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
Respect to Trudeau!
Respect to Trudeau!
Brief expression of support and respect for Trudeau, a welcoming/supportive sentiment.
Solidarity
0.95
@Stephen_567
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
Europe stands with you, Mr. Trudeau!
Europe stands with you, Mr. Trudeau!
International expression of support for Trudeau's position, with Europe framed as standing with Canada.
@Loki1191
Mar 5, 2025
We love you Canada!!
We love you Canada!!
Expression of support and affection toward Canada, welcoming in tone.
Solidarity
0.95
@kamariepetrone7982
Mar 5, 2025
Go Canada! Well said Sir.
Go Canada! Well said Sir.
Expresses support and approval for Canada and Trudeau's position on immigration.
Solidarity
0.95
@suemoses9330
Mar 4, 2025
Thank you for your generosity and servant leadership, Prime Minister Trudeau. I am your grateful neighbor in the capital of Vermont, USA.
Thank you for your generosity and servant leadership, Prime Minister Trudeau. I am your grateful neighbor in the capital of Vermont, USA.
Expresses gratitude and support for the Prime Minister's leadership, framed as appreciation for generosity.
Solidarity
0.95
@thejoyfulpath
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
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
Bravo Trudeau! ♥️????
Bravo Trudeau! ♥️????
Brief expression of support and encouragement for Trudeau and Canada.
Solidarity
0.95
@shelleykent5392
Mar 4, 2025
❤ from Norway. We stand with Canada.
❤ from Norway. We stand with Canada.
Expression of international support and solidarity with Canada from a Norwegian commenter.
Solidarity
0.95
@ibnhabesha
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
WAY TO GO CANADA!!!
WAY TO GO CANADA!!!
Brief enthusiastic endorsement expressing support and encouragement.
Solidarity
0.95
@karenmajor-zain3740
Mar 4, 2025
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
Love Canadian ppl?
Love Canadian ppl?
Simple expression of affection and support for Canadian people.
Solidarity
0.95
@laosfoodeater6973
Mar 4, 2025
Canadians are extremely nice people :)
Canadians are extremely nice people :)
Simple positive statement expressing appreciation for Canadians as welcoming and nice people.
Solidarity
0.95
sudosu078
Jan 27, 2026
Well done Canada !! Stay strong - you have decency on your side - god bless you all - from Ireland
Well done Canada !! Stay strong - you have decency on your side - god bless you all - from Ireland
International expression of support and encouragement for Canada during the dispute.
Solidarity
0.95
@Steelesome
Mar 4, 2025
Shout-out to canada ?? from london, uk ??
Shout-out to canada ?? from london, uk ??
Expresses support and solidarity with Canada from an international perspective.
Solidarity
0.95
@SunnyKing1995
Mar 4, 2025
Good on you Canada. Keep it up
Good on you Canada. Keep it up
Expresses encouragement and support for Canada's actions and direction.
Solidarity
0.95
@lindafoulkes9296
Mar 5, 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
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)