WEBVTT

NOTE duration:"00:10:19"

NOTE recognizability:0.888

NOTE language:en-us

NOTE Confidence: 0.95840957

5edc7038-9873-49ee-a1da-d15f9838cb4d
00:00:02.080 --> 00:00:04.595
That's fair. Speed,

NOTE Confidence: 0.95840957

eaa39879-15ef-4161-9aa0-618abb355c0f
00:00:04.595 --> 00:00:08.970
so let's do a little demonstration here.

NOTE Confidence: 0.95840957

87f79c8d-0983-4f72-b2be-894e82f3f8aa
00:00:08.970 --> 00:00:11.706
So Jeff, from our enablement team,

NOTE Confidence: 0.95840957

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00:00:11.710 --> 00:00:14.122
is going to walk you through these steps.

NOTE Confidence: 0.95840957

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00:00:14.122 --> 00:00:15.898
He's gonna show you how to

NOTE Confidence: 0.95840957

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00:00:15.898 --> 00:00:17.290
how somebody would log in,

NOTE Confidence: 0.95840957

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00:00:17.290 --> 00:00:19.570
access the workstation, find data,

NOTE Confidence: 0.95840957

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00:00:19.570 --> 00:00:21.290
documentation, work with code,

NOTE Confidence: 0.95840957

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00:00:21.290 --> 00:00:24.270
and get data out of the SDC.

NOTE Confidence: 0.95840957

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00:00:24.270 --> 00:00:26.484
And he's going to do that all super fast,

NOTE Confidence: 0.95840957

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00:00:26.490 --> 00:00:27.498
so I will get it right.

NOTE Confidence: 0.774099732

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00:00:29.940 --> 00:00:33.220
Right oh thanks Dan. Alright,

NOTE Confidence: 0.774099732

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00:00:33.220 --> 00:00:35.038
let me bring up the portal.

NOTE Confidence: 0.803261605

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00:00:39.100 --> 00:00:43.006
Alright, from here. We log in.

NOTE Confidence: 0.80369806375

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00:00:50.320 --> 00:00:51.920
And if you're coming from

NOTE Confidence: 0.80369806375

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00:00:51.920 --> 00:00:53.538
outside of don't, you know,

NOTE Confidence: 0.80369806375

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00:00:53.538 --> 00:00:55.512
like the academics and that kind

NOTE Confidence: 0.80369806375

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00:00:55.512 --> 00:00:57.331
of thing you'll be redirected

NOTE Confidence: 0.80369806375

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00:00:57.331 --> 00:00:59.270
to login Gov. Sign in here.

NOTE Confidence: 0.774338423333333

518b7f83-ed4b-4a63-9c13-bcfec18eaaba
00:01:15.720 --> 00:01:21.040
And then we can go to our workstations.

NOTE Confidence: 0.774338423333333

3338b8cf-8f1d-4e24-8689-e27274c26331
00:01:21.040 --> 00:01:24.226
Which. We can stop here for just one moment.

NOTE Confidence: 0.774338423333333

08b2e39b-6fb3-4892-881b-8cfa8df846b1
00:01:24.230 --> 00:01:26.960
We talked about resizing these.

NOTE Confidence: 0.774338423333333

5cbdd574-8bd8-48a8-abf0-b18c392d634e
00:01:26.960 --> 00:01:29.730
So this is one of the key benefits here is

NOTE Confidence: 0.774338423333333

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00:01:29.797 --> 00:01:32.365
that you can resize these workstations.

NOTE Confidence: 0.774338423333333

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00:01:32.370 --> 00:01:34.658
Really really up there.

NOTE Confidence: 0.83292347

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00:01:36.950 --> 00:01:37.620
I mean.

NOTE Confidence: 0.878608959

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00:01:42.070 --> 00:01:44.408
So if you need some horsepower to

NOTE Confidence: 0.878608959

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00:01:44.408 --> 00:01:47.630
do some analysis, you can get it.

NOTE Confidence: 0.878608959

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00:01:47.630 --> 00:01:51.094
But we will launch into the work station.

NOTE Confidence: 0.868770226

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00:02:03.260 --> 00:02:05.591
OK, and from here you have several

NOTE Confidence: 0.868770226

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00:02:05.591 --> 00:02:06.590
different analytical tools.

NOTE Confidence: 0.868770226

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00:02:06.590 --> 00:02:09.308
We have Python which is available,

NOTE Confidence: 0.868770226

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00:02:09.310 --> 00:02:11.070
which I'll be showing you

NOTE Confidence: 0.868770226

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00:02:11.070 --> 00:02:12.830
here in just a second.

NOTE Confidence: 0.868770226

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00:02:12.830 --> 00:02:17.504
Our is available in our studio and we

NOTE Confidence: 0.868770226

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00:02:17.504 --> 00:02:22.040
have a SQL Workbench which allows you to.

NOTE Confidence: 0.868770226

5f9380d7-b7b5-46e1-81f4-bf33eea777f6
00:02:22.040 --> 00:02:24.710
Pulled data from our data warehouses.

NOTE Confidence: 0.868770226

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00:02:24.710 --> 00:02:25.902
In addition to that,

NOTE Confidence: 0.868770226

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00:02:25.902 --> 00:02:28.100
we have the data lake which lives

NOTE Confidence: 0.868770226

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00:02:28.100 --> 00:02:30.494
in S3 buckets and we have cyberduck

NOTE Confidence: 0.868770226

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00:02:30.494 --> 00:02:31.911
for accessing that information

NOTE Confidence: 0.868770226

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00:02:31.911 --> 00:02:34.256
and you'll have access to all of

NOTE Confidence: 0.868770226

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00:02:34.256 --> 00:02:36.439
that through your workstation.

NOTE Confidence: 0.803633193333333

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00:02:39.220 --> 00:02:42.208
So the one demo script here.

NOTE Confidence: 0.803633193333333

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00:02:42.210 --> 00:02:45.620
It pulls some ways data.

NOTE Confidence: 0.803633193333333

e634ddca-4f05-4f1c-9f7c-076029b8f78d
00:02:45.620 --> 00:02:48.986
For five of the mountain states

NOTE Confidence: 0.803633193333333

293131b6-7050-431c-a11f-a3dadba0bc78
00:02:48.990 --> 00:02:52.278
for this year for Waze alerts.

NOTE Confidence: 0.803633193333333

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00:02:52.280 --> 00:02:54.080
I won't execute this because I

NOTE Confidence: 0.803633193333333

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00:02:54.080 --> 00:02:55.980
already have the data set pulled.

NOTE Confidence: 0.803633193333333

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00:02:55.980 --> 00:02:58.280
Takes a couple of minutes.

NOTE Confidence: 0.803633193333333

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00:02:58.280 --> 00:03:00.366
And then this right here plots

NOTE Confidence: 0.803633193333333

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00:03:00.366 --> 00:03:02.467
all of that and it's filtering

NOTE Confidence: 0.803633193333333

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00:03:02.467 --> 00:03:05.569
it down to just the interstates.

NOTE Confidence: 0.803633193333333

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00:03:05.570 --> 00:03:08.162
Pulls off some.

NOTE Confidence: 0.803633193333333

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00:03:08.162 --> 00:03:10.964
Date information adds that to

NOTE Confidence: 0.803633193333333

d6e7a3e7-aa19-40bf-8056-550bf15b9e59
00:03:10.964 --> 00:03:13.480
our data set and then plots it.

NOTE Confidence: 0.803633193333333

9dcf5b57-6c90-4e05-95f3-01cd8d77ddde
00:03:13.480 --> 00:03:14.920
So let's run this.

NOTE Confidence: 0.878446528

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00:03:22.780 --> 00:03:24.320
Takes maybe 20 seconds here.

NOTE Confidence: 0.933467629090909

a4b6e7e5-0596-40a5-b5b6-08470dc12825
00:03:28.940 --> 00:03:32.228
So this is average alert duration on the

NOTE Confidence: 0.933467629090909

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00:03:32.228 --> 00:03:36.790
interstates by state, by week, or this year.

NOTE Confidence: 0.933467629090909

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00:03:36.790 --> 00:03:39.562
Just an example of some of the data that's.

NOTE Confidence: 0.933467629090909

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00:03:39.570 --> 00:03:42.846
In that data set, there's lots of

NOTE Confidence: 0.933467629090909

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00:03:42.846 --> 00:03:46.378
different ways that you could analyze that.

NOTE Confidence: 0.933467629090909

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00:03:46.380 --> 00:03:49.080
Just just a quick just a quick pies out.

NOTE Confidence: 0.933467629090909

4cf38a95-3469-4765-b2f1-bb6268c5951a
00:03:49.080 --> 00:03:50.470
There is a question here.

NOTE Confidence: 0.933467629090909

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00:03:50.470 --> 00:03:53.272
Is there any limitation or restriction

NOTE Confidence: 0.933467629090909

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00:03:53.272 --> 00:03:57.840
on downloading packages into RR Studio?

NOTE Confidence: 0.933467629090909

6e85066a-5961-40f7-8bc4-a7a8a2f7a243
00:03:57.840 --> 00:04:02.051
No. That is one I could even show

NOTE Confidence: 0.933467629090909

6d4ee53b-3c61-4fd8-98ee-33ff12a42671
00:04:02.051 --> 00:04:05.708
you here in just a moment, but, uh.

NOTE Confidence: 0.933467629090909

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00:04:05.708 --> 00:04:08.210
Now what is?

NOTE Confidence: 0.933467629090909

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00:04:08.210 --> 00:04:10.346
How about loading the most current

NOTE Confidence: 0.933467629090909

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00:04:10.346 --> 00:04:12.899
versions of our little similar question?

NOTE Confidence: 0.933467629090909

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00:04:12.900 --> 00:04:16.830
Whatever is available on the crane.

NOTE Confidence: 0.933467629090909

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00:04:16.830 --> 00:04:18.438
That is whitelisted.

NOTE Confidence: 0.743557424615385

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00:04:20.800 --> 00:04:24.538
And, uh, let's see. So whitelisted

NOTE Confidence: 0.743557424615385

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00:04:24.538 --> 00:04:28.919
where the user can mid write each.

NOTE Confidence: 0.743557424615385

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00:04:28.920 --> 00:04:31.332
Each researcher can pull down any

NOTE Confidence: 0.743557424615385

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00:04:31.332 --> 00:04:34.074
of those packages for R or Python

NOTE Confidence: 0.743557424615385

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00:04:34.074 --> 00:04:36.531
that they need any versions that are

NOTE Confidence: 0.743557424615385

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00:04:36.609 --> 00:04:41.560
available either on Pypi or. Or cram.

NOTE Confidence: 0.846172283

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00:04:44.610 --> 00:04:46.330
Now the actual like language

NOTE Confidence: 0.846172283

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00:04:46.330 --> 00:04:48.050
itself or or our studio.

NOTE Confidence: 0.846172283

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00:04:48.050 --> 00:04:49.970
If you need a different version of our,

NOTE Confidence: 0.846172283

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00:04:49.970 --> 00:04:51.296
then we'll need to install that,

NOTE Confidence: 0.846172283

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00:04:51.300 --> 00:04:54.646
but you just submit a helpdesk ticket.

NOTE Confidence: 0.846172283

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00:04:54.650 --> 00:04:56.295
And. You're off and running

NOTE Confidence: 0.846172283

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00:04:56.295 --> 00:04:58.559
will take care of it for you.

NOTE Confidence: 0.846172283

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00:04:58.560 --> 00:05:00.024
Actually, this is the one that

NOTE Confidence: 0.846172283

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00:05:00.024 --> 00:05:01.529
I wanted to look at first,

NOTE Confidence: 0.846172283

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00:05:01.530 --> 00:05:03.970
so we have some documentation.

NOTE Confidence: 0.846172283

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00:05:03.970 --> 00:05:06.700
It is available about the datasets.

NOTE Confidence: 0.93249933

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00:05:10.170 --> 00:05:12.874
And you can find all that in here.

NOTE Confidence: 0.93249933

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00:05:12.880 --> 00:05:17.400
This GitLab instance is internal to the SDC.

NOTE Confidence: 0.93249933

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00:05:17.400 --> 00:05:18.548
And therefore, as secured,

NOTE Confidence: 0.93249933

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00:05:18.548 --> 00:05:20.270
you cannot reach it from outside.

NOTE Confidence: 0.93249933

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00:05:20.270 --> 00:05:22.976
But while you're inside the SDC,

NOTE Confidence: 0.93249933

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00:05:22.980 --> 00:05:25.716
you can use this for collaboration.

NOTE Confidence: 0.93249933

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00:05:25.720 --> 00:05:27.562
Which is this other group over

NOTE Confidence: 0.93249933

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00:05:27.562 --> 00:05:29.360
here which has the Commons?

NOTE Confidence: 0.93249933

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00:05:29.360 --> 00:05:32.204
We have some information here about

NOTE Confidence: 0.93249933

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00:05:32.204 --> 00:05:35.490
the Census API that you can hit the

NOTE Confidence: 0.93249933

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00:05:35.490 --> 00:05:37.240
ways sample queries and scripts,

NOTE Confidence: 0.93249933

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00:05:37.240 --> 00:05:39.643
which is the one that we just showed you.

NOTE Confidence: 0.93249933

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00:05:39.650 --> 00:05:43.175
Uhm, how to connect to the Hadoop cluster or?

NOTE Confidence: 0.93249933

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00:05:43.175 --> 00:05:45.800
Some other tools in here,

NOTE Confidence: 0.93249933

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00:05:45.800 --> 00:05:48.296
but this is also available for

NOTE Confidence: 0.93249933

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00:05:48.296 --> 00:05:50.390
individual research teams as well.

NOTE Confidence: 0.93249933

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00:05:50.390 --> 00:05:53.998
So. Each one of the research teams

NOTE Confidence: 0.93249933

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00:05:53.998 --> 00:05:55.780
will get a group within here,

NOTE Confidence: 0.93249933

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00:05:55.780 --> 00:05:57.808
and the primary investigator for the

NOTE Confidence: 0.93249933

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00:05:57.808 --> 00:06:00.169
research team will be an admin within

NOTE Confidence: 0.93249933

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00:06:00.169 --> 00:06:03.230
that group, and then they can create.

NOTE Confidence: 0.93249933

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00:06:03.230 --> 00:06:05.306
Projects and repose.

NOTE Confidence: 0.93249933

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00:06:05.306 --> 00:06:08.074
However, they need to.

NOTE Confidence: 0.93249933

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00:06:08.080 --> 00:06:14.019
Uhm? Let's go to.

NOTE Confidence: 0.93249933

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00:06:14.020 --> 00:06:18.766
Cyberduck and we'll show you

NOTE Confidence: 0.93249933

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00:06:18.766 --> 00:06:21.610
how to get data back out.

NOTE Confidence: 0.93249933

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00:06:21.610 --> 00:06:23.760
So.

NOTE Confidence: 0.93249933

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00:06:23.760 --> 00:06:25.710
If I have some data that

NOTE Confidence: 0.93249933

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00:06:25.710 --> 00:06:27.010
derived data from that,

NOTE Confidence: 0.93249933

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00:06:27.010 --> 00:06:28.710
I've done analysis with and

NOTE Confidence: 0.93249933

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00:06:28.710 --> 00:06:30.070
this is like aggregated,

NOTE Confidence: 0.93249933

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00:06:30.070 --> 00:06:34.327
no longer has any PII or CBI in it.

NOTE Confidence: 0.93249933

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00:06:34.330 --> 00:06:36.355
Then you can upload it

NOTE Confidence: 0.93249933

ea838385-7cf2-4a2d-b359-7a59151c8f44
00:06:36.355 --> 00:06:37.975
to this exports request.

NOTE Confidence: 0.93249933

4b35ae19-5504-4417-a2c7-54811f6f2757
00:06:37.980 --> 00:06:40.920
Folder with the end your team bucket.

NOTE Confidence: 0.93249933

c1457f7c-141e-4fa4-b03e-a0efa5544a4f
00:06:40.920 --> 00:06:43.368
Every research team will get a team bucket.

NOTE Confidence: 0.91346325375

4ca0c7f9-9de7-40b2-9f55-b07773d65d29
00:06:46.530 --> 00:06:49.045
As you can see, there's a lot of buckets,

NOTE Confidence: 0.91346325375

9598f9a2-2b7e-450d-92bb-39a62999aa28
00:06:49.045 --> 00:06:50.670
some of which are available.

NOTE Confidence: 0.91346325375

75d3aa03-7bae-4440-887b-38b55c3f5791
00:06:50.670 --> 00:06:52.357
The data link is also in those.

NOTE Confidence: 0.935426687142857

9507848c-73d5-4c42-8a29-a89c38521058
00:06:54.880 --> 00:06:57.246
Alright, so we've got that in there.

NOTE Confidence: 0.935426687142857

f1834995-8ca7-4222-a121-0e097bab0a50
00:06:57.250 --> 00:07:01.156
You'll go back here to the portal.

NOTE Confidence: 0.935426687142857

cf715329-0262-4ef6-932a-8f5b162946ec
00:07:01.160 --> 00:07:03.528
Look at our datasets.

NOTE Confidence: 0.88692069625

13f4256f-bb9f-4359-a68f-99f872ba18f3
00:07:06.500 --> 00:07:07.790
And here's the one for

NOTE Confidence: 0.88692069625

16cc408f-3107-475f-a696-1fdc028e4f0e
00:07:07.790 --> 00:07:08.564
the executive briefing.

NOTE Confidence: 0.81309818

8d7a888f-a65d-444f-8d22-2791fb0a97b2
00:07:10.660 --> 00:07:13.190
No, export it under this.

NOTE Confidence: 0.910700716666667

b8519f7d-6886-4bfa-bb21-b625c12ebd8b
00:07:21.440 --> 00:07:23.768
You select a few things here.

NOTE Confidence: 0.910700716666667

5181ce75-c515-4015-9d77-8a414baaf231
00:07:23.770 --> 00:07:25.954
We're going to just plow through this,

NOTE Confidence: 0.910700716666667

209f6475-0349-41c2-8531-56f88e5439d6
00:07:25.960 --> 00:07:28.340
'cause we're in a hurry.

NOTE Confidence: 0.910700716666667

5d4d8367-7e44-49cd-aac2-6433449fec88
00:07:28.340 --> 00:07:29.495
Given some information,

NOTE Confidence: 0.910700716666667

5408da08-fcd5-4369-8be1-a64b1f649db3
00:07:29.495 --> 00:07:31.805
this will be available to the

NOTE Confidence: 0.910700716666667

97528ffc-91ad-498c-925d-dad8d95ef965
00:07:31.805 --> 00:07:33.735
data stewards so that they

NOTE Confidence: 0.910700716666667

5abcd1e2-6abf-4e6d-a809-ca5a8ef8f371
00:07:33.735 --> 00:07:35.580
understand what the data is,

NOTE Confidence: 0.910700716666667

6427da35-cd8a-45af-8f3e-99eeae2a6557
00:07:35.580 --> 00:07:37.620
why you're using it, where it came from,

NOTE Confidence: 0.910700716666667

bd99f0b3-ac29-43ee-bac8-3671210c5d5b
00:07:37.620 --> 00:07:39.708
that kind of information.

NOTE Confidence: 0.910700716666667

451b5605-cf3e-4f33-80b4-d277de658fc7
00:07:39.708 --> 00:07:41.796
You come through this.

NOTE Confidence: 0.910700716666667

4fae274e-1b78-4a12-be08-8f0b9bb71cd8
00:07:41.800 --> 00:07:45.816
Agree to their use policy for the data.

NOTE Confidence: 0.910700716666667

44cb1f14-a5b4-446a-a7b1-567352e9d294
00:07:45.820 --> 00:07:46.550
Submit that.

NOTE Confidence: 0.859451864

3e0d2d61-382c-4382-9612-41c70b5c02c2
00:07:52.790 --> 00:07:54.565
Now you'll see that the

NOTE Confidence: 0.859451864

ba103007-dc4f-4f9f-af33-f0d506e10c2f
00:07:54.565 --> 00:07:56.340
status here is submitted now.

NOTE Confidence: 0.859451864

b8dffbcb-0a31-47bd-be7a-4d0037d3e666
00:07:56.340 --> 00:07:58.595
Switching my hat from researcher

NOTE Confidence: 0.859451864

d38c05c0-342b-45c7-a43f-38613ada4257
00:07:58.595 --> 00:08:00.820
to data steward. The data steward

NOTE Confidence: 0.859451864

e1739705-1aec-42ed-82ae-65fcf27c61ac
00:08:00.820 --> 00:08:02.560
will then log into the portal.

NOTE Confidence: 0.859451864

969b6dc0-9e06-4210-9bc1-72a83f40b512
00:08:02.560 --> 00:08:06.410
Come over here to the export requests.

NOTE Confidence: 0.859451864

a60df79d-948b-4e89-9f49-ecd5b2a9d02c
00:08:06.410 --> 00:08:08.643
And they will see that there is

NOTE Confidence: 0.859451864

b8ae6ccf-b6e7-466e-bdeb-2b805ad3eb3e
00:08:08.643 --> 00:08:10.520
an export request sitting here.

NOTE Confidence: 0.859451864

a11e85e8-5e87-4f67-8491-d607ffbf2319
00:08:10.520 --> 00:08:13.220
And they can review the details.

NOTE Confidence: 0.859451864

a9611c94-2fb9-4060-8e29-888847b8a328
00:08:13.220 --> 00:08:15.929
All the stuff that we just entered.

NOTE Confidence: 0.859451864

15167e49-92be-4d80-b698-54689011bd89
00:08:15.930 --> 00:08:18.324
And can pull down that file and look at

NOTE Confidence: 0.859451864

fc512dcb-8826-40fe-abb8-9f411040af53
00:08:18.324 --> 00:08:21.004
it and then they can approve or deny it.

NOTE Confidence: 0.859451864

5735797a-3fb3-493d-9c4a-51ba1b9b647d
00:08:21.010 --> 00:08:21.898
If we approve it.

NOTE Confidence: 0.927301294285714

df3df9d3-e874-42e1-b986-46bff880571c
00:08:25.100 --> 00:08:26.584
Then we can come back over here.

NOTE Confidence: 0.9336050125

0d9a2ffb-a162-410e-bc89-03cf184ab891
00:08:29.750 --> 00:08:34.270
Select that. Click download.

NOTE Confidence: 0.9336050125

b80c9f1a-f503-4453-9502-45e4b4c0d5eb
00:08:34.270 --> 00:08:36.782
And now our data that we had inside

NOTE Confidence: 0.9336050125

70bd2828-8db7-4171-a7c2-1eac4f070e58
00:08:36.782 --> 00:08:39.172
the SDC now comes outside to the

NOTE Confidence: 0.9336050125

03f89df1-fdc6-4752-9a70-9cc6ae782d52
00:08:39.172 --> 00:08:41.966
SDC where you can use it for. Uh.

NOTE Confidence: 0.9336050125

0ba9d089-3b96-4cf3-bfdb-e099192292be
00:08:41.966 --> 00:08:44.181
White papers or other research

NOTE Confidence: 0.9336050125

4b598482-4621-441e-883d-509b133837d9
00:08:44.181 --> 00:08:45.908
presentations or whatever the

NOTE Confidence: 0.9336050125

7f64a5e8-0d18-4b08-9bb1-cd99ac818e9c
00:08:45.908 --> 00:08:47.834
research needs to do with it,

NOTE Confidence: 0.9336050125

0b3e0e02-2949-4436-b7a0-daacf909b6fe
00:08:47.840 --> 00:08:50.680
because now it's been aggregated

NOTE Confidence: 0.9336050125

46e15344-7f68-4729-91a7-3ae838ce2e6b
00:08:50.680 --> 00:08:52.384
peas been removed.

NOTE Confidence: 0.9336050125

0139630b-9bf8-409d-889c-02e3de7a2a43
00:08:52.390 --> 00:08:54.542
It's now public data or it can be

NOTE Confidence: 0.9336050125

b89ad606-b85b-4994-a949-1e50bf09457c
00:08:54.542 --> 00:08:56.397
public data if you need it to be.

NOTE Confidence: 0.936407668571429

6079fcd8-ddfa-49b1-ab89-606bd3e68c17
00:08:59.510 --> 00:09:01.680
So we have about one minute left.

NOTE Confidence: 0.936407668571429

e157b7f2-b70c-4e8e-8aa5-69852f7176b0
00:09:01.680 --> 00:09:03.530
Is there any other questions?

NOTE Confidence: 0.906836151052632

43aaa6e6-2eae-4814-987d-96007740e3c9
00:09:19.870 --> 00:09:21.640
I don't think there are any

NOTE Confidence: 0.906836151052632

fc269b26-d549-44e6-b334-399a0a092f31
00:09:21.640 --> 00:09:23.462
questions on the demo that was

NOTE Confidence: 0.906836151052632

2b4d1607-8807-4f43-9ff7-ac6c820eefde
00:09:23.462 --> 00:09:25.478
very fast and and I appreciate it,

NOTE Confidence: 0.906836151052632

61a9490c-6d0e-446c-b73d-4a4a58459878
00:09:25.480 --> 00:09:26.995
but that's what the user

NOTE Confidence: 0.906836151052632

abab3aca-8c66-4774-9f99-54de71e26d81
00:09:26.995 --> 00:09:27.904
experience looks like.

NOTE Confidence: 0.906836151052632

77edf0bb-c489-42ea-8342-70bf77e06fc5
00:09:27.910 --> 00:09:30.605
So if you love to program in

NOTE Confidence: 0.906836151052632

e2eb05b6-5c64-45eb-bcad-083469997c0b
00:09:30.605 --> 00:09:32.240
Python or in are,

NOTE Confidence: 0.906836151052632

20f42e4f-28b4-4a21-a933-beb701fef188
00:09:32.240 --> 00:09:34.160
you can generally do the things

NOTE Confidence: 0.906836151052632

8f036f50-4947-4bb1-b23b-c2f29698dcb7
00:09:34.160 --> 00:09:36.744
that you expect to do on a machine

NOTE Confidence: 0.906836151052632

0d5a5dd9-d9db-4dbb-96e4-257d5b594138
00:09:36.744 --> 00:09:38.584
with an appropriate amount of

NOTE Confidence: 0.906836151052632

1234d76b-008a-47eb-901f-2106f144bc26
00:09:38.584 --> 00:09:40.754
power and we try to make sure

NOTE Confidence: 0.906836151052632

d122a3e0-bcc1-40bf-9dfe-3b1f85dec7e8
00:09:40.754 --> 00:09:42.583
that that the security Commons is

NOTE Confidence: 0.906836151052632

5b823633-c49a-40c7-b61a-66dcd7cbdfa9
00:09:42.583 --> 00:09:44.602
not a lock box for data, right?

NOTE Confidence: 0.906836151052632

31db3b10-4572-4b0f-80ab-ed8764530206
00:09:44.602 --> 00:09:46.162
So that's but that export

NOTE Confidence: 0.906836151052632

f6111846-f2c7-4c01-84fb-d47636baf1a5
00:09:46.162 --> 00:09:47.732
requests feature in the review

NOTE Confidence: 0.906836151052632

0c149b2e-7b4c-4f19-8355-24b96722b722
00:09:47.732 --> 00:09:49.538
feature is a key piece of the.

NOTE Confidence: 0.906836151052632

c7159018-a2ae-41e0-ae29-b1e647904ea1
00:09:49.540 --> 00:09:51.836
Review process that we use to make

NOTE Confidence: 0.906836151052632

fbc7ffe6-d02a-4f54-ab76-a45c84a6b580
00:09:51.836 --> 00:09:53.991
sure that we're upholding our

NOTE Confidence: 0.906836151052632

70d47661-c60b-4105-b2cb-688e29ad8b2e
00:09:53.991 --> 00:09:56.480
obligations around any given data set,

NOTE Confidence: 0.906836151052632

209d20c6-898b-4cd4-be05-a7ca629d7a34
00:09:56.480 --> 00:09:58.585
whether it's governed by an

NOTE Confidence: 0.906836151052632

035c9271-ac04-4255-a6c9-faaf19fc99c3
00:09:58.585 --> 00:10:00.239
Institutional Review Board or

NOTE Confidence: 0.906836151052632

d094b585-1ae1-49f1-98ee-363341326443
00:10:00.239 --> 00:10:02.184
other terms and conditions that

NOTE Confidence: 0.906836151052632

d19f0064-3cd8-4554-936e-06f3c83aa98a
00:10:02.184 --> 00:10:05.080
may be levied by a private sector

NOTE Confidence: 0.906836151052632

446f61d0-f295-4d5b-a34e-ea838d2d2c06
00:10:05.080 --> 00:10:06.860
party where we're making that data

NOTE Confidence: 0.906836151052632

01ec22d4-a4c8-46d6-8f07-fee3ee3786ed
00:10:06.860 --> 00:10:08.220
set available through the SEC.

NOTE Confidence: 0.906836151052632

97094b3f-da5b-4154-ae70-c95a0addd4a8
00:10:08.220 --> 00:10:10.350
So thanks, Jeff.

NOTE Confidence: 0.906836151052632

8bb082bc-233f-4e42-be7f-b8a358f2d393
00:10:10.350 --> 00:10:11.455
Folks have questions that come

NOTE Confidence: 0.906836151052632

a581e1bc-2f08-4b0b-87b9-c5a36b7ae2a3
00:10:11.455 --> 00:10:13.092
to mind even as we go through

NOTE Confidence: 0.906836151052632

bc5e40ac-a9a6-4c9b-a62c-8cbfcaacbbf3
00:10:13.092 --> 00:10:14.544
the rest of the meeting content.

NOTE Confidence: 0.906836151052632

4444cbb1-163c-4e3b-a697-324fbf4c274f
00:10:14.550 --> 00:10:16.920
Feel free to raise your hand

NOTE Confidence: 0.906836151052632

5efe8bd8-6160-43ac-b75e-077393d65783
00:10:16.920 --> 00:10:18.998
and we will bring them on board.