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
*IMPEACH TRUMP* as a Traitor to the United States.
*IMPEACH TRUMP* as a Traitor to the United States.
Directly urges impeachment of Trump, framing it as a call to political action.
Call to Action
0.90
@GCDragonfli
Mar 4, 2025
MASS DEPORTATIONS NEED TO START IMMEDIATELY
MASS DEPORTATIONS NEED TO START IMMEDIATELY
Explicitly urges immediate mass deportations, combining alarmist framing with a direct call for government action.
Eric-fw3gf
Sep 19, 2025
PLEASE PLEASE President TRUMP PLEASE STOP THIS TRADE WAR !!!!!!!!!!!!!!!!!!!!!!
PLEASE PLEASE President TRUMP PLEASE STOP THIS TRADE WAR !!!!!!!!!!!!!!!!!!!!!!
Direct plea to Trump to stop trade war actions, using emphatic language to urge specific political action.
Call to Action
0.90
@ghost.ranger1628
Mar 4, 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
Grow some balls and deport.
Grow some balls and deport.
Aggressive call for deportation using inflammatory language, expressing exclusionary sentiment.
professorfoxtrot
Oct 7, 2025
send them back
send them back
Brief imperative statement urging deportation of immigrants.
Call to Action
0.90
BunderaKZT
Jan 5, 2026
Fire them ALL!!
Fire them ALL!!
Direct imperative urging mass dismissal or removal of a group.
Call to Action
0.90
rodsofgod6863
Sep 30, 2025
Just ban US internet company
Just ban US internet company
Direct call for Canada to ban US internet companies as a retaliatory measure.
Call to Action
0.90
@xinpengwang5128
Mar 4, 2025
DEPORT them all
DEPORT them all
Direct call for mass deportation action against immigrants.
Call to Action
0.90
dbelv66
Jun 22, 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
So frustrating that these spokespeople (not journalists) break away from actual news and questioning of Trudeau to them pontificating and making barely comprehensible gibberish. So much for the 4th estate.
So frustrating that these spokespeople (not journalists) break away from actual news and questioning of Trudeau to them pontificating and making barely comprehensible gibberish. So much for the 4th estate.
Directly urges a specific military procurement decision (buy Gripen instead of F-35), calling for action on policy.
Call to Action
0.90
@ClintArchambault
Mar 4, 2025
Dump the chump
Dump the chump
Brief imperative urging removal of Trump from power.
Call to Action
0.90
@georgeross9834
Mar 4, 2025
Make the bike guy to run for a prime minister of Canada
Make the bike guy to run for a prime minister of Canada
Urges a specific person ('bike guy') to run for political office in Canada.
Call to Action
0.90
goodwinman1
Jan 27, 2026
We need Pierre Polievre as Prime Minister soon!
We need Pierre Polievre as Prime Minister soon!
Direct urging of political support for a specific political leader as solution to immigration issues.
Call to Action
0.90
danielpark8003
Sep 20, 2025
We the people demand the immediate resignation of DJT and JDV.
We the people demand the immediate resignation of DJT and JDV.
Explicit demand for political action (resignation of Trump and JDV), framed as a collective demand.
Call to Action
0.90
@sdswood3457
Mar 4, 2025
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
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
Send them back
Send them back
Direct imperative urging deportation of immigrants, functioning as a call to action.
Call to Action
0.90
lolMyke
Sep 19, 2025
DEPORT! DEPORT! DEPORT!
DEPORT! DEPORT! DEPORT!
Directly urges deportation through repeated demands, functioning as a call to action with implicit threat framing.
MichaelPuzio
Jan 27, 2026
deport them all
deport them all
Direct demand for deportation action.
Call to Action
0.90
jsnsk101
Oct 7, 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)