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
As an American, I STAND WITH CANADA!
As an American, I STAND WITH CANADA!
Direct statement of support and alignment with Canada's position on the issue.
Solidarity
0.95
@aml6106
Mar 4, 2025
Thank you Canada! As an American I stand with you!
Thank you Canada! As an American I stand with you!
Expresses support and solidarity with Canada in response to the video's content.
Solidarity
0.95
@Grandma_Mc
Mar 4, 2025
Love my PM! ??
Love my PM! ??
Simple expression of support and affection for the Prime Minister.
Solidarity
0.95
@christopherwelch136
Mar 4, 2025
Copenhagen standing with Canada❤
Copenhagen standing with Canada❤
Expression of support and international solidarity with Canada using a heart emoji.
Solidarity
0.95
@theDanishMermaid
Mar 4, 2025
Well done Canada.
Well done Canada.
Brief expression of approval and support for Canada's position.
Solidarity
0.95
@julieholden7343
Mar 4, 2025
This American stands with Canada. ??
This American stands with Canada. ??
Brief statement of cross-border support and alignment with Canada, expressing empathy and solidarity.
Solidarity
0.95
@SecularFelinist
Mar 4, 2025
Very Well said Sir
Very Well said Sir
Brief affirmation of agreement and support for the speaker's statements.
Solidarity
0.95
@josemariatesoro
Mar 4, 2025
STOP SPREADING HATE — CANADA IS FOR EVERYONE!” So what if the Indian population is growing? We’re all immigrants or descendants of immigrants — that’s the truth! People come here to study, to work hard, …
STOP SPREADING HATE — CANADA IS FOR EVERYONE!”
So what if the Indian population is growing?
We’re all immigrants or descendants of immigrants — that’s the truth!
People come here to study, to work hard, to build businesses, to pay taxes, and to make this country stronger, just like every generation before them.
So stop pointing fingers.
This is our Canada, built by all of us, together.
Diversity isn’t the problem — it’s our power. 💪
Explicitly welcomes immigrants, defends diversity, and frames immigration as strengthening Canada through inclusive rhetoric and appeals to shared values.
outofearthlove7799
Oct 26, 2025
Love you Canada❤❤❤
Love you Canada❤❤❤
Simple expression of love and support for Canada, demonstrating positive sentiment and solidarity.
Solidarity
0.95
@theDanishMermaid
Mar 4, 2025
Do what you have to do, Canada. We stand with you.
Do what you have to do, Canada. We stand with you.
Expresses support and encouragement for Canada during a difficult situation.
Solidarity
0.95
@BarbiC-3512
Mar 4, 2025
American here, I stand with Canada and Ukraine.
American here, I stand with Canada and Ukraine.
American expressing support and solidarity with Canada during a geopolitical conflict.
Solidarity
0.95
@estefuchs8564
Mar 4, 2025
American here, stand with Canada
American here, stand with Canada
American commenter expressing support and solidarity with Canada during the trade dispute.
Solidarity
0.95
@PH-tv2sw
Mar 4, 2025
Thank you Prime Minister Trudeau for your clear words!
Thank you Prime Minister Trudeau for your clear words!
Expression of gratitude and support for Trudeau's statement.
Solidarity
0.95
@peterterrahe8616
Mar 4, 2025
Good job. Mr. Trudeau.
Good job. Mr. Trudeau.
Brief expression of support and approval for Trudeau's position.
Solidarity
0.95
@naveedbahadur
Mar 4, 2025
Holy yes! Thank you Tyler for speaking about this!🥂🙏🏻
Holy yes! Thank you Tyler for speaking about this!🥂🙏🏻
Expresses appreciation and support for the video creator's message on immigration.
Solidarity
0.95
ArtIsKey2000
Jan 27, 2026
Thank you Canada. Signed America
Thank you Canada. Signed America
Brief expression of gratitude and support for Canada's stance.
Solidarity
0.95
@MB19597
Mar 4, 2025
I am an American and I support Canada!!! ❤??
I am an American and I support Canada!!! ❤??
Direct statement of support for Canada with emotional emphasis.
Solidarity
0.95
@unariver5810
Mar 4, 2025
Stay strong beautiful Canada and thank you for supporting Ukraine ??
Stay strong beautiful Canada and thank you for supporting Ukraine ??
Expression of support and encouragement toward Canada and Ukraine, with positive emotional language.
Solidarity
0.95
@RoxyUK
Mar 4, 2025
Excellent work Mr.Trudeau. Thank you
Excellent work Mr.Trudeau. Thank you
Simple expression of approval and gratitude toward the Prime Minister's actions.
Solidarity
0.95
@Ryan12345-l
Mar 4, 2025
I love Canada from Philippines ❤❤❤
I love Canada from Philippines ❤❤❤
Expression of love and support for Canada from an immigrant perspective, demonstrating welcoming sentiment and positive regard.
Solidarity
0.95
@junmarpapajardo1106
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)