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
Yup we just don't go there anymore as many others there is whole world out there not just the USA and we not buying anything USA or goods or services period and I live in …
Yup we just don't go there anymore as many others there is whole world out there not just the USA and we not buying anything USA or goods or services period and I live in Canada so long USA
Urges others to avoid the USA and support Canada instead, with an assertion of Canadian identity and economic nationalism.
joestjames8781
Dec 8, 2025
Trump need to be stopped. This happens when one elects an idiot for president. The US citizens did not want this.
Trump need to be stopped. This happens when one elects an idiot for president. The US citizens did not want this.
Calls for Trump to be stopped and criticizes US voters for electing him, urging action against perceived political threat.
@leonardell-bon7104
Mar 4, 2025
Finally someone is doing something for this country
Finally someone is doing something for this country
Expresses approval for unspecified action being taken and implicitly urges continued or escalated action on immigration.
datoalavista581
Oct 1, 2025
Finally, someone trying to do something about this issue
Finally, someone trying to do something about this issue
Expresses approval of someone taking action on immigration issues, implicitly encouraging similar action.
JessiJohnson
Sep 30, 2025
Time clean up immigration Canada now fired people foreigners back home now hire candians people know how do their jobs now
Time clean up immigration Canada now fired people foreigners back home now hire candians people know how do their jobs now
Urges immediate action to reverse immigration policy by deporting foreign workers and prioritizing Canadian hiring, despite grammatical issues.
AlfredMajor-d1t
Dec 19, 2025
Wondering when the first impeachment action is started. May be sooner than later.
Wondering when the first impeachment action is started. May be sooner than later.
Commenter is suggesting/anticipating impeachment action, which implies a call for political accountability or action, though the phrasing is somewhat ambiguous.
Call to Action
0.72
@izerrandom12
Mar 4, 2025
Don’t travel, all this doesn’t worth the hassle
Don’t travel, all this doesn’t worth the hassle
Advises others not to travel, framed as a recommendation based on perceived hassle/difficulty.
originalk9111
Dec 10, 2025
Evel must be punished!
Evel must be punished!
Demands punishment of a named individual, though context is unclear; functions as call for accountability/action.
Call to Action
0.72
LiamWilson-j8y3b
Oct 11, 2025
100 percent tarrifs on India and Canada
100 percent tarrifs on India and Canada
Advocates for specific protectionist trade policy action (tariffs) against specific countries.
TimbòSlisë
Jan 27, 2026
Unreal. Liberals need to go!
Unreal. Liberals need to go!
Expresses disapproval of current government and implicitly urges political change, framing immigration issues as a reason for electoral action.
aliciadrake9316
Nov 2, 2025
We need to cut off oil and electricity to the US. Good luck to them. I will be happy to tighten my boot straps a little if it hurts Don the Convicted Psychopath.
We need to cut off oil and electricity to the US. Good luck to them. I will be happy to tighten my boot straps a little if it hurts Don the Convicted Psychopath.
Urges Canada to take economic action (cutting energy exports) against the US while expressing willingness to sacrifice.
@wendycanuck1019
Mar 4, 2025
Let’s make a video on — how native feels abt Eurofication?
Let’s make a video on — how native feels abt Eurofication?
Requests video content on indigenous perspectives while implying cultural displacement concerns.
Urnightmare-666
Feb 28, 2026
Shutdown the power grid its the only ,way to prove your point fast.\nThe power going off is the best act for Canada
Shutdown the power grid its the only ,way to prove your point fast.\nThe power going off is the best act for Canada
Urges extreme action (shutting down power grid) as a form of protest or demonstration, framed as a way to 'prove a point.'
@-randychasechase2660
Mar 4, 2025
Get trump out of office NOW. The republican party is dead and gone, replaced as the new American oligarchs .....headed by Elon musk.
Get trump out of office NOW. The republican party is dead and gone, replaced as the new American oligarchs .....headed by Elon musk.
Urgent demand for political action combined with unverified claims about oligarchy and corporate control.
@dlmcc1987
Mar 4, 2025
If you voted for Trump, you voted for this foolery.
If you voted for Trump, you voted for this foolery.
Implicitly urges accountability for Trump voters by linking their vote to negative consequences, functioning as a moral judgment and indirect call to reconsider political choices.
@TasteAndSeeBakeshop1
Mar 4, 2025
I cannot believe vassei if she lives in Canada, she knows this all the numbers were on the website, the government's own numbers, and all she does is argue. Please remove her from her position. …
I cannot believe vassei if she lives in Canada, she knows this all the numbers were on the website, the government's own numbers, and all she does is argue. Please remove her from her position. Might as well be carney up there
Demands removal of a government official based on disagreement with her position on immigration data.
dorwinanderson3824
Feb 28, 2026
Vassey your a discrace to Canada..
Vassey your a discrace to Canada..
Directly attacks a named individual (Vassey) as a disgrace to Canada, implicitly calling for rejection or removal.
annemorrison9922
Feb 25, 2026
Closet friend with friends like this dip ? we definitely don't need enemies we do like the Canadian people but it's time for this guy to go
Closet friend with friends like this dip ? we definitely don't need enemies we do like the Canadian people but it's time for this guy to go
Expresses disapproval of current leadership and implicitly urges removal from office while expressing support for Canadian people.
@leecrump9404
Mar 4, 2025
honestley just let both sides make a agreement so that the both sides can be happy about this brampton city. thats my solution thanks
honestley just let both sides make a agreement so that the both sides can be happy about this brampton city. thats my solution thanks
Proposes compromise solution to a local dispute, urging both sides to reach agreement for mutual satisfaction.
NirggashitioTakashiMann
Jan 29, 2026
?where the maga at to defend they president's actions??
?where the maga at to defend they president's actions??
Challenges Trump supporters to defend his actions, implicitly calling them to engage in debate.
@vitotntceo
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)