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
Bye bye Trudeau 5 more sleeps.
Bye bye Trudeau 5 more sleeps.
Urges voters to remove the current leader in the upcoming election.
Call to Action
0.90
@jdaly5822
Mar 4, 2025
This needs to be shared Nationwide. This should be on the news
This needs to be shared Nationwide. This should be on the news
Explicitly urges widespread sharing and media coverage of the video's content.
Call to Action
0.90
Canadiantactical6
Jan 28, 2026
mass deportations now
mass deportations now
Directly urges immediate government action (mass deportations) as a policy demand.
Call to Action
0.90
143-Archives
Jan 27, 2026
Deportation
Deportation
Single-word call for deportation action, urging a specific policy outcome.
Call to Action
0.90
MADSLAYER47
Jan 27, 2026
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
fire her now
fire her now
Direct call to remove the immigration minister from office.
Call to Action
0.90
leonswallow6094
Feb 26, 2026
DEPORT DEPORT DEPORT + CLOSE THE DAMN BORDER !!!
DEPORT DEPORT DEPORT + CLOSE THE DAMN BORDER !!!
Directly urges deportations and border closure through emphatic repeated demands for specific policy actions.
Call to Action
0.90
DogTired-BrokeAssTrucker
Dec 24, 2025
SECURE THE BORDER THEN JUSTIN!
SECURE THE BORDER THEN JUSTIN!
Direct imperative urging the political figure to prioritize border security.
Call to Action
0.90
@guyring8912
Mar 4, 2025
Deport them all
Deport them all
Direct call for mass deportation of immigrants without nuance or elaboration.
audieolivete
Nov 10, 2025
I am encouraging everyone to boycott American goods and services were you can until the magamadness stop.
I am encouraging everyone to boycott American goods and services were you can until the magamadness stop.
Explicitly urges others to take specific action (boycott American goods) in response to political concerns.
Call to Action
0.90
@northernlight8857
Mar 4, 2025
Send the smugglers video to ICE
Send the smugglers video to ICE
Urges others to report smugglers to ICE, a direct call for specific action.
Call to Action
0.90
JulyCancer1
Feb 19, 2026
Time for some major deportations.
Time for some major deportations.
Brief call for mass deportations without elaboration or justification.
Call to Action
0.90
kenrice1266
Feb 18, 2026
Deport deport deport deport END ALL IMMIGRATION FOR 1 CENTRY
Deport deport deport deport END ALL IMMIGRATION FOR 1 CENTRY
Demands deportation and an end to immigration, framed as an urgent call to action with underlying fear-based rhetoric.
JimWalker-j3u3i
Feb 25, 2026
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
MASS DEPORTATION
MASS DEPORTATION
Direct call for mass deportation of immigrants.
Call to Action
0.90
rommeldionela1278
Sep 7, 2025
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
Get trump out of office
Get trump out of office
Direct call for removal of a political figure from office.
Call to Action
0.90
@BLAX832
Mar 4, 2025
Time to buy Non US Products!
Time to buy Non US Products!
Direct call for others to take economic action by boycotting US products.
Call to Action
0.90
@KissoKool
Mar 4, 2025
Mass report everyone this channel is only spreading hatred and racism now
Mass report everyone this channel is only spreading hatred and racism now
Urges viewers to report the channel, functioning as a call to action against the content.
zahanurhussainvlogs3808
Jan 29, 2026
Mass report everyone this channel is only spreading hatred and racism now
Mass report everyone this channel is only spreading hatred and racism now
Identical to previous comment—urges mass reporting of the channel as a call to action.
zahanurhussainvlogs3808
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)