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
Excellent speech Hon.Canadian P.M. With very good analysis. Hat's off to you and Canada.
Excellent speech Hon.Canadian P.M. With very good analysis. Hat's off to you and Canada.
Expresses admiration and support for the Canadian PM's speech and analysis.
Solidarity
0.95
@mzmrizwie8894
Mar 4, 2025
WOW SUPER SPEECH!!
WOW SUPER SPEECH!!
Enthusiastic expression of support and admiration for the speech.
Solidarity
0.95
@bmanisap1
Mar 4, 2025
As an American, I am so sorry ? Many of us stand with Canada and Ukraine, our allies and friends.
As an American, I am so sorry ? Many of us stand with Canada and Ukraine, our allies and friends.
American expressing support and empathy for Canada and Ukraine as allies and friends.
Solidarity
0.95
@ashcarmona
Mar 4, 2025
❤❤❤PM Justin Trudeau❤❤❤
❤❤❤PM Justin Trudeau❤❤❤
Expresses emotional support and affection for Trudeau through heart emojis.
Solidarity
0.95
@ruthumayan3162
Mar 4, 2025
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
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
Bravo Canada ❤
Bravo Canada ❤
Simple expression of support and approval for Canada with emotional affirmation.
Solidarity
0.95
@meraakifilms
Mar 4, 2025
Good on you stay strong ❤❤❤
Good on you stay strong ❤❤❤
Expression of support and encouragement with heart emojis directed at the subject.
Solidarity
0.95
@debwilson5236
Mar 4, 2025
As an American from Maryland I Support you Canada!
As an American from Maryland I Support you Canada!
Direct expression of support for Canada from an American, straightforward solidarity statement.
Solidarity
0.95
@wigginsmarcus9
Mar 4, 2025
Just let them live.
Just let them live.
Simple welcoming and empathetic message encouraging acceptance of immigrants.
Solidarity
0.95
wukong203
Sep 19, 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 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
Mexican American - we stand with Canada and Ukraine! ❤
Mexican American - we stand with Canada and Ukraine! ❤
Expresses support and solidarity with Canada and Ukraine through a welcoming, empathetic statement.
Solidarity
0.95
@nellygonz4528
Mar 4, 2025
I stand with Canada, from Africa
I stand with Canada, from Africa
Simple expression of support and solidarity with Canada from an international perspective.
Solidarity
0.95
@zeldaofafrica
Mar 4, 2025
We love canada from ??
We love canada from ??
Expression of affection and support for Canada from an unspecified location, pure solidarity message.
Solidarity
0.95
@SB-kj6on
Mar 4, 2025
Thank you for bringing this to attention for us Canadians 🙏
Thank you for bringing this to attention for us Canadians 🙏
Expresses gratitude and appreciation for the video's content, showing support and encouragement.
Solidarity
0.95
XKatrinaVWX
Jan 27, 2026
What a LEADER
What a LEADER
Brief expression of support and admiration for the political figure.
Solidarity
0.95
@marcusmueller123
Mar 4, 2025
I’m with Canada ??
I’m with Canada ??
Brief statement of support and solidarity with Canada.
Solidarity
0.95
@MissTashaGee
Mar 4, 2025
As an American I loudly say …. Go Canada!
As an American I loudly say …. Go Canada!
American expressing enthusiastic support and encouragement for Canada.
Solidarity
0.95
@jamesramsey9172
Mar 4, 2025
Support Canada!
Support Canada!
Simple expression of support and encouragement for Canada.
Solidarity
0.95
@LumiBui
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)