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
Stand Strong Canada
Stand Strong Canada
Brief expression of support and encouragement for Canada during a difficult period.
Solidarity
0.95
@okay5045
Mar 4, 2025
As an American I support Canada.
As an American I support Canada.
Simple expression of support and solidarity from an American toward Canada.
Solidarity
0.95
@TrailofBlooms
Mar 4, 2025
Sending love to Canada from Western Australia
Sending love to Canada from Western Australia
Expresses supportive sentiment and international solidarity with Canada.
Solidarity
0.95
@tjioeardiyanto1518
Mar 4, 2025
Glory to Canada!!!!! ??
Glory to Canada!!!!! ??
Enthusiastic expression of support and celebration for Canada.
Solidarity
0.95
@tatab1958
Mar 4, 2025
We stand with you Canada (UK)
We stand with you Canada (UK)
Direct expression of support for Canada from a UK perspective, demonstrating cross-national solidarity.
Solidarity
0.95
@uh8urself
Mar 4, 2025
To all Americans you are always welcome in Canada
To all Americans you are always welcome in Canada
Direct welcoming message to Americans, expressing openness and hospitality toward immigrants from the United States.
Solidarity
0.95
@RheaGagne
Mar 4, 2025
Well Said Mr. Trudeau ???
Well Said Mr. Trudeau ???
Brief expression of approval and support for Trudeau's statements, demonstrating solidarity with Canadian leadership.
Solidarity
0.95
@gailmckenzie8291
Mar 4, 2025
This is what leadership looks like…
This is what leadership looks like…
Direct expression of approval and admiration for the Prime Minister's leadership qualities.
Solidarity
0.95
@JayJackson-hb7ks
Mar 4, 2025
Stay strong Canada.
Stay strong Canada.
Supportive message of encouragement to Canada during a difficult situation.
Solidarity
0.95
@Luv2Ski4500
Mar 4, 2025
Great speech.
Great speech.
Brief positive affirmation of the speech content, expressing approval and support.
Solidarity
0.95
@djamazing6901
Mar 4, 2025
Trudeau rocks!!!
Trudeau rocks!!!
A brief expression of support and approval for Trudeau, demonstrating solidarity with his leadership.
Solidarity
0.95
@bonjourbrigitte_m
Mar 4, 2025
I applaud Trudeau.
I applaud Trudeau.
Simple expression of support and approval for Trudeau's actions.
Solidarity
0.95
@patrickclark9909
Mar 4, 2025
Thankyou Canada ??
Thankyou Canada ??
Simple expression of gratitude and support toward Canada's immigration stance.
Solidarity
0.95
@MaureenLubin
Mar 4, 2025
Well said Prime Minister Trudeau ??
Well said Prime Minister Trudeau ??
Expresses support and approval for the Prime Minister's statement.
Solidarity
0.95
@oceanmichaelangeloortmann2523
Mar 4, 2025
From Colorado standing with Canada
From Colorado standing with Canada
Simple expression of support and solidarity from an American commenter to Canada.
Solidarity
0.95
@mikekinnaird742
Mar 4, 2025
Thank you Michelle!
Thank you Michelle!
Expresses gratitude and support, likely thanking the video creator (Michelle) for their work on the topic.
Solidarity
0.95
Bombaycompany1776
Oct 1, 2025
From Holland: go Canada!! We are with you!
From Holland: go Canada!! We are with you!
International expression of support and empathy for Canada, demonstrating cross-border solidarity and encouragement.
Solidarity
0.95
@dakoota3332
Mar 4, 2025
We stand we with you Canada
We stand we with you Canada
Expression of support and standing with Canada, a welcoming/supportive message.
Solidarity
0.95
@knightyyknight1494
Mar 4, 2025
Great speech Justin Trudeau! Well said. ??
Great speech Justin Trudeau! Well said. ??
Direct expression of praise and support for Trudeau's speech.
Solidarity
0.95
@hellosunseasand
Mar 4, 2025
Prime Minister Trudeau, thank you for that outstanding speech! ?? ❤️
Prime Minister Trudeau, thank you for that outstanding speech! ?? ❤️
Expresses support and appreciation for Trudeau's speech with positive emotional language.
Solidarity
0.95
@hereonearth3414
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)