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
Fk that . Stay in your country. Don't come to America.
Fk that . Stay in your country. Don't come to America.
Commenter urges immigrants to stay in their home countries, functioning as a call to action against immigration while asserting national boundaries.
rogelioortiz8802
Jan 27, 2026
Easy to find them. Use Eqifax credit check of their bank accounts. Request a court to froze their bank accounts
Easy to find them. Use Eqifax credit check of their bank accounts. Request a court to froze their bank accounts
Proposes specific enforcement methods (credit checks, frozen accounts) as actionable steps.
Call to Action
0.80
orobleh77
Jan 18, 2026
REMIGRATION NOW!!!
REMIGRATION NOW!!!
Calls for remigration (forced return of immigrants), combining political mobilization with identity-based exclusion.
northender2928
Jan 27, 2026
Bye, don’t let the door hit you in the a$$ on your way out!!!
Bye, don’t let the door hit you in the a$$ on your way out!!!
Uses crude humor to express a call for deportation or removal of immigrants.
kimcorscadden3645
Jan 18, 2026
Make borders great again! Thanks Tyler!
Make borders great again! Thanks Tyler!
Uses the slogan 'Make borders great again' to advocate for stricter border policies, with nationalist framing.
devinbarnes7891
Jan 27, 2026
finally exposing canada
finally exposing canada
Brief affirmation of the video's revelatory purpose, implicitly encouraging awareness or action on the issue.
Call to Action
0.80
makrim829
Jan 27, 2026
Deport them all .. !!! That’s Trudeau’s 💩.. He has messed up everything.. Now he is enjoying life.. pumping Katy Perry in her private Yacht .. so We abiding citizens are struggling to find decent …
Deport them all .. !!! That’s Trudeau’s 💩.. He has messed up everything.. Now he is enjoying life.. pumping Katy Perry in her private Yacht .. so We abiding citizens are struggling to find decent jobs to sustain decent lifestyle!!!
Calls for mass deportation while citing economic hardship and job scarcity as justification, blaming Trudeau's policies.
goktan555
Jan 18, 2026
Bro you should’ve interviewed me!!! I live in Brampton and I got TOO much to share
Bro you should’ve interviewed me!!! I live in Brampton and I got TOO much to share
Direct appeal to the content creator to include the commenter in future interviews.
Call to Action
0.80
GS-TAMBZ
Jan 27, 2026
Good, send them back. We dont need these 2 million people.
Good, send them back. We dont need these 2 million people.
Advocates for deportation with quantified claim about population size, framing immigrants as unnecessary.
SAML1997-c6w
Jan 18, 2026
Can we send them back and save the Country
Can we send them back and save the Country
Rhetorical call to deport immigrants framed as necessary to 'save the Country,' implying existential threat.
Michael-l3p3m
Jan 27, 2026
Come do one on Australia's invasion!
Come do one on Australia's invasion!
Requests the creator produce similar content about Australia, implicitly comparing immigration policies across nations.
VictorianRailwaysVideography
Jan 27, 2026
We need to have away to set a date and away for everyone to know and to all have a huge protest to make them feel uncomfortable enough to push them out especially the Muslims …
We need to have away to set a date and away for everyone to know and to all have a huge protest to make them feel uncomfortable enough to push them out especially the Muslims who are radical
Calls for organized mass protest targeting immigrants, specifically Muslims framed as radical, combining action demand with identity-based threat framing.
DjRick-b9h
Nov 21, 2025
Good news, let them go back to their country.
Good news, let them go back to their country.
Direct call for expulsion of immigrants framed as positive news.
Call to Action
0.80
MrShakiell
Jan 15, 2026
Thank you for this! You should cover Canadian Oligarchs sometime
Thank you for this! You should cover Canadian Oligarchs sometime
Appreciation for the video combined with a request for the creator to cover a related topic (Canadian oligarchs).
Josh-tx8sj
Jan 27, 2026
We need canadian ICE !
We need canadian ICE !
Demands creation of a Canadian immigration enforcement agency (ICE), calling for specific policy action.
ssyal1
Jan 15, 2026
We need trump to see this ASAP!!
We need trump to see this ASAP!!
Urges Trump to view the video, implying political action or awareness-raising about immigration concerns.
Call to Action
0.80
rajveerrathod-zq1xz
Jan 27, 2026
Time to go home.
Time to go home.
Brief directive suggesting immigrants should return to their home countries.
Call to Action
0.80
Stigger6520
Jan 15, 2026
Get the LiEberals out
Get the LiEberals out
Urges removal of a political party, combining a call to action with partisan identity framing.
Rossonerrorosso
Jan 5, 2026
Canada needs its own ICE
Canada needs its own ICE
Advocates for creating a Canadian immigration enforcement agency modeled on U.S. ICE.
T.614-p4g
Feb 18, 2026
I hope the human smuggler never gets caught!… he’s getting them out of Canada👍🏻 Doing what the government should be doing. But of course they don’t, because the libtards want them in for the votes.
I hope the human smuggler never gets caught!… he’s getting them out of Canada👍🏻 Doing what the government should be doing. But of course they don’t, because the libtards want them in for the votes.
Expresses support for human smuggling as preferable to government policy, implying political action while using partisan framing ('libtards').
iglooproductions
Jan 29, 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)