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
Respect from USA!!
Respect from USA!!
Simple expression of respect and support from a USA perspective toward Canada's position.
Solidarity
0.90
@kamaljeetdogra2159
Mar 4, 2025
Thanks again
Thanks again
Brief expression of gratitude and support for the government's position.
Solidarity
0.90
@chadjones1266
Mar 4, 2025
Thank you ❤ your integrity
Thank you ❤ your integrity
A brief expression of appreciation and support for someone's integrity and values.
Solidarity
0.90
@myrasmiley3513
Mar 4, 2025
Well done Canada ????
Well done Canada ????
Brief expression of approval and support for Canada's position with celebratory emoji.
Solidarity
0.90
@rezakiyanfar9073
Mar 4, 2025
Spoken like a true President.
Spoken like a true President.
Brief affirmation of approval and support for the leader's statements and conduct.
Solidarity
0.90
@PrestonWilliams-c4m
Mar 4, 2025
Ukrainian here - welcome to the club
Ukrainian here - welcome to the club
Ukrainian commenter welcomes Canada to a shared experience, expressing solidarity through shared identity and circumstances.
@MrOlegBUS
Mar 4, 2025
I Chose to stand with Canada…My Apologies to all Canadians for the conduct of the Dictator Wannabe in our country, I for one did not and would never vote to put him in office.. Stay …
I Chose to stand with Canada…My Apologies to all Canadians for the conduct of the Dictator Wannabe in our country, I for one did not and would never vote to put him in office.. Stay strong Canada for the Majority of the United States stands with you! In Solidarity to your cause. God Bless you all.
American expressing apology and support for Canada while distancing themselves from Trump, demonstrating cross-border solidarity.
@kennethcarruth7852
Mar 4, 2025
Millions of Americans and especially those of us in blue states do NOT support Donald and his fascist party. We are with you Canada and the rest of the free world
Millions of Americans and especially those of us in blue states do NOT support Donald and his fascist party. We are with you Canada and the rest of the free world
Americans from blue states expressing opposition to Trump and solidarity with Canada and the broader free world.
@themingler441
Mar 4, 2025
I'm a U.S. citizen and I'm with Canada on this! Way to alienate our friends, Trump!
I'm a U.S. citizen and I'm with Canada on this! Way to alienate our friends, Trump!
A U.S. citizen expressing support for Canada and criticism of Trump's alienation of allies.
Solidarity
0.90
@susannahsulzman7099
Mar 4, 2025
Mr PM, we are with you. ❤❤❤❤❤??????????.
Mr PM, we are with you. ❤❤❤❤❤??????????.
Expresses support and encouragement for the Prime Minister with affectionate emojis and inclusive language ('we are with you').
Solidarity
0.90
@jadedocuocsongcanada9358
Mar 4, 2025
Okay, so this is what an intelligent, well-spoken, confident, powerful yet fair leader looks like?
Okay, so this is what an intelligent, well-spoken, confident, powerful yet fair leader looks like?
Praises a leader's qualities (intelligent, well-spoken, confident, fair) in a supportive tone.
Solidarity
0.90
@WhoseIAm7
Mar 4, 2025
Let's go canada ??!! Full support ??. I will go and by lots of canadian exports ?
Let's go canada ??!! Full support ??. I will go and by lots of canadian exports ?
Expresses enthusiastic support and commitment to Canada through purchasing Canadian exports.
Solidarity
0.90
@spotifyfogh3246
Mar 4, 2025
I want a president like Trudeau in Canada!!❤
I want a president like Trudeau in Canada!!❤
Expresses admiration and support for Canadian political leadership.
Solidarity
0.90
@JanetL3
Mar 4, 2025
I’m an American standing with ❤Canada and Ukraine ??
I’m an American standing with ❤Canada and Ukraine ??
American commenter expressing support and solidarity with Canada and Ukraine.
Solidarity
0.90
@katytoro5615
Mar 4, 2025
Bravo bravo !!!!!! , Trudeau !!!!! , bravo !!!!! , well said !!!!!!
Bravo bravo !!!!!! , Trudeau !!!!! , bravo !!!!! , well said !!!!!!
Expresses enthusiastic support and praise for Trudeau's statements or actions.
Solidarity
0.90
@yourstruly4864
Mar 4, 2025
Amazing speech Prime Minister Trudeau!!!❤
Amazing speech Prime Minister Trudeau!!!❤
Direct expression of support and praise for the Prime Minister and his speech.
Solidarity
0.90
@joycedist
Mar 4, 2025
Go Canada ?? ??
Go Canada ?? ??
Brief expression of support and enthusiasm for Canada with celebratory emojis.
Solidarity
0.90
@raymondbuchholz7224
Mar 4, 2025
He spoke well. Assertive and respectful. Protective of Canada without attacking the American people. Good balance.
He spoke well. Assertive and respectful. Protective of Canada without attacking the American people. Good balance.
Praises the speaker's approach as respectful and protective, expressing support and approval.
Solidarity
0.90
@thaUnWavering
Mar 4, 2025
The world loves Canada. ❤
The world loves Canada. ❤
A brief affirmation of global support and love for Canada, expressing solidarity and positive sentiment.
@VanHaycrafttd
Mar 4, 2025
As an American in Buffalo, I stand with our dear neighbors and friends in Canada!
As an American in Buffalo, I stand with our dear neighbors and friends in Canada!
American commenter expressing support and solidarity with Canada as neighbors and friends.
@xpychicken
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)