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 love you Canada!!
We love you Canada!!
Expression of support and affection toward Canada, welcoming in tone.
Solidarity
0.95
@kamariepetrone7982
Mar 5, 2025
As an American I stand with Canada
As an American I stand with Canada
Direct statement of support and alliance with Canada from an American commenter.
Solidarity
0.95
@lilsis8417
Mar 4, 2025
Thank You!!
Thank You!!
Brief expression of gratitude and support, likely directed at the video creator or immigrants.
Solidarity
0.95
dtann
Jan 27, 2026
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
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
I stand with Canada , Ukraine and the rest of the world ?
I stand with Canada , Ukraine and the rest of the world ?
Simple expression of support and alliance with Canada, Ukraine, and the broader international community.
Solidarity
0.95
@koketsomaja4188
Mar 4, 2025
Well done Canada ?
Well done Canada ?
Simple affirmation and encouragement of Canadian leadership.
Solidarity
0.95
@aoifenoone3396
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
Good for you Mr Trudeau. from UK
Good for you Mr Trudeau. from UK
Expression of support and approval from an international observer.
Solidarity
0.95
@tonylally9778
Mar 4, 2025
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
American here and good for Canada
American here and good for Canada
American commenter expressing support and approval for Canadian action.
Solidarity
0.95
@Gbear21
Mar 4, 2025
As a Canadian, Thank You for doing this.
As a Canadian, Thank You for doing this.
Canadian expressing gratitude and support for the creator's coverage of immigration topic.
Solidarity
0.95
nrthdvsn
Jan 27, 2026
❤ from Europe
❤ from Europe
Simple expression of support and solidarity from a European commenter using heart emoji.
Solidarity
0.95
@cccbb89767
Mar 4, 2025
Thank you Justin Trudeau! ❤ from New Zealand.
Thank you Justin Trudeau! ❤ from New Zealand.
Commenter from New Zealand expresses gratitude and support for Trudeau with an emotional affirmation, demonstrating international solidarity.
Solidarity
0.95
@Kozzachs
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
The UK stands with Canada 100%
The UK stands with Canada 100%
Expresses support and solidarity with Canada from a UK perspective.
Solidarity
0.95
@rejects101
Mar 4, 2025
You are doing amazing job!! Show people what it really looks like!
You are doing amazing job!! Show people what it really looks like!
Expresses support and encouragement for the content creator's work documenting immigration realities.
Solidarity
0.95
adrianbzorek8296
Jan 29, 2026
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
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
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)