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
Brampton should be a priority
Brampton should be a priority
Advocates prioritizing a specific city (Brampton) for enforcement action, though brief and context-dependent.
Call to Action
0.70
ToonieCollector
Dec 24, 2025
No way!! Get rid of america , no more!
No way!! Get rid of america , no more!
Urges elimination or rejection of America, combining anti-American sentiment with an implicit call for action or change.
@chriskumar4201
Mar 4, 2025
Listen B 4real everyone. President Trump had 2c all his allies back him. Defend him. During President Trump's campaign, he gave clear instructions on these plans. Some 4 the citizens. Some financial issues. Safety crisis …
Listen B 4real everyone. President Trump had 2c all his allies back him. Defend him. During President Trump's campaign, he gave clear instructions on these plans. Some 4 the citizens. Some financial issues. Safety crisis as well. ?? & ?? Thought he, President Donald Trump, was playing games. Guess what he gave grace but wasn't lying. Canadians spokesperson, clean up in-house 1st. U should be out. Where is the, newly elect??????. Message 4 the newbie. He's not playing pls recognize.?? Certain games shouldn't be played. If ? ? get turned off, then u playing the wrong games. ⛽️ about damn time u turn off the tap or sell it 4 ? . Just giving away 4 free??♂️??♂️??♂️ ?? joying cheat Fuel laughing at us. Shut the Fuel off or just a slow dripp ? That Keystone Canadian contribution section should be 4 years ahead of the ??. Just overall bad planning on Both ?? and ?? The rest of the world is getting tariffs as well. We up 1st ? Sorry spokesperson JT do some real work finally. Enough with ur gums, IT'S NOT u. Sekkle urself. 4 years to stop a war???Maybe them 2 can't do no good in the ? of the past!!! WAR GAMES are almost OVER.??
Urges Canadian leadership to take specific actions (clean house, shut off fuel/resources) while supporting Trump's agenda.
@JWorm416
Mar 4, 2025
Let's cut off ALL POWER, to the US for 24 hours! We'll see how that ASSHOLES' Country survives!!
Let's cut off ALL POWER, to the US for 24 hours! We'll see how that ASSHOLES' Country survives!!
Proposes a punitive action against the US while using inflammatory language to express hostility and threat.
@PatGolik
Mar 4, 2025
Very good apeed it up get out
Very good apeed it up get out
Urges acceleration of deportations with imperative language, though phrasing is unclear and potentially contains typos.
Call to Action
0.70
scottrichardson2352
Dec 25, 2025
Sell your gas and oil to Europe in euros and leave the Donald to suck wind.
Sell your gas and oil to Europe in euros and leave the Donald to suck wind.
Urges Canada to take specific economic action (sell gas/oil to Europe) independent from US.
Call to Action
0.70
@Barnetbobby
Mar 4, 2025
Canada just Biatch slap ? communist TRMP wow ? no shame USA has fallen ?get rid of TRMP! now! congress! Remove TRMP NOW!!!!
Canada just Biatch slap ? communist TRMP wow ? no shame USA has fallen ?get rid of TRMP! now! congress! Remove TRMP NOW!!!!
Urgent calls to remove Trump from office, mixed with nationalist framing and political urgency.
@DJHONEYLAND
Mar 4, 2025
Talk Trudeau!
Talk Trudeau!
Brief exhortation to 'Talk Trudeau,' likely urging discussion or action regarding the Prime Minister.
Call to Action
0.70
@deborahzellner4848
Mar 4, 2025
Let's see until when Fox news, influencers,politics and Trump supporters will keep dancing with the devil, and not understanding what Trump is truly about
Let's see until when Fox news, influencers,politics and Trump supporters will keep dancing with the devil, and not understanding what Trump is truly about
Urges others to recognize Trump's true nature and stop supporting him, framed as a moral awakening.
@thunderbirdmcfly8657
Mar 4, 2025
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
they wont see a dime of my money, never
they wont see a dime of my money, never
Expresses refusal to financially support (implied boycott) based on perceived national identity or values conflict.
RC-bu4qb
Dec 9, 2025
It doesn’t make sense not my President invoke amendment 25 ?
It doesn’t make sense not my President invoke amendment 25 ?
Calls for invocation of constitutional amendment (25th) against current president, framed as policy action.
@georgettewatkins4454
Mar 4, 2025
Let’s go!!! Go get em Trump!!
Let’s go!!! Go get em Trump!!
Commenter uses encouragement language to rally support for Trump, though context suggests this may be off-topic to Canadian immigration.
Call to Action
0.70
@bm7707
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
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
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
Every tool? SHUT OFF THEIR POWER AND OIL!!!!
Every tool? SHUT OFF THEIR POWER AND OIL!!!!
Urges aggressive action (cutting power/oil) framed as response to perceived threat, combining activism with alarmism.
@heatherbashow1995
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 be holding our relationship with Canada to the highest priorities
We should be holding our relationship with Canada to the highest priorities
Urges prioritization of Canada-US relations as a policy imperative.
@MickeyMousin78
Mar 4, 2025
Go away already!!
Go away already!!
Brief dismissive statement urging someone (likely Trudeau) to leave office.
Call to Action
0.70
@Thewiseone1993
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)