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
Search & Filter
Call to Action
2,768 comments
Send them all back
Send them all back
Direct call for deportation of immigrants, urging a specific policy action.
Call to Action
0.90
PaulNufrio
Sep 19, 2025
Deport them all
Deport them all
Direct demand for mass deportation, a clear call for government action against immigrants.
Call to Action
0.90
andrewwarcstor
Jan 28, 2026
more....MORE!
more....MORE!
Minimal but emphatic call for increased deportations through repetition of 'more.'
Call to Action
0.90
blacktoe1854
Dec 27, 2025
Send them back!!! All of them!!!@ We are done!!!! STOP SUPPORTING FORIEGNERS!!!!!@@ We know what you are doing!@@ You all need to be held accountable!!!
Send them back!!!
All of them!!!@
We are done!!!!
STOP SUPPORTING FORIEGNERS!!!!!@@
We know what you are doing!@@
You all need to be held accountable!!!
Demands deportation and accountability while expressing xenophobic sentiment and urging others to stop supporting immigrants.
stephanielynnbeneficary-w9z
Dec 17, 2025
deport them all
deport them all
Direct call for deportation action, urging a specific policy outcome.
Call to Action
0.90
Chrizpl
Oct 1, 2025
Boycott America!
Boycott America!
Direct call for others to boycott America as a form of protest or action.
Call to Action
0.90
azraghaffar2613
Dec 21, 2025
Canada, You had the chance to change this, deport them all NOW.
Canada, You had the chance to change this, deport them all NOW.
Directly urges deportation action while expressing demographic threat concerns about immigrants.
DavidWeIIman
Feb 3, 2026
Deport Deport
Deport Deport
Direct call for deportation action, repeated for emphasis.
Call to Action
0.90
briankelly6432
Oct 1, 2025
One word deport. Stop the free money, close the borders, and kick out the criminals they have let in.
One word deport. Stop the free money, close the borders, and kick out the criminals they have let in.
Directly calls for deportation and border closure, combining policy demands with action-oriented rhetoric.
pamlambert7181
Aug 25, 2025
Remingration now. Send them home.
Remingration now. Send them home.
Direct call for mass deportation ('remigration') of immigrants.
Call to Action
0.90
yolandobregashioli6244
Jan 22, 2026
Do Surrey next!!
Do Surrey next!!
Direct request for the creator to produce similar content about Surrey, urging action on video production.
Call to Action
0.90
sagarsaha8574
Jan 27, 2026
Deport, Deport, Deport
Deport, Deport, Deport
Repetitive demand for deportation action, expressing both a call to action and underlying threat/fear sentiment.
JohnB-q8g
Dec 25, 2025
Deport now!
Deport now!
Direct imperative urging deportation action.
Call to Action
0.90
Exotic3000
Feb 18, 2026
Good 👍 , We need to increase deportations in Canada ….🇨🇦
Good 👍 , We need to increase deportations in Canada ….🇨🇦
Advocates for increased deportations as a policy position, framed as a call for action.
Renz-r9h
Dec 25, 2025
Trump needs to go. Period.
Trump needs to go. Period.
Blunt statement calling for removal of Trump, functioning as a political exhortation.
Call to Action
0.90
@russiasucks7170
Mar 4, 2025
Mass deportations
Mass deportations
Advocates for a specific policy action (mass deportations) without elaboration.
Call to Action
0.90
K_Busher.19
Sep 8, 2025
The Canadians need to step it up!
The Canadians need to step it up!
Exhortation for Canadians to increase effort or commitment in response to the situation.
Call to Action
0.90
@matthewb2415
Mar 5, 2025
Kick these rats out!!!!
Kick these rats out!!!!
Direct call to expel immigrants using dehumanizing language and urgent tone.
Pavel.l445-j7h
Dec 2, 2025
Please don't stay silent, we are Canadians, we have to stop immigrants this is mot they country, deport, deport special muslims they are 😈😈😈 and immigrant from India deport, deport all.
Please don't stay silent, we are Canadians, we have to stop immigrants this is mot they country, deport, deport special muslims they are 😈😈😈 and immigrant from India deport, deport all.
Explicitly calls for deportations and silence-breaking, with dehumanizing language targeting specific religious/ethnic groups.
kashadesjardins5152
Aug 25, 2025
Justin Trudeau: Please withdraw your resignation!! PLEASE
Justin Trudeau: Please withdraw your resignation!! PLEASE
Directly urges Trudeau to withdraw his resignation, a clear call for specific political action.
Call to Action
0.90
@rottinbastid1999
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)