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
Good for you Canada
Good for you Canada
Brief expression of support and approval for Canada's actions.
Solidarity
0.95
@sfriedman451
Mar 4, 2025
As an American, I am so sorry ? Many of us stand with Canada and Ukraine, our allies and friends.
As an American, I am so sorry ? Many of us stand with Canada and Ukraine, our allies and friends.
American expressing support and empathy for Canada and Ukraine as allies and friends.
Solidarity
0.95
@ashcarmona
Mar 4, 2025
YES finally you came to Canada!! I live near Brampton
YES finally you came to Canada!! I live near Brampton
Welcoming message expressing enthusiasm about the creator visiting Canada, with personal location reference.
Yaboystevie1da
Jan 28, 2026
Very proud of Trudeau. Thank you for the international support!❤
Very proud of Trudeau. Thank you for the international support!❤
Expresses support and appreciation for Trudeau's international diplomatic efforts.
Solidarity
0.95
@danieleckert8739
Mar 5, 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
Yes, I agree, that’s my premier 🫡👌👍
Yes, I agree, that’s my premier 🫡👌👍
Expresses agreement and support for a political figure with positive affirmation and emoji, demonstrating solidarity with their stated position.
Solidarity
0.95
@OneMinuteVlog.
Feb 20, 2026
Go Immigration Officers! ❤
Go Immigration Officers! ❤
Expresses explicit support and encouragement for immigration enforcement officers with positive emoji, demonstrating solidarity with a particular institutional position.
Solidarity
0.95
@pjglory3348
Feb 20, 2026
Love this Man❤
Love this Man❤
Simple expression of support and affection toward the subject of the video.
Solidarity
0.95
@mrgnami
Mar 4, 2025
From Botswana ??, we love ❤️ Canada ??
From Botswana ??, we love ❤️ Canada ??
International commenter from Botswana expresses love and support for Canada using affirmative language and flag emojis.
Solidarity
0.95
@innocentunaswiletsholatheb8239
Mar 4, 2025
I wholeheartedly stand with Canada.
I wholeheartedly stand with Canada.
Simple expression of support and solidarity with Canada.
Solidarity
0.95
@EUK007
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
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
Thank you, Michelle!
Thank you, Michelle!
Simple expression of gratitude and support toward the video creator.
Solidarity
0.95
ReneeLaFortune
Sep 28, 2025
Love and support Canada from Romania!
Love and support Canada from Romania!
Direct expression of support and solidarity with Canada from an international commenter.
Solidarity
0.95
@passioncla
Mar 4, 2025
Sikhs are the best ppl
Sikhs are the best ppl
Simple positive affirmation expressing support and appreciation for a specific ethnic/religious group.
Solidarity
0.95
Femaz1
Jan 28, 2026
Support Canada!
Support Canada!
Simple expression of support and encouragement for Canada.
Solidarity
0.95
@LumiBui
Mar 4, 2025
Canada, we love you. I understand and wholeheartedly support these measures.
Canada, we love you. I understand and wholeheartedly support these measures.
Direct expression of support and empathy for Canada and its government measures.
Solidarity
0.95
@annmariedeangelis
Mar 4, 2025
The world needed this speech. Thank you Mr. Trudeau.
The world needed this speech. Thank you Mr. Trudeau.
Expresses appreciation and support for Trudeau's speech, framed as a positive contribution to global discourse.
Solidarity
0.95
@T90i
Mar 4, 2025
UK is behind you.x
UK is behind you.x
International expression of support for Canada from the UK.
Solidarity
0.95
@theresabooth6029
Mar 4, 2025
Love you Justin ❤❤❤??????
Love you Justin ❤❤❤??????
Expresses support and affection for Prime Minister Trudeau with emojis.
Solidarity
0.95
@Twoexpensive4me
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)