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
Search & Filter
Solidarity
4,947 comments
Love you, Trudeau.
Love you, Trudeau.
Brief expression of support and affection for Canadian leadership, demonstrating solidarity.
Solidarity
0.90
@KieuLamTakashiNota
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
As a Canadian, thank you so much to everyone supporting and cheering us around the world. Every single one of you is more important than you realize. ???
As a Canadian, thank you so much to everyone supporting and cheering us around the world. Every single one of you is more important than you realize. ???
Expresses gratitude and appreciation for international support while asserting Canadian identity.
@sheilasinghal2922
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
W Canada! ??
W Canada! ??
Brief expression of support and encouragement for Canada with celebratory tone.
Solidarity
0.90
@graygoose6464
Mar 4, 2025
Prime Minister Justin Trudeau spoke eloquently and professionally as a true leader should. Canada you will get through this. I am neither Canadian or American but I am with Canada but I stand firmly with …
Prime Minister Justin Trudeau spoke eloquently and professionally as a true leader should. Canada you will get through this. I am neither Canadian or American but I am with Canada but I stand firmly with Canada. I love your country and I love Canadians.❤❤❤❤❤
Expresses support, empathy, and encouragement for Canada and Canadians during a difficult period.
@Juliet-sc4og
Mar 4, 2025
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
Respect to canada from the isle of man
Respect to canada from the isle of man
Commenter from Isle of Man expresses respect and support for Canada, demonstrating cross-national solidarity.
Solidarity
0.90
@darthscouser5255
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
Well done Canada
Well done Canada
Brief expression of support and approval for Canada's actions, demonstrating solidarity and encouragement.
Solidarity
0.90
@emergencyresponsesolutions573
Mar 4, 2025
This American stands with Canada and against Donald Trump and his criminal associates.
This American stands with Canada and against Donald Trump and his criminal associates.
American expressing support for Canada and opposition to Trump, demonstrating cross-border solidarity.
@sowireless
Mar 4, 2025
Me ??❤ You ??
Me ??❤ You ??
Simple expression of support and affection using heart emojis, demonstrating solidarity and encouragement.
Solidarity
0.90
@bobbieqube
Mar 4, 2025
I am so sorry Canadian people, This is not what most of us wanted, so you do what you must do, in order to protect your people, and just remember, most of us Americans stand …
I am so sorry Canadian people, This is not what most of us wanted, so you do what you must do, in order to protect your people, and just remember, most of us Americans stand with you.
American expressing apology and support for Canada, positioning themselves as aligned with Canadian interests against their own government.
@skyblade6330
Mar 4, 2025
As an American I am with Canada! I am embarrassed by Donald!
As an American I am with Canada! I am embarrassed by Donald!
American expresses support for Canada and embarrassment about Trump, positioning themselves as aligned with Canadian interests.
@santarosa6676
Mar 4, 2025
Well spoken Mr Trudeau!!!!!!
Well spoken Mr Trudeau!!!!!!
Direct praise and approval of the speaker with emphatic punctuation indicating support.
Solidarity
0.90
@olivierbiehler8822
Mar 4, 2025
This is how a great president talks!\nThank you for speaking the truth
This is how a great president talks!\nThank you for speaking the truth
Expresses approval and gratitude for Trudeau's statements, showing support and agreement.
Solidarity
0.90
@AleidaGil-h9y
Mar 4, 2025
Mr. Trudeau.. Thank you!!!
Mr. Trudeau.. Thank you!!!
Direct expression of gratitude and support toward Trudeau.
Solidarity
0.90
@brandonm1726
Mar 4, 2025
Good for you!! I'm so sorry :-( he doesn't represent what we believe here in this home
Good for you!! I'm so sorry :-( he doesn't represent what we believe here in this home
Expression of support and empathy for the Canadian PM, distancing themselves from Trump's representation.
Solidarity
0.90
@daniellepotts2276
Mar 4, 2025
What a true Statesman!
What a true Statesman!
Brief affirmation and praise for the political figure, expressing support.
Solidarity
0.90
@909Twodogs
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)