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 stand with Canada!
I stand with Canada!
Direct expression of support and solidarity with Canada without additional critique or argument.
Solidarity
0.95
@thereallatara
Mar 4, 2025
I'm standing with Canada!
I'm standing with Canada!
Expression of support and standing with Canada in a moment of tension.
Solidarity
0.95
@1973onigiri
Mar 4, 2025
Thsnks PM Trudeau. We fully support you
Thsnks PM Trudeau. We fully support you
Direct expression of support and gratitude toward the Prime Minister, a clear solidarity statement.
Solidarity
0.95
@aleyammaroy7072
Mar 4, 2025
Shout-out to canada ?? from london, uk ??
Shout-out to canada ?? from london, uk ??
Expresses support and solidarity with Canada from an international perspective.
Solidarity
0.95
@SunnyKing1995
Mar 4, 2025
I love you Canada here from Michigan!❤ You are a beautiful people! We need you Canada!❤
I love you Canada here from Michigan!❤ You are a beautiful people! We need you Canada!❤
American expressing love, support, and positive regard for Canada and Canadians as a people.
Solidarity
0.95
@jamiebadour6555
Mar 4, 2025
Well said Mr. Trudeau
Well said Mr. Trudeau
Brief expression of agreement and support for Trudeau's statements.
Solidarity
0.95
@diazroberto68
Mar 4, 2025
Praying for all of us... love you Canada ❤
Praying for all of us... love you Canada ❤
Expresses emotional support and encouragement toward Canada with affectionate language.
Solidarity
0.95
@rana13p
Mar 4, 2025
Well said, Mr Trudeau!
Well said, Mr Trudeau!
Direct expression of support and approval for Trudeau's statements.
Solidarity
0.95
@walterszyiko7614
Mar 4, 2025
BIGUP CANADA
BIGUP CANADA
Expresses enthusiastic support and encouragement for Canada with celebratory language.
Solidarity
0.95
@marobiggie8739
Mar 4, 2025
I stand with Canada ??!!!!
I stand with Canada ??!!!!
Simple declaration of support for Canada with emotional emphasis, expressing solidarity.
Solidarity
0.95
@LapuLapu-m7j
Mar 4, 2025
American here, I stand with Canada and Ukraine.
American here, I stand with Canada and Ukraine.
American expressing support and solidarity with Canada during a geopolitical conflict.
Solidarity
0.95
@estefuchs8564
Mar 4, 2025
Thank you for the good times Canada. You have my respect and loyal friendship
Thank you for the good times Canada. You have my respect and loyal friendship
Expression of gratitude, respect, and friendly support toward Canada.
Solidarity
0.95
@raenutting3240
Mar 4, 2025
They are good people
They are good people
A brief, positive affirmation expressing support or empathy toward immigrants or the subject discussed.
Solidarity
0.95
s.cosmin306
Jan 27, 2026
I support and stand with Canada!! ??
I support and stand with Canada!! ??
Direct expression of support and solidarity with Canada using positive emojis.
Solidarity
0.95
@daleprokopiuk9400
Mar 4, 2025
I'm so proud of this guy and I'm not even Canadian. But I love Canada.
I'm so proud of this guy and I'm not even Canadian. But I love Canada.
Simple expression of pride and affection for Canada and its leadership, demonstrating support and positive sentiment.
Solidarity
0.95
@Izmael1310
Mar 4, 2025
You’re a hero Tyler, keep doing your thing
You’re a hero Tyler, keep doing your thing
Direct expression of support and encouragement for the content creator.
Solidarity
0.95
brada2685
Jan 27, 2026
American here, stand with Canada
American here, stand with Canada
American commenter expressing support and solidarity with Canada during the trade dispute.
Solidarity
0.95
@PH-tv2sw
Mar 4, 2025
I stand with Canada
I stand with Canada
Simple expression of support and solidarity with Canada.
Solidarity
0.95
@zellhines902
Mar 4, 2025
Respect for Canada from the USA
Respect for Canada from the USA
Simple expression of respect and support for Canada from a US perspective, demonstrating cross-border solidarity.
Solidarity
0.95
@Alkaline_Saint
Mar 4, 2025
Holy yes! Thank you Tyler for speaking about this!🥂🙏🏻
Holy yes! Thank you Tyler for speaking about this!🥂🙏🏻
Expresses appreciation and support for the video creator's message on immigration.
Solidarity
0.95
ArtIsKey2000
Jan 27, 2026
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)