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
????? Get Bent Idiots!!! Trudeau Has Got To Go!!!!!!!!
????? Get Bent Idiots!!! Trudeau Has Got To Go!!!!!!!!
Expresses dismissal and calls for political change through demands that a leader resign.
@Diamondbackf1
Mar 5, 2025
Canazuela needs liberation! MCGA !
Canazuela needs liberation! MCGA !
Uses satirical language ('Canazuela') to call for political action, blending mockery with an implicit political message.
Marc-vp9cs
Jan 28, 2026
Send them back asap boo hoo 😅😅😅
Send them back asap boo hoo 😅😅😅
Calls for deportation of immigrants with dismissive tone and emojis suggesting sarcastic or mocking intent.
David-g4u3e
Jan 26, 2026
Well said..thank you I hope everyone is listening…..especially fox entertainment
Well said..thank you I hope everyone is listening…..especially fox entertainment
Commenter affirms the video's message and urges specific audiences (Fox viewers) to listen, functioning as a call to attention.
@JodyArchuleta
Mar 4, 2025
usa, canada, australia: open your eyes and kick the garbage out.
usa, canada, australia: open your eyes and kick the garbage out.
Urges multiple countries to take action ('kick the garbage out'), using dehumanizing language toward immigrants.
julioc.7760
Jan 27, 2026
Check out Kipling and Dixon next, the Somali community there…….The White Buildings
Check out Kipling and Dixon next, the Somali community there…….The White Buildings
Commenter requests coverage of specific communities and locations, urging the creator to examine other areas for comparison.
TheSteelCanadian
Jan 27, 2026
Pls do the Chinese community in NY
Pls do the Chinese community in NY
Commenter requests the content creator produce similar content about another ethnic community.
Call to Action
0.75
UFC--ty3mt
Jan 27, 2026
Voting has consequences.
Voting has consequences.
Brief statement emphasizing importance of voting as a consequential action, implying voters should act accordingly.
Call to Action
0.75
colinjack985
Jan 20, 2026
DEMOLISH WEF, WHO, UN & EU ORGANIZATIONS. THEY ALL PLAY A ROLL IN DESTROYING OUR NATIONS. DEMOLISH THEM! TAKE THEIR RIGHTS AWAY! NOW! RIOT DO SOMETHING.
DEMOLISH WEF, WHO, UN & EU ORGANIZATIONS. THEY ALL PLAY A ROLL IN DESTROYING OUR NATIONS. DEMOLISH THEM! TAKE THEIR RIGHTS AWAY! NOW! RIOT DO SOMETHING.
Calls for dismantling international organizations and violent action, framed as response to unsubstantiated claims about nation destruction.
bbxo.98.2
Nov 21, 2025
Do whatever you can to minimize your tax contributions.
Do whatever you can to minimize your tax contributions.
Urges others to take specific action (minimize tax contributions) as a form of protest or resistance.
Call to Action
0.75
ArmandVandal
Nov 20, 2025
why not deport all of them back?
why not deport all of them back?
Rhetorical question proposing mass deportation as a solution, functioning as a call for restrictive action.
oxeley
Jan 18, 2026
Tyler coming to canada?! Come to the east coast... lots of topics you could do there! Homeless, drugs, imigrarion, IRVING, crime, lack of policing from the police.... the list goes on.
Tyler coming to canada?! Come to the east coast... lots of topics you could do there! Homeless, drugs, imigrarion, IRVING, crime, lack of policing from the police.... the list goes on.
Urges the video creator (Tyler) to visit the east coast and cover specific social issues including immigration.
Call to Action
0.75
lkmgdj
Jan 27, 2026
START KNOCKING ON DOORS...
START KNOCKING ON DOORS...
Cryptic call to action urging enforcement action, likely referring to immigration enforcement or deportation.
Call to Action
0.75
robertcolle2802
Jan 16, 2026
Too many questions, let’s just have an election 😊
Too many questions, let’s just have an election 😊
Suggests holding an election as a solution, with light sarcasm indicated by the emoji, framing it as an alternative to referendums.
@johnone6159
Feb 20, 2026
Canada needs its own version of ICE. An ICE that does its job but at the meantime doesn't go unchecked.
Canada needs its own version of ICE. An ICE that does its job but at the meantime doesn't go unchecked.
Advocates for creating a Canadian immigration enforcement agency modeled on U.S. ICE with accountability measures.
TedS--MCGA
Feb 21, 2026
Stay safe Tyler. You’ve been on a heater lately bro. Keep exposing these sub human scum
Stay safe Tyler. You’ve been on a heater lately bro. Keep exposing these sub human scum
Encourages the creator to continue 'exposing' while using dehumanizing language, combining support with inflammatory rhetoric.
WillNelson-u7p
Jan 27, 2026
@TylerOliveria stop being racist
@TylerOliveria stop being racist
Direct accusation and demand directed at another commenter to stop racist behavior.
MthobisiMeander-gc9tm
Jan 27, 2026
Canada needs to get rid of their politicians and put the bike guy in charge for a few years.
Canada needs to get rid of their politicians and put the bike guy in charge for a few years.
Calls for replacing current politicians with an alternative leader, combining political critique with a demand for action.
robd003
Jan 27, 2026
Not Complying. I Will Not Comply. No Complying.
Not Complying.
I Will Not Comply.
No Complying.
Repeated assertion of non-compliance appears to be a call for others to resist or refuse to comply with unspecified policies.
Call to Action
0.75
RaisedxFist
Jan 6, 2026
Libtards need to watch this
Libtards need to watch this
Uses partisan slur ('Libtards') and urges viewing, combining identity-based framing with a call to action.
elibonham4388
Jan 27, 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)