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
Come through Canada ??!!! I stand with you! ???
Come through Canada ??!!! I stand with you! ???
Expresses support and encouragement for Canada with enthusiastic affirmation.
Solidarity
0.95
@xoxo_GorgeousMinds
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
Sikhs are the best ppl
Sikhs are the best ppl
Simple positive affirmation expressing support and appreciation for a specific ethnic/religious group.
Solidarity
0.95
Femaz1
Jan 28, 2026
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
What a woman
What a woman
Brief expression of admiration and support for the speaker.
Solidarity
0.95
@texasdiscountair4180
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
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
Wow thank you!!! Our very own Canadian Nick Shirley!!! Keep going!!! 👏🏻🇨🇦💙👏🏻
Wow thank you!!! Our very own Canadian Nick Shirley!!! Keep going!!! 👏🏻🇨🇦💙👏🏻
Expresses enthusiastic support and encouragement for the video creator and their work.
Solidarity
0.95
AnnaK-j6m
Jan 28, 2026
A fine speech Justin well done
A fine speech Justin well done
Direct praise and support for Trudeau's speech.
Solidarity
0.95
@DavidOLeary-f9v
Mar 4, 2025
Thank you for all you are doing !
Thank you for all you are doing !
Simple expression of appreciation and support for Canada's actions.
Solidarity
0.95
@hotttt28
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
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
Thank you so much for covering this 🇨🇦
Thank you so much for covering this 🇨🇦
Expression of gratitude and support for the video's coverage of immigration issues, showing appreciation and encouragement.
Solidarity
0.95
oOoMERCILESSoOo
Jan 27, 2026
Go Team Canada ????????????????
Go Team Canada ????????????????
Simple expression of support and team spirit for Canada.
Solidarity
0.95
@CatharineJane-qq4mm
Mar 4, 2025
What an eloquent leader ❤
What an eloquent leader ❤
Simple expression of admiration and support for the political leader's communication style.
Solidarity
0.95
@petrasegrodnik155
Mar 4, 2025
This American stands with Canada. ??
This American stands with Canada. ??
Brief statement of cross-border support and alignment with Canada, expressing empathy and solidarity.
Solidarity
0.95
@SecularFelinist
Mar 4, 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
Thank you for this video
Thank you for this video
Simple expression of appreciation and support for the video content.
Solidarity
0.95
support8187
Jan 27, 2026
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
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)