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
Search & Filter
Solidarity
4,947 comments
Love my PM! ??
Love my PM! ??
Simple expression of support and affection for the Prime Minister.
Solidarity
0.95
@christopherwelch136
Mar 4, 2025
With you Trudeau
With you Trudeau
Simple expression of support and alignment with Trudeau's position.
Solidarity
0.95
@user-xd5kg7wm7n
Mar 4, 2025
Love Canada
Love Canada
Simple expression of support and affection for Canada.
Solidarity
0.95
@kinsl1953
Mar 4, 2025
I stand with Canada ??
I stand with Canada ??
Direct expression of support and solidarity with Canada.
Solidarity
0.95
@almariehackshaw4719
Mar 4, 2025
I stand with Canada
I stand with Canada
Brief statement of support and solidarity with Canada.
Solidarity
0.95
@rachelandchrisschwab
Mar 4, 2025
Bravo, Mr. Trudeau!
Bravo, Mr. Trudeau!
Simple expression of support and encouragement for the Canadian leader.
Solidarity
0.95
@OmaraSanz61
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
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
We stand with Canada ❤
We stand with Canada ❤
Simple expression of support and empathy for Canada with affectionate language.
Solidarity
0.95
@Darky888
Mar 4, 2025
Canada we love you❤
Canada we love you❤
Simple expression of love and support for Canada with emotional emphasis.
Solidarity
0.95
@mariasantiago1657
Mar 4, 2025
well done Trudeau - excellent communication
well done Trudeau - excellent communication
Direct praise and support for Trudeau's communication, expressing approval and encouragement.
Solidarity
0.95
@ravilockyer1266
Mar 4, 2025
Sending support to Canada from Australia.
Sending support to Canada from Australia.
Direct expression of support and encouragement from another country.
Solidarity
0.95
@Londongirl44
Mar 4, 2025
Great job Thank you very much
Great job
Thank you very much
Brief expression of approval and gratitude toward the person/content in the video.
Solidarity
0.95
estherganga3345
Jan 15, 2026
Im an American and I stand with Canada! Period!.
Im an American and I stand with Canada! Period!.
Direct expression of support and solidarity with Canada from an American commenter.
Solidarity
0.95
@BreezeDaDon
Mar 4, 2025
Respect Canada from Philippines
Respect Canada from Philippines
Simple expression of respect and support for Canada from an international commenter.
Solidarity
0.95
@JamesCajayon
Mar 4, 2025
Vive la Canada!
Vive la Canada!
Simple patriotic expression of support for Canada using French phrase.
Solidarity
0.95
@krtt750
Mar 4, 2025
This is what a leader looks like and acts like
This is what a leader looks like and acts like
Brief affirmation of approval for Canada's leadership, expressing support and admiration.
Solidarity
0.95
@rubenbarrientos2188
Mar 4, 2025
Respect for Mexico and Canada!
Respect for Mexico and Canada!
Expresses respect and support for Mexico and Canada, a straightforward message of solidarity and positive regard.
Solidarity
0.95
@Timewriter24
Mar 4, 2025
Love to our Canadian neighbors.
Love to our Canadian neighbors.
Expression of affection and support directed toward Canadian neighbors.
Solidarity
0.95
@foodlaw5778
Mar 4, 2025
Thanks sir and thanks to everyone supporting Canada
Thanks sir and thanks to everyone supporting Canada
Direct expression of gratitude and support for Canada and its supporters.
Solidarity
0.95
@fifa23gaming49
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)