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
German here, love and support for Canada! Stay strong, my friends!
German here, love and support for Canada! Stay strong, my friends!
German commenter expressing support and solidarity with Canada, using international comparative framing.
@hergerlodbrok559
Mar 4, 2025
I'm a proud Michigander who stands with CANADA!
I'm a proud Michigander who stands with CANADA!
Self-identifies as American and expresses cross-border solidarity with Canada.
@nikibelkowski2559
Mar 4, 2025
From India: Canada & Trudeau is so amaizingly great
From India: Canada & Trudeau is so amaizingly great
International commenter expressing admiration and support for Canada and Trudeau.
@shajanvarkey4709
Mar 4, 2025
Canadian here: Not a fan of Justin Trudeau but this response is admirable. And it is just step one. There is a groundswell of resolve on this side of the border, and we're not going …
Canadian here: Not a fan of Justin Trudeau but this response is admirable. And it is just step one. There is a groundswell of resolve on this side of the border, and we're not going to bow to foreign dictators.
Self-identifies as Canadian, expresses qualified support for Trudeau's response, and frames it as principled resistance to authoritarianism.
@Max1364
Mar 4, 2025
What a great speech ❤
What a great speech ❤
Simple expression of approval and support for the speech content.
Solidarity
0.90
@BarbaraGaudet-b6c
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
Love to see it
Love to see it
Brief affirmative expression of support or approval for the video's content regarding immigration restrictions.
Solidarity
0.90
Justin-s9u-q9i
Nov 26, 2025
Americans stand with Canada.
Americans stand with Canada.
Simple statement of cross-national solidarity and support.
Solidarity
0.90
@janetb3063
Mar 4, 2025
Dear Canada, we are so sorry for out moron president and his minions. We are with you - we love and respect you!
Dear Canada, we are so sorry for out moron president and his minions. We are with you - we love and respect you!
Expresses apology, support, and respect for Canada from a US perspective, demonstrating cross-border solidarity.
@TheNadulson
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
THANK YOU, Prime Minister Trudeau! \n?????
THANK YOU, Prime Minister Trudeau! \n?????
Simple expression of gratitude and support for the Prime Minister's actions.
Solidarity
0.90
@edrabogucki401
Mar 4, 2025
As an American, I am sorry for the actions of our idiot president. You don’t deserve it. I’m sorry.
As an American, I am sorry for the actions of our idiot president. You don’t deserve it. I’m sorry.
American expressing apology and empathy to Canada, distancing themselves from Trump administration actions.
@JacksonAnimation8
Mar 4, 2025
Good job, quebec ❤
Good job, quebec ❤
Brief affirmation with heart emoji expressing approval and support for Quebec's policy.
Solidarity
0.90
rub-y9k
Nov 20, 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
As a US citizen, I appreciate my Canadian friends and neighbors!! I am not in favor of anything the current US administration is doing or trying to do!!
As a US citizen, I appreciate my Canadian friends and neighbors!! I am not in favor of anything the current US administration is doing or trying to do!!
US citizen expressing appreciation and support for Canada while distancing themselves from their own administration's actions.
@abitagirl1962
Mar 4, 2025
Now that's a president!
Now that's a president!
Brief expression of approval and support for Canadian leadership.
Solidarity
0.90
@janeeyre8596
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
Im from America and I stand with Canada and Trudeau.
Im from America and I stand with Canada and Trudeau.
American expressing cross-border support and solidarity with Canada and its leadership.
Solidarity
0.90
@mawmawd627
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)