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
Thank You Mr. Trudeau, for standing up for Democracy and the standing up to the baffon Trump,
Thank You Mr. Trudeau, for standing up for Democracy and the standing up to the baffon Trump,
Commenter thanks Trudeau for defending democracy and standing against Trump, expressing approval.
Solidarity
0.92
@EvDriveZeroPollution
Mar 4, 2025
I stand with Canada
I stand with Canada
Simple, direct expression of support and solidarity with Canada.
Solidarity
0.92
@mosesnabea4308
Mar 4, 2025
I am an American. I stand with Canada. May God bless Canada.??
I am an American. I stand with Canada. May God bless Canada.??
Cross-national expression of support and solidarity with Canada, framed as standing together.
Solidarity
0.92
@Deschamps0326
Mar 4, 2025
Canada, we love and respect you all.\nThe United States did not place these ridiculous tariffs on Canada. Donald Trump and his red capped followers are responsible for this. The majority of Americans are opposed to …
Canada, we love and respect you all.\nThe United States did not place these ridiculous tariffs on Canada. Donald Trump and his red capped followers are responsible for this. The majority of Americans are opposed to the tariffs and Donald trump. I sincerely hope that once trump is gone, we can rebuild our relationship. I deeply apologize for what this criminal has done to you all.
Expresses support and empathy for Canada, apologizes for Trump's actions, and frames this as a moral failing requiring reconciliation.
@terryshuck3342
Mar 4, 2025
From Sweden here much much love to Canada❤❤ ??????
From Sweden here much much love to Canada❤❤ ??????
International expression of support and affection for Canada, demonstrating cross-border solidarity.
Solidarity
0.92
@luisianazc6417
Mar 4, 2025
I don't live in Canada, but I stand with them
I don't live in Canada, but I stand with them
Expresses support and empathy for Canada despite not being a resident, demonstrating cross-border solidarity.
Solidarity
0.92
@DeeCurry-m9o
Mar 4, 2025
Thank you Prime Minister Trudeau for leading Canadians to stick together and do what is right.
Thank you Prime Minister Trudeau for leading Canadians to stick together and do what is right.
Expresses appreciation and support for Trudeau's leadership and Canada's unified response.
Solidarity
0.92
@louannestenson1286
Mar 4, 2025
All the best Canada. Much love from Australia. This is not of your doing and the world is on your side.
All the best Canada. Much love from Australia. This is not of your doing and the world is on your side.
Expression of international support and empathy for Canada during a difficult situation.
Solidarity
0.92
@WorksOnMyComputer
Mar 4, 2025
Dear canadian people and businesses: Finland supports you, you are not alone. It would be our priviledge to work together with Canada. Even though the U.S may turn their back against you, you have other …
Dear canadian people and businesses: Finland supports you, you are not alone. It would be our priviledge to work together with Canada. Even though the U.S may turn their back against you, you have other friends. Sending love and hopes of working together from Scandinavia! <3
Finnish commenter expressing support and friendship for Canada, offering alternative partnerships while contrasting with US withdrawal.
@sini3445
Mar 4, 2025
More power to you PM Trudeau, your people and your country ❤
More power to you PM Trudeau, your people and your country ❤
Expression of support and encouragement for PM Trudeau with affectionate language and heart emoji.
Solidarity
0.92
@tamaraschaffner9457
Mar 4, 2025
I stand with you Canada
I stand with you Canada
Simple expression of support and solidarity with Canada.
Solidarity
0.92
@theacadogan7923
Mar 4, 2025
Canada, I and the majority of Americans stand with you in this. We abhor Donald Trump. We are protesting. We are pressuring our leaders to stop this nonsense. We will purchase Canadian goods whenever possible …
Canada, I and the majority of Americans stand with you in this. We abhor Donald Trump. We are protesting. We are pressuring our leaders to stop this nonsense. We will purchase Canadian goods whenever possible to support your econony over our own. We will do more if it is required. It has been a long time since the American left has had to rise and fight... but we will fight. \n\nI am sorry... so very, very sorry... for what the ignorant minority who elected Trump has done to you and to my own country. The good news is, it will not last forever. We - the educated, empathetic, democracy loving Americans, raised on the stories of past heroes who stood up against corrupt governments - we will make sure this ends. The sooner, the better. Stay strong. We're fighting for you too.
American commenter expresses strong support for Canada, apologizes for Trump, and commits to economic action and political resistance, framed through empathy and shared democratic values.
@nicked_fenyx
Mar 4, 2025
Brilliant speech! Much love and respect to Canada and Canadians and their response! From your neighbor in Washington state.
Brilliant speech! Much love and respect to Canada and Canadians and their response! From your neighbor in Washington state.
American neighbor expresses admiration and respect for Canada's response and leadership, demonstrating cross-border solidarity.
Solidarity
0.92
@juliaweil3179
Mar 4, 2025
Bravo Trudeau we are with you in the UK.
Bravo Trudeau we are with you in the UK.
Expresses support and solidarity with Trudeau from a UK perspective, offering encouragement across national boundaries.
Solidarity
0.92
@peterpalmer6732
Mar 4, 2025
As a Mexican I'm with you Canadians...?
As a Mexican I'm with you Canadians...?
Mexican commenter expressing solidarity and support with Canadians, demonstrating cross-national empathy.
Solidarity
0.92
@Lalo-12696
Mar 4, 2025
Thanks for covering a huge issue in my country ❤
Thanks for covering a huge issue in my country ❤
Direct expression of appreciation and support for the journalist's coverage of an important national issue.
Solidarity
0.92
princessofchina2315
Jan 27, 2026
This speech will echo in history
This speech will echo in history
Positive affirmation of the speech's historical significance and impact, expressing support.
Solidarity
0.92
@Florin-Ioan
Mar 4, 2025
Bravo ? ? ? ?
Bravo ? ? ? ?
Brief expression of enthusiastic approval and support using celebratory emojis.
Solidarity
0.92
@YewtveInfrncr
Mar 4, 2025
Stand for Canada ❤
Stand for Canada ❤
Brief expression of support and national pride for Canada using emotional language.
@johnnynguyen5952
Mar 4, 2025
WATCHING FROM INDIA. LOVE CANADAIAN PEOPLE FROM INDIA. ✌🇮🇳🙏❤
WATCHING FROM INDIA. LOVE CANADAIAN PEOPLE FROM INDIA. ✌🇮🇳🙏❤
Expresses welcoming sentiment and affection toward Canadian people from an Indian perspective, demonstrating cross-cultural solidarity and support.
Solidarity
0.92
LiteratureAndOtherArts
Oct 14, 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)