WEBVTT
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so<00:00:12.210><c> my</c><00:00:12.300><c> name</c><00:00:12.450><c> is</c><00:00:12.480><c> Kyle</c><00:00:12.780><c> Haley</c><00:00:13.110><c> and</c><00:00:13.320><c> my</c>

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so my name is Kyle Haley and my
 

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so my name is Kyle Haley and my
company's<00:00:14.099><c> deltax</c><00:00:14.549><c> and</c><00:00:14.849><c> my</c><00:00:14.940><c> title</c><00:00:15.269><c> there</c><00:00:15.389><c> is</c>

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company's deltax and my title there is
 

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company's deltax and my title there is
Technical<00:00:15.929><c> Evangelist</c><00:00:20.810><c> well</c><00:00:21.830><c> being</c><00:00:22.830><c> a</c>

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Technical Evangelist well being a
 

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Technical Evangelist well being a
speaker<00:00:23.160><c> here</c><00:00:23.279><c> it</c><00:00:23.369><c> gives</c><00:00:23.460><c> me</c><00:00:23.609><c> excuse</c><00:00:23.970><c> to</c><00:00:24.060><c> get</c><00:00:24.150><c> a</c>

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speaker here it gives me excuse to get a
 

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speaker here it gives me excuse to get a
work<00:00:24.359><c> income</c><00:00:24.689><c> and</c><00:00:24.990><c> I</c><00:00:25.230><c> decide</c><00:00:25.560><c> love</c><00:00:25.769><c> being</c>

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work income and I decide love being
 

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work income and I decide love being
around<00:00:26.010><c> data</c><00:00:26.279><c> visualization</c><00:00:26.910><c> so</c><00:00:27.180><c> there's</c><00:00:27.750><c> a</c>

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around data visualization so there's a
 

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around data visualization so there's a
lot<00:00:27.840><c> of</c><00:00:27.900><c> data</c><00:00:28.170><c> science</c><00:00:28.590><c> stuff</c><00:00:28.800><c> here</c><00:00:28.980><c> but</c><00:00:29.010><c> the</c>

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lot of data science stuff here but the
 

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lot of data science stuff here but the
data<00:00:29.369><c> visualizations</c><00:00:29.849><c> what</c><00:00:30.210><c> I'm</c><00:00:30.330><c> really</c>

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data visualizations what I'm really
 

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data visualizations what I'm really
excited<00:00:30.750><c> about</c><00:00:35.149><c> well</c><00:00:36.149><c> the</c><00:00:36.239><c> cool</c><00:00:36.510><c> thing</c><00:00:36.570><c> for</c><00:00:36.840><c> me</c>

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excited about well the cool thing for me
 

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excited about well the cool thing for me
is<00:00:36.960><c> like</c><00:00:37.110><c> the</c><00:00:37.410><c> tools</c><00:00:37.680><c> that</c><00:00:37.800><c> are</c><00:00:37.890><c> available</c><00:00:37.980><c> now</c>

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is like the tools that are available now
 

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is like the tools that are available now
I<00:00:38.640><c> mean</c><00:00:38.879><c> I</c><00:00:39.290><c> started</c><00:00:40.290><c> 25</c><00:00:40.590><c> years</c><00:00:40.649><c> ago</c><00:00:40.920><c> at</c><00:00:41.430><c> Oracle</c>

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I mean I started 25 years ago at Oracle
 

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I mean I started 25 years ago at Oracle
one<00:00:42.030><c> like</c><00:00:42.210><c> there</c><00:00:42.420><c> was</c><00:00:42.540><c> no</c><00:00:42.719><c> visualization</c>

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one like there was no visualization
 

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one like there was no visualization
tools<00:00:43.680><c> and</c><00:00:44.070><c> and</c><00:00:44.820><c> now</c><00:00:45.390><c> I</c><00:00:45.420><c> mean</c><00:00:45.930><c> they</c><00:00:46.110><c> started</c><00:00:46.379><c> to</c>

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tools and and now I mean they started to
 

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tools and and now I mean they started to
build<00:00:46.559><c> him</c><00:00:46.710><c> up</c><00:00:46.770><c> there</c><00:00:46.950><c> I</c><00:00:46.980><c> mean</c><00:00:47.129><c> TCL</c><00:00:47.520><c> came</c><00:00:47.700><c> out</c>

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build him up there I mean TCL came out
 

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build him up there I mean TCL came out
in<00:00:47.940><c> the</c><00:00:48.000><c> 90s</c><00:00:48.360><c> TK</c><00:00:48.809><c> which</c><00:00:49.410><c> was</c><00:00:49.620><c> you</c><00:00:50.070><c> know</c><00:00:50.100><c> but</c>

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in the 90s TK which was you know but
 

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in the 90s TK which was you know but
it's<00:00:50.730><c> been</c><00:00:50.820><c> blown</c><00:00:50.969><c> away</c><00:00:51.270><c> now</c><00:00:51.449><c> with</c><00:00:51.629><c> the</c><00:00:51.719><c> web</c>

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it's been blown away now with the web
 

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it's been blown away now with the web
and<00:00:52.410><c> like</c><00:00:52.649><c> JavaScript</c><00:00:53.430><c> and</c><00:00:53.670><c> some</c><00:00:54.629><c> of</c><00:00:54.690><c> the</c>

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and like JavaScript and some of the
 

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and like JavaScript and some of the
JavaScript<00:00:55.170><c> libraries</c><00:00:55.500><c> like</c><00:00:55.620><c> highcharts</c><00:00:56.039><c> rd3</c>

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JavaScript libraries like highcharts rd3
 

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JavaScript libraries like highcharts rd3
and<00:00:56.910><c> like</c><00:00:57.539><c> it</c><00:00:58.109><c> just</c><00:00:58.230><c> opens</c><00:00:58.559><c> the</c><00:00:58.649><c> door</c><00:00:58.770><c> wider</c>

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and like it just opens the door wider
 

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and like it just opens the door wider
doing<00:00:59.430><c> all</c><00:00:59.550><c> sort</c><00:00:59.789><c> of</c><00:00:59.820><c> visualizations</c><00:01:00.270><c> that</c>

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doing all sort of visualizations that
 

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doing all sort of visualizations that
I've<00:01:00.690><c> always</c><00:01:00.960><c> specially</c><00:01:01.649><c> interactive</c><00:01:02.100><c> that</c>

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I've always specially interactive that
 

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I've always specially interactive that
I've<00:01:02.340><c> always</c><00:01:02.460><c> wanted</c><00:01:02.640><c> to</c><00:01:02.789><c> do</c><00:01:02.879><c> and</c><00:01:03.059><c> you</c>

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I've always wanted to do and you
 

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I've always wanted to do and you
couldn't<00:01:03.510><c> do</c><00:01:03.690><c> historically</c>

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let's<00:01:12.240><c> this</c><00:01:12.300><c> sort</c><00:01:12.570><c> of</c><00:01:12.630><c> i'm</c><00:01:12.690><c> going</c><00:01:12.810><c> to</c><00:01:12.870><c> talk</c>

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let's this sort of i'm going to talk
 

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let's this sort of i'm going to talk
about<00:01:13.140><c> yeah</c><00:01:13.380><c> because</c><00:01:13.500><c> i</c><00:01:13.590><c> I'm</c><00:01:14.130><c> gonna</c><00:01:14.340><c> I'll</c>

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about yeah because i I'm gonna I'll
 

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about yeah because i I'm gonna I'll
bring<00:01:15.120><c> in</c><00:01:15.240><c> like</c><00:01:15.330><c> textural</c><00:01:15.690><c> reports</c><00:01:15.930><c> in</c><00:01:16.020><c> the</c>

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bring in like textural reports in the
 

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bring in like textural reports in the
meetings<00:01:16.350><c> i'm</c><00:01:16.680><c> able</c><00:01:16.800><c> to</c><00:01:16.860><c> form</c><00:01:17.040><c> this</c><00:01:17.100><c> guy</c><00:01:17.250><c> so</c><00:01:17.520><c> i</c>

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meetings i'm able to form this guy so i
 

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meetings i'm able to form this guy so i
hears<00:01:18.000><c> you</c><00:01:18.060><c> know</c><00:01:18.180><c> here's</c><00:01:18.510><c> the</c><00:01:18.630><c> line</c><00:01:18.780><c> in</c><00:01:18.960><c> the</c>

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hears you know here's the line in the
 

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hears you know here's the line in the
port<00:01:19.260><c> here's</c><00:01:19.560><c> the</c><00:01:19.680><c> problem</c><00:01:19.920><c> and</c><00:01:20.220><c> you</c><00:01:20.340><c> fix</c><00:01:20.550><c> that</c>

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port here's the problem and you fix that
 

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port here's the problem and you fix that
problem<00:01:20.760><c> with</c><00:01:21.000><c> this</c><00:01:21.060><c> action</c><00:01:21.450><c> and</c><00:01:21.660><c> the</c><00:01:22.050><c> eyes</c>

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problem with this action and the eyes
 

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problem with this action and the eyes
just<00:01:22.590><c> glaze</c><00:01:22.830><c> over</c><00:01:23.010><c> and</c><00:01:23.160><c> they</c><00:01:23.490><c> just</c><00:01:23.640><c> keep</c>

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just glaze over and they just keep
 

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just glaze over and they just keep
arguing<00:01:23.970><c> and</c><00:01:24.390><c> i</c><00:01:24.780><c> bring</c><00:01:24.990><c> in</c><00:01:25.140><c> a</c><00:01:25.200><c> nice</c><00:01:25.350><c> pretty</c>

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arguing and i bring in a nice pretty
 

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arguing and i bring in a nice pretty
chart<00:01:25.890><c> you</c><00:01:26.100><c> know</c><00:01:26.190><c> at</c><00:01:26.310><c> some</c><00:01:26.430><c> bars</c><00:01:26.670><c> and</c><00:01:26.880><c> like</c><00:01:26.940><c> see</c>

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chart you know at some bars and like see
 

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chart you know at some bars and like see
this<00:01:27.480><c> high</c><00:01:27.780><c> bar</c><00:01:28.020><c> that's</c><00:01:28.440><c> the</c><00:01:28.560><c> problem</c><00:01:28.650><c> oh</c><00:01:29.250><c> yeah</c>

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this high bar that's the problem oh yeah
 

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this high bar that's the problem oh yeah
that's<00:01:29.700><c> a</c><00:01:29.760><c> problem</c><00:01:29.880><c> and</c><00:01:30.240><c> then</c><00:01:30.360><c> everybody</c><00:01:30.810><c> gets</c>

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that's a problem and then everybody gets
 

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that's a problem and then everybody gets
on<00:01:31.050><c> board</c><00:01:31.230><c> it's</c><00:01:31.500><c> crazy</c><00:01:38.990><c> it's</c><00:01:39.990><c> the</c><00:01:40.080><c> big</c><00:01:40.230><c> thing</c><00:01:40.350><c> i</c>

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on board it's crazy it's the big thing i
 

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on board it's crazy it's the big thing i
want<00:01:40.650><c> is</c><00:01:40.800><c> um</c><00:01:41.040><c> is</c><00:01:41.360><c> required</c><00:01:42.360><c> to</c><00:01:42.450><c> have</c><00:01:42.570><c> domain</c>

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want is um is required to have domain
 

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want is um is required to have domain
expert<00:01:43.170><c> when</c><00:01:43.290><c> people</c><00:01:43.530><c> make</c><00:01:43.620><c> domain</c><00:01:44.310><c> expertise</c>

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expert when people make domain expertise
 

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expert when people make domain expertise
when<00:01:44.880><c> people</c><00:01:45.090><c> make</c><00:01:45.150><c> visualization</c><00:01:45.720><c> so</c><00:01:45.930><c> what</c><00:01:46.380><c> i</c>

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when people make visualization so what i
 

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when people make visualization so what i
see<00:01:46.620><c> over</c><00:01:46.920><c> and</c><00:01:46.950><c> over</c><00:01:47.040><c> in</c><00:01:47.220><c> the</c><00:01:47.280><c> industry</c><00:01:47.550><c> right</c>

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see over and over in the industry right
 

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see over and over in the industry right
now<00:01:47.700><c> especially</c><00:01:47.880><c> cuz</c><00:01:48.270><c> my</c><00:01:48.330><c> world</c><00:01:48.510><c> performance</c>

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now especially cuz my world performance
 

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now especially cuz my world performance
so<00:01:49.110><c> people</c><00:01:49.440><c> just</c><00:01:49.500><c> throw</c><00:01:49.710><c> a</c><00:01:49.800><c> bunch</c><00:01:49.860><c> of</c><00:01:50.070><c> line</c>

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so people just throw a bunch of line
 

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so people just throw a bunch of line
charge<00:01:50.460><c> so</c><00:01:50.640><c> a</c><00:01:50.930><c> company</c><00:01:51.930><c> will</c><00:01:52.020><c> say</c><00:01:52.110><c> oh</c><00:01:52.140><c> we</c><00:01:52.290><c> need</c>

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charge so a company will say oh we need
 

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charge so a company will say oh we need
a<00:01:52.470><c> new</c><00:01:52.800><c> dashboard</c><00:01:53.040><c> okay</c><00:01:53.610><c> Joe</c><00:01:54.060><c> you're</c><00:01:54.450><c> you</c><00:01:54.720><c> know</c>

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a new dashboard okay Joe you're you know
 

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a new dashboard okay Joe you're you know
how<00:01:54.870><c> to</c><00:01:54.960><c> do</c><00:01:55.080><c> javascript</c><00:01:55.620><c> or</c><00:01:55.830><c> something</c><00:01:56.240><c> go</c>

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how to do javascript or something go
 

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how to do javascript or something go
make<00:01:57.390><c> a</c><00:01:57.420><c> dashboard</c><00:01:57.630><c> and</c><00:01:57.960><c> Joe</c><00:01:58.260><c> doesn't</c><00:01:58.470><c> it's</c>

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make a dashboard and Joe doesn't it's
 

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make a dashboard and Joe doesn't it's
not<00:01:58.650><c> a</c><00:01:58.740><c> performance</c><00:01:59.010><c> person</c><00:01:59.310><c> so</c><00:01:59.460><c> he</c><00:01:59.580><c> goes</c><00:01:59.670><c> and</c>

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not a performance person so he goes and
 

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not a performance person so he goes and
asks<00:01:59.910><c> the</c><00:02:00.270><c> engineers</c><00:02:00.600><c> what</c><00:02:00.720><c> about</c><00:02:00.840><c> which</c><00:02:00.990><c> I</c><00:02:01.140><c> a</c>

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asks the engineers what about which I a
 

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asks the engineers what about which I a
cart<00:02:01.680><c> and</c><00:02:01.830><c> they're</c><00:02:02.370><c> like</c><00:02:02.490><c> oh</c><00:02:02.610><c> this</c><00:02:02.850><c> stat</c><00:02:03.150><c> mats</c>

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cart and they're like oh this stat mats
 

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cart and they're like oh this stat mats
at<00:02:03.540><c> that</c><00:02:03.690><c> stuff</c><00:02:03.870><c> ok</c><00:02:04.140><c> throws</c><00:02:04.440><c> up</c><00:02:04.530><c> dashboard</c><00:02:04.980><c> a</c>

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at that stuff ok throws up dashboard a
 

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at that stuff ok throws up dashboard a
bunch<00:02:05.250><c> of</c><00:02:05.370><c> different</c><00:02:05.580><c> charts</c><00:02:05.790><c> all</c><00:02:05.970><c> different</c>

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bunch of different charts all different
 

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bunch of different charts all different
lines<00:02:06.480><c> but</c><00:02:07.140><c> there's</c><00:02:07.320><c> no</c><00:02:08.240><c> there's</c><00:02:09.240><c> no</c><00:02:09.300><c> really</c>

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lines but there's no there's no really
 

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lines but there's no there's no really
intelligence<00:02:09.990><c> in</c><00:02:10.110><c> the</c><00:02:10.140><c> interface</c><00:02:10.380><c> there's</c><00:02:10.920><c> no</c>

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intelligence in the interface there's no
 

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intelligence in the interface there's no
the<00:02:11.760><c> new</c><00:02:11.880><c> methodology</c><00:02:12.510><c> so</c><00:02:13.230><c> what</c><00:02:13.800><c> I</c><00:02:13.830><c> want</c>

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the new methodology so what I want
 

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the new methodology so what I want
people<00:02:14.310><c> do</c><00:02:14.430><c> is</c><00:02:14.580><c> don't</c><00:02:14.880><c> just</c><00:02:15.030><c> throw</c><00:02:15.120><c> a</c><00:02:15.180><c> bunch</c><00:02:15.209><c> of</c>

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people do is don't just throw a bunch of
 

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people do is don't just throw a bunch of
line<00:02:15.600><c> charts</c><00:02:15.980><c> it's</c><00:02:16.980><c> going</c><00:02:17.100><c> to</c><00:02:17.130><c> end</c><00:02:17.370><c> don't</c><00:02:17.610><c> just</c>

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line charts it's going to end don't just
 

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line charts it's going to end don't just
throw<00:02:17.880><c> any</c><00:02:18.780><c> ole</c><00:02:18.959><c> developer</c><00:02:19.290><c> spine</c><00:02:19.500><c> but</c><00:02:19.709><c> have</c>

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throw any ole developer spine but have
 

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throw any ole developer spine but have
somebody<00:02:20.160><c> who's</c><00:02:20.400><c> in</c><00:02:20.550><c> the</c><00:02:20.610><c> trenches</c><00:02:20.940><c> are</c>

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somebody who's in the trenches are
 

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somebody who's in the trenches are
actually<00:02:21.330><c> like</c><00:02:21.420><c> a</c><00:02:21.450><c> customer</c><00:02:21.870><c> or</c><00:02:22.020><c> especially</c><00:02:22.770><c> a</c>

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actually like a customer or especially a
 

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actually like a customer or especially a
lot<00:02:22.980><c> of</c><00:02:23.070><c> time</c><00:02:23.280><c> with</c><00:02:23.670><c> what</c><00:02:23.850><c> are</c><00:02:23.940><c> you</c><00:02:24.000><c> trying</c><00:02:24.180><c> to</c>

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lot of time with what are you trying to
 

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lot of time with what are you trying to
solve<00:02:24.420><c> you</c><00:02:25.020><c> can</c><00:02:25.200><c> guide</c><00:02:25.380><c> that</c><00:02:25.620><c> developer</c><00:02:26.370><c> and</c>

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solve you can guide that developer and
 

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solve you can guide that developer and
make<00:02:26.910><c> an</c><00:02:27.030><c> interface</c><00:02:27.330><c> that</c><00:02:27.410><c> actually</c><00:02:28.410><c> shows</c>

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make an interface that actually shows
 

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make an interface that actually shows
the<00:02:28.590><c> correlations</c><00:02:29.160><c> and</c><00:02:29.340><c> shows</c><00:02:29.610><c> the</c><00:02:29.940><c> output</c>

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the correlations and shows the output
 

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the correlations and shows the output
that<00:02:31.040><c> that</c><00:02:32.040><c> you're</c><00:02:32.130><c> trying</c><00:02:32.250><c> to</c><00:02:32.340><c> achieve</c><00:02:32.459><c> I</c>

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that that you're trying to achieve I
 

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that that you're trying to achieve I
think<00:02:34.350><c> people</c><00:02:34.500><c> leave</c><00:02:34.709><c> it</c><00:02:34.830><c> up</c><00:02:34.920><c> to</c><00:02:35.040><c> the</c><00:02:35.160><c> user</c>

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think people leave it up to the user
 

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think people leave it up to the user
like<00:02:35.670><c> this</c><00:02:35.850><c> just</c><00:02:35.970><c> throw</c><00:02:36.090><c> up</c><00:02:36.150><c> all</c><00:02:36.270><c> the</c><00:02:36.300><c> data</c><00:02:36.540><c> and</c>

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like this just throw up all the data and
 

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like this just throw up all the data and
let<00:02:36.810><c> the</c><00:02:36.930><c> user</c><00:02:37.110><c> decide</c><00:02:37.830><c> how</c><00:02:38.370><c> to</c><00:02:38.400><c> fix</c><00:02:38.670><c> problem</c>

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let the user decide how to fix problem
 

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let the user decide how to fix problem
that's<00:02:39.930><c> not</c><00:02:40.110><c> what</c><00:02:40.200><c> industry</c><00:02:40.590><c> wants</c><00:02:40.739><c> now</c><00:02:40.920><c> we're</c>

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that's not what industry wants now we're
 

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that's not what industry wants now we're
doing<00:02:41.280><c> consumerization</c><00:02:42.060><c> of</c><00:02:42.150><c> software</c><00:02:42.600><c> we</c>

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doing consumerization of software we
 

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doing consumerization of software we
want<00:02:42.959><c> an</c><00:02:43.350><c> interface</c><00:02:43.709><c> that</c><00:02:43.739><c> here</c><00:02:44.070><c> here's</c><00:02:44.250><c> the</c>

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want an interface that here here's the
 

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want an interface that here here's the
problem<00:02:44.520><c> immediately</c><00:02:45.060><c> without</c><00:02:45.540><c> having</c><00:02:45.989><c> you</c>

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problem immediately without having you
 

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problem immediately without having you
make<00:02:46.680><c> the</c><00:02:46.800><c> user</c><00:02:46.920><c> work</c><00:02:47.130><c> I</c><00:02:47.310><c> want</c><00:02:47.489><c> I</c><00:02:47.610><c> want</c><00:02:47.670><c> the</c>

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make the user work I want I want the
 

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make the user work I want I want the
software<00:02:48.180><c> work</c><00:02:48.300><c> say</c><00:02:48.840><c> I</c><00:02:48.870><c> want</c><00:02:49.080><c> my</c><00:02:49.230><c> life</c><00:02:49.380><c> to</c><00:02:49.410><c> be</c>

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software work say I want my life to be
 

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software work say I want my life to be
easy<00:02:49.590><c> right</c>

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easy right
 

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easy right
you