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
Cut the power please
Cut the power please
Brief directive urging a specific action (cutting power), though context is unclear.
Call to Action
0.70
@samuelstringfellow2847
Mar 4, 2025
This is what's needed to get rid of that Nano-Plastic Oil Brain! Once & for all!!! <3 Y'all for doing this!!! From now on a president should have to go through certain cognitive tests including: …
This is what's needed to get rid of that Nano-Plastic Oil Brain! Once & for all!!! <3 Y'all for doing this!!! From now on a president should have to go through certain cognitive tests including: a nano plastic count, cte/mri & catscans & pineal gland calcification assessment(just to name a few). There are much more who side with you Canada then ya might think ;) Namaste <3
Urges support for cognitive testing requirements for presidents while expressing health-based threat concerns about current leadership.
@nanoplasticoilbrain
Mar 4, 2025
All you stupid people (on the news)talking about how bad it is, but you won't admit that you vored him in!! Rich entitled morons
All you stupid people (on the news)talking about how bad it is, but you won't admit that you vored him in!! Rich entitled morons
Accusatory call for accountability directed at media and voters who supported Trump.
@mego5078
Mar 4, 2025
Brampton should be a priority
Brampton should be a priority
Advocates prioritizing a specific city (Brampton) for enforcement action, though brief and context-dependent.
Call to Action
0.70
ToonieCollector
Dec 24, 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
then leave.
then leave.
A terse directive urging departure, likely directed at immigrants or those supporting immigration.
Call to Action
0.70
tankian8829
Sep 19, 2025
Trump needs to be removed
Trump needs to be removed
Urges removal of a political figure, though off-topic to Canadian immigration discourse.
Call to Action
0.70
@Matt-qu5rt
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
BAD is BAD, either know what you are doing or get the hell out.
BAD is BAD, either know what you are doing or get the hell out.
Demands removal of incompetent officials, framed as an ultimatum.
freddimmick5874
Feb 26, 2026
Riot against trump
Riot against trump
Urges action (rioting) against Trump, though brief and context-dependent on the video content.
Call to Action
0.70
@Brickeater222
Mar 5, 2025
NO! Mister Prime Minister, Our President said no.
NO! Mister Prime Minister, Our President said no.
Appears to be urging the PM to follow the U.S. President's position, framed as a directive.
@domv7
Mar 4, 2025
Americans stop using Ukraine for your puppet war stop the war its not about pleasing Putin its about stopping a war that will lead to ww3 fk your pride stop the war yes Trump is …
Americans stop using Ukraine for your puppet war stop the war its not about pleasing Putin its about stopping a war that will lead to ww3 fk your pride stop the war yes Trump is trash he only think about americans thats why he suck
Urges Americans to stop a war and criticizes Trump, combining moral appeals about preventing conflict with demands for action.
@badstrangersl
Mar 4, 2025
Frumps gotta go ?
Frumps gotta go ?
Brief statement calling for Trump's removal, with informal tone suggesting light sarcasm or genuine plea.
@dayforit1750
Mar 4, 2025
FUCK CARNEY!!
FUCK CARNEY!!
Expresses strong opposition to a political figure (Carney) in an emphatic manner, implicitly urging rejection of their policies.
Call to Action
0.70
Gesù_è_salvatore
Jan 28, 2026
Maybe Trudeau should make himself available to be the next UN Secretary General.
Maybe Trudeau should make himself available to be the next UN Secretary General.
Suggests Trudeau pursue a specific political position, implicitly urging a course of action.
Call to Action
0.70
@ulricgordon8586
Mar 4, 2025
Canada needs its own ice. And hold past political figures accountable for the death of Canada.
Canada needs its own ice. And hold past political figures accountable for the death of Canada.
Calls for creating Canadian enforcement agency and holding politicians accountable, framed around existential threat to Canada.
jibjabhamers8177
Feb 18, 2026
You have to investigat the driver inc epidemic and all the dead related to it….
You have to investigat the driver inc epidemic and all the dead related to it….
Urges investigation into a specific epidemic and related deaths, combining a request for action with implicit concern about a public health threat.
atary099
Jan 27, 2026
Living in mtl... pls bust these mfers out !
Living in mtl... pls bust these mfers out !
Urges action ('bust these mfers out') with implied threat/removal language directed at a group in Montreal.
trxash3039
Jan 27, 2026
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
Timothy Hoth 2028
Timothy Hoth 2028
Brief statement appearing to encourage support for Timothy Hoth as a political candidate in 2028.
Call to Action
0.70
@TimothyHoth
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)