{"id":"https://openalex.org/W2149304724","doi":null,"title":"Mining Twitter data from the Arab Spring","display_name":"Mining Twitter data from the Arab Spring","publication_year":2012,"publication_date":"2012-11-01","ids":{"openalex":"https://openalex.org/W2149304724","mag":"2149304724"},"language":"en","primary_location":{"id":"mag:2149304724","doi":null,"is_oa":false,"landing_page_url":"https://apo.org.au/node/31777","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"R. T. Shepherd","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"R. T. Shepherd","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082337013","display_name":"Sean F. Everton","orcid":"https://orcid.org/0000-0002-2733-9149","observed_orcids":["https://orcid.org/0000-0002-2733-9149"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sean F. Everton","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-2733-9149","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5032853382","display_name":"Rob Schroeder","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rob Schroeder","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0638,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.90333343,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.482699990272522,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.482699990272522,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13634","display_name":"Middle East and Rwanda Conflicts","score":0.42089998722076416,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14402","display_name":"Arab Spring and North African Politics","score":0.08429999649524689,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/twitter","display_name":"Twitter","score":0.6899999976158142},{"id":"https://openalex.org/keywords/social-media","display_name":"social media","score":0.7020000219345093},{"id":"https://openalex.org/keywords/social-movement-theory","display_name":"social movement theory","score":0.8999999761581421},{"id":"https://openalex.org/keywords/framing","display_name":"framing","score":0.597000002861023},{"id":"https://openalex.org/keywords/grievances","display_name":"grievances","score":0.6850000023841858},{"id":"https://openalex.org/keywords/collective-action","display_name":"collective action","score":0.9620000123977661},{"id":"https://openalex.org/keywords/fake-accounts","display_name":"fake accounts","score":0.5509999990463257},{"id":"https://openalex.org/keywords/hosni-mubarak","display_name":"Hosni Mubarak","score":0.9169999957084656},{"id":"https://openalex.org/keywords/2011-egyptian-revolution","display_name":"Egyptian revolution","score":0.7559999823570251},{"id":"https://openalex.org/keywords/arab-spring","display_name":"Arab Spring","score":0.5009999871253967},{"id":"https://openalex.org/keywords/political-communication","display_name":"political communication","score":0.45500001311302185},{"id":"https://openalex.org/keywords/digital-activism","display_name":"digital activism","score":0.46299999952316284}],"concepts":[{"id":"https://openalex.org/C169087156","wikidata":"https://www.wikidata.org/wiki/Q2131593","display_name":"Framing (construction)","level":2,"score":0.7644046545028687},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7009831666946411},{"id":"https://openalex.org/C2777932401","wikidata":"https://www.wikidata.org/wiki/Q1471594","display_name":"Collective action","level":3,"score":0.6360652446746826},{"id":"https://openalex.org/C510578393","wikidata":"https://www.wikidata.org/wiki/Q1323212","display_name":"Insurgency","level":3,"score":0.6267200708389282},{"id":"https://openalex.org/C123108692","wikidata":"https://www.wikidata.org/wiki/Q49773","display_name":"Social movement","level":3,"score":0.6084415912628174},{"id":"https://openalex.org/C23592801","wikidata":"https://www.wikidata.org/wiki/Q7551260","display_name":"Social movement theory","level":4,"score":0.5904838442802429},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.5482325553894043},{"id":"https://openalex.org/C2776748549","wikidata":"https://www.wikidata.org/wiki/Q201610","display_name":"Status quo","level":2,"score":0.5363731384277344},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.5226030945777893},{"id":"https://openalex.org/C29595303","wikidata":"https://www.wikidata.org/wiki/Q165650","display_name":"Media studies","level":1,"score":0.5182507038116455},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.4194273352622986},{"id":"https://openalex.org/C138921699","wikidata":"https://www.wikidata.org/wiki/Q47555","display_name":"Political economy","level":1,"score":0.4091813564300537},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3478674292564392},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.30515938997268677},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.1328599452972412},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2149304724","doi":null,"is_oa":false,"landing_page_url":"https://apo.org.au/node/31777","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6601999998092651,"display_name":"Peace, justice, and strong institutions"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1988345431","https://openalex.org/W2023777287","https://openalex.org/W2070283890","https://openalex.org/W2083729314","https://openalex.org/W2131681506","https://openalex.org/W2151936673","https://openalex.org/W2191280108","https://openalex.org/W2325543893"],"related_works":["https://openalex.org/W2131716827","https://openalex.org/W2480451289","https://openalex.org/W7635415","https://openalex.org/W6924975517","https://openalex.org/W2026050329","https://openalex.org/W127363646","https://openalex.org/W2922108005","https://openalex.org/W1526482065","https://openalex.org/W2788079102","https://openalex.org/W2156449435"],"abstract_inverted_index":{"This":[0,101,373],"article":[1],"draws":[2],"on":[3,295,401,499],"social":[4,14,143,166,183,214,380,443,503,512],"movement":[5,184,215,444],"theory":[6],"to":[7,78,153,159,218,224,235,245,277,280,284,293,305,319,329,349,422],"help":[8],"explain":[9],"how":[10,376,416,456,460],"the":[11,26,29,46,85,130,200,242,273,312,330,377,393,405,411,426,448,467,478,490,500,509],"use":[12,378],"of":[13,28,41,48,60,63,115,125,129,150,194,238,344,379,397,407,425,442,450,511,518],"media,":[15,381],"in":[16,25,50,83,87,188,209,248,382,404,489,507],"particular":[17,165,383],"Twitter":[18,42,66,94,384,457,474],"feeds,":[19,385],"may":[20,43,109,386,418],"have":[21,44,110,186,244,278,292,387,419],"played":[22,388],"a":[23,61,80,92,105,113,118,142,164,213,250,326,364,371,389,432,496],"role":[24,82,391,403,488,501],"emergence":[27],"Egyptian":[30,97,131,394,427,468],"Arab":[31,395,469,479],"Spring":[32,396,480],"revolution.":[33,132],"More":[34],"precisely,":[35],"it":[36,324,417,465,483],"suggests":[37],"that":[38,52,69,136,138,252,262,311,323,502],"activists'":[39],"uses":[40],"facilitated":[45],"framing":[47,84,406,491],"grievances":[49,169,237,243],"ways":[51],"resonated":[53],"with":[54,199,258,439,495],"their":[55],"target":[56],"audience.":[57],"An":[58],"examination":[59],"subgroup":[62],"primarily":[64],"Arab-speaking":[65],"users":[67],"found":[68],"not":[70,180,230,291,370],"only":[71,231],"did":[72,91],"traditional":[73],"media":[74,504],"and":[75,108,260,281,302,351,358,430,446,459,462,481,515],"activists":[76,206,461],"appear":[77],"play":[79,506],"large":[81,106],"events":[86],"Egypt,":[88],"but":[89,203,409],"so":[90,288],"fake":[93],"account":[95],"impersonating":[96],"President":[98],"Hosni":[99],"Mubarak.":[100],"account's":[102],"tweets":[103],"attracted":[104],"audience,":[107],"helped":[111],"disseminate":[112],"portrayal":[114],"Mubarak":[116],"as":[117,431],"corrupt":[119],"leader":[120],"who":[121,196],"should":[122,368],"resign,":[123],"both":[124],"which":[126],"were":[127],"goals":[128],"People":[133],"often":[134],"assume":[135],"all":[137],"is":[139,155,316,347],"needed":[140],"for":[141,156,173],"movement,":[144],"an":[145,353,440],"insurgency,":[146],"or":[147,207,216,309,322,333,338],"other":[148,221,516],"form":[149],"collective":[151,175,320,361,519],"action":[152,362],"emerge":[154],"enough":[157],"individuals":[158,195,233],"become":[160,205],"sufficiently":[161],"angry":[162,198],"about":[163,268,486],"condition.":[167],"While":[168],"are":[170,179,192,197],"certainly":[171],"necessary":[172],"sustained":[174],"action,":[176,321],"they":[177,255,264,289,303,356],"alone":[178],"enough.":[181],"As":[182],"scholars":[185],"noted,":[187],"most":[189],"societies":[190],"there":[191],"plenty":[193],"status":[201],"quo,":[202],"few":[204,497],"engage":[208],"contentious":[210],"politics.":[211],"For":[212],"insurgency":[217],"gain":[219],"traction,":[220],"factors":[222,346],"need":[223,234,304],"fall":[225],"into":[226],"place.":[227],"In":[228,341],"particular,":[229],"do":[232,266,290],"harbor":[236],"some":[239,424],"kind,":[240],"but:":[241],"be":[246,282],"framed":[247],"such":[249],"way":[251,412],"people":[253],"recognize":[254],"share":[256],"them":[257,269],"others,":[259],"believe":[261],"together":[263],"can":[265],"something":[267],"(i.e.,":[270,298,335],"insurgent":[271],"consciousness);":[272],"aggrieved":[274],"population":[275],"needs":[276],"access":[279],"able":[283],"appropriate":[285],"sufficient":[286,299,348],"resources":[287],"rely":[294],"external":[296],"support":[297],"mobilizing":[300],"resources);":[301],"perceive":[306],"(whether":[307],"correctly":[308],"incorrectly)":[310],"broader":[313],"socio-political":[314],"environment":[315],"either":[317],"vulnerable":[318],"represents":[325],"significant":[327],"threat":[328],"group's":[331],"interests":[332],"survival":[334],"expanding":[336],"opportunities":[337],"increased":[339],"threats).":[340],"isolation,":[342],"none":[343],"these":[345],"generate":[350],"sustain":[352],"insurgency.":[354],"When":[355],"converge":[357],"interact,":[359],"however,":[360],"becomes":[363],"possibility":[365],"although,":[366],"we":[367,413],"emphasize,":[369],"certainty.":[372],"paper":[374,453],"explores":[375],"key":[390],"during":[392,466],"2011.":[398],"It":[399,437,471,493],"focuses":[400],"Twitter's":[402],"grievances,":[408],"along":[410],"also":[414],"note":[415],"been":[420],"used":[421,464],"attack":[423],"government's":[428],"vulnerabilities":[429],"communication":[433],"network":[434],"among":[435],"activists.":[436],"begins":[438],"overview":[441],"theory,":[445],"explains":[447],"process":[449],"framing.":[451],"The":[452],"next":[454],"considers":[455],"functions,":[458],"others":[463],"Spring.":[470],"then":[472],"examines":[473],"data":[475],"gleaned":[476],"from":[477],"what":[482],"possibly":[484],"tellsus":[485],"its":[487],"process.":[492],"concludes":[494],"thoughts":[498],"could":[505],"facilitating":[508],"development":[510],"movements,":[513],"insurgencies,":[514],"forms":[517],"action.":[520]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2016-06-24T00:00:00"}
