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
good one tyler expose these traitorus liberal gov scumbags destroying canada
good one tyler expose these traitorus liberal gov scumbags destroying canada
Urges exposure of government as 'scumbags' while framing immigration policy as destructive, implicitly calling for political action.
robertalvorson8410
Jan 29, 2026
Bike guy for pm
Bike guy for pm
Endorsement calling for a specific person ('Bike guy') to become Prime Minister, urging political support.
Call to Action
0.75
Pinto-w8h
Jan 29, 2026
We definitely understand what’s coming down the pipe that’s why we here are fighting against injustice
We definitely understand what’s coming down the pipe that’s why we here are fighting against injustice
Expresses commitment to fighting against perceived injustice, framing it as a moral imperative and implicitly urging collective action.
@RochelleGriggs-b6p
Mar 4, 2025
Yes DUMB DONALD!! If I'm a Canadian, I'm not buying any thing made in AMERICA PERIOD!!!
Yes DUMB DONALD!! If I'm a Canadian, I'm not buying any thing made in AMERICA PERIOD!!!
Urges boycott of American products as a response to Trump, framed through Canadian identity assertion.
@byronstansberry1638
Mar 4, 2025
Let them Leave
Let them Leave
Brief statement urging departure of immigrants or immigration programs, functioning as a directive statement.
Call to Action
0.75
JohnDera-i3s
Apr 14, 2025
Let’s hear it for a global universal language that all nations adopt as either a primary or secondary language that is taught to everyone.
Let’s hear it for a global universal language that all nations adopt as either a primary or secondary language that is taught to everyone.
Proposes a solution (universal language adoption) framed as an appeal to support a policy idea, though somewhat tangential to immigration debate.
Call to Action
0.75
faithm2535
Aug 24, 2025
And then Canada voted the Liberals back into power again. Next level stupid.
And then Canada voted the Liberals back into power again. Next level stupid.
Criticizes voters for re-electing the Liberals, implicitly urging different political choices in future.
HandsomeFraz
Jun 16, 2025
Trudeau should be in jail for a long time for the crap he pulled.
Trudeau should be in jail for a long time for the crap he pulled.
Calls for legal action against a political figure, framing it as a moral imperative based on alleged wrongdoing.
chrmartube
Jun 21, 2025
No one is willing to stand up to Trump in the United States. He has surrounded himself with yes men who pander to his every whim. How can we let this destruction go on for …
No one is willing to stand up to Trump in the United States. He has surrounded himself with yes men who pander to his every whim. How can we let this destruction go on for another four years!?
Expresses alarm about political situation and implicitly calls for resistance or action against perceived destruction.
@PatS-h4r
Mar 5, 2025
Two idiots are driving that world into the abyss, and no one is even trying to stop them. People have become lazy cowards
Two idiots are driving that world into the abyss, and no one is even trying to stop them. People have become lazy cowards
Criticizes leadership and implicitly urges public action ('no one is even trying to stop them'), framed as moral failure.
@Irondildo
Mar 4, 2025
Dr Mr Trump, Americans want a good relationship with Canada. Not Russia. Please think about what your doing. Every move of yours doesnt need to be radically bold and outlandish.
Dr Mr Trump, Americans want a good relationship with Canada. Not Russia. Please think about what your doing. Every move of yours doesnt need to be radically bold and outlandish.
Direct appeal to Trump to reconsider his approach and prioritize US-Canada relations over radical actions.
@robertcummings4083
Mar 5, 2025
Fyou TRUMP here FROM NY and NJ impeach the sexual offender
Fyou TRUMP here FROM NY and NJ impeach the sexual offender
Expresses a call to impeach Trump while asserting regional identity (NY/NJ), though the comment is off-topic for Canadian immigration.
@Irene-f8o7y
Mar 5, 2025
Canada needs Pierre Poilievre more than ever now.
Canada needs Pierre Poilievre more than ever now.
Advocates for a specific political figure (Pierre Poilievre) as a solution, framing it as a national need.
@riderofthewhitehorse8879
Mar 5, 2025
It would BEHOOVE ALL people in Canada to drop Trudeau and hop on the American Gravy Train, or don't and miss a very big opportunity. Trust Ol Sarge.\n-Combat Vet
It would BEHOOVE ALL people in Canada to drop Trudeau and hop on the American Gravy Train, or don't and miss a very big opportunity. Trust Ol Sarge.\n-Combat Vet
Urges Canadians to abandon Trudeau and align with the US; frames this as a choice between two paths with consequences.
@mikeh3084
Mar 5, 2025
Canada, Mexico and China should work together open up trade and by pass US control and abuse.
Canada, Mexico and China should work together open up trade and by pass US control and abuse.
Urges Canada, Mexico, and China to take collective action to counter US influence through trade cooperation.
@passby8070
Mar 5, 2025
Drop the USD as the global reserve currency and trade in EUROS. This move will not allow USA to print USD non stop with out devaluing the USD
Drop the USD as the global reserve currency and trade in EUROS. This move will not allow USA to print USD non stop with out devaluing the USD
Proposes a specific action (switching to EUROS) to counter US economic dominance, framed as economic strategy and policy recommendation.
@artempopov3913
Mar 5, 2025
Canada and us Democrats, it's time to stop being so polite!
Canada and us Democrats, it's time to stop being so polite!
Urges Canada and Democrats to abandon politeness, framing it as a call for more assertive action with implicit moral urgency.
@JaneFendelmanMC
Mar 4, 2025
They have chosen to undermine the the ties between and among , canada should respond 25 percent tariff on all consumers of usa product
They have chosen to undermine the the ties between and among , canada should respond 25 percent tariff on all consumers of usa product
Proposes specific retaliatory tariff policy as a response to perceived US undermining, framed as a call for government action.
@abrehambarnabas9200
Mar 4, 2025
Charge 300% tariff on Canadian Lumber!!!!
Charge 300% tariff on Canadian Lumber!!!!
Demands a specific policy action (tariff) with emphatic language, though it's unclear if directed at government or expressing a position.
Call to Action
0.75
@verru1998
Mar 4, 2025
SHUT UP TRUDEAU!!! WE DO NOT SUPPORT YOU A THEIF
SHUT UP TRUDEAU!!! WE DO NOT SUPPORT YOU A THEIF
Demands Trudeau stop speaking and asserts lack of public support, combining a direct call to action with accusation of theft (policy critique).
@harleyrider9923
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)