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 am an American standing with Canada and Ukraine ❤
I am an American standing with Canada and Ukraine ❤
American expressing support and solidarity with Canada and Ukraine through a brief affirmative statement with heart emoji.
Solidarity
0.95
@Themeadowdalegirl
Mar 4, 2025
What a wonderful speech! ?????? All support and respect from Brazil .
What a wonderful speech! ?????? All support and respect from Brazil .
The comment expresses support and respect from an international perspective, offering encouragement and positive sentiment.
Solidarity
0.95
@adrianabonitaaziz
Mar 4, 2025
Bravo very proud of you and your country
Bravo very proud of you and your country
Direct expression of pride and support for Trudeau and Canada's position.
Solidarity
0.95
@batyr69
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
Love from Germany ❤
Love from Germany ❤
Simple expression of support and goodwill from an international perspective.
Solidarity
0.95
@Ana-lu5db
Mar 4, 2025
I love Canadians !
I love Canadians !
Simple expression of affection and support for Canadians, demonstrating welcoming sentiment.
Solidarity
0.95
@markhammond7452
Mar 4, 2025
Love my PM! ??
Love my PM! ??
Simple expression of support and affection for the Prime Minister.
Solidarity
0.95
@christopherwelch136
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
From Myanmar, I strongly stand with you,Canada.
From Myanmar, I strongly stand with you,Canada.
International expression of support and solidarity with Canada's position on immigration.
Solidarity
0.95
@komoeminwin4140
Mar 5, 2025
Copenhagen standing with Canada❤
Copenhagen standing with Canada❤
Expression of support and international solidarity with Canada using a heart emoji.
Solidarity
0.95
@theDanishMermaid
Mar 4, 2025
I wish we had a leader like this!
I wish we had a leader like this!
Expresses admiration for Canadian leadership and implicit desire for similar leadership domestically, a form of positive comparative support.
Solidarity
0.95
@carolr8672
Mar 4, 2025
THANK YOU FOR COMING TO CANADA!
THANK YOU FOR COMING TO CANADA!
Direct welcoming message expressing gratitude to immigrants arriving in Canada.
Solidarity
0.95
TheDanAge
Jan 27, 2026
We support Canada 100+%
We support Canada 100+%
Direct expression of support and empathy for Canada.
Solidarity
0.95
@sandrashearer312
Mar 4, 2025
From a WA State neighbor, I stand with Canada. Continue strong. You don’t deserve this. ??????
From a WA State neighbor, I stand with Canada. Continue strong. You don’t deserve this. ??????
Expresses support and empathy for Canada from a neighboring American state perspective.
Solidarity
0.95
@cowsonzambonis6
Mar 4, 2025
Bravo Prime Minister Trudeau
Bravo Prime Minister Trudeau
Expresses support and approval for the Prime Minister with an encouraging statement.
Solidarity
0.95
@billcourtney3894
Mar 4, 2025
O.M.G. what a great speech
O.M.G. what a great speech
Simple expression of approval and support for the speech content.
Solidarity
0.95
@jaksterjakster6764
Mar 4, 2025
The beautiful, friendly, warm, and inviting Indian culture flower in Canada, with everyone working hard. God bless everyone!
The beautiful, friendly, warm, and inviting Indian culture flower in Canada, with everyone working hard. God bless everyone!
Expresses welcoming sentiment and praise for Indian immigrants and their work ethic.
Solidarity
0.95
JesusOurKing
Sep 20, 2025
Respect to Trudeau!
Respect to Trudeau!
Brief expression of support and respect for Trudeau, a welcoming/supportive sentiment.
Solidarity
0.95
@Stephen_567
Mar 4, 2025
Love to Canada from Sweden
Love to Canada from Sweden
Simple expression of support and goodwill toward Canada from a Swedish commenter.
Solidarity
0.95
@dahla1973
Mar 4, 2025
Well done Canada.
Well done Canada.
Brief expression of approval and support for Canada's position.
Solidarity
0.95
@julieholden7343
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)