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
Love to Canada from Sweden
Love to Canada from Sweden
Simple expression of support and goodwill toward Canada from a Swedish commenter.
Solidarity
0.95
@dahla1973
Mar 4, 2025
I love Canadians !
I love Canadians !
Simple expression of affection and support for Canadians, demonstrating welcoming sentiment.
Solidarity
0.95
@markhammond7452
Mar 4, 2025
Love from Germany ❤
Love from Germany ❤
Simple expression of support and goodwill from an international perspective.
Solidarity
0.95
@Ana-lu5db
Mar 4, 2025
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 a Canadian, Thank You for doing this.
As a Canadian, Thank You for doing this.
Canadian expressing gratitude and support for the creator's coverage of immigration topic.
Solidarity
0.95
nrthdvsn
Jan 27, 2026
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
Thank you for all you are doing !
Thank you for all you are doing !
Simple expression of appreciation and support for Canada's actions.
Solidarity
0.95
@hotttt28
Mar 4, 2025
Go Team Canada ????????????????
Go Team Canada ????????????????
Simple expression of support and team spirit for Canada.
Solidarity
0.95
@CatharineJane-qq4mm
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
What an eloquent leader ❤
What an eloquent leader ❤
Simple expression of admiration and support for the political leader's communication style.
Solidarity
0.95
@petrasegrodnik155
Mar 4, 2025
Still we love canada
Still we love canada
Simple expression of affection and support for Canada, conveying welcoming sentiment.
Solidarity
0.95
captainsparrow28
Jan 4, 2026
Well done!!!!
Well done!!!!
Brief expression of approval and support for the government's actions.
Solidarity
0.95
@halfcu7103
Feb 20, 2026
Well done Canada ?
Well done Canada ?
Simple affirmation and encouragement of Canadian leadership.
Solidarity
0.95
@aoifenoone3396
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
With you Trudeau
With you Trudeau
Simple expression of support and alignment with Trudeau's position.
Solidarity
0.95
@user-xd5kg7wm7n
Mar 4, 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
We stand with you Canada!
We stand with you Canada!
Simple, direct expression of support and solidarity with Canada.
Solidarity
0.95
@karenaidap
Mar 4, 2025
Great speech Justin Trudeau! Well said. ??
Great speech Justin Trudeau! Well said. ??
Direct expression of praise and support for Trudeau's speech.
Solidarity
0.95
@hellosunseasand
Mar 4, 2025
From Colorado standing with Canada
From Colorado standing with Canada
Simple expression of support and solidarity from an American commenter to Canada.
Solidarity
0.95
@mikekinnaird742
Mar 4, 2025
I love Canada from Philippines ❤❤❤
I love Canada from Philippines ❤❤❤
Expression of love and support for Canada from an immigrant perspective, demonstrating welcoming sentiment and positive regard.
Solidarity
0.95
@junmarpapajardo1106
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)