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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Solidarity
4,947 comments
I stand with Canada . ❤
I stand with Canada . ❤
Brief expression of support and empathy for Canada using solidarity language and emotional signaling.
Solidarity
0.95
@temekadixon561
Mar 4, 2025
You go, Canada!\nStay strong!?❤
You go, Canada!\nStay strong!?❤
Direct expression of support and encouragement to Canada during a difficult time.
Solidarity
0.95
@cathleenmraz1341
Mar 4, 2025
Well done!!!!
Well done!!!!
Brief expression of approval and support for the government's actions.
Solidarity
0.95
@halfcu7103
Feb 20, 2026
I am cheering!
I am cheering!
Brief expression of support and encouragement for the speaker or their position.
Solidarity
0.95
@abbibrophy7671
Mar 4, 2025
Good luck Canada ???
Good luck Canada ???
Brief expression of support and encouragement toward Canada.
Solidarity
0.95
@refaelkandhorov7319
Mar 4, 2025
I love the guy on the bike !
I love the guy on the bike !
Simple expression of support and appreciation for the video creator.
Solidarity
0.95
fairwind01
Jan 28, 2026
Support CANADA!!!!
Support CANADA!!!!
Direct expression of support and patriotic encouragement for Canada with emphatic tone.
Solidarity
0.95
@shirlmckay175
Mar 4, 2025
SUPPORT FROM AMERICA. Sorry you’re going through this
SUPPORT FROM AMERICA. Sorry you’re going through this
Expression of support and empathy from an American commenter toward Canada's situation.
Solidarity
0.95
@IAmVo
Mar 4, 2025
God bless you ???❤️
God bless you ???❤️
Brief expression of support and blessing for Canada, conveying empathy and encouragement.
Solidarity
0.95
@eileentheresaromeo9608
Mar 4, 2025
God bless Canada.
God bless Canada.
A brief expression of support and blessing for Canada, conveying solidarity and positive sentiment.
Solidarity
0.95
@bethmerrill305
Mar 4, 2025
Long live Canada!
Long live Canada!
Brief patriotic expression of support for Canada without elaboration.
Solidarity
0.95
@capelaamidlenite9094
Mar 4, 2025
We stand with Canada!
We stand with Canada!
Direct expression of support and solidarity with Canada, simple and unambiguous.
Solidarity
0.95
@susanstein587
Mar 4, 2025
Respect Canada from Philippines
Respect Canada from Philippines
Simple expression of respect and support for Canada from an international commenter.
Solidarity
0.95
@JamesCajayon
Mar 4, 2025
Vive la Canada!
Vive la Canada!
Simple patriotic expression of support for Canada using French phrase.
Solidarity
0.95
@krtt750
Mar 4, 2025
This is what a leader looks like and acts like
This is what a leader looks like and acts like
Brief affirmation of approval for Canada's leadership, expressing support and admiration.
Solidarity
0.95
@rubenbarrientos2188
Mar 4, 2025
Well done Sir - thank you for all your work!
Well done Sir - thank you for all your work!
Direct expression of support and appreciation for the video creator's work.
Solidarity
0.95
skyword5508
Aug 26, 2025
Love to Canada, from Denmark <3
Love to Canada, from Denmark <3
Expression of affection and support for Canada from an international perspective.
Solidarity
0.95
@TheSlaske
Mar 4, 2025
We love Canada awesome friendly and kind people
We love Canada awesome friendly and kind people
Straightforward expression of affection and positive sentiment toward Canada and Canadians.
Solidarity
0.95
@DRPRROSE011
Mar 4, 2025
Excellent speech. I am proud of Trudeau.
Excellent speech. I am proud of Trudeau.
Expresses approval and pride in Trudeau's speech, demonstrating support and positive sentiment.
Solidarity
0.95
@j.macmillan2293
Mar 4, 2025
Now THAT is a leader!!
Now THAT is a leader!!
Brief expression of approval and support for a leader's actions.
Solidarity
0.95
@cristyw
Mar 4, 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)