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
I blame Trump's voters, the supreme court and his idiot enablers and supporters for this chaos. They all allowed and unleashed this crazy, sociopath, maniac, rabid dog, and pathetic liar.!!!! It's all his deplorable trumptards …
I blame Trump's voters, the supreme court and his idiot enablers and supporters for this chaos. They all allowed and unleashed this crazy, sociopath, maniac, rabid dog, and pathetic liar.!!!! It's all his deplorable trumptards fault.!!!
Makes moral condemnation of Trump voters and supporters using strong ethical language about chaos and responsibility.
@herivertoibarra9246
Mar 4, 2025
When stupidly run the world the world is in big danger! This War is a game of sum nul, nobody will win but everybody will soufer.\nThis one will be very ugly.\nSome one please tell me …
When stupidly run the world the world is in big danger! This War is a game of sum nul, nobody will win but everybody will soufer.\nThis one will be very ugly.\nSome one please tell me the meaning of Make America Great Again, because on my side of the border I don't see anything great.\nFrome a French Canadian I am not sorry.
Critiques Trump's leadership on ethical grounds (stupidity causing danger) and compares Canada's perspective to the US, questioning the 'Make America Great Again' slogan.
@LePetitMondedeMichel
Mar 4, 2025
This madness, from a president who chooses to side with a murderous dictator in Russia and create division with his closest friend, a friend of generations.
This madness, from a president who chooses to side with a murderous dictator in Russia and create division with his closest friend, a friend of generations.
Appeals to ethical principles regarding leadership choices and international relations, criticizing alignment with authoritarian regimes.
@tweezyt1417
Mar 4, 2025
Is this how Donald thanks Canada especially for all the help Canadians gave to fight the fires in California? Not to mention the cost of said assistance?
Is this how Donald thanks Canada especially for all the help Canadians gave to fight the fires in California? Not to mention the cost of said assistance?
Rhetorical question appealing to fairness and reciprocity for Canadian assistance, framed as moral concern.
@dalebrianhale8224
Mar 4, 2025
I don’t think is good ideas to do this your allies country or friend in my own opinion period. That’s sad
I don’t think is good ideas to do this your allies country or friend in my own opinion period. That’s sad
Comment expresses ethical disapproval of Canada's actions toward allies, framing it as morally wrong.
@bobwilson3435
Mar 4, 2025
Man you’re a pig 🐷! India has many many languages cultures and types of different ethinic groups . Yes they’re are very primitive cultures in india also and very modern people also in the millions …
Man you’re a pig 🐷! India has many many languages cultures and types of different ethinic groups . Yes they’re are very primitive cultures in india also and very modern people also in the millions some are very poor and some middle class some very rich but you cannot put them all in one basket just like the western countries you have incest inbred people , look at small towns they’re full of inbred people worshiping snakes in churches in some southern states some have sex with animals like dogs and some live with dolls 😂, satan worship and sacrificing for rituals etc….. you cannot judge a society like that . Indians in general are very successful immigrants if you look at the charts but yes there’s some bad apples in all communities . But just like west is not one society but a mixture of many cultures and languages and taboo cultures , india is same like that big country with many different ppl . 😂😂😂
Defends Indian immigrants and cultures by arguing against stereotyping, appealing to fairness and the diversity within all societies.
Lionoftruth7
Feb 5, 2026
Well done CANADA. You have spoken clearly, letting the American people know, that it is the TRUMP GOVERNMENT that is causing the TRADE WAR. Trudeau spoke like a FREIND & ALLI who will not accept …
Well done CANADA. You have spoken clearly, letting the American people know, that it is the TRUMP GOVERNMENT that is causing the TRADE WAR. Trudeau spoke like a FREIND & ALLI who will not accept anything to do with a TRUMP/PUTIN deal. This is how to deal with a BULLY & A PERSON WHO IS UNTRUSTWORTHY like PRESIDENT TRUMP.
Praises Canada's principled stance against Trump's trade war, framing it as ethical leadership against bullying and untrustworthiness.
@HardBacker
Mar 4, 2025
Saying attacking Canada is being done to keep the US safe sounds mightily like putin saying he had to attack Ukraine to keep Russia safe.
Saying attacking Canada is being done to keep the US safe sounds mightily like putin saying he had to attack Ukraine to keep Russia safe.
Draws a moral equivalence between justifications for military action, critiquing the logic as hypocritical.
@nancybourque4080
Mar 4, 2025
I ashamed of the American president, I did NOT vote for the asshat, I’m appalled that man was voted into office. He should be in prison!
I ashamed of the American president, I did NOT vote for the asshat, I’m appalled that man was voted into office. He should be in prison!
Combines personal voting history with moral condemnation ('appalled,' 'should be in prison'), appealing to justice and ethical standards.
@suewilkinsonmorrobayca6590
Mar 4, 2025
friends dont send fentanyl over the border
friends dont send fentanyl over the border
Appeals to friendship and trust between nations while criticizing cross-border drug trafficking as a betrayal.
@kmathew5712
Mar 4, 2025
What a fine man! He stands by his people and protect his people! Unlike the Orange Blob, he works for himself and himself only! Worst than the most evil Animal on earth…..
What a fine man! He stands by his people and protect his people! Unlike the Orange Blob, he works for himself and himself only! Worst than the most evil Animal on earth…..
Praises Trudeau's character and service to his people while making moral comparisons to Trump as ethically inferior.
@jazzcanada2001
Mar 4, 2025
This is a direct result of a Self-centered, Self-serving, Greedy, Unqualified, Narcissistic Un-American Prick!!
This is a direct result of a Self-centered, Self-serving, Greedy, Unqualified, Narcissistic Un-American Prick!!
Uses moral condemnation (self-centered, greedy, narcissistic) to critique a political figure's character and fitness for office.
@georgeg7432
Mar 4, 2025
Most of us know not to believe what Trump says about these tariffs (or anything else). He is a scourge to the world. As a US citizen am beyond disgusted that he was able to …
Most of us know not to believe what Trump says about these tariffs (or anything else). He is a scourge to the world. As a US citizen am beyond disgusted that he was able to gain enough votes.?
Expresses moral disgust at Trump's election while sharing personal perspective as a US citizen.
@nw658
Mar 4, 2025
You have a huge misconception about African people ...do your due diligence It shows how low key your IQ is
You have a huge misconception about African people ...do your due diligence
It shows how low key your IQ is
Critique of stereotyping African people, appealing to fairness and challenging prejudiced assumptions with a personal attack.
daudakamara728
Feb 25, 2026
The axis of evil is Donald Trump. Thanks, Mr Trudeau.
The axis of evil is Donald Trump. Thanks, Mr Trudeau.
Uses moral language ('axis of evil') to condemn Trump while expressing support for Trudeau's leadership.
@mijakim8765
Mar 4, 2025
Welcome to the worst recession the US ever lived. Do not complain. You voted for it. And blamed the immigrants.
Welcome to the worst recession the US ever lived. Do not complain. You voted for it. And blamed the immigrants.
Uses moral accountability to blame voters for economic consequences while critiquing scapegoating of immigrants.
@unloveableandre
Mar 4, 2025
Trump is a deranged president who doesn’t care for his nation but for his own greed he’s willing to put the public at risk for his own agenda. that felon is going to lose all …
Trump is a deranged president who doesn’t care for his nation but for his own greed he’s willing to put the public at risk for his own agenda. that felon is going to lose all support from all the nations of the free world. Amershpukd wake up and realize how much he’s going to hurt your nations economy and well being. This moron will put your country into a recession and the fallout will be grave to your families and economy
Condemns Trump's character and leadership on ethical grounds while predicting negative economic consequences.
@CheechTyance
Mar 4, 2025
Not people fault it's your own officials don't blame them
Not people fault it's your own officials don't blame them
Defends immigrants by shifting blame to government officials, making an ethical argument against scapegoating.
WaqueZulfiqar-n4h
Feb 7, 2026
The rubble that Trump is creating will be the foundation upon which socialism in America will rise, like a Phoenix from the ashes. What we are seeing is the end-stage of corrupt, crony capitalism in …
The rubble that Trump is creating will be the foundation upon which socialism in America will rise, like a Phoenix from the ashes. What we are seeing is the end-stage of corrupt, crony capitalism in service to the fascist oligarchs and their colluding industrial cartels. Make no mistake about this: An oligarchy is a fascist state. A kleptocracy in service to a soulless minority. A cult of personality.
Presents a sweeping moral and political critique of American capitalism and oligarchy, framing current events as symptomatic of systemic corruption and fascism.
@KKMcK1
Mar 4, 2025
Wow great speech, especially first minute. He isn't scared of our new traitor president. Kudos to Canada for standing up to our lousy bully. Sadly, its just one lousy businessman doing this to everyone. Nice …
Wow great speech, especially first minute. He isn't scared of our new traitor president. Kudos to Canada for standing up to our lousy bully. Sadly, its just one lousy businessman doing this to everyone. Nice work MAGA. What you gotta say now?
Praises Canada's moral stance against Trump while condemning him as a traitor and bully, combining ethical appeals with solidarity.
@panzer948
Mar 4, 2025
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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)