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
Search & Filter
Moral Argument
2,863 comments
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
After trump’s first term every single adequate person new what a clinical idiot he was. Why the hell the country which was considered by many as a great nation elected him again?!
After trump’s first term every single adequate person new what a clinical idiot he was. Why the hell the country which was considered by many as a great nation elected him again?!
Expresses moral judgment about Trump's fitness for office and poses a rhetorical question about why Americans re-elected him.
@edwardklaus70
Mar 4, 2025
I'm still willing to wait it out. Change takes time especially significant change.
I'm still willing to wait it out. Change takes time especially significant change.
Appeals to patience and the principle that meaningful change requires time, framing it as a reasonable ethical stance.
Moral Argument
0.75
@craigvestal1778
Mar 4, 2025
I pray Trump does not give up his fight for American people. All American people. They tariff some of our goods 100+% and they no longer will get away with it. Thank you Trump.
I pray Trump does not give up his fight for American people. All American people. They tariff some of our goods 100+% and they no longer will get away with it. Thank you Trump.
Appeals to fairness and justice ('All American people') while defending tariff policy as retaliation against unfair trade practices.
@williamthomas4458
Mar 4, 2025
The Dumpster fire he has started is disgusting...he is only for himself and all his rich Billionaire friends...forget any promises he made when he was running for office....all those dumb ass republicans that put him …
The Dumpster fire he has started is disgusting...he is only for himself and all his rich Billionaire friends...forget any promises he made when he was running for office....all those dumb ass republicans that put him in office are going to regret it
Criticizes Trump's self-interest and betrayal of campaign promises using moral language about hypocrisy and broken commitments.
@trishajones1608
Mar 4, 2025
What an outstanding leader Justin Trudeau is….and has been on the world stage and at home for many years. I hope he does not step down from politics or not seek re election as Leader …
What an outstanding leader Justin Trudeau is….and has been on the world stage and at home for many years. I hope he does not step down from politics or not seek re election as Leader and withdraws his resignation letter. This action s exactly what Trump needs to hear and bring him down to earth but then Trump is a puppet for Maga and Putin. Trump had no real brain it is others leading him along and he is too stupid to see that the King is not wearing clothes. Trudeau has spelt it out with clarity.
Praises Trudeau's moral leadership and ethical stance against Trump, framing it as a matter of principle and clarity.
@marilynevans9210
Mar 4, 2025
The most sickening part is that his supporters is cheering him on because they are delusional and don’t have an intelligent grasp of reality.
The most sickening part is that his supporters is cheering him on because they are delusional and don’t have an intelligent grasp of reality.
Criticizes Trump supporters as delusional and unintelligent, appealing to standards of rationality and judgment.
@slimtee2
Mar 4, 2025
Twice in a week Trump is humiliated by a world leader, Trump thinking he can be a president of a country like the ceo of a corporation. He blackmails people offering them scraps from the …
Twice in a week Trump is humiliated by a world leader, Trump thinking he can be a president of a country like the ceo of a corporation. He blackmails people offering them scraps from the table of his last meal as if they should be thankful. How on gods earth did America vote this clown as it's leader. Putin has spent 3 years trying to get into Kiev and in a few weeks has managed to get into the Oval office of the Whitehouse. I sit here in the UK watching what is going on in America like many around the world cringing and at the same time laughing at how such a scumbag could achieve what he has done. Trump and his arse licking lapdog are making a laughing stock of the US and you seem helpless to stop the shitshow that is coming your way. I feel for you and hope his stupidity will lead to a very quick exit for the now most famous clown in the world.
UK perspective criticizing Trump's character and leadership ethics while comparing international perceptions of US credibility.
@FPL-LARD
Mar 4, 2025
India is a very diverse country they are mostly from one specific state not the whole of India. And stop being racist fuxks.
India is a very diverse country they are mostly from one specific state not the whole of India. And stop being racist fuxks.
Defends Indian diversity while calling out racist behavior, combining factual assertion with ethical appeal against discrimination.
valataroz
Jan 28, 2026
Wow. What a speech! He is stating facts and is open to cooperation and some people still believe the Orange Man in the White House who is speaking like a 9 year old to his …
Wow. What a speech! He is stating facts and is open to cooperation and some people still believe the Orange Man in the White House who is speaking like a 9 year old to his class mates and is spreading OBVIOUS lies all the time is the best leader ever.
Commenter appeals to truthfulness and leadership quality as moral standards while comparing Canadian and US leaders unfavorably.
@xempex
Mar 4, 2025
Outstanding. 50% of America is horrified and embarrassed by the chaos coming out of the White House every day, and a good share of the other 50% knows this and much else is wrong but …
Outstanding. 50% of America is horrified and embarrassed by the chaos coming out of the White House every day, and a good share of the other 50% knows this and much else is wrong but is too afraid or ashamed to admit it.
Commentary on American public opinion regarding Trump administration, framing the situation in terms of embarrassment and moral concern about governance.
@andyjohanos4175
Mar 4, 2025
Shame on canada for allowing this trash
Shame on canada for allowing this trash
Expresses moral disapproval of Canadian immigration policy using charged language, with implicit us-vs-them framing.
passha5232
Jan 28, 2026
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
Bloody Racists.
Bloody Racists.
Brief moral condemnation of racism, likely in response to perceived xenophobic comments in the thread.
Moral Argument
0.75
ClueLesspanda2025
Jan 28, 2026
Canada must pay the price of supporting the Demons called ''democrats''.
Canada must pay the price of supporting the Demons called ''democrats''.
Uses dehumanizing language ('Demons') to frame Democrats as morally corrupt, appealing to a moral judgment about political alignment.
@vvaloachi7263
Mar 4, 2025
America working with Russia and Putin is diabolical
America working with Russia and Putin is diabolical
Expresses moral condemnation of US-Russia cooperation using strong ethical language ('diabolical').
@hieeih6468
Mar 4, 2025
Majority of us Americans do not support rapist trump
Majority of us Americans do not support rapist trump
Asserts moral opposition to Trump on behalf of Americans, framing him as morally unfit.
@davidd1692
Mar 4, 2025
You watched palastinian woman and children massacred by Israelis and you are talking about ethics!
You watched palastinian woman and children massacred by Israelis and you are talking about ethics!
Appeals to ethical principles by highlighting perceived hypocrisy in discussing ethics while ignoring other humanitarian concerns.
Moral Argument
0.75
@75alifarsh
Mar 4, 2025
Trump isn't a smart guy
Trump isn't a smart guy
Brief personal judgment about Trump's intelligence, functioning as a value statement rather than factual claim.
Moral Argument
0.75
@aliciaserrano6691
Mar 4, 2025
This is ridiculous and so unnecessary Trump who ? This makes me wanna move to Canada now!
This is ridiculous and so unnecessary Trump who ? This makes me wanna move to Canada now!
Expresses disapproval of political situation and uses Canada as a positive alternative, implying ethical judgment.
@ladydianadavis2332
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)