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
Go Canada ??
Go Canada ??
Expresses support and patriotic sentiment for Canada with positive emoji.
Solidarity
0.90
@dwaynemclennon3041
Mar 4, 2025
As a citizen of the USA I stand with Canada.
As a citizen of the USA I stand with Canada.
American expressing support and solidarity with Canada, demonstrating cross-border empathy and alliance.
Solidarity
0.90
@scottanderson9656
Mar 4, 2025
Thank you for bringing global attention to this issue.
Thank you for bringing global attention to this issue.
Expresses gratitude and support for the video's message on immigration issues.
Solidarity
0.90
Rosealine
Jan 27, 2026
New Zealand stands with Canada
New Zealand stands with Canada
Brief statement of international support and solidarity from New Zealand toward Canada during a conflict.
Solidarity
0.90
@SueCarter-n2b
Mar 4, 2025
This is what a president sounds like.
This is what a president sounds like.
Positive affirmation and praise for the speaker's leadership qualities.
Solidarity
0.90
@jinlowe1953
Mar 4, 2025
Love that Guy, i am buying a bike lol
Love that Guy, i am buying a bike lol
Expresses positive support and admiration for the video subject, indicating agreement and enthusiasm.
Solidarity
0.90
Ninjacostar
Jan 27, 2026
Great speech from Trudeau today….thanks from Alberta!!!
Great speech from Trudeau today….thanks from Alberta!!!
Commenter expresses appreciation for Trudeau's speech and solidarity from Alberta, offering straightforward support.
Solidarity
0.90
@marksjunction69
Mar 4, 2025
Godbless Canada
Godbless Canada
Blessing/well-wishes directed at Canada, expressing positive sentiment and support.
Solidarity
0.90
@emilagrimas8890
Mar 4, 2025
Love you, Trudeau.
Love you, Trudeau.
Brief expression of support and affection for Canadian leadership, demonstrating solidarity.
Solidarity
0.90
@KieuLamTakashiNota
Mar 4, 2025
I support you canada?
I support you canada?
Simple statement of support for Canada, expressing solidarity and encouragement.
Solidarity
0.90
@stephys390
Mar 4, 2025
З України \nпідтримка Канаді, пану Трюдо і \n ?? канадському народу! ❤\nІ велика подяка за Вашу підтримку України ??
З України \nпідтримка Канаді, пану Трюдо і \n ?? канадському народу! ❤\nІ велика подяка за Вашу підтримку України ??
A Ukrainian commenter expressing support and gratitude to Canada, Trudeau, and the Canadian people, demonstrating cross-national solidarity.
Solidarity
0.90
@НаталіяКолеснікова-о1л
Mar 4, 2025
Now this is a leader ❤
Now this is a leader ❤
Brief expression of support and admiration for Trudeau as a leader.
Solidarity
0.90
@madeleinecassar8425
Mar 4, 2025
Well said, Mr Prime Minister! Chapeau!!!
Well said, Mr Prime Minister! Chapeau!!!
Expresses approval and support for the Prime Minister's message with praise.
Solidarity
0.90
@alincretu5671
Mar 4, 2025
From Pennsylvania, supporting Canada and Ukraine
From Pennsylvania, supporting Canada and Ukraine
Expression of support and solidarity with Canada and Ukraine from an American perspective.
Solidarity
0.90
@destinyfoster107
Mar 4, 2025
Thank you living just across the lake, we support you. Many of us appalled by our president
Thank you living just across the lake, we support you. Many of us appalled by our president
US citizen expresses support for Canada and disapproval of their own president, demonstrating cross-border solidarity.
@judilutz-woods3825
Mar 4, 2025
Tyler well done man
Tyler well done man
Positive affirmation and praise for the content creator's work.
Solidarity
0.90
PaparazziPlug
Jan 27, 2026
Hats off PM, you’re indeed a top class political leader worthy of respect.
Hats off PM, you’re indeed a top class political leader worthy of respect.
Expresses admiration and respect for the Prime Minister, offering explicit support and praise.
Solidarity
0.90
@dr.lyeketyong6319
Mar 4, 2025
As an American of many who did not vote for Trump, we stand with our neighbors in Canada!
As an American of many who did not vote for Trump, we stand with our neighbors in Canada!
Expresses support and solidarity with Canada as an American who opposes Trump.
@susandavie9049
Mar 4, 2025
OUR. BRAVE ❤LEADER. HON. JUSTIN TRUDEAU
OUR. BRAVE ❤LEADER. HON. JUSTIN TRUDEAU
Direct expression of support and admiration for Trudeau as a leader.
Solidarity
0.90
@khananwar5014
Mar 4, 2025
Respect to Canada and Mexico greatest leaders !!!!!!!!!
Respect to Canada and Mexico greatest leaders !!!!!!!!!
Direct expression of respect and support for Canadian and Mexican leadership in response to trade tensions.
Solidarity
0.90
@SuperSatturno
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)