EmoClass
stringclasses
10 values
EmoAct
float64
1
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
H
3.4
3.4
3.4
1,411
Female
Train
... so i think there were these moments that-
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A
5.833333
2.333333
6.333333
1,411
Female
Train
... sort of help us see the ways in which these access to culture is so crucial and so important. and that's why we care about the public domain. it's not like, oh, we hate cops-
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S
1.5
3.5
1.666667
1,411
Female
Train
... i really hope that other archive students kind of take that message to heart because one of the saddest things in our world is when museums will-
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X
3.8
4.4
4
1,610
Male
Train
guys, thanks so much for taking the time to have this discussion. i mean, the event on friday was really fun. i'm really glad that i was able to-
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H
6.2
5.8
6.2
1,411
Female
Train
... i was done. things are up and available, you can find them on the archive, our youtube channel will have the whole livestream.yeah.
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N
3.6
3.6
3.4
1,333
Female
Train
emma, you want to take that one?oh, sure. so-
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N
3.4
3.4
3.8
1,333
Female
Train
... [inaudible 00:08:53] that kind of might aid in the commission of a terrorist attack, think bomb making materials or instructions on how to drive a truck into-
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H
3.4
3.8
3.4
1,333
Female
Train
... eu passed back in 2017 that has at this point only been implemented into law in about half of the member states of the eu, which means-
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A
5.666667
1.5
5.5
1,333
Female
Train
... ahead of a sort of quasi court order in which no court has been involved, you get just a sort of a notification from law enforcement that they've found material-
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N
3.8
3.4
3.6
1,333
Female
Train
... called on to be applied to this speech is the privately developed terms of service of the platform. so this kind of process really has this blurring of that line between-
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N
3.6
3.4
3.4
1,333
Female
Train
... filtering and either scanning all of the material that is uploaded or reviewing it by hand, which is frankly impossible-
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A
6.2
1.6
6.8
1,333
Female
Train
use some kind of filtering mechanism and potentially even saying, "no, you have to use this particular sort of filter or this particular kind of proactive measure."
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N
3.2
3.4
3.4
1,409
Female
Train
in a number of ways. one way is by having these competent authorities, who might be local police, be the ones to decide what has to come down.
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N
1.2
3.2
1.8
1,409
Female
Train
and the platforms, if they think that it's an illegitimate use of power or that there's a free expression reason not to take it down, they can challenge that, but only later. they have to take it down.
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A
5.666667
1.666667
5.833333
1,409
Female
Train
the internet were sort of useless at best and dangerous at worst. so i think there are a lot of, and i can go into why that is if that's useful, but the...
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N
3.4
3.8
3.6
1,333
Female
Train
one of the other justifications that we hear, sounds a little bit like the kind of going dark concern, that we'll also hear a lot in us debates about law enforcement not...
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N
3.6
3.8
3.8
1,333
Female
Train
filtering to keep material off of their platforms.
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A
6
1.6
6.2
1,333
Female
Train
that the activity goes to other services. one of the big... and it's harder to track when it's happening, certainly on private encrypted messaging services, but even just when it's kind of...
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N
3.4
3.6
3.6
1,333
Female
Train
spread out and distributed across lots of little services, or much smaller services across the web. one of the explicit arguments that we hear from...
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H
3.4
3.6
3.4
1,333
Female
Train
orders and referrals and proactive measures to be something that can be ordered to a justpaste.it, or another kind of small platform that suddenly becomes...
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N
3.4
4
3.6
1,333
Female
Train
action around that terrorist content regulation from some of the other talks around tech regulation, where it's very much a focus on the biggest of the big platforms. and can we just restrict.
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N
3.4
3.6
3.4
1,333
Female
Train
a regulation to google and facebook kind of talk? that is really not... that's very much at cross purposes with what i think the commission is trying to accomplish here, which is.
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A
6.2
1.2
6.4
1,333
Female
Train
very much a whole of internet, or at least whole of content hosting sort of approach.it's striking how many times the word all...
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U
5.6
5.4
5
1,409
Female
Train
appears in the conditions draft. we want to reach all of the hosts and they want to reach jurisdictionally, anybody who offers services in the eu.
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N
3.6
3.4
3.2
1,409
Female
Train
make use of the content that is sort of open source intelligence.which is definitely something that some people in law enforcement think is the right approach...
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N
3.4
3.8
3.4
1,409
Female
Train
i mean, it's relatively rare that this is out in the public, but every now and then you'll see conflict between one law enforcement agency saying, take this down...
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H
3.4
3.6
3.4
1,409
Female
Train
and another saying, hey, wait a minute. we're trying to monitor those guys. don't take it down. and that's one of these empirical questions about security and what approach is going to make everybody safe.
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N
1.8
2.4
1.2
1,333
Female
Train
something we should all be talking about. but unfortunately it's been a very rushed process and they haven't had much discussion about them at all.
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N
1.8
3
1.8
1,409
Female
Train
know much about how online speech and content take downs play out.
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N
3.2
3.6
3.8
1,333
Female
Train
yeah. so, for listeners who may not be deeply familiar with how exactly legislating in the eu works, there are kind of three different key bodies.
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H
6.4
5.6
5.8
1,610
Male
Train
how do you figure that out within an hour, if you're a...yeah. there's that.that's a good point that some of the council's improvements may...
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H
3.6
3.4
3.6
1,333
Female
Train
may just be sort of window dressing on a bill that is fundamentally incompatible with the rule of law, but they thought about it.
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H
3.4
3.4
3.6
1,333
Female
Train
the parliamentary elections that are coming up in may of 2019. so all of the pressure right now is to move something very quickly, because...
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X
3.4
3.6
3.2
1,333
Female
Train
affecting just how much time and attention is being taken in working out some of these very genuine problems with the language.
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N
3.8
3.6
3.8
1,409
Female
Train
or the directive, or under the regulation.
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S
1.6
2.6
1.8
1,409
Female
Train
but then also building a way for them to reach out onto the servers and delete things in the middle of the night here is pretty operationally crazy.
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H
3.8
3.8
3.6
1,409
Female
Train
yeah.i think for a lot of small platforms. and then beyond that, once that happens, if you've received an order, not only are you now in the position of having to...
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N
3.4
3.4
3.6
1,333
Female
Train
and we're already seeing that sort of response from some sites in response to the gdpr...yeah.including a number of different newspaper sites in the us who...
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H
3.4
3.4
3.8
1,333
Female
Train
yeah.for whatever reason think that doing the compliance potentially required of them by the gdpr is too much to bear, is not something that they're able to do.
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H
3.2
3
3.4
1,333
Female
Train
they say you can't read these articles if you're coming from a european ip address.yep.and we're seeing this kind of this response...
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N
3.8
3.4
3.6
1,333
Female
Train
across europe, including in the next d-g.
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H
3.2
3.6
3.4
1,333
Female
Train
the german law that people might be familiar with that was passed into law last june and went into effect at the beginning of 2018...
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H
3.6
3.6
3.6
1,333
Female
Train
where one of the big features of that law in germany was, again, the same idea of we want you to have a person here. we want.
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H
3.4
3.8
3.6
1,333
Female
Train
on the policymaker side, that there is a contempt for, sovereignty for the rule of law, for reasonable law enforcement, requests...
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A
6.166667
1.666667
6.5
1,333
Female
Train
from upstanding western democracies. there's a part of the argument that doesn't...
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N
3.4
4
3.4
1,333
Female
Train
but that probably strikes pretty true with a lot of people that...
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H
3.4
3.4
3.8
1,333
Female
Train
from russia. the russian legislature is considering...
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N
3.2
3.8
3.6
1,333
Female
Train
having somebody in country gives government a really particular way to try to...
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N
3.4
3.2
3.4
1,333
Female
Train
and so it's kind of interesting to, to realize 2018, maybe 2019, when this goes live and, 20, 25...
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H
3.2
5.2
3.6
1,610
Male
Train
...who've survived this long with the opposite of click-bait?
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S
2.333333
3.833333
2
1,409
Female
Train
of course, that country's law is all over the world. that's a very serious consideration is the economic clout of the country.
[ { "feats": [ 0.16866537928581238, -0.16291099786758423, 0.17643673717975616, 0.00036633454146794975, 0.7137361764907837, 0.37202462553977966, -0.004943884443491697, 1.1880626678466797, 0.7908428907394409, -0.032786689698696136, -0.869031369686126...
N
3.4
3.6
3.6
1,333
Female
Train
they clued in, as many people have, that if you can get a platform to agree, this violates the platform's terms. then you get worldwide take down. you don't have to have fights about.
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A
5.6
1.2
6.6
1,333
Female
Train
does the order from this particular court extend outside of those national boundaries? you get your global removal order and the company is the one enforcing it...
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N
3
3.2
3.6
1,333
Female
Train
on your behalf. so that's the really interesting kind of blurring between...
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N
3.6
3.4
3.6
1,333
Female
Train
government interest in having their laws apply in their country and outside of their country. and what companies have the freedom to do. to set their own content policies. which is why i...
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N
3.8
3.4
3.6
1,333
Female
Train
think you see people like the un special rapporteur on free expression, david kaye, really calling for companies to think about better conforming their terms of service...
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A
6.8
1.6
6.8
1,333
Female
Train
to human rights standards. because if they're going to stand in the place of being the proxy for law for the world, let's at least have them be...
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H
3.6
3.6
3.6
1,333
Female
Train
more in line with the one global standard around free expression that we have. the definitions in the universal declaration of...
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H
3.4
3.2
3.4
1,333
Female
Train
and potential benefits of the internet, of having lots of different kinds of...yeah.environments for communication, right? there's such good reasons for different...
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H
6.8
5.6
6.2
1,333
Female
Train
websites and forums and social media services to have very different terms of service. if you want to have a discussion forum about constructive political debate, you're probably...
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A
6.4
1.6
6.6
1,333
Female
Train
going to try to shape that in a really particular way. and it's going to be different from your knitting blog or your fandom space. and those are all...
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U
6
5.5
6
1,333
Female
Train
legitimate, right? it's very valid for different groups of people to have different norms and standards that they use to govern themselves, and how they talk to each other. but if you start taking...
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H
3.4
3.6
3.6
1,333
Female
Train
laws that say, these are going to apply to every platform from the global giants to the tiniest platforms. in all cases, law...
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A
6
1.6
6.4
1,333
Female
Train
enforcement can ask you to take things down, according to your terms of service. it really upsets that dynamic and starts foreclosing the kind of the...
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N
3.2
3.4
3.6
1,333
Female
Train
experimentation and the...
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A
5.8
1.4
6.6
1,333
Female
Train
bill a real reduction of the potential diversity of places for speech and association that the internet is really all about.
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N
1.4
3.2
1.4
1,409
Female
Train
that won't be useful if the law meanwhile, gives the platform every reason to say, oh, no, this was because of our terms of service.
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H
4.8
5.2
4.4
1,610
Male
Train
the more i let you guys talk, the worse this gets. yeah, and-
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H
3.6
3.8
3.8
1,333
Female
Train
of content regulation that you have in mind.right.and so i think one of the challenges for those of us in the internet free speech community is...
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N
3.2
3.4
3.6
1,333
Female
Train
getting that message out about the fact that the internet is so much broader than that. it supports so many different kinds of services and that there's some really good ideas out there...
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A
6.2
1.6
6.4
1,333
Female
Train
and really effective experiments at how to do content moderation. and they almost never involve...
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A
6.4
1.4
6.6
1,333
Female
Train
top down enforcement, because doing that at scale-
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H
3.6
3.4
3.2
1,333
Female
Train
really doesn't work particularly well, as we've seen countless examples of from some of the biggest platforms.
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S
4
3.6
3.6
1,608
Female
Train
just, obviously, it's partly left me speechless but also made me very angry-
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A
5.5
1.833333
6.166667
1,409
Female
Train
who wants to defend terrorist content? who wants to be against a law to make people safe? and so i think on the civil society side, there's a little-
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N
1.2
2.2
1.8
1,409
Female
Train
bit of just understandable tiredness, unfortunately.
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H
3.4
3.8
3.8
1,333
Female
Train
yeah. and i think with a lot of-
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U
5.5
5
4.833333
1,333
Female
Train
folks on the regulator side, i get this feeling of there's just sort of a lot of pent up regulatory interest in the internet, right? it is extremely important-
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N
3.4
3.6
3.2
1,333
Female
Train
concern about the-
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H
3.4
3.4
3.2
1,333
Female
Train
are when we can really kind of draw out the consequences for-
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F
2.8
3.8
2.4
1,333
Female
Train
different voices that are going to get silenced. the fact that there's just not a great-
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A
5.4
1.6
6.2
1,333
Female
Train
evidence basis for a lot of these things. you look at the part of the regulation around removal orders that have to be complied within one hour-
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A
6
1.6
6.6
1,333
Female
Train
of being notified. it's an arbitrary clock that stops and starts whenever law enforcement happens to see a post and send it.
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A
6.2
1
6.4
1,333
Female
Train
it's not even tied into within an hour of upload, which would create a whole other set of problems. that's a very aggressive filtering-
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U
5.8
5.6
5.4
1,333
Female
Train
mandate, but at least there's a little bit of a logical argument there of you must catch it and nip it in the bud before it ever has a chance to be seen by anybody.
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H
3.4
3.4
3
1,333
Female
Train
and that's actually an argument we've been hearing a lot of the companies putting out as they're doing more transparency reporting. they really emphasize the number of-
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N
3.6
3.2
3.4
1,333
Female
Train
pieces of content or accounts that they themselves catch with their own automated systems. because that at least is... again, if a very problematic set-
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N
3.4
3.8
3.4
1,333
Female
Train
of arguments, it's an argument that has some logical consistency to it. if you just talk about like, as soon as somebody decides to flag this-
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N
3.4
3.6
3.8
1,333
Female
Train
post from four years ago, that 50 people ever have looked at and send it to a platform, all of a sudden it's an emergency. all of a sudden it has to get-
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taken down immediately. there's just no kind of-
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rational link there to even have a conversation about thoughtful policy making. so i think there's been more in just like the past-
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was just a sure shot. it was going to be kind of unanimously sent along. so we're starting to see some dissension in the ranks, some different members of-
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so that's a good sign. i think there is definitely opportunity to try to make the points to the regulators and to coordinate with civil society, with-
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academics, which tend to be really a lot more present in some of the eu debates. and i think it would be really important for-
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people who can really speak-
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framed around terrorist content is going to hit certain communities, certain groups, certain languages, a lot harder than others. being able to get the voices-
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and the experience of who is going to fall afoul of this law. the vast majority of people who have content taken down under this law are going to be people who have nothing-
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to do with terrorism whatsoever. and trying to elevate-
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for pro terrorists agendas. but if those people can't rely on any hosting platform to be able to do their work-
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seems like not a good predicate for making long public policy to say the least.right. and we should note of course, that this is-
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