EmoClass
stringclasses
10 values
EmoAct
float64
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7
EmoVal
float64
1
7
EmoDom
float64
1
7
SpkrID
int64
1
3.33k
Gender
stringclasses
2 values
Split_Set
stringclasses
2 values
transcript
stringlengths
1
353
emotion2vec_features
listlengths
1
1
N
4
3.6
4
1,927
Female
Development
and are being enacted in large part...
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S
3.4
2.8
4.4
1,918
Male
Development
the problems with them could be everything from people.
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N
3.4
3.2
4
1,918
Male
Development
if you dropped an absentee ballot in this mailbox-
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N
4
3.6
4.2
1,918
Male
Development
with drop boxes, as long as they're-
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N
3.666667
3.5
4.333333
1,927
Female
Development
if there has been no proven problem with that method of voting.
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H
4
5.4
4.2
1,927
Female
Development
thank you and thank you for daning to pronounce my last name, which i know is a mouthful. so i appreciate that.
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A
4.4
3
4.6
1,918
Male
Development
so they could have voted the ballot and there was only one person who was caught.
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O
4.4
2.8
4.8
2,493
Female
Train
the patient might decide that patient's no longer a legitimate pain patient. that patient is an abuser, might cut them off of opioids. an awful thing to do to someone dependent on opioids. no one should ever...
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N
3.6
3.8
4.6
2,493
Female
Train
now today, most deaths from opioids are due to fentanyl and street drugs. however, many users of heroin and fentanyl started out with prescription opioids.
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X
5
3.8
4.8
2,493
Female
Train
promotes the drugs. we've done a lot of research on that. in conclusion, opioids are the main driver of overdose deaths in the united states.
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N
3.4
3
4.4
2,493
Female
Train
people who overdosed on street opioids started their habit with opioids prescribed by their physicians.
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S
4
2.2
5.4
2,493
Female
Train
many doctors meaning no harm, inadvertently addicted patients to opioids. we would not have this crisis of opioid addiction and death we have today-
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N
4.4
3.2
4.6
2,494
Male
Train
when overdose death were mainly associated with minority...
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A
5
2.4
5.2
2,494
Male
Train
they were immoral and made bad choices. when white middle class people became more prominent among the overdose death nu...
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X
4.2
3.6
4.8
2,494
Male
Train
but as a medical doctor, i trust she would agree. there are always robust debates among clinicians-
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A
5.2
3
5.4
2,494
Male
Train
when i discussed this issue in 2018, the cdc reported roughly 47,000 opioid-related overdose deaths...
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A
4.6
3.2
5.2
2,494
Male
Train
and a prescription opioid dispensing rate of just over 51 per hundred persons...
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A
5
2.4
5.2
2,494
Male
Train
and 66% of opioid-related overdose deaths that year involved illicit fentanyl.
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N
4.6
3.8
5
2,494
Male
Train
national institute on drug abuse director charles schuster stated quote-
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A
4.4
2.8
5.6
2,494
Male
Train
"drugs are rarely abused for medical purposes. thousands of patients suffer needlessly." close quote. that's 1993.
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N
5.2
3
5.2
2,494
Male
Train
dependence refers to the body's adaptation to a drug such that abrupt cessation can cause withdrawal symptoms...
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A
5.6
2.8
5.8
2,494
Male
Train
but the behaviors as well, such as gambling addiction, shopping addiction, sex addiction...
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X
5.4
2.4
5.2
2,494
Male
Train
who are exposed to opioids, even among those pre-existing vulnerabilities, closed quote.
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N
4.2
3.2
5
2,494
Male
Train
pain patients is very uncommon. according to the debate's resolution, overprescribing opioids caused an epidemic of opioid addiction, which in turn caused the overdose crisis.
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N
5
3.2
5.4
2,494
Male
Train
this slide breaks down the trend by specific drugs. the blue line represents prescription pain pills. the green line is cocaine. the orange line at the bottom is heroin.
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N
5.6
3
5.2
2,494
Male
Train
that an epidemic would require the essentially flat line that shorts the percentage of adults with addiction to prescription drugs.
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X
4.6
4.2
5.2
2,494
Male
Train
let me share just a few more important facts with the audience.
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N
5
3
5.4
2,494
Male
Train
the overwhelming majority of drug overdose deaths have been what so-called polydrug deaths.
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A
5.2
2.6
5.6
2,494
Male
Train
doctors are not prescribing polydrug cocktails. we're not prescribing to our patients...
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H
4.6
4.2
4.8
2,494
Male
Train
coke, opioids plus cocaine, plus meth plus alcohol.
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N
5.2
4
4.8
2,494
Male
Train
is also something that economists call the iron law of prohibition
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A
4.8
2.4
4.8
2,494
Male
Train
the iron law explains why cannabis has become more potent over the years and why crack cocaine was even developed.
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A
6
2.4
5.8
2,494
Male
Train
but we do know that in the late 1990s and early 2000s, as opioids became more liberally prescribed, more prescription opioids were diverted into the black market for nonmedical use.
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A
4.6
3.4
5
2,494
Male
Train
as the blame for the overdose crisis shifted to opioid prescribing, prescribing rates came way down.
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N
4.6
4
5.4
2,494
Male
Train
as a result, nonmedical users shifted to the next best thing.
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A
4.6
3.2
5.2
2,494
Male
Train
this slide shows cdc data through 2016 before fentanyl became predominant.
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N
4.6
4
4.6
2,494
Male
Train
notice how as prescriptions come down, overdoses go up. to be accurate, by the way, research from uc san francisco suggests that most non-medical opioid users-
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N
5
3.6
5
2,494
Male
Train
this next slide's from the cdc, at the end of 2020, there were 93,000...
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A
5.8
2.4
6
2,494
Male
Train
and by that time, fentanyl was involved in 83% of overdose deaths.
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A
5
2.6
5.4
2,494
Male
Train
and pain patients are the collateral damage in this misguided war on opioids.
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A
4.8
2.6
5.2
2,494
Male
Train
blaming the overdose rate on bad behavior, careless choices, devilish doctors or corrupt chemical companies.
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N
4.8
3.6
4.4
2,493
Female
Train
the risk of death. so certain drugs like benzodiazepines when combined with opioids increase the risk of death. however, benzodiazepines on their own have a-
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H
4.2
4
5
2,493
Female
Train
higher doses of opioids. you may not have those same negative consequences, but you're still addicted.
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S
4.8
2.6
4.8
2,493
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Train
has become laced with fentanyl. it's become highly dangerous.
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X
4
3
4.2
2,493
Female
Train
for the illicit opioid products have become extremely dangerous. that's what's killing people.
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X
4.6
3.4
5.2
2,493
Female
Train
... since from 2018, but methamphetamine use rose a half a percent-
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N
4
4
4.2
2,494
Male
Train
has shown that opioid prescribing peaked in the year 2012 and total opioid use in 2014 was less.
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N
4.4
4.4
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Male
Train
but another thing that differentiates them from us, even though like us-
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X
4.6
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Male
Train
2015, where in the massachusetts department of health and boston university, they used-
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X
4.8
3.2
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Male
Train
are being given things like tylenol, which...
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A
6
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5.8
1,918
Male
Development
excuse me, speak into the mic, sir!
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S
3.8
3
4.2
2,495
Female
Train
what happened was there was unfortunately just another shooting.
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S
3.6
3.2
4.2
2,495
Female
Train
there's a direct line between trump saying these things.
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A
4.8
2.8
4.2
2,495
Female
Train
one hate incident is enough, but now you have 38...
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S
3.2
2.6
3.4
2,495
Female
Train
these flames and getting asian-americans to think that people are out to get them.
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N
4.2
3.6
3.8
2,495
Female
Train
you're walking in the supermarket and somebody gives you a stare. you might log that as a-
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X
3.8
3
4
2,495
Female
Train
shunning incident or this hostess at a restaurant didn't want to serve me,.
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N
3.6
3.6
4.4
2,495
Female
Train
it could be for any reason, but there's a bit of confirmation bias going on now because you're actually looking for it.
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S
3.6
2.6
5.2
2,495
Female
Train
but we saw none of that. and by october, you had the united nations writing a report.
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X
4.2
2.4
4
2,495
Female
Train
asian-american hate crimes have increased, blah, blah, blah. and this comes on the heels of donald trump's rhetoric.
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X
3.4
3.8
3.8
2,495
Female
Train
principles and values, and we kind of instinctively get what it means to be american.
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N
4
3
4.4
2,495
Female
Train
it's a fiction and it's really meaningless as a category.
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H
5.2
4.6
4.2
2,495
Female
Train
talk back to the professor? you mean this is a discussion?
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S
3.2
3
4.2
2,495
Female
Train
it's a very big undertaking, and the fact that-
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N
3.8
3.4
4.2
2,495
Female
Train
on the books, part of the law that...
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S
4
3.6
4.4
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Male
Train
saying hateful things or the potential impact of language.
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A
4.8
3.2
5.4
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Male
Train
what's interesting is that it wasn't just some sign that some rogue police officer had sketched up and put up. it was a digital billboard that obviously there'd be meetings, discussions.
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H
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Train
and if they read the crucible as well, we'd probably be in a much better-
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F
4.8
3
4
2,496
Male
Train
so it was the opposite of what he had meant. and that, i'm afraid that kind of-
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A
4.8
3
4.8
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Male
Train
authorization cannot be, i mean, that cannot be anything other than deliberate-
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C
4.2
3.6
4.6
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Male
Train
his fellowship. none of it would matter. it would just be people bleating on the internet, which is what it should be.
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X
4.8
3.2
5
2,496
Male
Train
so the problem really is that people are just, they don't have the guts to stand up to these bullies. and that's the problem because it's an intimidatory tactic. that's why you only need two or three-
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S
4.6
2.6
4.8
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Male
Train
they started treating her a dangerous dog, because if you said the wrong thing, they would go for you in this vicious way. and that's unfortunately what's happening.
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N
5
3.4
5
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Male
Train
they are a law unto themselves. yes, they are absolutely saying that, but no one else is. no one is saying that the problem with...
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X
3.6
2.6
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Male
Train
because a lot of them are very, very sick of it. i'd say a preponderance actually.
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N
3
4
4.6
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Male
Train
... that certain fundamental liberties are worth dispensing with-
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S
3.8
2.6
5.2
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Male
Train
unfortunately, that analysis is incorrect. it isn't true. it is people buying into this illusory perception.
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N
4.8
4
4
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Male
Train
hugely reduced. yes, exactly to the point where...
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N
4.8
4.4
4.4
2,496
Male
Train
yeah, maybe it's to do with the monetary incentive. maybe it's to do with power. maybe it's to do with having some sway in society.
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A
4.8
2.2
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Male
Train
seeing nazis in every shadow, seeing homophobes and sexist and racism, that's your...
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X
4.2
2.8
4.4
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Male
Train
for people who have bought into this mass delusion. i really do. but the delusion is what it is.
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X
5
3.8
5
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Male
Train
but as soon as they're there, right? which they will be, right inevitably. because that's the downside of free speech. is you're going to hear some horrible things. but once they're there, then they're...
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A
5.2
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Train
i'll just block those people. i do it all the time. if someone comes on my twitter feed and says something pro-nazi, i just block them. i do it straight away and then i don't ever have to hear from them again. so-
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X
3.8
2.8
4.4
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Male
Train
i see these people, i think you've never, ever questioned any of your own views. it's never occurred to you that you might be wrong.
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X
4.4
3.4
4.2
2,496
Male
Train
and don't just read a book and think it's right. you hear this constant refrain of-
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N
4.8
4
4
2,496
Male
Train
i understand it's a kind of precursor of dangerous minds. is that right?yeah.
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S
3.2
3
3.8
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Male
Train
he knew it very well. hong kong was not safe.
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S
3
2.8
3.4
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Male
Train
he knew that he is in danger, but he chose to stay.
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S
2.6
3.6
4.2
2,497
Male
Train
into defending hong kong, giving hong kong a voice.
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N
2.4
4.6
3.8
2,497
Male
Train
but having the apps on the phone was kind of a symbol, reminding them what it was once like. we started-
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N
2.8
3.6
3.8
2,497
Male
Train
china is a totalitarian nation.
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N
3.2
3.2
3.8
2,497
Male
Train
that was a very narrow window, a narrow corridor for reform.
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N
3
3.6
3.4
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Male
Train
so what happened after the eighties was-
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S
3.4
2.8
4.8
2,497
Male
Train
it's because they don't have any other choices.
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N
2.8
3.8
3.6
2,497
Male
Train
think about what china looked at-
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X
4.8
4.2
4.8
1,930
Female
Development
i mean, as an artist and... well as a musician and as an artist, and as a cultural icon, like we've already hinted at, i think it's...
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S
5.2
3.6
5
3,118
Female
Development
it's hard because the kanye i know and love, or the yee that i know and love-
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N
4.6
4.4
4.6
1,930
Female
Development
and that's kind of what i, he's like always stuck.
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A
4.8
2.8
4.8
2,498
Male
Train
drove because think about this me, imagine me not being able to say what i wanted.
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N
4.6
3.8
4.8
1,930
Female
Development
turn of events as i think people seem to be very surprised in 2018. this is someone who's very much tries to fight the narrative, he's been in the spotlight his whole life.
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