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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 78 of 144
America elected a MF FOOL to office and I blame the morons that complained about the price of gas and eggs! America elected a MF felon, a fraud and a racist to office for the …
America elected a MF FOOL to office and I blame the morons that complained about the price of gas and eggs! America elected a MF felon, a fraud and a racist to office for the purpose of some low class group of people to feel empowered. What a shit show America has become! Fuck all of you all that complained about Biden, now look at the new Russia!
Condemns American voters and elected leadership on moral grounds (racism, fraud) while expressing alarm about national decline.
@Carlossr1911-Ducati Mar 4, 2025
This relationship will never be the same. We will have to do a lot of mea culpa in the future.
This relationship will never be the same. We will have to do a lot of mea culpa in the future.
Appeals to fairness and accountability ('mea culpa') regarding a damaged relationship, suggesting ethical responsibility.
@BJHayes-n9i Mar 4, 2025
Trumps a scourge to the planet..much like his buddy Putin
Trumps a scourge to the planet..much like his buddy Putin
Makes a moral judgment characterizing Trump as harmful to the planet, appealing to ethical principles about global welfare.
@kellycbeckett9092 Mar 4, 2025
This is what being a leader is all about. Giving the harsh truth.
This is what being a leader is all about. Giving the harsh truth.
Appeals to ethical principles of leadership and truthfulness as virtues.
@johnl4933 Mar 4, 2025
US need to be a shame of it self to let an idiot like trump lead them anywhere
US need to be a shame of it self to let an idiot like trump lead them anywhere
Appeals to shame and ethical judgment regarding US leadership, comparing nations implicitly.
@bryanhampton4861 Mar 4, 2025
Every country in the world should take a warning from what is happening in the US, this is what can happen anywhere if you let misinformation and ignorance run rampant.
Every country in the world should take a warning from what is happening in the US, this is what can happen anywhere if you let misinformation and ignorance run rampant.
Frames US situation as a cautionary tale about misinformation and ignorance, appealing to universal principles about governance and truth.
@johnnybgood6424 Mar 4, 2025
It's really too bad, Canadians have sympathy for Americans, who will be hurt (Trump and his billionaire policy makers will not be hurt at all).
It's really too bad, Canadians have sympathy for Americans, who will be hurt (Trump and his billionaire policy makers will not be hurt at all).
Appeals to sympathy and fairness for ordinary Canadians and Americans while critiquing the unequal power dynamics and lack of empathy in policy decisions.
@delynnel Mar 4, 2025
Trump is a so weird person who attack friends and help enemies ?
Trump is a so weird person who attack friends and help enemies ?
Critiques Trump's inconsistent foreign policy as morally wrong, attacking friends while supporting adversaries.
@Asd123ghhhf38 Mar 4, 2025
Did they MAGA? No, so let's move forward from this, America! We ALL need to agree to be American 1st. Our safety is at serious risk, but we can still get the train back on …
Did they MAGA? No, so let's move forward from this, America! We ALL need to agree to be American 1st. Our safety is at serious risk, but we can still get the train back on track, if Congress can ALL agree to put America before any other internal disagreement. If The SCOTUS and the Judicial System will do the same. It isn't too late, YET. It's time to right the ship and our allies will support us, if our people will stand up, against the harm that this Administration is doing to ALL of us, as a whole. It's leaking hate into every aspect of our country. We're inundated with it and it's spilling out, into the world, affecting our standing.\n\nWe need an Administration where we can have normal disagreements and figure how to resolve them....find HOPE again. I'm tired of feeling despair. America, be the leader of Democracy. Keep your word!\n?⚪?
Appeals to shared American values, unity, and democratic principles while urging collective action to restore national integrity.
@resilientred1699 Mar 4, 2025
Everything Trudeau is saying should be reasonable and sensible to every American, that is every American that isn't either a blind faith follower of Trump, or someone profiting from Trump and his policies. Sadly there …
Everything Trudeau is saying should be reasonable and sensible to every American, that is every American that isn't either a blind faith follower of Trump, or someone profiting from Trump and his policies. Sadly there are just so very many of them.
Appeals to reasonableness and sense as moral principles while supporting Trudeau's position.
@Stonewielder Mar 4, 2025
UNFORTUNATELY TRUMP IS ACTING AS A BULLY. \nHE IS A SMART GUY BUT THIS HURTS EVERYONE.
UNFORTUNATELY TRUMP IS ACTING AS A BULLY. \nHE IS A SMART GUY BUT THIS HURTS EVERYONE.
Criticizes Trump's behavior as bullying while acknowledging his intelligence, appealing to fairness and harm to others.
@levydan4370 Mar 4, 2025
Justin Trudeau is standing his ground. I have nothing but respect for a man that stands his ground and not waiver when he know he has done everything he can to make peace with his …
Justin Trudeau is standing his ground. I have nothing but respect for a man that stands his ground and not waiver when he know he has done everything he can to make peace with his neighbor,
The commenter expresses respect for Trudeau's principled stance and peacemaking efforts, framing it as a moral/ethical position.
@jonathantaylor3158 Mar 4, 2025
I guess this can and should be considered as retribution for 300 years of British occupation and plundering and raping of the Indians in India. Isn't it hypocrite to just overlook this historical event?! I …
I guess this can and should be considered as retribution for 300 years of British occupation and plundering and raping of the Indians in India. Isn't it hypocrite to just overlook this historical event?! I mean, how does Indian even speak English?!!! Lol
Makes a historical justice argument about British colonialism as moral justification for immigration, with ironic commentary.
joshuabhujun3835 Feb 9, 2026
Respect and partnerships are built on a foundation of mutual ideas and business, when that respect is broken there is no partnership. I stand with Canada.
Respect and partnerships are built on a foundation of mutual ideas and business, when that respect is broken there is no partnership. I stand with Canada.
Appeals to principles of mutual respect and partnership as foundation for relationships, expressing principled support for Canada.
@capmultser Mar 4, 2025
Yall are jsut racist. I have a friend who wroks at timmies w indians and the customers r racist asf even tho the customers r wrong
Yall are jsut racist. I have a friend who wroks at timmies w indians and the customers r racist asf even tho the customers r wrong
Accuses others of racism and defends immigrants based on ethical principles, supported by anecdotal evidence of workplace discrimination.
zueah23 Feb 11, 2026
It’s bitter to hear “while he’s speaking French..” before being cut off. Too often the francophone community is belittled in the ?? \nBut I can understand the priority for the panel to speak and for …
It’s bitter to hear “while he’s speaking French..” before being cut off. Too often the francophone community is belittled in the ?? \nBut I can understand the priority for the panel to speak and for your viewers to stay hooked without subtitles
Critiques belittlement of francophone community as unfair while acknowledging practical constraints, balancing ethical concern with pragmatism.
@Z1DM0 Mar 4, 2025
Dear our friends of the world, please know that we American disown this horrible, terrible, no good president and his government. Many of us are currently suffering, too.?
Dear our friends of the world, please know that we American disown this horrible, terrible, no good president and his government. Many of us are currently suffering, too.?
Appeals to shared humanity and moral principles, distancing Americans from Trump while expressing empathy for global suffering.
@willie707 Mar 4, 2025
Why don't trump solve problems inside his country first before engaging and touching other countries own problem!!!!!
Why don't trump solve problems inside his country first before engaging and touching other countries own problem!!!!!
Appeals to fairness and prioritization of domestic problems before international intervention.
@akosimj9544 Mar 4, 2025
Yes idiots, your president is responsible for all the harm done to us up till now, and if you still support him is because you're a greedy rich crook or an idiot who can see …
Yes idiots, your president is responsible for all the harm done to us up till now, and if you still support him is because you're a greedy rich crook or an idiot who can see we the poor people are in trouble because of him. Freaking liar, convicted felon,pedophile, rapist scumbag who should be in jail, NOT running the country.
Strong moral condemnation of Trump with claims of harm to vulnerable populations, framed as ethical critique.
@marip7324 Mar 4, 2025
Your president is sold to dictators
Your president is sold to dictators
Makes ethical accusation that the president is compromised by dictators, appealing to principles of integrity.
@tonylevoyageur Mar 4, 2025
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Discourse Over Time

Top 6 discourse types by month — how framing evolves 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)