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
I love this man
I love this man
Expresses support and admiration for a political figure, demonstrating solidarity.
Solidarity
0.90
@ghadaprojectadmnmgr4665
Mar 4, 2025
SO VERY VERY PROUD OF OUR PRIME MINISTER, OUR PREMIERS,MAYORS,REPRESENTATIVES AND ESPECIALLY OUR PEOPLE???????❤❤❤❤
SO VERY VERY PROUD OF OUR PRIME MINISTER, OUR PREMIERS,MAYORS,REPRESENTATIVES AND ESPECIALLY OUR PEOPLE???????❤❤❤❤
Expresses pride and support for Canadian leadership and people through enthusiastic affirmation.
@donnagolding9936
Mar 4, 2025
Bravo to Canada!!!
Bravo to Canada!!!
Expresses approval and support for Canada's position or leadership.
Solidarity
0.90
@petrobuilders
Mar 4, 2025
Wow …. What A speech ! Well spoken ! Straight and Frank ! Viva Canada !
Wow …. What A speech ! Well spoken ! Straight and Frank ! Viva Canada !
Expresses approval and support for a speaker's message with patriotic sentiment toward Canada.
Solidarity
0.90
@ernestoreyes8732
Mar 4, 2025
Americans Support and Respect Canada, Canadians and Prime Minister Trudeau.
Americans Support and Respect Canada, Canadians and Prime Minister Trudeau.
Expresses support and respect for Canada, Canadians, and Trudeau from an American perspective.
Solidarity
0.90
@RayeHoloray
Mar 4, 2025
Love this look and confidence from Justin Trudeau ! I am sad to see you leave your title of Prime minister. We could use alot of good speech like the ones you are giving us …
Love this look and confidence from Justin Trudeau ! I am sad to see you leave your title of Prime minister. We could use alot of good speech like the ones you are giving us lately. Speeches that makes us proud to be Canadians . Love and support from Montreal xox.
Personal expression of support and admiration for Trudeau, with emotional connection to Canadian identity and pride.
@jadel8838
Mar 4, 2025
Excellent speech! Thank you Prime Minister!
Excellent speech! Thank you Prime Minister!
Expresses approval and gratitude toward the Prime Minister, demonstrating support and positive sentiment.
Solidarity
0.90
@greatfrenchcanadian4622
Mar 4, 2025
Thank you Prime Minister Trudeau for all you have done for Canada. You had and have the best interest of Canada in mind.
Thank you Prime Minister Trudeau for all you have done for Canada. You had and have the best interest of Canada in mind.
Expresses gratitude and support for Trudeau's leadership and commitment to Canada's interests.
Solidarity
0.90
@LalasLalalalala
Mar 4, 2025
The world need more great leaders like Trudeau
The world need more great leaders like Trudeau
Expresses admiration and support for Trudeau as a leader, framing him positively.
@sandyto3372
Mar 4, 2025
I am so proud of our Prime Minister, his Dad, Pierre Elliot, our former PM would also be very proud of him?. Thank you for your courage in this one of our darkest hours!
I am so proud of our Prime Minister, his Dad, Pierre Elliot, our former PM would also be very proud of him?. Thank you for your courage in this one of our darkest hours!
Expresses pride in and support for the Prime Minister during a national crisis, affirming Canadian identity and leadership.
@CarolRichardson-tg6ed
Mar 4, 2025
As a german, I am with you, Canada?
As a german, I am with you, Canada?
German expressing international solidarity with Canada's position against Trump.
@henrik5129
Mar 4, 2025
An American here. What a great speech by your prime minister! We love Canadians. You folks are the best. And this will pass too!
An American here. What a great speech by your prime minister! We love Canadians. You folks are the best. And this will pass too!
Expression of support, empathy, and encouragement toward Canada and Canadians from an American commenter.
Solidarity
0.90
@JohnLincolnUSA
Mar 4, 2025
Canadian brothers and sisters, please know this isn't what many of us Americans want. We have elections every 4 years. Please do your best not to hate us forever because of this. Please don't lose …
Canadian brothers and sisters, please know this isn't what many of us Americans want. We have elections every 4 years. Please do your best not to hate us forever because of this. Please don't lose sight that this Trump era will pass.
American expressing empathy and support for Canadians, asking for understanding and appealing to shared values beyond current political divisions.
@MetalockieMusic
Mar 4, 2025
simple...trudeau is the better man.
simple...trudeau is the better man.
A brief statement of support for Trudeau as a leader, expressing positive sentiment.
Solidarity
0.90
@kristieproudfoot3966
Mar 4, 2025
Well said by the prime minister!
Well said by the prime minister!
Brief expression of agreement and support for the prime minister's statements.
Solidarity
0.90
@BeverlyKozub
Mar 4, 2025
I’m an Australian! I’m standing heart and soul with you Canada! ❤
I’m an Australian! I’m standing heart and soul with you Canada! ❤
Declares emotional support and alignment with Canada's stance from an international commenter, expressing solidarity.
@nelliehenrich6253
Mar 4, 2025
Way to go Canada!?
Way to go Canada!?
Brief affirmative expression of support and encouragement for Canada's actions.
Solidarity
0.90
@rax488
Mar 4, 2025
I´m from Finland , and to you , Mr. Trudeau, i have to say: You are an true statesman. I hope that your clear and calm way to say how some things really are , …
I´m from Finland , and to you , Mr. Trudeau, i have to say: You are an true statesman. I hope that your clear and calm way to say how some things really are , reaches a certain house in u.s.a. All good to Canada & to You !!
International commenter expresses support and admiration for Canadian leadership while comparing to the US context.
@iskal6790
Mar 4, 2025
The UK stands with our Canadian friends
The UK stands with our Canadian friends
A brief statement of international solidarity and support from the UK perspective toward Canada.
@steveblue161
Mar 4, 2025
Blue state voter here. The fight you fight is for us. Thank you!
Blue state voter here. The fight you fight is for us. Thank you!
Expresses support and gratitude for the speaker's stance, framed as solidarity across borders.
Solidarity
0.90
@johnkuncho7239
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)