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
His words are falling on deaf ears because Trump is a demented, corrupt and despicable person and he doesn’t care about Americans or Canadians either.
His words are falling on deaf ears because Trump is a demented, corrupt and despicable person and he doesn’t care about Americans or Canadians either.
Makes moral accusations against Trump (demented, corrupt, despicable) and claims he doesn't care about citizens.
@lisafrazelle576
Mar 4, 2025
Trump has sick mentality
Trump has sick mentality
A brief moral condemnation of Trump's character/mentality without substantive policy critique or evidence.
Moral Argument
0.70
@nikywander
Mar 4, 2025
One mistake in this speech, Trump is not smart, he is a idiot clown
One mistake in this speech, Trump is not smart, he is a idiot clown
Criticizes Trump's intelligence through insulting language, functioning as a moral judgment on his competence.
@Leo-p1m3z
Mar 4, 2025
These racists cowards would rather stay silent and let their communities be overrun by muslim immigrants who forms gangs, deal drugs and groom poor young women, than live around and look at brown people. The …
These racists cowards would rather stay silent and let their communities be overrun by muslim immigrants who forms gangs, deal drugs and groom poor young women, than live around and look at brown people. The guy who said he faced discrimination standing in a line while a lady was served first (lol) should know mostly Indians dont run butcher shops, those must be Pakistani or smth
Defends immigrants against racist characterizations while making unverified claims about criminal behavior.
Ryan_kc
Jan 27, 2026
Move your sh$$ xountry to russia and ors the world a duc$$g favor
Move your sh$$ xountry to russia and ors the world a duc$$g favor
Hostile dismissal framed as a moral judgment, telling someone to leave and benefit the world.
Moral Argument
0.70
@4nobject
Mar 4, 2025
All they want do is collect money they don’t care about ppl that poor that just tryn make them self richer
All they want do is collect money they don’t care about ppl that poor that just tryn make them self richer
Criticizes authorities for prioritizing wealth over helping poor people, appealing to fairness and compassion.
@Galaxtic-b1
Mar 4, 2025
at the end of the day people get fucked economically and psysically by the governments.
at the end of the day people get fucked economically and psysically by the governments.
Appeals to fairness and justice, arguing that ordinary people suffer economically and physically due to government actions.
@ggggggg4327
Mar 4, 2025
what you have done in Afghanistan, Iran, Libya, Palestine is what ? Actually, you are the biggest liar in world.
what you have done in Afghanistan, Iran, Libya, Palestine is what ? Actually, you are the biggest liar in world.
Accusation of hypocrisy and moral wrongdoing regarding foreign policy interventions, comparing speaker's actions to others.
@prashantagiri5091
Mar 4, 2025
Trump is always in search of loyalty for him, but he is not loyal to anyone... Well, with Russia, yes.
Trump is always in search of loyalty for him, but he is not loyal to anyone... Well, with Russia, yes.
Critiques Trump's character (disloyalty) with an unsubstantiated insinuation about Russia, blending moral judgment with conspiracy framing.
@LuisFas-ke4tm
Mar 4, 2025
Trump is a dictator
Trump is a dictator
Makes a moral judgment characterizing Trump as a dictator based on ethical principles.
Moral Argument
0.70
YOIVictorNikiforov2026
Dec 11, 2025
This is sad for the world to witness. ?
This is sad for the world to witness. ?
Expression of moral disapproval about a situation, though vague about the specific context.
Moral Argument
0.70
@GoodvibesPHs
Mar 4, 2025
Oh my God he's an idiot.
Oh my God he's an idiot.
Brief character attack calling Trump an idiot, expressing moral disapproval of his intelligence or competence.
Moral Argument
0.70
@jeffstone7037
Mar 4, 2025
The ? ? is like a toddler. A very overweight and spoiled toddler. The more you give him, the more he wants.
The ? ? is like a toddler. A very overweight and spoiled toddler. The more you give him, the more he wants.
Criticizes Trump's character and behavior using moral language (spoiled, greedy), though expressed through insult rather than reasoned argument.
Moral Argument
0.70
@ericcharbonneau7842
Mar 4, 2025
Drumpff is antithetical to progress. He is a cancer on our world. I just wish the Democrats would actually start fighting this BS with all means at their disposal. For all the MAGA out there …
Drumpff is antithetical to progress. He is a cancer on our world. I just wish the Democrats would actually start fighting this BS with all means at their disposal. For all the MAGA out there I hope you enjoy what you wrought. It’s not liberal tears, it’s nationwide suffering. WE PAY FOR TARIFFS!!!!! Look up how well Smoot-Halley affected the country. Ttump (sic) has been self-dealing since I heard of him in the 70’s. He played on your fears & you bought his lie. To quote P.T. Barnum, “A sucker is borne every minute.” One of the primary things I impart to my kids is to not trust a salesman!!!!
Extended critique framing Trump as harmful to society with appeals to ethics and warnings about economic consequences.
@jonathanwade5744
Mar 4, 2025
He is already gone . And his words don't matter at all now. We all are facing all this just because of your pathetic behavior and decisions. Shame on you Tin
He is already gone . And his words don't matter at all now. We all are facing all this just because of your pathetic behavior and decisions. Shame on you Tin
Expresses moral condemnation of someone's behavior and decisions, addressing them directly with shame.
@mitchymitch2721
Mar 4, 2025
Trump is Not a very smart guy….
Trump is Not a very smart guy….
Makes a negative character judgment about a political figure's intelligence, implying unfitness for office.
Moral Argument
0.70
@tarakurkosky1028
Mar 4, 2025
Narcissists destroy everything in their path. Ttump is a perfect example of this type of person.
Narcissists destroy everything in their path. Ttump is a perfect example of this type of person.
Makes psychological/moral judgment about Trump's character as narcissistic and destructive.
@SHIRLEYGiffordCashmanMS
Mar 4, 2025
Trump is the worst dictator in the US history and he is destroying our economy and democracy at the same time…
Trump is the worst dictator in the US history and he is destroying our economy and democracy at the same time…
Characterizes Trump as a dictator (moral/authoritarian critique) while also citing economic and democratic damage.
@robert-dr8569
Mar 4, 2025
Justin you realize this is all Trump wanted? You to get off your butt and be an ally like we need when youre the trade country that is our ally. You stepped up finally, goodjob
Justin you realize this is all Trump wanted? You to get off your butt and be an ally like we need when youre the trade country that is our ally. You stepped up finally, goodjob
Appeals to duty and alliance responsibility ('be an ally like we need'), praising Trudeau for stepping up to meet obligations.
@Brian-Sky
Mar 4, 2025
Kami negara Islam tidak ada masaalah dengan penganut Kristian mengapa negara Kristian menjadi masaalah kepada penganut Islam,itu di namakan ada segelintir orang di negara Kristian tersebut berperangai iblis tidak layak tinggal di bumi ciptaan tuhan.
Kami negara Islam tidak ada masaalah dengan penganut Kristian mengapa negara Kristian menjadi masaalah kepada penganut Islam,itu di namakan ada segelintir orang di negara Kristian tersebut berperangai iblis tidak layak tinggal di bumi ciptaan tuhan.
Written in Malay; argues for religious tolerance and moral principles, suggesting some individuals in Christian nations behave immorally but this doesn't justify discrimination against all Christians.
Moral Argument
0.70
imanmanimanman7667
Sep 18, 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)