Social media - Text mining & text analysis - UQ library guides
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Social media analytics: a survey of techniques, tools and platforms. Using APIs. Many social media sites have APIs (application programming ...
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Textmining&textanalysis
Thisguidecontainsresourcesforresearchersabouttextminingandtextanalysis(sometimesknownasdistantreading).
IntroductionWhyusetextmining/analysis?Whatcanyoudowithtextmining/analysis?Textmining/analysisactivitiesortasksExamplesoftextmining/analysisSourcesoftextdataLibrarydatabasesSocialmediaSocialmediasourcesOpensourcesWebscrapingLanguageCorporaTranscriptionofaudio/videodataPreparingtextforanalysisManaginglargedatasetsTextmining/analysistoolsTooldirectoriesResearchmethodsProgrammingresourcesConsiderations-Ethics,Copyright,Licencing,EtiquetteFurtherhelp
Socialmediasources
Socialmediapostsandcomments provide arichsourceoftextdataforacademicresearch.
Referto Searchingsocialmedia-togetanoverviewandquicktipstogetstarted.
Thefollowingjournalarticle iswrittenfor researchersseekingtoanalyze socialmedia.Itpresentsacomprehensivereviewofsoftwaretoolsforsocialnetworkingmedia,wikis,blogs, chatappsandnewsfeeds.
Socialmediaanalytics:asurveyoftechniques,toolsandplatforms
UsingAPIs
ManysocialmediasiteshaveAPIs(applicationprogramminginterface)thatprovideaccesstotextualcontent,including Twitter, Facebook,and YouTube.UsingtheseAPIsrequires,generally,sometechnicalknow-howandanaccesskeyfromthedataprovider.
WhatisanAPI?
3:24minYouTubevideoexplainingAPI
TwitterAPI
Twitter'snewAcademicResearchAPIproducttrack
FacebookAPI
YouTubeAPI
Usingtoolsbuiltbyothers
SocialMediaResearchToolkit
listof50+socialmediaresearchtoolscuratedbyresearchersattheSocialMediaLabatTedRogersSchoolofManagement,RyersonUniversity.Thekitfeaturestoolsthathavebeenusedinpeer-reviewedacademicstudies.Manytoolsarefreetouseandrequirelittleornoprogramming.Allofthetoolsareconfirmedavailableandoperational.
UsingTwitterasadatasource:anoverviewofsocialmediaresearchtools(2021)
Thisblogpostisaimedatsocialsciencesresearcherswhowanttocaptureandanalysesocialmediadata.ItconsidersthenewTwitterAPIproducttrackforacademicresearchers,whichprovidesfreeaccesstotheTwitterarchive.Italsoprovidesausefulcollectionofresourcesrelatedtomethodsandpracticaltoolswhichcanbeusedforcollatingandanalysingsocialmediadata.
TAGS-TwitterArchivingGoogleSheet
Automaticallygathertweetsbasedonhashtags,Twitterhandles,etc.
UsingCode
Textanalysis-Facebookpostcomments-usingR
TextualanalysisofFacebookcommentsusingPython
HowtoscrapedatafromFacebookpagepostsforstatisticalanalysis-usingPython
TextanalysisofYouTubecomments-usingPythonandR
AccessingtheYouTubeAPIv3withR
GettingstartedwithRandv2oftheTwitterAPI
MiningTwitterdatawithPython(Part1:Collectingdata)
Othersocialmedia
LinkedIn- SocialscientistsworkingwithLinkedIndata
Weibo- Howresearchersaroundtheworldaremakinguseof Weibo data
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