[Script Info]
Title: 
[Events]
Format: Layer, Start, End, Style, Name, MarginL, MarginR, MarginV, Effect, Text
Dialogue: 0,0:00:03.61,0:00:06.28,Default,,0000,0000,0000,,the world we live in is a wash with data
Dialogue: 0,0:00:06.39,0:00:09.86,Default,,0000,0000,0000,,that comes pouring in from everywhere around us
Dialogue: 0,0:00:10.35,0:00:14.33,Default,,0000,0000,0000,,on is own this data is just noise and confusion
Dialogue: 0,0:00:14.52,0:00:16.39,Default,,0000,0000,0000,,to make sense of data
Dialogue: 0,0:00:16.39,0:00:18.25,Default,,0000,0000,0000,,to find the meaning in this
Dialogue: 0,0:00:18.25,0:00:22.65,Default,,0000,0000,0000,,we need a powerful brunch of science STATISTICS
Dialogue: 0,0:00:22.65,0:00:27.54,Default,,0000,0000,0000,,believe me thats nothing boring about\Nstatistics , especially not today when we
Dialogue: 0,0:00:27.54,0:00:28.44,Default,,0000,0000,0000,,can make the data
Dialogue: 0,0:00:28.44,0:00:30.42,Default,,0000,0000,0000,,seen
Dialogue: 0,0:00:30.42,0:00:32.58,Default,,0000,0000,0000,,with statistics we can really make\Nsense of the world
Dialogue: 0,0:00:32.58,0:00:35.09,Default,,0000,0000,0000,,and there is more
Dialogue: 0,0:00:35.09,0:00:41.17,Default,,0000,0000,0000,,with statistics that data deluge as it\Nbeen called , is leading us to an ever
Dialogue: 0,0:00:41.17,0:00:42.73,Default,,0000,0000,0000,,greater understanding
Dialogue: 0,0:00:42.73,0:00:46.29,Default,,0000,0000,0000,,of life on Earth and the Universe beyond
Dialogue: 0,0:00:46.35,0:00:51.54,Default,,0000,0000,0000,,and thanks to the incredible power\Nof today's computers it may
Dialogue: 0,0:00:51.54,0:00:57.76,Default,,0000,0000,0000,,fundamentally transformed the process of\Nscientific discovery
Dialogue: 0,0:00:57.76,0:00:59.07,Default,,0000,0000,0000,,I kid you not
Dialogue: 0,0:00:59.07,0:01:06.07,Default,,0000,0000,0000,,statistics is now the sexiest subject\Naround
Dialogue: 0,0:01:12.89,0:01:15.48,Default,,0000,0000,0000,,Sztokholm, Szwecja
Dialogue: 0,0:01:22.70,0:01:25.86,Default,,0000,0000,0000,,did you know that there is a one million boats in\NSweden
Dialogue: 0,0:01:25.86,0:01:28.27,Default,,0000,0000,0000,,thats one boat per nine people
Dialogue: 0,0:01:28.27,0:01:31.61,Default,,0000,0000,0000,,is the highest number of boats per person in Europe
Dialogue: 0,0:01:31.61,0:01:34.05,Default,,0000,0000,0000,,Sweden also has .. the most McDonalds per person in Europe
Dialogue: 0,0:01:34.27,0:01:35.62,Default,,0000,0000,0000,,..... the most computers per person in Europe
Dialogue: 0,0:01:36.56,0:01:38.60,Default,,0000,0000,0000,,.. the most nuclear reactor per person in Europe
Dialogue: 0,0:01:41.77,0:01:45.87,Default,,0000,0000,0000,,being a statistician you dont like telling\Nyour profession at dinner parties
Dialogue: 0,0:01:45.87,0:01:46.76,Default,,0000,0000,0000,,but really
Dialogue: 0,0:01:46.76,0:01:51.10,Default,,0000,0000,0000,,statistician shouldn't be shy becouse\Neveryone wants to understand whats going on
Dialogue: 0,0:01:51.47,0:01:53.03,Default,,0000,0000,0000,,and statystics
Dialogue: 0,0:01:53.03,0:01:58.85,Default,,0000,0000,0000,,gives us a perspective on the world we\Nlive in that we cant get in any other way
Dialogue: 0,0:01:59.09,0:02:03.64,Default,,0000,0000,0000,,the average person spends 24 years of their life asleep
Dialogue: 0,0:02:04.01,0:02:06.69,Default,,0000,0000,0000,,statistics tells us whether the things we think
Dialogue: 0,0:02:06.69,0:02:09.17,Default,,0000,0000,0000,,and believe are actually true
Dialogue: 0,0:02:09.26,0:02:13.95,Default,,0000,0000,0000,,most men think theyre better drivers than women
Dialogue: 0,0:02:14.18,0:02:19.50,Default,,0000,0000,0000,,but they have almost double the fatal accidens per mile driven
Dialogue: 0,0:02:19.62,0:02:22.72,Default,,0000,0000,0000,,a statystics are far more useful
Dialogue: 0,0:02:22.72,0:02:25.53,Default,,0000,0000,0000,,than we usually like to admit
Dialogue: 0,0:02:25.53,0:02:29.50,Default,,0000,0000,0000,,in the last recession I was listen this\Nfamous calling to a talk-radiostation
Dialogue: 0,0:02:29.94,0:02:31.10,Default,,0000,0000,0000,,the man complain
Dialogue: 0,0:02:31.10,0:02:35.84,Default,,0000,0000,0000,,in times like this when unemployment raised up to a thirteen percent and income
Dialogue: 0,0:02:35.84,0:02:39.00,Default,,0000,0000,0000,,is fallen by five percent\Nand suicide raised up climbing
Dialogue: 0,0:02:39.23,0:02:43.53,Default,,0000,0000,0000,,I get so angry that the government\Nis wasting money on things like
Dialogue: 0,0:02:43.53,0:02:45.30,Default,,0000,0000,0000,,connection of statystics
Dialogue: 0,0:02:48.27,0:02:50.68,Default,,0000,0000,0000,,Im not officially a statystician
Dialogue: 0,0:02:50.68,0:02:56.17,Default,,0000,0000,0000,,strictly speaking my field is global\Nhealth
Dialogue: 0,0:02:58.06,0:03:03.50,Default,,0000,0000,0000,,but i got really obsessed with stats\Nwhen I realized how much people in
Dialogue: 0,0:03:03.50,0:03:07.44,Default,,0000,0000,0000,,Sweden just don't know about the\Nrest of the world
Dialogue: 0,0:03:07.70,0:03:12.07,Default,,0000,0000,0000,,I started in our medical university Karolinska Instytut\Nan undergraduate
Dialogue: 0,0:03:12.07,0:03:13.98,Default,,0000,0000,0000,,course called global health
Dialogue: 0,0:03:13.98,0:03:17.07,Default,,0000,0000,0000,,these students coming to our section at\Nthe highest grade you can get in the
Dialogue: 0,0:03:17.07,0:03:20.33,Default,,0000,0000,0000,,swedish college system so i thought\Nmaybe they know everything i'm going to
Dialogue: 0,0:03:20.33,0:03:21.64,Default,,0000,0000,0000,,teach them about
Dialogue: 0,0:03:21.64,0:03:23.42,Default,,0000,0000,0000,,so I did the pretest
Dialogue: 0,0:03:23.42,0:03:25.68,Default,,0000,0000,0000,,when they came and one of the question
Dialogue: 0,0:03:25.68,0:03:29.42,Default,,0000,0000,0000,,from which I learned a lot was this one: which country has the highest child
Dialogue: 0,0:03:29.42,0:03:32.75,Default,,0000,0000,0000,,mortality of this five pairs
Dialogue: 0,0:03:32.75,0:03:36.76,Default,,0000,0000,0000,,I wont put you at the test here\Nbut is Turkey which is highest, there Poland
Dialogue: 0,0:03:36.76,0:03:39.42,Default,,0000,0000,0000,,Russia,Pakistan and South Africa
Dialogue: 0,0:03:40.24,0:03:41.98,Default,,0000,0000,0000,,and these were the results of the\Nswedish students
Dialogue: 0,0:03:41.98,0:03:44.88,Default,,0000,0000,0000,,one point eight right answer\Nof the five possible
Dialogue: 0,0:03:44.88,0:03:48.25,Default,,0000,0000,0000,,that means that there was a place for a\Nprofessor of international health
Dialogue: 0,0:03:48.25,0:03:50.35,Default,,0000,0000,0000,,and for my course
Dialogue: 0,0:03:50.35,0:03:55.34,Default,,0000,0000,0000,,but one late night when I was compiling\Nthe report I really realised
Dialogue: 0,0:03:55.34,0:04:01.20,Default,,0000,0000,0000,,my discovery , I have shown that swedish top\Nstudents know statisticaly
Dialogue: 0,0:04:01.20,0:04:06.47,Default,,0000,0000,0000,,significantly less about the world than\Nthe chimpanzees
Dialogue: 0,0:04:06.47,0:04:09.07,Default,,0000,0000,0000,,because the chimpanzee would score
Dialogue: 0,0:04:09.07,0:04:12.48,Default,,0000,0000,0000,,half right, if I gave them two bananas\Nwhich Sri Lanka or Turkey
Dialogue: 0,0:04:12.48,0:04:14.29,Default,,0000,0000,0000,,would be right half of the cases
Dialogue: 0,0:04:14.29,0:04:18.10,Default,,0000,0000,0000,,but the students are not that. I did also\Nan unethical study of the
Dialogue: 0,0:04:18.10,0:04:20.63,Default,,0000,0000,0000,,professors of the Karolinska Instytut
Dialogue: 0,0:04:20.63,0:04:24.27,Default,,0000,0000,0000,,that hands of Nobel Prize in\Nmedicine and they are on par with the
Dialogue: 0,0:04:24.27,0:04:27.03,Default,,0000,0000,0000,,chimpanzee there
Dialogue: 0,0:04:28.61,0:04:32.89,Default,,0000,0000,0000,,today there's more information\Naccessible than ever before
Dialogue: 0,0:04:32.89,0:04:37.80,Default,,0000,0000,0000,,and I work with my team at the Gapminder Fundation\Nusing new tools
Dialogue: 0,0:04:37.80,0:04:41.95,Default,,0000,0000,0000,,that help everyone make sense of the\Nchanging world
Dialogue: 0,0:04:41.95,0:04:46.53,Default,,0000,0000,0000,,we draw all the masses of data thats now\Nfreely available from international
Dialogue: 0,0:04:46.53,0:04:50.47,Default,,0000,0000,0000,,institutions like the UN and the World Bank
Dialogue: 0,0:04:50.47,0:04:54.17,Default,,0000,0000,0000,,and its become my mission to share\Nthe insights from this data
Dialogue: 0,0:04:54.30,0:04:55.87,Default,,0000,0000,0000,,with anyone who listen
Dialogue: 0,0:04:55.87,0:04:57.05,Default,,0000,0000,0000,,and to reveal
Dialogue: 0,0:04:57.09,0:05:00.92,Default,,0000,0000,0000,,how statistics is nothing to be frighten
Dialogue: 0,0:05:02.75,0:05:05.16,Default,,0000,0000,0000,,Im going to provide you a view
Dialogue: 0,0:05:05.16,0:05:07.45,Default,,0000,0000,0000,,of the global health situation
Dialogue: 0,0:05:07.45,0:05:09.41,Default,,0000,0000,0000,,across mankind
Dialogue: 0,0:05:09.41,0:05:11.35,Default,,0000,0000,0000,,and Im going to do that
Dialogue: 0,0:05:11.35,0:05:14.53,Default,,0000,0000,0000,,in a hopefully enjoyable way\Nso relax
Dialogue: 0,0:05:14.53,0:05:17.21,Default,,0000,0000,0000,,so we did this software which displaced it like this
Dialogue: 0,0:05:17.21,0:05:19.17,Default,,0000,0000,0000,,every bubble here is a country
Dialogue: 0,0:05:19.17,0:05:20.63,Default,,0000,0000,0000,,this is China
Dialogue: 0,0:05:20.63,0:05:21.80,Default,,0000,0000,0000,,this is India
Dialogue: 0,0:05:21.80,0:05:23.82,Default,,0000,0000,0000,,the size of the bubble is the population and
Dialogue: 0,0:05:23.82,0:05:26.15,Default,,0000,0000,0000,,I done the stage of race here
Dialogue: 0,0:05:26.15,0:05:28.53,Default,,0000,0000,0000,,between the sort of yellowish Ford here
Dialogue: 0,0:05:28.53,0:05:30.71,Default,,0000,0000,0000,,and the red Toyota down there
Dialogue: 0,0:05:30.71,0:05:31.99,Default,,0000,0000,0000,,and the brownish Volvo
Dialogue: 0,0:05:33.10,0:05:38.11,Default,,0000,0000,0000,,the Toyota has a very bad start down here, and US Ford is going offroad
Dialogue: 0,0:05:38.11,0:05:39.32,Default,,0000,0000,0000,,back, and the Volvo is doing quite fine
Dialogue: 0,0:05:39.32,0:05:42.43,Default,,0000,0000,0000,,this is the war, the Toyota got off tracking out to our best country
Dialogue: 0,0:05:42.43,0:05:43.98,Default,,0000,0000,0000,,coming on to a healthier side of Sweden
Dialogue: 0,0:05:43.98,0:05:47.90,Default,,0000,0000,0000,,thats it why I sold the Volvo and both the Toyota
Dialogue: 0,0:05:49.87,0:05:51.82,Default,,0000,0000,0000,,may have been drinking forward when\Nchina phil donahue
Dialogue: 0,0:05:51.82,0:05:53.12,Default,,0000,0000,0000,,planning by multiple
Dialogue: 0,0:05:53.12,0:05:56.95,Default,,0000,0000,0000,,diners covered in this endeavor more\Nstudent central planning and they were
Dialogue: 0,0:05:56.95,0:06:00.06,Default,,0000,0000,0000,,dennis one morning it would be looking\Nat
Dialogue: 0,0:06:00.06,0:06:02.29,Default,,0000,0000,0000,,united states
Dialogue: 0,0:06:02.29,0:06:04.34,Default,,0000,0000,0000,,or they broke my frame
Dialogue: 0,0:06:04.34,0:06:08.99,Default,,0000,0000,0000,,washington blvd phil rachel identified\Non the back of the f{\u1}d{\u0}a_ relating and
Dialogue: 0,0:06:08.99,0:06:15.99,Default,,0000,0000,0000,,it makes life interesting
Dialogue: 0,0:06:20.79,0:06:23.33,Default,,0000,0000,0000,,when we come to the u{\u1}s{\u0}a_
Dialogue: 0,0:06:23.33,0:06:24.64,Default,,0000,0000,0000,,leaders in
Dialogue: 0,0:06:24.64,0:06:28.89,Default,,0000,0000,0000,,cars
Dialogue: 0,0:06:28.89,0:06:32.11,Default,,0000,0000,0000,,there are many here who shared my vision
Dialogue: 0,0:06:32.11,0:06:34.32,Default,,0000,0000,0000,,public dave accessible in use
Dialogue: 0,0:06:34.32,0:06:36.45,Default,,0000,0000,0000,,part everyone
Dialogue: 0,0:06:36.45,0:06:38.55,Default,,0000,0000,0000,,the city of san francisco
Dialogue: 0,0:06:38.55,0:06:39.65,Default,,0000,0000,0000,,is in the league
Dialogue: 0,0:06:39.65,0:06:43.27,Default,,0000,0000,0000,,opening upbeat state government every
Dialogue: 0,0:06:43.27,0:06:48.64,Default,,0000,0000,0000,,even the police department is releasing\Nolympics crime reports
Dialogue: 0,0:06:48.64,0:06:50.60,Default,,0000,0000,0000,,is sufficient crime
Dialogue: 0,0:06:50.60,0:06:56.33,Default,,0000,0000,0000,,turned into a wonderfully attractive man\Nby two of the city's computer whizzes
Dialogue: 0,0:06:56.33,0:07:03.33,Default,,0000,0000,0000,,it's communities that these pics\Nconnection
Dialogue: 0,0:07:07.85,0:07:09.57,Default,,0000,0000,0000,,crime's going as a matter of
Dialogue: 0,0:07:09.57,0:07:12.35,Default,,0000,0000,0000,,crime reports from the san francisco\Npolice department
Dialogue: 0,0:07:12.35,0:07:16.81,Default,,0000,0000,0000,,uh... showing young dot sohn maps uh...\Nfor citizens to be able to see patterns
Dialogue: 0,0:07:16.81,0:07:19.69,Default,,0000,0000,0000,,of crime around their neighborhoods in\Nsan francisco
Dialogue: 0,0:07:19.69,0:07:23.76,Default,,0000,0000,0000,,the map is not just about individual\Ncrimes but about broader patterns the
Dialogue: 0,0:07:23.76,0:07:26.21,Default,,0000,0000,0000,,show you where crime is clustered
Dialogue: 0,0:07:26.21,0:07:29.57,Default,,0000,0000,0000,,around the city which areas of high\Ncrimes which a resume relatively low
Dialogue: 0,0:07:29.57,0:07:31.41,Default,,0000,0000,0000,,crime
Dialogue: 0,0:07:31.41,0:07:32.72,Default,,0000,0000,0000,,me
Dialogue: 0,0:07:32.72,0:07:34.06,Default,,0000,0000,0000,,dates
Dialogue: 0,0:07:34.06,0:07:37.91,Default,,0000,0000,0000,,don't
Dialogue: 0,0:07:37.91,0:07:39.14,Default,,0000,0000,0000,,here at the top of
Dialogue: 0,0:07:39.14,0:07:40.44,Default,,0000,0000,0000,,jones street
Dialogue: 0,0:07:40.44,0:07:43.38,Default,,0000,0000,0000,,nob hill
Dialogue: 0,0:07:43.38,0:07:45.73,Default,,0000,0000,0000,,quite nice neighborhood
Dialogue: 0,0:07:45.73,0:07:49.44,Default,,0000,0000,0000,,put the crime maps jealous is the\Nrelationship between
Dialogue: 0,0:07:49.44,0:07:51.68,Default,,0000,0000,0000,,topography attempt to crime
Dialogue: 0,0:07:51.68,0:07:58.68,Default,,0000,0000,0000,,this was a higher up the helpful s\Nprogress
Dialogue: 0,0:07:59.10,0:08:03.34,Default,,0000,0000,0000,,to the flats
Dialogue: 0,0:08:03.34,0:08:05.64,Default,,0000,0000,0000,,especially as soon as you get into that
Dialogue: 0,0:08:05.64,0:08:12.64,Default,,0000,0000,0000,,hello rely areas to demonstrate the\Nprime just to skyrocket
Dialogue: 0,0:08:19.89,0:08:21.57,Default,,0000,0000,0000,,we're hearing
Dialogue: 0,0:08:21.57,0:08:25.69,Default,,0000,0000,0000,,uh... uptown tenderloin district
Dialogue: 0,0:08:25.69,0:08:30.56,Default,,0000,0000,0000,,is one of the oldest condenses\Nneighborhoods in san francisco
Dialogue: 0,0:08:30.56,0:08:32.82,Default,,0000,0000,0000,,this is where you go to buy drugs
Dialogue: 0,0:08:32.82,0:08:37.29,Default,,0000,0000,0000,,right around here
Dialogue: 0,0:08:37.29,0:08:41.93,Default,,0000,0000,0000,,dissociate lots of uh... aggravated\Nassaults lots a lot of thefts
Dialogue: 0,0:08:41.93,0:08:45.30,Default,,0000,0000,0000,,basically they're huge part of the car\Nthat happens in the
Dialogue: 0,0:08:45.30,0:08:50.28,Default,,0000,0000,0000,,city happens just by two just viruses\Nmoderates
Dialogue: 0,0:08:50.28,0:08:53.01,Default,,0000,0000,0000,,k
Dialogue: 0,0:08:53.01,0:08:55.55,Default,,0000,0000,0000,,can you
Dialogue: 0,0:08:55.55,0:09:00.40,Default,,0000,0000,0000,,diffused beam him please sirens in your\Nneighborhood you can use them and to
Dialogue: 0,0:09:00.40,0:09:02.82,Default,,0000,0000,0000,,find out why
Dialogue: 0,0:09:02.82,0:09:07.70,Default,,0000,0000,0000,,if you are denied in an unfamiliar part\Nof town deconcini and that was streets
Dialogue: 0,0:09:07.70,0:09:09.23,Default,,0000,0000,0000,,to avoid
Dialogue: 0,0:09:09.23,0:09:13.52,Default,,0000,0000,0000,,if the neighbor gets bergen and you can\Nsee isn't the one off why has there been
Dialogue: 0,0:09:13.52,0:09:17.55,Default,,0000,0000,0000,,a spike in logan crime
Dialogue: 0,0:09:17.55,0:09:20.36,Default,,0000,0000,0000,,you can use their neighborhood and a\Nword about its safety
Dialogue: 0,0:09:20.36,0:09:24.26,Default,,0000,0000,0000,,the fact that we have the ability to\Nturn off all the nighttime in the middle
Dialogue: 0,0:09:24.26,0:09:27.33,Default,,0000,0000,0000,,of the day crimes and show you just the\Nthings that are happening during the
Dialogue: 0,0:09:27.33,0:09:28.10,Default,,0000,0000,0000,,commute
Dialogue: 0,0:09:28.10,0:09:30.30,Default,,0000,0000,0000,,is a statistical operation
Dialogue: 0,0:09:30.30,0:09:33.41,Default,,0000,0000,0000,,but i think to people that are\Ninteracting with the thing it feels very
Dialogue: 0,0:09:33.41,0:09:37.16,Default,,0000,0000,0000,,much more like they're just sort of\Nbrowsing the website or shopping on
Dialogue: 0,0:09:37.16,0:09:41.37,Default,,0000,0000,0000,,amazon there their looking at data and\Nthey don't realize they're doing
Dialogue: 0,0:09:41.37,0:09:44.26,Default,,0000,0000,0000,,statistics
Dialogue: 0,0:09:44.26,0:09:46.15,Default,,0000,0000,0000,,what's most exciting for me
Dialogue: 0,0:09:46.15,0:09:49.30,Default,,0000,0000,0000,,is that public statistics is making\Ncitizen
Dialogue: 0,0:09:49.30,0:09:50.34,Default,,0000,0000,0000,,powerful
Dialogue: 0,0:09:50.34,0:09:57.34,Default,,0000,0000,0000,,and the authorities moral compass
Dialogue: 0,0:10:01.18,0:10:04.48,Default,,0000,0000,0000,,we have community meetings typically use\Na tent
Dialogue: 0,0:10:04.48,0:10:10.18,Default,,0000,0000,0000,,and what citizens are now doing are\Nbringing printouts of the maps which
Dialogue: 0,0:10:10.18,0:10:14.95,Default,,0000,0000,0000,,show where crimes are taking place and\Nthey're demanding services from the
Dialogue: 0,0:10:14.95,0:10:19.07,Default,,0000,0000,0000,,police department and the police\Ndepartment is now having to change how
Dialogue: 0,0:10:19.07,0:10:20.97,Default,,0000,0000,0000,,they police
Dialogue: 0,0:10:20.97,0:10:23.54,Default,,0000,0000,0000,,how they provide policing services
Dialogue: 0,0:10:23.54,0:10:29.01,Default,,0000,0000,0000,,highs and the date is showing what is\Nworking and what isn't
Dialogue: 0,0:10:29.01,0:10:34.11,Default,,0000,0000,0000,,people in san francisco roadster using\Npublic data to max social inequalities
Dialogue: 0,0:10:34.11,0:10:37.11,Default,,0000,0000,0000,,and see how to improve society
Dialogue: 0,0:10:37.11,0:10:40.08,Default,,0000,0000,0000,,possibilities parts and
Dialogue: 0,0:10:40.08,0:10:41.45,Default,,0000,0000,0000,,i think ur dream
Dialogue: 0,0:10:41.45,0:10:46.43,Default,,0000,0000,0000,,government data analysis project would\Nreally be focused on life information on
Dialogue: 0,0:10:46.43,0:10:50.34,Default,,0000,0000,0000,,stuff that was being reported and pushed\Nout of the world over the internet as it
Dialogue: 0,0:10:50.34,0:10:55.57,Default,,0000,0000,0000,,was happening you know trash pickups\Ntraffic accidents pluses
Dialogue: 0,0:10:55.57,0:10:58.92,Default,,0000,0000,0000,,through the kind of staffs gathering\Npower of the internet it's possible to
Dialogue: 0,0:10:58.92,0:11:03.90,Default,,0000,0000,0000,,really begin to see that the workings of\Nthe city's displayed as a unified in
Dialogue: 0,0:11:03.90,0:11:08.05,Default,,0000,0000,0000,,advance
Dialogue: 0,0:11:08.05,0:11:10.08,Default,,0000,0000,0000,,that's why we are heading
Dialogue: 0,0:11:10.08,0:11:14.24,Default,,0000,0000,0000,,towards the world on fri data for the\Nformer statistical insights that come
Dialogue: 0,0:11:14.24,0:11:14.88,Default,,0000,0000,0000,,from it
Dialogue: 0,0:11:14.88,0:11:16.40,Default,,0000,0000,0000,,accessible to everyone
Dialogue: 0,0:11:16.40,0:11:18.32,Default,,0000,0000,0000,,empowering us as citizens
Dialogue: 0,0:11:18.32,0:11:22.35,Default,,0000,0000,0000,,electing household dot rulers to walk\Nhome
Dialogue: 0,0:11:22.35,0:11:27.18,Default,,0000,0000,0000,,along waiting for him as the districts\Nbegan
Dialogue: 0,0:11:27.18,0:11:33.80,Default,,0000,0000,0000,,specter's x art is central to our store\None enter our governments in our society
Dialogue: 0,0:11:33.80,0:11:38.21,Default,,0000,0000,0000,,it was all rumors out there was stalked\Nin the collection of statistics in the
Dialogue: 0,0:11:38.21,0:11:45.21,Default,,0000,0000,0000,,first place the order that wanted to\Nasked
Dialogue: 0,0:11:47.41,0:11:49.99,Default,,0000,0000,0000,,in fact wind statistics
Dialogue: 0,0:11:49.99,0:11:50.85,Default,,0000,0000,0000,,comes from
Dialogue: 0,0:11:50.85,0:11:52.52,Default,,0000,0000,0000,,misstate
Dialogue: 0,0:11:52.52,0:11:55.95,Default,,0000,0000,0000,,more than statistics began two centuries\Nago
Dialogue: 0,0:11:55.95,0:11:59.71,Default,,0000,0000,0000,,one think ought to go in and spread and\Nnever stop
Dialogue: 0,0:11:59.71,0:12:03.59,Default,,0000,0000,0000,,and guess who was fun
Dialogue: 0,0:12:03.59,0:12:06.60,Default,,0000,0000,0000,,the chinese have confucius
Dialogue: 0,0:12:06.60,0:12:10.31,Default,,0000,0000,0000,,the italians have done vientiane the\Nbritish have shakespeare
Dialogue: 0,0:12:10.31,0:12:12.83,Default,,0000,0000,0000,,and we have picked up the elected
Dialogue: 0,0:12:12.83,0:12:16.54,Default,,0000,0000,0000,,the first ever systematic collection of\Nstatistics
Dialogue: 0,0:12:16.54,0:12:21.24,Default,,0000,0000,0000,,since the year seventeen forty nine we\Nhave collected
Dialogue: 0,0:12:21.24,0:12:23.51,Default,,0000,0000,0000,,date dot on every
Dialogue: 0,0:12:23.51,0:12:24.64,Default,,0000,0000,0000,,that it's a bit
Dialogue: 0,0:12:24.64,0:12:29.64,Default,,0000,0000,0000,,and we are proud of
Dialogue: 0,0:12:29.64,0:12:34.15,Default,,0000,0000,0000,,the cabin baggage he courted information\Nfrom every parish in sweden
Dialogue: 0,0:12:34.15,0:12:34.89,Default,,0000,0000,0000,,it was you
Dialogue: 0,0:12:34.89,0:12:39.22,Default,,0000,0000,0000,,quantity of data and it was the first\Ntime antigovernment
Dialogue: 0,0:12:39.22,0:12:46.01,Default,,0000,0000,0000,,could get an accurate picture on xp
Dialogue: 0,0:12:46.01,0:12:50.49,Default,,0000,0000,0000,,uh... huh
Dialogue: 0,0:12:50.49,0:12:53.63,Default,,0000,0000,0000,,the greatest military power in northern\Nnew
Dialogue: 0,0:12:53.63,0:12:58.04,Default,,0000,0000,0000,,popeye seventeen forty nine always start\Nwith
Dialogue: 0,0:12:58.04,0:13:02.42,Default,,0000,0000,0000,,and other conference growing stronger
Dialogue: 0,0:13:02.42,0:13:04.11,Default,,0000,0000,0000,,room armstrong
Dialogue: 0,0:13:04.11,0:13:06.95,Default,,0000,0000,0000,,for to have twenty million people
Dialogue: 0,0:13:06.95,0:13:10.48,Default,,0000,0000,0000,,enough to rival the britain and frogs
Dialogue: 0,0:13:10.48,0:13:14.04,Default,,0000,0000,0000,,de
Dialogue: 0,0:13:14.04,0:13:19.08,Default,,0000,0000,0000,,party mood swings and that's this\Nimpasse
Dialogue: 0,0:13:19.08,0:13:24.54,Default,,0000,0000,0000,,analysis of abell back if you need that\Nsweet land two million inhabitants
Dialogue: 0,0:13:24.54,0:13:28.03,Default,,0000,0000,0000,,singing and playing what what pollen\Ndecline
Dialogue: 0,0:13:28.03,0:13:30.92,Default,,0000,0000,0000,,it also had a very small population
Dialogue: 0,0:13:30.92,0:13:37.92,Default,,0000,0000,0000,,the government was horrified by this\Nstrike what is the enemies
Dialogue: 0,0:13:38.03,0:13:41.35,Default,,0000,0000,0000,,opted to have been directed towards the\Nshowed that many women died in
Dialogue: 0,0:13:41.35,0:13:42.70,Default,,0000,0000,0000,,childbirth
Dialogue: 0,0:13:42.70,0:13:44.69,Default,,0000,0000,0000,,and many children died young
Dialogue: 0,0:13:44.69,0:13:48.90,Default,,0000,0000,0000,,self-government took action to improve\Nthe health of the people
Dialogue: 0,0:13:48.90,0:13:50.07,Default,,0000,0000,0000,,this
Dialogue: 0,0:13:50.07,0:13:54.05,Default,,0000,0000,0000,,is the beginning awards and sweet
Dialogue: 0,0:13:54.05,0:13:59.86,Default,,0000,0000,0000,,it took more than fifteen years before\Nthe war strings belgians danes dutch
Dialogue: 0,0:13:59.86,0:14:02.54,Default,,0000,0000,0000,,french germans italians
Dialogue: 0,0:14:02.54,0:14:03.93,Default,,0000,0000,0000,,playing in the british
Dialogue: 0,0:14:03.93,0:14:10.93,Default,,0000,0000,0000,,caught up with sweet and in collecting\Nand using statistics
Dialogue: 0,0:14:24.38,0:14:30.03,Default,,0000,0000,0000,,it was cool political risks was looking\Nfor reasons useful statistics
Dialogue: 0,0:14:30.03,0:14:34.53,Default,,0000,0000,0000,,don't skip them much more control\Nunderstanding of calls the society house
Dialogue: 0,0:14:34.53,0:14:37.09,Default,,0000,0000,0000,,working parents developing and
Dialogue: 0,0:14:37.09,0:14:38.50,Default,,0000,0000,0000,,essentially so they could
Dialogue: 0,0:14:38.50,0:14:43.85,Default,,0000,0000,0000,,control it
Dialogue: 0,0:14:43.85,0:14:47.97,Default,,0000,0000,0000,,guest governments who woke up to the\Nfollowing statistics
Dialogue: 0,0:14:47.97,0:14:49.74,Default,,0000,0000,0000,,right across your room
Dialogue: 0,0:14:49.74,0:14:53.09,Default,,0000,0000,0000,,nineteenth-century societies went and\Nthat is perfect
Dialogue: 0,0:14:53.09,0:14:55.16,Default,,0000,0000,0000,,it
Dialogue: 0,0:14:55.16,0:14:57.69,Default,,0000,0000,0000,,despite the state's doctor britton
Dialogue: 0,0:14:57.69,0:15:01.10,Default,,0000,0000,0000,,with its royal statistical sense like a\Nmom
Dialogue: 0,0:15:01.10,0:15:06.44,Default,,0000,0000,0000,,with soon statisticians nearby
Dialogue: 0,0:15:06.44,0:15:10.43,Default,,0000,0000,0000,,i loved looking at old copies of the\Nrules to cisco such a x's
Dialogue: 0,0:15:10.43,0:15:12.14,Default,,0000,0000,0000,,full of sorts polled stuff
Dialogue: 0,0:15:12.14,0:15:15.82,Default,,0000,0000,0000,,deserve wonderful papers in eighteen\Nforty it's which shows a matter of
Dialogue: 0,0:15:15.82,0:15:16.40,Default,,0000,0000,0000,,england
Dialogue: 0,0:15:16.40,0:15:21.53,Default,,0000,0000,0000,,and the rates of boston to uni scanty\Nand so you can identifier it quickly the
Dialogue: 0,0:15:21.53,0:15:24.24,Default,,0000,0000,0000,,areas with high rates of blasted
Dialogue: 0,0:15:24.24,0:15:28.62,Default,,0000,0000,0000,,bikini sangeeta toys next recital off\Nthat norfolk seems to talk to the past
Dialogue: 0,0:15:28.62,0:15:33.44,Default,,0000,0000,0000,,decade waiting for tips
Dialogue: 0,0:15:33.44,0:15:37.23,Default,,0000,0000,0000,,one of the founders of the royal\Nstatistical society was the great
Dialogue: 0,0:15:37.23,0:15:39.85,Default,,0000,0000,0000,,victoria mathematician an inventor
Dialogue: 0,0:15:39.85,0:15:42.51,Default,,0000,0000,0000,,charles bandage
Dialogue: 0,0:15:42.51,0:15:47.85,Default,,0000,0000,0000,,in eighteen forty two he read the latest\Npoll unbiased equally great victorian
Dialogue: 0,0:15:47.85,0:15:50.55,Default,,0000,0000,0000,,and for intensive
Dialogue: 0,0:15:50.55,0:15:53.56,Default,,0000,0000,0000,,vision of the scene contain the lines
Dialogue: 0,0:15:53.56,0:15:54.56,Default,,0000,0000,0000,,feel a cop
Dialogue: 0,0:15:54.56,0:15:58.39,Default,,0000,0000,0000,,and feel like i don't have a rollins\Nbefore the morning
Dialogue: 0,0:15:58.39,0:16:03.32,Default,,0000,0000,0000,,every moment dot is a man every moment\None is bold
Dialogue: 0,0:16:03.32,0:16:05.63,Default,,0000,0000,0000,,sloppiness that decision was about the\Nch
Dialogue: 0,0:16:05.63,0:16:09.57,Default,,0000,0000,0000,,that he could not containing the cell's\Nhe dashed off a letter to tennis on
Dialogue: 0,0:16:09.57,0:16:14.26,Default,,0000,0000,0000,,explaining that the course of population\Ngrowth the lines should reach
Dialogue: 0,0:16:14.26,0:16:18.91,Default,,0000,0000,0000,,every moment dot is a man and one under\Nsixteen is born
Dialogue: 0,0:16:18.91,0:16:24.02,Default,,0000,0000,0000,,and he added that the except finger is\None point zero six seven but something
Dialogue: 0,0:16:24.02,0:16:31.02,Default,,0000,0000,0000,,must be conceded to the north of meat
Dialogue: 0,0:16:32.34,0:16:36.00,Default,,0000,0000,0000,,in the nineteenth century scholars or we\Nwork to do
Dialogue: 0,0:16:36.00,0:16:39.30,Default,,0000,0000,0000,,mason work in mission missile sites
Dialogue: 0,0:16:39.30,0:16:43.00,Default,,0000,0000,0000,,they were holding update almost\Neverything
Dialogue: 0,0:16:43.00,0:16:46.29,Default,,0000,0000,0000,,but numbers of the dylan ten minutes
Dialogue: 0,0:16:46.29,0:16:48.24,Default,,0000,0000,0000,,you have to animal house
Dialogue: 0,0:16:48.24,0:16:54.86,Default,,0000,0000,0000,,and that's what makes the tasks
Dialogue: 0,0:16:54.86,0:17:00.12,Default,,0000,0000,0000,,you're when the first statisticians\Nbegan to get to greet swimming analyzing
Dialogue: 0,0:17:00.12,0:17:01.05,Default,,0000,0000,0000,,the data
Dialogue: 0,0:17:01.05,0:17:03.29,Default,,0000,0000,0000,,pcs upon the average
Dialogue: 0,0:17:03.29,0:17:07.72,Default,,0000,0000,0000,,according to the average of everyone\Nwith
Dialogue: 0,0:17:07.72,0:17:14.72,Default,,0000,0000,0000,,that what's so great the bottom have\Nreached is that you can take a mass
Dialogue: 0,0:17:15.15,0:17:22.15,Default,,0000,0000,0000,,something and use it to the single\Nnumbers and googling
Dialogue: 0,0:17:22.39,0:17:28.13,Default,,0000,0000,0000,,and we trust is unique collected lines\Nreviews have reduced their content price
Dialogue: 0,0:17:28.13,0:17:34.56,Default,,0000,0000,0000,,for populations
Dialogue: 0,0:17:34.56,0:17:38.93,Default,,0000,0000,0000,,mhm
Dialogue: 0,0:17:38.93,0:17:43.86,Default,,0000,0000,0000,,with unhooked it might have called\Nnewspaper
Dialogue: 0,0:17:43.86,0:17:46.40,Default,,0000,0000,0000,,and short tensioner
Dialogue: 0,0:17:46.40,0:17:49.49,Default,,0000,0000,0000,,exhorting people to fulfill accelerated
Dialogue: 0,0:17:49.49,0:17:52.70,Default,,0000,0000,0000,,crashed her friend against all
Dialogue: 0,0:17:52.70,0:17:54.85,Default,,0000,0000,0000,,devastating hideous
Dialogue: 0,0:17:54.85,0:17:56.75,Default,,0000,0000,0000,,powerful sink
Dialogue: 0,0:17:56.75,0:17:59.86,Default,,0000,0000,0000,,none of the second one
Dialogue: 0,0:17:59.86,0:18:04.14,Default,,0000,0000,0000,,the young man he didn't have a driving\Nlicense was driving a car under the
Dialogue: 0,0:18:04.14,0:18:08.33,Default,,0000,0000,0000,,influence of drugs and alcohol
Dialogue: 0,0:18:08.33,0:18:10.47,Default,,0000,0000,0000,,questions that the district
Dialogue: 0,0:18:10.47,0:18:12.17,Default,,0000,0000,0000,,was remarkable
Dialogue: 0,0:18:12.17,0:18:14.12,Default,,0000,0000,0000,,absolutely remarkable
Dialogue: 0,0:18:14.12,0:18:15.64,Default,,0000,0000,0000,,field at the number
Dialogue: 0,0:18:15.64,0:18:17.21,Default,,0000,0000,0000,,the people who die
Dialogue: 0,0:18:17.21,0:18:18.76,Default,,0000,0000,0000,,each year
Dialogue: 0,0:18:18.76,0:18:20.18,Default,,0000,0000,0000,,in traffic crashes
Dialogue: 0,0:18:20.18,0:18:24.75,Default,,0000,0000,0000,,incendiary a constant
Dialogue: 0,0:18:24.75,0:18:26.74,Default,,0000,0000,0000,,all these individual dents
Dialogue: 0,0:18:26.74,0:18:28.58,Default,,0000,0000,0000,,somehow when you some of them all up
Dialogue: 0,0:18:28.58,0:18:30.32,Default,,0000,0000,0000,,stays the same number
Dialogue: 0,0:18:30.32,0:18:31.96,Default,,0000,0000,0000,,every year
Dialogue: 0,0:18:31.96,0:18:33.23,Default,,0000,0000,0000,,and every year
Dialogue: 0,0:18:33.23,0:18:36.13,Default,,0000,0000,0000,,two-and-a-half times as many men
Dialogue: 0,0:18:36.13,0:18:39.12,Default,,0000,0000,0000,,traffic crashes since women and it's a\Nconstant
Dialogue: 0,0:18:39.12,0:18:40.41,Default,,0000,0000,0000,,and every year
Dialogue: 0,0:18:40.41,0:18:42.97,Default,,0000,0000,0000,,the rich indulgent estoppel
Dialogue: 0,0:18:42.97,0:18:44.73,Default,,0000,0000,0000,,to reaching into it
Dialogue: 0,0:18:44.73,0:18:47.57,Default,,0000,0000,0000,,that these remarkable regularities
Dialogue: 0,0:18:47.57,0:18:49.13,Default,,0000,0000,0000,,so that
Dialogue: 0,0:18:49.13,0:18:51.56,Default,,0000,0000,0000,,individual particular things
Dialogue: 0,0:18:51.56,0:18:57.03,Default,,0000,0000,0000,,sum up sum up into a social phenomena
Dialogue: 0,0:18:57.03,0:18:59.95,Default,,0000,0000,0000,,let's see what's we then have done the\Nhouston post about
Dialogue: 0,0:18:59.95,0:19:03.85,Default,,0000,0000,0000,,that social programs that's where we\Nwere reminded shift attention a little
Dialogue: 0,0:19:03.85,0:19:05.41,Default,,0000,0000,0000,,bit changing running
Dialogue: 0,0:19:05.41,0:19:10.56,Default,,0000,0000,0000,,and averages from entire country when is\Nthe average income tried mechanically
Dialogue: 0,0:19:10.56,0:19:13.39,Default,,0000,0000,0000,,family size and called the marshall
Dialogue: 0,0:19:13.39,0:19:15.01,Default,,0000,0000,0000,,but they are getting up
Dialogue: 0,0:19:15.01,0:19:16.31,Default,,0000,0000,0000,,billy wright was a bit
Dialogue: 0,0:19:16.31,0:19:18.00,Default,,0000,0000,0000,,singapore advice toddler
Dialogue: 0,0:19:18.00,0:19:20.66,Default,,0000,0000,0000,,defeat is the most probably found in the\Nworld
Dialogue: 0,0:19:20.66,0:19:24.43,Default,,0000,0000,0000,,marshall and only played should be a\Nreal if looking at the time for them to
Dialogue: 0,0:19:24.43,0:19:28.21,Default,,0000,0000,0000,,get independent but then they started to\Ngrow the economy and they made a social
Dialogue: 0,0:19:28.21,0:19:29.92,Default,,0000,0000,0000,,investment they caught the wave in the\Narea
Dialogue: 0,0:19:29.92,0:19:32.96,Default,,0000,0000,0000,,throughout the magnificent help system\Nthat he could help you with this
Dialogue: 0,0:19:32.96,0:19:39.96,Default,,0000,0000,0000,,remember never forget what i had nothing\Non the
Dialogue: 0,0:19:41.53,0:19:42.35,Default,,0000,0000,0000,,useful
Dialogue: 0,0:19:42.35,0:19:49.33,Default,,0000,0000,0000,,as averages are safe don't tell you the\Nwhole story
Dialogue: 0,0:19:49.33,0:19:50.43,Default,,0000,0000,0000,,on average
Dialogue: 0,0:19:50.43,0:19:53.21,Default,,0000,0000,0000,,swedish people i was like a less than\Ntwo x
Dialogue: 0,0:19:53.21,0:19:57.36,Default,,0000,0000,0000,,this is because a few people only have\None leg or no legs
Dialogue: 0,0:19:57.36,0:19:58.39,Default,,0000,0000,0000,,and no one
Dialogue: 0,0:19:58.39,0:20:00.26,Default,,0000,0000,0000,,affiliate
Dialogue: 0,0:20:00.26,0:20:02.71,Default,,0000,0000,0000,,almost everybody in sweden
Dialogue: 0,0:20:02.71,0:20:07.02,Default,,0000,0000,0000,,has more blended average number alexis
Dialogue: 0,0:20:07.02,0:20:14.02,Default,,0000,0000,0000,,variation that guy's yes those important\Nthat the other
Dialogue: 0,0:20:16.96,0:20:19.46,Default,,0000,0000,0000,,but how do you get a handle on millions
Dialogue: 0,0:20:19.46,0:20:23.53,Default,,0000,0000,0000,,for this to transform numbers into\Nshapes
Dialogue: 0,0:20:23.53,0:20:28.76,Default,,0000,0000,0000,,next look again at the number of adult\Nwomen in sweden for heath heights
Dialogue: 0,0:20:28.76,0:20:30.66,Default,,0000,0000,0000,,looking digitizes shade
Dialogue: 0,0:20:30.66,0:20:36.81,Default,,0000,0000,0000,,shows how much they are heights vary\Nfrom the average in hawaii blackberries
Dialogue: 0,0:20:36.81,0:20:39.22,Default,,0000,0000,0000,,the shape to set the date that makes its\Nway
Dialogue: 0,0:20:39.22,0:20:41.62,Default,,0000,0000,0000,,if distribution
Dialogue: 0,0:20:41.62,0:20:46.20,Default,,0000,0000,0000,,this if the income distribution all\Nshylock nineteen seventy
Dialogue: 0,0:20:46.20,0:20:50.18,Default,,0000,0000,0000,,this is being done here is the jewish\Nand or the united states nineteen
Dialogue: 0,0:20:50.18,0:20:54.19,Default,,0000,0000,0000,,seventy-eight almost no overlap and what\Nhas happened
Dialogue: 0,0:20:54.19,0:20:58.59,Default,,0000,0000,0000,,china's growing it's not so equal any\Nlonger and he's appearing here
Dialogue: 0,0:20:58.59,0:21:01.03,Default,,0000,0000,0000,,overlooking the united states
Dialogue: 0,0:21:01.03,0:21:08.03,Default,,0000,0000,0000,,almost like a ghost isn't it time\Nprevious get a
Dialogue: 0,0:21:17.43,0:21:23.42,Default,,0000,0000,0000,,physician-assisted slow distribution\Nsystems once she says to himself says
Dialogue: 0,0:21:23.42,0:21:26.27,Default,,0000,0000,0000,,the states
Dialogue: 0,0:21:26.27,0:21:29.77,Default,,0000,0000,0000,,dance card president on the south\Nestimated
Dialogue: 0,0:21:29.77,0:21:32.58,Default,,0000,0000,0000,,he did the machine that could be a\Nproducer
Dialogue: 0,0:21:32.58,0:21:37.39,Default,,0000,0000,0000,,and he found thinking so many different\Nsets of nationalist betty mehendi than
Dialogue: 0,0:21:37.39,0:21:39.63,Default,,0000,0000,0000,,normal distribution
Dialogue: 0,0:21:39.63,0:21:42.72,Default,,0000,0000,0000,,sleepless pieces arms
Dialogue: 0,0:21:42.72,0:21:44.17,Default,,0000,0000,0000,,non-cancerous
Dialogue: 0,0:21:44.17,0:21:46.72,Default,,0000,0000,0000,,or stephen beard families
Dialogue: 0,0:21:46.72,0:21:52.37,Default,,0000,0000,0000,,the normal distribution shaped return\Ntime and time again
Dialogue: 0,0:21:52.37,0:21:56.56,Default,,0000,0000,0000,,under statisticians soon from any on the\Nregulations
Dialogue: 0,0:21:56.56,0:22:02.36,Default,,0000,0000,0000,,each produced by a particular kind of\Nnatural or social
Dialogue: 0,0:22:02.36,0:22:03.94,Default,,0000,0000,0000,,everest at the station
Dialogue: 0,0:22:03.94,0:22:05.78,Default,,0000,0000,0000,,their favorite
Dialogue: 0,0:22:05.78,0:22:10.46,Default,,0000,0000,0000,,fossil distribution procedure is raised\Nby favorite distribution texas absolute
Dialogue: 0,0:22:10.46,0:22:15.97,Default,,0000,0000,0000,,crap done
Dialogue: 0,0:22:15.97,0:22:20.46,Default,,0000,0000,0000,,inquest solution a describes how likely\Nit is that out of the ordinary things
Dialogue: 0,0:22:20.46,0:22:25.61,Default,,0000,0000,0000,,will happen emotional on the muscle what\Nwe know that when everybody gets revises
Dialogue: 0,0:22:25.61,0:22:29.64,Default,,0000,0000,0000,,enough we won't lose again three buses\Nand gruesome
Dialogue: 0,0:22:29.64,0:22:34.51,Default,,0000,0000,0000,,amazingly the partial shade please show\Nus the probability that in any given our
Dialogue: 0,0:22:34.51,0:22:39.86,Default,,0000,0000,0000,,word when we get four five or six months\Nis one of us is the time
Dialogue: 0,0:22:39.86,0:22:43.90,Default,,0000,0000,0000,,the exact shape changes pediatrics
Dialogue: 0,0:22:43.90,0:22:47.92,Default,,0000,0000,0000,,but whether it's how many people will\Nwin the lottery check
Dialogue: 0,0:22:47.92,0:22:52.74,Default,,0000,0000,0000,,or how many people in the former cold\Nsymptoms mimic plus one shape we give
Dialogue: 0,0:22:52.74,0:22:57.69,Default,,0000,0000,0000,,the probabilities
Dialogue: 0,0:22:57.69,0:23:01.25,Default,,0000,0000,0000,,the wonderful example but this was\Napplied to the late nineteenth century
Dialogue: 0,0:23:01.25,0:23:05.47,Default,,0000,0000,0000,,was to can teach she is the number of\Nprashant offices calorie offices and
Dialogue: 0,0:23:05.47,0:23:07.46,Default,,0000,0000,0000,,kicked to death by the horses
Dialogue: 0,0:23:07.46,0:23:11.38,Default,,0000,0000,0000,,as some use of the nuns and here's the\Nones from his too
Dialogue: 0,0:23:11.38,0:23:14.12,Default,,0000,0000,0000,,up to seven i think one ticking died\Nhere
Dialogue: 0,0:23:14.12,0:23:19.97,Default,,0000,0000,0000,,and buttons distribution permanent\Nbizarre taf crushing cavalry officer
Dialogue: 0,0:23:19.97,0:23:21.72,Default,,0000,0000,0000,,skip taft cases
Dialogue: 0,0:23:21.72,0:23:25.38,Default,,0000,0000,0000,,usually obey the constitution
Dialogue: 0,0:23:25.38,0:23:32.38,Default,,0000,0000,0000,,just
Dialogue: 0,0:23:34.52,0:23:36.53,Default,,0000,0000,0000,,tests
Dialogue: 0,0:23:36.53,0:23:41.78,Default,,0000,0000,0000,,cert
Dialogue: 0,0:23:41.78,0:23:43.46,Default,,0000,0000,0000,,going
Dialogue: 0,0:23:43.46,0:23:47.40,Default,,0000,0000,0000,,so statisticians use she c you then
Dialogue: 0,0:23:47.40,0:23:53.32,Default,,0000,0000,0000,,candidate ability using images of warmth\Nkinds to communicate statistics to a
Dialogue: 0,0:23:53.32,0:23:54.79,Default,,0000,0000,0000,,wider public
Dialogue: 0,0:23:54.79,0:23:56.09,Default,,0000,0000,0000,,because
Dialogue: 0,0:23:56.09,0:23:57.98,Default,,0000,0000,0000,,it's a story in the numbers
Dialogue: 0,0:23:57.98,0:24:03.78,Default,,0000,0000,0000,,he's told by a beautiful and clever\Nimage thank everyone understand
Dialogue: 0,0:24:03.78,0:24:06.53,Default,,0000,0000,0000,,of the pioneers of statistically\Ngraphics
Dialogue: 0,0:24:06.53,0:24:13.53,Default,,0000,0000,0000,,my favorite is florence unlike
Dialogue: 0,0:24:22.71,0:24:26.38,Default,,0000,0000,0000,,tire they're not many people don't\Nrealize it actually she was there was a
Dialogue: 0,0:24:26.38,0:24:28.19,Default,,0000,0000,0000,,passion statistician
Dialogue: 0,0:24:28.19,0:24:31.19,Default,,0000,0000,0000,,and not just of a vehicle out
Dialogue: 0,0:24:31.19,0:24:35.27,Default,,0000,0000,0000,,she said that understand god's thoughts\Nwe must study statistics but these are
Dialogue: 0,0:24:35.27,0:24:37.45,Default,,0000,0000,0000,,the measure of his purpose
Dialogue: 0,0:24:37.45,0:24:42.19,Default,,0000,0000,0000,,it's just it's less river villages\Ndetailer alternative
Dialogue: 0,0:24:42.19,0:24:46.38,Default,,0000,0000,0000,,flashes nine-years-old she started\Ncollecting data heard it was different
Dialogue: 0,0:24:46.38,0:24:50.82,Default,,0000,0000,0000,,fruits and vegetables she felt prelim\Ninto different tables trying to organize
Dialogue: 0,0:24:50.82,0:24:55.01,Default,,0000,0000,0000,,them in some standard for so we have one\Nof the playing fields first to school
Dialogue: 0,0:24:55.01,0:25:02.01,Default,,0000,0000,0000,,tables at the age of mine
Dialogue: 0,0:25:04.86,0:25:08.04,Default,,0000,0000,0000,,immediately fifties florence nightingale
Dialogue: 0,0:25:08.04,0:25:11.85,Default,,0000,0000,0000,,went to the crime he had to cancel\Nbritish cash infusion
Dialogue: 0,0:25:11.85,0:25:14.98,Default,,0000,0000,0000,,she was forty five i want to discuss
Dialogue: 0,0:25:14.98,0:25:18.16,Default,,0000,0000,0000,,these soldiers being blown to bits on\Nthe battlefield
Dialogue: 0,0:25:18.16,0:25:22.29,Default,,0000,0000,0000,,there were many many more soldiers dying\Nfrom the sees his state court in the
Dialogue: 0,0:25:22.29,0:25:25.59,Default,,0000,0000,0000,,armies filthy hostels
Dialogue: 0,0:25:25.59,0:25:29.41,Default,,0000,0000,0000,,so florence nightingale began compton\Ncontent
Dialogue: 0,0:25:29.41,0:25:35.73,Default,,0000,0000,0000,,for two years she recorded mortality\Ndata unique too touristy
Dialogue: 0,0:25:35.73,0:25:40.98,Default,,0000,0000,0000,,it was over she persuaded the government\Nto set up a royal commission of inquiry
Dialogue: 0,0:25:40.98,0:25:45.10,Default,,0000,0000,0000,,and gathered her dating devastating\Nreport
Dialogue: 0,0:25:45.10,0:25:48.27,Default,,0000,0000,0000,,this amended took place in the\Nstatistically history books
Dialogue: 0,0:25:48.27,0:25:50.34,Default,,0000,0000,0000,,on the graphics shields
Dialogue: 0,0:25:50.34,0:25:51.83,Default,,0000,0000,0000,,and one in particular
Dialogue: 0,0:25:51.83,0:25:54.30,Default,,0000,0000,0000,,the polar area graph
Dialogue: 0,0:25:54.30,0:25:56.65,Default,,0000,0000,0000,,for each month of the war
Dialogue: 0,0:25:56.65,0:26:00.36,Default,,0000,0000,0000,,usually low wage represented the\Nsoldiers who are dying from preventable
Dialogue: 0,0:26:00.36,0:26:02.39,Default,,0000,0000,0000,,disease
Dialogue: 0,0:26:02.39,0:26:05.37,Default,,0000,0000,0000,,much more of a bridges more deaths from
Dialogue: 0,0:26:05.37,0:26:07.50,Default,,0000,0000,0000,,owns and the plaque wages
Dialogue: 0,0:26:07.50,0:26:10.99,Default,,0000,0000,0000,,deaths from accidents and public works
Dialogue: 0,0:26:10.99,0:26:13.84,Default,,0000,0000,0000,,nineteen days graphics mercele cleaner
Dialogue: 0,0:26:13.84,0:26:14.62,Default,,0000,0000,0000,,me working
Dialogue: 0,0:26:14.62,0:26:17.33,Default,,0000,0000,0000,,possible treatment
Dialogue: 0,0:26:17.33,0:26:20.05,Default,,0000,0000,0000,,the usual cigarette from start to get\Nstorms just adjust
Dialogue: 0,0:26:20.05,0:26:24.53,Default,,0000,0000,0000,,tables in tables and figures are you've\Ngot to really tedious stocks that unless
Dialogue: 0,0:26:24.53,0:26:28.22,Default,,0000,0000,0000,,you're actually dedicated statisticians\Nwill be quite difficult spot the patents
Dialogue: 0,0:26:28.22,0:26:29.25,Default,,0000,0000,0000,,quite naturally
Dialogue: 0,0:26:29.25,0:26:30.84,Default,,0000,0000,0000,,but an visualizations
Dialogue: 0,0:26:30.84,0:26:34.71,Default,,0000,0000,0000,,they tell a story to tell a story\Nimmediately and use of color
Dialogue: 0,0:26:34.71,0:26:36.40,Default,,0000,0000,0000,,and usage schenk
Dialogue: 0,0:26:36.40,0:26:39.85,Default,,0000,0000,0000,,you do to really tell a powerful story\Nand now it is of course we can make
Dialogue: 0,0:26:39.85,0:26:41.37,Default,,0000,0000,0000,,things move as well
Dialogue: 0,0:26:41.37,0:26:44.79,Default,,0000,0000,0000,,for such here would love to have played\Nwith should have been
Dialogue: 0,0:26:44.79,0:26:49.59,Default,,0000,0000,0000,,jews wonderful animation semantics
Dialogue: 0,0:26:49.59,0:26:51.38,Default,,0000,0000,0000,,ru
Dialogue: 0,0:26:51.38,0:26:54.15,Default,,0000,0000,0000,,today a hundred and fifty years old
Dialogue: 0,0:26:54.15,0:26:57.96,Default,,0000,0000,0000,,nightingale is graphics are rightly\Nregarded as a class in
Dialogue: 0,0:26:57.96,0:27:02.11,Default,,0000,0000,0000,,they lead to a revolution in nursing\Nhealth care in hygiene hospitals
Dialogue: 0,0:27:02.11,0:27:06.90,Default,,0000,0000,0000,,worldwide wheat cv innumerable times\Nthat
Dialogue: 0,0:27:06.90,0:27:11.64,Default,,0000,0000,0000,,the statistical graphics has become an\Nart form where it's a very old learned
Dialogue: 0,0:27:11.64,0:27:17.18,Default,,0000,0000,0000,,by deciding to restore passionate about\Nit is relaxing there
Dialogue: 0,0:27:17.18,0:27:19.97,Default,,0000,0000,0000,,will lure
Dialogue: 0,0:27:19.97,0:27:23.17,Default,,0000,0000,0000,,remember more
Dialogue: 0,0:27:23.17,0:27:27.42,Default,,0000,0000,0000,,in rice's two billion pounds are ground
Dialogue: 0,0:27:27.42,0:27:31.10,Default,,0000,0000,0000,,this image arose frustration with the\Nreporting of
Dialogue: 0,0:27:31.10,0:27:34.48,Default,,0000,0000,0000,,billion panna medicine a media fire in\Njapan in pounds for this war
Dialogue: 0,0:27:34.48,0:27:37.87,Default,,0000,0000,0000,,fifty billion pounds this or still\Ndoesn't common sense is known as the two
Dialogue: 0,0:27:37.87,0:27:41.27,Default,,0000,0000,0000,,enormous to get your mind round source\Ncraigslist data from various news
Dialogue: 0,0:27:41.27,0:27:43.46,Default,,0000,0000,0000,,sources in trade the star graham
Dialogue: 0,0:27:43.46,0:27:49.05,Default,,0000,0000,0000,,squares hero scaled according to the\Nbillion pan-am outs
Dialogue: 0,0:27:49.05,0:27:51.88,Default,,0000,0000,0000,,we see numbers visualize like this
Dialogue: 0,0:27:51.88,0:27:54.24,Default,,0000,0000,0000,,the start of a different kind of\Nrelationship with them
Dialogue: 0,0:27:54.24,0:27:57.03,Default,,0000,0000,0000,,uh... because of see patterns you see\Nthe scale of them
Dialogue: 0,0:27:57.03,0:27:59.71,Default,,0000,0000,0000,,here at the corner this little square\Nthirty seven billion
Dialogue: 0,0:27:59.71,0:28:03.31,Default,,0000,0000,0000,,i was the cost projected cost iraq war\Nin two thousand three
Dialogue: 0,0:28:03.31,0:28:05.46,Default,,0000,0000,0000,,as you can see it's grown exponentially
Dialogue: 0,0:28:05.46,0:28:06.59,Default,,0000,0000,0000,,of the last few years
Dialogue: 0,0:28:06.59,0:28:08.31,Default,,0000,0000,0000,,so the total cost house around about
Dialogue: 0,0:28:08.31,0:28:11.21,Default,,0000,0000,0000,,two thousand five hundred billion
Dialogue: 0,0:28:11.21,0:28:14.54,Default,,0000,0000,0000,,it's funny 'cause when you visualize two\Nsticks on this you understand them when
Dialogue: 0,0:28:14.54,0:28:15.97,Default,,0000,0000,0000,,you understand them
Dialogue: 0,0:28:15.97,0:28:22.97,Default,,0000,0000,0000,,you can really start puts things into\Nperspective
Dialogue: 0,0:28:24.53,0:28:28.90,Default,,0000,0000,0000,,we should learn stations right at the\Nheart of my own walked to
Dialogue: 0,0:28:28.90,0:28:31.14,Default,,0000,0000,0000,,i teach global health
Dialogue: 0,0:28:31.14,0:28:33.94,Default,,0000,0000,0000,,and i know having the data is not enough
Dialogue: 0,0:28:33.94,0:28:40.00,Default,,0000,0000,0000,,i have to show it in ways people both\Nenjoy and i understand
Dialogue: 0,0:28:40.00,0:28:44.58,Default,,0000,0000,0000,,i'm going to try something i've never\Ndone before animating the dating really
Dialogue: 0,0:28:44.58,0:28:45.98,Default,,0000,0000,0000,,stinks
Dialogue: 0,0:28:45.98,0:28:50.87,Default,,0000,0000,0000,,with a bit of technical assistance from\Nthe crew
Dialogue: 0,0:28:50.87,0:28:52.50,Default,,0000,0000,0000,,so here we go
Dialogue: 0,0:28:52.50,0:28:54.36,Default,,0000,0000,0000,,first taxes for help
Dialogue: 0,0:28:54.36,0:28:55.94,Default,,0000,0000,0000,,life expectancy
Dialogue: 0,0:28:55.94,0:29:01.62,Default,,0000,0000,0000,,from twenty-five years seventy-five\Nyears and out here access for work
Dialogue: 0,0:29:01.62,0:29:03.16,Default,,0000,0000,0000,,income per person
Dialogue: 0,0:29:03.16,0:29:04.24,Default,,0000,0000,0000,,four hundred
Dialogue: 0,0:29:04.24,0:29:07.04,Default,,0000,0000,0000,,four thousand and forty thousand dollars
Dialogue: 0,0:29:07.04,0:29:09.60,Default,,0000,0000,0000,,so down here
Dialogue: 0,0:29:09.60,0:29:10.65,Default,,0000,0000,0000,,and sick
Dialogue: 0,0:29:10.65,0:29:15.58,Default,,0000,0000,0000,,and cop here is rich and health
Dialogue: 0,0:29:15.58,0:29:18.84,Default,,0000,0000,0000,,i want to show the world two hundred\Nyears ago
Dialogue: 0,0:29:18.84,0:29:21.41,Default,,0000,0000,0000,,in eighteen ten
Dialogue: 0,0:29:21.41,0:29:23.00,Default,,0000,0000,0000,,here come all the countries
Dialogue: 0,0:29:23.00,0:29:26.29,Default,,0000,0000,0000,,you know ground station away hideously
Dialogue: 0,0:29:26.29,0:29:29.85,Default,,0000,0000,0000,,acrobats tells us army or and the\Namerican deal
Dialogue: 0,0:29:29.85,0:29:34.18,Default,,0000,0000,0000,,and the soyuz over the country bubble\Nsoulless eyes of the population
Dialogue: 0,0:29:34.18,0:29:38.76,Default,,0000,0000,0000,,and eighteen ten it is pretty crowded\Ndown there wasn't it congress were
Dialogue: 0,0:29:38.76,0:29:42.54,Default,,0000,0000,0000,,sickened pork life expectancy will be\Nlost
Dialogue: 0,0:29:42.54,0:29:47.46,Default,,0000,0000,0000,,in oregon please everyting you kate and\Nthen the lance was like it better off
Dialogue: 0,0:29:47.46,0:29:48.80,Default,,0000,0000,0000,,not much
Dialogue: 0,0:29:48.80,0:29:49.72,Default,,0000,0000,0000,,and now
Dialogue: 0,0:29:49.72,0:29:52.92,Default,,0000,0000,0000,,wise dot the world
Dialogue: 0,0:29:52.92,0:29:57.41,Default,,0000,0000,0000,,industrial revolution makes companies in\Neurope and elsewhere
Dialogue: 0,0:29:57.41,0:29:59.21,Default,,0000,0000,0000,,move away from the rest
Dialogue: 0,0:29:59.21,0:30:04.05,Default,,0000,0000,0000,,apologize countries in asia and africa\Nbest backed down there
Dialogue: 0,0:30:04.05,0:30:08.54,Default,,0000,0000,0000,,and eventually the western countries get\Nhealthier and healthier
Dialogue: 0,0:30:08.54,0:30:14.43,Default,,0000,0000,0000,,and now we slow down to show the impact\Non the first world war and the spanish
Dialogue: 0,0:30:14.43,0:30:15.85,Default,,0000,0000,0000,,flu epidemic
Dialogue: 0,0:30:15.85,0:30:18.55,Default,,0000,0000,0000,,what does it
Dialogue: 0,0:30:18.55,0:30:22.99,Default,,0000,0000,0000,,and now i speed up through the nineteen\Ntwenties and the nineteen thirties and
Dialogue: 0,0:30:22.99,0:30:26.91,Default,,0000,0000,0000,,in spite of the great depression was to\Ncome visit for john doe was greater
Dialogue: 0,0:30:26.91,0:30:32.51,Default,,0000,0000,0000,,wealth and helped and some others try to\Nfollow but most interesting down here
Dialogue: 0,0:30:32.51,0:30:37.34,Default,,0000,0000,0000,,up often the tragedies of the second\Nworld war we stop a bit to look at the
Dialogue: 0,0:30:37.34,0:30:39.67,Default,,0000,0000,0000,,world in nineteen forty eight
Dialogue: 0,0:30:39.67,0:30:42.20,Default,,0000,0000,0000,,nineteen forty eight was a great year
Dialogue: 0,0:30:42.20,0:30:43.61,Default,,0000,0000,0000,,the war was over
Dialogue: 0,0:30:43.61,0:30:48.08,Default,,0000,0000,0000,,sweden topped the metal table at the\Nwinter olympics and i was born
Dialogue: 0,0:30:48.08,0:30:49.48,Default,,0000,0000,0000,,buffet differences
Dialogue: 0,0:30:49.48,0:30:53.02,Default,,0000,0000,0000,,between the congress of the world was\Nwider than ever
Dialogue: 0,0:30:53.02,0:30:57.14,Default,,0000,0000,0000,,united states was in the frog japan was\Ncatching up
Dialogue: 0,0:30:57.14,0:31:02.03,Default,,0000,0000,0000,,brazil is way behind iran was getting a\Nlittle richard from lloyd but still had
Dialogue: 0,0:31:02.03,0:31:03.08,Default,,0000,0000,0000,,short life
Dialogue: 0,0:31:03.08,0:31:05.51,Default,,0000,0000,0000,,and dictation giants
Dialogue: 0,0:31:05.51,0:31:09.76,Default,,0000,0000,0000,,china india pakistan bangladesh in\Nindonesia and they were still poor
Dialogue: 0,0:31:09.76,0:31:11.19,Default,,0000,0000,0000,,instinct on here
Dialogue: 0,0:31:11.19,0:31:12.100,Default,,0000,0000,0000,,but he'll play is about to happen
Dialogue: 0,0:31:12.100,0:31:14.32,Default,,0000,0000,0000,,gila delegate
Dialogue: 0,0:31:14.32,0:31:18.84,Default,,0000,0000,0000,,in my lifetime former colonies gained\Nindependence and then finally they
Dialogue: 0,0:31:18.84,0:31:23.62,Default,,0000,0000,0000,,starting to get healthier and healthy it\Nand healthier and in the nineteen
Dialogue: 0,0:31:23.62,0:31:24.51,Default,,0000,0000,0000,,seventies
Dialogue: 0,0:31:24.51,0:31:28.06,Default,,0000,0000,0000,,then countries indication that the\Namerican student of catch up with the
Dialogue: 0,0:31:28.06,0:31:30.08,Default,,0000,0000,0000,,western countries the meeting with me
Dialogue: 0,0:31:30.08,0:31:34.51,Default,,0000,0000,0000,,emerging economies sunny method of\Nfollows some african rostock in civil
Dialogue: 0,0:31:34.51,0:31:39.83,Default,,0000,0000,0000,,war and i was hit by a charity and now\Nwe can see the wall today in the most
Dialogue: 0,0:31:39.83,0:31:43.34,Default,,0000,0000,0000,,up-to-date statistics
Dialogue: 0,0:31:43.34,0:31:45.98,Default,,0000,0000,0000,,most people today in the mid
Dialogue: 0,0:31:45.98,0:31:48.92,Default,,0000,0000,0000,,but then you should get friends at the\Nsame time between them
Dialogue: 0,0:31:48.92,0:31:51.63,Default,,0000,0000,0000,,best of congress and the worst of cuts
Dialogue: 0,0:31:51.63,0:31:52.39,Default,,0000,0000,0000,,and i will say
Dialogue: 0,0:31:52.39,0:31:54.80,Default,,0000,0000,0000,,lives in the qualities with the income
Dialogue: 0,0:31:54.80,0:31:58.61,Default,,0000,0000,0000,,these problems shel country average s\Nbut i just think that
Dialogue: 0,0:31:58.61,0:32:02.42,Default,,0000,0000,0000,,they china i can split it into provinces
Dialogue: 0,0:32:02.42,0:32:05.50,Default,,0000,0000,0000,,bearing goes shanghai
Dialogue: 0,0:32:05.50,0:32:11.37,Default,,0000,0000,0000,,it is the same boat as it related and a\Ninterpol reliant on those white show it
Dialogue: 0,0:32:11.37,0:32:12.76,Default,,0000,0000,0000,,is like pakistan
Dialogue: 0,0:32:12.76,0:32:15.20,Default,,0000,0000,0000,,any text picket fence
Dialogue: 0,0:32:15.20,0:32:19.86,Default,,0000,0000,0000,,the rural parts are like calling africa
Dialogue: 0,0:32:19.86,0:32:21.07,Default,,0000,0000,0000,,and yet
Dialogue: 0,0:32:21.07,0:32:25.36,Default,,0000,0000,0000,,despite the enormous disparities to date\Nwe have seen two hundred years of
Dialogue: 0,0:32:25.36,0:32:27.42,Default,,0000,0000,0000,,remarkable progress
Dialogue: 0,0:32:27.42,0:32:31.89,Default,,0000,0000,0000,,that's a huge historical gap between the\Nwest and the rest is not closed eight
Dialogue: 0,0:32:31.89,0:32:35.86,Default,,0000,0000,0000,,we have become an entirely new\Nconverging world
Dialogue: 0,0:32:35.86,0:32:39.58,Default,,0000,0000,0000,,and i see it clearly friend into the\Nfuture we can you need to treat a green
Dialogue: 0,0:32:39.58,0:32:44.41,Default,,0000,0000,0000,,technology and bs its full impossible\Nthat everyone can make it to the healthy
Dialogue: 0,0:32:44.41,0:32:48.55,Default,,0000,0000,0000,,wealthy corner
Dialogue: 0,0:32:48.55,0:32:50.12,Default,,0000,0000,0000,,wenjie dot c
Dialogue: 0,0:32:50.12,0:32:53.93,Default,,0000,0000,0000,,for the last few minutes is a story of\Ntwo hundred congress
Dialogue: 0,0:32:53.93,0:32:56.61,Default,,0000,0000,0000,,showing over two hundred years and\Nbeyond
Dialogue: 0,0:32:56.61,0:32:58.45,Default,,0000,0000,0000,,it involve plotting on
Dialogue: 0,0:32:58.45,0:33:01.34,Default,,0000,0000,0000,,one hundred and twenty thousand numbers
Dialogue: 0,0:33:01.34,0:33:08.14,Default,,0000,0000,0000,,pretty neat
Dialogue: 0,0:33:08.14,0:33:09.15,Default,,0000,0000,0000,,so
Dialogue: 0,0:33:09.15,0:33:13.45,Default,,0000,0000,0000,,with statistics we can begin to see\Nthings as they really are
Dialogue: 0,0:33:13.45,0:33:17.29,Default,,0000,0000,0000,,from tables update dental and reduce\Nthese tributions and issuing this
Dialogue: 0,0:33:17.29,0:33:23.33,Default,,0000,0000,0000,,nation's statistics gives us a clear\Ndescription of the world
Dialogue: 0,0:33:23.33,0:33:28.63,Default,,0000,0000,0000,,athletes distinctly cannot only\Ndiscovered much is happening
Dialogue: 0,0:33:28.63,0:33:35.63,Default,,0000,0000,0000,,bottles explore why by using the\Npowerful analytical method correlation
Dialogue: 0,0:33:35.68,0:33:38.43,Default,,0000,0000,0000,,just looking at one thing at the time is\Nintended for
Dialogue: 0,0:33:38.43,0:33:42.15,Default,,0000,0000,0000,,you've got to look at the relationships\Nbetween finance has a chance to have a
Dialogue: 0,0:33:42.15,0:33:43.38,Default,,0000,0000,0000,,very together
Dialogue: 0,0:33:43.38,0:33:46.59,Default,,0000,0000,0000,,in that sport correlation is a pack and\Nthat's why i stopped trying to
Dialogue: 0,0:33:46.59,0:33:52.94,Default,,0000,0000,0000,,understand to crysis is that they're\Nreally going on in the world in society
Dialogue: 0,0:33:52.94,0:33:57.24,Default,,0000,0000,0000,,most of us today would recognize that\Ncrying correlates to poverty
Dialogue: 0,0:33:57.24,0:34:00.34,Default,,0000,0000,0000,,that infection correlates to poor\Nsanitation
Dialogue: 0,0:34:00.34,0:34:06.81,Default,,0000,0000,0000,,and that knowledge of statistics\Ncorrelates to being great at balancing
Dialogue: 0,0:34:06.81,0:34:10.59,Default,,0000,0000,0000,,relations can be very pretty
Dialogue: 0,0:34:10.59,0:34:13.15,Default,,0000,0000,0000,,i got a joke about silly correlations
Dialogue: 0,0:34:13.15,0:34:15.82,Default,,0000,0000,0000,,that was that the american i was afraid\Nof a heart attack
Dialogue: 0,0:34:15.82,0:34:18.97,Default,,0000,0000,0000,,and he found out that the japanese
Dialogue: 0,0:34:18.97,0:34:23.02,Default,,0000,0000,0000,,the marriage of fat
Dialogue: 0,0:34:23.02,0:34:25.51,Default,,0000,0000,0000,,action this heart attacks than the\Namerican
Dialogue: 0,0:34:25.51,0:34:26.67,Default,,0000,0000,0000,,but on the other hand
Dialogue: 0,0:34:26.67,0:34:28.79,Default,,0000,0000,0000,,also follow up with a friend
Dialogue: 0,0:34:28.79,0:34:32.83,Default,,0000,0000,0000,,eat as much practically americans and\Nthey want to know why
Dialogue: 0,0:34:32.83,0:34:39.83,Default,,0000,0000,0000,,also and less artifacts
Dialogue: 0,0:34:41.89,0:34:45.34,Default,,0000,0000,0000,,this next round of the lead\Ngroundbreaking coronation
Dialogue: 0,0:34:45.34,0:34:48.97,Default,,0000,0000,0000,,is the link that was established in the\Nnineteen fifties between smoking and
Dialogue: 0,0:34:48.97,0:34:51.30,Default,,0000,0000,0000,,lung cancer
Dialogue: 0,0:34:51.30,0:34:53.69,Default,,0000,0000,0000,,notlong after the second world war
Dialogue: 0,0:34:53.69,0:34:55.97,Default,,0000,0000,0000,,a british doctors reach abroad
Dialogue: 0,0:34:55.97,0:34:59.97,Default,,0000,0000,0000,,investigated lung cancer patient in\Ntwenty long on hospitals
Dialogue: 0,0:34:59.97,0:35:04.35,Default,,0000,0000,0000,,and he became system that the only thing\Nthey have in common with smoking
Dialogue: 0,0:35:04.35,0:35:05.50,Default,,0000,0000,0000,,so certain
Dialogue: 0,0:35:05.50,0:35:07.49,Default,,0000,0000,0000,,she stopped smoking inside
Dialogue: 0,0:35:07.49,0:35:08.79,Default,,0000,0000,0000,,on the page
Dialogue: 0,0:35:08.79,0:35:11.45,Default,,0000,0000,0000,,runs social
Dialogue: 0,0:35:11.45,0:35:14.50,Default,,0000,0000,0000,,moderates a discussion of the early days\Njust
Dialogue: 0,0:35:14.50,0:35:18.49,Default,,0000,0000,0000,,linking smoking to lung cancer\Nsimplicial smoking shortly that thing
Dialogue: 0,0:35:18.49,0:35:21.85,Default,,0000,0000,0000,,that we've come about life's account be\Nbad for you
Dialogue: 0,0:35:21.85,0:35:24.01,Default,,0000,0000,0000,,maybe it's jeans
Dialogue: 0,0:35:24.01,0:35:28.45,Default,,0000,0000,0000,,maybe people would genetically\Npredisposed to get lung cancer are also
Dialogue: 0,0:35:28.45,0:35:33.12,Default,,0000,0000,0000,,genetically predisposed to smoke
Dialogue: 0,0:35:33.12,0:35:36.65,Default,,0000,0000,0000,,maybe it's not the smoking maybe its air\Npollution
Dialogue: 0,0:35:36.65,0:35:41.81,Default,,0000,0000,0000,,that smokers are somehow more exposed to\Nair pollution non-smokers
Dialogue: 0,0:35:41.81,0:35:43.15,Default,,0000,0000,0000,,maybe it's not
Dialogue: 0,0:35:43.15,0:35:45.29,Default,,0000,0000,0000,,smoking maybe it's public
Dialogue: 0,0:35:45.29,0:35:51.77,Default,,0000,0000,0000,,so now we've got three alternate\Nexplanations apart from chance
Dialogue: 0,0:35:51.77,0:35:53.59,Default,,0000,0000,0000,,parties coronation
Dialogue: 0,0:35:53.59,0:35:58.30,Default,,0000,0000,0000,,digging flight cause-and-effect returned\Non created the biggest existed to study
Dialogue: 0,0:35:58.30,0:35:59.97,Default,,0000,0000,0000,,of smoking thing
Dialogue: 0,0:35:59.97,0:36:03.72,Default,,0000,0000,0000,,he began cracking the life some forty\Nthousand british dot
Dialogue: 0,0:36:03.72,0:36:06.91,Default,,0000,0000,0000,,some of whom smoke and some of whom did
Dialogue: 0,0:36:06.91,0:36:09.87,Default,,0000,0000,0000,,and get this enough data to acquire\Nanything in mind
Dialogue: 0,0:36:09.87,0:36:14.19,Default,,0000,0000,0000,,if the doctor smoke within likelihood of\Ngetting cancer
Dialogue: 0,0:36:14.19,0:36:18.23,Default,,0000,0000,0000,,eventually he not only showed a\Ncorrelation between smoking and lung
Dialogue: 0,0:36:18.23,0:36:23.30,Default,,0000,0000,0000,,cancer platforms to a correlation\Nbetween stopping smoking and reducing
Dialogue: 0,0:36:23.30,0:36:24.48,Default,,0000,0000,0000,,the risk
Dialogue: 0,0:36:24.48,0:36:28.68,Default,,0000,0000,0000,,this messiahs at its best
Dialogue: 0,0:36:28.68,0:36:31.45,Default,,0000,0000,0000,,what correlations do not replace
Dialogue: 0,0:36:31.45,0:36:32.100,Default,,0000,0000,0000,,he's human sort
Dialogue: 0,0:36:32.100,0:36:35.87,Default,,0000,0000,0000,,good think about what it means
Dialogue: 0,0:36:35.87,0:36:40.08,Default,,0000,0000,0000,,knew what a good scientist has if he\Ncomes up with the correlation
Dialogue: 0,0:36:40.08,0:36:40.86,Default,,0000,0000,0000,,ease
Dialogue: 0,0:36:40.86,0:36:45.40,Default,,0000,0000,0000,,try as hard as she or he possibly can to\Ndisprove it
Dialogue: 0,0:36:45.40,0:36:47.49,Default,,0000,0000,0000,,to break it down to get rid of it
Dialogue: 0,0:36:47.49,0:36:49.08,Default,,0000,0000,0000,,to try and refute it
Dialogue: 0,0:36:49.08,0:36:53.46,Default,,0000,0000,0000,,and if it was stones all those efforts
Dialogue: 0,0:36:53.46,0:36:56.44,Default,,0000,0000,0000,,demolishing it and it's still standing\Nout
Dialogue: 0,0:36:56.44,0:37:00.72,Default,,0000,0000,0000,,then cautiously say weary might have\Nsomething here
Dialogue: 0,0:37:00.72,0:37:03.21,Default,,0000,0000,0000,,bernard
Dialogue: 0,0:37:03.21,0:37:05.70,Default,,0000,0000,0000,,bed
Dialogue: 0,0:37:05.70,0:37:08.64,Default,,0000,0000,0000,,benetton
Dialogue: 0,0:37:08.64,0:37:13.92,Default,,0000,0000,0000,,character
Dialogue: 0,0:37:13.92,0:37:16.74,Default,,0000,0000,0000,,ho
Dialogue: 0,0:37:16.74,0:37:22.05,Default,,0000,0000,0000,,henry lee and the scientist date that is\Nto be able to jim and finance
Dialogue: 0,0:37:22.05,0:37:26.66,Default,,0000,0000,0000,,the good news is that the more we had\Nthe more correlations will find the more
Dialogue: 0,0:37:26.66,0:37:28.40,Default,,0000,0000,0000,,theories will test
Dialogue: 0,0:37:28.40,0:37:35.40,Default,,0000,0000,0000,,and the more discoveries that we are\Nlikely to make
Dialogue: 0,0:37:35.57,0:37:40.92,Default,,0000,0000,0000,,and history shows park total sum of the\Ninformation bruising usually keeps as we
Dialogue: 0,0:37:40.92,0:37:43.39,Default,,0000,0000,0000,,develop new technologies
Dialogue: 0,0:37:43.39,0:37:47.47,Default,,0000,0000,0000,,the mention of the printing press kicked\Noff the first day an information
Dialogue: 0,0:37:47.47,0:37:49.20,Default,,0000,0000,0000,,explosion
Dialogue: 0,0:37:49.20,0:37:53.09,Default,,0000,0000,0000,,he complained about the glove the books\Nthat i mean print by the year is
Dialogue: 0,0:37:53.09,0:37:55.34,Default,,0000,0000,0000,,seventeen hundred
Dialogue: 0,0:37:55.34,0:38:02.30,Default,,0000,0000,0000,,didn't make six this tax each as high is\Nmontane forest
Dialogue: 0,0:38:02.30,0:38:05.07,Default,,0000,0000,0000,,then starting in the nineteenth century
Dialogue: 0,0:38:05.07,0:38:07.72,Default,,0000,0000,0000,,they came a second information\Nrevolution
Dialogue: 0,0:38:07.72,0:38:11.51,Default,,0000,0000,0000,,with the telegraph gramophone and can\Nlater
Dialogue: 0,0:38:11.51,0:38:13.51,Default,,0000,0000,0000,,radio and t{\u1}v{\u0}
Dialogue: 0,0:38:13.51,0:38:17.12,Default,,0000,0000,0000,,to obtain long-term information exploded
Dialogue: 0,0:38:17.12,0:38:20.84,Default,,0000,0000,0000,,them by the nineteen fifties the\Ninformation available to us all
Dialogue: 0,0:38:20.84,0:38:25.51,Default,,0000,0000,0000,,had multiplied six thousand pints
Dialogue: 0,0:38:25.51,0:38:30.28,Default,,0000,0000,0000,,thanks to the computer linked to the\Nindependently went digital
Dialogue: 0,0:38:30.28,0:38:37.28,Default,,0000,0000,0000,,mainland of belize we have now he's\Nwanting mentioned the
Dialogue: 0,0:38:39.36,0:38:44.41,Default,,0000,0000,0000,,seemed a little denoble politically than\Nright
Dialogue: 0,0:38:44.41,0:38:51.25,Default,,0000,0000,0000,,printed page pete wilson killed by
Dialogue: 0,0:38:51.25,0:38:53.39,Default,,0000,0000,0000,,five megabytes enough of it
Dialogue: 0,0:38:53.39,0:38:57.42,Default,,0000,0000,0000,,people aren't insured
Dialogue: 0,0:38:57.42,0:38:58.95,Default,,0000,0000,0000,,pending dot lights
Dialogue: 0,0:38:58.95,0:39:05.93,Default,,0000,0000,0000,,that's a dvd movies
Dialogue: 0,0:39:05.93,0:39:10.41,Default,,0000,0000,0000,,to metabolize is himself millions off of\Nthings
Dialogue: 0,0:39:10.41,0:39:14.74,Default,,0000,0000,0000,,faceplate everyday
Dialogue: 0,0:39:14.74,0:39:20.12,Default,,0000,0000,0000,,stoplights is the data recorder every\Nsecond by the world's largest particle
Dialogue: 0,0:39:20.12,0:39:25.12,Default,,0000,0000,0000,,accelerator so much higher tiny\Nfractions
Dialogue: 0,0:39:25.12,0:39:26.88,Default,,0000,0000,0000,,six exabytes
Dialogue: 0,0:39:26.88,0:39:33.88,Default,,0000,0000,0000,,is what you have secrecy
Dialogue: 0,0:39:37.75,0:39:39.53,Default,,0000,0000,0000,,but we had that's not good
Dialogue: 0,0:39:39.53,0:39:44.50,Default,,0000,0000,0000,,in two thousand nine the internet added\Nup to five hundred except and in two
Dialogue: 0,0:39:44.50,0:39:47.56,Default,,0000,0000,0000,,thousand to in yes the here
Dialogue: 0,0:39:47.56,0:39:54.56,Default,,0000,0000,0000,,stepping down to more than what is it\Nthat way
Dialogue: 0,0:39:55.30,0:39:56.94,Default,,0000,0000,0000,,back in the world
Dialogue: 0,0:39:56.94,0:39:59.92,Default,,0000,0000,0000,,here to tell all this data into print
Dialogue: 0,0:39:59.92,0:40:02.61,Default,,0000,0000,0000,,it would make ninety stacks of both
Dialogue: 0,0:40:02.61,0:40:08.07,Default,,0000,0000,0000,,sandy treat you from here and all the\Nway you do this
Dialogue: 0,0:40:08.07,0:40:10.95,Default,,0000,0000,0000,,dazed and then you just answering
Dialogue: 0,0:40:10.95,0:40:17.51,Default,,0000,0000,0000,,with today's computers and statistics\Ni'm confident we can handle it
Dialogue: 0,0:40:17.51,0:40:21.82,Default,,0000,0000,0000,,when it comes to on the date on the\Ninternet powerhouse of statistical
Dialogue: 0,0:40:21.82,0:40:28.82,Default,,0000,0000,0000,,analysis is the silicon valley giant
Dialogue: 0,0:40:33.40,0:40:37.66,Default,,0000,0000,0000,,the average person over their lifetime\Nis exposed to about a hundred million
Dialogue: 0,0:40:37.66,0:40:43.21,Default,,0000,0000,0000,,words conversation so if you multiply\Nthat by the six billion people on the
Dialogue: 0,0:40:43.21,0:40:44.45,Default,,0000,0000,0000,,planet data
Dialogue: 0,0:40:44.45,0:40:48.30,Default,,0000,0000,0000,,brown words about the world to the\Nnumber of words that will has available
Dialogue: 0,0:40:48.30,0:40:51.90,Default,,0000,0000,0000,,to that he wants to talk
Dialogue: 0,0:40:51.90,0:40:54.06,Default,,0000,0000,0000,,whose computers happen
Dialogue: 0,0:40:54.06,0:40:58.75,Default,,0000,0000,0000,,finally every document webpage in image\Nthey can find
Dialogue: 0,0:40:58.75,0:41:04.64,Default,,0000,0000,0000,,fagan hunt for patents and correlations\Nin all this date dot doing statistics on
Dialogue: 0,0:41:04.64,0:41:06.67,Default,,0000,0000,0000,,them that sixty
Dialogue: 0,0:41:06.67,0:41:07.75,Default,,0000,0000,0000,,and for me
Dialogue: 0,0:41:07.75,0:41:12.50,Default,,0000,0000,0000,,will be has one project that the\Nparticular excite statistical language
Dialogue: 0,0:41:12.50,0:41:14.87,Default,,0000,0000,0000,,translation
Dialogue: 0,0:41:14.87,0:41:19.82,Default,,0000,0000,0000,,who wanted to provide access to all the\Nwinds information matter what languages
Dialogue: 0,0:41:19.82,0:41:22.54,Default,,0000,0000,0000,,there's just so much information on the\Ninternet you can help
Dialogue: 0,0:41:22.54,0:41:27.71,Default,,0000,0000,0000,,to translate it all bike and into every\Npossible language we figured we'd have
Dialogue: 0,0:41:27.71,0:41:32.99,Default,,0000,0000,0000,,to be able to do machine translation
Dialogue: 0,0:41:32.99,0:41:37.25,Default,,0000,0000,0000,,in the past program has tried to teach\Ntheir computers to free speech language
Dialogue: 0,0:41:37.25,0:41:39.69,Default,,0000,0000,0000,,as the system dramatically lose
Dialogue: 0,0:41:39.69,0:41:42.82,Default,,0000,0000,0000,,much like the women which is much more\Ndifficult
Dialogue: 0,0:41:42.82,0:41:44.22,Default,,0000,0000,0000,,his feet in front
Dialogue: 0,0:41:44.22,0:41:48.88,Default,,0000,0000,0000,,because no one set the rules to cash in\Nonline which informix subtlety in
Dialogue: 0,0:41:48.88,0:41:51.17,Default,,0000,0000,0000,,ambiguity
Dialogue: 0,0:41:51.17,0:41:53.02,Default,,0000,0000,0000,,having eaten hot lunch
Dialogue: 0,0:41:53.02,0:41:55.17,Default,,0000,0000,0000,,because depart
Dialogue: 0,0:41:55.17,0:41:57.07,Default,,0000,0000,0000,,well that's all this weekend correct
Dialogue: 0,0:41:57.07,0:42:01.28,Default,,0000,0000,0000,,written like that it would imply that\Nthe coach has eaten lunch
Dialogue: 0,0:42:01.28,0:42:04.31,Default,,0000,0000,0000,,it will be far letters
Dialogue: 0,0:42:04.31,0:42:06.28,Default,,0000,0000,0000,,having eating my lunch
Dialogue: 0,0:42:06.28,0:42:09.25,Default,,0000,0000,0000,,we departed in the collection
Dialogue: 0,0:42:09.25,0:42:10.48,Default,,0000,0000,0000,,those rules are helpful
Dialogue: 0,0:42:10.48,0:42:14.44,Default,,0000,0000,0000,,and they are are useful most the time\Nbut they don't turn out that the true
Dialogue: 0,0:42:14.44,0:42:18.81,Default,,0000,0000,0000,,all the time ten the insight using\Nstatistical machine translation
Dialogue: 0,0:42:18.81,0:42:23.06,Default,,0000,0000,0000,,is saying wealthy gotta have all these\Nexceptions anyways maybe you can get by
Dialogue: 0,0:42:23.06,0:42:27.31,Default,,0000,0000,0000,,without having its wheels maybe he can\Ntreat everything as an exception nasa
Dialogue: 0,0:42:27.31,0:42:34.31,Default,,0000,0000,0000,,says we want to
Dialogue: 0,0:42:37.90,0:42:41.76,Default,,0000,0000,0000,,but the computer is doing when when he's\Nlearning how to translate is too low
Dialogue: 0,0:42:41.76,0:42:47.15,Default,,0000,0000,0000,,in correlations between boats and\Ncorrelations between phrases so we'd be
Dialogue: 0,0:42:47.15,0:42:50.24,Default,,0000,0000,0000,,we feed this system very large amounts\Nof data
Dialogue: 0,0:42:50.24,0:42:53.97,Default,,0000,0000,0000,,and then the system is seeing that uh...\Ncertain good research the phrase
Dialogue: 0,0:42:53.97,0:42:58.74,Default,,0000,0000,0000,,correlates very often to the other\Nlanguage
Dialogue: 0,0:42:58.74,0:43:00.07,Default,,0000,0000,0000,,websites
Dialogue: 0,0:43:00.07,0:43:04.91,Default,,0000,0000,0000,,parents office translation between in\Nyour fifty seven different languages
Dialogue: 0,0:43:04.91,0:43:09.51,Default,,0000,0000,0000,,it does this purely a statistically\Nhaving correlated the huge collection of
Dialogue: 0,0:43:09.51,0:43:12.48,Default,,0000,0000,0000,,multilingual texans
Dialogue: 0,0:43:12.48,0:43:16.14,Default,,0000,0000,0000,,the people to build the system don't\Nneed to know chinese in order to the
Dialogue: 0,0:43:16.14,0:43:19.72,Default,,0000,0000,0000,,chinese strings just a little beaten\Nnoah rebekah but the expertise that's
Dialogue: 0,0:43:19.72,0:43:23.52,Default,,0000,0000,0000,,needed is basically knowledge of\Nstatistics knowledge of computer science
Dialogue: 0,0:43:23.52,0:43:27.70,Default,,0000,0000,0000,,that knowledge of infrastructure to bolt\Nthose very large computational systems
Dialogue: 0,0:43:27.70,0:43:29.100,Default,,0000,0000,0000,,that we are building for doing that
Dialogue: 0,0:43:29.100,0:43:33.73,Default,,0000,0000,0000,,okay so then i'm going to invite yahoo\Ncom political good from my office in
Dialogue: 0,0:43:33.73,0:43:34.70,Default,,0000,0000,0000,,stockholm
Dialogue: 0,0:43:34.70,0:43:40.87,Default,,0000,0000,0000,,to try the translator for myself
Dialogue: 0,0:43:40.87,0:43:44.20,Default,,0000,0000,0000,,okay
Dialogue: 0,0:43:44.20,0:43:46.33,Default,,0000,0000,0000,,linden
Dialogue: 0,0:43:46.33,0:43:49.84,Default,,0000,0000,0000,,or
Dialogue: 0,0:43:49.84,0:43:54.32,Default,,0000,0000,0000,,located so it says remains finance\Nministers appointed
Dialogue: 0,0:43:54.32,0:43:56.61,Default,,0000,0000,0000,,and a gold ring in your your
Dialogue: 0,0:43:56.61,0:44:03.61,Default,,0000,0000,0000,,so here's the problem is that if you're\Na cash
Dialogue: 0,0:44:06.20,0:44:09.03,Default,,0000,0000,0000,,rockport fat cats
Dialogue: 0,0:44:09.03,0:44:12.91,Default,,0000,0000,0000,,starts
Dialogue: 0,0:44:12.91,0:44:14.49,Default,,0000,0000,0000,,from school
Dialogue: 0,0:44:14.49,0:44:15.69,Default,,0000,0000,0000,,na
Dialogue: 0,0:44:15.69,0:44:18.26,Default,,0000,0000,0000,,these corp
Dialogue: 0,0:44:18.26,0:44:22.48,Default,,0000,0000,0000,,and his same sex partnerships as\Nstockholm snoopy shop and his partners
Dialogue: 0,0:44:22.48,0:44:25.03,Default,,0000,0000,0000,,three-years-old
Dialogue: 0,0:44:25.03,0:44:27.03,Default,,0000,0000,0000,,hume
Dialogue: 0,0:44:27.03,0:44:28.70,Default,,0000,0000,0000,,expire
Dialogue: 0,0:44:28.70,0:44:30.77,Default,,0000,0000,0000,,except after bachchan
Dialogue: 0,0:44:30.77,0:44:35.93,Default,,0000,0000,0000,,okay so so that's uh... those kinds of\Nriches and her one of the challenges in
Dialogue: 0,0:44:35.93,0:44:39.83,Default,,0000,0000,0000,,in translation to be really does\Nfrighten theater kathleen sharp slide
Dialogue: 0,0:44:39.83,0:44:42.53,Default,,0000,0000,0000,,you excuse me
Dialogue: 0,0:44:42.53,0:44:45.39,Default,,0000,0000,0000,,causing more often than not it would\Nprobably be it is
Dialogue: 0,0:44:45.39,0:44:46.26,Default,,0000,0000,0000,,crack
Dialogue: 0,0:44:46.26,0:44:51.40,Default,,0000,0000,0000,,or the fact that madison i do you do you\Ndo it would be all that and wallet dot
Dialogue: 0,0:44:51.40,0:44:55.43,Default,,0000,0000,0000,,oc oxford
Dialogue: 0,0:44:55.43,0:44:59.86,Default,,0000,0000,0000,,cream when sweeney's taking part in a\Npickle it's not to win but to be below
Dialogue: 0,0:44:59.86,0:45:00.84,Default,,0000,0000,0000,,which
Dialogue: 0,0:45:00.84,0:45:04.89,Default,,0000,0000,0000,,that yes the
Dialogue: 0,0:45:04.89,0:45:06.85,Default,,0000,0000,0000,,cartwright
Dialogue: 0,0:45:06.85,0:45:09.82,Default,,0000,0000,0000,,uh... drug-related
Dialogue: 0,0:45:09.82,0:45:10.51,Default,,0000,0000,0000,,xd
Dialogue: 0,0:45:10.51,0:45:11.59,Default,,0000,0000,0000,,atpase
Dialogue: 0,0:45:11.59,0:45:13.68,Default,,0000,0000,0000,,i don't
Dialogue: 0,0:45:13.68,0:45:14.64,Default,,0000,0000,0000,,aspect
Dialogue: 0,0:45:14.64,0:45:16.74,Default,,0000,0000,0000,,apart by fax
Dialogue: 0,0:45:16.74,0:45:19.94,Default,,0000,0000,0000,,partnerships chuck
Dialogue: 0,0:45:19.94,0:45:21.45,Default,,0000,0000,0000,,controlled lead real good
Dialogue: 0,0:45:21.45,0:45:25.79,Default,,0000,0000,0000,,but if they succeed with what's next\Nthat'll be a remarkable
Dialogue: 0,0:45:25.79,0:45:29.84,Default,,0000,0000,0000,,one other exciting possibilities is\Ncombining machine translation technology
Dialogue: 0,0:45:29.84,0:45:31.74,Default,,0000,0000,0000,,with the speech recognition technology
Dialogue: 0,0:45:31.74,0:45:35.36,Default,,0000,0000,0000,,now both of these are statistical in\Nnature them
Dialogue: 0,0:45:35.36,0:45:38.09,Default,,0000,0000,0000,,machine translation relies on the\Nstatistics
Dialogue: 0,0:45:38.09,0:45:40.38,Default,,0000,0000,0000,,of mapping from one language to another
Dialogue: 0,0:45:40.38,0:45:44.69,Default,,0000,0000,0000,,personally speech recognition relies on\Nthe statistics of matt mapping from a
Dialogue: 0,0:45:44.69,0:45:47.42,Default,,0000,0000,0000,,sound form to the words
Dialogue: 0,0:45:47.42,0:45:48.85,Default,,0000,0000,0000,,when we put them together
Dialogue: 0,0:45:48.85,0:45:53.09,Default,,0000,0000,0000,,now we have the capability of having\Ninstant conversation between two people
Dialogue: 0,0:45:53.09,0:45:57.76,Default,,0000,0000,0000,,that don't speak a common lecture that\Nuh... i can talk to you in my language
Dialogue: 0,0:45:57.76,0:46:02.70,Default,,0000,0000,0000,,you hear me in your language and you can\Nanswer back and in real time you can
Dialogue: 0,0:46:02.70,0:46:04.26,Default,,0000,0000,0000,,make that translation
Dialogue: 0,0:46:04.26,0:46:11.26,Default,,0000,0000,0000,,can bring to get people together and\Nallow them to speak
Dialogue: 0,0:46:20.81,0:46:24.54,Default,,0000,0000,0000,,the intimate is just one how many\Ntechnologies
Dialogue: 0,0:46:24.54,0:46:28.34,Default,,0000,0000,0000,,created together massive amounts of data
Dialogue: 0,0:46:28.34,0:46:32.62,Default,,0000,0000,0000,,scientists studying our send our\Nenvironment
Dialogue: 0,0:46:32.62,0:46:38.19,Default,,0000,0000,0000,,now use and implantable ancients\Ninstruments to mention the processes up
Dialogue: 0,0:46:38.19,0:46:42.18,Default,,0000,0000,0000,,our plans
Dialogue: 0,0:46:42.18,0:46:49.18,Default,,0000,0000,0000,,all around us are sensors continuously\Nmeasuring temperature water flow
Dialogue: 0,0:46:49.63,0:46:55.22,Default,,0000,0000,0000,,and high in order to our satellites busy\Nengaging cloud formations forest growth
Dialogue: 0,0:46:55.22,0:46:56.73,Default,,0000,0000,0000,,and snow cover
Dialogue: 0,0:46:56.73,0:47:01.34,Default,,0000,0000,0000,,scientists beacons instrument in the\Nuh...
Dialogue: 0,0:47:01.34,0:47:02.65,Default,,0000,0000,0000,,not
Dialogue: 0,0:47:02.65,0:47:07.94,Default,,0000,0000,0000,,and pointing up to the skies above are\Npowerful new telescopes connecting the
Dialogue: 0,0:47:07.94,0:47:14.94,Default,,0000,0000,0000,,universe
Dialogue: 0,0:47:19.39,0:47:21.57,Default,,0000,0000,0000,,what's happening in last commonly
Dialogue: 0,0:47:21.57,0:47:28.57,Default,,0000,0000,0000,,east difficult how profoundly different\Ntorrent update dot is transforming side
Dialogue: 0,0:47:29.06,0:47:34.32,Default,,0000,0000,0000,,astronomers on our interesting man in\Njune mysteries of the cost must
Dialogue: 0,0:47:34.32,0:47:36.100,Default,,0000,0000,0000,,compliance peacekeeping net
Dialogue: 0,0:47:36.100,0:47:43.100,Default,,0000,0000,0000,,all these new delhi
Dialogue: 0,0:47:49.26,0:47:52.33,Default,,0000,0000,0000,,because he's a very big place things got\Nbillions of stars in it
Dialogue: 0,0:47:52.33,0:47:56.56,Default,,0000,0000,0000,,and so to put together a coherent\Npicture of the whole galaxy requires
Dialogue: 0,0:47:56.56,0:47:58.57,Default,,0000,0000,0000,,cutting enormous amount of data
Dialogue: 0,0:47:58.57,0:48:02.67,Default,,0000,0000,0000,,and before you could you afford sky\Nsurvey with sensitive diesel detectors
Dialogue: 0,0:48:02.67,0:48:07.01,Default,,0000,0000,0000,,that meant that you could matt many many\Nstars all once is very difficult to
Dialogue: 0,0:48:07.01,0:48:14.01,Default,,0000,0000,0000,,build up enough data on the for the past
Dialogue: 0,0:48:14.05,0:48:19.17,Default,,0000,0000,0000,,in the past launch surveys of the night\Nsky had to be done by exposing thousands
Dialogue: 0,0:48:19.17,0:48:21.51,Default,,0000,0000,0000,,of large photographic dates
Dialogue: 0,0:48:21.51,0:48:28.51,Default,,0000,0000,0000,,off these thirties scoop takes twenty\Nfive years or more to compete
Dialogue: 0,0:48:28.80,0:48:33.47,Default,,0000,0000,0000,,then in the nineteen nineties came\Ndigital a strong
Dialogue: 0,0:48:33.47,0:48:38.98,Default,,0000,0000,0000,,region increasing both moms and the\Naccessibility affairs
Dialogue: 0,0:48:38.98,0:48:43.02,Default,,0000,0000,0000,,the slow in the sky survey is the\Nworld's biggest yes
Dialogue: 0,0:48:43.02,0:48:47.89,Default,,0000,0000,0000,,using a massive digital sensor mounted\Non the back of a custom-built
Dialogue: 0,0:48:47.89,0:48:50.12,Default,,0000,0000,0000,,telescoping new mexico
Dialogue: 0,0:48:50.12,0:48:54.28,Default,,0000,0000,0000,,it stand the sky indictments tonight\Nforty two years
Dialogue: 0,0:48:54.28,0:48:58.98,Default,,0000,0000,0000,,building up a complicit picture in\Nunprecedented resolutions
Dialogue: 0,0:48:58.98,0:49:03.46,Default,,0000,0000,0000,,sort of some of the best steepest survey\Ndata that we have in stock
Dialogue: 0,0:49:03.46,0:49:10.46,Default,,0000,0000,0000,,those on our own galaxy anand until he\Nsees further away from us
Dialogue: 0,0:49:13.36,0:49:16.43,Default,,0000,0000,0000,,school the slow moving test is on the\Ninternet
Dialogue: 0,0:49:16.43,0:49:22.03,Default,,0000,0000,0000,,and we did astronomers have identifying\Nmillions of users to unknown stars and
Dialogue: 0,0:49:22.03,0:49:23.29,Default,,0000,0000,0000,,galaxies
Dialogue: 0,0:49:23.29,0:49:25.52,Default,,0000,0000,0000,,you want to call on the fifteenth of\Nthese
Dialogue: 0,0:49:25.52,0:49:32.09,Default,,0000,0000,0000,,for statistical actions which we proved\Ndisprove or even suggested new theories
Dialogue: 0,0:49:32.09,0:49:37.05,Default,,0000,0000,0000,,so we have decided it galaxies grounding\Nbecomes florence county cities like the
Dialogue: 0,0:49:37.05,0:49:38.88,Default,,0000,0000,0000,,one we live in a teammate
Dialogue: 0,0:49:38.88,0:49:44.33,Default,,0000,0000,0000,,uh... not all at once we're not smoothly\Nspecter five continuously
Dialogue: 0,0:49:44.33,0:49:46.63,Default,,0000,0000,0000,,incorporating beasley cannibalizing
Dialogue: 0,0:49:46.63,0:49:50.50,Default,,0000,0000,0000,,of smaller galaxies be dissolved and\Nthen they become part of under the
Dialogue: 0,0:49:50.50,0:49:55.47,Default,,0000,0000,0000,,guidance systems
Dialogue: 0,0:49:55.47,0:50:01.69,Default,,0000,0000,0000,,is a startling idea and you still need\Nto is the evidence to support
Dialogue: 0,0:50:01.69,0:50:06.47,Default,,0000,0000,0000,,groups of stars that came from\Ncannibalized galaxies stunned often
Dialogue: 0,0:50:06.47,0:50:07.80,Default,,0000,0000,0000,,assume they kept
Dialogue: 0,0:50:07.80,0:50:13.48,Default,,0000,0000,0000,,artistically different prabhat the stars\Nbecause they move acted different
Dialogue: 0,0:50:13.48,0:50:15.22,Default,,0000,0000,0000,,each day despite
Dialogue: 0,0:50:15.22,0:50:17.72,Default,,0000,0000,0000,,when one of these distribution graphs
Dialogue: 0,0:50:17.72,0:50:19.49,Default,,0000,0000,0000,,means professional policy
Dialogue: 0,0:50:19.49,0:50:24.46,Default,,0000,0000,0000,,has found a group of stars or travelling\Nin a different way to the list
Dialogue: 0,0:50:24.46,0:50:29.69,Default,,0000,0000,0000,,error that tell-tale patterns she's\Nlooking for
Dialogue: 0,0:50:29.69,0:50:32.04,Default,,0000,0000,0000,,the evidence is accumulating
Dialogue: 0,0:50:32.04,0:50:36.45,Default,,0000,0000,0000,,uh... this really is how galaxies girl\Nborn in portland int l tells his ground
Dialogue: 0,0:50:36.45,0:50:40.35,Default,,0000,0000,0000,,and so this is an important part of of\Nunderstanding how galaxies form not only
Dialogue: 0,0:50:40.35,0:50:45.68,Default,,0000,0000,0000,,are posted every gals
Dialogue: 0,0:50:45.68,0:50:49.45,Default,,0000,0000,0000,,more database the more discoveries can\Nbe made
Dialogue: 0,0:50:49.45,0:50:52.39,Default,,0000,0000,0000,,and the technology is getting better all\Nthe
Dialogue: 0,0:50:52.39,0:50:56.55,Default,,0000,0000,0000,,the next big survey telescope starts at\Nseventeen twenty fifty
Dialogue: 0,0:50:56.55,0:50:59.94,Default,,0000,0000,0000,,do you still need docs
Dialogue: 0,0:50:59.94,0:51:06.94,Default,,0000,0000,0000,,slowed mistaken eighty years still\Ncovered one quarter of the night sky
Dialogue: 0,0:51:06.99,0:51:08.25,Default,,0000,0000,0000,,the new tenants
Dialogue: 0,0:51:08.25,0:51:10.90,Default,,0000,0000,0000,,with gandhi and tires scott
Dialogue: 0,0:51:10.90,0:51:12.91,Default,,0000,0000,0000,,in even greater to resolution
Dialogue: 0,0:51:12.91,0:51:19.91,Default,,0000,0000,0000,,every three days
Dialogue: 0,0:51:23.59,0:51:26.56,Default,,0000,0000,0000,,the foster mom something still we have\Ntoday
Dialogue: 0,0:51:26.56,0:51:30.39,Default,,0000,0000,0000,,allows researchers inform sorts of\Nfields
Dialogue: 0,0:51:30.39,0:51:33.15,Default,,0000,0000,0000,,test this theory is on the previously i\Nmean
Dialogue: 0,0:51:33.15,0:51:35.62,Default,,0000,0000,0000,,mentioned in this case
Dialogue: 0,0:51:35.62,0:51:39.15,Default,,0000,0000,0000,,but more than this it's many even change\Nthat
Dialogue: 0,0:51:39.15,0:51:42.64,Default,,0000,0000,0000,,condiment in ways insist
Dialogue: 0,0:51:42.64,0:51:45.35,Default,,0000,0000,0000,,with the power of today's computers up
Dialogue: 0,0:51:45.35,0:51:47.66,Default,,0000,0000,0000,,plied to all these things too
Dialogue: 0,0:51:47.66,0:51:54.66,Default,,0000,0000,0000,,and she was might even able to try to\Nconvince
Dialogue: 0,0:52:04.13,0:52:05.84,Default,,0000,0000,0000,,potentially profoundly in
Dialogue: 0,0:52:05.84,0:52:06.80,Default,,0000,0000,0000,,portant
Dialogue: 0,0:52:06.80,0:52:10.17,Default,,0000,0000,0000,,potential and the significance
Dialogue: 0,0:52:10.17,0:52:13.28,Default,,0000,0000,0000,,princeton science person even the most\Nexciting
Dialogue: 0,0:52:13.28,0:52:14.98,Default,,0000,0000,0000,,waste
Dialogue: 0,0:52:14.98,0:52:19.33,Default,,0000,0000,0000,,the potential to transform officer\Npowell scientist do science but even
Dialogue: 0,0:52:19.33,0:52:23.99,Default,,0000,0000,0000,,more sciences possible on what will come\Nwith a constellation court
Dialogue: 0,0:52:23.99,0:52:28.05,Default,,0000,0000,0000,,both house and she's done for the war\Nscience as possible discreetly
Dialogue: 0,0:52:28.05,0:52:31.94,Default,,0000,0000,0000,,compensation
Dialogue: 0,0:52:31.94,0:52:36.61,Default,,0000,0000,0000,,many of the dynamics of the natural\Nworld nike interplay between the rain
Dialogue: 0,0:52:36.61,0:52:41.11,Default,,0000,0000,0000,,forest and the atmosphere are still\Ncomplex but we don't answer the agreed
Dialogue: 0,0:52:41.11,0:52:42.77,Default,,0000,0000,0000,,on the staff
Dialogue: 0,0:52:42.77,0:52:47.30,Default,,0000,0000,0000,,now computers are generating literally\Ntens of thousands of different
Dialogue: 0,0:52:47.30,0:52:53.35,Default,,0000,0000,0000,,simulations the hoa fees biological\Nsystems might work dislike creating
Dialogue: 0,0:52:53.35,0:52:58.58,Default,,0000,0000,0000,,thousands of a hypothetical part of the\Nworld's each and every one of the
Dialogue: 0,0:52:58.58,0:53:04.25,Default,,0000,0000,0000,,simulations his analyzed with statistics\Nto see if any part of good match will
Dialogue: 0,0:53:04.25,0:53:07.21,Default,,0000,0000,0000,,report is observed in nature
Dialogue: 0,0:53:07.21,0:53:11.06,Default,,0000,0000,0000,,the computers can now put domestic\Ndegenerate
Dialogue: 0,0:53:11.06,0:53:13.06,Default,,0000,0000,0000,,and discard hypothesis
Dialogue: 0,0:53:13.06,0:53:17.68,Default,,0000,0000,0000,,with scarcely humans
Dialogue: 0,0:53:17.68,0:53:21.80,Default,,0000,0000,0000,,east new application six six
Dialogue: 0,0:53:21.80,0:53:24.41,Default,,0000,0000,0000,,often divided for future science
Dialogue: 0,0:53:24.41,0:53:26.28,Default,,0000,0000,0000,,is creating a new
Dialogue: 0,0:53:26.28,0:53:28.71,Default,,0000,0000,0000,,paradigm if you like
Dialogue: 0,0:53:28.71,0:53:31.89,Default,,0000,0000,0000,,in science midway between conducive\Nnames
Dialogue: 0,0:53:31.89,0:53:34.60,Default,,0000,0000,0000,,which is increasingly
Dialogue: 0,0:53:34.60,0:53:37.51,Default,,0000,0000,0000,,between my country rises
Dialogue: 0,0:53:37.51,0:53:40.22,Default,,0000,0000,0000,,data centric or data driven
Dialogue: 0,0:53:40.22,0:53:41.19,Default,,0000,0000,0000,,ryland being
Dialogue: 0,0:53:41.19,0:53:43.98,Default,,0000,0000,0000,,hypothesis driven or experiment retreat
Dialogue: 0,0:53:43.98,0:53:47.96,Default,,0000,0000,0000,,so is exciting times in terms of the\Nscience in terms of that
Dialogue: 0,0:53:47.96,0:53:49.83,Default,,0000,0000,0000,,computations
Dialogue: 0,0:53:49.83,0:53:56.83,Default,,0000,0000,0000,,and in terms of the statistics
Dialogue: 0,0:53:58.32,0:54:02.07,Default,,0000,0000,0000,,now we thought that sounds a bit\Nabstract inferior to continue
Dialogue: 0,0:54:02.07,0:54:04.72,Default,,0000,0000,0000,,how about one final frontier
Dialogue: 0,0:54:04.72,0:54:10.61,Default,,0000,0000,0000,,good statistics even make sense of your\Nfeelings
Dialogue: 0,0:54:10.61,0:54:11.86,Default,,0000,0000,0000,,in california
Dialogue: 0,0:54:11.86,0:54:17.18,Default,,0000,0000,0000,,wariness one computer scientist is\Nharvesting the internet to try to do you
Dialogue: 0,0:54:17.18,0:54:24.18,Default,,0000,0000,0000,,find the patterns alvaro innermost\Nthoughts and emotions
Dialogue: 0,0:54:33.96,0:54:36.62,Default,,0000,0000,0000,,well this is the madness with madison
Dialogue: 0,0:54:36.62,0:54:40.26,Default,,0000,0000,0000,,represents a skyscraper views the world
Dialogue: 0,0:54:40.26,0:54:42.06,Default,,0000,0000,0000,,each of these brightly colored dots
Dialogue: 0,0:54:42.06,0:54:43.98,Default,,0000,0000,0000,,is an individual feelings
Dialogue: 0,0:54:43.98,0:54:45.78,Default,,0000,0000,0000,,expressed by someone out there
Dialogue: 0,0:54:45.78,0:54:47.99,Default,,0000,0000,0000,,blog artery
Dialogue: 0,0:54:47.99,0:54:50.63,Default,,0000,0000,0000,,and when you click on a diet explodes
Dialogue: 0,0:54:50.63,0:54:53.78,Default,,0000,0000,0000,,to have revealed the underlying feelings\Ndoctors
Dialogue: 0,0:54:53.78,0:54:56.91,Default,,0000,0000,0000,,this is what people say they're feeling
Dialogue: 0,0:54:56.91,0:55:01.32,Default,,0000,0000,0000,,batter
Dialogue: 0,0:55:01.32,0:55:08.32,Default,,0000,0000,0000,,well
Dialogue: 0,0:55:14.99,0:55:18.23,Default,,0000,0000,0000,,so every minute we feel fine calls the\Nworld's blogs
Dialogue: 0,0:55:18.23,0:55:22.40,Default,,0000,0000,0000,,case all the sentences that start with\Nthe words aren't feeling feel
Dialogue: 0,0:55:22.40,0:55:25.23,Default,,0000,0000,0000,,interest them in the database
Dialogue: 0,0:55:25.23,0:55:27.01,Default,,0000,0000,0000,,we collect all the feelings
Dialogue: 0,0:55:27.01,0:55:29.20,Default,,0000,0000,0000,,and week at the most common
Dialogue: 0,0:55:29.20,0:55:36.20,Default,,0000,0000,0000,,they're better
Dialogue: 0,0:55:37.82,0:55:39.36,Default,,0000,0000,0000,,the same
Dialogue: 0,0:55:39.36,0:55:40.99,Default,,0000,0000,0000,,lecture
Dialogue: 0,0:55:40.99,0:55:47.73,Default,,0000,0000,0000,,sorry
Dialogue: 0,0:55:47.73,0:55:50.86,Default,,0000,0000,0000,,and we can take a look at anyone feeling\Nin analyzing
Dialogue: 0,0:55:50.86,0:55:54.11,Default,,0000,0000,0000,,right now a lot of people are feeling\Nhappy
Dialogue: 0,0:55:54.11,0:55:56.60,Default,,0000,0000,0000,,we can take a look at all the people who\Nare happy
Dialogue: 0,0:55:56.60,0:56:00.37,Default,,0000,0000,0000,,and breakdown by age gender or location
Dialogue: 0,0:56:00.37,0:56:04.28,Default,,0000,0000,0000,,says bloggers have public profiles we\Nhave that information and so we can ask
Dialogue: 0,0:56:04.28,0:56:05.61,Default,,0000,0000,0000,,questions like
Dialogue: 0,0:56:05.61,0:56:08.15,Default,,0000,0000,0000,,are women happier than men
Dialogue: 0,0:56:08.15,0:56:15.15,Default,,0000,0000,0000,,isn't happy with that the united states
Dialogue: 0,0:56:19.19,0:56:21.15,Default,,0000,0000,0000,,we find that as people get older
Dialogue: 0,0:56:21.15,0:56:23.58,Default,,0000,0000,0000,,make you happier
Dialogue: 0,0:56:23.58,0:56:25.40,Default,,0000,0000,0000,,and moreover we find that
Dialogue: 0,0:56:25.40,0:56:27.21,Default,,0000,0000,0000,,for younger people
Dialogue: 0,0:56:27.21,0:56:28.82,Default,,0000,0000,0000,,this as the happiness
Dialogue: 0,0:56:28.82,0:56:30.90,Default,,0000,0000,0000,,more with exciting
Dialogue: 0,0:56:30.90,0:56:32.81,Default,,0000,0000,0000,,and as people get water
Dialogue: 0,0:56:32.81,0:56:39.81,Default,,0000,0000,0000,,this essay happiness more peaceful
Dialogue: 0,0:56:40.62,0:56:44.68,Default,,0000,0000,0000,,and we also find that women feel love\Ntomorrow
Dialogue: 0,0:56:44.68,0:56:46.97,Default,,0000,0000,0000,,also more guilty
Dialogue: 0,0:56:46.97,0:56:49.93,Default,,0000,0000,0000,,moments could more often than women
Dialogue: 0,0:56:49.93,0:56:56.05,Default,,0000,0000,0000,,about someone
Dialogue: 0,0:56:56.05,0:56:59.27,Default,,0000,0000,0000,,as people even more and more of their\Nlives on line
Dialogue: 0,0:56:59.27,0:57:01.75,Default,,0000,0000,0000,,really behind digital traces
Dialogue: 0,0:57:01.75,0:57:03.92,Default,,0000,0000,0000,,and with these digital traces
Dialogue: 0,0:57:03.92,0:57:07.21,Default,,0000,0000,0000,,became deeply into the statistic\Nre-energize
Dialogue: 0,0:57:07.21,0:57:14.21,Default,,0000,0000,0000,,what it means to be sure
Dialogue: 0,0:57:40.69,0:57:43.20,Default,,0000,0000,0000,,so where does all of this leave office
Dialogue: 0,0:57:43.20,0:57:47.89,Default,,0000,0000,0000,,we generate i mean mention of the\Nquantities of data about everything you
Dialogue: 0,0:57:47.89,0:57:49.29,Default,,0000,0000,0000,,can think of
Dialogue: 0,0:57:49.29,0:57:52.10,Default,,0000,0000,0000,,analyzing to review the at it's
Dialogue: 0,0:57:52.10,0:57:53.24,Default,,0000,0000,0000,,amount
Dialogue: 0,0:57:53.24,0:57:56.26,Default,,0000,0000,0000,,not only expert but all of us
Dialogue: 0,0:57:56.26,0:58:03.26,Default,,0000,0000,0000,,understand the stories in the mail
Dialogue: 0,0:58:07.14,0:58:12.62,Default,,0000,0000,0000,,instead of being led astray by prejudice\Nwith statistics at our fingertips
Dialogue: 0,0:58:12.62,0:58:18.04,Default,,0000,0000,0000,,alliance can be opened for a fact based\Nyou whatever
Dialogue: 0,0:58:18.04,0:58:23.48,Default,,0000,0000,0000,,more than every before we can become all\Nsorts of are all the best it's pretty
Dialogue: 0,0:58:23.48,0:58:30.48,Default,,0000,0000,0000,,exciting isn't it
Dialogue: 0,0:58:30.76,0:58:31.94,Default,,0000,0000,0000,,stay here
Dialogue: 0,0:58:31.94,0:58:38.94,Default,,0000,0000,0000,,the with
Dialogue: 0,0:58:40.93,0:58:47.93,Default,,0000,0000,0000,,he indeed
Dialogue: 0,0:58:53.60,0:58:53.98,Default,,0000,0000,0000,,seyi