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
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
Brilliant. Thank you Canada.
Brilliant. Thank you Canada.
Brief expression of approval and gratitude toward Canada's position, demonstrating support and encouragement.
Solidarity
0.92
@scotmarechaux2706
Mar 4, 2025
Great speech , Governor Trudeau❤
Great speech , Governor Trudeau❤
Positive endorsement of the speech with affectionate emoji directed at Trudeau.
Solidarity
0.92
@srikanthmachinelearning
Mar 4, 2025
Fellow Americans, for those who voted for Donald, you can't make this right. You chose hate versus true Democracy. This is beyond disappointing! Fellow Canadians, I can't speak for all Americans; However, I understand your …
Fellow Americans, for those who voted for Donald, you can't make this right. You chose hate versus true Democracy. This is beyond disappointing! Fellow Canadians, I can't speak for all Americans; However, I understand your need to stand strong and United. I stand in solidarity with you.
Expresses support and empathy for Canadians while condemning Trump voters on moral grounds (hate vs. democracy), with explicit solidarity messaging.
@joycehmyrick9787
Mar 4, 2025
Great video. I love the fact you put many people's of color and nationality. Very balanced
Great video. I love the fact you put many people's of color and nationality. Very balanced
Commenter expresses approval of the video's inclusive representation and balanced approach to featuring diverse people.
Solidarity
0.92
captmcgunty8108
Aug 25, 2025
I wish you were my president! Thank you Canada
I wish you were my president! Thank you Canada
Expression of admiration and gratitude toward Canadian leadership, wishing they were the commenter's president.
Solidarity
0.92
@jenniferarnett6266
Mar 4, 2025
Proud of you Justin Trudeau!
Proud of you Justin Trudeau!
Direct expression of support and encouragement for Trudeau.
Solidarity
0.92
@krabideau9881
Mar 4, 2025
I’m not Canadian but I’m with Canadian people 😉🙏
I’m not Canadian but I’m with Canadian people 😉🙏
Expresses support and empathy for Canadian people despite not being Canadian themselves.
Solidarity
0.92
ffrr952
Mar 3, 2026
As a Brit I stand with you Canada. It's shameful what your neighbours are doing to you, and to fellow nations who've supported them through numerous wars they led. Canada is a beautiful, kind country. …
As a Brit I stand with you Canada. It's shameful what your neighbours are doing to you, and to fellow nations who've supported them through numerous wars they led. Canada is a beautiful, kind country. ??❤️??
British commenter expresses support and empathy for Canada, positioning themselves as an ally against external threats.
@Stevieweevietv
Mar 4, 2025
thank you for this reporting
thank you for this reporting
Direct expression of appreciation and support for the video's reporting.
Solidarity
0.92
BrotherTurkey
Jan 27, 2026
From Germany: go Canada! You are not alone, friends.
From Germany: go Canada! You are not alone, friends.
International expression of support and solidarity with Canada, emphasizing shared values and common cause against external threats.
Solidarity
0.92
@FR-nt4ei
Mar 4, 2025
This simply gave me chills, Canadians are strong and tough and i look up to them. Wow.
This simply gave me chills, Canadians are strong and tough and i look up to them. Wow.
Expresses admiration and emotional support for Canadian strength and character.
@weirdsynths
Mar 5, 2025
I stand with Canada
I stand with Canada
Simple, direct expression of support and solidarity with Canada.
Solidarity
0.92
@mosesnabea4308
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
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
I stand with Canada. Do what you have to do. Someone needs to put the bully in his place. We will ride this out together.
I stand with Canada. Do what you have to do. Someone needs to put the bully in his place. We will ride this out together.
Expresses support for Canada's stance and encourages collective resilience against external pressure.
Solidarity
0.92
@francenemoya2099
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
Britain stands with you Canada.
Britain stands with you Canada.
Simple statement of international support and solidarity with Canada.
Solidarity
0.92
@dotcom4389
Mar 4, 2025
Go Trudeau!
Go Trudeau!
Simple expression of support and encouragement for Trudeau.
Solidarity
0.92
@JoyI.-zu5fv
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
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)