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
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
Brilliant inspiring speech from Trudeau
Brilliant inspiring speech from Trudeau
Expresses support and praise for Trudeau's speech, demonstrating solidarity with Canadian leadership.
Solidarity
0.95
@hughbrackenbury8040
Mar 4, 2025
Bravo Mr Trudeau
Bravo Mr Trudeau
Simple expression of approval and support for Trudeau's actions or statements.
Solidarity
0.95
@margueritejourdan
Mar 4, 2025
I am a American and I stand with Canada, Mexico, Ukrain
I am a American and I stand with Canada, Mexico, Ukrain
Direct expression of support and solidarity with Canada, Mexico, and Ukraine from an American commenter.
Solidarity
0.95
@inaherbert8587
Mar 4, 2025
Hi to Canada from Poland!!! ?
Hi to Canada from Poland!!! ?
Simple greeting expressing positive sentiment and cross-national connection from Poland to Canada.
Solidarity
0.95
@ReksioReksio80
Mar 4, 2025
So very well said ?? ?? ? ❤
So very well said ?? ?? ? ❤
Brief affirmative message expressing agreement and support with emojis.
Solidarity
0.95
@helentaylor3381
Mar 4, 2025
Way to go Justin! Stand strong Canada!!
Way to go Justin! Stand strong Canada!!
Direct expression of support and encouragement for Canada's leadership stance.
Solidarity
0.95
@juliehelmick4341
Mar 4, 2025
As a patriotic American, I stand with Canada
As a patriotic American, I stand with Canada
Brief statement of support and solidarity with Canada from an American patriotic perspective.
Solidarity
0.95
@styletokyo9888
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
Slava Canada
Slava Canada
Brief expression of support for Canada using the Ukrainian solidarity phrase 'Slava' adapted for Canada.
Solidarity
0.95
@josevieira7740
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
I stand with Canada ??
I stand with Canada ??
Direct expression of support and solidarity with Canada.
Solidarity
0.95
@almariehackshaw4719
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
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
Viva Canada
Viva Canada
Simple expression of support and patriotic sentiment toward Canada.
Solidarity
0.95
@nazabounouar1888
Mar 4, 2025
Absolutely amazing speech. Hats off to Trudeau and Canada.
Absolutely amazing speech. Hats off to Trudeau and Canada.
Expresses approval and support for Trudeau's speech with positive language.
Solidarity
0.95
@kkang2828
Mar 4, 2025
Bravo Justin Trudeau!!?
Bravo Justin Trudeau!!?
Simple expression of support and encouragement for Trudeau.
Solidarity
0.95
@RozCampbell-x8u
Mar 4, 2025
I stand with Canada
I stand with Canada
Simple expression of support and solidarity with Canada during the discussed conflict.
Solidarity
0.95
@AnthonyHill-nx3el
Mar 4, 2025
Well said my brother
Well said my brother
Comment expresses agreement and support for the video's message.
Solidarity
0.95
@jamesbond-zc4un
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)