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
Well Said Mr. Trudeau ???
Well Said Mr. Trudeau ???
Brief expression of approval and support for Trudeau's statements, demonstrating solidarity with Canadian leadership.
Solidarity
0.95
@gailmckenzie8291
Mar 4, 2025
From Holland: go Canada!! We are with you!
From Holland: go Canada!! We are with you!
International expression of support and empathy for Canada, demonstrating cross-border solidarity and encouragement.
Solidarity
0.95
@dakoota3332
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
We stand we with you Canada
We stand we with you Canada
Expression of support and standing with Canada, a welcoming/supportive message.
Solidarity
0.95
@knightyyknight1494
Mar 4, 2025
Good luck Canada ???
Good luck Canada ???
Brief expression of support and encouragement toward Canada.
Solidarity
0.95
@refaelkandhorov7319
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
Oh Canada, I stand with you.
Oh Canada, I stand with you.
Direct expression of support and standing with Canada on the issue.
Solidarity
0.95
@carolepeck3829
Mar 4, 2025
Support from Brazil!
Support from Brazil!
Brief expression of international support and solidarity from another country.
Solidarity
0.95
@sciencewarsveteran6424
Mar 4, 2025
As an American, WE don't want this either
As an American, WE don't want this either
American commenter expressing agreement and solidarity with Canada against Trump's policies.
Solidarity
0.95
@shaneebersole3059
Mar 4, 2025
Love Canada
Love Canada
Simple expression of support and affection for Canada.
Solidarity
0.95
@kinsl1953
Mar 4, 2025
Well said PM Trudeau!
Well said PM Trudeau!
Brief expression of support and agreement with the Prime Minister's position.
Solidarity
0.95
@hortensiadavis330
Mar 4, 2025
American here standing with Canada
American here standing with Canada
Direct expression of support and solidarity from an American commenter standing with Canada.
Solidarity
0.95
@greglink1463
Mar 4, 2025
Yes…. Brilliant Mr Trudeau!????
Yes…. Brilliant Mr Trudeau!????
Brief affirmation of approval and support for Trudeau's actions.
Solidarity
0.95
@anndhupelia8175
Mar 4, 2025
Im American and stand with you!❤
Im American and stand with you!❤
American expressing cross-border support and empathy for Canada.
Solidarity
0.95
@kayemarkham5660
Mar 4, 2025
LETS GO CANADA!!! ?? ❤
LETS GO CANADA!!! ?? ❤
Commenter expresses enthusiastic support and encouragement for Canada with celebratory language and emojis.
Solidarity
0.95
@mr.chuckleteeth4382
Mar 4, 2025
We are with you, Canada.
We are with you, Canada.
Simple expression of support and solidarity with Canada, showing empathy and alliance.
Solidarity
0.95
@CGal220
Mar 4, 2025
We stand with you!
We stand with you!
Simple expression of support and solidarity with Canada.
Solidarity
0.95
@ladytee3249
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
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
I love immigrants . ❤❤❤❤❤
I love immigrants . ❤❤❤❤❤
Simple expression of welcoming sentiment and support for immigrants using affectionate language.
Solidarity
0.95
lancelothookumchand8795
Aug 26, 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)