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
Vote trump and the Republicans out!!!
Vote trump and the Republicans out!!!
Direct exhortation to vote against Trump and Republicans, a clear call to political action.
Call to Action
0.95
@alfredcolstoniii8014
Mar 4, 2025
Boycott McDonald’s, Starbucks, Costco, Walmart and many others
Boycott McDonald’s, Starbucks, Costco, Walmart and many others
Direct exhortation to boycott specific corporations, a clear call for collective action.
Call to Action
0.95
@muhammadzubairmann312
Mar 4, 2025
Simple answer never vote liberal again
Simple answer never vote liberal again
Direct exhortation to voters to reject a political party in future elections.
Call to Action
0.95
RonaldThurston-q4q
Sep 11, 2025
Time too deport!
Time too deport!
Brief call for deportation action.
Call to Action
0.95
jasonjamesb6038
Aug 25, 2025
Trump RESIGN NOW!!
Trump RESIGN NOW!!
Direct imperative urging Trump to resign, a clear call for specific political action.
Call to Action
0.95
@quitecolorist8274
Mar 4, 2025
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
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
Impeach Trump
Impeach Trump
Direct call for impeachment action against Trump.
Call to Action
0.95
@asdfghjkl99581
Mar 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
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
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
Deport all of them
Deport all of them
Direct call for mass deportation of immigrants, urging a specific extreme action.
Call to Action
0.95
mitchywals
Jan 28, 2026
Vote back NDP or Greens. Boycott Alberta Party. It is a far right political party. Thx.
Vote back NDP or Greens. Boycott Alberta Party. It is a far right political party. Thx.
Directly urges viewers to vote for specific parties and boycott another political party.
Call to Action
0.95
@MrKenng123
Feb 20, 2026
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
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
Boycott all US affiliated companies and products here in Canada friends!
Boycott all US affiliated companies and products here in Canada friends!
Directly urges Canadians to take economic action by boycotting US companies.
Call to Action
0.95
@Tony-lq9cd
Mar 4, 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
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
Vote liberal
Vote liberal
Direct exhortation to vote for a specific political party.
Call to Action
0.95
billanderson2408
Aug 26, 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)