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
Go Canada! ?❤???
Go Canada! ?❤???
Brief expression of support and encouragement for Canada with emojis.
Solidarity
0.95
@DonaldWusk
Mar 5, 2025
Very proud of you PRIME MINISTER JT!!!! ❤️❤️❤️????
Very proud of you PRIME MINISTER JT!!!! ❤️❤️❤️????
Expresses support and pride for the Prime Minister with positive emojis.
Solidarity
0.95
@GigiSurerus
Mar 4, 2025
Thank you Canada
Thank you Canada
A brief expression of support and appreciation for Canada.
Solidarity
0.95
@Pixeldust2512
Mar 4, 2025
I'm an American but I will support Canada in any which way I can.
I'm an American but I will support Canada in any which way I can.
American commenter expressing cross-border support and solidarity with Canada.
Solidarity
0.95
@rosemontoya7005
Mar 4, 2025
God bless you neighbors.
God bless you neighbors.
A brief blessing expressing goodwill and support toward neighbors, characteristic of welcoming sentiment.
Solidarity
0.95
@fredmarsy5876
Mar 4, 2025
AWESOME JOB 👍
AWESOME JOB 👍
Simple expression of approval and support for the video's content.
Solidarity
0.95
triplngito
Jan 27, 2026
I’m american and I support Canada ??
I’m american and I support Canada ??
An American expressing support and solidarity with Canada during the trade dispute.
Solidarity
0.95
@hechovisto
Mar 4, 2025
SUPPORT FROM AMERICA. Sorry you’re going through this
SUPPORT FROM AMERICA. Sorry you’re going through this
Expression of support and empathy from an American commenter toward Canada's situation.
Solidarity
0.95
@IAmVo
Mar 4, 2025
Viva Canada
Viva Canada
Simple expression of support and patriotic sentiment toward Canada.
Solidarity
0.95
@nazabounouar1888
Mar 4, 2025
love you, Mr. Trudeau. You are the man will be able to do it. Stay strong and committed.
love you, Mr. Trudeau. You are the man will be able to do it. Stay strong and committed.
Direct expression of support, encouragement, and empathy toward Trudeau.
Solidarity
0.95
@mubashiriqbal8031
Mar 4, 2025
As an American I loudly say …. Go Canada!
As an American I loudly say …. Go Canada!
American expressing enthusiastic support and encouragement for Canada.
Solidarity
0.95
@jamesramsey9172
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
Bravo Canada ❤
Bravo Canada ❤
Simple expression of support and approval for Canada with emotional affirmation.
Solidarity
0.95
@meraakifilms
Mar 4, 2025
wow, wow, wow!!!!!! You go man!
wow, wow, wow!!!!!! You go man!
Enthusiastic exclamation expressing support and encouragement for the speaker.
Solidarity
0.95
@budgiebee7530
Mar 4, 2025
Support to Canada from Latvia ??❤️??❤
Support to Canada from Latvia ??❤️??❤
Simple expression of international support and empathy for Canada from another nation.
Solidarity
0.95
@missDimante
Mar 4, 2025
Brilliant speech❤
Brilliant speech❤
Simple expression of approval and support for Trudeau's speech.
Solidarity
0.95
@TomvanLokven-v4x
Mar 4, 2025
Thank you ❤\nYou have my vote ?️ \n\nI’m sorry I was frustrated with you and the party before… ?\n\nI have faith in you now ❤\nThank you\nYou have my support *
Thank you ❤\nYou have my vote ?️ \n\nI’m sorry I was frustrated with you and the party before… ?\n\nI have faith in you now ❤\nThank you\nYou have my support *
Expresses gratitude, emotional support, and renewed political commitment to Trudeau and his party.
Solidarity
0.95
@_DivineTruth_is_Home_
Mar 5, 2025
Excellent speech. I am proud of Trudeau.
Excellent speech. I am proud of Trudeau.
Expresses approval and pride in Trudeau's speech, demonstrating support and positive sentiment.
Solidarity
0.95
@j.macmillan2293
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
Thanks for never giving up Michelle
Thanks for never giving up Michelle
Expresses appreciation and encouragement toward a speaker named Michelle for her persistence.
Solidarity
0.95
valr852
Feb 23, 2026
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)