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1、DistillingRichInformationfromMessyData21RecipesforMiningTwitterMatthewA.Russell21RecipesforMiningTwitter21RecipesforMiningTwitterMatthewA.RussellBeijing•Cambridge•Farnham•Köln•Sebastopol•Tokyo21RecipesforMiningTwitterbyMatthewA.RussellCopyright©2011MatthewA.Russell.
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4、anoPrintingHistory:February2011:FirstEdition.NutshellHandbook,theNutshellHandbooklogo,andtheO’ReillylogoareregisteredtrademarksofO’ReillyMedia,Inc.21RecipesforMiningTwitter,theimageofapeach-facedlovebird,andrelatedtradedressaretrademarksofO’ReillyMedia,Inc.Manyofthe
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6、eparationofthisbook,thepublisherandauthorassumenoresponsibilityforerrorsoromissions,orfordamagesresultingfromtheuseoftheinformationcon-tainedherein.ISBN:978-1-449-30316-7[LSI]1296485191TableofContentsPreface...........................................................
7、..........viiTheRecipes..................................................................11.1UsingOAuthtoAccessTwitterAPIs11.2LookingUptheTrendingTopics31.3ExtractingTweetEntities51.4SearchingforTweets71.5ExtractingaRetweet’sOrigins101.6CreatingaGraphofRetweetRelati
8、onships131.7VisualizingaGraphofRetweetRelationships151.8CapturingTweetsinReal-timewiththeStreamingAPI201.9MakingRobustTwitterRequests221.1
