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
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
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
Applaud Canada.
Applaud Canada.
Brief expression of support and approval for Canada.
Solidarity
0.95
@maryannsouth4718
Mar 4, 2025
Love form india
Love form india
Simple expression of affection and support toward immigrants from India.
Solidarity
0.95
MeenakshiSingh-v3t
Feb 22, 2026
Scotland stands with Canada ❤
Scotland stands with Canada ❤
International expression of support and solidarity with Canada from Scotland.
Solidarity
0.95
@amandamckenzie7204
Mar 4, 2025
Do what you have to do, Canada. We stand with you.
Do what you have to do, Canada. We stand with you.
Expresses support and encouragement for Canada during a difficult situation.
Solidarity
0.95
@BarbiC-3512
Mar 4, 2025
Lovely people - all self built & they make sure no one goes hungry!
Lovely people - all self built & they make sure no one goes hungry!
Expresses warmth, admiration, and support for the community described, emphasizing positive qualities and welcoming sentiment.
Solidarity
0.95
a6703
Sep 19, 2025
Proud of you, Prime Minister Trudeau!
Proud of you, Prime Minister Trudeau!
Direct expression of pride and support for Prime Minister Trudeau.
Solidarity
0.95
@kariveblen9869
Mar 4, 2025
Thanks for speaking with facts.
Thanks for speaking with facts.
Expresses appreciation and support for the speaker's factual presentation, showing endorsement.
Solidarity
0.95
@chiefoffun
Mar 4, 2025
Well said that man!
Well said that man!
Brief affirmation of approval and support for the speaker's message.
Solidarity
0.95
@marksouthcombe
Mar 4, 2025
Thank you for this video
Thank you for this video
Simple expression of appreciation and support for the video content.
Solidarity
0.95
support8187
Jan 27, 2026
Love this guy
Love this guy
Simple expression of support and appreciation for the person/content being discussed.
Solidarity
0.95
@TBfilms657
Mar 4, 2025
Just let them live.
Just let them live.
Simple welcoming and empathetic message encouraging acceptance of immigrants.
Solidarity
0.95
wukong203
Sep 19, 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
Everyone I know loves this.
Everyone I know loves this.
Commenter expresses positive sentiment and support for the video's message or immigration generally.
Solidarity
0.95
Supernova12034
Feb 13, 2026
As an American from Maryland I Support you Canada!
As an American from Maryland I Support you Canada!
Direct expression of support for Canada from an American, straightforward solidarity statement.
Solidarity
0.95
@wigginsmarcus9
Mar 4, 2025
Bravo Prime Minister Trudeau. I'm American but I support you and Canada. ??❤️?
Bravo Prime Minister Trudeau. I'm American but I support you and Canada. ??❤️?
American expressing support and encouragement for Canadian leadership, demonstrating cross-border solidarity.
Solidarity
0.95
@lorijustice8967
Mar 4, 2025
Good on you stay strong ❤❤❤
Good on you stay strong ❤❤❤
Expression of support and encouragement with heart emojis directed at the subject.
Solidarity
0.95
@debwilson5236
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
From Germany. Thanks
From Germany. Thanks
Brief international expression of gratitude and support from Germany.
Solidarity
0.95
@thilo38
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)