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1、PythonforDataAnalysisWesMcKinneyBeijing•Cambridge•Farnham•Köln•Sebastopol•TokyoPythonforDataAnalysisbyWesMcKinneyCopyright©2013WesMcKinney.Allrightsreserved.PrintedintheUnitedStatesofAmerica.PublishedbyO’ReillyMedia,Inc.,1005GravensteinHighwayNorth,Sebastopol,CA95472.
2、O’Reillybooksmaybepurchasedforeducational,business,orsalespromotionaluse.Onlineeditionsarealsoavailableformosttitles(http://my.safaribooksonline.com).Formoreinformation,contactourcorporate/institutionalsalesdepartment:800-998-9938orcorporate@oreilly.com.Editors:JulieS
3、teeleandMeghanBlanchetteIndexer:BIMPublishingServicesProductionEditor:MelanieYarbroughCoverDesigner:KarenMontgomeryCopyeditor:TeresaExleyInteriorDesigner:DavidFutatoProofreader:BIMPublishingServicesIllustrator:RebeccaDemarestOctober2012:FirstEdition.RevisionHistoryfor
4、theFirstEdition:2012-10-05FirstreleaseSeehttp://oreilly.com/catalog/errata.csp?isbn=9781449319793forreleasedetails.NutshellHandbook,theNutshellHandbooklogo,andtheO’ReillylogoareregisteredtrademarksofO’ReillyMedia,Inc.PythonforDataAnalysis,thecoverimageofagolden-tailed
5、treeshrew,andrelatedtradedressaretrademarksofO’ReillyMedia,Inc.Manyofthedesignationsusedbymanufacturersandsellerstodistinguishtheirproductsareclaimedastrademarks.Wherethosedesignationsappearinthisbook,andO’ReillyMedia,Inc.,wasawareofatrademarkclaim,thedesignationshave
6、beenprintedincapsorinitialcaps.Whileeveryprecautionhasbeentakeninthepreparationofthisbook,thepublisherandauthorassumenoresponsibilityforerrorsoromissions,orfordamagesresultingfromtheuseoftheinformationcon-tainedherein.ISBN:978-1-449-31979-3[LSI]1349356084TableofConten
7、tsPreface.....................................................................xi1.Preliminaries...........................................................1WhatIsThisBookAbout?1WhyPythonforDataAnalysis?2PythonasGlue2Solvingthe“Two-Language”Problem2WhyNotPython?3Essenti
8、alPythonLibraries3NumPy4pandas4matplotlib5IPython5SciPy6InstallationandSetup6Windows7AppleOSX9GNU/Linux10Python2andPython311
