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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Moral Argument
2,863 comments
Psychopath old felon is to blame for all this chaos in this country and he’s not thinking about the people but for his own self only.
Psychopath old felon is to blame for all this chaos in this country and he’s not thinking about the people but for his own self only.
Moral condemnation of Trump as a 'psychopath' and 'felon' focused on his character and self-interest rather than policy.
@enriquetarigor6051
Mar 4, 2025
At least Fox News and its feeble minded victims still thinks Nazi America, a disastrous economy and having only one ally (in reality Russia cannot stand the USA), are great.
At least Fox News and its feeble minded victims still thinks Nazi America, a disastrous economy and having only one ally (in reality Russia cannot stand the USA), are great.
Condemns American political direction as fascistic and economically disastrous, appealing to ethical concerns about governance.
@redalert2834
Mar 4, 2025
How the fudge did Americans elect this fudging clown if a President. You guys have taken yiur country back by a decade.
How the fudge did Americans elect this fudging clown if a President. You guys have taken yiur country back by a decade.
Criticizes American voters' choice and expresses moral disapproval of the president while comparing national trajectories.
@saahils3624
Mar 4, 2025
I really dont like him threatening American families.
I really dont like him threatening American families.
Expresses concern about Trump's threats to American families, framing it as a moral issue affecting vulnerable populations.
@jojobeansie3114
Mar 4, 2025
what about surrey, vancouver? also never knew canadians could be this racist, at least in the beginning it only talks about indians being abundant and adding their culture and not harming anyone yet. canadians who …
what about surrey, vancouver?
also never knew canadians could be this racist, at least in the beginning it only talks about indians being abundant and adding their culture and not harming anyone yet. canadians who are immigrants themselves are being racist cuz they're white, wut de sigam.
Questions Canadian racism against immigrant communities, appealing to fairness and criticizing hypocrisy of white Canadian immigrants being discriminatory.
emagehttsoli
Dec 8, 2025
Maga means alienating our friends and cozying up with Russia. As an American, I’m so embarrassed by our leadership. Canada needs to loosen their strict immigration laws. Millions of Americans want to get the fuck …
Maga means alienating our friends and cozying up with Russia. As an American, I’m so embarrassed by our leadership. Canada needs to loosen their strict immigration laws. Millions of Americans want to get the fuck out of here. We love our northern neighbors, but they will only consider the super-wealthy as candidates.
Commenter expresses moral disapproval of political leadership and appeals to shared values with Canada, while sharing personal desire to immigrate and critiquing Canadian immigration policy.
@markriffey8899
Mar 4, 2025
If these racist, useless Europeans go back to Europe than Indians, native Canadian, good Europeans & other immigrants can make Canada many times better and prosperous and no racism, no drug’s, no hatred, no violence, …
If these racist, useless Europeans go back to Europe than Indians, native Canadian, good Europeans & other immigrants can make Canada many times better and prosperous and no racism, no drug’s, no hatred, no violence, safe, secure and welcoming nation.
So many Indians in Brampton because they have to live together for safety. They can avoid, racism, hatred, violence that way but still they can’t escape. Now it became favorite place for racist people, racist YouTubers etc. Indians are works in low wage jobs because they are not getting jobs according to their degrees, qualifications they have to do low wage jobs and even getting low wage jobs is very difficult. At least 12% Indians are jobless. Only some Indians help them and that’s why you find some place only indians. You can find many well educated even doctors, master degree engineers etc working in low wage jobs. You can just imagine lives of Those Indians who working with racist Canadians. Many people committed and committing suicide. This is state sponsored racism top to bottom so They are getting no help from anywhere. Canada making billions by international student and that way they getting low wage labourers still those young students getting racism, hatred like they are the problem of all problems of Canada. Racism, discrimination, hatred, violence against Indians is so normalise people don’t even hesitate. Really it’s horrible situation for Indians in Canada. Just look at the comments. Those racist, hateful people will going to get special place in hell. ( plz don’t delete comments.)
Appeals to justice and fairness while describing systemic racism, underemployment, and mental health crises affecting Indian immigrants in Canada.
Humanbeing01
Jan 27, 2026
Imagine robbing the United States for years with unfair tariffs and then crying about making it fair by gaslighting Americans and Canadians by describing Trump's attempt at negotiating a peace deal and saving lives as …
Imagine robbing the United States for years with unfair tariffs and then crying about making it fair by gaslighting Americans and Canadians by describing Trump's attempt at negotiating a peace deal and saving lives as appeasing a murderous dictator. Trudeau is a morally corrupt and cowardly piece of sht.
Accuses Trudeau of moral corruption and cowardice, framing trade negotiations as ethically wrong and comparing them to appeasement of dictatorship.
@strongbk
Mar 4, 2025
American here?\nImpeach,Impeach,Impeach this is Discusting The United State so called President is Going to Devestate & Hurt American/Americans?\nTo side with Dictators out of Greed & Power?\nThank All you Canadian people whom Are concerned❤ & Please …
American here?\nImpeach,Impeach,Impeach this is Discusting The United State so called President is Going to Devestate & Hurt American/Americans?\nTo side with Dictators out of Greed & Power?\nThank All you Canadian people whom Are concerned❤ & Please Pray for All of Use???\nKamala Harris should be presidant of the U.S❤
American expressing moral outrage at Trump's corruption and authoritarianism, calling for impeachment and prayer, with solidarity toward Canada.
@theresasandoval74
Mar 4, 2025
Make Trump Great and First is that all he cares about. WE don't want him in office along with his underboss Elon.They work like a mob gang.
Make Trump Great and First is that all he cares about. WE don't want him in office along with his underboss Elon.They work like a mob gang.
Critiques Trump's priorities and characterizes his governance style as corrupt/criminal ('mob gang'), making ethical judgments about leadership.
@Lucky-z8x
Mar 4, 2025
Trump is doing Putin's bidding. He doesnt care about our allies..
Trump is doing Putin's bidding. He doesnt care about our allies..
Accuses Trump of betraying allies and serving foreign interests, framing this as a moral failure and threat to democratic values.
@VFRCapBob
Mar 4, 2025
Piss tape president is killing America
Piss tape president is killing America
Uses inflammatory language to make ethical critique of Trump's character and alleged destructive impact.
@JayTwot-vo8xt
Mar 4, 2025
Trump thinks he can control the world and extort money to line his pockets...Trump is revegeful, boastful and even the late QE knows that is also a balatant thief ...there is absolutely nothing good about …
Trump thinks he can control the world and extort money to line his pockets...Trump is revegeful, boastful and even the late QE knows that is also a balatant thief ...there is absolutely nothing good about him ....anybody else who is found guilty in the US are subjected to a prison sentence but Trump will corrupt the even the justice system so that he can wilfully commit more crimes and not be sentence to prison but can go on freely to commit more criminal acts. The American people who dont want more sufferings should strip him of the title president and kick the him out of the White House soon.
Makes ethical accusations about Trump's character and corruption, calling for removal from office based on justice and harm prevention principles.
@jonathanpereira1986
Mar 4, 2025
Great for the domestic politics in US, Trump and his rude and impolite VP, Vance, are disastrous for our foreign relations and politics. Being nasty to our siblings in Canada?!?!? Come on, real estate man: …
Great for the domestic politics in US, Trump and his rude and impolite VP, Vance, are disastrous for our foreign relations and politics. Being nasty to our siblings in Canada?!?!? Come on, real estate man: wise up before it is too late
Criticizes US leadership as disrespectful and appeals to values of proper diplomatic conduct between allied nations.
@TWOCOWS1
Mar 4, 2025
If they're such good and hardworking people why dont they build their own country up?
If they're such good and hardworking people why dont they build their own country up?
Implies immigrants are shirking responsibility to improve their home countries, framing immigration as morally questionable rather than presenting a factual claim.
who399
Nov 22, 2025
Huge respect to ?? from ?? open up more trade deals with those of us that give a shit about the world and dictators in it
Huge respect to ?? from ?? open up more trade deals with those of us that give a shit about the world and dictators in it
Appeals to ethical principles (caring about the world, opposing dictators) while implicitly urging support for trade policies aligned with these values.
@67smilerify
Mar 4, 2025
People who let Putin and Trump come to power must be very proud of themselves.
People who let Putin and Trump come to power must be very proud of themselves.
Moral critique of those who enabled authoritarian leaders, appealing to accountability and shame.
@sofortwo
Mar 4, 2025
We may be under severe economic pressure, but we will not bow to the decisions of a foolish president. We made a mistake when we were overconfident in America, the fight that doesn't break your …
We may be under severe economic pressure, but we will not bow to the decisions of a foolish president. We made a mistake when we were overconfident in America, the fight that doesn't break your back makes you stronger.
Appeals to principles of resilience and strength in face of adversity, framing Canada's position as ethically principled against foolish leadership.
@ahmedchehbi2303
Mar 4, 2025
I wonder why some people cry about being a minority and wondering why there are so many immigrants. 1. Immigrants are here to pay for your old age benefits. 2. The whites are a minority …
I wonder why some people cry about being a minority and wondering why there are so many immigrants. 1. Immigrants are here to pay for your old age benefits. 2. The whites are a minority because of a non-existent family value. 90% come from divorced parents or parents who never married. They also are barely interested in taking the responsibility of having children. A generation that turned away from God and wonder why they are getting extinct! It is also pathetic to see a lot of new immigrants not wanting to keep the city clean and carry on some of the good practices of the people who lived here before.
Complex comment mixing moral arguments about responsibility and values with identity-based demographic concerns and economic justifications for immigration.
giraffemamu
Sep 29, 2025
Trudeau never once mentioned how popular he is or how those before him were clueless or how disrespectful others are, he never mentioned that other countries have been taking Canada for a ride. This is …
Trudeau never once mentioned how popular he is or how those before him were clueless or how disrespectful others are, he never mentioned that other countries have been taking Canada for a ride. This is the art of the deal.
Praises Trudeau's diplomatic restraint and ethical approach ('art of the deal') in contrast to self-aggrandizing rhetoric.
@jacobite1017
Mar 4, 2025
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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)