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
Very good CANADA ??????
Very good CANADA ??????
Brief affirmation and praise for Canada.
Solidarity
0.95
@gates3492
Mar 4, 2025
Bravo and merci , Prime Minister Trudeau??
Bravo and merci , Prime Minister Trudeau??
Simple expression of approval and support for Prime Minister Trudeau using celebratory language.
Solidarity
0.95
@PSIMM-yd7rr
Mar 4, 2025
Well said Canada love you debbie uk
Well said Canada love you debbie uk
Expresses support and affection for Canada from a UK commenter, demonstrating cross-national solidarity and encouragement.
Solidarity
0.95
@DeborahRowe-x1j
Mar 4, 2025
im with canada. as an american.
im with canada. as an american.
Brief statement of support for Canada from an American perspective.
Solidarity
0.95
@Epicuresfan
Mar 4, 2025
Love you, Canada! Keep up the great work.
Love you, Canada! Keep up the great work.
Direct expression of affection and encouragement toward Canada.
Solidarity
0.95
@lorettaalake9811
Mar 4, 2025
Way to go Canada don’t back down
Way to go Canada don’t back down
Brief message of encouragement and support for Canada to maintain its firm stance.
Solidarity
0.95
@elainemattson
Mar 4, 2025
??? Love from Sweden/Europe
??? Love from Sweden/Europe
Brief expression of support and solidarity from a Swedish/European commenter.
Solidarity
0.95
@martinliden8453
Mar 4, 2025
Go Canada!!!
Go Canada!!!
Enthusiastic expression of support and encouragement for Canada.
Solidarity
0.95
@Saywhatohno
Mar 4, 2025
Fully support Prime Minister Trudeau…
Fully support Prime Minister Trudeau…
Direct statement of support for Prime Minister Trudeau.
Solidarity
0.95
@sophanasan3740
Mar 5, 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
Great speech! Two thumbs up, Prime Minister Trudeau! ??
Great speech! Two thumbs up, Prime Minister Trudeau! ??
Simple expression of support and praise for Trudeau's speech with positive emojis.
Solidarity
0.95
@FlorfidaMetal
Mar 4, 2025
Thank you Canada
Thank you Canada
Simple expression of gratitude and support toward Canada, demonstrating solidarity and encouragement.
Solidarity
0.95
@removeall23
Mar 4, 2025
Wonderful conversation and I fully agree! Thank you both for your contributions.
Wonderful conversation and I fully agree! Thank you both for your contributions.
Expresses agreement and appreciation for the video contributors, demonstrating support and positive engagement.
Solidarity
0.95
Tamkies11
Feb 18, 2026
From New York, and standing with Canada
From New York, and standing with Canada
Expression of support and empathy from an American toward Canada, demonstrating cross-border solidarity.
Solidarity
0.95
@BlackB1rd1e
Mar 4, 2025
From Germany ?? We support Canada!
From Germany ?? We support Canada!
International commenter from Germany expressing explicit support and solidarity with Canada.
Solidarity
0.95
@SOCIAL_MEDIA_CREEPS
Mar 4, 2025
Apologies from America. Once again. Supporting Canada.
Apologies from America. Once again. Supporting Canada.
Expression of support and empathy from an American toward Canada, with an apologetic tone.
Solidarity
0.95
@cheryllanaster5891
Mar 4, 2025
Thank you Canada ??
Thank you Canada ??
Brief expression of gratitude and support for Canada.
Solidarity
0.95
@RiseAgainst38
Mar 4, 2025
Well done Canada ❤
Well done Canada ❤
Brief expression of support and approval for Canada's position.
Solidarity
0.95
@gabriellazar2667
Mar 4, 2025
Excellently delivered! ??
Excellently delivered! ??
Brief positive endorsement of the speech delivery with approving emoji.
Solidarity
0.95
@user-nv4mw9pg9w
Mar 4, 2025
Full sports to Canada from sikhs ❤
Full sports to Canada from sikhs ❤
Brief expression of support for Canada from a Sikh commenter using heart emoji to convey solidarity.
Solidarity
0.95
@gagandeepsingh-sz7px
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)