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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Unverified Claim
3,221 comments
Trump is the true Manchurian Candidate. The movie and book had nothing on him ?
Trump is the true Manchurian Candidate. The movie and book had nothing on him ?
Makes an unsubstantiated conspiracy claim comparing Trump to a fictional foreign agent, implying hidden control.
@robertspivey4631
Mar 4, 2025
Happy you said what it is. Trump in bed with Putin for personal business.
Happy you said what it is. Trump in bed with Putin for personal business.
Makes an unsubstantiated claim about Trump and Putin's personal business dealings without evidence.
@in2wishinsela217
Mar 4, 2025
The old stock Indians would likely welcome mass deportations of the rabble that flooded Brampton in the last 5 years.
The old stock Indians would likely welcome mass deportations of the rabble that flooded Brampton in the last 5 years.
Makes an unsubstantiated claim about what 'old stock Indians' would support regarding mass deportations without evidence.
ericyuan9718
Sep 19, 2025
Oh come on, you are working together to cause a reset crash.
Oh come on, you are working together to cause a reset crash.
Makes an unsubstantiated conspiracy claim that leaders are collaborating to cause economic collapse without evidence.
Unverified Claim
0.70
@Pepe-pr3tr
Mar 4, 2025
Trump and putin decided to rule the ?
Trump and putin decided to rule the ?
Makes an unsubstantiated conspiratorial claim about Trump and Putin's alleged coordination without evidence.
@sashakumar6507
Mar 4, 2025
Trump sold America for Russia Putin
Trump sold America for Russia Putin
Makes a specific factual accusation (Trump sold America to Russia/Putin) presented without evidence, though framed as a moral indictment.
@frankkyereme7125
Mar 4, 2025
Moscow Agents Grifted Amerikkka ?
Moscow Agents Grifted Amerikkka ?
Asserts an unsubstantiated conspiracy claim about Russian agents without supporting evidence.
@RedGanj
Mar 4, 2025
No you don't u lie
No you don't u lie
Accusation that Trudeau is lying presented without evidence or elaboration.
Unverified Claim
0.70
@STEPHENLICHTEFELD-nz4ht
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
Sorry, but now it is clear that Trump is not played by Putin, he is Putin's agent. He was talking about the danger from inside. He was mocking all Americans, because he is the danger. …
Sorry, but now it is clear that Trump is not played by Putin, he is Putin's agent. He was talking about the danger from inside. He was mocking all Americans, because he is the danger. Vance tried this with Europe in Munich. Guess what, Europeans looked at him as he was drunk.
Makes unsubstantiated claims about Trump being Putin's agent and references unverified incidents.
@mihaidraghici8213
Mar 4, 2025
Everyone from other countries uses Canada as a trampoline.
Everyone from other countries uses Canada as a trampoline.
Makes a generalized factual claim about immigrants using Canada without evidence or specifics.
@RyanRoss-w5k
Mar 5, 2025
Dump is destroying USA at the direction of Putin. Putin puppet is winning and America is losing!
Dump is destroying USA at the direction of Putin. Putin puppet is winning and America is losing!
Makes unsubstantiated claims about Trump being a Putin puppet without evidence, framed as conspiracy theory.
@monicalillich8503
Mar 4, 2025
Most numbers are from India...MOST MONEY BROUGHT IN FROM INDIA...MOST non compliant also will be from INDIA... STOP SENSATIONALIZING and turning people against us
Most numbers are from India...MOST MONEY BROUGHT IN FROM INDIA...MOST non compliant also will be from INDIA...
STOP SENSATIONALIZING and turning people against us
Asserts unsubstantiated claims about Indian immigrants' financial contributions and non-compliance rates, while urging against sensationalism.
Mandeep_D
Sep 27, 2025
These Tarrifs are Part of Putin's attack on the West, carried out by his chief operative. Thats' the only way it makes sense! Scrap these border investments, there is no problem to solve, and Canada …
These Tarrifs are Part of Putin's attack on the West, carried out by his chief operative. Thats' the only way it makes sense! Scrap these border investments, there is no problem to solve, and Canada can better use the money now!
Makes an unsubstantiated conspiracy claim linking tariffs to Putin while critiquing border investment policy.
@johnadey3696
Mar 5, 2025
Let’s be honest.. BLACKROCK owns two floors of realestate in central Sydney…so there is some connections.. Not that either are beautiful.. Australia does not need Globalism.. Australia needs to enjoy their Country. Is that a …
Let’s be honest.. BLACKROCK owns two floors of realestate in central Sydney…so there is some connections.. Not that either are beautiful.. Australia does not need Globalism.. Australia needs to enjoy their Country. Is that a bad thing ???? if other Countries cannot get thier countries together.. You need to work harder.. and not have so many of your people leave
Makes unsubstantiated claims about BlackRock's real estate holdings and globalist connections while critiquing globalism generally.
@robrichardson1284
Mar 5, 2025
As I understand it all the precursors to Fentanyl come from China. Hey Donald, doesn't your pal Putin have some connections over there?
As I understand it all the precursors to Fentanyl come from China. Hey Donald, doesn't your pal Putin have some connections over there?
Makes unsubstantiated claim about fentanyl precursors sourcing while sarcastically questioning Trump's geopolitical awareness.
@BootsDanielewski
Mar 5, 2025
This is what happens when a convicted criminal is president and South African slave owner run the country.
This is what happens when a convicted criminal is president and South African slave owner run the country.
Makes unsubstantiated claims about criminal status and ownership/control of government without evidence.
@rbutch950
Mar 4, 2025
MAGA is a cult, and it's leader is a Russian puppet
MAGA is a cult, and it's leader is a Russian puppet
Makes specific factual claim that MAGA is a cult and Trump is a Russian puppet without evidence, presented as assertion.
@zimti7390
Mar 5, 2025
She is unfit and mentally ill to serve in the United States Armed Forces facts. Don’t care about your feelings.
She is unfit and mentally ill to serve in the United States Armed Forces facts. Don’t care about your feelings.
Makes an unsubstantiated factual claim about someone's mental fitness without evidence, presented as definitive fact.
Unverified Claim
0.70
@edwardbaker192
Mar 5, 2025
Fahran jaana hai, gandh machaiyenge udhar jaise india me karte the.
Fahran jaana hai, gandh machaiyenge udhar jaise india me karte the.
Makes an unsubstantiated claim in Hindi/Urdu that immigrants will cause disruption, without evidence.
@theslayer794
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)