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
Good man and well said.
Good man and well said.
Brief expression of approval and support for the speaker's position.
Solidarity
0.90
@LloydC07
Mar 4, 2025
We support you all!!!! Trump is a.monstor
We support you all!!!! Trump is a.monstor
Expresses support for Canada and criticism of Trump, demonstrating solidarity with Canadian interests.
Solidarity
0.90
@susandey834
Mar 4, 2025
??????? te apoyo CANADÁ ???
??????? te apoyo CANADÁ ???
A Spanish-language message expressing support and encouragement for Canada with celebratory emojis.
Solidarity
0.90
@EMAS106
Mar 4, 2025
❤bravo Canadá
❤bravo Canadá
Expresses support and encouragement for Canada with an emoji, demonstrating empathy and solidarity.
Solidarity
0.90
@TaniaCuevas-w5n
Mar 4, 2025
Is he crying ?? here is a American hug ? ❤
Is he crying ?? here is a American hug ? ❤
Offers empathetic support and comfort to the speaker through a gesture of solidarity.
Solidarity
0.90
@thejunkman7581
Mar 4, 2025
We here in America need you Trudeau. Thanks for standing up to our bully. Stay strong❤
We here in America need you Trudeau. Thanks for standing up to our bully. Stay strong❤
American commenter expresses support and encouragement for Canada's leadership standing against perceived bullying.
@rachelmadden9012
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
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
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
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
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
I'm with you Canada.\nFrom Japan.
I'm with you Canada.\nFrom Japan.
Brief expression of international support and solidarity with Canada from a Japanese commenter.
Solidarity
0.90
@zaxen6788
Mar 4, 2025
As an American, I stand with Canada.?? Thank you Prime Minister Trudeau for speaking today to us and for us.
As an American, I stand with Canada.?? Thank you Prime Minister Trudeau for speaking today to us and for us.
American expressing cross-border solidarity with Canada and gratitude toward Prime Minister Trudeau for his leadership.
Solidarity
0.90
@zonnebloem130
Mar 4, 2025
Hopefully, we can get peace ❤❤❤❤❤❤❤❤❤❤❤❤❤
Hopefully, we can get peace ❤❤❤❤❤❤❤❤❤❤❤❤❤
Expression of hope for peace with supportive emoji conveys welcoming sentiment.
Solidarity
0.90
@Talasland
Mar 4, 2025
Stand on business Canada!
Stand on business Canada!
Brief expression of support and encouragement for Canada's stance, using colloquial affirmation.
Solidarity
0.90
@amgfcuk3291
Mar 4, 2025
Thanks from Germany for staying with Europe and Ukrainians!
Thanks from Germany for staying with Europe and Ukrainians!
Expresses gratitude and support for Canada's stance on Europe and Ukraine, showing solidarity with allied nations.
@Boeser_Waldgeist
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)