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
You quit your job.\nNow go away.
You quit your job.\nNow go away.
Commenter demands the PM leave office, framing resignation as the appropriate action to take.
@garychernugal8583
Mar 4, 2025
Now are there Americans clever enough to listen, that's the question!!
Now are there Americans clever enough to listen, that's the question!!
Urges Americans to listen/pay attention, implying a call for awareness or action on the issue.
@davidbosquette6604
Mar 4, 2025
Deport all of them!😂
Deport all of them!😂
The comment calls for deportation with a laughing emoji, mixing a direct policy demand with sarcastic tone.
SteveConrad-l9j
Feb 23, 2026
These countries should tariff red states only…
These countries should tariff red states only…
Proposes a specific policy action (targeted tariffs) as a response to political divisions.
Call to Action
0.70
@briang2566
Mar 4, 2025
I pray the idiots that voted for Dumpy are listening, you will be effected ?
I pray the idiots that voted for Dumpy are listening, you will be effected ?
Urges voters who supported Trump to recognize negative consequences, combining a call for awareness with moral judgment about electoral choices.
@adriehunn9656
Mar 4, 2025
Good good keep it going, why stop there.
Good good keep it going, why stop there.
Vague encouragement to continue some action, likely deportations, framed as a call to escalate.
Call to Action
0.70
Girthmasterflexing
Dec 27, 2025
IM CALLING ICE
IM CALLING ICE
Appears to be a call to report to immigration enforcement (ICE), expressing alarm about the video's content.
YuzeFMC
Jan 28, 2026
Canada sell your products to others countries. Stop complaining and do something about it.
Canada sell your products to others countries. Stop complaining and do something about it.
Urges Canada to take action (sell to other countries, stop complaining) rather than accept current policy approach.
@JimC-c1e
Mar 4, 2025
Go to Alberta please
Go to Alberta please
Urges the creator to visit Alberta, likely to document immigration issues there.
Call to Action
0.70
gaspasser
Jan 27, 2026
Trudeau you’re finished bye bye
Trudeau you’re finished bye bye
Dismissive statement urging departure of political figure, functioning as a call for political change.
Call to Action
0.70
@julietcopeland5230
Mar 5, 2025
#STANDCAN #FckTRUMP
#STANDCAN #FckTRUMP
Hashtag-based call to support Canada and opposition to Trump, with potential satirical tone in the hashtag format.
@MettaYetta
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
Trump has to come up on treason charges
Trump has to come up on treason charges
Calls for legal action (treason charges) against Trump, framed as a moral imperative.
@jeraldjones7213
Mar 4, 2025
Europe, we're going to need your help!! ????
Europe, we're going to need your help!! ????
Appeals for European assistance with urgent tone and emoji, suggesting crisis or threat requiring external help.
@taylorelzinga2292
Mar 4, 2025
Tyler come to Niagara Falls
Tyler come to Niagara Falls
A direct invitation or suggestion for someone named Tyler to visit a specific location.
Call to Action
0.70
Theaibandit
Jan 27, 2026
Investigate ICE
Investigate ICE
Calls for investigation of ICE (Immigration and Customs Enforcement), urging action on immigration enforcement matters.
Call to Action
0.70
thierrymanuel4549
Feb 19, 2026
Canada hurry up
Canada hurry up
Urgent exhortation for Canada to take action, though vague about what action is needed.
Call to Action
0.70
@markwilson9556
Mar 4, 2025
Get them out.
Get them out.
Brief demand for deportation of immigrants, expressing both a call to action and underlying threat/fear sentiment.
EC-WoW
Feb 24, 2026
Leaders of.the world.unite and STOP.the nazi Bully,before is to.late!
Leaders of.the world.unite and STOP.the nazi Bully,before is to.late!
Urges world leaders to unite against a perceived threat (using 'nazi' and 'bully' language), combining alarmism with a call for collective action.
@nicknigro9671
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
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)