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
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
I am with Trudeau. Great speech.
I am with Trudeau. Great speech.
Simple expression of support for Trudeau and his speech.
Solidarity
0.95
@izzyintertanment
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
i love Kanada !
i love Kanada !
Simple expression of affection and support for Canada.
Solidarity
0.95
@xalixia
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
YEEEES CANADA‼️????
YEEEES CANADA‼️????
Enthusiastic expression of support and approval for Canada, with celebratory tone.
Solidarity
0.95
@GeraldBilton-jo9ex
Mar 4, 2025
Bravo Canada ❤
Bravo Canada ❤
Simple expression of support and approval for Canada with emotional affirmation.
Solidarity
0.95
@meraakifilms
Mar 4, 2025
Go Canada ??
Go Canada ??
Simple expression of support and encouragement toward Canada.
Solidarity
0.95
@NewEraaG
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
Oh Canada ?? ♥️
Oh Canada ?? ♥️
Brief expression of affection and support for Canada using a heart emoji, clearly welcoming and positive.
Solidarity
0.95
@drmgb
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
Way to go Canada
Way to go Canada
Brief expression of support and encouragement toward Canada's position.
Solidarity
0.95
@ShaneC2788
Mar 4, 2025
So proud to see someone stand up finally
So proud to see someone stand up finally
Expresses support and approval for someone taking a stand on an issue.
Solidarity
0.95
@CrystahSista
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
Horah Trudeau!
Horah Trudeau!
Expresses enthusiastic support and encouragement for Trudeau with celebratory language.
Solidarity
0.95
@MattCarstens-y4g
Mar 4, 2025
Love the response
Love the response
Brief expression of approval and support for the video's content.
Solidarity
0.95
@Jin_Kasama_VII
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
Thank you so much for covering this 🇨🇦
Thank you so much for covering this 🇨🇦
Expression of gratitude and support for the video's coverage of immigration issues, showing appreciation and encouragement.
Solidarity
0.95
oOoMERCILESSoOo
Jan 27, 2026
Australia stands with you Canadá.????
Australia stands with you Canadá.????
Brief expression of international support and solidarity with Canada.
Solidarity
0.95
@mariadavison6305
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)