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
Wow, is this a speech or what, calm, sophisticated, too the point, makes donald look like a dum as moron......
Wow, is this a speech or what, calm, sophisticated, too the point, makes donald look like a dum as moron......
Praises the speaker's eloquence and sophistication as moral/character virtues while implicitly comparing to another political figure.
@willmacleod1742
Mar 4, 2025
Trumps mentally ill he is unstable and very dangerous get him out of power he is arrogant obviously a lier and his ego needs sorted out get rid of this monster.
Trumps mentally ill he is unstable and very dangerous get him out of power he is arrogant obviously a lier and his ego needs sorted out get rid of this monster.
Makes ethical judgments about Trump's character (mentally ill, dangerous, arrogant) and implicitly calls for his removal from power.
@ccwweeman3385
Mar 4, 2025
Trump and Maga are like any crazy regime, absolutely full of magical thinking and not based in reality. So 2+2 = 6 and if you don’t agree, you hate America. Average Americans are expected to …
Trump and Maga are like any crazy regime, absolutely full of magical thinking and not based in reality. So 2+2 = 6 and if you don’t agree, you hate America. Average Americans are expected to believe that a bunch of billionaires and companies that have been robbing them blind for 40 years will now have their backs because they are actually in government instead of just pulling the strings from the sides. Or because they trigger the right people on the Internet. . I also hate how every leader in the world has to pay some kind of false reverence to Trump even though they all know he’s nuts out of some kind of decorum. Just want somebody with balls to get up and say fuck him and fuck his lunacy. And shove your decorum up your arse because Trump doesn’t have any. It’s about time you realise what you’re dealing with and pull the gloves off. Playing nice and nice and reasonable is only playing into his hands.
Critiques Trump and MAGA as a dangerous regime based on ethical concerns about deception, corruption, and the erosion of democratic norms.
@conors4430
Mar 4, 2025
Hes scum too..he might as well have communism in his country
Hes scum too..he might as well have communism in his country
Condemns a political figure using strong moral language ('scum') and ideological framing (communism).
@susanndrake3838
Mar 4, 2025
Very articulate and intelligent, but still supporting the Zionist. That’s makes him a hypocrite liar full of shiat.
Very articulate and intelligent, but still supporting the Zionist. That’s makes him a hypocrite liar full of shiat.
Accuses the speaker of hypocrisy on moral/ethical grounds regarding Zionism, framed as a values-based critique.
@franks.7271
Mar 4, 2025
THAT GOVERNMENT IS 1 PERSON CALLED TRUMP ?? AND COURTS THAT ALLOW HIM TO RUIN THE U.S ECONOMIC WHILE HE POISONS THEM TO HATE THE BROWN SKIN FOLKS
THAT GOVERNMENT IS 1 PERSON CALLED TRUMP ?? AND COURTS THAT ALLOW HIM TO RUIN THE U.S ECONOMIC WHILE HE POISONS THEM TO HATE THE BROWN SKIN FOLKS
Criticizes Trump and courts for enabling harm to minorities, framing it as a moral/ethical failure with elements of threat perception.
@MaGo-r7x
Mar 4, 2025
Another Western hypocrite who orchestrated the war together with NATO against Russia but won't criticise Israel
Another Western hypocrite who orchestrated the war together with NATO against Russia but won't criticise Israel
Accuses the person of hypocrisy for criticizing some conflicts while not others, appealing to consistency and fairness.
@DaveNeve
Mar 4, 2025
Hey Trudeau Ferme la sur Putin ! Go ahead full force on the Mango Mussolini GRUMP tough ??I'm going to vomit my ancestors who died in USA wars ?!!@! I hate Trump get him out …
Hey Trudeau Ferme la sur Putin ! Go ahead full force on the Mango Mussolini GRUMP tough ??I'm going to vomit my ancestors who died in USA wars ?!!@! I hate Trump get him out . He will Decapitate USA!!
Expresses strong moral opposition to Trump using inflammatory language and historical references to war casualties, with implicit call for action against him.
@sarahsokal
Mar 4, 2025
It makes no sense. I am so sorry.
It makes no sense. I am so sorry.
Expresses sympathy and moral disapproval of the situation, though brief and somewhat ambiguous.
Moral Argument
0.75
@francesevelynrogers1123
Mar 4, 2025
I wonder why the US is not able to produce a decent human being good enough to be president these days...
I wonder why the US is not able to produce a decent human being good enough to be president these days...
Rhetorical critique questioning the moral quality of US leadership, implicitly comparing it unfavorably to Canadian leadership.
@captainzomi7581
Mar 4, 2025
The only place that Trump and Musk should belong is in prison!
The only place that Trump and Musk should belong is in prison!
Strong moral condemnation of Trump and Musk, implying they deserve imprisonment for their actions.
@hellfire6372
Mar 4, 2025
I am agreement with canada. We all citzens in good people in this world should work together because over come evil as to people like trump is.
I am agreement with canada. We all citzens in good people in this world should work together because over come evil as to people like trump is.
Appeals to universal human values and cooperation while positioning against a specific political figure.
@cathybaldwin2552
Mar 4, 2025
The Americans who voted for Trump doesn’t realize that the idiot doesn’t have their best interest and they will become poorer and struggle while he’s in power. Donald Duck will abuse his position to favour …
The Americans who voted for Trump doesn’t realize that the idiot doesn’t have their best interest and they will become poorer and struggle while he’s in power. Donald Duck will abuse his position to favour greed and ensure that his family amd already wealthy friends, constituents and enemies of the free world reign in evil ways beyond imagination.
Appeals to ethical concerns about Trump's self-interest and corruption, warning of negative consequences for voters and democracy.
@xplore8163
Mar 4, 2025
Trudeau responded appropriately to that man in the white house. that man pretends he's concerned about Americans when all he wants is to be a dictator
Trudeau responded appropriately to that man in the white house. that man pretends he's concerned about Americans when all he wants is to be a dictator
Defends Trudeau's response as appropriate while criticizing Trump's authoritarian intentions, framing this as a moral/ethical issue about leadership character.
@MJ231fan
Mar 4, 2025
The issue is trump is a sociopath. He will never do what us right for the USA or anyone else..it's why no one can negotiate with him. But also how he has become Russias greatest …
The issue is trump is a sociopath. He will never do what us right for the USA or anyone else..it's why no one can negotiate with him. But also how he has become Russias greatest assest in the history of the USA, the actual president. He will toss all of the USA under the bus
Characterizes Trump as a sociopath who betrays national interests, framing this as a moral/ethical failure rather than policy disagreement.
@chrishartley7493
Mar 4, 2025
Trump care about the drugs trafficking he cares about building money for his Nazi movement and. Pockets
Trump care about the drugs trafficking he cares about building money for his Nazi movement and. Pockets
Accuses Trump of corruption and association with 'Nazi movement,' mixing moral condemnation with unsubstantiated characterizations.
@AquaGutterCleaning
Mar 4, 2025
Donald Trump needs a fight wherever there is no fight, because it's what legitimizes who he is. He needs conflict to give his life purpose, and we all go down the drain with him because …
Donald Trump needs a fight wherever there is no fight, because it's what legitimizes who he is. He needs conflict to give his life purpose, and we all go down the drain with him because of that affliction.
Critiques Trump's character and motivations as morally problematic (seeking conflict for self-validation), framing this as a threat to collective welfare.
@LimleyGilbert
Mar 4, 2025
No body harm Canada and Canadian more than you
No body harm Canada and Canadian more than you
Accuses someone of harming Canada and Canadians, making an ethical judgment about responsibility and harm to the nation.
@salamshabo3968
Mar 4, 2025
TRUMP IS POTUS....BUT HE'S NOT PRESIDENTIAL..NOT NOW...NEVER WAS!
TRUMP IS POTUS....BUT HE'S NOT PRESIDENTIAL..NOT NOW...NEVER WAS!
Makes a moral judgment about presidential conduct and character standards.
Moral Argument
0.75
@davidwallace8388
Mar 4, 2025
CNN, why don’t you say openly that trump is an uneducated fool who does not know what he doing as president or how this world functions. And equally uneducated fools like Vance and Musk are …
CNN, why don’t you say openly that trump is an uneducated fool who does not know what he doing as president or how this world functions. And equally uneducated fools like Vance and Musk are not knowing how a country work let alone a big country like USA.
The comment critiques Trump, Vance, and Musk's competence and fitness for office using moral/ethical language about understanding governance.
@shamsali9903
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)