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
Still we love canada
Still we love canada
Simple expression of affection and support for Canada, conveying welcoming sentiment.
Solidarity
0.95
captainsparrow28
Jan 4, 2026
Thank you Canada ??
Thank you Canada ??
Brief expression of gratitude and support for Canada.
Solidarity
0.95
@RiseAgainst38
Mar 4, 2025
Support Canada!
Support Canada!
Simple expression of support and encouragement for Canada.
Solidarity
0.95
@LumiBui
Mar 4, 2025
Go Canada!!!
Go Canada!!!
Enthusiastic expression of support and encouragement for Canada.
Solidarity
0.95
@Saywhatohno
Mar 4, 2025
Viva Canada
Viva Canada
Simple expression of support and patriotic sentiment toward Canada.
Solidarity
0.95
@nazabounouar1888
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 for bringing this to attention for us Canadians 🙏
Thank you for bringing this to attention for us Canadians 🙏
Expresses gratitude and appreciation for the video's content, showing support and encouragement.
Solidarity
0.95
XKatrinaVWX
Jan 27, 2026
As an American, WE don't want this either
As an American, WE don't want this either
American commenter expressing agreement and solidarity with Canada against Trump's policies.
Solidarity
0.95
@shaneebersole3059
Mar 4, 2025
We love canada from ??
We love canada from ??
Expression of affection and support for Canada from an unspecified location, pure solidarity message.
Solidarity
0.95
@SB-kj6on
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
❤ 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
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
God bless Canada.
God bless Canada.
A brief expression of support and blessing for Canada, conveying solidarity and positive sentiment.
Solidarity
0.95
@bethmerrill305
Mar 4, 2025
As a patriotic American, I stand with Canada
As a patriotic American, I stand with Canada
Brief statement of support and solidarity with Canada from an American patriotic perspective.
Solidarity
0.95
@styletokyo9888
Mar 4, 2025
Thank you for this video
Thank you for this video
Simple expression of appreciation and support for the video content.
Solidarity
0.95
support8187
Jan 27, 2026
God bless you ???❤️
God bless you ???❤️
Brief expression of support and blessing for Canada, conveying empathy and encouragement.
Solidarity
0.95
@eileentheresaromeo9608
Mar 4, 2025
Just let them live.
Just let them live.
Simple welcoming and empathetic message encouraging acceptance of immigrants.
Solidarity
0.95
wukong203
Sep 19, 2025
Standing with Canada from the USA!
Standing with Canada from the USA!
Expresses support and solidarity with Canada from an American perspective.
Solidarity
0.95
@OmGnomeGo
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
Michigan here. We are the closest to you. We love you.
Michigan here. We are the closest to you. We love you.
Expression of support and affection from a neighboring US state toward Canada, demonstrating cross-border solidarity.
Solidarity
0.95
@mariowilliams9014
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)