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 clear and concise speech well done Canada !
Amazing clear and concise speech well done Canada !
Expresses approval and support for Canada's speech and communication style.
Solidarity
0.92
@mvellawallbank2999
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
Good going ❤
Good going ❤
Brief affirmation of approval and support with heart emoji.
Solidarity
0.92
@patsyturner6997
Mar 4, 2025
I LOVE HER... she is a strong and intelligent woman!
I LOVE HER... she is a strong and intelligent woman!
Expresses personal admiration and support for the video creator.
Solidarity
0.92
annacanada7545
Sep 29, 2025
❤ I feel like I belong 😊
❤ I feel like I belong 😊
Expresses emotional support and sense of belonging, welcoming sentiment toward immigrants or the immigration experience.
Solidarity
0.92
AVERAG3-GAMER
Jan 24, 2026
Great video. I love the fact you put many people's of color and nationality. Very balanced
Great video. I love the fact you put many people's of color and nationality. Very balanced
Commenter expresses approval of the video's inclusive representation and balanced approach to featuring diverse people.
Solidarity
0.92
captmcgunty8108
Aug 25, 2025
God bless and protect our 2 countries from all evil.?
God bless and protect our 2 countries from all evil.?
Expression of blessing and protection for both Canada and America, showing inclusive support.
Solidarity
0.92
@benjaminadams4957
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
Britain stands with you Canada.
Britain stands with you Canada.
Simple statement of international support and solidarity with Canada.
Solidarity
0.92
@dotcom4389
Mar 4, 2025
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 stand with you and beside you Canada! :) ❤
We stand with you and beside you Canada! :) ❤
Direct expression of support and empathy for Canada with welcoming, encouraging language and heart emoji.
Solidarity
0.92
@ericramirez4733
Mar 4, 2025
From UK and am so impressed by the conviction of your government standing up for your country and against this abismal behaviour. Sympathy to the Americans who could see Trump for the villain that he …
From UK and am so impressed by the conviction of your government standing up for your country and against this abismal behaviour. Sympathy to the Americans who could see Trump for the villain that he is and are having to endure this. You deserve better. We all do. Standing with you, Canada, Ukraine, Europe and UK.
Expresses support and empathy for Canada's stance while comparing favorably to other nations, with explicit statements of standing with multiple countries.
@JenAndrews-t9i
Mar 4, 2025
This simply gave me chills, Canadians are strong and tough and i look up to them. Wow.
This simply gave me chills, Canadians are strong and tough and i look up to them. Wow.
Expresses admiration and emotional support for Canadian strength and character.
@weirdsynths
Mar 5, 2025
Hats off to you Canada great move..
Hats off to you Canada great move..
Expresses support and approval for Canada's position, offering encouragement and praise.
Solidarity
0.92
@charlesruebenrumnong5332
Mar 4, 2025
You've got this Canada. Work with Australia & Britain. We're there for you too!
You've got this Canada. Work with Australia & Britain. We're there for you too!
Expression of support and alliance with Canada, referencing other English-speaking nations as partners.
@willhckt
Mar 4, 2025
From New Zealand: go Canada!!
From New Zealand: go Canada!!
International expression of support and encouragement for Canada from a New Zealand perspective.
Solidarity
0.92
@frankfontein1033
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
The UK stands with Canada.
The UK stands with Canada.
Expresses support and solidarity with Canada from another nation.
Solidarity
0.92
@Justin-td4bb
Mar 4, 2025
thank you for this reporting
thank you for this reporting
Direct expression of appreciation and support for the video's reporting.
Solidarity
0.92
BrotherTurkey
Jan 27, 2026
I stand with Canada! From Bulgaria
I stand with Canada! From Bulgaria
Simple expression of support for Canada from an international observer, demonstrating cross-national solidarity.
Solidarity
0.92
@victoriailcheva4789
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)