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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 43 of 144
LOL.. Who is speaking?. U European monsters, wipped out natives from Australia, Newzeland, CANADA, USA.. All around the globe. U guys did massive genocide, now talking about Invasion of Canada by Indians !!!!!! Murderer Europeans..
LOL.. Who is speaking?. U European monsters, wipped out natives from Australia, Newzeland, CANADA, USA.. All around the globe. U guys did massive genocide, now talking about Invasion of Canada by Indians !!!!!! Murderer Europeans..
Appeals to historical injustice and hypocrisy, arguing that European colonization disqualifies criticism of immigration.
syam2714 Feb 17, 2026
I work with someone Sikh. He happens to live in Brampton. So what? He's a great guy and he works hard. He's probably first generation, and he's as Canadian as anyone else I know. Everything …
I work with someone Sikh. He happens to live in Brampton. So what? He's a great guy and he works hard. He's probably first generation, and he's as Canadian as anyone else I know. Everything I'm reading here is exactly what people once said about Irish and Italians. Give everyone some time to learn what being Canadian is all about. For the record I'm white and I've lived all my life, but I don't live in Barampton. I'm also first generation in this country, but I get a pass because my parents came here from Scotland, not India. That's not fair.
Uses personal experience to argue for fairness and against discrimination; draws historical parallel to past immigrant groups and appeals to equal treatment principles.
shirley7777 Sep 20, 2025
This is what a national leader sounds like, not the illiterate, corrupt Russian-agent Trump, who is undermining our country because too many Americans can’t stand to have a woman in charge, so they elected a …
This is what a national leader sounds like, not the illiterate, corrupt Russian-agent Trump, who is undermining our country because too many Americans can’t stand to have a woman in charge, so they elected a clown and his pet Elon to destroy America from within
Contrasts leadership qualities and character, making moral judgments about competence, corruption, and destructive intent.
@xavierestrada5676 Mar 4, 2025
I admired your father, prime premier Pierre Trudeau. You're just a chip off the block. ?? Great job ❤
I admired your father, prime premier Pierre Trudeau. You're just a chip off the block. ?? Great job ❤
Expresses approval and admiration for leadership, comparing current leader favorably to predecessor and affirming national pride.
@LindaJohnson-j6v Mar 4, 2025
Our government has gone treasonous against the people and her smiling at us as they destroy our people our country and our way of life
Our government has gone treasonous against the people and her smiling at us as they destroy our people our country and our way of life
Frames government actions as betrayal and harm to 'the people,' using moral language of treachery and destruction of national identity.
Lakeboii70 Aug 25, 2025
I hope the republicans that voted for this get exactly what they voted for. I am tired of seeing ppl vote againts their own and other's best interests
I hope the republicans that voted for this get exactly what they voted for. I am tired of seeing ppl vote againts their own and other's best interests
Criticizes Republican voters for voting against collective interests, appealing to ethical judgment and shared welfare.
@bnnyboyy101 Mar 4, 2025
I’m sorry and so embarrassed of our gov.
I’m sorry and so embarrassed of our gov.
Expresses shame and embarrassment about government actions, appealing to ethical standards and national identity.
@TheZombieheadetsy Mar 4, 2025
Americas adversaries are Trumps allies. Americas allies are Trumps adversaries. That is what I call unAmerican!
Americas adversaries are Trumps allies. Americas allies are Trumps adversaries. That is what I call unAmerican!
Appeals to American values and patriotism, arguing Trump's foreign policy is ethically wrong and 'unAmerican.'
@Dancerlayla-z6g Mar 4, 2025
Sometimes I don’t understand why people create content online that highlights specific communities or cultures in ways that can reinforce stereotypes. Just because someone belongs to a certain background doesn’t mean they represent everything shown …
Sometimes I don’t understand why people create content online that highlights specific communities or cultures in ways that can reinforce stereotypes. Just because someone belongs to a certain background doesn’t mean they represent everything shown on social media. Content like this can make others form generalized opinions, which can feel unfair and frustrating for individuals who don’t relate to those portrayals. The internet gives everyone a platform, but with that comes responsibility. Before creating content about communities, it’s important to remember that cultures are diverse and complex, and no single video can define them. At the end of the day, being respectful and human should come first. Which ethnicity you belong to , I can find 1000 flaws in your ethnicity. Just be humans . YouTube gives you leverage to talk shit. @TylerOliveira
The comment critiques content creators for reinforcing stereotypes and appeals to ethical responsibility and human dignity in media representation.
ramanbhatia3781 Feb 21, 2026
My heartfelt apologies for this criminal (s) in the wh,! I’m can proudly say I did not vote for this bigot, criminal, rapist, murder, traitor, slim! ????????? we will rise in victory….together!??????
My heartfelt apologies for this criminal (s) in the wh,! I’m can proudly say I did not vote for this bigot, criminal, rapist, murder, traitor, slim! ????????? we will rise in victory….together!??????
Makes moral accusations (criminal, rapist, traitor) and calls for collective resistance based on ethical grounds.
@letymontes8989 Mar 4, 2025
I feel sorry for Americans, but they voted for this misery.
I feel sorry for Americans, but they voted for this misery.
Expresses sympathy for Americans while making a moral judgment that they bear responsibility for their electoral choice.
@PSorensen-c8p Mar 4, 2025
US credibility isn't on the line, it's gone
US credibility isn't on the line, it's gone
Commenter makes a sweeping moral judgment about US credibility and reputation, implying loss of ethical standing without specific policy reference.
@mikehocquard2843 Mar 4, 2025
trump is not a smart man. He is proof that America is a complete failure. Morally, ethically and legally. The fact that this racist conman, pedaphile, rapist is president, instead of rotting in jail, is …
trump is not a smart man. He is proof that America is a complete failure. Morally, ethically and legally. The fact that this racist conman, pedaphile, rapist is president, instead of rotting in jail, is all the proof anyone should need.
Appeals to moral and ethical principles to condemn Trump as a failure and criminal, framing him as a threat to national values.
@pashadobrowolski496 Mar 4, 2025
Am glad you think that “Fat Cracker” joke is funny calling African illiterate and low IQ and saying “Rape” is part of African culture is crazy! Shame on you bro! And you stood there and …
Am glad you think that “Fat Cracker” joke is funny calling African illiterate and low IQ and saying “Rape” is part of African culture is crazy! Shame on you bro! And you stood there and laugh smh…! lol go on “EDP WATCH” see what “American are doing” fucking dumb ass!
The comment criticizes the video creator for laughing at offensive jokes about African people, appealing to ethical standards and condemning racist humor.
tostv00 Jan 27, 2026
Nobody is dirty And this mentality that indians eat poop Is super racist coming from people who eat everything in an animals body I could have knocked the teeth out of his mouth for saying …
Nobody is dirty And this mentality that indians eat poop Is super racist coming from people who eat everything in an animals body I could have knocked the teeth out of his mouth for saying that
Defends Indians against racist stereotypes, calling out the racism of such claims and expressing moral outrage.
VinayakBhandari-tg2ct Feb 5, 2026
White people freaking out because now they know how the native's felt when Europeans showed up on their land.
White people freaking out because now they know how the native's felt when Europeans showed up on their land.
Draws historical parallel between European colonization and current immigration, framing white anxiety as moral comeuppance.
mothank35 Jan 28, 2026
I have no respect for anyone who still travels down there for pleasure considering the current circumstances.
I have no respect for anyone who still travels down there for pleasure considering the current circumstances.
Expresses moral judgment against those who travel to the US, implying ethical disapproval based on current circumstances and values.
showersB4bed Dec 7, 2025
Can you imagine what indigenous people felt when Europeans came
Can you imagine what indigenous people felt when Europeans came
Uses historical analogy to indigenous displacement to critique current immigration policy on ethical grounds.
gurbirbrar6081 Jan 28, 2026
And that's a classic world leader sounds like
And that's a classic world leader sounds like
Praises leadership qualities and comportment as exemplifying what a world leader should sound like.
@percymonroe7028 Mar 4, 2025
That is NOT \nanti- americanism. This is anti crap and anti bullying. Canada will not be the only one that will retaliate. Americans have got to wake up and do something.
That is NOT \nanti- americanism. This is anti crap and anti bullying. Canada will not be the only one that will retaliate. Americans have got to wake up and do something.
Frames opposition to Trump as anti-bullying and anti-injustice rather than anti-American, appealing to ethical principles and calling for American action.
@danielamckee5435 Mar 4, 2025
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Category Distribution

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Classifier Confidence

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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

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)