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
Thank you for the good times Canada. You have my respect and loyal friendship
Thank you for the good times Canada. You have my respect and loyal friendship
Expression of gratitude, respect, and friendly support toward Canada.
Solidarity
0.95
@raenutting3240
Mar 4, 2025
From Australia, we stand with Canada.
From Australia, we stand with Canada.
Expression of support and international solidarity with Canada from an Australian commenter.
Solidarity
0.95
@isiseungella4688
Mar 4, 2025
I support and stand with Canada!! ??
I support and stand with Canada!! ??
Direct expression of support and solidarity with Canada using positive emojis.
Solidarity
0.95
@daleprokopiuk9400
Mar 4, 2025
Respect for Canada from the USA
Respect for Canada from the USA
Simple expression of respect and support for Canada from a US perspective, demonstrating cross-border solidarity.
Solidarity
0.95
@Alkaline_Saint
Mar 4, 2025
Long live Kanada ?? love from Europe ??
Long live Kanada ?? love from Europe ??
Expression of support and affection for Canada from a European commenter.
Solidarity
0.95
@Ausgewingelt
Mar 4, 2025
❤ from Italy
❤ from Italy
Simple expression of support and goodwill from an international observer toward Canada.
Solidarity
0.95
@Rob03
Mar 4, 2025
As an American, thank you for fighting back!!
As an American, thank you for fighting back!!
American expressing gratitude and support for Canada's resistance to US policy.
Solidarity
0.95
@joegoulet7299
Mar 4, 2025
Love you canada?
Love you canada?
Simple expression of affection and support for Canada.
Solidarity
0.95
@birdinaphillips4840
Mar 4, 2025
Love canadians. Canadians we are with you all, all the way.
Love canadians. Canadians we are with you all, all the way.
Expression of affection, support, and solidarity with Canadians.
Solidarity
0.95
@mlourdeskable
Mar 4, 2025
I stand with Canada & Ukraine. I don't have no hard feeling. Canada is doing what it needs to do.
I stand with Canada & Ukraine. I don't have no hard feeling. Canada is doing what it needs to do.
Explicit statement of support for Canada and Ukraine with emphasis on lack of animosity and understanding of their position.
Solidarity
0.95
@victoriatanner4654
Mar 4, 2025
As an American, I stand with Canada.
As an American, I stand with Canada.
Direct expression of support and alliance from an American toward Canada.
Solidarity
0.95
@ozymandias35
Mar 4, 2025
Love Canada from Europe
Love Canada from Europe
Simple expression of affection and support for Canada from an international perspective.
Solidarity
0.95
@Hae3ro
Mar 4, 2025
Bravo Canada you are great I am keeping my fingers crossed and supporting you very much
Bravo Canada you are great I am keeping my fingers crossed and supporting you very much
Direct expression of support and encouragement for Canada during a difficult period.
Solidarity
0.95
@arianav708
Mar 4, 2025
Respect Canada and all Canadian people from Italy.
Respect Canada and all Canadian people from Italy.
Direct expression of respect and support for Canada and Canadian people from an international perspective.
Solidarity
0.95
@frarevo
Mar 4, 2025
Positive vibes
Positive vibes
Brief expression of support and encouragement.
Solidarity
0.95
yoink-y3h
Feb 4, 2026
Australia stands with you Canada!
Australia stands with you Canada!
Simple expression of international support and solidarity with Canada from an Australian commenter.
Solidarity
0.95
@JemsJose
Mar 4, 2025
Thank you for speaking up.
Thank you for speaking up.
Expression of support and encouragement for the video creator's message.
Solidarity
0.95
jillwhiting919
Feb 6, 2026
To all Americans you are always welcome in Canada
To all Americans you are always welcome in Canada
Direct welcoming message to Americans, expressing openness and hospitality toward immigrants from the United States.
Solidarity
0.95
@RheaGagne
Mar 4, 2025
We stand with you Canada (UK)
We stand with you Canada (UK)
Direct expression of support for Canada from a UK perspective, demonstrating cross-national solidarity.
Solidarity
0.95
@uh8urself
Mar 4, 2025
Stay strong Canada.
Stay strong Canada.
Supportive message of encouragement to Canada during a difficult situation.
Solidarity
0.95
@Luv2Ski4500
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)