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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 109 of 144
Trump is serving Putin and most Republicans just stand by complicit to his treason.
Trump is serving Putin and most Republicans just stand by complicit to his treason.
Makes an accusation of treason and complicity against Trump and Republicans, framed as a moral judgment.
@liberty_and_justice67 Mar 4, 2025
Trump is pure evil! Can’t wait u til he’s gone! JD is owned by those who seek to destroy democracy. Those who voted for this deserve what they get. I feel for those who didn’t, …
Trump is pure evil! Can’t wait u til he’s gone! JD is owned by those who seek to destroy democracy. Those who voted for this deserve what they get. I feel for those who didn’t, like Canadians. ???
Combines moral condemnation ('pure evil', threat to democracy) with expressions of concern for democratic institutions and sympathy for Canadians.
@keylime2998 Mar 4, 2025
Just keep in the back of your mind, unless you are Native American, you are an illegal. Yes white people, that includes you. You came from England.
Just keep in the back of your mind, unless you are Native American, you are an illegal. Yes white people, that includes you. You came from England.
Appeals to historical justice and Native American rights to argue against immigration restrictions based on ancestry.
AdamnW Jan 27, 2026
I’m American and I wish we had a leader like Trudeau. To all the MAGA idiots that voted for Trump, thanks for ruining our country. It only took 6 weeks.
I’m American and I wish we had a leader like Trudeau. To all the MAGA idiots that voted for Trump, thanks for ruining our country. It only took 6 weeks.
American expressing regret about Trump voters and admiration for Trudeau, blaming Trump supporters for national damage.
@curtbergeron703 Mar 4, 2025
what one of the first indian old men you interviewed i think had an amazing point. There is no reason you should choose to immigrate to another country and continue to push your culture on …
what one of the first indian old men you interviewed i think had an amazing point. There is no reason you should choose to immigrate to another country and continue to push your culture on everyone in said country.
Commenter argues that immigrants should not 'push their culture' on the host country, framing cultural assimilation as an ethical obligation.
LandOnMyHill Jan 27, 2026
How in gods name is it possible that this is happening one more time?? Tariffs and appesing a murderous dictator. \nAmericans really need to learn critical thinking, and need to be able to spot a …
How in gods name is it possible that this is happening one more time?? Tariffs and appesing a murderous dictator. \nAmericans really need to learn critical thinking, and need to be able to spot a con artist. \nThe democrats really need to understand their voters better, to prevent this from happening again. \n\nCanada Europe is with you.
Critiques voters' critical thinking and appeals to ethical judgment while expressing international solidarity with Canada/Europe.
@Morten6842 Mar 4, 2025
Europeans came first now everyone else what's the difference?
Europeans came first now everyone else what's the difference?
Uses historical precedent argument to challenge European objections to immigration, appealing to fairness logic.
TriggerpointClips Jan 27, 2026
There is nothing called colour difference. Black hair and otherwise does not matter! End of the day people protect a country. Less people means easy for take over! Canada should be at least 100 million …
There is nothing called colour difference. Black hair and otherwise does not matter! End of the day people protect a country. Less people means easy for take over! Canada should be at least 100 million strong good people to survive!!
Appeals to universal human equality while arguing for higher immigration levels as a security/survival strategy.
edwin1041 Jan 28, 2026
It's to keep deadly drugs out, left matters one world one family
It's to keep deadly drugs out, left matters one world one family
Appeals to shared moral values (keeping drugs out, global family) to justify border policy.
@pattersonmoses37 Mar 4, 2025
The man on the bike is so stupid and racist. And I am sure his IQ is below 0. Most Africans are smart, and I love their humanity!. It's not that all whites are smart; …
The man on the bike is so stupid and racist. And I am sure his IQ is below 0. Most Africans are smart, and I love their humanity!. It's not that all whites are smart; most of them are like him. white skin and speak english doesnt make you smart. His ancestor took Africa's wealth and made us poor. He should shame for you gradparent what they did in Africa. fulish man!
Appeals to justice and historical wrongs while making sweeping generalizations about racial groups and intelligence.
selomephoto2757 Jan 28, 2026
" It feels like home " I call BS! It's freezing in Canada! We are being oppressed in India so we move to oppress others. GTFO
" It feels like home " I call BS! It's freezing in Canada! We are being oppressed in India so we move to oppress others. GTFO
Uses sarcasm to critique immigrants' motivations while making a moral claim about oppression and reciprocal harm.
We_The_People1787 Jan 27, 2026
The guy on the bike referring himself to “poor white trash” is the saddest thing to happen to society
The guy on the bike referring himself to “poor white trash” is the saddest thing to happen to society
Expresses moral disapproval of someone's self-deprecating identity claim, framing it as a societal problem.
JamesFlem Jan 27, 2026
We are all living in strange times! The bad guy (Putin) is defended like he’s the good guy and the victim (Zelensky) is criticized like he’s the aggressor. This is so weird and negative like …
We are all living in strange times! The bad guy (Putin) is defended like he’s the good guy and the victim (Zelensky) is criticized like he’s the aggressor. This is so weird and negative like an episode of the Twighlight Zone! I think I can understand how Trump is viewing things. Bill O’Reilly seems to know how Trump thinks. Nevertheless, things are upside down! USA voting at the UN with North Korea and Putin and Belarus and against the EU and UK and NATO alliance nations … against the victim Ukraine? This is unheard of! Yet this is so ironic because Leonid Brezhnev, who was the USSR leader, when Russia invaded the sovereign nation of Afghanistan, and Vladimir Putin was a young KGB agent at that time, working for Brezhnev, is now in his position as leader, and he invaded Brezhnev’s sovereign homeland of Ukraine. Brezhnev must be weeping from hell and regretting his invasion of Afghanistan! Crying from hell, seeing his servant, Putin, in his seat of authority, and invading his homeland like he did to Afghanistan, I’m sure Brezhnev regrets but it’s too late now. He’s burning in hell and he can’t get out of hell! \n\nThe bad deal that Clinton and Yeltson and John Major dealt to Ukraine in the 1990s when they moved all of her nuclear weapons to Russia was like declawing the Ukrainian cat and now the cat can’t defend herself against aggressors because she has no claws to defend herself from aggressive attackers!\n\nCanada and Mexico are our friends not our enemies! China and North Korea still idolize the USSR/CCCP flag and Soviet Union hammer and sickle. Putin is a thug and gangster like Joseph Stalin. Everyone forgot what happened to Alexander Litvinenko except for those like John Bolton. \n\nWe are all living in perilous times! The wrongdoer (Putin) is called good and the victim (Zelensky) is called bad! This is so negatively bizarre and wrong! Isaiah 5:20 warns against this! Putin is not pure evil but he’s definitely not a good guy! He’s a gangster and thug like Al Capone! I think President Trump is walking on a tight rope by trying to make a good deal with Putin. And that tight rope spans from one high rise building to another - the senate and house chambers of the US legislature. The midterms are coming soon and if President Trump loses the house and senate, that tight rope could snap! And all those shock and awe executive orders etc. could come back to haunt him like a boomerang thumping his head.\n\nNever in my wildest imagination would I ever imagine Canadians harboring bad feelings towards the USA! This is 180 degrees opposite of how things were when Ronald Reagan and Brian Mulroney were in the political arena!
Extended moral argument about geopolitical justice, comparing historical and current situations to critique perceived moral inversions in international relations.
@ChristianCentury2000 Mar 4, 2025
Absolute tragedy this stuff is taking place.
Absolute tragedy this stuff is taking place.
Expresses moral disapproval of immigration practices without elaborating specifics, framing the situation as a tragedy.
BehKett Jan 27, 2026
You are the greatest country on earth. America is no longer the greatest country. The fact that you could erate people's countries and get away with it, it doesn't make you great. You are now …
You are the greatest country on earth. America is no longer the greatest country. The fact that you could erate people's countries and get away with it, it doesn't make you great. You are now a tyrant, but your time will come. You are falling cause most Americans live s***, most Americans live like dogs.
Makes ethical arguments about national greatness, imperialism, and moral decline while comparing Canada favorably to America.
skapunkoialternativeliving6522 Jan 27, 2026
At least they are not homeless/druggies
At least they are not homeless/druggies
Defends immigrants by comparing them favorably to a negative stereotype, making an implicit fairness argument.
JhaveriAakash Jan 27, 2026
you fucking racist bastards ... u ofcourse deserve trump and trudeu
you fucking racist bastards ... u ofcourse deserve trump and trudeu
Accusation of racism directed at commenters, framed as a moral judgment about their character and political alignment.
sreeragou Jan 27, 2026
Damn, thank you for exposing this. It's been happening for years
Damn, thank you for exposing this. It's been happening for years
Expresses approval of exposing wrongdoing, framing the video as revealing an ongoing injustice.
Wholesome_One Jan 27, 2026
😟 Proverbs 29:2 KJV: "When the righteous are in authority, the people rejoice: but when the wicked beareth rule, the people mourn"😂
😟 Proverbs 29:2 KJV: "When the righteous are in authority, the people rejoice: but when the wicked beareth rule, the people mourn"😂
Uses biblical framing to make a moral argument about righteous vs. wicked governance, implying current leadership is morally corrupt.
impartialanalyst4392 Nov 21, 2025
To hell with trump!!!!!
To hell with trump!!!!!
Expresses strong disapproval of Trump based on moral/ethical grounds, though brief and emotionally charged.
@tretre3892 Mar 4, 2025
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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)