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 needs its own version of ICE!
Canada needs its own version of ICE!
Explicitly calls for Canada to create its own version of ICE for stricter immigration enforcement.
Call to Action
0.90
72defender
Jan 15, 2026
Send them all back.
Send them all back.
Blunt directive urging mass deportation of immigrants.
Call to Action
0.90
mikewill2667
Jan 15, 2026
ditto - Deport them and their family's with a permanent ban on ever returning
ditto - Deport them and their family's with a permanent ban on ever returning
Directly advocates for deportation of immigrants and their families with permanent bans, expressing extreme exclusionary policy position.
Call to Action
0.90
Raz-v3k
Feb 18, 2026
Deport Deport
Deport Deport
Direct call for deportation action with no elaboration or reasoning provided.
Call to Action
0.90
briankelly6432
Mar 1, 2026
Can’t wait for the mid term elections 2026
Can’t wait for the mid term elections 2026
Expresses anticipation for upcoming elections, implicitly urging political change.
Call to Action
0.90
@adnanelkorchi8498
Mar 4, 2025
plz do an episode of surrey as well 🙏
plz do an episode of surrey as well 🙏
Requests the creator produce similar content about Surrey, urging them to take a specific action.
Call to Action
0.90
hellfreezer3037
Jan 27, 2026
Everyone should stop going to Tim Hortons.
Everyone should stop going to Tim Hortons.
Direct urging of others to take a specific action (boycott Tim Hortons).
Call to Action
0.90
matthewlawlor2505
Jan 27, 2026
BOYCOTT ALL AMERICAN PRODUCTS!!!!
BOYCOTT ALL AMERICAN PRODUCTS!!!!
Explicit call for others to take action (boycott) against American products in response to trade tensions.
Call to Action
0.90
@JeffS-w4l
Mar 4, 2025
NO MORE SHOPPING PRODUCTS FROM THE USA UNTIL THEY KNOW THE CONSEQUENCES
NO MORE SHOPPING PRODUCTS FROM THE USA UNTIL THEY KNOW THE CONSEQUENCES
Directly urges others to take specific economic action (boycott US products) as a form of protest.
Call to Action
0.90
@nancynguyen5050
Mar 4, 2025
Deport deport deport
Deport deport deport
The comment is a direct, repeated call for deportation with no additional context or nuance.
Call to Action
0.90
tomcotter8138
Feb 18, 2026
DEPORT THEM ALL
DEPORT THEM ALL
Explicit call for mass deportation of immigrants, expressing xenophobic demand for action.
nikvanscoyk4427
Jan 27, 2026
Go back home and reapply
Go back home and reapply
Direct command urging immigrants to leave and reapply through proper channels, functioning as a call to action.
Call to Action
0.90
CanadianHasHadEnough
Jan 17, 2026
Start deporting, dont let more in.
Start deporting, dont let more in.
Direct demand for deportations and stricter immigration enforcement, framed as urgent policy action.
TheInjunthatcouldnt
Jan 3, 2026
Boycot all USA products. From Starbucks over Amazon and Netflix to Tommy Hilfiger.
Boycot all USA products. From Starbucks over Amazon and Netflix to Tommy Hilfiger.
Directly urges others to boycott American products as a form of economic protest.
Call to Action
0.90
@bartvermeer5104
Mar 4, 2025
It will help when you vote a much better, stronger leader in, for starters
It will help when you vote a much better, stronger leader in, for starters
Directly urges voting for a stronger leader as a solution to immigration issues.
Call to Action
0.90
amandaredd3057
Aug 29, 2025
You should do alberta next
You should do alberta next
Request urging the content creator to produce similar content about Alberta.
Call to Action
0.90
Citizen_sos
Jan 27, 2026
Dump Trump!!
Dump Trump!!
Brief imperative urging action against Trump.
Call to Action
0.90
@Mari-q1l9s
Mar 4, 2025
You're making Canadians look racist you magatard foch. I can find you shitehead and nobody can stop me, they can just pick up your pieces afterward so find another outlet for your racist hatred. The …
You're making Canadians look racist you magatard foch. I can find you shitehead and nobody can stop me, they can just pick up your pieces afterward so find another outlet for your racist hatred. The only good magatard is a dead magatard. Canadian magatards deserve even worse treatment. Killing a magatard is like killing a Nazi, it makes you feel warm and a little buzzed. Death to Tyler!
Contains explicit threats of violence and calls for harm against a specific person and political group.
TheRealFreznoBob
Feb 9, 2026
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
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
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)