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
That's how the natives felt when the whites invaded Canada. Do you see the hypocrisy & bigotry? The really scary part, racism and bigotry is going main stream and no one is bothered by it. …
That's how the natives felt when the whites invaded Canada. Do you see the hypocrisy & bigotry? The really scary part, racism and bigotry is going main stream and no one is bothered by it. That how things started in the 1930s and those of you aware of the history know what happened next. It started with the Jews, but totally about 550 million people dies as a result of such evil actions.
So, you are starting with the Indians, then the Muslims and Africans, but you'll be the next...
Appeals to historical justice and ethics by drawing parallels to 1930s genocide, arguing against racism and bigotry as moral imperative.
Mark-m6t9q
Jan 29, 2026
IMPEACH the STUPID ORANGE TURD! He’s a complete disgrace to Americans.
IMPEACH the STUPID ORANGE TURD! He’s a complete disgrace to Americans.
Makes ethical judgment that Trump is a disgrace and un-American, calling for impeachment based on character assessment.
Moral Argument
0.82
@RebeccaMumford-zi3sf
Mar 4, 2025
A lesson in how to be statesmanlike, dignified, articulate and competent. Watch and learn, Donald.
A lesson in how to be statesmanlike, dignified, articulate and competent. Watch and learn, Donald.
Praises Trudeau's diplomatic qualities (statesmanlike, dignified, articulate, competent) as moral/ethical virtues, implicitly contrasting with Trump.
@deanandthebeans857
Mar 4, 2025
Commie Donnie doesn't care about the American people. He only cares about enriching himself and his billionaire friends.
Commie Donnie doesn't care about the American people. He only cares about enriching himself and his billionaire friends.
Critique of Trump's character and priorities using moral language about self-enrichment and disregard for people.
@streighty
Mar 4, 2025
When will people realise countries are more than just economic zones. History, culture, politics and economics all have a symbiotic relationship. Economics does not exist in a vacuum
When will people realise countries are more than just economic zones. History, culture, politics and economics all have a symbiotic relationship. Economics does not exist in a vacuum
The comment makes a principled argument that countries are multifaceted entities beyond economics, appealing to holistic values and interconnected systems.
lr4109
Jan 27, 2026
If you don't like African you should know all white people come from African check your humanity history and the first civilization in the world 🌎 come from Africa. All the knowledge started in Africa. …
If you don't like African you should know all white people come from African check your humanity history and the first civilization in the world 🌎 come from Africa.
All the knowledge started in Africa. African love every Body and only the weak people hate other people.
Racism equal weakness.
Don't Let Nobody Fool You
The truth is you like or not all Human beings are equal.
Appeals to universal human equality and shared African origins as ethical counter-argument against racism.
fuutavisit
Jan 27, 2026
The Donald divided the USA. He wanted you to despise the Democrats, couldn't stop putting them down. There is more division now then there ever have been. He wanted his people to beat police officers …
The Donald divided the USA. He wanted you to despise the Democrats, couldn't stop putting them down. There is more division now then there ever have been. He wanted his people to beat police officers on January 6th, chase Mike Pence and he expected them to steal the election for them. Now he wants his followers to hate Canada. Donald has always adored Putin and looked up to him. He defended him the last time he was president.
Critiques Trump's divisive behavior and moral failings (inciting violence, election theft, promoting hatred) while comparing US and Canadian leadership.
@nogoodwolf
Mar 4, 2025
Well sir, You can put your finger on the way Indian people do their stuff (Tradition /culture ) but you can never finger out and say they are not patriotic. When it comes to protecting …
Well sir,
You can put your finger on the way Indian people do their stuff (Tradition /culture ) but you can never finger out and say they are not patriotic.
When it comes to protecting what they love they will be first one on line of defence, Mark my word.
We Respect every Countries constitution, and we are hard workers that's why we prosper.
Law and Love that's what country's build on.
Have a great day.
Defends immigrant patriotism and work ethic on ethical grounds, asserting that cultural tradition is compatible with national loyalty.
nikenell9777
Sep 21, 2025
I have no answer.🤔 asked First Nation people of this Country how they felt when Europeans migrated 🤔
I have no answer.🤔 asked First Nation people of this Country how they felt when Europeans migrated 🤔
Uses historical comparison to First Nations to make an ethical argument about the hypocrisy of opposing immigration.
videosandphotoslide7866
Sep 27, 2025
It’s not lost on a lot of us that the Canadian PM cares more about American families than the lunatics running Washington right now do. The Trump tariffs are shameful.
It’s not lost on a lot of us that the Canadian PM cares more about American families than the lunatics running Washington right now do. The Trump tariffs are shameful.
Appeals to ethics by contrasting Canadian leadership favorably with American leadership, calling tariffs 'shameful.'
@eugenekillian8807
Mar 4, 2025
Really people can't being human it feels that why cant anyone stop being racist
Really people can't being human it feels that why cant anyone stop being racist
Appeals to basic human decency and ethics, criticizing racism as a moral failing.
Moral Argument
0.82
usbstatuscreation4506
Feb 7, 2026
You have to do what you have to do. We have an idiot in the WH.
You have to do what you have to do. We have an idiot in the WH.
Expresses moral judgment that Trump is an 'idiot' and implies necessity of principled action in response.
Moral Argument
0.82
@ImperialRis
Mar 4, 2025
America elects a criminal as their resident, they should deal with it. You don't run a country like you run your own business
America elects a criminal as their resident, they should deal with it. You don't run a country like you run your own business
Criticizes American voters for electing a 'criminal' and implies moral judgment about governance, with implicit contrast to Canada's approach.
@efesnow5612
Mar 4, 2025
It’s ironic to complain about mass migration, when your own ancestors did it 500 years ago too. 😂
It’s ironic to complain about mass migration, when your own ancestors did it 500 years ago too. 😂
Appeals to fairness and historical hypocrisy using ironic humor to argue that European-descended Canadians lack moral standing to oppose immigration.
PsychoDanger
Jan 27, 2026
I get what Tyler’s trying to say or do which is to inform; but this type of content only further divides an already fragmented world. Could lead to race wars making people believe there race …
I get what Tyler’s trying to say or do which is to inform; but this type of content only further divides an already fragmented world. Could lead to race wars making people believe there race is superior than others. There are good and bad people in every race
Critiques the video's divisive impact on ethical grounds, appealing to fairness and human dignity across racial groups.
sczsscz8596
Feb 26, 2026
He's gonna be known as the dumbest president in the world, not as the president that took care of you like he should. Why would you want your name to be like that
He's gonna be known as the dumbest president in the world, not as the president that took care of you like he should. Why would you want your name to be like that
Appeals to ethical judgment about presidential legacy and responsibility to citizens, questioning the moral implications of poor governance.
@Brian-cw5ld
Mar 4, 2025
Calm, composed and clear. What a great speech. This is how presidents should act.
Calm, composed and clear. What a great speech. This is how presidents should act.
Commenter praises the speech's qualities (calm, composed, clear) as exemplifying how leaders should conduct themselves, appealing to standards of conduct.
Moral Argument
0.82
@matouseknl
Mar 4, 2025
KKKanada wants to send people back, lets start by sending the white settlers back to where they came from, including this white colonial bitch. Wanna criminalize migration, let's start by giving back all the stolen …
KKKanada wants to send people back, lets start by sending the white settlers back to where they came from, including this white colonial bitch. Wanna criminalize migration, let's start by giving back all the stolen resources and knowledge to the indigenous people of not only this stolen land but what Imperial powers, like the British crown took and continues to take from country like India. It is amazing how quick people are to blame individuals but forget that Europe, Canada and US stole more than half of the world's resources, peoples and knowledge. There is a reason why resources, knowledge and wealth are accumulated in the West. Want to stop people from coming in? GIVE OUR DAMN RESOURCES, LAND AND KNOWLEDGE BACK.
Appeals to historical justice and fairness regarding colonialism and resource theft, with strong moral framing about reparations.
NanYurBessiness
Sep 30, 2025
The white guy on the bike is a as ignorant as the next guy. Africa is a whole ass continent with 54 countries. Canada is one country. Rape is NOT part of African Culture intact …
The white guy on the bike is a as ignorant as the next guy. Africa is a whole ass continent with 54 countries. Canada is one country. Rape is NOT part of African Culture intact over 50% of rapes are white male aggressors
Defends African people against stereotyping by appealing to factual accuracy and moral fairness, while critiquing racial bias.
Onerealnanagala
Mar 3, 2026
i am sorry it is none of there business on income bank accounts etc !!!
i am sorry it is none of there business on income bank accounts etc !!!
Expresses moral objection to government intrusion into private financial information, framing it as a privacy rights issue.
pbf64
Dec 9, 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)