O'Reilly：数据之美（影印版）

图书标准信息

• 作者 [美]西格兰、[美]哈梅巴赫 著
• 出版社 东南大学出版社
• 出版时间 2010-06
• 版次 1
• ISBN 9787564122720
• 定价 62.00元
• 装帧 平装
• 开本 16开
• 纸张 胶版纸
• 页数 364页
• 字数 644千字
• 正文语种 英语

【内容简介】

你很快就会发现基于数据的工作会变得多么广泛和美妙。通过一系列的个人故事，该领域的39位最佳数据从业者解释了他们是如何为各式各样的项目来开发简单而又优雅的解决方案，包括从火星着陆器到电台司令（radiohead）的视频，以及更多。通过这本书，你可以：
·探索大量在线数据集内在的机会和挑战
·了解如何使用地图和数据糅合来可视化城市犯罪趋势
·发现众包和透明度如何推进了药品研究的状态
·理解新数据如何能在覆盖先前数据时提醒用户
·了解处理dna数据所需的巨量基础设施

【目录】

PREFACE
1SEEINGYOURLIFEINDATAbyNathanYau
PersonalEnvironmentalImpactReport（PEIR）
your.flowingdata（YFD）
PersonalDataCollection
DataStorage
DataProcessing
DataVisualization
ThePoint
HowtoParticipate

2THEBEAUTIFULPEOPLE：KEEPINGUSERSINMINDWHENDESIGNINGDATACOLLECTIONMETHODS
byJonathanFollettandMatthewHolm
Introduction：UserEmpathyIstheNewBlack
TheProject：SurveyingCustomersAbouta
NewLuxuryProduct
SpecificChallengestoDataCollection
DesigningOurSolution
ResultsandReflection

3EMBEDDEDIMAGEDATAPROCESSINGONMARSby.J.M.Hughes
Abstract
Introduction
SomeBackground
ToPackorNottoPack
TheThreeTasks
SlottingtheImages
PassingtheImage：CommunicationAmongtheThreeTasks
GettingthePicture：ImageDownloadandProcessing
ImageCompression
Downlink，or，ItsAllDownhillfromHere
Conclusion

4CLOUDSTORAGEDESIGNINAPNUTSHELLbyBrianF.Cooper，RaghuRamakrishnan，andUtkarsh5riuastaua
Introduction
UpdatingData
ComplexQueries
ComparisonwithOtherSystems
Conclusion

5INFORMATIONPLATFORMSANDTHERISEOFTHEDATASCIENTIST
byJeffHammerbacher
LibrariesandBrains
FacebookBecomesSelf-Aware
ABusinessIntelligenceSystem
TheDeathandRebirthofaDataWarehouse
BeyondtheDataWarehouse
TheCheetahandtheElephant
TheUnreasonableEffectivenessofData
NewToolsandAppliedResearch
MADSkillsandCosmos
InformationPlatformsAsDataspaces
TheDataScientist
Conclusion

6THEGEOGRAPHICBEAUTYOFAPHOTOGRAPHICARCHIVEbyJasonDykesandJoWood
BeautyinData：Geograph
Visualization，Beauty，andTreemaps
AGeographicPerspectiveonGeographTermUse
BeautyinDiscovery
ReflectionandConclusion

7DATAFINDSDATAbyJeffJonasandLisaSokol
Introduction
TheBenefitsofJust-in-TimeDiscovery
CorruptionattheRouletteWheel
EnterpriseDiscoverability
FederatedSearchAintAllThat
Directories：Priceless
Relevance：WhatMattersandtoWhom?
ComponentsandSpecialConsiderations
PrivacyConsiderations
Conclusion

8PORTABLEDATAINREALTIMEbyJudValeski
Introduction
TheStateoftheArt
SocialDataNormalization
Conclusion：MediationviaGnip
9SURFACINGTHEDEEPWEBbyAlonHaleuyandJayantMadhauen
WhatIstheDeepWeb?
AlternativestoOfferingDeep-WebAccess
ConclusionandFutureWork

10BUILDINGRADIOHEADSHOUSEOFCARDSbyAaronKoblinwithValdeanKlump
HowItAllStarted
TheDataCaptureEquipment
TheAdvantagesofTwoDataCaptureSystems
TheData
CapturingtheData，aka"TheShoot"
ProcessingtheData
Post-Processing"theData
LaunchingtheVideo
Conclusion

11VISUALIZINGURBANDATAbyMichalMigurski
Introduction
Background
CrackingtheNut
MakingItPublic
Revisiting
Conclusion

12THEDESIGNOFSENSE.USbyJeffreyHeer
VisualizationandSocialDataAnalysis
Data
Visualization
Collaboration
VoyagersandVoyeurs
Conclusion

13WHATDATADOESNTDObyCocoKrumme
WhenDoesntDataDrive?
Conclusion

14NATURALLANGUAGECORPUSDATAbyPeterNoruig
WordSegmentation
SecretCodes
SpellingCorrection
OtherTasks
DiscussionandConclusion

15LIFEINDATA：THESTORYOFDNAbyMattWoodandBenBlackburne
DNAAsaDataStore
DNAAsaDataSource
FightingtheDataDeluge
TheFutureofDNA

16BEAUTIFYINGDATAINTHEREALWORLDbyJean-ClaudeBradley，RajarshiGuha，AndrewLang，
PierreLindenbaum，CameronNey/on，AntonyWilliams，andEgonWillighagen
TheProblemwithRealData
ProvidingtheRawDataBacktotheNotebook
ValidatingCrowdsourcedData
RepresentingtheDataOnline
ClosingtheLoop：VisualizationstoSuggest
NewExperiments
BuildingaDataWebfromOpenDataandFreeServices

17SUPERFICIALDATAANALYSIS：EXPLORINGMILLIONSOFSOCIALSTEREOTYPES
byBrendanOConnorandLukasBiewald
Introduction
PreprocessingtheData
ExploringtheData
Age，Attractiveness，andGender
LookingatTags
WhichWordsAreGendered?
Clustering
Conclusion

18BAYAREABLUES：THEEFFECTOFTHEHOUSINGCRISI！
19BEAUTIFULPOLITICALDATA
20CONNECTINGDATA