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
This video is only made to appease the whites and it is evident Whites claim Africans are slow when they themselves live in delulu that they’re natives of US and Canada😂, whites just like Indian …
This video is only made to appease the whites and it is evident
Whites claim Africans are slow when they themselves live in delulu that they’re natives of US and Canada😂, whites just like Indian Africans or Chinese are immigrants the only difference is them being in majority population
Appeals to fairness and hypocrisy, arguing that white Canadians/Americans are also immigrants and should not claim native status.
iconicsolos1234
Feb 13, 2026
What the hell is going on, Trump is an utter disgrace. How do you make an enemy of your closest friend in 2 months
What the hell is going on, Trump is an utter disgrace. How do you make an enemy of your closest friend in 2 months
Condemns leadership as disgraceful (moral judgment) while expressing concern about damaged international relationships.
@PCthesecond
Mar 4, 2025
Once again, the victims will be the must vulnerable ones: the poor, the sick, the kids, and the elderly. The will be richer...
Once again, the victims will be the must vulnerable ones: the poor, the sick, the kids, and the elderly. The will be richer...
Appeals to fairness and justice by highlighting how vulnerable populations will suffer while the wealthy benefit from policy changes.
@christiantalk3628
Mar 4, 2025
India schooled Trudeau on the same type of bullying behaviour a while ago, This guy graduated and moved on to become anti Bully himself.\nGood for Canada
India schooled Trudeau on the same type of bullying behaviour a while ago, This guy graduated and moved on to become anti Bully himself.\nGood for Canada
Praises Trudeau for standing against bullying, framing the issue in ethical terms of anti-bullying principles.
@muad945
Mar 4, 2025
All I can say is we the people have a dick like epstien POTUS.
All I can say is we the people have a dick like epstien POTUS.
Moral condemnation of the President using a derogatory comparison, appealing to ethical judgment about his character and fitness for office.
Moral Argument
0.80
@kkruz
Mar 4, 2025
Trump has money. None of this is going to bother him at all.\nHe just wants to bully others, to try and look strong, and menacing.\n\nHe isn't smart enough to realize it just makes him look …
Trump has money. None of this is going to bother him at all.\nHe just wants to bully others, to try and look strong, and menacing.\n\nHe isn't smart enough to realize it just makes him look petty and dumb.
Critique of Trump's character and motivations framed as moral judgment about bullying and pettiness rather than policy analysis.
@OriginalRazar
Mar 4, 2025
Why are u all surprise Trump is totally unfit to be a person his mind is very small his thinking is outdated and yet all his cabinet is moron.
Why are u all surprise Trump is totally unfit to be a person his mind is very small his thinking is outdated and yet all his cabinet is moron.
Expresses judgment about Trump's fitness for office based on character and competence concerns.
Moral Argument
0.80
@KahonSuko
Mar 4, 2025
Our government (United States) cares absolutely nothing about its people. Trump and his boot lickers care only about themselves. Thank you for being the voice of reason for us since we don't have a leader …
Our government (United States) cares absolutely nothing about its people. Trump and his boot lickers care only about themselves. Thank you for being the voice of reason for us since we don't have a leader down here capable of respecting the people he supposedly serves.
Appeals to ethical principles about government responsibility to its people, criticizing Trump while praising Canadian leadership as morally superior.
@trevorsowder
Mar 4, 2025
Trump is a monster and will destroy our country just to enrich himself and others like him
Trump is a monster and will destroy our country just to enrich himself and others like him
Characterizes Trump as destructive and self-serving, appealing to ethical concerns about his motives and impact.
@justasobriquet
Mar 4, 2025
Dictator speaks, feeding the meat grinder. Disgusting
Dictator speaks, feeding the meat grinder. Disgusting
Uses strong moral language ('Dictator,' 'Disgusting') to condemn someone's actions and rhetoric, with implicit concern about dangerous consequences ('feeding the meat grinder').
@renaatmarchand5852
Mar 4, 2025
Now the western hypocrites should know... How it feels when you invade other country's sovereignty. Here the Indians were firstly invited by the western governments to improve their own economies, because your own governments know …
Now the western hypocrites should know... How it feels when you invade other country's sovereignty.
Here the Indians were firstly invited by the western governments to improve their own economies, because your own governments know how incapable and lazy the locals are at the work and there these Indians are living with all the money they've hard earned and settling there been a problem for the locals.
In the same case, think how it feels in India where the western missionaries dumping the food and groceries to convert as many as Indians into the christianity 🤐 and breaching our culture and tradition. First the westerns try to change your mindset and then start judging other country people.
May be that is why you people always called as double standards citizens LOL 😄
Extended moral argument about Western hypocrisy, historical colonialism, and cultural imperialism, comparing treatment of immigrants across nations.
bttalks2199
Feb 13, 2026
The world has to stand up to stupid Trump. Trump is a traiter, a backstabber, and a charlatan. U.S. does not deserve to have a crazy president.
The world has to stand up to stupid Trump. Trump is a traiter, a backstabber, and a charlatan. U.S. does not deserve to have a crazy president.
Calls for global resistance framed as moral imperative against Trump's character flaws and fitness for office.
@mikealmasi867
Mar 4, 2025
I'm not happy who they voted for a president of United States of America ????he is a bad person
I'm not happy who they voted for a president of United States of America ????he is a bad person
Comment makes a moral judgment about a US political leader's character in contrast to Canadian leadership.
@QueenDupree-o4f
Mar 4, 2025
1st generation immigrant who has lived both in Canada and the US here. I have to, it's a shame, it's a shame that the US elected such a leader. He is breaking trusts built up …
1st generation immigrant who has lived both in Canada and the US here. I have to, it's a shame, it's a shame that the US elected such a leader. He is breaking trusts built up in the last century between allies. Shame!
First-generation immigrant shares lived experience while making ethical appeal about broken trust and shame regarding US leadership.
@brilliantboy039
Mar 4, 2025
That’s a disrespectful action. He owes an apology to USA and Trump.
That’s a disrespectful action. He owes an apology to USA and Trump.
Appeals to respect and apology as moral obligations owed to another nation and leader.
Moral Argument
0.80
@leelee8033
Mar 4, 2025
If you whites are so tired of this shit then ban immigration losers, you are stealing the manpower we need for our development. The same future you stole from us with your colonialism and then …
If you whites are so tired of this shit then ban immigration losers, you are stealing the manpower we need for our development. The same future you stole from us with your colonialism and then you have the audacity to call us all sorts of names. Even if you may be right; remember that this is all your doing. Otherwise we know how clean London was even in the victorian era and how civilised you were when the Roman kicked your asses.
Appeals to historical injustice and fairness regarding colonialism while asserting group identity and blame, framing immigration as moral recompense.
songaesthetics8543
Feb 12, 2026
He's a complete embarrassment. Canada wants him gone like 8 years ago!
He's a complete embarrassment. Canada wants him gone like 8 years ago!
Characterizes political figure as embarrassing and asserts Canadian collective sentiment against him.
@Tassonebeats
Mar 4, 2025
A bit rich calling him a Dictator considering the way you run your country Mr Prime Minister
A bit rich calling him a Dictator considering the way you run your country Mr Prime Minister
Challenges the credibility of criticism by comparing governance practices, making an ethical argument about hypocrisy.
@robertdefazio2885
Mar 4, 2025
It is a sicked and dumb Trump coming back. American is no longer a reliable partner to the world because of your government's silliness and stupidity. No one should welcome Americans if you guys continue …
It is a sicked and dumb Trump coming back. American is no longer a reliable partner to the world because of your government's silliness and stupidity. No one should welcome Americans if you guys continue to this path down the road next 4 years. Even your closest alley is abandoning you! Let's hope that your loyal dogs don't bite you 1 day???!
Argues that the US government's actions are unethical and unreliable, appealing to principles of trustworthiness and fair treatment of allies.
@nich1539
Mar 4, 2025
putin & donnie plan to coordinate a takeover starting with the US (which donnie has already initiated). Thank you PM Trudeau - you and others please keep standing up to him because our own representatives …
putin & donnie plan to coordinate a takeover starting with the US (which donnie has already initiated). Thank you PM Trudeau - you and others please keep standing up to him because our own representatives are cowards who choose power, prestige, privilege and profits over their constituents. donnie has already bowed down to putin. donnie has missed the fact that fentanyl is smuggled in via container ships from china along with mailed packages and trucks from Mexico. Agents can inspect at the borders until the cows come home but smugglers will always come up with new ways to hide contraband. Oh yeah, donnie is NOT a “very smart guy”. The WSJ is wrong on that point. Don’t feed his ego.\nStay strong Canada ❤
Appeals to ethical principles (standing up to authoritarianism, defending constituents) while expressing support for Canadian leadership against perceived threats.
@koalasez1200
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)