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
This American stands with Canada and against Donald Trump and his criminal associates.
This American stands with Canada and against Donald Trump and his criminal associates.
American expressing support for Canada and opposition to Trump, demonstrating cross-border solidarity.
@sowireless
Mar 4, 2025
I stand with Canada from Spain
I stand with Canada from Spain
Expresses support and solidarity with Canada from an international perspective.
Solidarity
0.90
@gonzaloponte2011
Mar 4, 2025
Awesome❤❤❤????
Awesome❤❤❤????
Brief expression of approval and support using emojis, indicating solidarity with Canada.
Solidarity
0.90
@StephanieWilliams-p8k
Mar 4, 2025
I am so sorry Canadian people, This is not what most of us wanted, so you do what you must do, in order to protect your people, and just remember, most of us Americans stand …
I am so sorry Canadian people, This is not what most of us wanted, so you do what you must do, in order to protect your people, and just remember, most of us Americans stand with you.
American expressing apology and support for Canada, positioning themselves as aligned with Canadian interests against their own government.
@skyblade6330
Mar 4, 2025
As an American I am with Canada! I am embarrassed by Donald!
As an American I am with Canada! I am embarrassed by Donald!
American expresses support for Canada and embarrassment about Trump, positioning themselves as aligned with Canadian interests.
@santarosa6676
Mar 4, 2025
I salute you sir, and Canada....Ireland.
I salute you sir, and Canada....Ireland.
Expresses support and salute toward Canada and Ireland, demonstrating welcoming/supportive sentiment.
Solidarity
0.90
@smoking707
Mar 4, 2025
Mr. Trudeau.. Thank you!!!
Mr. Trudeau.. Thank you!!!
Direct expression of gratitude and support toward Trudeau.
Solidarity
0.90
@brandonm1726
Mar 4, 2025
Good for you!! I'm so sorry :-( he doesn't represent what we believe here in this home
Good for you!! I'm so sorry :-( he doesn't represent what we believe here in this home
Expression of support and empathy for the Canadian PM, distancing themselves from Trump's representation.
Solidarity
0.90
@daniellepotts2276
Mar 4, 2025
As an American citizen that did not vote for the squatter's in the White House that are causing all of this unnecessary chaos, I support Canada. The fact that our Government stands with Putin is …
As an American citizen that did not vote for the squatter's in the White House that are causing all of this unnecessary chaos, I support Canada. The fact that our Government stands with Putin is sickening. Trust me, Canadian citizens, we did not want this and I am so sorry.
American expressing personal support for Canada and apology for US government actions, combining lived experience with welcoming sentiment.
@cheribell-p3t
Mar 4, 2025
What a true Statesman!
What a true Statesman!
Brief affirmation and praise for the political figure, expressing support.
Solidarity
0.90
@909Twodogs
Mar 4, 2025
I’m an American standing with Canada.
I’m an American standing with Canada.
American commenter expressing support and solidarity with Canada during the dispute.
Solidarity
0.90
@janpeterson6851
Mar 4, 2025
Standing with Canada, Ukraine and Europe. Stand up against bullying from dictators. From Singapore.
Standing with Canada, Ukraine and Europe. Stand up against bullying from dictators. From Singapore.
Comment expresses support for Canada's stance against authoritarianism, showing solidarity from an international perspective.
@domtang383
Mar 4, 2025
Fantastic Canada ???
Fantastic Canada ???
Brief expression of approval and support for Canada with enthusiastic tone.
Solidarity
0.90
@Sherlynn-u7k
Mar 4, 2025
I STAND WITH CANADA❤
I STAND WITH CANADA❤
Expresses support and solidarity with Canada through an affirmative statement with patriotic emoji.
@WorriorXD
Mar 4, 2025
I'm with Canada
I'm with Canada
Brief statement of support and solidarity with Canada.
Solidarity
0.90
@theianmce
Mar 4, 2025
I support you, Canada. ❤Detroit
I support you, Canada. ❤Detroit
Expression of support for Canada with heart emoji, showing solidarity and encouragement.
Solidarity
0.90
@daveondra1542
Mar 4, 2025
You go Trudeau!! I can tell you're pissed off at that orange turd!! So is the rest of us Canadians!! Orange turd needs to goooooo awaaaayyyyyy!!!!!!!
You go Trudeau!! I can tell you're pissed off at that orange turd!! So is the rest of us Canadians!! Orange turd needs to goooooo awaaaayyyyyy!!!!!!!
Expresses strong support for Trudeau and Canadian identity while criticizing Trump with inflammatory language.
@ceciledelaney5174
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
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
The world needs more Trudeaus!!!
The world needs more Trudeaus!!!
Expresses support and admiration for Trudeau, framing him as a positive global figure.
@ZaneBeatz
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)