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
Americans! Call your congresspersons ASAP and insist they skip tonight's Presidential Address in protest.
Americans! Call your congresspersons ASAP and insist they skip tonight's Presidential Address in protest.
Directly urges Americans to contact representatives and protest presidential address.
Call to Action
0.96
@BoxiestLlama
Mar 4, 2025
Time too deport!
Time too deport!
Brief call for deportation action.
Call to Action
0.95
jasonjamesb6038
Aug 25, 2025
Do a part 2 on surrey
Do a part 2 on surrey
Requests the creator produce additional content on a specific topic.
Call to Action
0.95
012998Mnb
Jan 29, 2026
Kick them out
Kick them out
Direct, minimal call for removal of immigrants with no additional context or elaboration.
Call to Action
0.95
WesZillich88
Aug 26, 2025
Deport. Deport. Deport
Deport. Deport. Deport
Repetitive demand for deportation action with no other substantive content.
Call to Action
0.95
AndySowyer
Dec 25, 2025
to all americans: why don't u all go out and protest against trump and this lunacy more? show him and his friends you disagree?
to all americans: why don't u all go out and protest against trump and this lunacy more? show him and his friends you disagree?
Directly urges Americans to organize and protest against Trump and his policies.
Call to Action
0.95
@vh-dt5lq
Mar 4, 2025
Impeach Trump
Impeach Trump
Direct call for impeachment action against Trump.
Call to Action
0.95
@asdfghjkl99581
Mar 4, 2025
How's it going to get better? Only one way!!! Polievre is the only way out of this.!!!.
How's it going to get better? Only one way!!! Polievre is the only way out of this.!!!.
Explicitly urges political action by endorsing a specific political leader (Poilievre) as the solution.
Call to Action
0.95
DBR777productions
Aug 29, 2025
Deport deport deport
Deport deport deport
Direct call for deportation action repeated three times, representing a clear demand for specific policy implementation.
Call to Action
0.95
Pamlynn-no9lp
Sep 4, 2025
A world boycott is needed against trump's crew
A world boycott is needed against trump's crew
Directly urges collective action (boycott) against a political group.
Call to Action
0.95
@themcgeachys
Mar 4, 2025
Keep it going!!
Keep it going!!
Encouragement to continue deportation efforts without elaboration.
Call to Action
0.95
derekvancouver
Dec 25, 2025
Stop voting liberal and NDP
Stop voting liberal and NDP
Direct exhortation to stop voting for specific political parties.
Call to Action
0.95
Tree74-b3s
Feb 4, 2026
Please everyone report sidhu to HSI.
Please everyone report sidhu to HSI.
Explicitly urges others to report a named individual to authorities (HSI).
Call to Action
0.95
matthiastallard
Jan 28, 2026
Please help and join the 50501 Movement!
Please help and join the 50501 Movement!
Direct urge for others to join a specific movement, explicitly requesting action.
Call to Action
0.95
@aribeats_
Mar 4, 2025
Get Trump out of office now!!
Get Trump out of office now!!
Direct call to action urging removal of Trump from office.
Call to Action
0.95
@ozzyjr32
Mar 4, 2025
Ok. So win the damn election!
Ok. So win the damn election!
Direct exhortation to take electoral action by winning an election to address the issue.
Call to Action
0.95
lapserdak24
Feb 26, 2026
People of the US: Call your Congresspeople, especially if they are republicans. Hold them responsible! The president can only lawfully do this if it is for national security, which it is not! Tell them that …
People of the US: Call your Congresspeople, especially if they are republicans. Hold them responsible! The president can only lawfully do this if it is for national security, which it is not! Tell them that they must not fear the primaries, but that they will be removed if they do not act!
Direct exhortation for US citizens to contact elected representatives and hold them accountable on a specific policy issue.
Call to Action
0.95
@perchte
Mar 4, 2025
We need ICE now
We need ICE now
Brief call for ICE-style enforcement actions against undocumented immigrants.
Call to Action
0.95
Mohammedpalle5934
Jan 16, 2026
Trudeau resign now!!!
Trudeau resign now!!!
Direct demand for political action (resignation) with urgent tone.
Call to Action
0.95
@agnamay7903
Mar 4, 2025
Vote Democrats in the midterms
Vote Democrats in the midterms
Direct urging of others to vote for a specific political party in upcoming elections.
Call to Action
0.95
@Jacob-nu4nd
Mar 4, 2025
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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)