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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
Page 101 of 144
To the racist man who said he hates all africans. Not all african are dumb. 8:18
To the racist man who said he hates all africans. Not all african are dumb. 8:18
Defends against racist generalizations by appealing to fairness and individual variation.
Itzyaanyame Feb 28, 2026
All of us deserve this, for allowing the wealthy to speak for the masses.
All of us deserve this, for allowing the wealthy to speak for the masses.
Appeals to collective responsibility and fairness, suggesting society deserves consequences for allowing wealth concentration.
@mic4902 Mar 4, 2025
What’s the difference between the Statler family who made billions and the cartel, and don’t forget the American doctors who got everyone addicted to opioids.
What’s the difference between the Statler family who made billions and the cartel, and don’t forget the American doctors who got everyone addicted to opioids.
Draws moral equivalence between wealthy families, cartels, and pharmaceutical companies to critique systemic wrongdoing and hypocrisy.
@Zzoarqg Mar 4, 2025
I'm speechless and have nothing good to comment. 🇺🇲 They even have the audacity to plant their lesser gods on foreign land.
I'm speechless and have nothing good to comment. 🇺🇲 They even have the audacity to plant their lesser gods on foreign land.
Expresses moral outrage about cultural/religious practices on Canadian soil, framed as transgression.
Centralintelligentjunkie Jan 29, 2026
He insult American People??????
He insult American People??????
Expresses moral disapproval of Trump insulting the American people, framing it as an ethical violation.
@Rahul.boss0007 Mar 4, 2025
OH JUSTIN YOU ARE SO RIGHT THIS IS VERY PERSONAL YOU MADE FUN OF HIM AND HE IS TAKING REVENGE, BUT PRESIDENT CHUMP OBVIOUSLY CANNOT SEPERATE BUSINESS FROM HIS PERSONAL PROBLEMS, THE WHOLE WORLD DOES …
OH JUSTIN YOU ARE SO RIGHT THIS IS VERY PERSONAL YOU MADE FUN OF HIM AND HE IS TAKING REVENGE, BUT PRESIDENT CHUMP OBVIOUSLY CANNOT SEPERATE BUSINESS FROM HIS PERSONAL PROBLEMS, THE WHOLE WORLD DOES NOT LIKE THIS GUY WHEN HIS TERM IN OFFICE IS OVER THE ONLY TWO PLACES THAT HE WOULD BE WELCOME IN IS HIS HOME COUNTRY AND RUSSIA AND I AM NOT SO SURE ABOUT RUSSIA I WROTE ON YOUTUBE BEFORE THAT THIS GUY IS SINKING THE AMERICAN FLEET FAST AND MORE THOROUGHLY THAN THE JAPANESE DID AT PEARL HAROR MAN AT THIS MOMENT THE TWO WORST NATIONALITIES TO BE IS AMERICAN AND RUSSIAN THEY BOTH ARE CAUSING GREAT HARM NOT ONLY TO THE WORLD, BUT MOSTLY TO THEIR OWN PEOPLE AND COUNTRIES TALK ABOUT SELFISH LEADER'S. PRESIDENT CHUMP WAS RIGHT ABOUT ONE THING WITH THE LEADER'S WE HAVE NOW IT IS NOT IF WE WILL ENGAGE EACH OTHER IN A WORLD WAR, BUT WHEN THE LEADER'S WE HAVE NOW ARE STEERING THE HUMAN RACE IN THAT DIRECTION AND PRESIDENT CHUMP YOU AND PRESIDENT POUTINE WILL BE CHIEFLY RESPONSIBLE. THE LEADER'S WE HAVE ELECTED TODAY ARE RESPONSIBLE FOR MOST OF THE MISERY IN THE WORLD TODAY. LEADER'S LIKE PRESIDENT KENNEDY, GHANDI, CHURCHILL ETC. TODAY WE HAVE LEADER'S LIKE TRUDEAU WHO CREATED MISERY AND DIVISION IN CANADA THE FORE MENTIONED LEADER'S ALREADY METIONED ARE DIRECTED BY PERSONAL GREED AND AMBITION AND HYPOCRACY. PRESIDENT ZELINSKY I AM AFFRAID LEADER'S LIKE YOU THAT HAVE COURAGE INTEGRITY AND STRENGHT ARE FEW AND FAR BETWEEN I AM SORRY TO TELL YOU BUT I THINK IN REALTY YOU STAND ALONE NOT MANY LEADER'S TODAY PUT COUNTRY AND COUNTRYMEN AND WOMEN BEFORE THEIR PERSONAL GREED AND AMBITION, BUT IF YOU SUCCEED YOU WILL BE STRONGER AND FAR BETTER OFF GOD BLESS
Appeals to ethics and leadership integrity while expressing concerns about global harm and potential world war caused by current leaders.
@warrenbrown1158 Mar 4, 2025
American here ..... Trump is NOT smart. He is the most stupid human I can think of right now. It's disgusting what he is doing to our country. He adores Putin and trying to make …
American here ..... Trump is NOT smart. He is the most stupid human I can think of right now. It's disgusting what he is doing to our country. He adores Putin and trying to make this country into another Russia.
Criticizes Trump's intelligence and character while expressing concern about authoritarian governance and Russian alignment.
@morningdove8397 Mar 4, 2025
You can't blame indian people but u can blame indian government. If u are indian what would u do?? For better future
You can't blame indian people but u can blame indian government. If u are indian what would u do?? For better future
Distinguishes between blaming individuals versus governments on moral grounds, appealing to fairness and empathy for migrants' circumstances.
whitedevil2op229 Jan 28, 2026
Generally sorry dirty bro u r discriminating 1000 people et sht are frm bihar
Generally sorry dirty bro u r discriminating 1000 people et sht are frm bihar
Commenter accuses the video creator of discrimination for generalizing about a large population based on regional origin.
DOAKASHU Jan 29, 2026
Hey hii racist peoples I am from india i assure indian peoples not involved in any crime and others culture respect we are not converting people kill people we are respecting each other all around …
Hey hii racist peoples I am from india i assure indian peoples not involved in any crime and others culture respect we are not converting people kill people we are respecting each other all around the world but you don't know about we are came to your country for jobs and opportunities for hardworking if this jobs in India we don't come your 💩 loving country 😂😂😂 0:11
Defends Indian immigrants' character and work ethic while appealing to shared values of respect and hard work, countering negative stereotypes.
Diwakarranaedix Jan 29, 2026
What's more disturbing than the actions of trump (Putin's puppy) is the vast number of Americans who support him. Ronald Reagan will be turning over in his grave thinking that the Republicans have gone Commie
What's more disturbing than the actions of trump (Putin's puppy) is the vast number of Americans who support him. Ronald Reagan will be turning over in his grave thinking that the Republicans have gone Commie
Critiques Trump's character and expresses concern about his supporters, framed as a moral/ideological concern about political direction.
@gaw9419 Mar 4, 2025
TRUMP\nTHE\nLIER THIEF MURDER\nRAPE. \nTHE\nPEOPLES\nAND THEY VOTED FOR. ORANGE ? LUCIFER\nTHE DUMB MAN\n?????????❤❤❤?❤?
TRUMP\nTHE\nLIER THIEF MURDER\nRAPE. \nTHE\nPEOPLES\nAND THEY VOTED FOR. ORANGE ? LUCIFER\nTHE DUMB MAN\n?????????❤❤❤?❤?
Uses strong moral language (liar, thief, murderer) to condemn a political figure, though expressed incoherently.
@terrypayne6380 Mar 4, 2025
Bravo Premiere, Bravo!!! Finally a politician with COMMON SENSE!!
Bravo Premiere, Bravo!!! Finally a politician with COMMON SENSE!!
Expresses approval of a politician's stance using positive moral language ('common sense'), implying endorsement of their policy position.
@shokmail3875 Feb 23, 2026
لا إله إلا الله تحية طيبة للصوماليين و الإريتريين 🇪🇷🇸🇴 من حلب الشام 💚💚 هاهاها قال معدل ذكاء منخفض، وعلى اي أساس يُحسب هذا المعدل وعلى أساس أنكم أنتم لستم مهاجرين إلى كندا، ااا عفوا …
لا إله إلا الله تحية طيبة للصوماليين و الإريتريين 🇪🇷🇸🇴 من حلب الشام 💚💚 هاهاها قال معدل ذكاء منخفض، وعلى اي أساس يُحسب هذا المعدل وعلى أساس أنكم أنتم لستم مهاجرين إلى كندا، ااا عفوا محتلين، حليتم محل السكان الاصليين بعد قتلهم سحقًا يصنفون الناس على مزاجهم و كأنهم أهلٌ لذلك ذاك ذكي وذاك غبي ذاك اسود و ذاك أبيض ذاك نظيف و ذاك قذر وهم آخر من يتكلم السلام على المسلمين
Arabic-language comment critiquing intelligence-based classification as unjust, appealing to fairness and questioning the moral basis of categorizing people by race or origin.
uuu9999-j8d Feb 23, 2026
Trump is a liar ,Liar .. .
Trump is a liar ,Liar .. .
Simple moral condemnation of Trump as a liar, appealing to truthfulness as an ethical principle.
@lindafernandez3905 Mar 4, 2025
djt/vp Will B REMEMBERED in History! Mostly! 4 This Entire! Shameful! Debacle.!!! Tacoma,WA
djt/vp Will B REMEMBERED in History! Mostly! 4 This Entire! Shameful! Debacle.!!! Tacoma,WA
Condemns immigration policy as 'shameful' and predicts historical judgment, blending ethical critique with identity-based framing of national reputation.
@DelsieMohler Mar 4, 2025
Watching this as a Canadian is so heartbreaking...
Watching this as a Canadian is so heartbreaking...
Personal emotional response ('heartbreaking') to immigration situation, expressing moral concern about Canada's direction.
joepirrotta Jan 29, 2026
Trudeau I am sorry but no one can make sense of what the Orange one does!! We understand. We liberals are aware of the damage that this administration has and will do!! I am Sorry …
Trudeau I am sorry but no one can make sense of what the Orange one does!! We understand. We liberals are aware of the damage that this administration has and will do!! I am Sorry as an American and hope that you can forgive the people who decided to cause all of this terror!!!??
Commenter apologizes on behalf of Americans and appeals to forgiveness based on moral responsibility for political damage caused.
@edithdufoe853 Mar 4, 2025
Shame on you dear Canada you were those who were not only killing my people in Afghanistan Kandahar for USA's sake but also sacrificed your very beautiful Young children in USA's useless war.
Shame on you dear Canada you were those who were not only killing my people in Afghanistan Kandahar for USA's sake but also sacrificed your very beautiful Young children in USA's useless war.
Moral critique of Canada's military involvement in Afghanistan, framed as a betrayal of humanitarian principles.
@user-xb6vx1td7c Mar 4, 2025
Trump is far from a genius. Ukraine president doesn’t want to see his people suffer anymore from a ruthless piece of garbage that invaded his country. Trump and Vance were an embarrassment to our country, …
Trump is far from a genius. Ukraine president doesn’t want to see his people suffer anymore from a ruthless piece of garbage that invaded his country. Trump and Vance were an embarrassment to our country, low life’s . Then afterwards one goes and plays golf and the other one goes skiing talk about wasteful gov spending and you people are worried about the money we give to our allies just think about how much we spend on security for Trump and his family and his cabinet at the end of the year it will astonishing. It’s not like we will see any of this money he supposedly is making from these deals only he will see it and his rich friends !!
Commenter critiques Trump's character and policies on ethical grounds (supporting dictators, wasteful spending) while defending Ukraine and allies.
@deniseturner168 Mar 4, 2025
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Which YouTube channels attract each type of discourse
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)