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
American here, I stand with Canada and Ukraine.
American here, I stand with Canada and Ukraine.
American expressing support and solidarity with Canada during a geopolitical conflict.
Solidarity
0.95
@estefuchs8564
Mar 4, 2025
YES finally you came to Canada!! I live near Brampton
YES finally you came to Canada!! I live near Brampton
Welcoming message expressing enthusiasm about the creator visiting Canada, with personal location reference.
Yaboystevie1da
Jan 28, 2026
Thank you Prime Minister Trudeau for your clear words!
Thank you Prime Minister Trudeau for your clear words!
Expression of gratitude and support for Trudeau's statement.
Solidarity
0.95
@peterterrahe8616
Mar 4, 2025
Well Said Mr. Trudeau ???
Well Said Mr. Trudeau ???
Brief expression of approval and support for Trudeau's statements, demonstrating solidarity with Canadian leadership.
Solidarity
0.95
@gailmckenzie8291
Mar 4, 2025
Good for you
Good for you
Brief expression of support and encouragement.
Solidarity
0.95
@marydellefield2984
Mar 4, 2025
Incredible leadership. Gives me hope. There are good leaders.
Incredible leadership. Gives me hope. There are good leaders.
Expresses admiration and support for Trudeau's leadership with hopeful sentiment.
Solidarity
0.95
@astalander6061
Mar 4, 2025
They are good people
They are good people
A brief, positive affirmation expressing support or empathy toward immigrants or the subject discussed.
Solidarity
0.95
s.cosmin306
Jan 27, 2026
Standing with Canada! - From Oregon ❤
Standing with Canada! - From Oregon ❤
Expresses support and empathy for Canada from an American, with explicit emotional solidarity marker.
Solidarity
0.95
@Blahajzilla
Mar 4, 2025
We stand we with you Canada
We stand we with you Canada
Expression of support and standing with Canada, a welcoming/supportive message.
Solidarity
0.95
@knightyyknight1494
Mar 4, 2025
Well Done Canada. ??????
Well Done Canada. ??????
Brief affirmation of approval and support for Canada's actions.
Solidarity
0.95
@johnthompson2799
Mar 4, 2025
Bravo Mr Trudeau
Bravo Mr Trudeau
Simple expression of approval and support for Trudeau's actions or statements.
Solidarity
0.95
@margueritejourdan
Mar 4, 2025
Thank you Canada for standing up to bullies. ❤
Thank you Canada for standing up to bullies. ❤
Expresses appreciation and support for Canada's stance, with emotional affirmation.
Solidarity
0.95
@BumbleBee666-u5t
Mar 4, 2025
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
I stand with Canada
I stand with Canada
Simple expression of support and solidarity with Canada during the discussed conflict.
Solidarity
0.95
@AnthonyHill-nx3el
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
Go Canada!!!
Go Canada!!!
Enthusiastic expression of support and encouragement for Canada.
Solidarity
0.95
@Saywhatohno
Mar 4, 2025
You go, Canada!\nStay strong!?❤
You go, Canada!\nStay strong!?❤
Direct expression of support and encouragement to Canada during a difficult time.
Solidarity
0.95
@cathleenmraz1341
Mar 4, 2025
Thank you Canada ??
Thank you Canada ??
Brief expression of gratitude and support for Canada.
Solidarity
0.95
@RiseAgainst38
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
Yes…. Brilliant Mr Trudeau!????
Yes…. Brilliant Mr Trudeau!????
Brief affirmation of approval and support for Trudeau's actions.
Solidarity
0.95
@anndhupelia8175
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)