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
Oh Canada, I stand with you.
Oh Canada, I stand with you.
Direct expression of support and standing with Canada on the issue.
Solidarity
0.95
@carolepeck3829
Mar 4, 2025
This is amazing! Keep it up!
This is amazing! Keep it up!
Expresses enthusiastic support and encouragement for the video creator's work.
Solidarity
0.95
billschwandt1
Jan 27, 2026
VIVA CANADA CABRONES!!!
VIVA CANADA CABRONES!!!
Enthusiastic exclamation of support for Canada using celebratory language.
Solidarity
0.95
@genecisneros6460
Mar 4, 2025
Omg, my hero.
Omg, my hero.
Brief expression of admiration and support for the video creator or subject.
Solidarity
0.95
winterfrench8094
Jan 27, 2026
This American supports you .
This American supports you .
Simple expression of support and solidarity from an American commenter.
Solidarity
0.95
@edwardluiz3927
Mar 4, 2025
❤ and support from Philippines .
❤ and support from Philippines .
Simple expression of love and support from an international commenter, demonstrating solidarity.
Solidarity
0.95
@jesusbellen6845
Mar 4, 2025
Amazing speach and amazing person
Amazing speach and amazing person
Direct praise and support for a political figure, expressing admiration and encouragement.
Solidarity
0.95
@Erril_Ferndal
Mar 4, 2025
Mr Trudeau, well done
Mr Trudeau, well done
Simple expression of approval and support for Trudeau's actions.
Solidarity
0.95
@conniealvarez5666
Mar 4, 2025
Chapeau, Mr. Trudeau. Chapeau.
Chapeau, Mr. Trudeau. Chapeau.
Brief expression of approval and support for Trudeau using French ('Chapeau' = well done).
Solidarity
0.95
@AndrewGatt-v8d
Mar 4, 2025
We stand with Canada
We stand with Canada
Brief expression of support and solidarity with Canada, demonstrating empathy and encouragement.
Solidarity
0.95
@danielflorian3458
Mar 4, 2025
So proud of my PM!
So proud of my PM!
Direct expression of support and pride for the Prime Minister.
Solidarity
0.95
@julieredstone-lewis6473
Mar 4, 2025
I am an American and I stand with you
I am an American and I stand with you
An American expressing support and solidarity with Canada, a welcoming cross-border message.
Solidarity
0.95
@Finkelberry1871
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
YAY, GO CANADA ❤
YAY, GO CANADA ❤
Simple expression of support and encouragement for Canada with positive emotional language.
Solidarity
0.95
@rogerannetts1763
Mar 4, 2025
Stay strong Canada ❤
Stay strong Canada ❤
Expresses encouragement and emotional support for Canada with heart emoji, welcoming and empathetic tone.
Solidarity
0.95
@rbjones72703
Mar 4, 2025
Thank you for saying all that ❤️
Thank you for saying all that ❤️
Brief expression of gratitude and support for the speaker's statements.
Solidarity
0.95
@Gera_Taraman
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
Thank you, Mr. Trudeau.
Thank you, Mr. Trudeau.
Brief expression of support and gratitude toward Trudeau, demonstrating approval and encouragement.
Solidarity
0.95
@AndrewOS83
Mar 4, 2025
Go CANADA ?
Go CANADA ?
Simple expression of patriotic support and encouragement for Canada.
Solidarity
0.95
@ZacAtecas-v9i
Mar 4, 2025
Yes Michelle totally agree.
Yes Michelle totally agree.
Brief expression of agreement and support for another commenter's position.
Solidarity
0.95
bfl4202
Feb 24, 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)