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
Deport and shut the doors so Canadians can be the beneficiaries of the taxes we are paying!!
Deport and shut the doors so Canadians can be the beneficiaries of the taxes we are paying!!
Demands deportation and border closure while invoking economic argument about tax benefits for citizens.
heatherbrown9127
Nov 9, 2025
Take off the word blistering so that my Trump-supporting family members will watch. It's important information for everyone to hear.
Take off the word blistering so that my Trump-supporting family members will watch. It's important information for everyone to hear.
Urges modification of messaging to persuade Trump supporters to engage with the content, framing it as important information dissemination.
Call to Action
0.85
@kerrilynvh4022
Mar 4, 2025
I made it a point to buy Canadian Whiskey today in support of Canada and will continue to do so.
I made it a point to buy Canadian Whiskey today in support of Canada and will continue to do so.
Explicit call for others to support Canada through consumer action (buying Canadian products) as a form of solidarity.
@cindydenning1502
Mar 4, 2025
I'm Danish - we have a big movement in Denmark to boycot American goods. The US has failed in so many ways. They will learn - perhaps to late - what the price is. In …
I'm Danish - we have a big movement in Denmark to boycot American goods. The US has failed in so many ways. They will learn - perhaps to late - what the price is. In the mean time I urge people around the world who supports Ukraine, Mexico, Canada and Europe - who supports the right to freedom - to buy goods from each other. Lets join together with Japan, Australia, South Korea etc - let's show the US that YES, they were important - yes they WERE the leaders of the free world - but they lost the right to that title the moment they selected Trump for president again. Let's show them what real bravery is and what real freedom is!
Combines personal identity (Danish), comparative framing (US vs. allies), and explicit calls for coordinated boycotts and international solidarity.
@linnea352
Mar 4, 2025
Defund cnn.
Defund cnn.
Direct imperative urging action against a media organization, though brief and off-topic to immigration.
Call to Action
0.85
@EvieTighti3
Mar 4, 2025
Nobody is talking about Donalds serious and extremely dangerous,progressive mental illness! Everything he is doing is symptomatic of this severe illness,yet he is treated with such respect by those,including the media,who are aware of his …
Nobody is talking about Donalds serious and extremely dangerous,progressive mental illness! Everything he is doing is symptomatic of this severe illness,yet he is treated with such respect by those,including the media,who are aware of his deteriorating condition... He SHOULD NOT be trusted with our nuclear codes!!! Remove him from office before it is too late!!!
Commenter makes a moral argument about unfitness for office but primarily urges removal from power, framed as urgent action needed.
@BLUEWATERTOO
Mar 4, 2025
WHO IS IMPEACHING THAT FOOL?
WHO IS IMPEACHING THAT FOOL?
Urges others to take specific political action (impeachment) against a political figure.
Call to Action
0.85
@latesathomas1804
Mar 4, 2025
Can we PLEASE!!! Do away with FOX news who has brainwashed a good part of my family and friends!
Can we PLEASE!!! Do away with FOX news who has brainwashed a good part of my family and friends!
Urgent plea for others to take action against Fox News, framed as a request for collective intervention.
Call to Action
0.85
@genezenner9198
Mar 4, 2025
Mass deportations. Sick of men in bicycles riding the side walks waiting for Uber orders, when they already get $250 per day from refugee fake claims.
Mass deportations. Sick of men in bicycles riding the side walks waiting for Uber orders, when they already get $250 per day from refugee fake claims.
Calls for mass deportations while making unsubstantiated claims about refugee fraud and economic dependency, combining action-oriented rhetoric with false accusations.
6530517
Feb 19, 2026
Immigration and Customs Enforcement should be done a long time ago
Immigration and Customs Enforcement should be done a long time ago
Calls for enforcement action to be prioritized, framing immigration enforcement as overdue.
checory
Feb 18, 2026
My american friends, we as Canadians are trying to get this clown out of office once there is an election
My american friends, we as Canadians are trying to get this clown out of office once there is an election
Commenter urges fellow Canadians to remove the current leader from office through electoral action, framed with national identity.
@East-rh6yx
Mar 4, 2025
Justin, you are a treasonous, lying, globalist PoS! I cant wait to vote your ass out in a couple months. No one believes your crappy acting.The charade is over.
Justin, you are a treasonous, lying, globalist PoS! I cant wait to vote your ass out in a couple months. No one believes your crappy acting.The charade is over.
Urges voting against Trudeau while attacking his character and credibility.
@outbound2explore119
Mar 4, 2025
Buy Canada only
Buy Canada only
Directive urging people to purchase Canadian products, a call to economic action.
Call to Action
0.85
@whippedcleanductservices1137
Mar 4, 2025
close all Canadian Borders Stop the flow of traffic
close all Canadian Borders Stop the flow of traffic
Direct demand to close borders and stop traffic flow, framed as urgent policy action.
@kevinjex7419
Mar 4, 2025
Hey Republicans of Congress, It's on you to fix this and everything else. Stop being cowards and do your jobs!
Hey Republicans of Congress, It's on you to fix this and everything else. Stop being cowards and do your jobs!
Direct exhortation to Republican Congress members to take action and fulfill their duties, framed as moral imperative.
@meowtotheworld4801
Mar 4, 2025
Well done Canada !!❤❤❤Start blocking usa trade and stop sending them energy, gas, and other basic resources.
Well done Canada !!❤❤❤Start blocking usa trade and stop sending them energy, gas, and other basic resources.
Commenter urges Canada to take specific economic actions (block trade, stop energy exports) as a form of support/solidarity against the US.
@viperine4577
Mar 4, 2025
Should have started deporting illegals on july 1st 1867
Should have started deporting illegals on july 1st 1867
Advocates for retroactive mass deportation as a policy position, framed as a historical correction.
ashtonpotts9787
Feb 18, 2026
The American people need to stand up and do something with this President.
The American people need to stand up and do something with this President.
Directly urges Americans to take action against the President, a clear mobilization appeal.
Call to Action
0.85
@kellykuczak636
Mar 4, 2025
Trump mask vance have to go , And that will only happen with people power ! Fight The Good Fight ?
Trump mask vance have to go , And that will only happen with people power ! Fight The Good Fight ?
Direct urging of collective action ('people power') to remove political figures, framed as a moral imperative.
Call to Action
0.85
@voodoo7953
Mar 4, 2025
Deport poopjeets 💩🕉️ save Canada 🐷🕉️
Deport poopjeets 💩🕉️ save Canada 🐷🕉️
Calls for deportation of a specific ethnic group using dehumanizing slurs, framing immigration as an existential threat.
randomdude58821
Feb 17, 2026
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)