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
These two loonies zelen and trud are puppets of the islamic brotherhood they want the major powers to go to war and fight .then islam wins.wake up
These two loonies zelen and trud are puppets of the islamic brotherhood they want the major powers to go to war and fight .then islam wins.wake up
Makes unfounded conspiracy claims about political leaders being puppets of the Islamic Brotherhood and orchestrating war.
@Abcdefg-m2n
Mar 4, 2025
Donnie has the orders from Moscow.
Donnie has the orders from Moscow.
Makes a specific factual claim that Trump receives orders from Moscow without providing evidence.
Unverified Claim
0.80
@Dusan56
Mar 4, 2025
Don’t be surprised Trump is trying to force his allies into a position where he will ‘claim’ they’re a danger to the US, so he can convince he owned and controlled political party and goons …
Don’t be surprised Trump is trying to force his allies into a position where he will ‘claim’ they’re a danger to the US, so he can convince he owned and controlled political party and goons to ‘defend ‘ America and justify a war on those countries to gain control of their territories :(
Presents a specific conspiratorial claim about Trump's alleged strategy to manufacture justifications for war without evidence, combined with threat framing.
@roylidstone3678
Mar 4, 2025
I guess we have to get used to living with rapist and child molesters getting whatever they want. Since Trump literally got the sex offender brothers in the country so they skip out on justice …
I guess we have to get used to living with rapist and child molesters getting whatever they want. Since Trump literally got the sex offender brothers in the country so they skip out on justice just like Donnie got to do. That's the country we live in. A country where literally rapist and child molesters are granted safe passage and decent people with integrity are talked to like criminals. It's absolutely shameful to be an American
Makes specific factual claims about Trump granting safe passage to sex offenders without evidence, presented as fact.
@AntisocialAtheist1
Mar 4, 2025
Trump seems to be an agent provocateur for Russia. Becomes more obvious each day.
Trump seems to be an agent provocateur for Russia. Becomes more obvious each day.
Presents a specific factual claim (Trump is a Russian agent) without evidence or substantiation.
Unverified Claim
0.80
@steveblake4187
Mar 4, 2025
F...... zalenski and ukraine , u letting fentanol through u borders ,trudea u a dictator
F...... zalenski and ukraine , u letting fentanol through u borders ,trudea u a dictator
Makes specific factual claims about fentanyl crossing borders and Trudeau being a dictator without evidence.
@craiglappin6987
Mar 4, 2025
*Krosnov Trump* is completing his mission for Putin.
*Krosnov Trump* is completing his mission for Putin.
Makes a specific factual claim about Trump completing a mission for Putin without evidence, characteristic of conspiracy theory framing.
Unverified Claim
0.80
@skabadabadam5015
Mar 4, 2025
Trudea more a dictator than puton
Trudea more a dictator than puton
Commenter makes an unsubstantiated factual claim comparing Trudeau to Putin without evidence or elaboration.
@craiglappin6987
Mar 4, 2025
This Trudeau allow CHINESE POLICE STATIONS IN CANADA. FROZE OIR BANK ACCOUNTS FOR PROTESTS. HES BEEN IN BED WITH CHINA FOR 10 YEARS
This Trudeau allow CHINESE POLICE STATIONS IN CANADA. FROZE OIR BANK ACCOUNTS FOR PROTESTS. HES BEEN IN BED WITH CHINA FOR 10 YEARS
Makes multiple specific factual claims (Chinese police stations, frozen accounts, decade-long relationship) without evidence, combined with alarmist framing.
@danv2932
Mar 4, 2025
Russia definitely have something over Trump and I'm guessing tis *CHILDREN*. UNDERAGE GIRLS AND/OR BOYS! What else could it be . . . ???
Russia definitely have something over Trump and I'm guessing tis *CHILDREN*. UNDERAGE GIRLS AND/OR BOYS! What else could it be . . . ???
Presents unsubstantiated conspiracy theory claiming Russia has compromising material on Trump involving minors.
@lisacz6607
Mar 4, 2025
Russia owns Trump don't forget it
Russia owns Trump don't forget it
Commenter makes an unsubstantiated claim about Russian control over Trump without evidence, framing it as a factual assertion.
@robdunham7859
Mar 4, 2025
tRump is Vladimir’s puppet
tRump is Vladimir’s puppet
Makes a specific factual assertion (Trump is Putin's puppet) presented without evidence, a common conspiracy theory claim.
Unverified Claim
0.80
@anc2242
Mar 4, 2025
All those secret phone calls Trump has had with Putin. What the heck have they been talking about? I think they’ve come up with a plan to divide the world between three empires - an …
All those secret phone calls Trump has had with Putin. What the heck have they been talking about? I think they’ve come up with a plan to divide the world between three empires - an American empire, a Russian empire, and a Chinese empire. Trump gave it away when he accused Zelenskyy of potentially starting WW3 if he doesn’t give Russia what it wants. \n\nWe’ve already had several threats from Putin that he’d use nuclear weapons to protect Russia if other countries ally with Ukraine and send their own military to assist Ukrainians. Trump once again proves he’s a Russian asset as he parrots Putin’s threats. \n\nAlso, prepare yourself for the China-Taiwan war. Putin and Trump will stand down their navies.
Presents multiple unsubstantiated conspiracy theories about secret Trump-Putin dealings and alleged plans to divide world empires without evidence.
@donskuse2194
Mar 4, 2025
A large portion of Americans do NOT agree with Trump and we love our brothers to the North. Russia owns Trump because he has been a Russian spy for 35 years and Russia has all …
A large portion of Americans do NOT agree with Trump and we love our brothers to the North. Russia owns Trump because he has been a Russian spy for 35 years and Russia has all of the proof and they will use it against him if he doesn't make good this time around.
Makes unsubstantiated conspiracy claim that Russia owns Trump and has 35-year spy evidence, framed within solidarity messaging.
@josamaroo
Mar 4, 2025
there is no point in speaking to donald trump as if he is an american who cares about america. he doesnt. he is bought and paid for by russia and only works for THEM not …
there is no point in speaking to donald trump as if he is an american who cares about america. he doesnt. he is bought and paid for by russia and only works for THEM not us. hes a traitor and a disgrace
Makes specific factual claims about Trump being 'bought and paid for by Russia' without evidence, presented as conspiracy assertion.
@ZeriBlackheart
Mar 4, 2025
Donald is not a smart guy. Do not flatter him. He is a russian asset and Putin will lose the war if Donald does not fuck up Amerika and Ukraine fast. You guys try to …
Donald is not a smart guy. Do not flatter him. He is a russian asset and Putin will lose the war if Donald does not fuck up Amerika and Ukraine fast. You guys try to reason with a russian asset and megalomaniac that wants to have a third term. Wake up and understand. This is a new world where diplomacy with US and Russia does not work. It stalls.
Makes unsubstantiated claims about Trump being a Russian asset and Putin's influence without evidence, combined with alarmist framing.
@matkany
Mar 4, 2025
This is stupid and only makes sense when you realize the Kremlin is in charge of U.S. policy.
This is stupid and only makes sense when you realize the Kremlin is in charge of U.S. policy.
Presents a conspiracy theory that 'the Kremlin is in charge of U.S. policy' without evidence.
Unverified Claim
0.80
@hankstalica1922
Mar 4, 2025
To the “pundits “ - Why are you, media, not reporting on the amounts of FENTANYL that IS PRODUCED IN AMERICA? Or why aren’t you reporting that besides bourbon, Tennessee ALSO AND KENTUCKY ARE TH3 …
To the “pundits “ - Why are you, media, not reporting on the amounts of FENTANYL that IS PRODUCED IN AMERICA? Or why aren’t you reporting that besides bourbon, Tennessee ALSO AND KENTUCKY ARE TH3 LARGEST METH DRUG PRODUCERS? Your COLLAPSING YOUR OWN COUNTRY!
Makes specific factual claims about drug production statistics without evidence and accuses media of selective reporting.
@juanvillarreal4054
Mar 4, 2025
Trudeau ? Man who brought WW2 Nazi Ukrainian monster into Canadian parliament, and saluted him ?
Trudeau ? Man who brought WW2 Nazi Ukrainian monster into Canadian parliament, and saluted him ?
Makes specific factual claim about Trudeau's actions regarding Nazi Ukrainian figure without evidence.
@nikolaandrich2980
Mar 4, 2025
Donald Trump is very strategically crashing the market so that he and his buddies can make trillions of dollars!!!! he did the same thing last time with tariffs on steel !!! nothing new under the …
Donald Trump is very strategically crashing the market so that he and his buddies can make trillions of dollars!!!! he did the same thing last time with tariffs on steel !!! nothing new under the sun it s all planned
Presents a conspiracy theory about deliberate market manipulation for profit without evidence.
@IAMNURSEHEALTH
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)