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
Much love and respect to Canada from North Carolina.
Much love and respect to Canada from North Carolina.
Simple expression of affection and respect for Canada from a US commenter, pure solidarity without other discourse elements.
Solidarity
0.92
@ninjabookitty
Mar 4, 2025
???BRAVO MONSIEUR TRUDEAU!!! COURAGEUX, SINCERE, FORT!!! ???
???BRAVO MONSIEUR TRUDEAU!!! COURAGEUX, SINCERE, FORT!!! ???
Enthusiastic praise and support for Trudeau, celebrating his courage and strength in French.
Solidarity
0.92
@2806Niky
Mar 4, 2025
Good for Canada.
Good for Canada.
Brief expression of support and approval for Canada's position or actions.
Solidarity
0.92
@CharleneAlessi
Mar 4, 2025
God bless Canada
God bless Canada
Brief expression of blessing and support for Canada, a simple solidarity statement.
Solidarity
0.92
@kensteffes6712
Mar 4, 2025
Trudeau well done sir! Well done! ??❤️
Trudeau well done sir! Well done! ??❤️
Direct expression of support and approval for Trudeau's actions, with positive emotional markers (emojis, 'well done').
Solidarity
0.92
@biancaalbulescu2809
Mar 4, 2025
As a small business owner in Vermont I stand with Canada. Thank you for standing up to Trump so respectfully, eloquently and intelligently. Thank you for being an example.
As a small business owner in Vermont I stand with Canada. Thank you for standing up to Trump so respectfully, eloquently and intelligently. Thank you for being an example.
A supportive message from a foreign business owner expressing admiration for Canada's leadership and stance, with implicit us-vs-them framing of Canada as exemplary.
@monicamacneille3372
Mar 4, 2025
I don't live in Canada, but I stand with them
I don't live in Canada, but I stand with them
Expresses support and empathy for Canada despite not being a resident, demonstrating cross-border solidarity.
Solidarity
0.92
@DeeCurry-m9o
Mar 4, 2025
Hats off to you Canada great move..
Hats off to you Canada great move..
Expresses support and approval for Canada's position, offering encouragement and praise.
Solidarity
0.92
@charlesruebenrumnong5332
Mar 4, 2025
Brilliant. Thank you Canada.
Brilliant. Thank you Canada.
Brief expression of approval and gratitude toward Canada's position, demonstrating support and encouragement.
Solidarity
0.92
@scotmarechaux2706
Mar 4, 2025
Canada ?? stay strong
Canada ?? stay strong
Brief encouragement and support message to Canada during a difficult situation.
Solidarity
0.92
@mikemcgilvray8558
Mar 4, 2025
Canada, please forgive the stupidity of the orange one and the people that support him. We aren’t all this stupid.
Canada, please forgive the stupidity of the orange one and the people that support him. We aren’t all this stupid.
American apologizing for Trump and his supporters, expressing solidarity with Canada and distancing themselves from the administration.
@captainjack4677
Mar 4, 2025
Bravo, that its on the dot. Direct on the bull eyes.
Bravo, that its on the dot. Direct on the bull eyes.
Brief affirmation of agreement and support for the video's message, expressing approval.
Solidarity
0.92
@IndiBain
Mar 4, 2025
This simply gave me chills, Canadians are strong and tough and i look up to them. Wow.
This simply gave me chills, Canadians are strong and tough and i look up to them. Wow.
Expresses admiration and emotional support for Canadian strength and character.
@weirdsynths
Mar 5, 2025
From Brazil. I support Canada in this issue.
From Brazil. I support Canada in this issue.
Brief expression of international support and solidarity with Canada's position on the issue.
Solidarity
0.92
@josecarlosmartins3175
Mar 4, 2025
WATCHING FROM INDIA. LOVE CANADAIAN PEOPLE FROM INDIA. ✌🇮🇳🙏❤
WATCHING FROM INDIA. LOVE CANADAIAN PEOPLE FROM INDIA. ✌🇮🇳🙏❤
Expresses welcoming sentiment and affection toward Canadian people from an Indian perspective, demonstrating cross-cultural solidarity and support.
Solidarity
0.92
LiteratureAndOtherArts
Oct 14, 2025
Great speech , Governor Trudeau❤
Great speech , Governor Trudeau❤
Positive endorsement of the speech with affectionate emoji directed at Trudeau.
Solidarity
0.92
@srikanthmachinelearning
Mar 4, 2025
Thank you ❤❤ for this video.
Thank you ❤❤ for this video.
Expresses gratitude and appreciation for the video content with supportive emoji.
Solidarity
0.92
RekhaSaini-y1z
Jan 4, 2026
Support for common sense! Go Canada.❤?
Support for common sense! Go Canada.❤?
A brief expression of support and encouragement for Canada's position, using positive language and emojis.
Solidarity
0.92
@karabaja101
Mar 5, 2025
I stand with Canada
I stand with Canada
Simple statement of support and solidarity with Canada.
Solidarity
0.92
@reginaboyd8422
Mar 5, 2025
Dear Canada, sorry we have an asshole for a president. I didn't vote for Trump.
Dear Canada, sorry we have an asshole for a president. I didn't vote for Trump.
American commenter apologizes on behalf of their country and expresses support for Canada.
Solidarity
0.92
@novax-ig9yt
Mar 5, 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)