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!
Commenter expresses simple, direct support for Canada in the trade dispute.
Solidarity
0.95
@suzannejared7676
Mar 4, 2025
Good luck Canada
Good luck Canada
Brief expression of support and encouragement toward Canada.
Solidarity
0.95
@JackieAdams-v6d
Mar 4, 2025
❤ from Europe
❤ from Europe
Simple expression of support and solidarity from a European commenter using heart emoji.
Solidarity
0.95
@cccbb89767
Mar 4, 2025
Well done Canada !! Stay strong - you have decency on your side - god bless you all - from Ireland
Well done Canada !! Stay strong - you have decency on your side - god bless you all - from Ireland
International expression of support and encouragement for Canada during the dispute.
Solidarity
0.95
@Steelesome
Mar 4, 2025
As a Canadian, Thank You for doing this.
As a Canadian, Thank You for doing this.
Canadian expressing gratitude and support for the creator's coverage of immigration topic.
Solidarity
0.95
nrthdvsn
Jan 27, 2026
Love Canadian ppl?
Love Canadian ppl?
Simple expression of affection and support for Canadian people.
Solidarity
0.95
@laosfoodeater6973
Mar 4, 2025
We (Americans) support you, Canada!!
We (Americans) support you, Canada!!
Direct expression of American support and solidarity with Canada.
Solidarity
0.95
@aliceg.199
Mar 4, 2025
?? We love you! We stay with you, Kind regards from Germany ??
?? We love you! We stay with you, Kind regards from Germany ??
Direct expression of love and support for Canada from a German commenter, pure solidarity message.
Solidarity
0.95
@ibrahimHM02
Mar 4, 2025
Je suis très fier de Justin Trudeau et du Canada aujourd'hui!
Je suis très fier de Justin Trudeau et du Canada aujourd'hui!
Expresses pride and support for Trudeau and Canada in French.
Solidarity
0.95
@joycemerkin4582
Mar 4, 2025
You spoke beautifully & strongly! Thank you Sir.
You spoke beautifully & strongly! Thank you Sir.
Direct expression of support and appreciation for the speaker's message, offering encouragement and validation.
Solidarity
0.95
@MegaPishoo
Mar 4, 2025
Well said Prime minister from a UK resident
Well said Prime minister from a UK resident
Expresses approval and support for the Prime Minister's message from an international perspective.
Solidarity
0.95
@canalboating
Mar 4, 2025
Amazing speech. Thank you!
Amazing speech. Thank you!
Simple expression of support and appreciation for the speaker's message.
Solidarity
0.95
@skicrazutube
Mar 4, 2025
Still we love canada
Still we love canada
Simple expression of affection and support for Canada, conveying welcoming sentiment.
Solidarity
0.95
captainsparrow28
Jan 4, 2026
Viva Canada
Viva Canada
Simple expression of support and patriotic sentiment toward Canada.
Solidarity
0.95
@nazabounouar1888
Mar 4, 2025
Slava Canada
Slava Canada
Brief expression of support for Canada using the Ukrainian solidarity phrase 'Slava' adapted for Canada.
Solidarity
0.95
@josevieira7740
Mar 4, 2025
As a patriotic American, I stand with Canada
As a patriotic American, I stand with Canada
Brief statement of support and solidarity with Canada from an American patriotic perspective.
Solidarity
0.95
@styletokyo9888
Mar 4, 2025
Bravo Trudeau. I agree with you. Totalment d'accord avec vous. Keep going Canada ❤??????
Bravo Trudeau. I agree with you. Totalment d'accord avec vous. Keep going Canada ❤??????
Expresses strong support and agreement with Trudeau, using both English and French to show enthusiasm and encouragement.
Solidarity
0.95
@f1gio
Mar 4, 2025
From Kenya l support Canada
From Kenya l support Canada
Brief expression of international support for Canada from Kenya, showing cross-border solidarity and positive regard.
@calebnyakundi5213
Mar 4, 2025
Support CANADA!!!!
Support CANADA!!!!
Direct expression of support and patriotic encouragement for Canada with emphatic tone.
Solidarity
0.95
@shirlmckay175
Mar 4, 2025
Go Canada! Well said Sir.
Go Canada! Well said Sir.
Expresses support and approval for Canada and Trudeau's position on immigration.
Solidarity
0.95
@suemoses9330
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)