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
That guy who said we have down syndrome from subsahara is wrong. Provably himself is failed in life and that brings in hurt
That guy who said we have down syndrome from subsahara is wrong. Provably himself is failed in life and that brings in hurt
Defends a group against dehumanizing claims, appealing to human dignity and rejecting discriminatory stereotypes.
newtonbusani
Jan 28, 2026
Africans don't have low iq...when Africans were building cities white people were still living in caves...😂😂
Africans don't have low iq...when Africans were building cities white people were still living in caves...😂😂
Defends African intellectual capacity against racist stereotypes using historical counter-argument, with humorous tone.
JD-yp2od
Feb 26, 2026
It doesn't make sense it's disgusting and shameful!
It doesn't make sense it's disgusting and shameful!
Expresses moral disapproval using terms like 'disgusting' and 'shameful' without specifying the target, appealing to ethical judgment.
Moral Argument
0.70
@angelaclowney8382
Mar 4, 2025
That's fuck up now.
That's fuck up now.
Brief expression of moral disapproval about a situation, though context is vague.
Moral Argument
0.70
xdragon8867
Sep 19, 2025
Hey you POS his name to YOU is \nMR PRESIDENT \nAnd you are the LIAR and it will be proven a FACT!\nYour country WILL suffer far more greatly than the US ever will!\nHe gave you …
Hey you POS his name to YOU is \nMR PRESIDENT \nAnd you are the LIAR and it will be proven a FACT!\nYour country WILL suffer far more greatly than the US ever will!\nHe gave you a chance to Stop the drugs and illegal crossings.
Accusation of dishonesty and appeal to moral judgment, with implicit call for accountability regarding border and drug policy.
@jacktherver
Mar 4, 2025
A real leader
A real leader
Brief praise for leadership qualities, appealing to virtue and character.
Moral Argument
0.70
@91-y4g
Mar 4, 2025
Good to know the “ True” face of Canadians….😢esp. the Man holding the bicycles. I shud repoert on wat he said… ???😢😢Canadian GOVT.
Good to know the “ True” face of Canadians….😢esp. the Man holding the bicycles. I shud repoert on wat he said… ???😢😢Canadian GOVT.
Criticizes perceived Canadian hostility toward immigrants as morally wrong while suggesting reporting action, blending ethical concern with activism.
smitharaghavan-t2z
Jan 29, 2026
INDIANS😮 BUILD YOUR HOMES WHERE YOU LIVE. 😮STOP BEING RACIST 😮
INDIANS😮 BUILD YOUR HOMES WHERE YOU LIVE. 😮STOP BEING RACIST 😮
Calls out perceived racism while making identity-based assertions about where people should build homes.
khananwar5014
Sep 15, 2025
Just one note it was going to be a GOLDEN AGE FOR ONE PERSON AND HIS RICHEST BILLIONAIRE FRIENDS AS THEY SCREWED THE REST OF THE AMERICAS AND OUR FRIENDS TO THE NORTH SND SOUTH …
Just one note it was going to be a GOLDEN AGE FOR ONE PERSON AND HIS RICHEST BILLIONAIRE FRIENDS AS THEY SCREWED THE REST OF THE AMERICAS AND OUR FRIENDS TO THE NORTH SND SOUTH .
Critiques Trump's policies as benefiting the wealthy while harming others, combining moral judgment with economic concern.
@kathyhathaway8823
Mar 4, 2025
You are completely right. Trump is Putin's whore.
You are completely right. Trump is Putin's whore.
Makes moral judgment about Trump's character and international relationships using inflammatory language.
Moral Argument
0.70
@RllngThndr
Mar 5, 2025
Trump is now behind Putin. Everything else is nothing to him. Business is everything. He should understand that he was saved from death by God. Donald Trump is not above God.
Trump is now behind Putin. Everything else is nothing to him. Business is everything. He should understand that he was saved from death by God. Donald Trump is not above God.
Makes unverified claim about Trump-Putin relationship while invoking religious/moral authority to critique Trump's character and priorities.
@DrSharuMaria
Mar 4, 2025
Isn't Homo sapiens originated from AFRICA?? Where are you from? Mars?
Isn't Homo sapiens originated from AFRICA??
Where are you from? Mars?
Rhetorical challenge questioning the commenter's origin claims, implying all humans share African ancestry and thus no one has exclusive claim to belonging.
muchmore9797
Jan 29, 2026
We will see by their fruits
We will see by their fruits
Biblical reference ('by their fruits') used as a moral judgment framework for evaluating Trump's character and actions.
Moral Argument
0.70
@poliklolik
Mar 5, 2025
My favourite part was the probably 'queer' atheist white blob saying he is fearful of Muslims as if there is something to fear in Islam. He doesnt know he needs the light of Islam in …
My favourite part was the probably 'queer' atheist white blob saying he is fearful of Muslims as if there is something to fear in Islam. He doesnt know he needs the light of Islam in his dark dark life. If we see white people doing bad things we dont blame it on christianity. Its the same for others. Their bad actions are not endorsed by their religion. If you knew even just a little about what their religion teaches. Im not indian. Or a white queer atheist block of fat.
Defends Islam and religious tolerance using fairness arguments, while also making identity-based critiques of other groups.
ilhem7532
Feb 26, 2026
Trump doesn't understand a speech like this!! He is basic!
Trump doesn't understand a speech like this!! He is basic!
Character critique suggesting Trump lacks intellectual capacity to understand sophisticated political speech.
Moral Argument
0.70
@fredsoncsilva
Mar 4, 2025
I'm starting to like trudeau now, he's doing a good job
I'm starting to like trudeau now, he's doing a good job
Personal opinion endorsing Trudeau's performance, framed as positive judgment of leadership quality.
Moral Argument
0.70
@Ejoel07
Mar 4, 2025
That our Dam Pr Tramp fight with good friends and allies like best neighbor Canada
That our Dam Pr Tramp fight with good friends and allies like best neighbor Canada
Criticizes Trump for conflict with allies, appealing to principles of friendship and neighborly conduct between nations.
@nessnur8160
Mar 4, 2025
Trump has destroyed trust in US allies, and it can ont be repaired easy. Trust can be destroyed in minutes, but it takes many years, maybe decades, before it can be gained again. It affects …
Trump has destroyed trust in US allies, and it can ont be repaired easy. Trust can be destroyed in minutes, but it takes many years, maybe decades, before it can be gained again. It affects not only what US experiences right now with Canada and Mexico. Be sure that even Taiwan Australia and all other Asian allies are questioning right now if USA can be trusted. Imagine, Trumps breaks a treaty with Canada and Mexico which he personally has established in his first presidency and sold to his people as the greatest deal that has ever been archieved. Tells you a lot about US credebility. Trump is right now destroing world order which has been established mainly by USA after WW2.\nI heared, that there are rumors, that Trump might be a Russian KGB agent since 1987. I don't know if that is true, but it would explain a lot of why Trump is acting as he does - it is not in the interest of USA, pressurizing/blackmailing/offending/humiliating US allies and destroying US and foreign economies. This is practically enacting a wishlist of foreign dictators like Putin and Xi Chin Ping.\nIt certainly will not make America great again, but poorer, weaker and internationally isolated. it will be US people that will suffer the most.
Primarily argues that political actions undermine trust and international order on ethical grounds, though includes unverified conspiracy speculation about KGB connections.
@KurtStiegler
Mar 5, 2025
All because people don’t want to be called racist .
All because people don’t want to be called racist .
Suggests that political correctness and fear of racism accusations drive immigration policy, framing it as a moral/ethical failure.
Thegrassman284
Feb 24, 2026
putin terorist kiler
putin terorist kiler
Makes a moral condemnation of a foreign leader using strong ethical language (terrorist, killer).
Moral Argument
0.70
@hovakimmomjian7637
Mar 5, 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)