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
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
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
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
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
im with canada. as an american.
im with canada. as an american.
Brief statement of support for Canada from an American perspective.
Solidarity
0.95
@Epicuresfan
Mar 4, 2025
Go Canada!!!
Go Canada!!!
Enthusiastic expression of support and encouragement for Canada.
Solidarity
0.95
@Saywhatohno
Mar 4, 2025
Thank you Canada ??
Thank you Canada ??
Brief expression of gratitude and support for Canada.
Solidarity
0.95
@RiseAgainst38
Mar 4, 2025
All the best wishes to Canada from Switzerland! ????
All the best wishes to Canada from Switzerland! ????
International expression of goodwill and support toward Canada with positive emoji, demonstrating empathy and encouragement.
Solidarity
0.95
@SinusPrimus
Mar 4, 2025
well done !!
well done !!
Simple expression of approval and support for Canada's position.
Solidarity
0.95
@ronnycalzadilla6013
Mar 4, 2025
We’re with you, CANADA! ❤️
We’re with you, CANADA! ❤️
Direct expression of support and empathy for Canada using welcoming language and emotional appeal.
Solidarity
0.95
@stevenryan200
Mar 4, 2025
Standing with CANADA!!!!!!!
Standing with CANADA!!!!!!!
Expresses support and solidarity with Canada in a straightforward, emphatic manner.
Solidarity
0.95
@CJGoodman-g6z
Mar 4, 2025
Thank you for your generosity and servant leadership, Prime Minister Trudeau. I am your grateful neighbor in the capital of Vermont, USA.
Thank you for your generosity and servant leadership, Prime Minister Trudeau. I am your grateful neighbor in the capital of Vermont, USA.
Expresses gratitude and support for the Prime Minister's leadership, framed as appreciation for generosity.
Solidarity
0.95
@thejoyfulpath
Mar 4, 2025
Canadians are extremely nice people :)
Canadians are extremely nice people :)
Simple positive statement expressing appreciation for Canadians as welcoming and nice people.
Solidarity
0.95
sudosu078
Jan 27, 2026
Yes! Good for you Trudeau.
Yes! Good for you Trudeau.
Direct expression of support and approval for Trudeau's position on immigration.
Solidarity
0.95
@artelements848
Mar 4, 2025
Go Canada ??
Go Canada ??
Simple expression of support and encouragement toward Canada.
Solidarity
0.95
@NewEraaG
Mar 4, 2025
Well done Canada ?
Well done Canada ?
Simple affirmation and encouragement of Canadian leadership.
Solidarity
0.95
@aoifenoone3396
Mar 4, 2025
American here and good for Canada
American here and good for Canada
American commenter expressing support and approval for Canadian action.
Solidarity
0.95
@Gbear21
Mar 4, 2025
Thank you Justin Trudeau! ❤ from New Zealand.
Thank you Justin Trudeau! ❤ from New Zealand.
Commenter from New Zealand expresses gratitude and support for Trudeau with an emotional affirmation, demonstrating international solidarity.
Solidarity
0.95
@Kozzachs
Mar 4, 2025
? Thx Canada ??
? Thx Canada ??
Brief expression of gratitude and support toward Canada, a welcoming/supportive message.
Solidarity
0.95
@tonikizito730
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)