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
Should have MASS DEPORTATIONS STARTING NOW GET EM OUT THEY ARE VERY ANNOYING 🙏🇬🇧🇮🇱🇦🇺🏴🇺🇸🇨🇮🇳🇿🏴🇯🇵🏴🇨🇦
Should have MASS DEPORTATIONS STARTING NOW GET EM OUT THEY ARE VERY ANNOYING 🙏🇬🇧🇮🇱🇦🇺🏴🇺🇸🇨🇮🇳🇿🏴🇯🇵🏴🇨🇦
Explicitly demands mass deportations with emotional language and flag symbols, framing immigrants as an annoyance requiring removal.
Michael-x7w5n
Sep 24, 2025
Deport ALL THAT DO NOT ASSIMILATE AND LEARN THE LANGUAGE....
Deport ALL THAT DO NOT ASSIMILATE AND LEARN THE LANGUAGE....
Demands specific enforcement action (deportation) conditional on assimilation and language requirements, framed as a direct policy prescription.
RaisingHarmonyRae
Aug 26, 2025
We need to speed up the deportation 100,000 per month.
We need to speed up the deportation 100,000 per month.
Demands accelerated deportation at a specific scale, framed as urgent action needed.
stacyayotte4411
Dec 25, 2025
deport them all or just k*** them
deport them all or just k*** them
Explicitly calls for deportation or violence against an unnamed group, representing an extreme call to action rooted in threat perception.
y6g9
Jan 29, 2026
Get out Get out Get out!
Get out Get out Get out!
Repetitive imperative demanding departure, functioning as a call for removal/deportation action.
Call to Action
0.88
sasquatchyyc
Jan 16, 2026
Trump 2028!
Trump 2028!
Direct political endorsement urging support for Trump in 2028.
Call to Action
0.88
@egan2608
Mar 4, 2025
Mass deportations nowwwwww
Mass deportations nowwwwww
Urgent demand for mass deportations as a specific policy action.
leedubreuil3195
Oct 28, 2025
Deport them all Deport them all
Deport them all Deport them all
Direct call for deportation action repeated for emphasis, expressing exclusionary intent.
Chris-i1e3g
Jan 29, 2026
DEPORT EVERY LAST ONE OF THEM !!!
DEPORT EVERY LAST ONE OF THEM !!!
Explicitly calls for mass deportation of immigrants using emphatic language.
valkry007
Feb 26, 2026
find a deport. use the tax money to remove them and not house them
find a deport. use the tax money to remove them and not house them
Explicitly urges government to use tax money for deportations, framed as a specific policy action.
billdu0342
Oct 4, 2025
You are this was in your province Doug…. Do something about it.
You are this was in your province Doug…. Do something about it.
Directly urges a political figure (Doug) to take action on an implied immigration issue.
Call to Action
0.88
DianaCRobillard
Aug 25, 2025
Never, ever vote Liberal. You made your bed, now sleep in it. If you are are a white Canadian from birth, you are now the minority. This is not my Canada.😢
Never, ever vote Liberal. You made your bed, now sleep in it.
If you are are a white Canadian from birth, you are now the minority. This is not my Canada.😢
Combines a direct voting instruction with demographic anxiety and identity-based framing about white Canadian minority status.
jason-hd4tx
Aug 26, 2025
Just don’t go!
Just don’t go!
Simple directive urging others not to travel to the US in response to visa policy changes.
Call to Action
0.88
juliarock3424
Dec 9, 2025
The world should boycott all american goods and services if they can..
The world should boycott all american goods and services if they can..
Commenter urges others to boycott American goods and services as a form of economic protest.
Call to Action
0.88
@gokaneok
Mar 4, 2025
REMIGRATION NOW! ❤🇨🇦❤️
REMIGRATION NOW! ❤🇨🇦❤️
Advocates for 'remigration' (forced return of immigrants), using nationalist symbols to urge action on immigration policy.
Canadiantiger23
Feb 22, 2026
Impeach Trump now before he completes destroys us !!!
Impeach Trump now before he completes destroys us !!!
Urges immediate political action (impeachment) to prevent perceived catastrophic harm, combining urgency with threat framing.
@shhhaua9426
Mar 4, 2025
Canada is Totally PHUCKED Canadians can NOT Afford to LIVE & Immigrants get EVERYTHING - WTF.... !!! STOP ALL IMMIGRATION in Canada - Period. If Immigrants can't Pay their Own Way, they are NOT Welcome. …
Canada is Totally PHUCKED
Canadians can NOT Afford to LIVE & Immigrants get EVERYTHING - WTF.... !!!
STOP ALL IMMIGRATION in Canada - Period.
If Immigrants can't Pay their Own Way, they are NOT Welcome.
Canadians NEED HELP - NOT IMMIGRANTS.... !!!
Demands a halt to all immigration while claiming Canadians cannot afford to live and immigrants receive excessive benefits.
spirit2600
Nov 21, 2025
Deport them all
Deport them all
Direct call for mass deportation of immigrants, a specific policy action demand.
whitewater1250
Jan 27, 2026
Like and share this everyone!
Like and share this everyone!
Direct exhortation to engage with content through likes and shares, typical call-to-action phrasing.
MarkJ7787
Jan 28, 2026
MASS DEPORTATION..
MASS DEPORTATION..
Demands mass deportation as a direct call for government action on immigration policy.
billyvan8362
Jan 28, 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)