[00:00:05] >> So right around of the sea stories we see stories. And we find them everywhere this is of course we see this in sports yards. And you're this police 6 case here did you do deep understanding of human behavior or are. They I just think complexity got 6 characteristics. [00:00:28] So. We see stories people who are. Actually Who is this just wonderful This is from a very early so this is Hydra the symbol this is the 14444 people are. Just maybe using the spirit of the people were shown us in a cell experiment and just asked us it was our part tell us what's going. [00:00:55] On just. So you know we could do this experiment again this is I think put your ritual for it so people would put a story in top of this very easily and you could have your story they have a happy people generally. It goes both growing beards and attacks and. [00:01:15] The triangles up certain are going through the personal you know the obviously a 3 sided thing is a person you know it's very easy for us to do. So they're up you know so this isn't their efforts that are made up it's just their attacks are made for folklore studied in hundreds there are various books that appear on there that say there are 32 kinds of plots some of them are to help you write your own screenplay so I know that you're a serious effort there to last otherwise available rights to riches in the area where you go the other way of course where there's an insect. [00:01:50] And you know journeys of these sorts of things romance right. These ones are difficult narratives to get hold of stories of the many hard to tell maybe we have some ensemble cast in movies but there it's hard to bet many many people interacting and we end up running our experiments and our critics in the elections and we don't have good Bilton ways of understanding things you know well and journalists will do this all the time quite reasonably that happens of popular books well actually journals are forced to do something big happens maybe an earthquake and then you want to tell a story of a cold hard to belittle all the market because you know because we can be that we can be the person we look for sports that you know ideally we want to be able to follow one person so this is left no space I think for now this is just the kind of go past it's all say the strong things perhaps right so the stories you know can be these little hard security here of course. [00:02:47] You know sort of sure you should care about human rights cautionary tales. So there's some poor quality of stories I don't know how we would get to this but there is a. You know they're all fighting in synch over different ways you can think about their current. World with your errors. [00:03:07] And others a very big sort of regular trolls are walking meters variously character These are. Very famous for Corus that he's the word world's greatest probabilistic if you look at probably every 4 corners back by the last book after book after book of Proverbs used by everyone I mean or. [00:03:28] I don't know about so we talked about trying to capture proverbs in the you know in the wild and how often they've been used and so on that there are you know that Twitter might be a better place than Ok so you know we have this sort of little byzantine Largs a very short story of course there are empty ones right sort of here has this last word really. [00:03:50] Plays. That's actually an interesting one which came back to the g.i. this but you know you see the good place it's not like it which is you know we can sometimes to say we'll be right there's a ways of dealing with things that we don't have stories for ourselves so yes this is a hatchet is matching and dispatching is right these are the 3 yes the central parts of existence. [00:04:15] Continued existence she was there all the women are just been beaten up since me with pneumonia when Greece is numerically means we sent you. Into the elite legislature neat to see just people like please person and this is where you go Gigantes down the line on the. Sort of so 30 Rock and. [00:04:42] So it's about survival are you can follow a lot of things there was a couple months there romance they're all sort of sitting and you can have all sorts of things probably in my head this is not true but you know I'm going to kind of make this. [00:04:54] You do have we do have problems for girly boy type of these are. Sort of there's just a point let me just add 3 more pieces to this there are many many examples or story out. There is a somewhat different color story was so it was that Mary was held captive by ISIS this is a number of years ago and this is a review article on the media realist where you come back saying Well what we need young do is tell better narratives we need better stories and of course it has to be found around you know you actually have a better wife in this world right to the American Dream has to somehow tie the reality and that can go away something that people are proud of because but. [00:05:37] You know if I feel that I have a right t.v. series probably right now and then for killing the narrative Howard how is your story going to fight against someone else's story because in some of these cases we've had people leave the West and travel a long way place the whole story which is. [00:05:54] So this one is I'm. Going to have a whole thing about just narratives which it will be to later as to why this is possible but the. Circle pizza gate. Story so this is a fellow who had read about it just being connected up on the web and done some research and you saw your investigating what happened right so it sounds of the gun. [00:06:18] To find the basement which doesn't exist. And sort of extraordinary beliefs about what Hillary Clinton was capable of. So. You know so the intel wasn't 100 percent so conspiracy theories you know really as we know they're sometimes they're funny and strange to behold really to. A story. Ok this is a they're a completely different thing so this is a thirty's Kerry care how good a player they have. [00:06:52] That is diversionary tactics used to say waiver in China obviously may put us through this but this is to just divert the conversation on the straight up delusional process goes on but there's another approach which is denial of story especially sort of by. Just flooding the zone with stories just story after story after story after story they're all competing you're supporting all of them and then it's hard to sort it out right so this is a you know how do we how do we confront this right because maybe there are only a few stories we want and of course before reporters there are true stories we're going to retell how do we do that faithfully so that it doesn't get corrupted. [00:07:35] Right but this is a work I think or he said feels like for a long time the u.s. has a sort of funny back with Snopes serves very different but that's not a really strong defense Ok so that's just a little bit of sort of this part or I just want to say a few things that hopefully maybe the controversy within just a sort of I'm coming to sort of the end is just to sort of see just to kind of give us a sense again of their own when they saw squatting and sort of a famous a simple story stuff is just being talked about right only one thing most of all of being put out and that's not not being. [00:08:11] A good take so b.t.s. P.T.'s those that are being talked about and this is a cultural box in all sorts of things and that every fandom has a name this is the army P.T.'s army you know the movie with the 7. Member boy band from South Korea that exploded in the in 201314 this is an exploration for of oxygen. [00:08:37] So we'll come back to them in a 2nd so this is just being talked about this is not I was a recent government for of course this is a whole lot of. University and this is a maybe the 1st 56 months of this year it's a Democratic candidates and this is just simply awareness which is fame or your awareness and then this is a very good this is your last spit and polish covers are point 95 pretty great right to the Bidens of your books that people know who they are regulars and you notice a lot when they move around in time. [00:09:14] But this is a this is a you know we have awareness campaigns for many things you know cancer awareness and so on we have many awareness and your progress the good knowledge or so that's an interesting one when we look at presidents This is from Gallup poll think this is the histogram for you know of the whole time period of the office you see really an incredible rate drugs are all together. [00:09:39] You know they're able to get pretty sick they really don't exist so you know highway miscarriages of course can be all over the place and in our favor building so we're not quite getting that here trap because he started it really you're in his very. So this is a then to kind of go on with more detail this is just claim this is simply being talked about and you know the reason I'm sort of shocked is about is because the levels of sort of strength really so hard so these are major political characters in the u.s. in the last. [00:10:18] Last 3 presidential cycles where those who are running for president here I mean this is the head of the ts. So this is the new tracks is this is the brand on a day on a scale person for the doing of this would I'm still works right so this is one general 1000000 they're going to guard this is this is actually you know he's got a lot of you're always got this usually are about freedom it's very little variation it's kind of a medium so cold Love is the realm of lexical and this is a lexical a bit and I'll give you some more angles on it later but this is just happenstance got is pretty dense right now and you know people on the ground and they are some of the stories that this is going over Jesus or God So this is 300 but this is these are actual like controversies and if you look at some of these words a lot of rises up here Obama's pretty common most You're pretty pretty popular through all this trouble has this extraordinary job takes off wins the election and has remained popular largely. [00:11:26] Welcome back to the aisle but D.G.'s just to kind of help a roof on a stand this is a pretty extraordinary I mean they haven't they've they actually made it through so in this day there were good practical into our ridiculous regular expression for all that sort of good day and then they did and then I have p.t.s.d. I was going to do nothing on this doesn't happen in a box where you know gets to 27 overall in Moby Dick and that is cetacean rich right there is a very high whale. [00:11:58] Whale specific book I've been with. So you can see these others running this on a kind of just Romulan has it not bad words disappointing and about. This is then comparisons of a linear scale and this is from supposed to happen above us 1st and they're supposed to get interested in trouble just there all the time and you know. [00:12:24] So it's a real treat. Then this is just simply histograms room for all of us time stories and would just add a little bit more read so these are grants this go to your ranks there live here so we start with functionalism in our house pays atop a room God is here roughly his rep and then transform into our country to give us a sense of these girls so very Because wherever else your boss is down here a 1000000000 and so as you go through so see that Obama's kind of like you Caroline is a nice kind of squishy little Hillary's has mostly been white and we've got we're always told from her sometimes I'm for McCain campaigning for Romney but then you see they don't have a variation on their words Clinton and Trump have these before and after the 2000 and. [00:13:15] 16 election so they've got to run as lows roll under intensity arrogance whether or not Trump used to be Afghanistan but now he's above countries he said where the would say usually is a very basic problem. Most think up to 11 for a day and that's where the word is this. [00:13:33] Should be about got to me which is already as I said yes went to lunch too but they're just being sort of pushing out of. South Korea pick Kagan and then account for you know non-trivial change in South Korea's economy and the global among music industry but really they don't really matter. [00:13:59] You might notice the reason. It's become a real complication are because every time just the b.t.s. to see it pops up or so this is then a little extra thing to look at the relative rates of being talked about so we're going to frequencies here this is the 8 weeks leading up so this is sort of my picture you see Obama for every 1000 bombs there was 300 planes but then you know this is almost a time so much less talked about here in the next election so on the $140.00 here the $224.00 Romney said the relative calm he was talked about for both of our McCain was and then we're going to trump I drop this you know really doubling of up on Hillary you know there is another problem here is that how people are going to. [00:14:48] Go This is just a year scale and the most going to politician per year is troubling to those 17 to go to. All who said that is the standard should say pals and you see sort of dropped off a little bit of back here we go by her 500 but you seem mostly are being told that this is really enormous but of course b.d.s. we have to change the biography. [00:15:11] So you know you did your part of it. So we have an enormous lot of time seriously more time to do this actually we're trying to share this kind of thing on line or we have over 10 years of for 10 percent roughly. Every working. Actually streaming basically So something very rich does it and this is again from just we saw our news some of the people who are up against this is just the handles of it talked about so you see our shows have a little bit of being on t.v. and. [00:15:48] So there are a few more of these appear to be if strapped this is it goes on your job ran for example dropped out just did a Google was never very far. Or good lots of times as you imagine anything more cause I know we've had this sort of exit for Hoosier innocence on this is for Twitter it's been hard to find a Twitter shot to shot some of the services they're also going to try to knock it shut down these are impeachment related things are just reduced dramatically your usage policies are rising up again here but I mean being talked about how do they feel about Giuliani's or sporadic. [00:16:27] So how do you so what are so one thing with looking for all this is you know is this sort of more turbulence going on what's you know what's happening over time of these these are just of course is a handy set of words you're curds here right so this is a nose job where it's out of sort of a I will say one interesting character here is a shift ship was talked about a lot for a few. [00:16:52] Years that's a character that you want to get hold of if you can't. Ok so these things are really almost impossible to explain but I'm going to try to talk about them properly I want to run a problem Mondays to be hard for you here are just more of your sense of this these are simpering distributions for a particular day on this side of community things could be species of color Jeanne d'Arc covers a market and this and this is then another there was a true or it isn't true here well specifically this is 2 days after the election of their election in 2016 this is the Sunday of Charlottesville. [00:17:29] So what we're going to do is simply just it's a histogram so we're going to be in words according to their ranking is there right is there going to talk the whole thing because we don't have a sense of buyer's you're right there is just like this. It's an instrument we're going to be able to move this whole thing around I'm sure around this is something this is kind of a conflict of trying to build more of right it's a dynamic and awful lot right so imagine you got your car in. [00:17:59] Here was a little limited of the plans you have all the streets around the world really are really good you know complex systems with which are massive scale a great deal of internal diversity. Pretty hard to kind of get all those things together and we tend to go for you know simple measures that maybe finally brings its own neighborhood feel like we did we can actually have everything here. [00:18:21] So what happens is going to sort of label these from the side and words of your father out this way so this is where this is really common here relatively not so common in Charlottesville city the subsequence as a result from one's rights are probably the election part of the series but then you can impose some sort of reports measure you're going to harangue turtles and virgins but basically because a video is like this is almost everything else and then you know so many viewers chance to shoot the movie and for any number of diversions it's very it's a lot of methods to exactly not rule. [00:18:59] So this is child films here but then there's other things like beaches has to be there those are her hair clothes. Nazi of his and then he says this straightaway kind of starts to tell it doesn't tell your story necessarily gives you a sense of where. There are a couple of years this is. [00:19:18] What I basically look at every day I'll kind of put this together and see what's going on this is 2 days ago they were here before and you see things are pop ices here because of the sandwich. You know we're getting sort of super Amos and other cream think about impeachment is here so I think yes member someone probably said Ok Booker on whistleblower you know you're going to find out what's going on so it's a more harsher exhibit for a few. [00:19:48] Ok so this you do these are matched so these are just tweets containing Trump right so what's in them this is again a kind of this is this is. A couple days before I should before this 11th of all this it's a Friday compared to a week before and so what you see is North Korea Kim Jong Il It's not like this is where the truck was 1st going to tweet and saying things about Korea or one of the one of the times he was talking about you know this is 2 days later. [00:20:18] We're just reduced to explainer on the shelves Bill of Rights was just an enormous change in the texture of what's been told all summer and somehow it never the ship always. The language that this is what we refer to country so that's that's in there as well so it is if you do this let me just add one more piece here is that this is without regional rights so this is a useful thing you know where we put this online will have counts and so on for fresh material and then the council remember the retreat of Richard. [00:20:53] So the turbulence part that I was talking about with the part where I saw this this is comparing So there was a time for this one this is to the previous day how much Troian says their computer is it should recreate for its day so does it distributed more than ever the same little December a host of words good to read a lot or try to capture so it's gone up a little bit a little bit of an introduction I wonder as you go girl each column this is the are the percentage of voters who are turning over the top $1000.00 and this is going out the top $10000.00 the top or else it's so simple for someone to see this boundary and you see as you go up through the 7 days this is a horrible this is one year there's more flux threatens more parts of Europe as you go across. [00:21:43] Here because those batteries advanced races more forces are now you can do something where you say Alright this is how much trust this boundary and this is this year if I go back in time how many days did it take to to do that I'm troubled by such a simple idea and then just using one of those measures I got hard numbers on this but here we have to refine it so this is a spare one danger does maintain felt like you know one day or so back in the news the easiest more like a month or 2013 which seems slower but today's smaller it's really centered on 17 smaller government back here so weak but like 16 days and you've got 73 months 3 months 8 months and then 4 weeks starts to feel like here for a sandwich turn there is it could all be here yes it's true but it's a you know there's a lot going on subject trying to capture what I would call story turbulence right story turbulence or not is part of how do you keep everything in your home that's going on in the world it's hard it's very hard but you know if you can somehow believe what part this is a lot of her story. [00:22:53] I mean totally People talk about this and say things like it was you know I read a book about the last 10 years my wife it's called 2018 you know sort of this is not your. Right this is something completely different where we're trying to but we're trying to you know look at this political surgery technical time series that have sort of some different flavors that this is what we call the structure transforms of the way it works and so right off the right is we have these little. [00:23:22] Characteristic functions for little shops and you can only go there to make a will cost what they will try to raise the time series. So that's what it's going through you know and we've got a very interesting student who's really like so that's already said it's too much for him so all of this is proceeding stuff we're trying to figure it out so that people carry around a so-called store to rent one of these just different time series is what about using their the regular expression for this thing is like 2 majors the ballpark most of which is really Margie dash we're going. [00:24:00] To table. Eureka Street but the student has been doing the most the stuff is alive but he doesn't have the money is more of a. Religious dishes than usual perhaps 180 languages are just out of this problem with Twitter we have always he started government this may have been rather stream down quite a good time to be messing around with the manager of all time of course and one of the things they've done is put language detection pieces in turn them off put them back in and that's causing some kind of nasty aspects of stress from your time so that struck next year with English and so on so we've got better respectively used actually a Facebook language texting of course throughout all of our viewers will have this kind of tweets versus fresh greens that's all this information sharing or fire up or down in terms of how it's really kind of after the fact. [00:24:55] And so will be they'll be Engram's of political of days again across her maybe language for the same way. Ok so I'm going to wrap it is because it's going to lead into this sort of last section we're talk about emotional arc some books and some stuff with the. [00:25:14] Language of the movie so this is the motivation for this is I have this is my head for a long time ago this is an interview with Greenspan So we're going right in times of. War but the story was nothing was there I'm going to get for that you know here it's all a shocker for sure still the same program for serious America under just doesn't need it so low balled right there for us to cover this one goes after the stuff figured out there was a bigger fish. [00:25:45] Don't know what your $100.00 per rig which is very strong and then sort of just in the way. This was up on the drugstore show you had just done a very direct response. And maybe still find it but it was a very interesting interview time for someone with a version for me. [00:26:05] Ok so interest spark how do we measure this sort of silly measure or from a cost benefit analysis is a big thing I would I want to go through sure you are kind of a personal way to do it where I am sure how we prove the way we do the Caribbean the way my telescope grew charitable. [00:26:25] This is just the sort of rubbish I mean it's fun to look back on basic issues and it's a. Doesn't it's an Englishman trying to figure out how to take a while as usual and so on the other ships come right into trouble because there could be no what long what they wanted to was so one way to solve it was to have clocks it actually really work. [00:26:47] And that's where you the exact numbers are you know how about a story building. Our year because of a walkover who said you know to measure to measure is to know we had some good quotes along those lines. It was a directory's will be proved to be a hoax so the jury because this is a this is actually based the basic build up of. [00:27:11] Measuring temperature which people really didn't think probably could do that's a pretty weird thing to measure to know that it's going to be a linear scale it could be Ok you can measure I can measure it and it's like I feel clammy but it doesn't you know that's not the issue I don't need is going to created You're been measuring temperature well or probably really bizarre for your precise the little 3 weeks and all the record so it may seem entirely obvious to your supposed But it's interesting that we're back to where we became good having. [00:27:44] You know it's a fundamental here so we came up with this idea of actually how about this we make this thing dominated once a cover up we have these ideas or we're trying to build this on a tree and somehow it's all come together these things really it's really about measuring St Paul's population we're trying to do things that are population or we don't want to. [00:28:05] Do things that are tracking individuals and all that sort of stuff we're trying to steer away from her trying to do public good stuff we realize it can be used by a little bit more motivation for our happiness to spirit for a little operative idea of partially some of the greatest men a whole food so different to potations Bentham of course troops who exist stuff and it's not a good idea but it was our. [00:28:32] Job of the absolute happiness which I was proud of her earlier I would. Property is part of life with which you drop ever so I come I'm going to tell. I'm not some sucker people some good it's a good story took up front so this is. America all these 57 but you know. [00:28:56] This is sort of the measure of me how we measure me and so this is good for the scientists mentioned different senior people as well apparently you say how do you think this is an officer of some nature. And you're calling him over though this work using something like you know for his p.c. a very very practical sustain of some sort are kind of their least 3 dollars or. [00:29:24] So Match differentials that. Cover the part of me you know couldn't be less so there's what's called Whole variance or code your evaluation will simply cause happiness because it's breaking that way hard to see how strong to be ready so we recited that little. Village we can. You see someplace it's not like they are really kind of different there's another dimension cut a kind of rare breed old. [00:29:54] Just sort of which is a regular to rare real to imaginary home by several people mainly just take for example this radio maybe. Ok we had a very simple thing going to give you the score upwards. There's a ritual study. This according to a new study that effective notes read which words which to rebels in words and ask people how they probably get a little goes at us how actions are so. [00:30:25] Well what I will say your core is that we we are many people tested many our concepts of words and it's quite stable Sure. But this is a symposium to write so we'll be months ago where and then his average Happiness Score. Second. Hand And that's the best records of its simple clear very simple there were several people outside temperature oil rights record sentences or anything like that Mr Slope. [00:30:57] And words with no scores right they just go straight past so this is the lens of civil rights and this is this is the way it is here good or straight past you if you go to school and it's a social measures that are going to ask people to evaluate these words. [00:31:13] Without context so that it's how they feel when they experience that word of course on this rig never expressed it so there is a it is a kind of a sort of meeting and then we'll get to this piece later which is the approval insurable Ok so. I think you're missing one flaw but this is our number 3 so some checks are comp not right so this is a Lawrence pretty high energy piece you can run into trouble it's a good example but. [00:31:41] This is one of the 1st things we know where to measure our. So-called valence here radical liberals are people this is some good some time a little bit boring because it's not a popularity necessarily that people put it looks like so it's got a little bit of popularity we have a whole work of rule books which are. [00:32:00] Extra by here which is that basically if you use Google Books and procures Now I don't know where we're fixing it to turn into your board of course because it is declared over the top right so this is the basic game so why is that happening. Well if you go to the the jobbers involved then they actually are from stable writes the Gospel and souls of here are approx freestanding through the year in terms of schools and this is. [00:32:29] So little of it is a columnist not just in your musical than you were. There was a day or. So so I'm going to figure out what's going on here. You just are a very simple thing rents are going to savage of these 2 pieces many diversions just look at this so when some elaboration or just got this separation we're going to play around very simple ways and then what we'll do is we'll just push it in here so we'll all reference the average happiness of a word relative to the initial text it's going to be relative to the initial text and there are 2 ways this is going to go right so you may have more or less abundance the word may be happy or sad on average than the the original text so you do this to Muslims Buddhists or others. [00:33:18] So this is a sort of primitive word shifting right which we're going to pull out what's going on and they're all so situated here but separately these are pieces that are. Driving down the after names to people right right so there's more hate painted here again these are all New Yorkers this was love maybe in Harlem so these are the 2 kinds of ways things can push it down there's there's less quandary which helps there's less that you know there's a couple words and so people want to go right so these things can tell you often pretty much straight away or are you using words like white lady who somehow whether parts put a lot of words about depression into your daughter step or something like that so you know they tell a story straight away and often the 1st thing I'll tell you is you know the vagueness of this is just an ordering possibly made. [00:34:15] This a happy one of the top of the new you want to read so I kind of came out for free and get a sense this is roughly working there's a lot to cover value of sort of a 62 split with your brother before but our very enjoyable covers our work. [00:34:33] Really well and we're going to start. This was inspired by Jonathan Harris who is this. Fantastic. Scholar I was a person September. The 11th. So this is this happiness this is a function of age he's back today from August you can see this country and you're going to hear some of. [00:34:53] The summers of people saying of the importance of this is that this is middle school. Grade and if you are one of these 4 ships you know really there are 5 things to sink is a good word against you that sound depressed or. Potential. Total. But. Really so we read you don't listen I want to tell you this we reject this we. [00:35:25] Really are. Grieving 410000 words so maybe it was Richard 10000 words that were put together from for Google to see birds in your time so we put in the word all day which of the top most used was going for Greece it's right which is. Ok to go to war to be your star studded list this is what we have at the top right is a happy word it's a sad word is the word is the word high standard deviations right so these are important. [00:35:56] Because this was a people got a grip right this is quite a tapestry. So when we we're going to show you how we can exclude them from this is just a little bit of a basic Take this is Twitter this is you know the daily paper of people. [00:36:13] And this is of these are 5 words you can set up to be just of the late sixty's where goes up as a function of time today as well so we got a degree really good advice Lee. A lot of trouble so this is. The government or just some part of the industry itself to play around with this thing online I have talked to doing but it's an interactive piece of. [00:36:36] It has is what you're saying you're sure will do nice things because you know around this is showing you this is a different problem William struggles and maybe you think being sad which is pushing it out a way to escape marriage was a positive day this is the shooting in Las Vegas just completely close up of the most negative date in the whole problems with you know this is this doesn't necessarily work going from one of the one time that we get unplanned happiness is from sports teams like and so this is America where the screaming happiest are you can then you're going to be on sentiment this is for mom this is the rebel side of the prodigious religious group already or parents are let me quickly show you this so these are different problem series of happiness for Twitter based got so user on the one distribution of happiness right so not really a one part of the middle mutual So what we do is we don't have these We're only just got these words right so these words like being interpreted reasons of usual I mean it was a curse words and saw that other people have high variance where we take those areas and then tell how we've got the real story of what you find is that as you go from about with the one here to about fire then there's pretty good agreement in the shape right actually goes up into the shape it is has already so there's a way of use it again goes up so that when Darling is staying out of order this is going to be pretty good cause a stronger signal using less words together but it gets you Orgon. [00:38:13] Well this is a whole piece here where the state provides many many different lexicons for for happiness or motion ensures that many medical match up pretty well as well as the believe that we have this terrific happiness. Show that. Correlates well with other measures of guilt well being is all caused from Twitter nappers at the top for cities comments at the bottom we have this image of being on one which. [00:38:48] You know earlier this year study to find that happiest city in the country determined that happiest city is now California there is. So I said already there so I asked people what makes them so happy. So. We really don't have it so that's good you know comments like this just sort of quickly we have all of the people over and over and that's. [00:39:18] Where the messing with experiments like your lexicon come around to this is this is a crazy thing if we didn't know our tweets because you're so this is the dominant word food good of the state that if you can say this is pizza everyone said I screwed up and then for actually really just like to be watching t.v. or movie. [00:39:40] So you can see which states are living apart so that's you know everyone is in the sector it's not great you can see why the big push to park so so for activities you know there's been food said May has lost that which makes sense right this crowd down here don't want this job and carry each other very competently right these are the pushing of the wrong way you like. [00:40:03] But war has begun very hot very far begun so. You know we have to start ordering 9 days of activity levels there's all sorts of stuff here so so much of this is eating he and he he. There is a get my nails done in Jersey. Watching t.v. or maybe we're related to the supposed schemes again it's kind of a drive over device and then in Michigan it's just laid there. [00:40:35] So that's the thing you're doing too much of the pushing you could show that correlates with obesity rates we're trying to do it from your nose let me I want to tell you this piece here recently. So this is all you know of that we interact in positive ways obviously we do terrible things which all of it harms the most still around interactions. [00:40:56] And you can talk about such things here. Ok so this is taking your distribution is out just recently New York Times is a diversion you know to see that it's there's a there are more positive words and 1000000 words this is the ranking sort of usage this way this is their happiness school and you can see it kind of builds out these little there's a challenge response to these little ice generals their hero deck rials smoothing down she said her mother was new with the new troop of Ray world and color. [00:41:27] We did this for 24 corporate around the world 10 different languages and here are ordered by e.d.m. but you can see the main thing here is that all of them have a public or positive the big truck very. Or accelerants aren't going to discover one just because this is a reserved Bush piece what's happened is well that's out that's why after Portuguese. [00:41:51] Korean which has the pies for negativity there is a quiet place in America this is translated across languages or calls for buses. I will quickly show you this if you can see one of your chip stories I so want to have this idea of you very quickly get this so this is man what he called narrow hole right. [00:42:16] And it simply is a biggie and then something bad happens you get out you should watch this this all these 4 levels are so close together but we didn't I was with them to break up this is what we love here were do this sort of thing but this is still very good plots for this character parts this is energy or this initiative you've already suppressors right Posterous product. [00:42:39] Ok so we did this sort of thing for shoots for this Moby Dick at the top this is a crime of this scale is that this is going to get this is controversial Russian and this is a chemical Crystal in front of you when you're right so. For the whales point to be turned upside down so we have this interactive thing online submission of Frankenstein exactly right so here's how to end this is Harry Potter double 0 bytes it right there just one sorry going to happen comes back never really did you know this is where we do movies pop fiction this is bring out your. [00:43:21] I'm so we have already read his paper here which gives your hand this is a this is a fun thing we actually realize the going to be you can plug the books into a little thing and interesting that. It's. So we'll do my thing so these are don't all look like little furry pieces the parents of the 6 men are executed not. [00:43:42] And so this is a rags the wrecks to riches this tragedy we call these things like. Interests and Cinderella. This is this is men are all races like this now all this writing of the darker sides of the American this is a very personal nature who is your favorite just rather the 3 dogs are very very happy to show the medal that once it's sold more or if you're going to give a General Motors slightly more complex story that was interesting based on you know is that contagious tourist or spreading money is going to that this is we're going to bust so this is so make America great again and so it is going to give this. [00:44:26] Man also it but they're probably going to hold it doesn't give you a dynamic that I regard because all words that use your past present or future it's a very very powerful example it was 1st used by President Bush and radio because they are used to but just lots of and they're actually stories. [00:44:46] So. Some stories are it is Ok so it's obviously many different people sort of circling around these things and ball but I think we've gone from dog scares to Donna richer as we do in all these fields and we've done them I think restore ease and we're good you know start to build something powerful through take a long time this is just to say what happens when you think right this is a fortune aspect but anyway this is where we are and it's Ok it's Ok to put your money your life right. [00:45:24] I think here. In Atlanta. They are disappointed by the return to the reception we were just having your words your 1st question why did I recommend it yes it was the question that stopped me. Right here your blog. Like nightlife. Rather. Than any problem. While. I was at the actual good Richard Wright you know those are already you know we have whatever way to get rid of. [00:46:07] Those who isn't this artist it's like yours or yours. You're probably. Not really sure of course is the most was very true as it was almost all of them. I know this is what they're going to say with a list because it might have to do that there's no it's not her I mean these are her. [00:46:30] Letters that if you remember rightly.