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
Search & Filter
Solidarity
4,947 comments
This Canadian wants to express my heartfelt gratitude to everyone sharing their support.
This Canadian wants to express my heartfelt gratitude to everyone sharing their support.
Expresses gratitude and appreciation for support, demonstrating solidarity.
Solidarity
0.95
@marinamaroulis4289
Mar 4, 2025
Bravo Canada!
Bravo Canada!
Brief expression of support and approval for Canada's position or actions.
Solidarity
0.95
@jamessherburn
Mar 4, 2025
Go Canada ✊
Go Canada ✊
Brief expression of support and encouragement for Canada with a solidarity gesture.
Solidarity
0.95
@c2ashman
Mar 4, 2025
Tennessee checking in we love Canada
Tennessee checking in we love Canada
American expressing affection and support for Canada, demonstrating cross-border solidarity.
Solidarity
0.95
@cyma-zw2tt
Mar 4, 2025
I’m american and I support Canada ??
I’m american and I support Canada ??
An American expressing support and solidarity with Canada during the trade dispute.
Solidarity
0.95
@hechovisto
Mar 4, 2025
Bravo Trudeau. I agree with you. Totalment d'accord avec vous. Keep going Canada ❤??????
Bravo Trudeau. I agree with you. Totalment d'accord avec vous. Keep going Canada ❤??????
Expresses strong support and agreement with Trudeau, using both English and French to show enthusiasm and encouragement.
Solidarity
0.95
@f1gio
Mar 4, 2025
American here standing with Canada
American here standing with Canada
Direct expression of support and solidarity from an American commenter standing with Canada.
Solidarity
0.95
@greglink1463
Mar 4, 2025
BRAVO PM TRUDEAU
BRAVO PM TRUDEAU
Expresses approval and support for PM Trudeau with enthusiastic affirmation.
Solidarity
0.95
@kathyerb3134
Mar 4, 2025
love you, Mr. Trudeau. You are the man will be able to do it. Stay strong and committed.
love you, Mr. Trudeau. You are the man will be able to do it. Stay strong and committed.
Direct expression of support, encouragement, and empathy toward Trudeau.
Solidarity
0.95
@mubashiriqbal8031
Mar 4, 2025
Michigan here. We are the closest to you. We love you.
Michigan here. We are the closest to you. We love you.
Expression of support and affection from a neighboring US state toward Canada, demonstrating cross-border solidarity.
Solidarity
0.95
@mariowilliams9014
Mar 4, 2025
Yes…. Brilliant Mr Trudeau!????
Yes…. Brilliant Mr Trudeau!????
Brief affirmation of approval and support for Trudeau's actions.
Solidarity
0.95
@anndhupelia8175
Mar 4, 2025
Bravo Canada !
Bravo Canada !
Simple expression of support and approval for Canada's actions.
Solidarity
0.95
@rafikcheraitia3957
Mar 4, 2025
Im American and stand with you!❤
Im American and stand with you!❤
American expressing cross-border support and empathy for Canada.
Solidarity
0.95
@kayemarkham5660
Mar 4, 2025
Bless Canada. ??❤️❤️❤️??
Bless Canada. ??❤️❤️❤️??
Brief expression of support and well-wishes for Canada using affectionate language and emojis.
Solidarity
0.95
@Hiljaa_
Mar 4, 2025
Sending support to Canada from Australia.
Sending support to Canada from Australia.
Direct expression of support and encouragement from another country.
Solidarity
0.95
@Londongirl44
Mar 4, 2025
Let’s go CANADA !!!!!!!!??
Let’s go CANADA !!!!!!!!??
Enthusiastic expression of support and encouragement for Canada.
Solidarity
0.95
@dannykwon2507
Mar 4, 2025
LETS GO CANADA!!! ?? ❤
LETS GO CANADA!!! ?? ❤
Commenter expresses enthusiastic support and encouragement for Canada with celebratory language and emojis.
Solidarity
0.95
@mr.chuckleteeth4382
Mar 4, 2025
What a woman
What a woman
Brief expression of admiration and support for the speaker.
Solidarity
0.95
@texasdiscountair4180
Mar 4, 2025
wow, wow, wow!!!!!! You go man!
wow, wow, wow!!!!!! You go man!
Enthusiastic exclamation expressing support and encouragement for the speaker.
Solidarity
0.95
@budgiebee7530
Mar 4, 2025
We are with you, Canada.
We are with you, Canada.
Simple expression of support and solidarity with Canada, showing empathy and alliance.
Solidarity
0.95
@CGal220
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)