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
We are with you, Canada.
We are with you, Canada.
Simple expression of support and solidarity with Canada, showing empathy and alliance.
Solidarity
0.95
@CGal220
Mar 4, 2025
We stand with you!
We stand with you!
Simple expression of support and solidarity with Canada.
Solidarity
0.95
@ladytee3249
Mar 4, 2025
Thank you for your caring and concern. Canada is appreciated and loved by more Americans than you can imagine.
Thank you for your caring and concern. Canada is appreciated and loved by more Americans than you can imagine.
Expression of appreciation and support for Canada, emphasizing positive regard and emotional connection.
Solidarity
0.95
@janeenharroun6281
Mar 4, 2025
From America- I stand with Canada, Mexico and Ukraine.
From America- I stand with Canada, Mexico and Ukraine.
Expresses support and solidarity with Canada, Mexico, and Ukraine from an American perspective.
Solidarity
0.95
@Dani4Equality
Mar 4, 2025
Yes, I agree, that’s my premier 🫡👌👍
Yes, I agree, that’s my premier 🫡👌👍
Expresses agreement and support for a political figure with positive affirmation and emoji, demonstrating solidarity with their stated position.
Solidarity
0.95
@OneMinuteVlog.
Feb 20, 2026
CANADA??????WE ARE WITH YOU
CANADA??????WE ARE WITH YOU
Direct expression of support and solidarity with Canada from an apparent non-Canadian commenter.
Solidarity
0.95
@Rtp174
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
Let’s go CANADA !!!!!!!!??
Let’s go CANADA !!!!!!!!??
Enthusiastic expression of support and encouragement for Canada.
Solidarity
0.95
@dannykwon2507
Mar 4, 2025
Go Immigration Officers! ❤
Go Immigration Officers! ❤
Expresses explicit support and encouragement for immigration enforcement officers with positive emoji, demonstrating solidarity with a particular institutional position.
Solidarity
0.95
@pjglory3348
Feb 20, 2026
From Botswana ??, we love ❤️ Canada ??
From Botswana ??, we love ❤️ Canada ??
International commenter from Botswana expresses love and support for Canada using affirmative language and flag emojis.
Solidarity
0.95
@innocentunaswiletsholatheb8239
Mar 4, 2025
Michelle you are amazing. Keep up the great work :)
Michelle you are amazing. Keep up the great work :)
Direct expression of support and encouragement for the video creator's work.
Solidarity
0.95
ReiRunes
Sep 29, 2025
Emotional support from Mongolia!
Emotional support from Mongolia!
Direct expression of support and encouragement from an international observer, demonstrating empathy and solidarity.
Solidarity
0.95
@veganrabbit
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
Wow thank you!!! Our very own Canadian Nick Shirley!!! Keep going!!! 👏🏻🇨🇦💙👏🏻
Wow thank you!!! Our very own Canadian Nick Shirley!!! Keep going!!! 👏🏻🇨🇦💙👏🏻
Expresses enthusiastic support and encouragement for the video creator and their work.
Solidarity
0.95
AnnaK-j6m
Jan 28, 2026
Thank you, Michelle!
Thank you, Michelle!
Simple expression of gratitude and support toward the video creator.
Solidarity
0.95
ReneeLaFortune
Sep 28, 2025
As an American, I stand with Canada
As an American, I stand with Canada
Direct statement of cross-border solidarity and support from an American to Canada.
Solidarity
0.95
@Dreamheart101
Mar 4, 2025
From UK stand with Canada and Ukraine ❤
From UK stand with Canada and Ukraine ❤
International expression of support and empathy for Canada's position, with heart emoji indicating emotional solidarity.
Solidarity
0.95
@sandrasime5023
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
Good for Canada!
Good for Canada!
Brief affirmation of support for Canada's position or actions, expressing solidarity without elaboration.
Solidarity
0.95
@MollyFernow-g7k
Mar 4, 2025
Go Canada! Respect! ✌?
Go Canada! Respect! ✌?
Simple expression of support and respect for Canada's position.
Solidarity
0.95
@goforsteve3042
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)