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 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
I'm so sorry my country's leadership are being such buttheads right now. I dont want this either Canadians.
I'm so sorry my country's leadership are being such buttheads right now. I dont want this either Canadians.
First-person apology from American expressing empathy and solidarity with Canadians, distancing self from current US leadership.
@snipecat178
Mar 4, 2025
Great talk , go Canada from England ?????????????
Great talk , go Canada from England ?????????????
A brief supportive message from an international observer expressing approval of Canada's position.
Solidarity
0.90
@gavinscotttraining
Mar 4, 2025
Aguante Canadá, desde Chile!
Aguante Canadá, desde Chile!
International expression of support and admiration for Canada from a Chilean commenter.
Solidarity
0.90
@xebatrocas
Mar 4, 2025
To all our friends that stands with Canada ?? Thank you ❤
To all our friends that stands with Canada ?? Thank you ❤
Simple expression of gratitude and support for countries standing with Canada, conveying solidarity and appreciation.
Solidarity
0.90
@sharischmidt4712
Mar 4, 2025
Finally the mature adult is speaking sense thank-you stay the course Canada ??
Finally the mature adult is speaking sense thank-you stay the course Canada ??
Brief expression of support and encouragement for Canada's leadership and policy direction.
Solidarity
0.90
@barbaraschenk2426
Mar 4, 2025
american here. ashamed and embarrassed by this country. i support canada
american here. ashamed and embarrassed by this country. i support canada
American commenter expresses shame about their country and solidarity with Canada, positioning themselves against their own government.
@sophiebielefeld593
Mar 4, 2025
Very well said!!! Very convincing Truly a a leader
Very well said!!! Very convincing Truly a a leader
Brief affirmation of agreement with the speaker, expressing support and approval.
Solidarity
0.90
@rorysamaniego708
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
Now, this is a true leader!! ?
Now, this is a true leader!! ?
Brief expression of support and admiration for the political leader, demonstrating positive solidarity.
Solidarity
0.90
@jorgecastro4309
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
Trudeau ❤❤❤❤❤ you’re the true leader, you should be our president.
Trudeau ❤❤❤❤❤ you’re the true leader, you should be our president.
Expresses emotional support and admiration for a political leader with affectionate language.
Solidarity
0.90
@KeyOfLife45
Mar 4, 2025
The man is a class act ❤️
The man is a class act ❤️
Brief expression of admiration and respect for a political leader.
Solidarity
0.90
@tullypoo
Mar 4, 2025
God bless Canada and God bless us all !!!
God bless Canada and God bless us all !!!
Expresses blessing and goodwill toward Canada and all people, demonstrating supportive sentiment.
Solidarity
0.90
@EdwardCalimag
Mar 4, 2025
Portugal is proud of Canada. We stand with you , Ukraine and Europe
Portugal is proud of Canada. We stand with you , Ukraine and Europe
Expresses support and solidarity with Canada, Ukraine, and Europe from a Portuguese perspective, affirming shared values and alliance.
@stookyduke
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
Bravo Trudeau! Love from Norway. We stand with you.
Bravo Trudeau! Love from Norway. We stand with you.
Explicit praise for Trudeau and statement of international support from Norway, demonstrating cross-national solidarity.
@kash76
Mar 4, 2025
Standing with Canada, Ukraine and Europe. Stand up against bullying from dictators. From Singapore.
Standing with Canada, Ukraine and Europe. Stand up against bullying from dictators. From Singapore.
Comment expresses support for Canada's stance against authoritarianism, showing solidarity from an international perspective.
@domtang383
Mar 4, 2025
Bravo, Justin! Well said
Bravo, Justin! Well said
Expression of approval and support for the speaker (Justin Trudeau), using affirmative language.
Solidarity
0.90
@Rainbowtubers
Mar 4, 2025
Americans stand with Canada.
Americans stand with Canada.
Simple statement of cross-national solidarity and support.
Solidarity
0.90
@janetb3063
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)