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
CANADA NEEDS ICE TOO. END THE BULLSHIT!
CANADA NEEDS ICE TOO. END THE BULLSHIT!
Demands Canada adopt ICE-style immigration enforcement, expressing urgency and frustration about immigration crisis.
joshask2880
Sep 23, 2025
Shut up Trudeau
Shut up Trudeau
Dismissive command directed at a political figure, implicitly calling for silence or removal from office.
@desperadopharaoh2361
Mar 4, 2025
...What's it going to take to impeach Trump and get rid of him and the Electric Swasticar guy ?...
...What's it going to take to impeach Trump and get rid of him and the Electric Swasticar guy ?...
Calls for impeachment of Trump and removal of another figure, with sarcastic/mocking tone ('Electric Swasticar guy').
@WillardTrafton-v4l
Mar 4, 2025
Canada sell your products to others countries. Stop complaining and do something about it.
Canada sell your products to others countries. Stop complaining and do something about it.
Urges Canada to take action (sell to other countries, stop complaining) rather than accept current policy approach.
@JimC-c1e
Mar 4, 2025
WE BLAME TRUMP and nobody else!!!
WE BLAME TRUMP and nobody else!!!
Emphatic statement assigning blame to Trump, implicitly urging others to recognize and hold him accountable.
@charrio2
Mar 4, 2025
IF STRONG MEETS STRONG, WILL THEY RISK THAT FIGHT????? UKRAINE IS NATO SHIELD.... U MUST GRAB THAT SHIELD...
IF STRONG MEETS STRONG, WILL THEY RISK THAT FIGHT????? UKRAINE IS NATO SHIELD.... U MUST GRAB THAT SHIELD...
Urges Canada to take military/defensive action regarding NATO and Ukraine, framed with security concerns.
@deborahmeghan5583
Mar 4, 2025
You have to investigat the driver inc epidemic and all the dead related to it….
You have to investigat the driver inc epidemic and all the dead related to it….
Urges investigation into a specific epidemic and related deaths, combining a request for action with implicit concern about a public health threat.
atary099
Jan 27, 2026
MAGA voters, how much longer do you need to see that you voted stupid person?
MAGA voters, how much longer do you need to see that you voted stupid person?
Rhetorically urges MAGA voters to recognize their voting mistake, implicitly calling for reconsideration of political choices.
@toncek6365
Mar 4, 2025
NO! Mister Prime Minister, Our President said no.
NO! Mister Prime Minister, Our President said no.
Appears to be urging the PM to follow the U.S. President's position, framed as a directive.
@domv7
Mar 4, 2025
We should bring back the galantine, and put Trump under it for treason
We should bring back the galantine, and put Trump under it for treason
Calls for extreme action (execution) against Trump framed as justice for treason.
@Jlin0012
Mar 4, 2025
Not buying anything from a certain country (fcourse USA in that case) for the first time :)
Not buying anything from a certain country (fcourse USA in that case) for the first time :)
Announces personal boycott action against a country (USA), implicitly encouraging others to take similar economic action.
Call to Action
0.70
@amadeusdrecyclingart2421
Mar 4, 2025
Trump DON'T mess with our allies! Please, please don't!!!
Trump DON'T mess with our allies! Please, please don't!!!
Direct plea to Trump not to damage allied relationships, combining urgent appeal with underlying concern about threat to alliances.
@barbararackley6746
Mar 4, 2025
Their are some People that voted for Trump that are finally waking up to the reality of the situation I'm keeping my faith that we will over come all this chaos in our country and …
Their are some People that voted for Trump that are finally waking up to the reality of the situation I'm keeping my faith that we will over come all this chaos in our country and can get rid of Donald Trump and Elon Musk for good
Expresses hope for political change and implicitly calls for removal of Trump and Musk, framed as moral necessity.
@cindyfedack317
Mar 4, 2025
Quick, everyone check your 401k balance and decide if you're still happy with your vote last November
Quick, everyone check your 401k balance and decide if you're still happy with your vote last November
Urges readers to check financial portfolios and reconsider their voting decision, linking economic consequences to political choice.
@westhavenor9513
Mar 4, 2025
I hope so,ething leams fro republicans in whitehouse about tryi g to take down liveral democracies and impeach the orange wrecking ball
I hope so,ething leams fro republicans in whitehouse about tryi g to take down liveral democracies and impeach the orange wrecking ball
Expresses hope that Republicans will learn from their actions, implicitly urging political change and accountability regarding threats to democracies.
@joycecaruth1645
Mar 5, 2025
Trump needs to be removed
Trump needs to be removed
Urges removal of a political figure, though off-topic to Canadian immigration discourse.
Call to Action
0.70
@Matt-qu5rt
Mar 4, 2025
Trump isn't smart. He is a criminal. Thanks for stroking Trumps ego. Can you guys arrest our President because no one has ball over here to do it? He's broken our US Constitution.
Trump isn't smart. He is a criminal. Thanks for stroking Trumps ego. Can you guys arrest our President because no one has ball over here to do it? He's broken our US Constitution.
Calls for arrest of the President for constitutional violations, urging action while criticizing Trump's character and competence.
@beeg693
Mar 4, 2025
elect bike guy to parliament please
elect bike guy to parliament please
Urges political action (electing someone to parliament) with a humorous/sarcastic tone.
nfhgjkuioukytyumghfjtfghmtggyh
Jan 27, 2026
Canada needs ICE urgently.
Canada needs ICE urgently.
Advocates for ICE (likely Immigration and Customs Enforcement), framed as an urgent policy need, combining critique with implicit call for action.
BasedMisatoSpeaks1488
Jan 27, 2026
this puppet should be kicked out already...
this puppet should be kicked out already...
Calls for removal of a political leader (likely Trudeau), using dehumanizing language ('puppet').
@alr2157
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)