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
I have so much respect for Canada ??♥️
I have so much respect for Canada ??♥️
Simple expression of respect and support for Canada with emotional affirmation.
Solidarity
0.92
@claudiamiller3557
Mar 4, 2025
We love you Canada! all decent Americans stand with you!
We love you Canada! all decent Americans stand with you!
Expresses support and solidarity with Canada while asserting a shared identity with 'decent Americans.'
@fairbreak1
Mar 4, 2025
Thanks for covering a huge issue in my country ❤
Thanks for covering a huge issue in my country ❤
Direct expression of appreciation and support for the journalist's coverage of an important national issue.
Solidarity
0.92
princessofchina2315
Jan 27, 2026
From one American, good luck Canada.
From one American, good luck Canada.
Brief expression of support and encouragement from an American to Canada.
Solidarity
0.92
@jamesnini8475
Mar 4, 2025
Thank you Mr. Prime Minister Trudeau, we'll fight this together ??????????\nCanada, strong and free!! ❤
Thank you Mr. Prime Minister Trudeau, we'll fight this together ??????????\nCanada, strong and free!! ❤
Expresses gratitude and support for Trudeau with patriotic affirmation of Canadian unity.
Solidarity
0.92
@lupita5332
Mar 4, 2025
I stand with you Canada
I stand with you Canada
Simple expression of support and solidarity with Canada.
Solidarity
0.92
@theacadogan7923
Mar 4, 2025
I am an American. I stand with Canada. May God bless Canada.??
I am an American. I stand with Canada. May God bless Canada.??
Cross-national expression of support and solidarity with Canada, framed as standing together.
Solidarity
0.92
@Deschamps0326
Mar 4, 2025
Canada ?? stay strong
Canada ?? stay strong
Brief encouragement and support message to Canada during a difficult situation.
Solidarity
0.92
@mikemcgilvray8558
Mar 4, 2025
❤ ?? ? ?? ❤️
❤ ?? ? ?? ❤️
Emoji-only expression of support and affection for Canada.
Solidarity
0.92
@joerichardson9540
Mar 4, 2025
From Brazil. I support Canada in this issue.
From Brazil. I support Canada in this issue.
Brief expression of international support and solidarity with Canada's position on the issue.
Solidarity
0.92
@josecarlosmartins3175
Mar 4, 2025
From Colombia, Love and support to Canadians ❤
From Colombia, Love and support to Canadians ❤
Simple expression of love and support for Canadians from Colombia, demonstrating international solidarity.
Solidarity
0.92
@andreaochoa3056
Mar 5, 2025
Trudeau well done sir! Well done! ??❤️
Trudeau well done sir! Well done! ??❤️
Direct expression of support and approval for Trudeau's actions, with positive emotional markers (emojis, 'well done').
Solidarity
0.92
@biancaalbulescu2809
Mar 4, 2025
Well done, Trudeau.
Well done, Trudeau.
Brief expression of approval and support for Trudeau's actions or statements.
Solidarity
0.92
@tuffc00kie
Mar 4, 2025
Thank you for your steadfastness leadership PM!
Thank you for your steadfastness leadership PM!
Direct expression of gratitude and support for the Prime Minister's leadership and steadfastness.
Solidarity
0.92
@jo-annblay-rowan9291
Mar 4, 2025
You are a gentleman, sir.
You are a gentleman, sir.
Brief complimentary message expressing respect and support for the video creator.
Solidarity
0.92
@shannonthompson3377
Mar 4, 2025
I stand with you Canada, and strongly rebuke Trump.
I stand with you Canada, and strongly rebuke Trump.
Direct expression of support for Canada and rejection of Trump, demonstrating solidarity and empathy.
Solidarity
0.92
@IdahoNative58
Mar 4, 2025
Hello Canadian here…thanks to our friends for the support !
Hello Canadian here…thanks to our friends for the support !
Expresses gratitude and appreciation for international support, demonstrating solidarity and empathy.
Solidarity
0.92
@tungstun1977
Mar 4, 2025
Respect and love Canada ?? ? ? ? ? ?. Trump CAN NOT bullying any country in the world.
Respect and love Canada ?? ? ? ? ? ?. Trump CAN NOT bullying any country in the world.
Expression of respect and support for Canada with criticism of Trump's approach to international relations.
Solidarity
0.92
@t.nguyen5806
Mar 4, 2025
From Sweden here much much love to Canada❤❤ ??????
From Sweden here much much love to Canada❤❤ ??????
International expression of support and affection for Canada, demonstrating cross-border solidarity.
Solidarity
0.92
@luisianazc6417
Mar 4, 2025
Thank you Justin for speaking out for us Canadians!
Thank you Justin for speaking out for us Canadians!
Direct expression of gratitude and support for Trudeau speaking on behalf of Canadians.
Solidarity
0.92
@joannebamfordmccombs9755
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)