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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 87 of 144
This man has committed unspeakable acts of evil. It is time for him to go.
This man has committed unspeakable acts of evil. It is time for him to go.
Commenter makes a moral condemnation of Trump's actions and implicitly calls for his removal from office.
@Lighthouse_Muse Mar 4, 2025
I miss leaders that speak like this. Haven’t seen this type of boldness in so long.
I miss leaders that speak like this. Haven’t seen this type of boldness in so long.
Expresses admiration for leadership qualities and boldness, making an implicit moral judgment about desired leadership traits.
@lauravanzilen8599 Mar 4, 2025
I hope y’all who voted for Trump are proud of yourselfs. And thank goodness I am not living in the USA.
I hope y’all who voted for Trump are proud of yourselfs. And thank goodness I am not living in the USA.
Makes moral judgment about Trump voters' responsibility while asserting national identity and superiority of non-US residence.
@nesssaja Mar 4, 2025
Trump is not a smart man. You don’t need to stroke his ego. He’s a idiot
Trump is not a smart man. You don’t need to stroke his ego. He’s a idiot
Commenter makes a character judgment about Trump's intelligence and advises against appeasing him, framing it as a matter of principle.
@ts2thankful1 Mar 4, 2025
All countries must do what Canada is doing we tired of republican thugs trump his a devil sick crazy old man imperialist we are not leaving in the olden days the world has change America …
All countries must do what Canada is doing we tired of republican thugs trump his a devil sick crazy old man imperialist we are not leaving in the olden days the world has change America will be finished soon
Appeals to ethics and justice while calling on other countries to follow Canada's example against Trump administration.
@sifisodube-e2w Mar 4, 2025
Trump is so obviously a agent for Russia and a puppet for Putin. A petty school yard bully putting the world at risk.! He has the blood of many on his hands for walkng with …
Trump is so obviously a agent for Russia and a puppet for Putin. A petty school yard bully putting the world at risk.! He has the blood of many on his hands for walkng with a evil dictator supporting the deaths of many inocents in Ukraine!!! A traitor!!!!!! Impeach!!!!!!!!!!!
The commenter makes strong moral accusations of treason and evil, framing Trump as a threat to global security and innocent lives, combining moral judgment with threat rhetoric.
@veenacriddle1207 Mar 4, 2025
No one is stranger in a stolen land
No one is stranger in a stolen land
The comment makes a moral claim about indigenous land rights and belonging, asserting that no one is truly foreign on stolen land.
mylove-kv3kg Feb 21, 2026
Paying failed "refugees" health care is akin to someone sneaking in the back door of a warehouse on payday and demanding a paycheque like he actually works there.
Paying failed "refugees" health care is akin to someone sneaking in the back door of a warehouse on payday and demanding a paycheque like he actually works there.
Uses an analogy to argue that providing healthcare to refugees is unjust, combining fairness critique with implicit threat framing.
sandytrimble5081 Feb 27, 2026
Donald Trump isn't a smart guy. He is a treacherous traitor and needs to be impeached and then removed
Donald Trump isn't a smart guy. He is a treacherous traitor and needs to be impeached and then removed
Attacks Trump's character and calls for impeachment/removal, combining moral judgment with political action.
@michaelhinchey Mar 4, 2025
History includes many invasions, including your ancestors’ invasion of India. Perhaps that’s what some people mean when they talk about karma.
History includes many invasions, including your ancestors’ invasion of India. Perhaps that’s what some people mean when they talk about karma.
Counter-argument invoking historical justice and karma to challenge anti-immigration sentiment through ethical framing.
samsk77 Feb 22, 2026
2:08 "the country they lived in is a shithole" now this is becuase of us we should never let our own country down so much that others call it shithole
2:08 "the country they lived in is a shithole" now this is becuase of us we should never let our own country down so much that others call it shithole
Appeals to national pride and responsibility, arguing that Canadians should prevent their country from being called a 'shithole' to maintain dignity and respect.
amangarg02 Oct 14, 2025
Bro I don't get the point. Doesn't Canada allow all religions. This is place is like a gold mine for Indians, but what's the problem with that. It's a free country where every religion is …
Bro I don't get the point. Doesn't Canada allow all religions. This is place is like a gold mine for Indians, but what's the problem with that. It's a free country where every religion is accepted, and Brampton became a hot-spots for Indians. And Brampton has a massive population, of course there are going to be some "bad actors". In places like Caledon and Montreal which have lower indian populations have the same issues. Just because one race has a few bad people doesn't mean all indians are terrible. If the race problem is that big of a issue, move to a different part of Brampton, it's not a small place.
Defends Indian immigrants and Canada's multicultural policy, arguing against stereotyping and advocating for fair judgment of communities.
VoxelCodesxd Feb 5, 2026
Why do white people always say our country it's not most of the lad is stolen why not ask the white people how it feels do be on stolen land
Why do white people always say our country it's not most of the lad is stolen why not ask the white people how it feels do be on stolen land
Challenges white ownership claims on moral grounds by invoking historical injustice and stolen Indigenous land.
spadeLLC-m2d Jan 28, 2026
Please hurt us. My country deserves pain. The majority put this mess in place.
Please hurt us. My country deserves pain. The majority put this mess in place.
Appeals to national accountability and moral judgment, suggesting the country deserves consequences for electoral choices.
@pauls6897 Mar 4, 2025
This is how we deal with dictators like trump and putin. This is what we have to do to stop this bullies.
This is how we deal with dictators like trump and putin. This is what we have to do to stop this bullies.
Frames firm negotiation as the ethical response to authoritarian leaders, combining moral justification with implicit advocacy for confrontational strategy.
@b.v.2456 Mar 4, 2025
The whites should go back to Europe too and leave the first nations to live freely
The whites should go back to Europe too and leave the first nations to live freely
Counter-argument invoking fairness and historical justice for First Nations, using moral reasoning to critique European settlement.
vinysaini3536 Jan 27, 2026
we never wanted whites on our land too in the past yk?
we never wanted whites on our land too in the past yk?
Appeals to historical fairness and reciprocal justice, arguing that current resistance to immigration mirrors past rejection of white settlers on Indigenous land.
Zestybroccoli-q2p Nov 12, 2025
Dog whistles and gas lighting. We should demand better from our leaders. But honestly, as a population we don't really deserve that much better than this considering how ignorant the average citizen has become. Sorry, …
Dog whistles and gas lighting. We should demand better from our leaders. But honestly, as a population we don't really deserve that much better than this considering how ignorant the average citizen has become. Sorry, the average civilian. I see no examples of citizens anywhere around me
Criticizes political leaders for using dog whistles and gaslighting, appealing to standards of ethical leadership and civic responsibility.
@axleb.2528 Feb 20, 2026
The brass neck of wiping out an entire race and objecting others to come in the country? Lol
The brass neck of wiping out an entire race and objecting others to come in the country? Lol
Uses ironic critique to highlight historical hypocrisy of European colonization while objecting to immigration, with sarcastic tone.
echowithgekko Jan 28, 2026
Oddly, it's only white people you see on the street corner begging for money and doing the fentanyl fold. It's never Indians living in a tent not knowing where their next meal is coming from.
Oddly, it's only white people you see on the street corner begging for money and doing the fentanyl fold. It's never Indians living in a tent not knowing where their next meal is coming from.
Uses comparative observation of homelessness and addiction to argue immigrants are more self-sufficient and community-oriented than white Canadians.
mikeoxlong5843 Oct 6, 2025
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Discourse Over Time

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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)