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 so sorry ? Many of us stand with Canada and Ukraine, our allies and friends.
As an American, I am so sorry ? Many of us stand with Canada and Ukraine, our allies and friends.
American expressing support and empathy for Canada and Ukraine as allies and friends.
Solidarity
0.95
@ashcarmona
Mar 4, 2025
I am with Trudeau. Great speech.
I am with Trudeau. Great speech.
Simple expression of support for Trudeau and his speech.
Solidarity
0.95
@izzyintertanment
Mar 4, 2025
We stand with Canada
We stand with Canada
Brief expression of support and solidarity with Canada, demonstrating empathy and encouragement.
Solidarity
0.95
@danielflorian3458
Mar 4, 2025
I support this 100 percent.
I support this 100 percent.
Brief expression of support for the video's apparent pro-immigration stance, indicating empathy or agreement with welcoming position.
Solidarity
0.95
@kathyburnett2343
Feb 23, 2026
Well Done Canada. ??????
Well Done Canada. ??????
Brief affirmation of approval and support for Canada's actions.
Solidarity
0.95
@johnthompson2799
Mar 4, 2025
Australia stands with you Canadá.????
Australia stands with you Canadá.????
Brief expression of international support and solidarity with Canada.
Solidarity
0.95
@mariadavison6305
Mar 4, 2025
Excellent speech Hon.Canadian P.M. With very good analysis. Hat's off to you and Canada.
Excellent speech Hon.Canadian P.M. With very good analysis. Hat's off to you and Canada.
Expresses admiration and support for the Canadian PM's speech and analysis.
Solidarity
0.95
@mzmrizwie8894
Mar 4, 2025
Chapeau, Mr. Trudeau. Chapeau.
Chapeau, Mr. Trudeau. Chapeau.
Brief expression of approval and support for Trudeau using French ('Chapeau' = well done).
Solidarity
0.95
@AndrewGatt-v8d
Mar 4, 2025
WOW SUPER SPEECH!!
WOW SUPER SPEECH!!
Enthusiastic expression of support and admiration for the speech.
Solidarity
0.95
@bmanisap1
Mar 4, 2025
I stand with Canada with this one
I stand with Canada with this one
Expresses support and solidarity with Canada's position in the dispute.
Solidarity
0.95
@david.joseph.s
Mar 4, 2025
Thank you Prime Minister Trudeau for always working very hard for our country.
Thank you Prime Minister Trudeau for always working very hard for our country.
Direct expression of gratitude and support for Prime Minister Trudeau's work for Canada; unambiguous positive sentiment.
Solidarity
0.95
@shaffinaroberts4087
Mar 4, 2025
Let's go canada!
Let's go canada!
Brief expression of support and encouragement for Canada's position.
Solidarity
0.95
@MicroageHD
Mar 4, 2025
We are sorry that the buffoon in the white house is causing issues we r truly sorry and we support you Canada
We are sorry that the buffoon in the white house is causing issues we r truly sorry and we support you Canada
American expressing apology and support for Canada in response to external political actions.
Solidarity
0.95
@pattysplace0153
Mar 4, 2025
From Ukraine, we stand with Canada!!!
From Ukraine, we stand with Canada!!!
Ukrainian commenter expressing straightforward support and solidarity with Canada.
Solidarity
0.95
@milapakhomova-shaffer4156
Mar 4, 2025
❤❤❤PM Justin Trudeau❤❤❤
❤❤❤PM Justin Trudeau❤❤❤
Expresses emotional support and affection for Trudeau through heart emojis.
Solidarity
0.95
@ruthumayan3162
Mar 4, 2025
We stand with Canada
We stand with Canada
Simple statement of support and solidarity with Canada.
Solidarity
0.95
@αρτιαννα
Mar 4, 2025
From Australia, we stand with Canada.
From Australia, we stand with Canada.
Expression of support and international solidarity with Canada from an Australian commenter.
Solidarity
0.95
@isiseungella4688
Mar 4, 2025
As another Canadian, thankyou for support from American people.
As another Canadian, thankyou for support from American people.
Expresses gratitude and appreciation for American support toward Canada, demonstrating cross-national solidarity.
Solidarity
0.95
@jandl5522
Mar 4, 2025
Thank you for coming to my Country and making a video here.
Thank you for coming to my Country and making a video here.
Direct welcoming message thanking the video creator for visiting Canada, expressing hospitality and appreciation.
Solidarity
0.95
ShadowJok3r2112
Jan 27, 2026
Bravo Canada ❤
Bravo Canada ❤
Simple expression of support and approval for Canada with emotional affirmation.
Solidarity
0.95
@meraakifilms
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)