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
Just them out !!!!!!
Just them out !!!!!!
Fragmented demand to remove immigrants ('Just them out'), functioning as a direct call to action despite unclear grammar.
Call to Action
0.70
padimills1494
Apr 15, 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
Just about time👍🏻
Just about time👍🏻
The thumbs-up emoji and 'about time' suggest approval and implicit support for action on immigration policy.
Call to Action
0.70
MARIPILIPM
Apr 17, 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
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
We need trumph
We need trumph
Advocates for Trump-style leadership as a solution to Canada's immigration issues.
IEluca
Aug 30, 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
Unfortunately those that did not vote Trump will be collateral damage but when someone is too proud and arrogant you can’t tell them anything… they have to be humbled by their choices... One thing I …
Unfortunately those that did not vote Trump will be collateral damage but when someone is too proud and arrogant you can’t tell them anything… they have to be humbled by their choices... One thing I learned is ppl have to burn to learn in the country. It’s best for all Trump voter to feel the impact of the choice they made since they hate facts let them experience the truth.
Urges Trump voters to experience consequences of their choice and frames this as a learning mechanism, combining moral judgment with implicit action-oriented messaging.
@flo4546
Mar 4, 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
Every tool? SHUT OFF THEIR POWER AND OIL!!!!
Every tool? SHUT OFF THEIR POWER AND OIL!!!!
Urges aggressive action (cutting power/oil) framed as response to perceived threat, combining activism with alarmism.
@heatherbashow1995
Mar 4, 2025
Millions must go.
Millions must go.
Calls for mass deportation or removal of immigrants, combining alarmist sentiment with an implicit demand for action.
@duceizwild
Feb 19, 2026
Thanks,Trudeau!
Thanks,Trudeau!
Sarcastic blame directed at Trudeau, implicitly calling for political change or accountability.
@billshogun7068
Feb 19, 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
I haven’t watched the video, it would just make me angry. Canadians are so f..king slow and stupid, it is pitiful. No one to blame, other than themselves. You allow and continue to allow your …
I haven’t watched the video, it would just make me angry. Canadians are so f..king slow and stupid, it is pitiful. No one to blame, other than themselves. You allow and continue to allow your Government to screw you, destroy Canada, and make Canada the national joke on the World stage. Talk about a lesson in self destruction, just look at the people you interview, they are all weak, Liberal pushovers. And now in pure Canadian tradition, they whine and complain.
Expresses frustration with Canadian government and citizens, implicitly calling for political change while using derogatory language about Canadians.
beemer1111
Sep 19, 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
Trump is the Enemy within! Our only Hope is Vigilantes taking him out!
Trump is the Enemy within! Our only Hope is Vigilantes taking him out!
Frames Trump as an existential threat and implicitly calls for vigilante action, mixing fear-based rhetoric with advocacy.
@Solitarywtch
Mar 4, 2025
Liberals voted for this clowns 🤡
Liberals voted for this clowns 🤡
Urges rejection of Liberal politicians, framing them as responsible for immigration policy.
mAx87iStar
Sep 22, 2025
Remigration
Remigration
Single-word reference to remigration policy advocacy, implicitly calling for action to remove immigrants.
a848ffge
Sep 20, 2025
Let’s go!!! Go get em Trump!!
Let’s go!!! Go get em Trump!!
Commenter uses encouragement language to rally support for Trump, though context suggests this may be off-topic to Canadian immigration.
Call to Action
0.70
@bm7707
Mar 4, 2025
Trump isn't smart. He is a criminal. Thanks for stroking Trumps ego. Can you guys arrest our President because no one has ball over here to do it? He's broken our US Constitution.
Trump isn't smart. He is a criminal. Thanks for stroking Trumps ego. Can you guys arrest our President because no one has ball over here to do it? He's broken our US Constitution.
Calls for arrest of the President for constitutional violations, urging action while criticizing Trump's character and competence.
@beeg693
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)