fired me up.\nHow do you expect to scare people that choose to live in -40 °C/°F?
Declares voting intentions and calls for political action against the Liberal party, with identity assertion about Canadian resilience.
@solyhhit
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)