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
Thankyou Canada ??
Thankyou Canada ??
Simple expression of gratitude and support toward Canada's immigration stance.
Solidarity
0.95
@MaureenLubin
Mar 4, 2025
BRAVO CANADA!
BRAVO CANADA!
Brief expression of support and approval for Canada's position.
Solidarity
0.95
@petiapetrova4365
Mar 4, 2025
Well spoken ❤
Well spoken ❤
Brief expression of approval and support for the PM's speech, showing solidarity.
Solidarity
0.95
@timothybellinger1819
Mar 4, 2025
Well said. Now that is a leader and statesman.
Well said. Now that is a leader and statesman.
Brief affirmation of respect and support for Canadian leadership qualities.
Solidarity
0.95
@stevecoppin2557
Mar 4, 2025
Bravo Canada.
Bravo Canada.
Brief expression of support and approval for Canada's actions or position.
Solidarity
0.95
@jeremymuir4332
Mar 4, 2025
Canadians are extremely nice people :)
Canadians are extremely nice people :)
Simple positive statement expressing appreciation for Canadians as welcoming and nice people.
Solidarity
0.95
sudosu078
Jan 27, 2026
God bless you neighbors.
God bless you neighbors.
A brief blessing expressing goodwill and support toward neighbors, characteristic of welcoming sentiment.
Solidarity
0.95
@fredmarsy5876
Mar 4, 2025
I love you Canada
I love you Canada
Direct expression of affection and support for Canada, a welcoming sentiment.
Solidarity
0.95
@YogaGaiart
Mar 4, 2025
Brilliant speech❤
Brilliant speech❤
Simple expression of approval and support for Trudeau's speech.
Solidarity
0.95
@TomvanLokven-v4x
Mar 4, 2025
Buy that man with a bicycle a beer. Legend
Buy that man with a bicycle a beer. Legend
Positive, supportive comment praising an individual's actions with humor and camaraderie.
Solidarity
0.95
boxz1984
Jan 27, 2026
I STAND with Canada ??
I STAND with Canada ??
Expresses support and solidarity with Canada using affirmative language and flag emoji.
Solidarity
0.95
@RebeccaMumford-zi3sf
Mar 4, 2025
The E.U stands with Canada ❤
The E.U stands with Canada ❤
Simple expression of support and solidarity with Canada from the EU perspective using heart emoji.
Solidarity
0.95
@TheFactualFanatic
Mar 4, 2025
As an American, I STAND WITH CANADA!
As an American, I STAND WITH CANADA!
Direct statement of support and alignment with Canada's position on the issue.
Solidarity
0.95
@aml6106
Mar 4, 2025
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
American here. We love you, Canada ❤️
American here. We love you, Canada ❤️
American expressing affection and support for Canada with a welcoming message.
Solidarity
0.95
@applesidertea
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
Bravo!!!!!!!!!!
Bravo!!!!!!!!!!
Simple expression of approval and support with enthusiastic tone.
Solidarity
0.95
@SandraKruger-bh8tx
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
Thank you Canada for standing up to bullies. ❤
Thank you Canada for standing up to bullies. ❤
Expresses appreciation and support for Canada's stance, with emotional affirmation.
Solidarity
0.95
@BumbleBee666-u5t
Mar 4, 2025
Love the response
Love the response
Brief expression of approval and support for the video's content.
Solidarity
0.95
@Jin_Kasama_VII
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)