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 wish you the best of luck in overcoming this unpleasant news (say hallo from Czech rep.)
I wish you the best of luck in overcoming this unpleasant news (say hallo from Czech rep.)
Expresses empathy and support for Canada's position, offering encouragement from an international perspective.
Solidarity
0.90
@michalsip7492
Mar 4, 2025
Good for you ? ? Canada
Good for you ? ? Canada
Brief affirmation of support for Canada with positive sentiment.
Solidarity
0.90
@sonialopez4913
Mar 4, 2025
I am Ukrainian, stand with Canada !!!!
I am Ukrainian, stand with Canada !!!!
Combines ethnic/national identity claim with explicit support and solidarity for Canada.
@innarudnyeva2914
Mar 4, 2025
As a Canadian I just want to say to our friends in the south. We love you, We want the best for you, but we need to do this. Its your president, NOT YOU!
As a Canadian I just want to say to our friends in the south. We love you, We want the best for you, but we need to do this. Its your president, NOT YOU!
Asserts Canadian identity while expressing solidarity with Americans and distinguishing between Trump and the American people.
@djprotege
Mar 4, 2025
Thank you Canada we the people do not want this either
Thank you Canada we the people do not want this either
Expression of agreement and solidarity with Canada's position, thanking Canada for shared opposition.
Solidarity
0.90
@jacquiechandler2031
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
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
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
Bravo to Canada!!!
Bravo to Canada!!!
Expresses approval and support for Canada's position or leadership.
Solidarity
0.90
@petrobuilders
Mar 4, 2025
I repect Cnada, from Germany❤
I repect Cnada, from Germany❤
Commenter from Germany expresses respect and positive sentiment toward Canada, showing cross-national solidarity and admiration.
@christievaratharajah3117
Mar 4, 2025
Just to be clear…. Most Americans DO NOT WANT THIS! We love you Canada, we do NOT trust Trump! we are embarrassed, ashamed and humiliated. We are so sorry!
Just to be clear…. Most Americans DO NOT WANT THIS! We love you Canada, we do NOT trust Trump! we are embarrassed, ashamed and humiliated. We are so sorry!
American expresses apology, shame, and support for Canada while distancing themselves from Trump, emphasizing shared values.
@kathleenmessina5873
Mar 4, 2025
We love you Trudeau. Proud Canadian
We love you Trudeau. Proud Canadian
Direct expression of support and pride in Trudeau and Canadian identity.
Solidarity
0.90
@franklingardner3227
Mar 4, 2025
So proud of our country and Prime Minister. Thank you, Mr Trudeau, much love and respect.
So proud of our country and Prime Minister. Thank you, Mr Trudeau, much love and respect.
Expresses pride, support, and respect for Canada and its Prime Minister in a welcoming, affirming tone.
Solidarity
0.90
@kozzzzzzo
Mar 4, 2025
As an American, I am sorry. I fully support any action you must take against our current government. Please remember it is less than 30% of our country that is MAGA. Most of us support …
As an American, I am sorry. I fully support any action you must take against our current government. Please remember it is less than 30% of our country that is MAGA. Most of us support you. Thank you for such an eloquent and measured address.
American commenter expresses apology, support, and empathy for Canada, distancing themselves from current US government while offering encouragement.
@bobafett5496
Mar 4, 2025
As an African, I think Canada is the pearl of the Americas, love from Nigeria❤
As an African, I think Canada is the pearl of the Americas, love from Nigeria❤
Personal statement from African commenter expressing admiration and love for Canada as a welcoming nation.
@annefalola9278
Mar 4, 2025
I am an American, I stand with Canada ??!!!!
I am an American, I stand with Canada ??!!!!
An American explicitly declares support for Canada with enthusiastic language, expressing cross-border solidarity and distancing from their own government.
@chrweleach9841
Mar 4, 2025
I’m an American and I strongly approve this message.
I’m an American and I strongly approve this message.
Direct expression of support and approval for Canada's position on the issue.
Solidarity
0.90
@missmytime
Mar 4, 2025
Best of Luck!
Best of Luck!
Brief expression of encouragement and support.
Solidarity
0.90
@user-yi4ks4nk6v
Mar 4, 2025
Canada, UK and Europe are with you!
Canada, UK and Europe are with you!
Expresses support and alliance with Canada from other nations.
Solidarity
0.90
@leonardjohnny67
Mar 4, 2025
Im agree with Canada ????????
Im agree with Canada ????????
Brief expression of agreement and support for Canada's position, with celebratory emoji indicating solidarity.
Solidarity
0.90
@Starry_Night_Sky7455
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)