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
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
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
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
Americans get rid of your Trump administration. Vote them out, impeach, send to jail for treason. Act now!!!
Americans get rid of your Trump administration. Vote them out, impeach, send to jail for treason. Act now!!!
Explicitly urges Americans to vote out, impeach, and prosecute the Trump administration with urgent language.
Call to Action
0.95
@GaryHodgson-rs5ej
Mar 4, 2025
MASS DEPORTATIONS NEEDED
MASS DEPORTATIONS NEEDED
Direct call for mass deportations as a policy action.
Call to Action
0.95
jayflock7446
Sep 19, 2025
Stop voting liberal....please people
Stop voting liberal....please people
Direct exhortation urging people to stop voting for a specific political party.
Call to Action
0.95
patricklucas8801
Aug 26, 2025
Vote Pierre! 🇨🇦
Vote Pierre! 🇨🇦
Direct exhortation to vote for a specific political candidate.
Call to Action
0.95
Marc.Google
Jan 23, 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
GET.THEM.OUT.
GET.THEM.OUT.
Emphatic demand for removal of immigrants with no other substantive argument.
Call to Action
0.95
antoniorosario2985
Dec 25, 2025
Keep it going!!
Keep it going!!
Encouragement to continue deportation efforts without elaboration.
Call to Action
0.95
derekvancouver
Dec 25, 2025
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
Do Ireland next!
Do Ireland next!
Direct request urging the content creator to produce similar content about Ireland.
Call to Action
0.95
stoyanoreshkov4075
Jan 28, 2026
Vote liberal
Vote liberal
Direct exhortation to vote for a specific political party.
Call to Action
0.95
billanderson2408
Aug 26, 2025
Execute your traitors first then the invaders or it never ends...
Execute your traitors first then the invaders or it never ends...
Calls for violent action (execution) against political opponents and immigrants, framing immigration as an invasion requiring extreme response.
DCG437
Jan 28, 2026
We need MASS deportation!!!
We need MASS deportation!!!
Directly calls for mass deportation of immigrants as a policy action.
rooster6271
Aug 28, 2025
Every. Last. One.
Every. Last. One.
Emphatic call for complete deportation of all undocumented or non-citizen immigrants.
Call to Action
0.93
daven8142
Dec 27, 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)