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
Canada should start its own ICE team.
Canada should start its own ICE team.
Advocates for Canada to establish its own immigration enforcement agency similar to ICE.
@JuanRivera-wg8iv
Feb 20, 2026
stop refugees and international students .
stop refugees and international students .
Directly urges stopping refugees and international students, framed as a policy demand.
rishi505
Feb 20, 2026
Deport!!!!’
Deport!!!!’
Minimal statement urging deportation, functioning as a direct call for removal action against immigrants.
Jepayepasurssaf
Feb 18, 2026
That is what Trump has been warning us about. Time to act.
That is what Trump has been warning us about. Time to act.
References Trump's immigration warnings and urges action, framing Canada's situation through comparative international lens.
frankspragg5588
Feb 18, 2026
RESTORE BRITAIN PARTY go look it up and learn something and until that happens nothing else will fix anything
RESTORE BRITAIN PARTY go look it up and learn something and until that happens nothing else will fix anything
Urges others to research a political party and implies it's necessary for national change, with nationalist undertones.
trevismckeegan6299
Feb 17, 2026
You should publish the safe house so we can report it to the police
You should publish the safe house so we can report it to the police
Urges viewers to report a location mentioned in the video to police authorities.
Call to Action
0.78
Nocturna.
Jan 27, 2026
Bro...we need to stop letting people into this beautiful country.
Bro...we need to stop letting people into this beautiful country.
Urges restrictive immigration policy ('stop letting people in') framed as protective of the nation, with underlying anxiety about demographic change.
JGburneraccount
Jan 29, 2026
Get the f back to your country if your country is so great 😂
Get the f back to your country if your country is so great 😂
Tells immigrants to leave Canada if they prefer their home country, framed as a dismissive ultimatum with humor.
JayB11111
Jan 29, 2026
Trump should put a 100% tariff on Canada for immediate mass deportations.
Trump should put a 100% tariff on Canada for immediate mass deportations.
Comment advocates for specific punitive policy action (tariffs and mass deportations) directed at Canada, framing it as a solution to immigration.
Scooter2730
Jan 28, 2026
I can’t wait for Alberta to separate then we can kick out and deal with our own shit
I can’t wait for Alberta to separate then we can kick out and deal with our own shit
Expression of desire for provincial separation with intent to exclude immigrant populations, framed as autonomous action.
braydondavidson1421
Jan 29, 2026
Brampton needs to have a deportation center.
Brampton needs to have a deportation center.
Advocacy for establishing deportation infrastructure in a specific city, implying removal of immigrant populations.
harrisn3693
Jan 28, 2026
PLEASE LET TRUMP SEE THIS SO HE CANT FORCE CARNEY TOO DO SOMETHING ABOUT IT .
PLEASE LET TRUMP SEE THIS SO HE CANT FORCE CARNEY TOO DO SOMETHING ABOUT IT .
Urges external political figures to take action based on the video's content, with comparative reference to US politics.
tommycooper3292
Jan 27, 2026
Nothing will happen. Show this video to Trump. Maybe then something will happen.
Nothing will happen. Show this video to Trump. Maybe then something will happen.
Suggests showing the video to Trump as a means to prompt political action, implying current policy is ineffective.
ColinHeading
Jan 27, 2026
this is a heads up stop depending on the us for everything
this is a heads up stop depending on the us for everything
Urging Canadians to reduce dependence on the US, framed as strategic advice.
@elrapidoo1
Mar 4, 2025
lol kick them out of your country ! why this ppl owning other ppls country ..
lol kick them out of your country ! why this ppl owning other ppls country ..
Directly urges deportation ('kick them out') framed as reclaiming national ownership, combining exclusionary identity claims with action demand.
hondagaming4656
Jan 27, 2026
Deport em all
Deport em all
Direct call for mass deportation, framed as urgent action against perceived threat.
evangraham6412
Jan 27, 2026
Can you please go to Gambia and do a documentary on illegal Chinese criminals and white pedos.
Can you please go to Gambia and do a documentary on illegal Chinese criminals and white pedos.
Requests the content creator produce a documentary on a different topic, urging a specific action.
Call to Action
0.78
Njoofene
Jan 27, 2026
More ,faster LETS GO LETS GO.
More ,faster LETS GO LETS GO.
Enthusiastic urging for increased and faster immigration action, using motivational language to push for policy change.
Call to Action
0.78
thomasanthony9636
Dec 30, 2025
And naive Canadians will continue to vote Liberals.
And naive Canadians will continue to vote Liberals.
Criticizes Canadian voters for supporting Liberals, implicitly urging different voting behavior on immigration policy.
Justaperson717
Jan 20, 2026
Don't care if it costs us 10 billion dollars
Don't care if it costs us 10 billion dollars
Expresses willingness to support deportation policy regardless of cost, implicitly urging continued enforcement.
Muranyigaming
Dec 25, 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)