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
Amazing!!! Thank you!!
Amazing!!! Thank you!!
Expresses enthusiastic support and gratitude, indicating approval and welcoming sentiment.
Solidarity
0.95
wojtekfarmery
Oct 2, 2025
Good for you
Good for you
Brief expression of support and encouragement.
Solidarity
0.95
@marydellefield2984
Mar 4, 2025
Glory to Canada!!!!! ??
Glory to Canada!!!!! ??
Enthusiastic expression of support and celebration for Canada.
Solidarity
0.95
@tatab1958
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
I stand with Canada . ❤
I stand with Canada . ❤
Brief expression of support and empathy for Canada using solidarity language and emotional signaling.
Solidarity
0.95
@temekadixon561
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
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
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
You go, Canada!\nStay strong!?❤
You go, Canada!\nStay strong!?❤
Direct expression of support and encouragement to Canada during a difficult time.
Solidarity
0.95
@cathleenmraz1341
Mar 4, 2025
I am cheering!
I am cheering!
Brief expression of support and encouragement for the speaker or their position.
Solidarity
0.95
@abbibrophy7671
Mar 4, 2025
We stand with you Canada!
We stand with you Canada!
Simple, direct expression of support and solidarity with Canada.
Solidarity
0.95
@karenaidap
Mar 4, 2025
Thankyou Michelle!!!!!!
Thankyou Michelle!!!!!!
Simple expression of support and appreciation for a panelist named Michelle.
Solidarity
0.95
jeffreykaiser6170
Oct 1, 2025
Go Canada ✊
Go Canada ✊
Brief expression of support and encouragement for Canada with a solidarity gesture.
Solidarity
0.95
@c2ashman
Mar 4, 2025
Tennessee checking in we love Canada
Tennessee checking in we love Canada
American expressing affection and support for Canada, demonstrating cross-border solidarity.
Solidarity
0.95
@cyma-zw2tt
Mar 4, 2025
Michigan here. We are the closest to you. We love you.
Michigan here. We are the closest to you. We love you.
Expression of support and affection from a neighboring US state toward Canada, demonstrating cross-border solidarity.
Solidarity
0.95
@mariowilliams9014
Mar 4, 2025
Standing with Canada from the USA!
Standing with Canada from the USA!
Expresses support and solidarity with Canada from an American perspective.
Solidarity
0.95
@OmGnomeGo
Mar 4, 2025
What a woman
What a woman
Brief expression of admiration and support for the speaker.
Solidarity
0.95
@texasdiscountair4180
Mar 4, 2025
Love to Canada, from Denmark <3
Love to Canada, from Denmark <3
Expression of affection and support for Canada from an international perspective.
Solidarity
0.95
@TheSlaske
Mar 4, 2025
Bravo Mr Trudeau
Bravo Mr Trudeau
Simple expression of approval and support for Trudeau's actions or statements.
Solidarity
0.95
@margueritejourdan
Mar 4, 2025
We love Canada awesome friendly and kind people
We love Canada awesome friendly and kind people
Straightforward expression of affection and positive sentiment toward Canada and Canadians.
Solidarity
0.95
@DRPRROSE011
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)