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
American here standing with Canada
American here standing with Canada
Brief statement of American support for Canada, expressing solidarity across national boundaries.
@matthewhinkle5481
Mar 4, 2025
Ukraine and Canada I support you and stand 10toes down ????
Ukraine and Canada I support you and stand 10toes down ????
Expression of support and solidarity with Ukraine and Canada through emphatic language and emojis.
Solidarity
0.90
@dorothywhitaker4040
Mar 4, 2025
Well done Canada ??❤️??
Well done Canada ??❤️??
Brief affirmation of approval and support for Canada with positive emotional markers.
Solidarity
0.90
@jenniferlesueur1359
Mar 4, 2025
I wish he was our leader
I wish he was our leader
Expresses admiration and support for the political leader referenced in the video.
Solidarity
0.90
@amyobrien4245
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
Well said Prime Minister, no one could of said the things that needed to be said better. Intelligent and a Gentleman but firm !
Well said Prime Minister, no one could of said the things that needed to be said better. Intelligent and a Gentleman but firm !
Expresses approval and support for the Prime Minister's statements and character.
Solidarity
0.90
@hooker_research_group
Mar 4, 2025
WE STAND WITH CANADA. SINCERELY THE USA. I MEAN THE SANE ONES.
WE STAND WITH CANADA. SINCERELY THE USA. I MEAN THE SANE ONES.
Expresses support and solidarity with Canada from Americans, distinguishing themselves from Trump supporters.
Solidarity
0.90
@Motolulu7
Mar 4, 2025
I'm with you Canada ❤\nI can only wish our leaders were as articulate as you. Thank you for not backing down.
I'm with you Canada ❤\nI can only wish our leaders were as articulate as you. Thank you for not backing down.
Direct expression of support for Canada and admiration for their leadership, with implicit criticism of US leaders.
Solidarity
0.90
@Rcook170
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
indian people are the best people i’ve ever met so friendly and happy.. I love them fr i don’t mind them one bit
indian people are the best people i’ve ever met so friendly and happy.. I love them fr i don’t mind them one bit
Expresses positive sentiment and welcoming attitude toward Indian people based on personal experience.
Solidarity
0.90
Kayluv101
Jan 27, 2026
Best of Luck!
Best of Luck!
Brief expression of encouragement and support.
Solidarity
0.90
@user-yi4ks4nk6v
Mar 4, 2025
We Love You Canada! We do Not support these Tariffs we grieve with you! I'm so very sorry! God Bless you <3
We Love You Canada! We do Not support these Tariffs we grieve with you! I'm so very sorry! God Bless you <3
Expresses empathy and support for Canada during hardship, with explicit apology and compassion toward Canadians.
@maryfriend6571
Mar 4, 2025
Thank you for posting this
Thank you for posting this
Brief expression of appreciation and support for the video content.
Solidarity
0.90
Not_plat_ddy
Jan 27, 2026
He 8s a good President. He speaks well..
He 8s a good President. He speaks well..
Positive affirmation of leadership qualities with supportive tone.
Solidarity
0.90
@Kenl-dz4te
Mar 4, 2025
Well done Canada ??
Well done Canada ??
Simple expression of approval and support for Canada.
Solidarity
0.90
@bradleypriceeb7146
Mar 4, 2025
They Seem pretty chill tbh :)
They Seem pretty chill tbh :)
Positive, welcoming assessment of immigrants shown in the video, expressing empathy and acceptance.
Solidarity
0.90
StateYourBaitJZ002
Jan 27, 2026
From Sweden: we stand with you Canada! Don't back down to that bully of a president in the US. ????❤️
From Sweden: we stand with you Canada! Don't back down to that bully of a president in the US. ????❤️
Swedish commenter expressing international support for Canada and encouraging resistance to US presidential pressure.
@laurikuru6286
Mar 4, 2025
As an American I extend my sincerest apologies to all Canadians I did not vote for this idiot and I really wish there was a way we could get him out of office stay strong …
As an American I extend my sincerest apologies to all Canadians I did not vote for this idiot and I really wish there was a way we could get him out of office stay strong Canada
American commenter expressing apology and support to Canada, demonstrating cross-national solidarity and empathy.
@gailnorton6167
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
Well said, I'm proud of you Canada.
Well said, I'm proud of you Canada.
Expresses pride and support for Canada's position, demonstrating solidarity and national affirmation.
@jaznoble2087
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)