{"id":"https://openalex.org/W4226022502","doi":"https://doi.org/10.1109/snams53716.2021.9732079","title":"pytwanalysis: Twitter Data Management And Analysis at Scale","display_name":"pytwanalysis: Twitter Data Management And Analysis at Scale","publication_year":2021,"publication_date":"2021-12-06","ids":{"openalex":"https://openalex.org/W4226022502","doi":"https://doi.org/10.1109/snams53716.2021.9732079"},"language":"en","primary_location":{"id":"doi:10.1109/snams53716.2021.9732079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snams53716.2021.9732079","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Eighth International Conference on Social Network Analysis, Management and Security (SNAMS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080744784","display_name":"Lia Nogueira","orcid":null},"institutions":[{"id":"https://openalex.org/I13511017","display_name":"Texas State University","ror":"https://ror.org/05h9q1g27","country_code":"US","type":"education","lineage":["https://openalex.org/I13511017"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Lia Nogueira","raw_affiliation_strings":["Texas State University,Department of Computer Science,San Marcos,TX","Department of Computer Science, Texas State University, San Marcos, TX"],"affiliations":[{"raw_affiliation_string":"Texas State University,Department of Computer Science,San Marcos,TX","institution_ids":["https://openalex.org/I13511017"]},{"raw_affiliation_string":"Department of Computer Science, Texas State University, San Marcos, TX","institution_ids":["https://openalex.org/I13511017"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068828260","display_name":"Jelena Te\u0161i\u0107","orcid":"https://orcid.org/0000-0002-9972-9760"},"institutions":[{"id":"https://openalex.org/I13511017","display_name":"Texas State University","ror":"https://ror.org/05h9q1g27","country_code":"US","type":"education","lineage":["https://openalex.org/I13511017"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jelena Tesic","raw_affiliation_strings":["Texas State University,Department of Computer Science,San Marcos,TX","Department of Computer Science, Texas State University, San Marcos, TX"],"affiliations":[{"raw_affiliation_string":"Texas State University,Department of Computer Science,San Marcos,TX","institution_ids":["https://openalex.org/I13511017"]},{"raw_affiliation_string":"Department of Computer Science, Texas State University, San Marcos, TX","institution_ids":["https://openalex.org/I13511017"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5080744784"],"corresponding_institution_ids":["https://openalex.org/I13511017"],"apc_list":null,"apc_paid":null,"fwci":0.2596,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56241994,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"3","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7936934232711792},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6475955843925476},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.6354272365570068},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6312958002090454},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6300333738327026},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5507593154907227},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.48404520750045776},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4601583480834961},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.44424548745155334},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.43547526001930237},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4140351116657257},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39916783571243286},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3948684632778168},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1944289207458496},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.12445959448814392},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1210600733757019}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7936934232711792},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6475955843925476},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6354272365570068},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6312958002090454},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6300333738327026},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5507593154907227},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.48404520750045776},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4601583480834961},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.44424548745155334},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.43547526001930237},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4140351116657257},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39916783571243286},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3948684632778168},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1944289207458496},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.12445959448814392},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1210600733757019},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/snams53716.2021.9732079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snams53716.2021.9732079","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Eighth International Conference on Social Network Analysis, Management and Security (SNAMS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W168564468","https://openalex.org/W1880262756","https://openalex.org/W1998839458","https://openalex.org/W2004393880","https://openalex.org/W2022704179","https://openalex.org/W2038043464","https://openalex.org/W2051800759","https://openalex.org/W2073415627","https://openalex.org/W2101234009","https://openalex.org/W2125910575","https://openalex.org/W2131681506","https://openalex.org/W2132022337","https://openalex.org/W2132914434","https://openalex.org/W2234751941","https://openalex.org/W2469279958","https://openalex.org/W2553110962","https://openalex.org/W2735103703","https://openalex.org/W2792307011","https://openalex.org/W2797745112","https://openalex.org/W2889444998","https://openalex.org/W2902335761","https://openalex.org/W2935009408","https://openalex.org/W2943063012","https://openalex.org/W2985474456","https://openalex.org/W2991553526","https://openalex.org/W3018106669","https://openalex.org/W3019597125","https://openalex.org/W3094460594","https://openalex.org/W3099768174","https://openalex.org/W3104758113","https://openalex.org/W3116967503","https://openalex.org/W6639619044","https://openalex.org/W6679191575","https://openalex.org/W6740384860","https://openalex.org/W6769922731","https://openalex.org/W6776518384"],"related_works":["https://openalex.org/W2341492732","https://openalex.org/W3187193180","https://openalex.org/W106542691","https://openalex.org/W4287027380","https://openalex.org/W1699080303","https://openalex.org/W4297799326","https://openalex.org/W3116064965","https://openalex.org/W3193760048","https://openalex.org/W4285822516","https://openalex.org/W2551200859"],"abstract_inverted_index":{"Trends":[0],"and":[1,13,34,76,95,109,152],"communities":[2],"in":[3,23,28],"social":[4,31],"media":[5,32],"networks":[6],"shape":[7],"news":[8],"cycles,":[9],"politics,":[10],"public":[11],"governing,":[12],"economy":[14],"these":[15],"days.":[16],"There":[17],"is":[18,44,142],"a":[19,70,91,154],"wealth":[20],"of":[21,36,50,93],"information":[22],"the":[24,29,47,60,115,130],"way":[25,72],"users":[26],"interact":[27],"large":[30],"networks,":[33],"state-of-the-art":[35],"mining":[37],"network":[38,64],"data":[39,65,89,103,111],"from":[40,80],"e.g.":[41],"Twitter":[42,63,81,88,126],"platform":[43],"limited":[45],"by":[46],"narrow":[48],"field":[49],"research":[51],"or":[52],"computing":[53],"power.":[54],"In":[55],"this":[56,137],"paper,":[57],"we":[58],"describe":[59],"new":[61],"end-to-end":[62],"management":[66],"pipeline.":[67],"We":[68,83,113,128],"propose":[69,85],"scalable":[71],"to":[73,86,132,139],"gather,":[74],"store,":[75],"model":[77],"rich":[78],"relationships":[79],"networks.":[82],"also":[84],"analyze":[87],"using":[90,101],"combination":[92],"graph-clustering":[94],"topic":[96],"modeling":[97],"techniques":[98],"at":[99],"scale":[100],"multiple":[102],"science":[104],"methods":[105],"for":[106],"graph":[107],"construction":[108],"tweet":[110],"processing.":[112],"evaluate":[114],"proposed":[116],"system":[117],"on":[118],"over":[119,123],"9":[120],"million":[121],"tweets":[122],"five":[124],"different":[125],"datasets.":[127],"invite":[129],"community":[131],"add":[133],"more":[134],"features,":[135],"as":[136,144,153],"end":[138,140],"pipeline":[141],"released":[143],"an":[145],"open":[146],"source":[147],"gitHub":[148],"repository":[149],"pytwanalysis":[150,158],"[1],":[151],"python":[155],"pip":[156],"package":[157],"[2].":[159]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
