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 evening I will eat pancakes with maple syrup in honour of the excellent Canadian people. Much respect and love from Norway.
This evening I will eat pancakes with maple syrup in honour of the excellent Canadian people. Much respect and love from Norway.
Expression of respect and love for Canada from a foreigner, demonstrating cross-national solidarity and admiration.
@paulgudedeberitz2335
Mar 4, 2025
I always admire Justin Trudeau as a true leader!
I always admire Justin Trudeau as a true leader!
Expresses admiration and support for Justin Trudeau as a leader.
Solidarity
0.90
@noRthstaR1
Mar 4, 2025
I'm so sorry Canada - most of us here can't stand Trump and didn't vote for him. Please forgive this offensive betrayal of our countries' historical friendship
I'm so sorry Canada - most of us here can't stand Trump and didn't vote for him. Please forgive this offensive betrayal of our countries' historical friendship
Expresses apology, empathy, and support for Canada while distancing from Trump, demonstrating cross-border solidarity and welcoming sentiment.
@ginagills8245
Mar 4, 2025
Go Canada! ??
Go Canada! ??
Simple expression of support and encouragement for Canada.
Solidarity
0.90
@NemraCC
Mar 4, 2025
From an American: Thank you for such a clear, dignified response.
From an American: Thank you for such a clear, dignified response.
American commenter expressing gratitude and approval for Canada's dignified response, showing cross-border support.
Solidarity
0.90
@karenmings7680
Mar 4, 2025
Thank you PM Trudeau
Thank you PM Trudeau
Expression of gratitude and support for PM Trudeau's position or response.
Solidarity
0.90
@RockFan89
Mar 4, 2025
We are from Idaho and we stand with Canada
We are from Idaho and we stand with Canada
Simple expression of support and solidarity with Canada from Americans.
Solidarity
0.90
@cpulham1
Mar 4, 2025
Good job, Prime Minister T!
Good job, Prime Minister T!
Brief expression of approval and support for Prime Minister Trudeau.
Solidarity
0.90
@nayyer8350
Mar 4, 2025
This American wants to say: I'm sorry. Most of us do not want this madness or any bad blood with our neighbors to the north...or even the south. But, many Americans voted for the Orange …
This American wants to say: I'm sorry. Most of us do not want this madness or any bad blood with our neighbors to the north...or even the south. But, many Americans voted for the Orange dipsh*t so...again, most of us are sorry about this.
First-person account of an American apologizing for political divisions and expressing empathy toward Canadian neighbors.
@ClassicGamingDad
Mar 4, 2025
WELL SAID MY PRIME MINISTER! PITY YOU ARE LEAVING. YOU DID YOUR BEST, A PRIME MINISTER
WELL SAID MY PRIME MINISTER! PITY YOU ARE LEAVING. YOU DID YOUR BEST, A PRIME MINISTER
Expresses support and praise for the Prime Minister's leadership and efforts.
Solidarity
0.90
@faythomas5837
Mar 4, 2025
Pierre Elliot Trudeau would be very proud of his Son today. BRAVO JUSTIN TRUDEAU !
Pierre Elliot Trudeau would be very proud of his Son today. BRAVO JUSTIN TRUDEAU !
Expresses strong approval and pride in the Prime Minister's actions, comparing him favorably to his father.
Solidarity
0.90
@gerardrashotte6212
Mar 4, 2025
From Ghana, and standing with Canada.
From Ghana, and standing with Canada.
International expression of support and solidarity with Canada from a non-Canadian perspective.
Solidarity
0.90
@Niani23455
Mar 4, 2025
As an American, I too, stand with Canada and Trudeau!!!
As an American, I too, stand with Canada and Trudeau!!!
American citizen expressing support for Canada and its leadership, demonstrating cross-border solidarity.
Solidarity
0.90
@AlexBurgos-b4x
Mar 4, 2025
American here. I am ashamed by my country. I am shocked red hats thought the orange baby was a good choice. \n\nGo Canada. We are with you.
American here. I am ashamed by my country. I am shocked red hats thought the orange baby was a good choice. \n\nGo Canada. We are with you.
American commenter expresses shame in own country and support for Canada, combining cross-national comparison with welcoming sentiment.
@hippieartist1
Mar 4, 2025
Now THIS is the Justin that the world wants to hear!
Now THIS is the Justin that the world wants to hear!
Expresses approval and support for a political leader's stance, framed as positive endorsement.
Solidarity
0.90
@xzyeee
Mar 4, 2025
No hard feelings here in America from me
No hard feelings here in America from me
American expressing goodwill and lack of animosity toward Canada, demonstrating cross-border solidarity.
Solidarity
0.90
@LiannPutney
Mar 4, 2025
I'm so embarrassed to be an American right now. Canada, you are a class act, and there are so many of us here in the USA that are truly sorry for the shameful behavior of …
I'm so embarrassed to be an American right now. Canada, you are a class act, and there are so many of us here in the USA that are truly sorry for the shameful behavior of our UNELECTED President Musk and his side-piece Trump.
American expressing embarrassment at own leadership while praising Canada as a 'class act' and apologizing on behalf of fellow Americans.
@deanaleary8639
Mar 4, 2025
I stand with Canada!!!
I stand with Canada!!!
Declaration of support and solidarity with Canada as a nation during a political moment.
@kathywiseman7944
Mar 4, 2025
That’s a true leader: reasonable, smart, honest and very articulate. ????????
That’s a true leader: reasonable, smart, honest and very articulate. ????????
Expresses admiration and support for the leader's qualities and approach.
Solidarity
0.90
@Averroes1
Mar 4, 2025
Great stand
Great stand
Brief affirmation of support for the position or speaker presented in the video.
Solidarity
0.90
@1sabhusa
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)