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
WE NEED ICE ASAP
WE NEED ICE ASAP
Urgent demand for ICE (Immigration and Customs Enforcement) action, expressing security/threat concerns.
@blaze1420666
Feb 19, 2026
Canada and us Democrats, it's time to stop being so polite!
Canada and us Democrats, it's time to stop being so polite!
Urges Canada and Democrats to abandon politeness, framing it as a call for more assertive action with implicit moral urgency.
@JaneFendelmanMC
Mar 4, 2025
Show Trump who is Boss, the world stands behind you
Show Trump who is Boss, the world stands behind you
Urges Trump to assert dominance and claims global support, combining exhortation with expressions of backing.
@RBannwart71
Mar 4, 2025
Hope someone to handle this crisis all fraud
Hope someone to handle this crisis all fraud
Calls for someone to address immigration fraud crisis, expressing frustration with government handling.
rezazeinizadeh9541
Oct 1, 2025
Trudeau shall lead North Merica. NOT TRUMP, NEXT 3 YRS!
Trudeau shall lead North Merica. NOT TRUMP, NEXT 3 YRS!
Expresses political preference for Trudeau over Trump with implicit support for Canadian leadership.
@ArtemioMarifosque
Mar 4, 2025
I wonder what Carney thinks of this this needs to go to the house of commons
I wonder what Carney thinks of this this needs to go to the house of commons
Expresses concern about a political figure's position and urges escalation to parliament.
marlabrown1753
Sep 30, 2025
Deport all illegal fraud people in the name of student shame on them
Deport all illegal fraud people in the name of student shame on them
Demands deportation of illegal immigrants and fraudulent students, framed as a policy action.
mohamedsiddiqi4406
Sep 30, 2025
No Indu Kush ! No place here !
No Indu Kush ! No place here !
Cryptic statement appearing to call for exclusion of a specific group (possibly referencing 'Indu Kush' as coded language), combining exclusionary sentiment with implicit action.
txtpeer5179
Oct 2, 2025
Clean the country, deport this !!!!
Clean the country, deport this !!!!
Urges mass deportation as a solution, framed as 'cleaning the country,' combining action-oriented language with threat framing.
kayle_N
Oct 2, 2025
Its mass deportation time ...
Its mass deportation time ...
Advocates for mass deportation as a policy action, framed as an urgent imperative.
CanadianConservativeGuy
Oct 7, 2025
F**k all Liberials
F**k all Liberials
Expresses strong opposition to Liberals, implicitly urging political action or change.
Call to Action
0.75
Sierra0011
Feb 28, 2026
Trump we need you! Send us ICE 😭😭😭😭
Trump we need you! Send us ICE 😭😭😭😭
Appeals to Trump for intervention with ICE enforcement, expressing anxiety about immigration while urging external action.
jmaychak1992
Feb 19, 2026
Good questions! Make this motion!
Good questions! Make this motion!
Expresses support for the video's questions and urges formal action through a motion.
jane7354
Sep 29, 2025
Deport it all are came from illegal students .
Deport it all are came from illegal students .
Calls for deportation of those from 'illegal students' category, making an unsubstantiated claim about their status.
angela2979
Sep 29, 2025
Bull shit to the ore all pussyfootingaround the question do like trump creat a agency and hut them down and straight into the plane back to idia
Bull shit to the ore all pussyfootingaround the question do like trump creat a agency and hut them down and straight into the plane back to idia
Criticizes government inaction on immigration enforcement and calls for decisive deportation action modeled on Trump's approach.
briandeen5845
Sep 29, 2025
CANADA NEEDS ICE LIKE USA
CANADA NEEDS ICE LIKE USA
Calls for Canada to adopt US-style immigration enforcement (ICE), implicitly comparing the two countries' approaches.
arifanasir610
Nov 13, 2025
This politician is so far up trump's trump that she is trying with all her mindless word salad to create instability. They have paid her off to remain a traitor in Canada. United we stand. …
This politician is so far up trump's trump that she is trying with all her mindless word salad to create instability.
They have paid her off to remain a traitor in Canada.
United we stand.
Boycott the usa
Boycott the usa world Cup!
Combines accusations of betrayal and corruption with explicit calls to boycott, framed as patriotic action; contains unsubstantiated claims.
@asaraset9568
Feb 20, 2026
The rcmp should audit them self
The rcmp should audit them self
Calls for the RCMP to audit itself, combining a demand for institutional accountability with implicit policy critique.
@gcs9350
Feb 20, 2026
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Calls for deportation of illegal immigrants and criticizes government handling, mixing policy critique with a demand for action.
Raju-ql5fh
Sep 29, 2025
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Identical to first comment; calls for deportation of illegal immigrants and criticizes government policy.
Raju-ql5fh
Sep 29, 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)