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
Clear your minds, wipe your mental slates clean, because as nice as it is to clutch our pearls and tsk-tsk about what this gov is doing, they're not listening to one word of what we're …
Clear your minds, wipe your mental slates clean, because as nice as it is to clutch our pearls and tsk-tsk about what this gov is doing, they're not listening to one word of what we're saying. Not ... one ... word. Their agenda isn't affected by your little concerns about the economy or jobs or immigration or how much youre struggling. It must be exhausting for the liberals to even have to do their performance theatre in the HOC. Ugh, you little people. Anyway, they will carry on with the charade until unquestionable power is achieved, and good luck to all of us in prying them out. Adrienne, Brian, Lorrie, you endlessly chat about the issues as if you think you can bring reason to whats happening if only they'd listen. Just stop it, really. With complete respect to all of you, do you think you change anything in this commentary? Youre all great, but we're in a paradigm rut on how to view this government and frankly, all governments. Perhaps we should all personally step back for a period and examine exactly what it is we're doing and start looking for solid, out-of-the-box solutions, because using 19th century political tools for affecting change just doesn't work anymore. Finally, this might be hard to wrap our heads around, but we are all part of the problem in some way. If you have the faculty to do so, ask yourself if you work for or support entities that ultimately support the very system oppressing you. Be smarter out there, everyone.
Urges commenters and viewers to stop conventional political engagement and seek systemic solutions, while critiquing the video's approach.
greytogray6070
Feb 27, 2026
Take note, Jeffiers Democratic Speaker of the House. Take note of PM Justin's Speech to the people. This is how it is done.
Take note, Jeffiers Democratic Speaker of the House. Take note of PM Justin's Speech to the people. This is how it is done.
Urging others (specifically a US political figure) to observe and learn from the PM's approach to communication.
@hfeula
Mar 4, 2025
Canada set up a “go fund me” to fight Trump and MAGA. People around the world will donate. Trump is despised.
Canada set up a “go fund me” to fight Trump and MAGA. People around the world will donate. Trump is despised.
Proposes fundraising action against Trump while asserting global opposition to him.
@rogerg3986
Mar 4, 2025
Carry on MR. PRESIDENT. With God speed.
Carry on MR. PRESIDENT. With God speed.
Urges continued support and action ('Carry on') toward a political figure with religious invocation for momentum.
Call to Action
0.75
@charlenajean1401
Mar 4, 2025
SHUT THE POWER OFF
SHUT THE POWER OFF
Imperative statement urging action, though cryptic in meaning, appears to be a call to take some form of action.
Call to Action
0.75
@Ryann-f2c
Mar 4, 2025
GET OUT ALBERTA
GET OUT ALBERTA
Imperative statement urging people to leave Alberta, likely in response to immigration policy.
Call to Action
0.75
SteveRoeSroe
Feb 27, 2026
If all the Nations Trump is insulting These weeks get rid of American Social Media and Software that would be very Hard on Both sides but a nail in the coffin for the US
If all the Nations Trump is insulting These weeks get rid of American Social Media and Software that would be very Hard on Both sides but a nail in the coffin for the US
Urges nations to collectively boycott American technology and social media as economic retaliation, framing international relations competitively.
@teekanne15
Mar 4, 2025
He should be the US PRESIDENT
He should be the US PRESIDENT
Advocates for a specific political outcome (making someone US president), implicitly urging support.
@giacomotognoni9865
Mar 4, 2025
I wish he is the president of the us
I wish he is the president of the us
Expresses a wish for political change, implicitly urging support for an alternative leader.
Call to Action
0.75
@michiyonakatani9143
Mar 4, 2025
I did Not vote for that idiot!!!
I did Not vote for that idiot!!!
Expresses political opposition and implicitly urges others to reject the referenced leader, though the call-to-action is implicit rather than explicit.
Call to Action
0.75
@patriciatramel2621
Mar 4, 2025
only 55%? lets step that up to 100%
only 55%? lets step that up to 100%
Appears to advocate for increasing a restrictive immigration metric from 55% to 100%, using elliptical language that suggests a call for more extreme action.
FrankDiscussion-y1o
Feb 4, 2026
the only thing that makes sense is trumps taking orders from putin . time to drag the traitor out of the Whitehouse NOW !
the only thing that makes sense is trumps taking orders from putin . time to drag the traitor out of the Whitehouse NOW !
Primarily urges action ('drag the traitor out') with an unsubstantiated conspiracy claim about Putin influence, though the comment appears off-topic to Canadian immigration.
@Tom-dm9oh
Mar 4, 2025
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
Now do a "investigative journalism" on whyte invasi()n in Canada and where are the original Canadians .
Now do a "investigative journalism" on whyte invasi()n in Canada and where are the original Canadians .
Sarcastically calls for investigative journalism on European immigration while asserting indigenous identity claims.
Dev-qs2yb
Jan 27, 2026
Maybe people in the United States should educate themselves on basic economics before they cast a vote. Better yet, increase your vocabulary so you know definitions of buzzwords like “tariff”.
Maybe people in the United States should educate themselves on basic economics before they cast a vote. Better yet, increase your vocabulary so you know definitions of buzzwords like “tariff”.
Urges voters to educate themselves on economics and policy terminology before voting, combining critique with implicit call for informed participation.
@CS-zz2bf
Mar 4, 2025
Fuck around and find out Trudeau!
Fuck around and find out Trudeau!
Provocative phrase urging confrontation or consequences for Trudeau, functioning as a call to action.
Call to Action
0.75
@larrysix2004
Mar 4, 2025
Join the Dominion Society. Re-Migration now!!!
Join the Dominion Society. Re-Migration now!!!
Urges others to join an organization and adopt a political position ('Re-Migration'), combining recruitment with identity-based framing.
Teadrinker-ox3pz
Feb 7, 2026
How do we stop the fuhrer?? I truly do not know, and obviously the Republicans can't get their brown noses out of..........So as their spines crumble, and their noses grow longer, THEY will only repeat …
How do we stop the fuhrer?? I truly do not know, and obviously the Republicans can't get their brown noses out of..........So as their spines crumble, and their noses grow longer, THEY will only repeat the fuhrer's tired bigoted words over and over and nauseum. So...what do we DO?
Urgent plea for action against Trump administration, framed with alarmist language and moral concern.
@SharonSnow-k1q
Mar 4, 2025
I’ve sent this to my local Quebec police
I’ve sent this to my local Quebec police
Commenter reports taking action by sending the video to local police, indicating mobilization.
Call to Action
0.75
lilhauss4053
Feb 8, 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)