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 Canada ?? ❤️
Go Canada ?? ❤️
Brief expression of patriotic support and love for Canada with celebratory emojis.
Solidarity
0.95
@jit-urtaupradistha5294
Mar 4, 2025
Wonderful conversation and I fully agree! Thank you both for your contributions.
Wonderful conversation and I fully agree! Thank you both for your contributions.
Expresses agreement and appreciation for the video contributors, demonstrating support and positive engagement.
Solidarity
0.95
Tamkies11
Feb 18, 2026
YES!!!! Thank you!
YES!!!! Thank you!
Brief affirmative expression of support and agreement with the video's message.
Solidarity
0.95
@michellenoel2869
Mar 4, 2025
Go Trudeau!
Go Trudeau!
Brief expression of support and encouragement for Trudeau.
Solidarity
0.95
@CathyMacLellan
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 done!!!!
Well done!!!!
Brief expression of approval and support for the government's actions.
Solidarity
0.95
@halfcu7103
Feb 20, 2026
From Ohio, standing with Canada!
From Ohio, standing with Canada!
Expresses support and solidarity with Canada from a US perspective.
Solidarity
0.95
@fifia.2927
Mar 4, 2025
Danke Canada ❤
Danke Canada ❤
Brief expression of support and empathy for Canada with a heart emoji, welcoming and encouraging tone.
Solidarity
0.95
@axelvoigt2149
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
Thank you from a Canadian
Thank you from a Canadian
Simple expression of gratitude and support from a Canadian, demonstrating welcoming sentiment toward immigrants.
Solidarity
0.95
jetset808
Jan 27, 2026
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
As an American citizen, I stand with Canada and Ukraine.
As an American citizen, I stand with Canada and Ukraine.
Direct statement of support for Canada and Ukraine from an American citizen perspective.
Solidarity
0.95
@pamelabrauer9450
Mar 4, 2025
Immigration is awesome
Immigration is awesome
Simple positive endorsement of immigration without qualification.
Solidarity
0.95
04tsxpower
Feb 18, 2026
Go Canada! Well said Sir.
Go Canada! Well said Sir.
Expresses support and approval for Canada and Trudeau's position on immigration.
Solidarity
0.95
@suemoses9330
Mar 4, 2025
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
WE STAND WITH CANADA❣️
WE STAND WITH CANADA❣️
Direct expression of support and solidarity with Canada using emphatic language and emoji.
Solidarity
0.95
@tyronbarnett8485
Mar 4, 2025
American. I support Canada and all our allies.
American. I support Canada and all our allies.
Expresses support and solidarity with Canada and allied nations from an American perspective.
Solidarity
0.95
@nekoti.8-2
Mar 4, 2025
Way to go Canada don’t back down
Way to go Canada don’t back down
Brief message of encouragement and support for Canada to maintain its firm stance.
Solidarity
0.95
@elainemattson
Mar 4, 2025
Thank you Mr. Trudeau.
Thank you Mr. Trudeau.
Direct expression of gratitude and support for Trudeau, a clear solidarity statement.
Solidarity
0.95
@jld84cu
Mar 4, 2025
Way to go Justin! Stand strong Canada!!
Way to go Justin! Stand strong Canada!!
Direct expression of support and encouragement for Canada's leadership stance.
Solidarity
0.95
@juliehelmick4341
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)