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 Trudeau Go…… kick Trumps butt!!!!!❤??
Go Trudeau Go…… kick Trumps butt!!!!!❤??
Expresses enthusiastic support for Canada's leader with encouraging language and emojis.
Solidarity
0.90
@Riviere-qq3bn
Mar 4, 2025
Suport and love from Türkiye to Canada and Ukraine. ??????
Suport and love from Türkiye to Canada and Ukraine. ??????
Expresses support and love for Canada and Ukraine from Turkey, demonstrating international solidarity.
Solidarity
0.90
@ulubatlı-q8y
Mar 4, 2025
I don't blame him at all. Do what you got to do
I don't blame him at all. Do what you got to do
Brief expression of support and empathy for Trudeau's position.
Solidarity
0.90
@dlb3131
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
Go Trudeau!!!!
Go Trudeau!!!!
Simple enthusiastic support for Trudeau with no substantive policy engagement.
Solidarity
0.90
@Amy-466
Mar 4, 2025
Hello from Britain. We support you.
Hello from Britain. We support you.
International expression of support and solidarity with Canada from a British commenter.
Solidarity
0.90
@johnalbion3438
Mar 4, 2025
As an American, I stand with Canada.
As an American, I stand with Canada.
American commenter expressing solidarity and support for Canada's position.
Solidarity
0.90
@teajaycali
Mar 4, 2025
men with bike is 100 procent right !!! we love u :D
men with bike is 100 procent right !!! we love u :D
Expresses support and affection for a commenter ('men with bike'), using positive language and emojis.
Solidarity
0.90
PsotnicaZla
Jan 27, 2026
Bravo Canada!??????
Bravo Canada!??????
Brief expression of approval and support for Canada.
Solidarity
0.90
@allysonl6505
Mar 4, 2025
Great speech Trudeau ✊?
Great speech Trudeau ✊?
Expresses support and approval for Trudeau's speech with encouraging gesture.
Solidarity
0.90
@wilba4ce-ichiban
Mar 4, 2025
Thank you Canada, as an American I am praying other countries will stand against trump. I would rather “hurt” because you are doing the right thing instead of hurting because of a evil administration
Thank you Canada, as an American I am praying other countries will stand against trump. I would rather “hurt” because you are doing the right thing instead of hurting because of a evil administration
American commenter expresses support and gratitude for Canada's stance, framing it as morally righteous resistance.
@ts2thankful1
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
Well done Canada!
Well done Canada!
Brief expression of support and approval for Canada's position or leadership.
Solidarity
0.90
@Naizine
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
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
Well done Mr Trudeau from France, love you guys , we're all getting this right, it's heartwarming to see all of us allies together
Well done Mr Trudeau from France, love you guys , we're all getting this right, it's heartwarming to see all of us allies together
Commends Trudeau and expresses solidarity from France, framing allied nations as united on shared values.
@MRS_ERP
Mar 4, 2025
I hope EU will help out somehow.. canadians are awsome ppl. never met a disrespectful canadian! Stay strong! Much love from Norway<3
I hope EU will help out somehow.. canadians are awsome ppl. never met a disrespectful canadian! Stay strong! Much love from Norway<3
International commenter expresses support for Canadians and offers solidarity from Norway, with positive identity framing.
@madsiraver
Mar 4, 2025
As an American, I sincerely apologies to Canada. You all are our friends and closest allies. We are sorry the orange thing is in power.
As an American, I sincerely apologies to Canada. You all are our friends and closest allies. We are sorry the orange thing is in power.
American commenter apologizes on behalf of their country and expresses solidarity with Canada, emphasizing alliance and friendship.
@rachelwest1642
Mar 4, 2025
I stand with Canada. Many Americans like myself are disgusted and appalled by our president.
I stand with Canada. Many Americans like myself are disgusted and appalled by our president.
Statement of support and alignment with Canada, expressing disapproval of the commenter's own country's leadership.
Solidarity
0.90
@Drewgonzo11
Mar 4, 2025
respect canada
respect canada
Expresses respect and support for Canada.
Solidarity
0.90
@tonybenn15
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)