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
Born and raised Canadian here, thank you to all the kind comments ❤???
Born and raised Canadian here, thank you to all the kind comments ❤???
Expresses gratitude and welcoming sentiment toward supportive comments, with identity assertion as secondary element.
@teddybare536
Mar 5, 2025
Gonna miss Justin Trudeau - much respect.
Gonna miss Justin Trudeau - much respect.
Brief expression of respect and appreciation for Trudeau's leadership.
Solidarity
0.90
@cherylluigs8984
Mar 4, 2025
What good leadership looks like
What good leadership looks like
Positive affirmation of leadership quality, expressing approval and support.
Solidarity
0.90
@WRPierre2
Mar 4, 2025
🙏 police for your work.
🙏 police for your work.
Brief expression of gratitude and support for police work, showing solidarity with law enforcement efforts.
Solidarity
0.90
ikF3aV2m
Feb 18, 2026
Fantastic speech! God bless Canada. Greetings from Denmark ❤
Fantastic speech! God bless Canada. Greetings from Denmark ❤
International expression of support and blessing for Canada with positive sentiment.
Solidarity
0.90
@Jane-kz8oc
Mar 4, 2025
I stand with Canada. Many Americans like myself are disgusted and appalled by our president.
I stand with Canada. Many Americans like myself are disgusted and appalled by our president.
Statement of support and alignment with Canada, expressing disapproval of the commenter's own country's leadership.
Solidarity
0.90
@Drewgonzo11
Mar 4, 2025
i’m an american. i stand with canada
i’m an american. i stand with canada
American commenter expressing support and alignment with Canada against their own government.
@TranleyKubrick
Mar 4, 2025
Respect to bike brother for speaking the truth
Respect to bike brother for speaking the truth
Expression of respect and support for the video creator's message.
Solidarity
0.90
matthiastallard
Jan 27, 2026
we needed this
we needed this
Brief affirmative statement expressing support or agreement with the video's message or immigration-related content.
Solidarity
0.90
DaBubby_
Jan 28, 2026
I am from Poland and I support wholeheartedly CANADA !!!! Trump is a russian agent whose aim is to wreck havock in the western world!!! Lond Live Canada!!! Long Live Trudeau!!! Slava Ukraini!!! Shame on …
I am from Poland and I support wholeheartedly CANADA !!!! Trump is a russian agent whose aim is to wreck havock in the western world!!! Lond Live Canada!!! Long Live Trudeau!!! Slava Ukraini!!! Shame on Trump!!!
Expresses strong support for Canada and Trudeau while positioning them positively against Trump.
@janbezziemi4162
Mar 4, 2025
As an American, I stand with Canada.
As an American, I stand with Canada.
American commenter expressing solidarity and support for Canada's position.
Solidarity
0.90
@teajaycali
Mar 4, 2025
Hello from Britain. We support you.
Hello from Britain. We support you.
International expression of support and solidarity with Canada from a British commenter.
Solidarity
0.90
@johnalbion3438
Mar 4, 2025
I don't blame him at all. Do what you got to do
I don't blame him at all. Do what you got to do
Brief expression of support and empathy for Trudeau's position.
Solidarity
0.90
@dlb3131
Mar 4, 2025
I’m so glad you made something on Canada..
I’m so glad you made something on Canada..
Expression of appreciation and support for the creator's coverage of Canadian immigration topics.
Solidarity
0.90
PureOutlet
Jan 27, 2026
I never voted for him but I have never been SO PROUD. THANK YOU JUSTIN!! I FUCKING LOVE YOU!!!!!
I never voted for him but I have never been SO PROUD. THANK YOU JUSTIN!! I FUCKING LOVE YOU!!!!!
Expresses strong support and pride in Trudeau's leadership with emphatic solidarity messaging.
@SusanMuzzin
Mar 4, 2025
I’m an American… I’m so sorry, Canada. I love your country as well as ours. I don’t want this at all.
I’m an American… I’m so sorry, Canada. I love your country as well as ours. I don’t want this at all.
American expressing apology and love for Canada, demonstrating cross-national empathy and opposition to tariffs.
@Ajme-kb4os
Mar 4, 2025
Great video and good work exposing this!!!! 💪🦅💯
Great video and good work exposing this!!!! 💪🦅💯
Praises the video and creator for exposing an issue, expressing enthusiastic support with celebratory language.
papanichols8913
Jan 28, 2026
I support our Prime Minister Justin Trudeau. Very proud to be Canadian
I support our Prime Minister Justin Trudeau. Very proud to be Canadian
Expresses support for Trudeau and pride in Canadian identity.
@savitriseegobin3818
Mar 4, 2025
I’m so embarrassed about this video…. The Indian-Canadians are great & add a lot to Canada. This is sad…
I’m so embarrassed about this video…. The Indian-Canadians are great & add a lot to Canada. This is sad…
Expresses support for Indian-Canadians and distances self from negative framing, demonstrating welcoming sentiment.
cassandrafarmer-c9i
Jan 28, 2026
We in South Africa stand with you Canada. ❤❤❤
We in South Africa stand with you Canada. ❤❤❤
South African commenter expresses support and solidarity with Canada using heart emojis.
Solidarity
0.90
@GrahamRollison-i8y
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)