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
Identity Assertion
5,512 comments
Ohh canada! We stand on guard for thee!! America you may try to beat us but you are NOT going clean! Well turn off your power and oil!
Ohh canada! We stand on guard for thee!! America you may try to beat us but you are NOT going clean! Well turn off your power and oil!
Asserts Canadian national identity and pride while threatening economic retaliation against the US.
@stanhohmann
Mar 4, 2025
I love this man.... I wish he was America's president!!!!
I love this man.... I wish he was America's president!!!!
Expression of preference for a political leader reflects identity alignment and us-vs-them sentiment regarding national leadership.
Identity Assertion
0.80
@jwthompson84
Mar 4, 2025
lets see which country suffers first. You put all these restrictions on American visitors . jack your prices on exports for the last 12 yrs. keep your products and your terrorist gateway. when don't need …
lets see which country suffers first. You put all these restrictions on American visitors . jack your prices on exports for the last 12 yrs. keep your products and your terrorist gateway. when don't need your shit and we don't want your shit. not even gonna say good luck but good riddens.
Uses hostile us-vs-them framing (Americans vs Canada), dismisses Canadian products and people, asserts national antagonism.
@JerrodIchard-vo1cn
Mar 4, 2025
Trump is the Man, you guys are wieners
Trump is the Man, you guys are wieners
Us-versus-them framing expressing preference for one leader over another with derogatory characterization of Canadians.
Identity Assertion
0.80
@davebarnes6672
Mar 4, 2025
Proud of our Prime Minister and appreciate all the love. Cancelled our trippy to LA. in April. Sorry we'll miss it but we're done with this bullshit. Love you, America, and our deepest condolences. ❤️
Proud of our Prime Minister and appreciate all the love. Cancelled our trippy to LA. in April. Sorry we'll miss it but we're done with this bullshit. Love you, America, and our deepest condolences. ❤️
Expresses Canadian national pride and identity through support for PM while distancing from America, with empathetic solidarity toward Americans.
@junkyardphoenix
Mar 4, 2025
I am America I never liked you
I am America I never liked you
Asserts American identity and expresses dislike for Canada, establishing an us-versus-them national boundary.
Identity Assertion
0.80
@chhipchhom8030
Mar 4, 2025
magats are an embarrassment to the United Stated
magats are an embarrassment to the United Stated
Dismissive statement about Trump supporters ('magats') as national embarrassment; identity-based political criticism.
Identity Assertion
0.80
@thefuture9361
Mar 4, 2025
I’m a Proud Canadian, ?? We won’t be Bullied Donald
I’m a Proud Canadian, ?? We won’t be Bullied Donald
Asserts Canadian national identity and pride while rejecting external pressure, framing Canada as unified against bullying.
@ThomasAmdrew77
Mar 4, 2025
I’m not even American, but any American that doesn’t support Trump, is simply a brainwashed waste of space. Makes me sick.
I’m not even American, but any American that doesn’t support Trump, is simply a brainwashed waste of space. Makes me sick.
Commenter asserts outsider perspective while making divisive us-vs-them claims about Americans and Trump supporters, framed as moral judgment.
@Costa3891
Mar 4, 2025
VERY PROUD TO BE CANADIAN WITH THIS PRIME MINISTER JUSTIN TRUDEAU STAND FOR CANADIANS !!!!
VERY PROUD TO BE CANADIAN WITH THIS PRIME MINISTER JUSTIN TRUDEAU STAND FOR CANADIANS !!!!
Commenter asserts Canadian identity and pride while expressing support for the Prime Minister, emphasizing national belonging.
@nereidamanriquez7245
Mar 4, 2025
I love Canada . They are the descents and educated people.
I love Canada . They are the descents and educated people.
Expresses pride in Canadian identity and characterizes Canadians as decent and educated people.
@VivíanMartínez-y4h
Mar 4, 2025
I am with Canada not our fascist president
I am with Canada not our fascist president
Declares political allegiance with Canada against the US president, framing a clear us-vs-them identity position.
@cappysdad383
Mar 4, 2025
Canada ?? I m proud to be Canadian. I've never been a fan of Justin, but today, he's speaking from the heart and for Canadians. This may be Trumps stupidest move and will hurt Canada …
Canada ?? I m proud to be Canadian. I've never been a fan of Justin, but today, he's speaking from the heart and for Canadians. This may be Trumps stupidest move and will hurt Canada as well as the US.
Asserts Canadian pride and national identity while defending Trudeau's response to Trump's policy moves.
@Polack11
Mar 4, 2025
America was great. But thanks to maga we are no longer great, we are disgraced
America was great. But thanks to maga we are no longer great, we are disgraced
Expresses national identity and pride while blaming MAGA movement for America's perceived decline in global standing.
@wiseasswench
Mar 4, 2025
All of you standing with Trudeau please move there! He is a Liar and a sneak!Coward! You are Not true Americans!
All of you standing with Trudeau please move there! He is a Liar and a sneak!Coward! You are Not true Americans!
Commenter uses us-vs-them framing, questioning patriotism of those supporting Trudeau while attacking his character.
@eunheehunter
Mar 4, 2025
As an American, I’m embarrassed?
As an American, I’m embarrassed?
Self-identification as American expressing shame about national leadership, asserting identity while distancing from current administration.
Identity Assertion
0.80
@stevechavez257
Mar 4, 2025
If you're not for America, feel free to move to Canada and pay their taxes.
If you're not for America, feel free to move to Canada and pay their taxes.
Uses us-vs-them framing, implying those critical of America should leave, asserting patriotic identity boundaries.
@TimOlaughlin
Mar 4, 2025
Nobody cares what the Governor of the 51st state thinks about anything. MAGA!
Nobody cares what the Governor of the 51st state thinks about anything. MAGA!
Uses satirical framing ('51st state') to assert American superiority and dismiss Canadian political authority, combining identity assertion with sarcasm.
@xdude2x
Mar 4, 2025
MAGA ❤ CANADA HAS TAKEN ADVANTAGE OF US FOR FAR TOO LONG!
MAGA ❤ CANADA HAS TAKEN ADVANTAGE OF US FOR FAR TOO LONG!
Uses MAGA framing and expresses nationalist grievance about Canada-US relations, asserting American identity and resentment.
@nalakittymeow
Mar 4, 2025
Trump is boss and Canadians are going to eat our tariffs and love it.
Trump is boss and Canadians are going to eat our tariffs and love it.
Asserts Trump's dominance and frames Canadians as subordinate, with threat of economic consequences (tariffs).
@Mike-fj9bd
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)