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1、BeautifulDataEditedbyTobySegaranandJeffHammerbacherBeijing•Cambridge•Farnham•Köln•Sebastopol•Taipei•TokyoBeautifulDataEditedbyTobySegaranandJeffHammerbacherCopyright©2009O’ReillyMedia,Inc.Allrightsreserved.PrintedinCanada.PublishedbyO’ReillyMedia,Inc.1005GravensteinHigh
2、wayNorth,Sebastopol,CA95472O’Reillybooksmaybepurchasedforeducational,business,orsalespromotionaluse.Onlineeditionsarealsoavailableformosttitles(http://my.safaribooksonline.com).Formoreinformation,contactourcorporate/institutionalsalesdepartment:(800)998-9938orcorporate@
3、oreilly.com.Editor:JulieSteeleProofreader:RachelMonaghanProductionEditor:RachelMonaghanCoverDesigner:MarkPagliettiCopyeditor:Genevieved’EntremontInteriorDesigner:MarciaFriedmanIndexer:AngelaHowardIllustrator:RobertRomanoPrintingHistory:July2009:FirstEdition.TheO’Reillyl
4、ogoisaregisteredtrademarkofO’ReillyMedia,Inc.BeautifulData,thecoverimage,andrelatedtradedressaretrademarksofO’ReillyMedia,Inc.Manyofthedesignationsusedbymanufacturersandsellerstodistinguishtheirproductsareclaimedastrademarks.Wherethosedesignationsappearinthisbook,andO’R
5、eillyMedia,Inc.wasawareofatrademarkclaim,thedesignationshavebeenprintedincapsorinitialcaps.Whileeveryprecautionhasbeentakeninthepreparationofthisbook,thepublisherandauthorsassumenoresponsibilityforerrorsoromissions,orfordamagesresultingfromtheuseoftheinformationcontaine
6、dherein.ISBN:978-0-596-15711-1[F]AllroyaltiesfromthisbookwillbedonatedtoCreativeCommonsandtheSunlightFoundation.CONTENTSPREFACExi1SEEINGYOURLIFEINDATA1byNathanYauPersonalEnvironmentalImpactReport(PEIR)2your.flowingdata(YFD)3PersonalDataCollection3DataStorage5DataProcess
7、ing6DataVisualization7ThePoint14HowtoParticipate152THEBEAUTIFULPEOPLE:KEEPINGUSERSINMINDWHENDESIGNINGDATACOLLECTIONMETHODS17byJonathanFollettandMatthewHolmIntroduction:UserEmpathyIstheNewBlack17TheProject:SurveyingCustomersAboutaNewLuxuryProduct19SpecificChallengestoDat
8、aCollection19DesigningOurSolution21ResultsandReflection313EMBEDDEDIMAGEDATAPROCESSINGONMARS35byJ.M.HughesAbstr
