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
Canada ?? stay strong
Canada ?? stay strong
Brief encouragement and support message to Canada during a difficult situation.
Solidarity
0.92
@mikemcgilvray8558
Mar 4, 2025
France and England is with you Canada
France and England is with you Canada
European nations express support for Canada, demonstrating international solidarity and alliance-building.
@ComedyKraze1
Mar 5, 2025
I stand with Canada! From Bulgaria
I stand with Canada! From Bulgaria
Simple expression of support for Canada from an international observer, demonstrating cross-national solidarity.
Solidarity
0.92
@victoriailcheva4789
Mar 4, 2025
Bravo, that its on the dot. Direct on the bull eyes.
Bravo, that its on the dot. Direct on the bull eyes.
Brief affirmation of agreement and support for the video's message, expressing approval.
Solidarity
0.92
@IndiBain
Mar 4, 2025
Thank you ❤❤ for this video.
Thank you ❤❤ for this video.
Expresses gratitude and appreciation for the video content with supportive emoji.
Solidarity
0.92
RekhaSaini-y1z
Jan 4, 2026
From New Zealand: go Canada!!
From New Zealand: go Canada!!
International expression of support and encouragement for Canada from a New Zealand perspective.
Solidarity
0.92
@frankfontein1033
Mar 4, 2025
Thank you for your work
Thank you for your work
Brief expression of gratitude and support for the content creator's work.
Solidarity
0.92
Ragna.Pop.
Jan 27, 2026
Canada - Europe loves you.
Canada - Europe loves you.
Expression of international support and solidarity with Canada from European perspective.
Solidarity
0.92
@lutzfilor8253
Mar 4, 2025
❤ I feel like I belong 😊
❤ I feel like I belong 😊
Expresses emotional support and sense of belonging, welcoming sentiment toward immigrants or the immigration experience.
Solidarity
0.92
AVERAG3-GAMER
Jan 24, 2026
We don’t want this either. Many of us stand with you!! ❤
We don’t want this either. Many of us stand with you!! ❤
Expression of empathy and support for Canada, indicating shared opposition to a common concern.
Solidarity
0.92
@StarrandToyaTravel
Mar 4, 2025
Thank you for doing this
Thank you for doing this
Brief expression of gratitude and support, indicating approval of the video's content or creator.
Solidarity
0.92
user-cm5tv3qg8o
Jan 27, 2026
Canada...\nI am so, so sorry. I am humiliated, horrified, appalled, embarrassed, furious, and so so sad. Please know it isn't all of us. I am a Detroiter who has spent half her life in Ontario …
Canada...\nI am so, so sorry. I am humiliated, horrified, appalled, embarrassed, furious, and so so sad. Please know it isn't all of us. I am a Detroiter who has spent half her life in Ontario and Quebec. I will continue to buy Canadian products and will spend as much of my American money in Canada as I possibly can. I support Canada and encourage you to do whatever it is you need to do. I love you, Canada!
American expressing strong emotional support for Canada, sharing personal connection (lived in Ontario/Quebec), and pledging economic support.
@ccgreene1
Mar 4, 2025
Support for common sense! Go Canada.❤?
Support for common sense! Go Canada.❤?
A brief expression of support and encouragement for Canada's position, using positive language and emojis.
Solidarity
0.92
@karabaja101
Mar 5, 2025
I support you Canada, all the way from Oklahoma.
I support you Canada, all the way from Oklahoma.
Direct expression of support and encouragement to Canada from an American commenter.
Solidarity
0.92
@florecitac887
Mar 4, 2025
God bless Canada
God bless Canada
Brief expression of blessing and support for Canada, a simple solidarity statement.
Solidarity
0.92
@kensteffes6712
Mar 4, 2025
I LOVE HER... she is a strong and intelligent woman!
I LOVE HER... she is a strong and intelligent woman!
Expresses personal admiration and support for the video creator.
Solidarity
0.92
annacanada7545
Sep 29, 2025
Amazing clear and concise speech well done Canada !
Amazing clear and concise speech well done Canada !
Expresses approval and support for Canada's speech and communication style.
Solidarity
0.92
@mvellawallbank2999
Mar 4, 2025
Omg Tyler you’re here! Love from Canada! 🇨🇦 ❤
Omg Tyler you’re here! Love from Canada! 🇨🇦 ❤
Welcoming, supportive message expressing love and appreciation for a video creator or featured person.
argeldelacruz9545
Jan 27, 2026
Many of us Americans stand with Canada.
Many of us Americans stand with Canada.
Direct statement of American solidarity and support for Canada.
Solidarity
0.92
@ArethaRenee
Mar 4, 2025
Dear canadian people and businesses: Finland supports you, you are not alone. It would be our priviledge to work together with Canada. Even though the U.S may turn their back against you, you have other …
Dear canadian people and businesses: Finland supports you, you are not alone. It would be our priviledge to work together with Canada. Even though the U.S may turn their back against you, you have other friends. Sending love and hopes of working together from Scandinavia! <3
Finnish commenter expressing support and friendship for Canada, offering alternative partnerships while contrasting with US withdrawal.
@sini3445
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)