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 | 4.4 | 3.6 | 3.8 | 1,636 | Male | Development | ... have the medicaid, even though they're working. | [
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H | 5.6 | 5 | 5 | 1,636 | Male | Development | is that right?now you're calling me out on a ... what a employer's requirements are now under the affordable- | [
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S | 2.4 | 2.8 | 3.2 | 1,635 | Male | Development | ... research to try to determine how many people are in each of those groups, which would inform- | [
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A | 4.8 | 2.6 | 4.8 | 1,635 | Male | Development | it's just unfathomable to a person of average intelligence. and do you think that this much- | [
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H | 5 | 3.8 | 5 | 1,636 | Male | Development | and i keep talking arkansas. i don't mean- | [
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X | 3.2 | 4.4 | 4.2 | 1,636 | Male | Development | importantly, these efforts are underpinned by a commitment to pioneering the ethical use of data from devising new ways to promote algorithmic fairness. | [
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N | 3.6 | 3.4 | 4 | 1,636 | Male | Development | maintaining individual's privacy. | [
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N | 3 | 3.2 | 3.6 | 1,635 | Male | Development | center for law and technology in november of 2017. | [
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X | 3.8 | 4 | 3.4 | 1,637 | Female | Development | ... nature of world, pretty quickly. universities- | [
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N | 4 | 3.4 | 4.4 | 1,637 | Female | Development | many third-parties see value in these data. and the brokering with third-parties is also what's complicating a lot of the issues that univer... | [
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H | 4.4 | 4.2 | 4.6 | 1,637 | Female | Development | ... social sciences and parts of the humanities of wealth. anyone who really does- | [
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N | 3.6 | 3.8 | 4.2 | 1,635 | Male | Development | does grant funding. in the book, which... | [
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H | 4.8 | 5 | 5 | 1,635 | Male | Development | thirdly, you want to leverage investments and then more generally advancing research and innovation. the european policy really pushes on that last point quite a bit. okay... | [
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X | 4.8 | 4.8 | 5 | 1,637 | Female | Development | ... runs right here. you can put it in the national institute of health databases. it's biomedical. | [
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N | 4.4 | 4.4 | 4 | 1,637 | Female | Development | .. probably about what's involved. but the idea is you want to release your data in ways that they're findable, accessible- | [
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N | 3.6 | 4.2 | 4.4 | 1,637 | Female | Development | interoperable and reusable... | [
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N | 4.4 | 3.6 | 4.6 | 1,637 | Female | Development | and i spent an entire chapter of the book on just the question of what are data you can get in- | [
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O | 4 | 3.6 | 4.4 | 1,635 | Male | Development | and this is the idea that we are just generating massive kinds of- | [
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N | 3 | 3.8 | 4.2 | 1,635 | Male | Development | now universities have many responsibilities of using these data- | [
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N | 3.8 | 4.4 | 4 | 1,635 | Male | Development | the first of california, office of the president, several of you have had some affiliation with uc here. | [
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N | 3.4 | 3.4 | 4.2 | 1,635 | Male | Development | ... top dealing with some of the governance and the institutional responsibility of how do you think about privacy and information security together- | [
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N | 4.4 | 4.2 | 4.2 | 1,637 | Female | Development | [inaudible 00:01:12] and we made that distinction, not exactly along the legal lines, but the rough... | [
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N | 4 | 3.6 | 4.2 | 1,637 | Female | Development | ... which is the things, your student id, keeping that kind of stuff confidential. the things that would fall- | [
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N | 4.4 | 4.4 | 4.2 | 1,637 | Female | Development | ... under hipaa or pii. as opposed to thinking about autonomy privacy, which- | [
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X | 4.6 | 3.6 | 4.8 | 1,637 | Female | Development | see, is this narrow one we need to protect the... | [
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A | 4.2 | 2.8 | 4.4 | 1,637 | Female | Development | ... years now. they were not required to release these data with every single paper. they have been continually- | [
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S | 3.2 | 4.2 | 3.8 | 1,635 | Male | Development | many books have been written, books by solav nissanbaum- | [
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N | 3.8 | 3 | 3.8 | 1,635 | Male | Development | what does privacy mean in the first place? so we won't try to pin that down too much. similarly- | [
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N | 2.8 | 4.4 | 4 | 1,635 | Male | Development | nice one from donald kennedy who was president stanford when i was a graduate student there, which is- | [
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N | 3.8 | 4 | 3.8 | 1,635 | Male | Development | that it says we need the freedom to do the kind of research that we feel is important for society, but we- | [
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N | 3 | 4 | 3.2 | 1,637 | Female | Development | ... that two sides of a coin. | [
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N | 3.2 | 3.6 | 3.8 | 1,637 | Female | Development | information privacy and the autonomy privacy. | [
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N | 4 | 3.6 | 4.2 | 1,635 | Male | Development | keep our infrastructure secure, manage our data in fair ways, and then governance principles and processes. | [
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A | 4.6 | 3 | 4.4 | 1,635 | Male | Development | ... present either. they're very scattered. the uses of data are highly decentralized and the governance is highly decentralized. | [
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N | 4 | 3.4 | 4.6 | 1,635 | Male | Development | ... years. and to us that's sort of the highest calling is, can you produce data and make them truly interoperable and reusable in ways- | [
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H | 3.8 | 4.4 | 4.4 | 1,635 | Male | Development | ... that you can get new findings? that should be the long term where we want to go. and- | [
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N | 4.6 | 3.6 | 4.4 | 1,635 | Male | Development | one person's reproducibility is somebody else's epistemological disagreement... | [
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X | 4.4 | 3.2 | 4.8 | 1,635 | Male | Development | the notion of ownership doesn't usually come up until there's a fight... | [
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X | 3.6 | 4 | 4.6 | 1,638 | Male | Development | the university of california and the university of southern california when- | [
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X | 4.4 | 4.8 | 4.4 | 1,640 | Male | Development | in which programmatically what's going on in terms of the training data is really very similar computationally... | [
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X | 5 | 3.6 | 4.2 | 1,640 | Male | Development | so this is something that has happened with a lot of computationally created compilations of information is that court- | [
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N | 4.6 | 5 | 4 | 1,640 | Male | Development | and where all the inputs are one artist. and really the goal is to create an output that is essentially not that transformative. you want... | [
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N | 3.6 | 3.8 | 4.2 | 1,640 | Male | Development | a sort of massively multiple artist input where the goal is to teach it every- | [
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N | 4.2 | 3.2 | 4.4 | 1,640 | Male | Development | is romanticized. and i think we're also seeing here another kind of romanticism for the idea that we could, if only we were able to measure- | [
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N | 3.8 | 4.2 | 4.4 | 1,640 | Male | Development | if it detective that people were sad. now that of course is an algorithm that was told- | [
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O | 4.8 | 3.8 | 4.6 | 1,640 | Male | Development | i know, i haven't seen a project like this, that sort of takes the posture of appropriation art and intending to very closely approach- | [
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N | 4.4 | 3.8 | 4.4 | 1,640 | Male | Development | though, where for example, the intent might be to, for instance, | [
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X | 3 | 4 | 3.4 | 1,643 | Male | Development | what do we be about that? | [
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H | 4.8 | 4.8 | 4.4 | 1,640 | Male | Development | essentially i'm going to talk a little bit at a fairly general level about something i'm very interested in and something that i'm... | [
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C | 4 | 3.8 | 5 | 1,640 | Male | Development | that end? and here's where the rhetoric comes in. we've got a- | [
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X | 4.6 | 4.6 | 5 | 1,640 | Male | Development | of this interplay between existing property rights and rhetoric- | [
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X | 4.8 | 2.8 | 4.6 | 1,640 | Male | Development | what is the future? if we've got rights battling rhetoric- | [
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N | 3.6 | 4.4 | 4.4 | 1,640 | Male | Development | at rock of copyright law derive from that particular background and from those partic- | [
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H | 5 | 4.4 | 4.8 | 1,640 | Male | Development | despite i think the possibilities that throws up for us to reexamine this notion of all- | [
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A | 5 | 3 | 5 | 1,640 | Male | Development | that much or the underlying assumptions about how copyright law works is really going to change that... | [
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