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
Comparative
2,420 comments
CANADA ?? HAS A TRUE PATRIOT FOR A PRESIDENT!!!\nHE LOVES HIS COUNTRY & HIS PEOPLE!!!!❤\nHE'S A REAL MAN!!!!!\nUNLIKE, THE LOW LIFE, SCUMBAG USA\nHAS!!!!!\nTRAITOR TRUMP HAS ALWAYS BEEN \nPSYCHOTIC, DISGUSTING, DELUSIONAL & A LIER!!!!! PLAINLY, PUT- …
CANADA ?? HAS A TRUE PATRIOT FOR A PRESIDENT!!!\nHE LOVES HIS COUNTRY & HIS PEOPLE!!!!❤\nHE'S A REAL MAN!!!!!\nUNLIKE, THE LOW LIFE, SCUMBAG USA\nHAS!!!!!\nTRAITOR TRUMP HAS ALWAYS BEEN \nPSYCHOTIC, DISGUSTING, DELUSIONAL & A LIER!!!!! PLAINLY, PUT- \nTRAITOR TRUMP IS TRULY THE MOST \nVILE EXCUSE, FOR A HUMAN BEING!!!!!!!! ?
Compares Canadian and American leadership favorably to Canada, using patriotic identity framing and international comparison.
@williamsoles9617
Mar 4, 2025
Trump fucked this up, USA is better off keeping the taxes on us cause you have now pissed us off!\nCanada will never trust or rely on America ever again and will move away from America …
Trump fucked this up, USA is better off keeping the taxes on us cause you have now pissed us off!\nCanada will never trust or rely on America ever again and will move away from America and it's influence to free trade with China and Europe.\nGood luck America, you are now standing on your own!
Compares Canada-US relations and trade dynamics, positioning Canada's future alignment with Europe and China against American influence.
@bn50845
Mar 4, 2025
Trump picked on the wrong country and the wrong leader. He forgot what happened in 1814. We, however, did not.
Trump picked on the wrong country and the wrong leader. He forgot what happened in 1814. We, however, did not.
Compares Canada's historical resilience to the US, invoking the War of 1812 as a comparative reference point between nations.
@DavidAnderson-m5c
Mar 4, 2025
Why is Canada calling USA a friend? Listen to Kissinger will you?: To be a foe of USA may be dangerous, but to be a friend is fatal.
Why is Canada calling USA a friend? Listen to Kissinger will you?: To be a foe of USA may be dangerous, but to be a friend is fatal.
Uses a Kissinger quote to compare Canada-USA relations and question the wisdom of the friendship, framing it as a cautionary comparative statement.
@mjmf1430
Mar 4, 2025
Canada’s GDP is less than New York State ??
Canada’s GDP is less than New York State ??
Compares Canada's GDP to New York State, using comparative economic metrics to frame relative national/regional scale.
@babyscrotum
Mar 4, 2025
As a South African. Wow what a speech. Americans have not voted well. America is so important to the world, such that we feel around the world that we should also have a vote for …
As a South African. Wow what a speech. Americans have not voted well. America is so important to the world, such that we feel around the world that we should also have a vote for american president ??
South African commenter reflects on American political importance globally and compares international perspectives on US elections.
@tebohopheta577
Mar 4, 2025
all the big talk from Trudeau but is trump actually get things done.
all the big talk from Trudeau but is trump actually get things done.
Compares Trudeau's rhetoric to Trump's actual accomplishments, implicitly ranking leaders across nations.
@haojieye-sz2hb
Mar 4, 2025
India laughing ?
India laughing ?
References another country's reaction, implying comparative judgment about how nations view Canada's situation.
Comparative
0.80
@TheGreyHarry
Mar 4, 2025
Canada should join brics
Canada should join brics
Suggests Canada should align with BRICS nations, framing Canada's position relative to other countries.
Comparative
0.80
@marvelv212
Mar 4, 2025
This is happening in my home country Sri Lanka as well.
This is happening in my home country Sri Lanka as well.
Compares Canada's situation to the commenter's home country (Sri Lanka), using personal connection to frame international comparison.
@BiggerthanZenoSama
Mar 4, 2025
You wanna work “with” us because you can’t afford our tariffs I stand with President Donald Trump it’s not our job to make sure your economy can thrive that’s is why we are separate countries. …
You wanna work “with” us because you can’t afford our tariffs I stand with President Donald Trump it’s not our job to make sure your economy can thrive that’s is why we are separate countries. Donald Trump knows what he’s doing, sometimes people have to focus on themselves and their own country thriving and not worry about extending a helping hand to every other country. A real man wouldn’t sit up there crying about a tax, Man up Trudeau.
Compares Canada and US positions on tariffs and national interest, asserting that countries should prioritize themselves over international cooperation.
@marissapacheco76
Mar 4, 2025
Let's not forget that the USA has only ever won one war on its own. The American Civil War! WW1 and 2 were a global allied effort, Korea a stalemate, beaten pants down in Vietnam, …
Let's not forget that the USA has only ever won one war on its own. The American Civil War! WW1 and 2 were a global allied effort, Korea a stalemate, beaten pants down in Vietnam, Iraq and Afghanistan a shambles. Their recent treatment of President Zolenski was utterly shameful. Trump doesn't seem to understand that America will need all the friends that it can muster in the coming decade. The USA will be very alone in a war against China if they have isolated and belittled their strongest and best allies. Vance, should just keep his mouth shut, because every time he opens it he shames America. While every time Trump his mouth, Putin comes out.
Compares US military history and foreign policy to other nations, arguing America needs allies and criticizing Trump/Vance's approach.
@lodgeeighty-seven5802
Mar 4, 2025
We should join the EU Eh?
We should join the EU Eh?
Proposes EU membership as an alternative for Canada, comparing institutional frameworks.
@nicholai310
Mar 4, 2025
Thank you Mr. Trudeau, for being such an honorable man. And let me say here: most Canadians, because they are generally more intelligent than most Americans, realize that less than 50% of the US voters …
Thank you Mr. Trudeau, for being such an honorable man. And let me say here: most Canadians, because they are generally more intelligent than most Americans, realize that less than 50% of the US voters voted for the sorry excuse for a leader.
Compares Canadian and American intelligence/voters, ranking nations and their populations in a comparative framework.
@gailzaranek6958
Mar 4, 2025
Far better leader than what we have here in America. God Bless you Justin Trudeau keep up the fight brother.
Far better leader than what we have here in America. God Bless you Justin Trudeau keep up the fight brother.
Compares Trudeau favorably to American leadership and expresses support from a US perspective.
@Jaguarpaw33
Mar 4, 2025
CBSA confiscated tons of cocaine at our border that comes from the USA and last year 8600 illegal guns. The US is our source of toxic drugs and guns
CBSA confiscated tons of cocaine at our border that comes from the USA and last year 8600 illegal guns. The US is our source of toxic drugs and guns
Compares drug and gun trafficking patterns between Canada and the USA, positioning the US as the source of problems.
@phloxdiffusa
Mar 4, 2025
How lucky Canadians are to have an articulate statesman who is not unhinged, and maybe the US will one day have a President like that. (US citizen)
How lucky Canadians are to have an articulate statesman who is not unhinged, and maybe the US will one day have a President like that. (US citizen)
Compares Canadian and US leadership favorably, praising Canadian statesman while implicitly criticizing US president through cross-national comparison.
@jonathan2213
Mar 4, 2025
As Africans we should learn from what's happening between us and Canada the way they handle things.
As Africans we should learn from what's happening between us and Canada the way they handle things.
African commenter compares Canada's approach to immigration favorably against their own region's practices, framing Canada as a model.
@rezenewoldegebrel6960
Mar 4, 2025
Notice there is no RIDICULOUS MAGA type groups in Canada. NOTICE HOW THE PRIME MINISTER IS FOR ALL PEOPLE.
Notice there is no RIDICULOUS MAGA type groups in Canada. NOTICE HOW THE PRIME MINISTER IS FOR ALL PEOPLE.
Contrasts Canadian political culture and leadership inclusivity favorably against American extremism and polarization.
@phly3264
Mar 4, 2025
CANADA WOULD BE BETTER OFF JOINING AMERICA THAT WOULD LOWER THEIR TAXES & BE PROTECTED BY THE CONSTITUTION THAT THEY DO NOT HAVE
CANADA WOULD BE BETTER OFF JOINING AMERICA THAT WOULD LOWER THEIR TAXES & BE PROTECTED BY THE CONSTITUTION THAT THEY DO NOT HAVE
Compares Canada to the US, arguing Canada would benefit from joining America for tax and constitutional reasons.
@sonnyshook7981
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)