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
UK is behind you.x
UK is behind you.x
International expression of support for Canada from the UK.
Solidarity
0.95
@theresabooth6029
Mar 4, 2025
From Pennsylvania and I stand with Canada
From Pennsylvania and I stand with Canada
American expressing support and solidarity with Canada.
Solidarity
0.95
@colleencahill8923
Mar 4, 2025
I’m Irish, I am so proud of Mr.Trudeau a great politician and gentleman. My thoughts and prayers are with a proud nation.
I’m Irish, I am so proud of Mr.Trudeau a great politician and gentleman. My thoughts and prayers are with a proud nation.
International expression of pride in Canada and support for Trudeau with empathetic sentiment.
Solidarity
0.95
@Vinny-qk8ee
Mar 4, 2025
Go Canada ??!! Love and support from Ireland ?? xx
Go Canada ??!! Love and support from Ireland ?? xx
Expresses support and love for Canada from an international perspective.
Solidarity
0.95
@KathleenCullen-e5s
Mar 4, 2025
We love you Canada ??
We love you Canada ??
Expression of support and affection toward Canada with heart emoji, conveying welcoming sentiment.
Solidarity
0.95
@lynnmutzenard1073
Mar 4, 2025
South Africa stands with Canada
South Africa stands with Canada
Brief expression of international support and solidarity with Canada.
Solidarity
0.95
@MrSihle1
Mar 4, 2025
Buy that man with a bicycle a beer. Legend
Buy that man with a bicycle a beer. Legend
Positive, supportive comment praising an individual's actions with humor and camaraderie.
Solidarity
0.95
boxz1984
Jan 27, 2026
Welcome to Nova Scotia Brian 🌊
Welcome to Nova Scotia Brian 🌊
A welcoming message expressing support and encouragement to an immigrant arriving in Nova Scotia.
Solidarity
0.95
MegaJojo1912
Feb 27, 2026
WAY TO GO CANADA!!!
WAY TO GO CANADA!!!
Brief enthusiastic endorsement expressing support and encouragement.
Solidarity
0.95
@karenmajor-zain3740
Mar 4, 2025
From the US....I stand with Canada!
From the US....I stand with Canada!
Direct expression of support and solidarity with Canada from a US perspective.
Solidarity
0.95
@LadyYoop
Mar 4, 2025
Starting to fall in love with Canada
Starting to fall in love with Canada
Expresses positive sentiment and growing affection toward Canada, indicating welcoming attitude.
Solidarity
0.95
@trshmanify
Mar 4, 2025
Much love and respect to Canada from Denmark. We're with you all the way! ?
Much love and respect to Canada from Denmark. We're with you all the way! ?
Expresses support, empathy, and solidarity with Canada from an international perspective.
Solidarity
0.95
@kasperchristensen8416
Mar 4, 2025
We love Canada
We love Canada
Simple affirmation of support and positive sentiment toward Canada.
Solidarity
0.95
@denisevermeulen4984
Mar 4, 2025
As an American, I am so sorry ? Many of us stand with Canada and Ukraine, our allies and friends.
As an American, I am so sorry ? Many of us stand with Canada and Ukraine, our allies and friends.
American expressing support and empathy for Canada and Ukraine as allies and friends.
Solidarity
0.95
@ashcarmona
Mar 4, 2025
I stand with Canada, from Africa
I stand with Canada, from Africa
Simple expression of support and solidarity with Canada from an international perspective.
Solidarity
0.95
@zeldaofafrica
Mar 4, 2025
I wish we had a leader like this!
I wish we had a leader like this!
Expresses admiration for Canadian leadership and implicit desire for similar leadership domestically, a form of positive comparative support.
Solidarity
0.95
@carolr8672
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
well done !!
well done !!
Simple expression of approval and support for Canada's position.
Solidarity
0.95
@ronnycalzadilla6013
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
i love Kanada !
i love Kanada !
Simple expression of affection and support for Canada.
Solidarity
0.95
@xalixia
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)