EmoClass
stringclasses
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EmoAct
float64
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EmoVal
float64
1
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EmoDom
float64
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SpkrID
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Gender
stringclasses
2 values
Split_Set
stringclasses
2 values
transcript
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N
3.333333
3.333333
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1,398
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Train
probably even a bit longer than that. the earliest that we would expect results would be 2020, and then it would probably still be a few ...
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H
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years until the vaccine became available.
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U
5.833333
5
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Train
it is good news. we may be 10 years, at least, before we see a vaccination in place, but it is good that research has gotten to this level of ...
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N
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access already when it comes to the development of this vaccine, which will ... the headline says end in sight for hiv, and many reports have read ...
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H
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it saying that even if the success, if you like, of your ...
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N
3.6
3.8
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exam or a test between six and eight in the evening, and then be expected to walk to their residences or go back home, for example, in that dead of night,
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F
3.166667
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Male
Train
people are going, wait a minute, that's too late. there aren't enough security measures in place to secure or to make our girls, or our females rather, at universities ...
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N
4
3
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to be safe. what measures would you like to see in place at university campuses to ensure the safety of all students? not only women ...
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C
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who are at risk of being raped, but also if you look at the level of vandalism and destruction as a result of protests at various universities, it is mind ...
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N
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this paying for them to get access to. but, because there's a body of the student population who are saying, we are highlighting this particular concern, and ...
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H
4
4
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1,397
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Train
but we are wanting all teaching to stop at our universities. what levels of protection do you think the university campuses should put in place? what would make ...
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N
3
3
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637
Female
Train
azania mosaka on 702.it is 19 minutes to three, and we have to contain the laughter and move on to serious matters as far as health is ...
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N
4
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637
Female
Train
the axle have completed a decade long project to develop a biomarker test that predicts whether a person is at risk of developing full blown tb. this comes at a ...
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H
4
3
3
637
Female
Train
time when trials will be starting next year. clinical trials, which have been funded by the bill and melinda gates foundation that are going to run for two years to screen ...
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H
4.8
5
4.4
1,608
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Train
patients, so they're trying to come up with a strategy rather around screening and treating patients. so we are joining professor mark hather-
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H
3
3
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637
Female
Train
to noon ... thank you so much for joining us, professor.good afternoon, azania.
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N
3
4
3
637
Female
Train
they will develop it. this is interesting research. how has it come about?
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X
3
5
5
1,347
Male
Train
in their body ... in the lungs, but they remain healthy. so, 90% of people who are infected with ...
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X
4
3
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Train
tb will remain perfectly healthy their whole lives. the challenge then is identifying those ten percent of people ...
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X
3
3
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Train
who will go on to develop disease.
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H
4
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Train
oh, i see. because whenever i thought of tb, it was about exposure, firstly, but also exposure at a time when your immune system is down. when you think of conditions that lead to immune system being down ...
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N
4
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Train
is carrying and is infected with tb. the ten percent ...
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A
5.5
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637
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Train
what do we know about the ten percent?
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S
1.833333
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[inaudible 00:09:48] months before someone gets tb and that gives us the opportunity to intervene, to give people preventative therapy.
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H
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work as well in an almost real life situation. so, we're going to take it out of the laboratory and into a bigger population that does the test work, as we think it will.
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N
4
4
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637
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Train
[inaudible 00:00:24]. so, at which stage in the infection, can the disease be stopped?
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N
3
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Female
Train
period often overlaps. so, it is key that we identify when the interventions are most appropriate.
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H
4
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be very excited because it's an exciting concept. it's new, but i will stress that it is at this stage a concept. so, this is not
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S
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other test that one can go along and get from the clinic or hospital at the moment. this is a test at the moment still based in the laboratory. so,
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N
4
3
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637
Female
Train
at the community level, if they are to be successful.yes. and are you hoping to also gain insights as to how these trials can assist in the management of
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N
2
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Train
of hiv? because, it is an opportunistic disease when it comes to someone infected with hiv.
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N
3
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Train
right. well, professor [atheral 00:01:26] thank you so much for joining us today.
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S
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is latently infected with tb. those numbers are staggering, so it means you have to keep your immune system as strong as possible.the lines are all
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H
4
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-give us a high rating. thanks and here's the show.i'm selema hamani and this is making contact.
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N
2
3
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Train
i honestly don't want to be working right now because i have a 14 year old who has a compromised immune system.not everyone's been able to stay home during the covid 19
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N
4
3
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in pandemic. many people considered essential are still going to work, even if they don't want to.there's nothing that i would love more than to be able to stay home and
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F
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take care of my daughters, but that's just not an option.we take a look at some of these workers, what we call gig workers or drivers for app companies
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H
4
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and how they're doing economically and physically.one of the things that is really obvious in both studies that we've done is that these are people who are
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H
4
4
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1,339
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Train
really living on the edge, sort of paycheck to paycheck.we also talk about driver organizing as gig workers try to access sick pay, unemployment, and personal protective equipment.
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H
4
3
3
1,341
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Train
i also direct a research center called the institute for social transformation.and chris just published a study.
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H
4
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when the coronavirus crisis hit, we had to put a halt on the survey we were running at that time and really put out a more
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S
1.666667
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-up during quarantine.i have spoken to many people who use instacart, who ask me to leave the groceries outside, who tell me that their four year old has severe
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H
4
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asthma, who tell me that their young child just went through a surgery. so, i do believe that we are in every way, shape or form essential, there are people that are
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N
3
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absolutely cannot go get their groceries.and that's george gonzalez.
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X
3
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Train
at the moment. i am an instacart shopper, so that makes me a gig worker. and i was formerly doing uber. i still do a little bit of uber eats on the side
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we met with george virtually of course, to talk about his experiences as a delivery driver and together chris' study and georgia's personal story, tell us at the same
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Train
situation for gig workers during covid-19 is
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Train
well kind of dangerous for a lot of reasons. let's start with the study.
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so, chris, tell me about how you gathered information? was it through known driver's groups or online
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Female
Train
wait, chris, what do you mean, "it got hijacked?"
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well, two things happened. one is someone put in place a bot or algorithm-based process for responding to the survey. so,
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we don't know who was behind that, but it was clearly sort of some suspicious responses.
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okay. can you tell me about the demographics you've discovered? who's working for these apps?it's a predominantly male workforce. in our survey, it's about 83% were men. a
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high level of immigrants in this survey about 50%
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are people with a college degree. it means that 69% have
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have no college degree.but demographic data tells us that a lot of app drivers need these jobs, that aren't able to just stay home and not work.
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Train
even in the middle of a pandemic. in fact, tracking studies have shown that the wealthy have been able to limit their movement during the shelter in place order far more than
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the poor. here's george, again.
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savings are pretty much impossible doing uber and lyft, just because car repairs are always going to be a thing. it's part of what
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we signed up for, i suppose, as an independent contractor. as far as grant, we're still paying grant here. i pay 1400 a month in sacramento. i honestly
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don't want to be working right now because i have a 14 year old who has a compromised immune system. so, there's nothing that i would love more than to be able
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stay home and take care of my daughters, focus on helping them with their homework, so that i could quarantine, especially for my 14 year old safety. but that's just not an option.
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and we had some measures that more than half of the respondents had actually lost between 75% and a
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a hundred percent of their weekly earnings on the platform companies since february.
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and the other things that's happened is that with the rapid increase in unemployment, there's a large number of people who've moved in to trying to
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do that kind of work because at least there's some work there. and, so you have essentially a flooded labor market, which means that it's very hard to get enough hours. one of
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the things that is really obvious in both studies that we've done is that, these are people who are really living on the edge, sort of paycheck to paycheck.
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we have a question in the survey that asks people, "whether they have enough resources to handle an emergency expense of only 400
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bill, utilities and rent, et cetera.
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?"we're not getting tipped very well. and that ends up putting us in circumstances where we're making well below minimum wage.
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i have three daughters. i have a 14 year old. i have a six year old and i have a four year old. kids are very expensive and it's even
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better right now because i have to work more hours to make less. and my kids are not able to go to school right now. so, just finding the time to help them with their
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homework, i'm having to pay for more food. all of this is going down at a time where i'm making less than i've ever made, i think. i
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have no money. it's been a very difficult circumstance going to food banks is something that i never really foresaw
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my future. and, there's no shame in it, but it's definitely something that my family has counted on. there's a lot of things right now that are not getting paid.
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mainly difficult to access.large portion of people have no health insurance, either about 17% of the most recent survey
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base. that makes them very vulnerable in the current context.
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filing for unemployment seems like a heavy tackle. it's taking a lot of people, a long time to get their income. i know that numbers are not guaranteed. and furthermore, there's
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uber is just one of those difficult things that make it very hard when applying for any kind of help, because we are independent contractors. so, maybe that's lack of
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knowledge, and i have to take accountability for that. but, i also don't feel as though these platforms make it easier on us. i don't feel like they do
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a good job trying to navigate us toward these healthcare options.
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for george it's too much of a gamble to try and wait for unemployment or other benefits to kick in. he'd rather work now while he's still able to, even if it's
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extremely dangerous.i don't want to get backed up. i don't want to start looking for some kind of temporary forgiveness. and then as soon as everything goes back to normal, i have
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to meet that kind of back payment and continue to make my regular payments. and as it is, it's very scary because once everybody is
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released back out into the public who's to say whether or not people are going to want to take uber.one of the questions we had going into our interviews
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was how much responsibility the app companies are taking for the workers.
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and that was also a big question for chris in his study.
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part of what we were asking about in this survey is, what kind of protections were they getting from the platform companies they're working for to make sure they're being
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safe and healthy and that they're making sure the customers are being safe and healthy? i have to say, that was one of the most disturbing parts of that is, consistently people were
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at times they're wearing mask.george, have you contacted the app companies for help with things like mask and gloves?yes. i have reached out to lyft. i have reached out to uber and i have reached out to
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Male
Train
...the instacart. in all three circumstances, it's become pretty much impossible. instacart last week finally allowed me to request an order and that was-
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X
5
3
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1,340
Male
Train
...last tuesday and as of today, i still don't have it. so,-
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N
3
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3
1,340
Male
Train
last friday in oakland, they were distributing hand sanitizer and masks. i'm in sacramento right now because there's no work for me in the bay area. and i couldn't drive-
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N
4
4
4
1,340
Male
Train
...an hour 30 minutes just to go get and sanitizer so i had to pass up on that. so i called and i stayed on the phone-
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N
3
4
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1,340
Male
Train
...for about two hours. i talked to three different people and finally they said, there's nothing we can do regarding getting you a mask in sacramento. it's extremely hard doing this on our own with-
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S
2.5
4.166667
2.5
1,340
Male
Train
...without any kind of backup from uber, lyft or instacart.
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X
5
3
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1,339
Female
Train
you know, george made light of his situation a lot, maybe because he had to. he joked about not having any money for example, but this is where-
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A
7
1
6
1,339
Female
Train
...i heard him get kind of angry.they're not doing a single thing. every single thing that happens is me. every time that i spray-
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C
4
1
7
1,340
Male
Train
...my car with [inaudible 00:01:21] that came out of my budget. uber did not tell me to do that. they suggested and recommended that i cover my coughs, but every time-
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N
3
3
3
1,340
Male
Train
...time that we are looking out for our community, that is something that we are doing out of the kindness of our hearts. that is just not something that uber is doing for them.
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