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
Unverified Claim
3,221 comments
YEET THE JEET
YEET THE JEET
Slur-based phrase that appears to mock or demean a specific ethnic group, combining offensive language with potential satirical intent.
nightdad777
Mar 3, 2026
Trump administration trying to make Americans refugees is what it looks like
Trump administration trying to make Americans refugees is what it looks like
Makes an unsubstantiated claim that Trump's policies would create American refugees without supporting evidence.
@analoggurl
Mar 4, 2025
Felon US President Trump in gang war in the White House. US constitution allows felony of President and domestic verbal assault. DC Police did nothing as Trump is allowed all kind of crimes.
Felon US President Trump in gang war in the White House. US constitution allows felony of President and domestic verbal assault. DC Police did nothing as Trump is allowed all kind of crimes.
Makes unsubstantiated claims about Trump's criminal conduct and alleged immunity, presented as factual assertions without evidence.
@bobbush5339
Mar 4, 2025
Of course Trumps been played by Putin,is Putin calling in Trumps loans
Of course Trumps been played by Putin,is Putin calling in Trumps loans
Presents unsubstantiated conspiracy theory about Trump being manipulated by Putin and owing him money without evidence.
@rocarroll1533
Mar 4, 2025
Putin despises Canada. Canada has the largest Ukrainian diaspora in the world. Canada supports Ukraine. Trump works for Putin. Buckle up USA! You were warned.
Putin despises Canada. Canada has the largest Ukrainian diaspora in the world. Canada supports Ukraine. Trump works for Putin. Buckle up USA! You were warned.
Makes unsubstantiated claims about Trump's allegiance to Putin and implies geopolitical danger without evidence.
@esoterika2355
Mar 4, 2025
This guy is a lier, im in the mission, and their is drug over dose everyday, they r stopping nothing
This guy is a lier, im in the mission, and their is drug over dose everyday, they r stopping nothing
Makes an unsubstantiated claim that a leader is lying about drug overdose prevention efforts without providing evidence.
@JohnDaultrey
Mar 4, 2025
he must not see all the❄diddle kids on YT and Chris Hanson or like he said it must be ok in their culture i mean Epstein was❄
he must not see all the❄diddle kids on YT and Chris Hanson or like he said it must be ok in their culture i mean Epstein was❄
Makes unsubstantiated claims linking immigration to criminal behavior and cultural practices without evidence.
666Koffinz
Jan 27, 2026
Trump said the tariffs are in place until Canada becomes the fifty first state. Canada and Greenland are just another real estate deal, nothing more to him.
Trump said the tariffs are in place until Canada becomes the fifty first state. Canada and Greenland are just another real estate deal, nothing more to him.
Presents a specific factual claim about Trump's stated position on tariffs and territorial acquisition without evidence, framed as direct quotation.
@dmalcomsmith7075
Mar 4, 2025
Do you really think that Trump doesn’t understand that he is being “played” by Putin?? Seriously? Trump is working for Putin and gets paid to do this.
Do you really think that Trump doesn’t understand that he is being “played” by Putin?? Seriously? Trump is working for Putin and gets paid to do this.
Makes a specific factual claim that Trump is paid by Putin without providing evidence, presented as established fact.
Unverified Claim
0.70
@mmars3
Mar 4, 2025
? sorry but this is fake news we are not divided
? sorry but this is fake news we are not divided
Dismisses the video as 'fake news' and makes a blanket false claim about national division without evidence.
Unverified Claim
0.70
MarisB-o1w
Feb 13, 2026
President Krasnov only wants to collapse the US
President Krasnov only wants to collapse the US
Makes a specific factual claim about a leader's intentions (wanting to collapse the US) without evidence, presented as established fact.
@OPFOR-SQUAD
Mar 4, 2025
The guy on the bike guaranteed on disability himself.
The guy on the bike guaranteed on disability himself.
Makes an unsubstantiated factual claim about someone's disability status based on appearance.
Unverified Claim
0.70
jasongill8242
Jan 27, 2026
Follow the money... Somalia Scam 2.0
Follow the money... Somalia Scam 2.0
Vague conspiracy theory reference ('Follow the money... Somalia Scam 2.0') suggesting fraudulent immigration schemes without evidence.
Unbiased-z8f
Jan 29, 2026
I think the king is trying to hurt America to get back at the Democrats
I think the king is trying to hurt America to get back at the Democrats
Makes a specific factual claim about political motivation without evidence.
Unverified Claim
0.70
@bernardjones5950
Mar 4, 2025
The liberals recognized that professional skilled immigrants tend to vote conservative.
The liberals recognized that professional skilled immigrants tend to vote conservative.
Makes an unsubstantiated conspiratorial claim that immigration policy is motivated by partisan electoral calculations.
richardramfire3971
Feb 17, 2026
I TOLD EVERYONE ON TIKTOK 6 YEARS AGO THAT DONALD TRUMP IS THE ANTICHRIST..BUT ONLY SO MANY LISTENED..LONE ☆
I TOLD EVERYONE ON TIKTOK 6 YEARS AGO THAT DONALD TRUMP IS THE ANTICHRIST..BUT ONLY SO MANY LISTENED..LONE ☆
Makes an unsubstantiated claim about Trump being the Antichrist, framed as a personal prediction shared on social media.
@KavinHepfer
Mar 4, 2025
Trump only attacks America’s allies like a true Russian agent.
Trump only attacks America’s allies like a true Russian agent.
Makes an unsubstantiated claim that Trump acts as a Russian agent without evidence.
@billyrubin3108
Mar 4, 2025
The Republicans stronghold New York against the Justin Toxic weak French Trudeau reduce trade from Quebec French Quebec mafia and 6 Italy mafia families in Quebec and schemes organized crime Montreal Port Quebec smuggling.
The Republicans stronghold New York against the Justin Toxic weak French Trudeau reduce trade from Quebec French Quebec mafia and 6 Italy mafia families in Quebec and schemes organized crime Montreal Port Quebec smuggling.
Makes unsubstantiated claims about organized crime, mafia families, and smuggling in Quebec without evidence, expressing threat-based concerns.
@bff1586
Mar 4, 2025
Trump saved Trudeau‘s votes
Trump saved Trudeau‘s votes
Makes a specific factual claim ('Trump saved Trudeau's votes') without evidence or explanation.
Unverified Claim
0.70
@Zwwiter
Mar 4, 2025
Never ever listen or believe a child sex trafficker
Never ever listen or believe a child sex trafficker
Unsubstantiated accusation against Trudeau of child sex trafficking presented without evidence or context.
Unverified Claim
0.70
@BobBob-rx8eg
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)