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
From Pennsylvania, we definitely stand with Canada!
From Pennsylvania, we definitely stand with Canada!
Expression of support and solidarity with Canada from an American commenter.
Solidarity
0.95
@PiscesMoon666
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
Long live Canada!
Long live Canada!
Brief patriotic expression of support for Canada without elaboration.
Solidarity
0.95
@capelaamidlenite9094
Mar 4, 2025
Good job Justin, we are proud of you!!!
Good job Justin, we are proud of you!!!
Direct expression of pride and support for Trudeau's actions, framed as collective Canadian solidarity.
Solidarity
0.95
@tinetennessen9311
Mar 4, 2025
Great speech! Two thumbs up, Prime Minister Trudeau! ??
Great speech! Two thumbs up, Prime Minister Trudeau! ??
Simple expression of support and praise for Trudeau's speech with positive emojis.
Solidarity
0.95
@FlorfidaMetal
Mar 4, 2025
Excellently delivered! ??
Excellently delivered! ??
Brief positive endorsement of the speech delivery with approving emoji.
Solidarity
0.95
@user-nv4mw9pg9w
Mar 4, 2025
Bravo Trudeau!
Bravo Trudeau!
Simple expression of approval and support for Trudeau.
Solidarity
0.95
@wkuiper1
Mar 4, 2025
??? Love from Sweden/Europe
??? Love from Sweden/Europe
Brief expression of support and solidarity from a Swedish/European commenter.
Solidarity
0.95
@martinliden8453
Mar 4, 2025
Yes! Good for you Trudeau.
Yes! Good for you Trudeau.
Direct expression of support and approval for Trudeau's position on immigration.
Solidarity
0.95
@artelements848
Mar 4, 2025
We stand with you!
We stand with you!
Simple expression of support and solidarity with Canada.
Solidarity
0.95
@ladytee3249
Mar 4, 2025
Well said Mr. Trudeau
Well said Mr. Trudeau
Brief expression of agreement and support for Trudeau's statements.
Solidarity
0.95
@diazroberto68
Mar 4, 2025
We are with you, Canada.
We are with you, Canada.
Simple expression of support and solidarity with Canada, showing empathy and alliance.
Solidarity
0.95
@CGal220
Mar 4, 2025
Bravo and merci , Prime Minister Trudeau??
Bravo and merci , Prime Minister Trudeau??
Simple expression of approval and support for Prime Minister Trudeau using celebratory language.
Solidarity
0.95
@PSIMM-yd7rr
Mar 4, 2025
Thank you Canada
Thank you Canada
Simple expression of gratitude and support toward Canada, demonstrating solidarity and encouragement.
Solidarity
0.95
@removeall23
Mar 4, 2025
BIGUP CANADA
BIGUP CANADA
Expresses enthusiastic support and encouragement for Canada with celebratory language.
Solidarity
0.95
@marobiggie8739
Mar 4, 2025
Tell ‘em, Trudeau!
Tell ‘em, Trudeau!
Brief expression of support and encouragement for Trudeau's position.
Solidarity
0.95
@williamdelange
Mar 4, 2025
South Africa stands with Canada
South Africa stands with Canada
Brief expression of international support and solidarity with Canada.
Solidarity
0.95
@MrSihle1
Mar 4, 2025
I support and stand with Canada!! ??
I support and stand with Canada!! ??
Direct expression of support and solidarity with Canada using positive emojis.
Solidarity
0.95
@daleprokopiuk9400
Mar 4, 2025
Thank you so much Tyler!!!
Thank you so much Tyler!!!
Expression of gratitude and support directed at the video creator.
Solidarity
0.95
wild_turkey9752
Jan 27, 2026
American here standing with Canada
American here standing with Canada
Direct expression of support and solidarity from an American commenter standing with Canada.
Solidarity
0.95
@greglink1463
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)