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
is the 77 million people still trust him? Lets make America singe again.
is the 77 million people still trust him? Lets make America singe again.
Questions public trust in a leader and calls for political change ('Make America singe again'), framed as a rallying statement.
@mayfirst318
Mar 4, 2025
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
I wish there was a way to undo DT’s election as president
I wish there was a way to undo DT’s election as president
Expresses a wish/desire for action (undoing an election), functioning as an implicit call for political change.
Call to Action
0.70
@m2gautam
Mar 4, 2025
Send this to the Donald war with Canada is going to happen.
Send this to the Donald war with Canada is going to happen.
Appears to reference a political figure and suggests escalation to conflict, combining alarmism with a call to action.
jimplimkin4026
Jan 28, 2026
Not all are bad news Please do an amish video,
Not all are bad news Please do an amish video,
Request for the creator to produce content on a different topic (Amish video), framed as constructive suggestion.
fentor-q3u
Jan 27, 2026
How about F DEPORT? Smh. 🤪🤪
How about F DEPORT? Smh. 🤪🤪
Advocates for deportation with dismissive tone and emoji, combining direct action demand with sarcastic framing.
mztwixed
Aug 26, 2025
I cut off the electricity off to the USA and see how much the people who voted for old donny likes not have electricity in the north east they better buy up wood stoves
I cut off the electricity off to the USA and see how much the people who voted for old donny likes not have electricity in the north east they better buy up wood stoves
Sarcastically threatens to cut electricity to the US while implicitly urging resistance to Trump voters' interests.
@lindaowens933
Mar 4, 2025
ZERO POWER.\nZERO FUEL.\nOR ZERO VOTES\n...PERIOD...
ZERO POWER.\nZERO FUEL.\nOR ZERO VOTES\n...PERIOD...
Cryptic call for political action through voting or removal of power, though phrasing is unclear and potentially coded.
Call to Action
0.70
@skooool
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
Remigration
Remigration
Single-word reference to remigration policy advocacy, implicitly calling for action to remove immigrants.
a848ffge
Sep 20, 2025
Annex Canada.
Annex Canada.
Cryptic statement 'Annex Canada' appears to be a call for political action, though meaning is ambiguous.
Call to Action
0.70
woollygoat8921
Jan 28, 2026
Let's cut off ALL POWER, to the US for 24 hours! We'll see how that ASSHOLES' Country survives!!
Let's cut off ALL POWER, to the US for 24 hours! We'll see how that ASSHOLES' Country survives!!
Proposes a punitive action against the US while using inflammatory language to express hostility and threat.
@PatGolik
Mar 4, 2025
Very good apeed it up get out
Very good apeed it up get out
Urges acceleration of deportations with imperative language, though phrasing is unclear and potentially contains typos.
Call to Action
0.70
scottrichardson2352
Dec 25, 2025
Lets vote again...emergency situation.. and let's count all the votes...and reinstate those falsely thrown off thevoter rolls (think racist Georgia etc.
Lets vote again...emergency situation.. and let's count all the votes...and reinstate those falsely thrown off thevoter rolls (think racist Georgia etc.
Urges voting and vote recounting while making unverified claims about voter roll purges, mixing actionable demands with factual assertions.
@Aditiji108
Mar 4, 2025
WE BLAME TRUMP and nobody else!!!
WE BLAME TRUMP and nobody else!!!
Emphatic statement assigning blame to Trump, implicitly urging others to recognize and hold him accountable.
@charrio2
Mar 4, 2025
REMIGRATION
REMIGRATION
Single-word call for remigration (forced return of immigrants), implying demographic threat.
swordofthelord7104
Jan 27, 2026
Help us. Blue state here.
Help us. Blue state here.
Plea for help framed as a call for action or intervention from others.
Call to Action
0.70
@Ibdaasmuasvaaj
Mar 4, 2025
Just hit our country HARD! Trump needs to learn a hard lesson!
Just hit our country HARD! Trump needs to learn a hard lesson!
Urging confrontation or punishment ('hit hard,' 'learn a hard lesson') against a political opponent.
@Stevenimich
Mar 4, 2025
Be careful what you vote for; you just might get it. Thanks, Cult 45, the Red Hat Army. You are the ones to blame. Everyone saw it, except those drunk on Cult 45.
Be careful what you vote for; you just might get it. Thanks, Cult 45, the Red Hat Army. You are the ones to blame. Everyone saw it, except those drunk on Cult 45.
Warns voters about consequences of their choices and blames a political group, with implicit call for accountability.
@JeramieCurtice
Mar 4, 2025
Push good people too far, and find out. PGPFO!
Push good people too far, and find out. PGPFO!
Cryptic warning urging action ('Push good people too far, and find out'), appears to be a call for resistance or mobilization.
Call to Action
0.70
@lulufulu4867
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)