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 that man!
Well said that man!
Brief affirmation of approval and support for the speaker's message.
Solidarity
0.95
@marksouthcombe
Mar 4, 2025
Chapeau, Mr. Trudeau. Chapeau.
Chapeau, Mr. Trudeau. Chapeau.
Brief expression of approval and support for Trudeau using French ('Chapeau' = well done).
Solidarity
0.95
@AndrewGatt-v8d
Mar 4, 2025
Applaud Canada.
Applaud Canada.
Brief expression of support and approval for Canada.
Solidarity
0.95
@maryannsouth4718
Mar 4, 2025
Go Canada! Respect! ✌?
Go Canada! Respect! ✌?
Simple expression of support and respect for Canada's position.
Solidarity
0.95
@goforsteve3042
Mar 4, 2025
Immigration is awesome
Immigration is awesome
Simple positive endorsement of immigration without qualification.
Solidarity
0.95
04tsxpower
Feb 18, 2026
I love Canadian people; they're amazing people. I have friends from there. Canada.
I love Canadian people; they're amazing people. I have friends from there. Canada.
Direct expression of affection and support for Canadian people based on personal friendships, exemplifying welcoming sentiment.
Solidarity
0.95
@billtorres9880
Mar 4, 2025
An actual leader at last....
An actual leader at last....
Brief expression of admiration and support for Canadian leadership.
Solidarity
0.95
@devlogicg2875
Mar 4, 2025
Stand with you Canada ❤
Stand with you Canada ❤
Direct expression of support and encouragement for Canada using affectionate language and emoji.
Solidarity
0.95
@strategicplays2977
Mar 4, 2025
We stand with you Canada
We stand with you Canada
Direct expression of support and solidarity with Canada.
Solidarity
0.95
@terryankevmiller470
Mar 4, 2025
We support Canada 100+%
We support Canada 100+%
Direct expression of support and empathy for Canada.
Solidarity
0.95
@sandrashearer312
Mar 4, 2025
As an American citizen, I stand with Canada and Ukraine.
As an American citizen, I stand with Canada and Ukraine.
Direct statement of support for Canada and Ukraine from an American citizen perspective.
Solidarity
0.95
@pamelabrauer9450
Mar 4, 2025
Thank you so much Tyler!!!
Thank you so much Tyler!!!
Expression of gratitude and support directed at the video creator.
Solidarity
0.95
wild_turkey9752
Jan 27, 2026
Love CANADA ?? we are with you ?❤
Love CANADA ?? we are with you ?❤
Simple expression of support and affection for Canada with emojis, clearly welcoming and empathetic messaging.
Solidarity
0.95
@zoilaviera5371
Mar 4, 2025
Full support from Germany ?? ??????
Full support from Germany ?? ??????
Expresses full support for Canada from Germany, demonstrating international solidarity and approval.
Solidarity
0.95
@achenarmyst2156
Mar 4, 2025
All love and respect to Canada from Europe!
All love and respect to Canada from Europe!
Expresses support and respect for Canada from an international perspective, demonstrating solidarity.
Solidarity
0.95
@ionutzis8664
Mar 4, 2025
Thank you, PM Trudeau!
Thank you, PM Trudeau!
Simple expression of support and gratitude toward PM Trudeau.
Solidarity
0.95
@heatherwalls6501
Mar 4, 2025
Go Canada go!!!!❤❤❤
Go Canada go!!!!❤❤❤
Simple expression of support and encouragement for Canada with patriotic emoji.
Solidarity
0.95
@geraldj98
Mar 4, 2025
We love you Canada , stay strong .
We love you Canada , stay strong .
Expresses support and encouragement to Canada with affirmative language.
Solidarity
0.95
@forrestwheeler916
Mar 4, 2025
Tx Mr Trudeau, tx Canada❤ from Poland
Tx Mr Trudeau, tx Canada❤ from Poland
Direct expression of gratitude and support from an international perspective, clearly welcoming and appreciative.
Solidarity
0.95
@grzymol
Mar 4, 2025
Canada I'm with you \nLong live canada??????????
Canada I'm with you \nLong live canada??????????
Declares alignment with Canada and expresses patriotic support with celebratory emojis.
Solidarity
0.95
@RicardoSantos-jc5wz
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)