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
You are death raciste
You are death raciste
Accuses the video creator of racism, making a moral judgment about the content's ethical character.
Moral Argument
0.80
RandySkumar-i8b
Feb 24, 2026
Trump has disappointed many many Americans with this decision and his opposition to Ukraine—he will regret this, Canada our closest friends and supporting 3 years of Putin sickening terrorist attacks of Ukrainian civilians! I voted …
Trump has disappointed many many Americans with this decision and his opposition to Ukraine—he will regret this, Canada our closest friends and supporting 3 years of Putin sickening terrorist attacks of Ukrainian civilians! I voted for Trump, but he is only ONE branch of our government, a Democracy, not Authoritarian! Our legislators should override Trumps decision, it takes 2/3 approval by our House and Senate and it does not matter what Trump does, he cannot Veto! Trump has some twisted affinity for Putin and Dictators. When Trump does not get his way, he tantrums and acts out…a very cardinal trait of Trumps personality. There is no logic—he goes on and on about all the lives and dying, then he supports Putin who has 1200 to 1500 Russian youth getting killed daily. \nSLAVA UKRAINI ????
Appeals to democratic principles and ethical concerns about authoritarian tendencies and humanitarian issues.
@collinbillingsley9798
Mar 4, 2025
What a hypocrite these white candian are😂😂😂 even those white Canadians are not native they migrated from europe and now they have problem with other non white people coming to canada😂 at-least these non white …
What a hypocrite these white candian are😂😂😂 even those white Canadians are not native they migrated from europe and now they have problem with other non white people coming to canada😂 at-least these non white Canadian didn’t massacred the natives and converted forcefully to christianity ✝️ 😂😂
By the way i am not Indian 🙃
Appeals to historical injustice and hypocrisy, arguing that European-descended Canadians lack moral standing to oppose non-white immigration given colonial violence.
alpharandulf6995
Mar 1, 2026
i would argue immigrants are more intelligent for seeking a better life (when a lot of people don’t) and often times only the rich or super smart are the only immigrants afforded the opportunity to …
i would argue immigrants are more intelligent for seeking a better life (when a lot of people don’t) and often times only the rich or super smart are the only immigrants afforded the opportunity to immigrate to the US
Argues that immigrants demonstrate intelligence and virtue by seeking better lives, making a moral case for immigrant capability and selection.
summerw1937
Feb 4, 2026
Geography has made us neighbors. History has made us friends. Economics has made us partners. And necessity has made us allies. Those whom nature hath so joined together, let no man put asunder.\nWhat unites us …
Geography has made us neighbors. History has made us friends. Economics has made us partners. And necessity has made us allies. Those whom nature hath so joined together, let no man put asunder.\nWhat unites us is far greater than what divides us. The issues and irritants that inevitably affect all neighbors are small deed in comparison with the issues that we face together--above all the somber threat now posed to the whole neighborhood of this continent--in fact, to the whole community of nations. But our alliance is born, not of fear, but of hope. It is an alliance that advances what we are for, as well as opposes what we are against.\n\n*John F. Kennedy*
Quotes JFK to invoke shared values, unity, and moral principles binding nations together.
@Ogami0Itto
Mar 4, 2025
No Trudeau, the people chose this. Once was a mistake. Three times is deserved...
No Trudeau, the people chose this. Once was a mistake. Three times is deserved...
Frames electoral outcomes as moral consequences ('deserved'), suggesting accountability for repeated choices.
Moral Argument
0.80
@jazjr141
Mar 4, 2025
Justin Trudeau is correct citizens this is what the Trump administration has brought upon the US citizens their disgraceful to America and to the American citizens that represent this great nation and Trump and Vance …
Justin Trudeau is correct citizens this is what the Trump administration has brought upon the US citizens their disgraceful to America and to the American citizens that represent this great nation and Trump and Vance have turned it around to hurt the people in the United States
Defends Trudeau's position using moral language about harm to citizens, comparing Canada favorably to the US under Trump.
@cathyhill2901
Mar 4, 2025
Trump is busy trying to please Putin by isolating the USA from neighbors, friends and Allies. Typical move from a Bully and Abuser who separates his victims from all outside help before he accelerates his …
Trump is busy trying to please Putin by isolating the USA from neighbors, friends and Allies. Typical move from a Bully and Abuser who separates his victims from all outside help before he accelerates his abuse.
Uses moral language ('bully,' 'abuser') to critique Trump's foreign policy approach as ethically wrong and harmful to alliances.
@aliceputt3133
Mar 4, 2025
Fuck Donald Trump for betraying Ukraine Canada and Europe to appease war criminal Putin .
Fuck Donald Trump for betraying Ukraine Canada and Europe to appease war criminal Putin .
Moral condemnation of Trump for alleged betrayal of allies and appeasement of Putin.
@rajchettri8752
Mar 4, 2025
I hate Donald Trump. I hate him. I hate him. I hate him. He’s ruining not only the United States but he’s ruining the entire world will feel the effect of this monstrous vile and …
I hate Donald Trump. I hate him. I hate him. I hate him. He’s ruining not only the United States but he’s ruining the entire world will feel the effect of this monstrous vile and vulgar man.
Strong moral condemnation of Trump using ethical language ('monstrous vile'), with secondary alarmist framing about global harm.
@maryoneill6495
Mar 4, 2025
We don't want this either. The only ones who want this are treacherous grifters
We don't want this either. The only ones who want this are treacherous grifters
Moral condemnation of those supporting tariffs as 'treacherous grifters,' appealing to ethical principles.
@notursurrealdad
Mar 4, 2025
“Trump knows he made a mistake with the tariffs, but his pride want allow him to admit it.”
“Trump knows he made a mistake with the tariffs, but his pride want allow him to admit it.”
Comment makes a moral judgment about Trump's character (pride preventing admission of error) rather than policy analysis.
Moral Argument
0.80
@cocobrown6998
Mar 4, 2025
Bruh the comment section is filled with racist people not minding india's population and seeing the not so big size of the country and still criticizing it for its poor infrastructure or people. The people …
Bruh the comment section is filled with racist people not minding india's population and seeing the not so big size of the country and still criticizing it for its poor infrastructure or people. The people also forgot how rich India was before united kingdoms invasion and how the British empire stole all the valuable resources from India like gold and used it for the development of London. So pls I am respectful don't be racist towards other countries. All are equal made by god just separated by borders of countries but live in the same soil which is our earth. It's also a fact that the people who have enough money or are rich in India live a good life where the infrastructure is good the people are good like the system in upper castes. Whereas the poor people are the ones which have to suffer as generally they are low castes and don't get jobs offered in India as they face caste discrimination and so they get involved in illegal activities like scam call centres and robbery to get some money. The foreigners only see the bad side of India and the bad people who are poor and have to earn something for their family to survive. So pls I know that the things these are doing are illegal or bad but still don't blame whole India for it as those people are very poor have nothing to eat and so they get lured by strangers into doing these things. I can easily say tyler is racist because it's just bad things about India that he shows like the photo of punjab he shows like a random street in punjab a person is driving in motorcycle and there is garbage all around and not showing the golden temple or beautiful places there. I know the people should point out the mistakes of a country like dirty places there but like all the images shown of the country are dirty and not a single picture is good about it even though there are many. That clearly racist and the motive is clearly here to disrespect the countrys image
Defends India against perceived racism by appealing to historical injustice, equality, and socioeconomic context for criminal behavior.
rahultewari2868
Feb 3, 2026
I very much respect the Canadian Prime Ministers response.
I very much respect the Canadian Prime Ministers response.
Expresses respect for a political leader's ethical stance or response.
Moral Argument
0.80
@rudikoch1164
Mar 4, 2025
Hey Justin Trudeau, who else is a lying Murderous Dictator??? You sent pigs on horses to trample old ladies during the freedom convoy!!! You have taken away everyone’s charter rights of freedom of speech and …
Hey Justin Trudeau, who else is a lying Murderous Dictator??? You sent pigs on horses to trample old ladies during the freedom convoy!!! You have taken away everyone’s charter rights of freedom of speech and freedom of expression. That right there is a dictator
Makes moral accusations of dictatorship and rights violations against Trudeau, framing the issue as a fundamental breach of democratic principles and freedoms.
@JasonBeaumont-t7j
Mar 4, 2025
Trump is an idiot, a traitor, a crook. \n\nWell done MAGA America on voting in this moron TWICE.\n\nI'm not Canadian, they're too nice to write as I have. However my feelings are shared worldwide in …
Trump is an idiot, a traitor, a crook. \n\nWell done MAGA America on voting in this moron TWICE.\n\nI'm not Canadian, they're too nice to write as I have. However my feelings are shared worldwide in the democracies than America now shuns.\n\nYou'd better start learning Russian. You don't deserve to speak English anymore.
Appeals to ethical judgment about Trump's character and America's standing in democracies worldwide.
@debblanch5977
Mar 4, 2025
Who was dumb enough to vote trump, who couldn’t see the wrecking ball he is, who couldn’t see he is unfit for the job, most of the US that’s who.
Who was dumb enough to vote trump, who couldn’t see the wrecking ball he is, who couldn’t see he is unfit for the job, most of the US that’s who.
Criticizes Trump voters for failing to recognize unfitness for office, appealing to judgment and competence standards rather than policy specifics.
@lbarbato6425
Mar 4, 2025
America obviously isn’t an ally and they should be ashamed!
America obviously isn’t an ally and they should be ashamed!
Moral condemnation of US as unreliable ally, expressing shame about government behavior.
@teresawilson3893
Mar 4, 2025
This mf with their dirty ass looted more than half of the world killed and rapped billions and now Poterying innocent and saying Indians are Captchering there homes wow these mother fkrs
This mf with their dirty ass looted more than half of the world killed and rapped billions and now Poterying innocent and saying Indians are Captchering there
homes wow these mother fkrs
Invokes historical colonial violence and exploitation to counter accusations against Indians, appealing to historical justice.
virendrayadav-xc3qh
Feb 3, 2026
Trump is DESTROYING AMERICA... Shame on your Trump Supporters.
Trump is DESTROYING AMERICA... Shame on your Trump Supporters.
Condemns Trump's actions as destructive with moral disapproval, implicitly calling for rejection of Trump supporters.
@prblaze03
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)