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
It's not Anti Amercanism, its politicians and money.\nWe love you, we are not playing your president's threat games, we are responding to protect our economy.\nBroadcasters would do well to carefully weigh their spins right now, …
It's not Anti Amercanism, its politicians and money.\nWe love you, we are not playing your president's threat games, we are responding to protect our economy.\nBroadcasters would do well to carefully weigh their spins right now, this is not a drama, it's real?.\nWe want to support American businesses.\nThis is all unneccesarily crazy and scary.\nLong live Diplomacy and Democracy.\n❤?❤
Appeals to diplomacy, democracy, and economic protection as ethical principles while urging broadcasters to reconsider their framing.
@jennpidgeon5559
Mar 4, 2025
Trump's actions are not those of an ally. He's a terrorist that wants to annex Canada like Putin did with Ukraine.
Trump's actions are not those of an ally. He's a terrorist that wants to annex Canada like Putin did with Ukraine.
Uses moral language ('terrorist,' 'ally') to condemn a political figure's actions while expressing security concerns about annexation.
@c.h.5389
Mar 4, 2025
Trump is creating more enemies than friends shame to him...
Trump is creating more enemies than friends shame to him...
Critiques political leadership's diplomatic approach as counterproductive and morally problematic.
@augustinematchupula5591
Mar 4, 2025
He's so right. No one wins in a war trade.
He's so right. No one wins in a war trade.
Appeals to a principle that 'no one wins in a war trade,' framing trade conflict as inherently undesirable on ethical grounds.
Moral Argument
0.80
@zylbygdfn6542
Mar 4, 2025
Trump: we are going to punish our allies and friend who also paid in blood for us after 911\n\nAlso trump: \nPutin suffered with me through the “Russia Russia Russia” hoax\n\nWhat a lame lame orange jerk
Trump: we are going to punish our allies and friend who also paid in blood for us after 911\n\nAlso trump: \nPutin suffered with me through the “Russia Russia Russia” hoax\n\nWhat a lame lame orange jerk
Compares Trump's treatment of allies versus Putin, framing it as morally inconsistent and unjust behavior.
@sunnyday237
Mar 4, 2025
Why would you screw up your friend for your own benefit. I can't understand it
Why would you screw up your friend for your own benefit. I can't understand it
Appeals to fairness and friendship ethics, questioning why one would harm a friend for personal gain.
Moral Argument
0.80
@ruszan5916
Mar 4, 2025
???????? here,If there’s one thing I learned in university as a political science graduate, and I did take a US government course was part of my degree. I thought that there were so many checks …
???????? here,If there’s one thing I learned in university as a political science graduate, and I did take a US government course was part of my degree. I thought that there were so many checks and balances on the president of the United States, but seeing his actions, I am very confused at how he is not being questioned for his mental stability and his actual ability to lead your country I mean to what degree is the definition of treason not applied I don’t understand how the president of the United States can now align himself with Russia and destroy allegiances with friends and allies This is not seen as treason?\nTo my American readers… just remember the United States knows no better friend than Canada….. so does any of this make sense? How is it that we are the enemy now and your president wants to support Russia is he a Russian operative? How are you not removing this guy from power where are all these checks and balances that you always bragged about through my entire life ?
Extended critique questioning Trump's fitness to lead and alignment with Russia, framed as constitutional/ethical concerns with rhetorical questions.
@jonmurphy2941
Mar 4, 2025
I believe Trump is only concerned about making money at everyone's expense, he is a convicted felon that has no respect except for other dictators, Impeach NOW.
I believe Trump is only concerned about making money at everyone's expense, he is a convicted felon that has no respect except for other dictators, Impeach NOW.
Combines moral criticism of Trump's character and motives with a call to impeach, grounded in ethical concerns.
@davidanderson6712
Mar 4, 2025
Don't refer to him as Donald, refer to him as a FCKN FELON!!!!!
Don't refer to him as Donald, refer to him as a FCKN FELON!!!!!
Makes a moral judgment about Trump's criminal status and advocates for specific language to describe him.
Moral Argument
0.80
@BobSertic-nd9te
Mar 4, 2025
None of this makes sense. Both countries and their hard-working people are going to suffer on both sides. Great leaders don't try to cripple allies that have supported them throughout history.
None of this makes sense. Both countries and their hard-working people are going to suffer on both sides. Great leaders don't try to cripple allies that have supported them throughout history.
Appeals to principles of alliance loyalty and mutual benefit, criticizing leadership for harming allied nations.
@thecastingdeck8148
Mar 4, 2025
This racist needs to be expelled from Canada
This racist needs to be expelled from Canada
Accusation of racism framed as a moral judgment, with implicit call for expulsion as consequence.
@khiaraslaw
Mar 4, 2025
Anyone still backing Trump is either a delusional clown, seriously unwell, or trapped in a fantasy. Decades of American sacrifice—blood and sweat spilled across the world—wiped away by one clueless billionaire and his cronies, turning …
Anyone still backing Trump is either a delusional clown, seriously unwell, or trapped in a fantasy. Decades of American sacrifice—blood and sweat spilled across the world—wiped away by one clueless billionaire and his cronies, turning a superpower into their personal playground.
Ethical critique of Trump supporters framed as moral judgment about delusion and betrayal of American values.
@korirweldon8314
Mar 4, 2025
You're on your own now USA. What a shame to let a man this ridiculus ruin OUR peace. Wake up.
You're on your own now USA. What a shame to let a man this ridiculus ruin OUR peace. Wake up.
Ethical critique of a political figure's impact on peace, with implicit call for Americans to recognize the problem.
@marge22-22
Mar 4, 2025
Letting mayor Adams off of his crimes is disgusting! He should be jailed along side of all the criminals he let stay in new york
Letting mayor Adams off of his crimes is disgusting! He should be jailed along side of all the criminals he let stay in new york
Criticizes a political figure's actions as morally wrong ('disgusting') and calls for justice.
@marylister6942
Mar 4, 2025
Why are we so blind to see that the ones we hurt are you and me
Why are we so blind to see that the ones we hurt are you and me
Appeals to shared humanity and mutual harm, making an ethical argument against conflict and division.
Moral Argument
0.80
@Lenus-j9j
Mar 4, 2025
The part that you people don't understand not to be rude. Donald has a mental illness. He's hurting his own USA people and he wants to be a DICTATOR! He wants to take the medical …
The part that you people don't understand not to be rude. Donald has a mental illness. He's hurting his own USA people and he wants to be a DICTATOR! He wants to take the medical and food away from disabled. Poor people who does that. Only a mentally ill dictator. I could go on forever. I support Canada 100% and I'm very sorry but it's not going to change anything.
Appeals to ethics and human rights concerns about Trump's policies while expressing support for Canada's position.
@planetsavers5909
Mar 4, 2025
Trump is doing all this for one person only, Putin. He is really putting on a show for Putin at American expense. Treasonous orange snake...
Trump is doing all this for one person only, Putin. He is really putting on a show for Putin at American expense. Treasonous orange snake...
Frames Trump's actions as morally wrong (treason, serving Putin's interests) using ethical language about betrayal.
@bigmountain6402
Mar 4, 2025
Well done Canada ??. It is time to stand up to bullies and unite with true allies that respect you and treat you with dignity. We seem to be dealing with a deranged madman who …
Well done Canada ??. It is time to stand up to bullies and unite with true allies that respect you and treat you with dignity. We seem to be dealing with a deranged madman who should be seeking proper medical treatment in a special medical facility, not ranting and raving in the Oval Office. Call it treason, corruption, greed, weakness, mental instability, cognitive decline, bullying, aggression, spitefulness, vengeance - the only person who should be considering resigning is the out-of-his-depth overpromising & under deliverer convicted sexual felon in the Oval Office who is p!ssing into the tent not out of it, with regards to your old allies.
Appeals to dignity, respect, and ethical principles while praising Canada's stance and condemning another leader's behavior as immoral and unfit.
@KarlPhillips-s7l
Mar 4, 2025
This is very very sad , what's happening here the Canadian and American always get along very well,the enemies love this very bad example.
This is very very sad , what's happening here the Canadian and American always get along very well,the enemies love this very bad example.
Expresses sadness about deteriorating Canada-US relations and appeals to shared values and historical friendship.
@patrickbonterre3267
Mar 4, 2025
Powerful speech by Trudeau! He did not mince words and addressed head-on calling out Trump! He called him Donald, not President Trump, no sugar-coating! This is a hallmark of a true and STRONG leader!
Powerful speech by Trudeau! He did not mince words and addressed head-on calling out Trump! He called him Donald, not President Trump, no sugar-coating! This is a hallmark of a true and STRONG leader!
Praises Trudeau's leadership qualities (strength, directness, honesty) as moral virtues in defending the country.
@jennylim1558
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)