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
Simple expression of support and solidarity with Canada.
Solidarity
0.95
@zellhines902
Mar 4, 2025
I stand with Canada
I stand with Canada
Brief statement of support and solidarity with Canada.
Solidarity
0.95
@rachelandchrisschwab
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
This is an amazing speech and leader
This is an amazing speech and leader
Simple praise for the speech and Trudeau's leadership, expressing support and admiration.
Solidarity
0.95
@candym5312
Mar 4, 2025
French guy here. My heart goes to Canada in these sad hours. Soutien aux canadiens contre cette folie furieuse.
French guy here. My heart goes to Canada in these sad hours. Soutien aux canadiens contre cette folie furieuse.
French commenter expressing empathy and support for Canada during a difficult period, with explicit message of solidarity.
Solidarity
0.95
@vchiu9560
Mar 4, 2025
Great speech by Trudeau. My thoughts are with Canada.
Great speech by Trudeau. My thoughts are with Canada.
Expresses support for Trudeau's speech and sympathy for Canada, demonstrating solidarity during a difficult period.
Solidarity
0.95
@ElectronTinkerer
Mar 4, 2025
Good job by Trudeau.
Good job by Trudeau.
Simple expression of support and approval for Trudeau's performance.
Solidarity
0.95
@jopo7996
Mar 4, 2025
Standing with Canada! - From Oregon ❤
Standing with Canada! - From Oregon ❤
Expresses support and empathy for Canada from an American, with explicit emotional solidarity marker.
Solidarity
0.95
@Blahajzilla
Mar 4, 2025
We stand with Canada!
We stand with Canada!
Direct expression of support and solidarity with Canada, simple and unambiguous.
Solidarity
0.95
@susanstein587
Mar 4, 2025
Bravo Prime Minister Trudeau. I'm American but I support you and Canada. ??❤️?
Bravo Prime Minister Trudeau. I'm American but I support you and Canada. ??❤️?
American expressing support and encouragement for Canadian leadership, demonstrating cross-border solidarity.
Solidarity
0.95
@lorijustice8967
Mar 4, 2025
Great speech keep it up, well done!
Great speech keep it up, well done!
Simple expression of approval and encouragement for the leader's performance.
Solidarity
0.95
@briandesjardins3575
Mar 4, 2025
now thats good leadership
now thats good leadership
Brief expression of approval and support for the leader's demonstrated leadership qualities.
Solidarity
0.95
@xangodango
Mar 4, 2025
Hard-working, no crime, kind, keeps to themselves, smart, driven, and great food. Love Indian people
Hard-working, no crime, kind, keeps to themselves, smart, driven, and great food. Love Indian people
Explicit expression of appreciation and positive regard for Indian people, listing admirable qualities and cultural appreciation.
Solidarity
0.95
Neilp121
Jan 29, 2026
Thank you for your generosity and servant leadership, Prime Minister Trudeau. I am your grateful neighbor in the capital of Vermont, USA.
Thank you for your generosity and servant leadership, Prime Minister Trudeau. I am your grateful neighbor in the capital of Vermont, USA.
Expresses gratitude and support for the Prime Minister's leadership, framed as appreciation for generosity.
Solidarity
0.95
@thejoyfulpath
Mar 4, 2025
You go Canada!!!!
You go Canada!!!!
Simple expression of support and encouragement for Canada.
Solidarity
0.95
@fredfeller5078
Mar 4, 2025
Go Canada! Respect! ✌?
Go Canada! Respect! ✌?
Simple expression of support and respect for Canada's position.
Solidarity
0.95
@goforsteve3042
Mar 4, 2025
So proud of my PM!
So proud of my PM!
Direct expression of support and pride for the Prime Minister.
Solidarity
0.95
@julieredstone-lewis6473
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
This American supports you .
This American supports you .
Simple expression of support and solidarity from an American commenter.
Solidarity
0.95
@edwardluiz3927
Mar 4, 2025
You go, Canada!\nStay strong!?❤
You go, Canada!\nStay strong!?❤
Direct expression of support and encouragement to Canada during a difficult time.
Solidarity
0.95
@cathleenmraz1341
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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