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 |
|---|---|---|---|---|---|---|---|---|
N | 5 | 4.6 | 4.8 | 277 | Female | Train | start by acknowledging that incredible contribution to the work. and the other thing that's a bit different about the way i tell this story, it... | [
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X | 4.6 | 2.4 | 4 | 1,620 | Female | Development | which is an invisible institution that profile polices and punishes the poor when they come into contact with public services. in the- | [
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X | 4 | 3 | 4.4 | 1,620 | Female | Development | i talk about a statistical model that's supposed to be able to predict which children might be victims of abuse or neglect in the future in allegheny county, which is the- | [
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H | 4.4 | 5.6 | 5 | 1,620 | Female | Development | this is also always when i thank my editor, because the book originally started with a 90 page history chapter. | [
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U | 4 | 3.6 | 5 | 1,621 | Male | Development | year annually. so it's like a third of folks who entered them every year died. and the reason i- | [
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H | 4.8 | 5.4 | 4.4 | 1,622 | Male | Development | and there's the administrators and other folks involved in the process of creating the systems are really good. | [
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H | 4.6 | 4.2 | 4.6 | 1,624 | Female | Development | advertised call centers, there's several of them across the state. they encouraged folks who were applying for public assistance to do so over- | [
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H | 4.4 | 3.6 | 5 | 1,623 | Female | Development | the next in the queue. from the point of view of applicants and recipients of public assistance in indiana- | [
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X | 4.4 | 3.8 | 4.2 | 1,624 | Female | Development | four page application, or the document processing center had scanned in a piece of documentation upside down, or dropped it behind a- | [
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S | 4.6 | 3 | 5.2 | 1,623 | Female | Development | it also meant that the burden of figuring out what had gone wrong and solving it fell almost entirely on the shoulders of poor working families in- | [
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N | 5 | 4.4 | 4.4 | 1,623 | Female | Development | of the experiments. a 54... | [
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U | 4.4 | 4.8 | 3 | 1,624 | Female | Development | against it. they pushed back against the state, and they were so successful that the governor actually canceled the contract with i- | [
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N | 4.6 | 4.8 | 4.6 | 1,624 | Female | Development | so i'm going to talk now about the allegheny county algorithm. | [
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X | 4.2 | 3.8 | 4.6 | 1,624 | Female | Development | but i'll do bits and pieces of this, and we can reengage in conversation if you feel like there's anything i've missed. | [
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N | 4.8 | 4.2 | 4.6 | 1,625 | Female | Development | county. so the data warehouse receives regular data extracts from 29 different agencies across the county. as- | [
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N | 5.4 | 3.6 | 5 | 1,626 | Female | Development | ... reality of experiencing this tool though from parent's point of view- | [
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N | 4.6 | 3.8 | 4.8 | 1,626 | Female | Development | may actually exist. now, i also spent a lot of time with- | [
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A | 5 | 3.8 | 4.6 | 1,626 | Female | Development | frontline case workers in this system, particularly with intake call center workers. intake call center workers are the folks who receive reports of abuse or neglect. | [
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N | 5.2 | 3 | 4.2 | 1,626 | Female | Development | whether or not they should screen in each case in, for a full investigation. or whether they should screen it out as not rising to the level of abuse and neglect or... | [
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X | 5 | 3.4 | 4.6 | 1,626 | Female | Development | the suburbs or in isolated housing won't show up in the data warehouse because they're not the folks in allegheny county who are getting county help. | [
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N | 4.8 | 3.8 | 4.4 | 1,626 | Female | Development | eligibility rules that didn't fall until they were directly challenged by the national welfare rights movement in the late 60s and early 70s. that's created- | [
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N | 4.4 | 4.2 | 4.2 | 1,626 | Female | Development | all sorts of discretionary excesses in the system that are both human and institutional and really important to address. | [
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N | 4.4 | 3.2 | 4.2 | 1,626 | Female | Development | african american children are in foster care at rates that far exceed their actual proportion of the popula-. | [
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X | 3.2 | 3.2 | 4.6 | 1,626 | Female | Development | 8% of children in foster care in allegheny county were black or biracial, and- | [
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N | 4 | 3.6 | 4.6 | 1,626 | Female | Development | only made up 18% of the youth population. that's more than twice where they should be, given their proportion of the population. | [
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N | 4.4 | 4.6 | 3.6 | 1,627 | Male | Development | percentage difference, or 350% percentage difference. i think one of the really interesting questions this begs is- | [
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X | 5.2 | 4.2 | 4 | 1,627 | Male | Development | bias. is that something we can attack, or address, or confront with automated systems? | [
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N | 3.6 | 3.4 | 3.6 | 1,627 | Male | Development | issue, not a data issue. although of course, the two are deeply related. | [
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N | 4.8 | 4 | 4.2 | 1,628 | Female | Development | angeles county. just for a sense of the scale. and some- | [
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O | 5.6 | 2.8 | 5 | 1,629 | Female | Development | and so this is a absolutely critical humanitarian crisis in... | [
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O | 4.8 | 3.8 | 4.6 | 1,630 | Male | Development | particularly frontline caseworkers want a little help making the incredibly difficult decision of who among the hundred people they see every week gets access to the two or three resources... | [
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N | 4.2 | 4 | 4.2 | 1,630 | Male | Development | completely understand the impulse to try to create a more efficient, and more rational, and more objective system for matching need to- | [
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H | 4.2 | 5 | 4.2 | 1,630 | Male | Development | just think of it as a database, is not quite true, but think of it as a database for now. | [
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N | 4.8 | 5.2 | 3.6 | 1,630 | Male | Development | absolutely. they have been able to match about 9,000 people with some kind of resource through this system. that doesn't necessarily- | [
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N | 4.4 | 4 | 4.4 | 1,630 | Male | Development | and why they believed that is because the [inaudible 00:06:29] actually asked some really intense and borderline invasive questions. | [
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H | 5 | 4 | 4.6 | 1,630 | Male | Development | interacting with this process, because coordinated entry has become the front door for pretty much all housing resources in los angeles county. so- | [
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N | 4.6 | 4.2 | 4 | 1,631 | Male | Development | the system. so though you sign this really sort of intense informed consent that lasts a really long time- | [
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H | 3.2 | 3.8 | 4 | 1,631 | Male | Development | 161 agencies who share this information, who share this data across- | [
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N | 4 | 3.6 | 4.6 | 1,632 | Male | Development | because of the federal data standards is the los- | [
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N | 4.8 | 4.2 | 4.2 | 1,632 | Male | Development | under current federal data stand... | [
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O | 4.2 | 3.4 | 4.2 | 1,633 | Male | Development | process, no written record. just a line officer can walk into a social service office and ask for information. | [
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H | 3.8 | 4.8 | 4.4 | 1,633 | Male | Development | but i think one thing that's really important to think through- | [
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H | 4.4 | 4.8 | 4.8 | 1,636 | Male | Development | to build that model. and that's, i think a better kind of question to think about. is like... | [
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C | 3 | 3.6 | 4.2 | 1,636 | Male | Development | i hope that makes you feel old. | [
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N | 4.8 | 3.4 | 4 | 1,636 | Male | Development | start getting paid and start meeting the requirements of the state. and also notice there's no red circle. so... | [
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X | 4 | 4.2 | 4.8 | 1,636 | Male | Development | ... abilities, and it's the place where i'm going to focus on when working through some digital health tools. | [
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H | 4.6 | 4.6 | 4.4 | 1,635 | Male | Development | the first cut to try to find people with disabilities in the context of a medicaid work requirement program- | [
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N | 3.6 | 3.4 | 3.8 | 1,635 | Male | Development | ... these processes could be used to help identify people with disabilities in the context of medicaid work requirements. | [
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N | 4 | 4 | 3.8 | 1,635 | Male | Development | ... people in this country when we have employment tied to health insurance, so closely- | [
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O | 5 | 3.4 | 5.2 | 1,635 | Male | Development | they may have a process that's only available to medicaid recipients. | [
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S | 3.6 | 2.8 | 3.6 | 1,635 | Male | Development | well. which government agency walks in and. | [
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X | 3 | 4.2 | 4.2 | 1,636 | Male | Development | seems to be about an issue of bureaucratic capacity, but other- | [
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N | 4.2 | 3.6 | 5 | 1,636 | Male | Development | ... problem with politics. and to the extent that politics is involved at all is- | [
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N | 3.2 | 3.8 | 3.4 | 1,636 | Male | Development | one of them the snap program. | [
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N | 3.4 | 3.8 | 3.4 | 1,636 | Male | Development | who maybe qualifies for a lot of these benefit... | [
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X | 3.4 | 3 | 3.4 | 1,636 | Male | Development | ... to start investigating so it could work. | [
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X | 4.2 | 4.4 | 3.8 | 1,635 | Male | Development | a lot of work, a lot of time and i'd like to help someone, but it's going to be a lot to... | [
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H | 5.2 | 5 | 5.4 | 1,636 | Male | Development | became a lawyer, was the closest i could get. this is before- | [
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H | 5 | 4 | 4.2 | 1,636 | Male | Development | i was just wondering if the system makes it easier for the employers to not provide health insurance. | [
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