EmoClass
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Gender
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2 values
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2 values
transcript
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1
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emotion2vec_features
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1
1
N
4.2
3.6
3.6
1,383
Male
Train
... maybe a couple of weeks to a month.
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X
4.8
3.4
5.2
1,383
Male
Train
why did you decide to model the things that you modeled?
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X
4.6
4.6
4
1,383
Male
Train
we chose our models based on questions that were on many people's mind-
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N
4.6
4.4
4
1,383
Male
Train
... things that are on the minds of the public and-
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C
5
3.2
5.2
1,383
Male
Train
are you specifically looking at age or just who should get it?
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N
3.8
3.4
4.6
1,383
Male
Train
... in 2021. then, you can prevent the most deaths by vaccinating the elderly first.
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S
3.4
2.8
4.2
1,383
Male
Train
it would have made sense to vaccinate uniformally.
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S
3.4
3.2
3.6
1,383
Male
Train
... january in ontario. our results supported the approach that the government used of prioritizing the elderly first and then going to other age groups.
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X
4.4
4.2
4.4
1,383
Male
Train
... got to be difficult because you also didn't know that there was going to be a big contamination at the johnson & johnson factory for-
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C
5
4
5
1,383
Male
Train
... for instance. so, there's some things that are just beyond your control.
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N
4.8
3.4
4.2
1,383
Male
Train
if the numbers are actually outside of that range, maybe higher than we allowed for or lower than we allowed for, then those projections don't apply.
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H
4.2
4.8
4.8
1,383
Male
Train
that's a good example of using your understanding of how academics work in order to interpret these modeling results.
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X
3.2
3.4
4.2
1,383
Male
Train
... [inaudible 00:02:22] first, even if you have a relatively high vaccination rate because, in the middle of a wave, you can prevent more deaths by protecting the vulnerable, and in between waves-
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X
4.6
3.8
4.4
1,383
Male
Train
... waves, you can prevent more deaths by building up your herd protection to actually stop future waves. so-
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X
4
3.6
4.2
1,383
Male
Train
... alert and other contact tracing apps.
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N
4.4
3.4
3.6
1,383
Male
Train
well, maybe we could modify the functioning of these apps so that they can also tell you-
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X
4.8
3.6
3.4
1,383
Male
Train
we found that-
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X
3.8
3.4
4
1,383
Male
Train
you can actually reduce transmission very effective-
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N
3
4.6
4.2
1,383
Male
Train
that's a great way to get the transmission itself under control, but-
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N
3.8
3.6
4.2
1,383
Male
Train
so, it's not just about minimizing cases and [inaudible 00:03:13]-
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H
5.2
5.4
4.8
1,383
Male
Train
... indicated that the latest modeling that you weren't involved in actually says that the number of new cases could start to go down in may. to-
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X
4.6
4.8
4.6
1,383
Male
Train
... have received their second doses of the vaccines-
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X
4
4.8
4.6
1,383
Male
Train
... restrictions could lighten up. what do you think of these new models? do-
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X
3.4
3.8
4.2
1,383
Male
Train
this makes sense to me, and this is consistent with the outputs that our models have been producing.
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N
3.6
4.6
4
1,383
Male
Train
i think in ontario, we might have flattened the curve if-
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H
3.6
4.4
3.8
1,383
Male
Train
if we can get those numbers vaccinated, it-
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N
4.4
3.6
4
1,383
Male
Train
this would indeed allow us to lift up the restrictions.
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X
3.2
3.2
3.6
1,383
Male
Train
then, they'll have a much lower percentage vaccinated that they need.
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N
3.4
4
4.4
1,383
Male
Train
that's just the average, and it'll be a bit higher or lower depending upon the local circumstances.
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X
3.4
3.4
4
1,383
Male
Train
i see admissions, hospitalizations, and those things will all start to decline because of the vaccine program. i-
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H
4.2
4.6
4.6
1,383
Male
Train
i think that 75% number is really looking ahead towards-
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N
3.8
3.8
3.2
1,383
Male
Train
... and even vaccinating children, it will start to happen because they're doing clinical trials in children now.
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S
3.6
2.8
4.6
1,383
Male
Train
if there's too much vaccine hesitancy, then-
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N
2.6
3.4
3.8
1,383
Male
Train
yes. yeah. so, with the variance of concern, we've included-
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X
4.2
3
4
1,383
Male
Train
this b.1.1.7 variant is perhaps the biggest variant of concern because it's so transmissible.
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X
3.4
3.4
3.6
1,383
Male
Train
also, it seems to be more serious in terms of the infection-
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X
2.6
3.2
3.4
1,383
Male
Train
... but we're already kind of dealing with b.1.1.7-
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O
4
3.8
3.8
1,383
Male
Train
... think. even for the longer term, what the models can do is, even though they're not perfect crystal balls that can tell you everything, they can give you important-
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X
3.6
3
3.4
1,383
Male
Train
... instead of flattening the curve. despite uncertainties in the exact number of cases and exact death rate, what-
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X
3.4
3.4
3.6
1,383
Male
Train
... but all that uncertainty if you reduce contact, if-
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H
3.8
5.4
5
1,383
Male
Train
... instrumental in saving tens of thousands of lives in ontario alone back in march, 2020.
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X
4.2
2.8
4
1,383
Male
Train
... projections. a great example of why that's important is-
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X
4
4.8
4.2
1,383
Male
Train
... is the power of exponential growth. i can illustrate that with a story about a king.
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X
2.6
3.4
3.6
1,383
Male
Train
he wished to reward this advisor for his years of service.
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X
4.2
3.8
4.4
1,383
Male
Train
... advisor who is very canny and good at math.
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X
2.6
3.8
3.4
1,383
Male
Train
so, four grains of rice from the third square and then eight, six-
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N
3.4
4.8
4.2
1,383
Male
Train
... and three, two, etc. and then just give me all that rice, and i'll take that as payment. the king said, "what-"
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... do that. so, he started putting the rice grains down, and then he quickly realized that he didn't have enough rice in the entire kingdom to satisfy the request.
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that illustrates the power of things that multiply themselves.
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Train
each infected person will infect around two and a half other persons on average.
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this is one mistake that many public health authorities around the world have made again and again.
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... that they don't look forward far enough in advance to avert that outcome.
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Train
that's how countries like new zealand and china have been able to do it more quite successfully is by acting sooner, acting-
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we have all the data from the last year that we can use to improve the model and make sure it's realistic.
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okay. well, what happens if we adjust the model so that we didn't lock down?
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.. lock down. our results are showing that, if we hadn't locked down, it-
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so, that shows that the lockdown had a huge impact in saving lots of lives in ontario.
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you don't really need lockdown because covid is just like the flu and people should just get it and get over it and-
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they were saving lives in the process. they were wanting to show this is how many lives collectively we were able to save through these efforts.
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Train
right. i have to say that one of the scariest things about this pandemic for me has been the unknown.
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it's the things you can't see. so, having these models, and even though they're not predicting like the weather or something-
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as scary as those second and third waves are-
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Train
... it is sort of reassuring to know at least that it's coming as opposed to being-
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well, i know that the half an hour that's beyond the bulletin feels like longer.
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Train
you are invited to submit a tribute by word, photos, and/or video.
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you can also browse some of the existing tributes, photo gallery, and page dedicated to giving in his honor.
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.. develop the new program dubbed we accelerate with industry partners, microsoft, deloitte, vidyard, desire to learn, and manual life as-
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.. the problem lab and the interdisciplinary center on climate change.
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.. facilitators, coaches, and mentors. some of these partners will work with students on real work projects.
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... integrated learning opportunity and provides an alternative to a traditional co-op work term.
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Train
oh, absolutely, the pressure of real world experience.mm-hmm.
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.. communications, video marketing, social media-
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... project identification, analysis, and the development of innovation solutions.
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the we accelerate program will help students secure experience with team-based projects and will help them develop vital skills to navigate a complex future of work.
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this year's conference theme is learning through assessment, and the 2021 conference schedule is now available online.
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... teaching and assessment and emerita professor at leeds beckett university and norm vaughn, professor in the department of education at mount royal university.the-
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.. plenary session called igniting our practice will feature three inspirational waterloo professors-
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... robert hill and brenda lee from physics and veronica austin from english language and literature.
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Train
they will be demonstrating a successful instructional approach to showcase some of the remote teaching happening on our campus.
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it strives to help bring increased prosperity and employment opportunities to indigenous communities.
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Train
several of waterloo students are taking part.
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Train
kiera lindsey is a student in social development studies at renison who-
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oh, it's going great. it started in the winter.
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Train
... how to start a business and kind of walked these indigenous students through-
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we had monthly meetings where we would meet with them once a month over the course of three months.
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to compete for a $3,000 financial award from the cohort.
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Train
really bring their idea to life and so we noticed that with a lot of entrepreneurs not-
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i feel like $3,000 can really be the beginning of seed money.
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it can really help grow that business in the right direction. in-
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Train
... we noticed that $3,000 does go a long way if used in the right directions.
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you worked as the executive director for a nonprofit organization in utah dedicated to serving indigenous people there.
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which showcases the stories of successful small businesses led by indigenous youth and nonprofits across the united states.
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Train
i wanted to be a part of this program because-
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Male
Train
... i felt like i had learned things along my journey that i wanted to share with indigenous students to help them start their businesses and-
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N
4.6
3.4
4.4
1,383
Male
Train
i just felt like success is contagious and that we should-
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N
3.8
4.2
4
1,383
Male
Train
... the greater indigenous folks that are out there.
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X
3.4
3.8
4
1,383
Male
Train
those channels that i participated in.
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H
5
5
5
1,383
Male
Train
when i see the growth within myself-
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X
3
3.4
3.8
1,383
Male
Train
... even when you do mess up or when you don't get the contract signed that you wanted to do-
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X
3
3.6
3.8
1,383
Male
Train
... you take a look at what happened and then you fix it and then you improve it and then you continue on your journey. and so it's learned.
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