{"id":"https://openalex.org/W3144888146","doi":"https://doi.org/10.1109/ccwc51732.2021.9376152","title":"Sentiment Analysis of The United States Senate Twitter Feeds in Election Year 2020","display_name":"Sentiment Analysis of The United States Senate Twitter Feeds in Election Year 2020","publication_year":2021,"publication_date":"2021-01-27","ids":{"openalex":"https://openalex.org/W3144888146","doi":"https://doi.org/10.1109/ccwc51732.2021.9376152","mag":"3144888146"},"language":"en","primary_location":{"id":"doi:10.1109/ccwc51732.2021.9376152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc51732.2021.9376152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 11th Annual Computing and Communication Workshop and Conference (CCWC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5089684325","display_name":"Kalyan Sahu","orcid":"https://orcid.org/0009-0008-4524-3483"},"institutions":[{"id":"https://openalex.org/I142934699","display_name":"California State University, Fullerton","ror":"https://ror.org/02avqqw26","country_code":"US","type":"education","lineage":["https://openalex.org/I142934699"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kalyan Sahu","raw_affiliation_strings":["Computer Engineering Program California State University,Fullerton, Fullerton, California"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Program California State University,Fullerton, Fullerton, California","institution_ids":["https://openalex.org/I142934699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101943429","display_name":"Yoonsuk Choi","orcid":"https://orcid.org/0000-0002-8395-1690"},"institutions":[{"id":"https://openalex.org/I142934699","display_name":"California State University, Fullerton","ror":"https://ror.org/02avqqw26","country_code":"US","type":"education","lineage":["https://openalex.org/I142934699"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yoonsuk Choi","raw_affiliation_strings":["Computer Engineering Program California State University,Fullerton, Fullerton, California"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Program California State University,Fullerton, Fullerton, California","institution_ids":["https://openalex.org/I142934699"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I142934699"],"apc_list":null,"apc_paid":null,"fwci":0.5261,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66213494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"0129","last_page":"0133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9987999796867371,"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":0.9987999796867371,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9882000088691711,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9707000255584717,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.7777215242385864},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.6741068363189697},{"id":"https://openalex.org/keywords/ideology","display_name":"Ideology","score":0.6366655230522156},{"id":"https://openalex.org/keywords/democracy","display_name":"Democracy","score":0.6321852207183838},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5578612685203552},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.5241689682006836},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.482216477394104},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.3845895528793335},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.33689582347869873},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.33090856671333313},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.2109302282333374},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.20584112405776978},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19821038842201233},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.15271693468093872},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.1334109902381897}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7777215242385864},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6741068363189697},{"id":"https://openalex.org/C158071213","wikidata":"https://www.wikidata.org/wiki/Q7257","display_name":"Ideology","level":3,"score":0.6366655230522156},{"id":"https://openalex.org/C555826173","wikidata":"https://www.wikidata.org/wiki/Q7174","display_name":"Democracy","level":3,"score":0.6321852207183838},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5578612685203552},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.5241689682006836},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.482216477394104},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.3845895528793335},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33689582347869873},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.33090856671333313},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.2109302282333374},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.20584112405776978},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19821038842201233},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.15271693468093872},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.1334109902381897},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccwc51732.2021.9376152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc51732.2021.9376152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 11th Annual Computing and Communication Workshop and Conference (CCWC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4699999988079071,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1973130006","https://openalex.org/W2021715735","https://openalex.org/W2935278756","https://openalex.org/W2990617726","https://openalex.org/W3011686354","https://openalex.org/W6922132263"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2341492732","https://openalex.org/W2358556841","https://openalex.org/W2393918707","https://openalex.org/W3187193180","https://openalex.org/W2347506984","https://openalex.org/W2356608624","https://openalex.org/W106542691","https://openalex.org/W2389874476","https://openalex.org/W2357886583"],"abstract_inverted_index":{"Sentiment":[0],"is":[1,95,135,143],"a":[2,15,37,51,144,156],"powerful":[3],"motivation":[4],"which":[5,83],"reflects":[6],"the":[7,19,32,40,43,54,93,113,116,130],"ideology":[8],"of":[9,23,56,82,118],"politicians.":[10],"Twitter":[11,35,89],"has":[12],"now":[13],"become":[14],"common":[16],"platform":[17],"for":[18,42,91,123,153],"United":[20],"States":[21],"members":[22,154],"Congress":[24],"to":[25,31],"express":[26],"and":[27,58,74,98,103,108,120,126,132,150],"proliferate":[28],"their":[29,75,127],"agenda":[30],"voter-base.":[33],"Does":[34],"play":[36],"role":[38],"in":[39,47],"outcome":[41],"Senate":[44],"race":[45],"elections":[46],"2020?":[48],"Is":[49],"there":[50,142],"relationship":[52],"between":[53,71,115,147],"sentiments":[55],"winners":[57],"losers":[59],"on":[60],"social":[61],"media?":[62],"In":[63],"this":[64],"paper,":[65],"we":[66],"analyze":[67],"these":[68],"key":[69,85],"relationships":[70],"incumbent":[72],"senators":[73,125],"challengers":[76,128],"from":[77,129],"over":[78],"thirty":[79],"states,":[80],"most":[81],"are":[84],"battleground":[86],"states.":[87],"The":[88],"feed":[90],"all":[92],"politicians":[94],"mined,":[96],"cleaned":[97],"analyzed":[99],"using":[100,106],"sentiment":[101,121,151],"analysis":[102],"statistical":[104],"modelling":[105],"Python":[107],"MATLAB.":[109],"We":[110,138],"find":[111],"that":[112,141],"difference":[114,146],"rate":[117,149],"tweet":[119,148],"scores":[122],"sitting":[124],"Republican":[131],"Democratic":[133],"party":[134],"significantly":[136],"different.":[137],"also":[139],"report":[140],"notable":[145],"score":[152],"within":[155],"party.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
