{"id":"https://openalex.org/W4383533598","doi":"https://doi.org/10.1140/epjds/s13688-023-00401-w","title":"Design and analysis of tweet-based election models for the 2021 Mexican legislative election","display_name":"Design and analysis of tweet-based election models for the 2021 Mexican legislative election","publication_year":2023,"publication_date":"2023-07-07","ids":{"openalex":"https://openalex.org/W4383533598","doi":"https://doi.org/10.1140/epjds/s13688-023-00401-w"},"language":"en","primary_location":{"id":"doi:10.1140/epjds/s13688-023-00401-w","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-023-00401-w","pdf_url":"https://epjdatascience.springeropen.com/counter/pdf/10.1140/epjds/s13688-023-00401-w","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://epjdatascience.springeropen.com/counter/pdf/10.1140/epjds/s13688-023-00401-w","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089312556","display_name":"Alejandro Vigna-G\u00f3mez","orcid":"https://orcid.org/0000-0003-1817-3586"},"institutions":[{"id":"https://openalex.org/I1339813059","display_name":"Aspen Institute","ror":"https://ror.org/0174e3t82","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1339813059"]},{"id":"https://openalex.org/I4210103661","display_name":"Max Planck Institute for Astrophysics","ror":"https://ror.org/017qcv467","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210103661"]},{"id":"https://openalex.org/I4210111050","display_name":"Hospital Angeles Pedregal","ror":"https://ror.org/026as0d42","country_code":"MX","type":"healthcare","lineage":["https://openalex.org/I4210111050"]},{"id":"https://openalex.org/I4210143031","display_name":"Niels Brock","ror":"https://ror.org/03gzqe894","country_code":"DK","type":"education","lineage":["https://openalex.org/I4210143031"]}],"countries":["DE","DK","MX","US"],"is_corresponding":true,"raw_author_name":"Alejandro Vigna-G\u00f3mez","raw_affiliation_strings":["Max-Planck-Institut f\u00fcr Astrophysik, Karl-Schwarzschild-Str. 1, D-85748, Garching, Germany","Niels Bohr International Academy, Niels Bohr Institute, Blegdamsvej 17, DK-2100, Copenhagen, Denmark","The Aspen Institute M\u00e9xico, Av. Cd. Universitaria 298, Jardines del Pedregal,\u00c1lvaro Obreg\u00f3n, 01900, Mexico City, Mexico","Max-Planck-Institut f\u00fcr Astrophysik, Garching, Germany","Niels Bohr International Academy, Niels Bohr Institute, Copenhagen, Denmark","The Aspen Institute M\u00e9xico, Mexico City, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-1817-3586","affiliations":[{"raw_affiliation_string":"Max-Planck-Institut f\u00fcr Astrophysik, Karl-Schwarzschild-Str. 1, D-85748, Garching, Germany","institution_ids":["https://openalex.org/I4210103661"]},{"raw_affiliation_string":"Niels Bohr International Academy, Niels Bohr Institute, Blegdamsvej 17, DK-2100, Copenhagen, Denmark","institution_ids":[]},{"raw_affiliation_string":"The Aspen Institute M\u00e9xico, Av. Cd. Universitaria 298, Jardines del Pedregal,\u00c1lvaro Obreg\u00f3n, 01900, Mexico City, Mexico","institution_ids":["https://openalex.org/I4210111050"]},{"raw_affiliation_string":"Max-Planck-Institut f\u00fcr Astrophysik, Garching, Germany","institution_ids":["https://openalex.org/I4210103661"]},{"raw_affiliation_string":"Niels Bohr International Academy, Niels Bohr Institute, Copenhagen, Denmark","institution_ids":["https://openalex.org/I4210143031"]},{"raw_affiliation_string":"The Aspen Institute M\u00e9xico, Mexico City, Mexico","institution_ids":["https://openalex.org/I1339813059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032773072","display_name":"J. Murillo","orcid":"https://orcid.org/0000-0002-1386-5543"},"institutions":[{"id":"https://openalex.org/I1339813059","display_name":"Aspen Institute","ror":"https://ror.org/0174e3t82","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1339813059"]},{"id":"https://openalex.org/I4210111050","display_name":"Hospital Angeles Pedregal","ror":"https://ror.org/026as0d42","country_code":"MX","type":"healthcare","lineage":["https://openalex.org/I4210111050"]},{"id":"https://openalex.org/I4210139820","display_name":"Universidad de Norteam\u00e9rica","ror":"https://ror.org/03m69ak30","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210139820"]},{"id":"https://openalex.org/I4210147945","display_name":"Instituto de Salud del Estado de M\u00e9xico","ror":"https://ror.org/03z7zv664","country_code":"MX","type":"government","lineage":["https://openalex.org/I4210095685","https://openalex.org/I4210147945"]}],"countries":["MX","US"],"is_corresponding":false,"raw_author_name":"Javier Murillo","raw_affiliation_strings":["Ciencia de Datos & Tecnolog\u00eda, Metrics, Cd. Sat\u00e9lite, Naucalpan de Ju\u00e1rez, Juan Escutia 7, 53100, Estado de M\u00e9xico, Mexico","The Aspen Institute M\u00e9xico, Av. Cd. Universitaria 298, Jardines del Pedregal,\u00c1lvaro Obreg\u00f3n, 01900, Mexico City, Mexico","Ciencia de Datos & Tecnolog\u00eda, Estado de M\u00e9xico, Mexico","The Aspen Institute M\u00e9xico, Mexico City, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ciencia de Datos & Tecnolog\u00eda, Metrics, Cd. Sat\u00e9lite, Naucalpan de Ju\u00e1rez, Juan Escutia 7, 53100, Estado de M\u00e9xico, Mexico","institution_ids":["https://openalex.org/I4210139820"]},{"raw_affiliation_string":"The Aspen Institute M\u00e9xico, Av. Cd. Universitaria 298, Jardines del Pedregal,\u00c1lvaro Obreg\u00f3n, 01900, Mexico City, Mexico","institution_ids":["https://openalex.org/I4210111050"]},{"raw_affiliation_string":"Ciencia de Datos & Tecnolog\u00eda, Estado de M\u00e9xico, Mexico","institution_ids":["https://openalex.org/I4210147945"]},{"raw_affiliation_string":"The Aspen Institute M\u00e9xico, Mexico City, Mexico","institution_ids":["https://openalex.org/I1339813059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035718092","display_name":"Manelik Ramirez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139820","display_name":"Universidad de Norteam\u00e9rica","ror":"https://ror.org/03m69ak30","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210139820"]},{"id":"https://openalex.org/I4210147945","display_name":"Instituto de Salud del Estado de M\u00e9xico","ror":"https://ror.org/03z7zv664","country_code":"MX","type":"government","lineage":["https://openalex.org/I4210095685","https://openalex.org/I4210147945"]},{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Manelik Ramirez","raw_affiliation_strings":["Ciencia de Datos & Tecnolog\u00eda, Metrics, Cd. Sat\u00e9lite, Naucalpan de Ju\u00e1rez, Juan Escutia 7, 53100, Estado de M\u00e9xico, Mexico","Facultad de Ciencias, Universidad Nacional Aut\u00f3noma de M\u00e9xico, Investigaci\u00f3n Cient\u00edfica, Ciudad Universitaria, Coyoacan, 04510, Mexico City, Mexico","Ciencia de Datos & Tecnolog\u00eda, Estado de M\u00e9xico, Mexico","Facultad de Ciencias, Universidad Nacional Aut\u00f3noma de M\u00e9xico, Mexico City, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ciencia de Datos & Tecnolog\u00eda, Metrics, Cd. Sat\u00e9lite, Naucalpan de Ju\u00e1rez, Juan Escutia 7, 53100, Estado de M\u00e9xico, Mexico","institution_ids":["https://openalex.org/I4210139820"]},{"raw_affiliation_string":"Facultad de Ciencias, Universidad Nacional Aut\u00f3noma de M\u00e9xico, Investigaci\u00f3n Cient\u00edfica, Ciudad Universitaria, Coyoacan, 04510, Mexico City, Mexico","institution_ids":["https://openalex.org/I8961855"]},{"raw_affiliation_string":"Ciencia de Datos & Tecnolog\u00eda, Estado de M\u00e9xico, Mexico","institution_ids":["https://openalex.org/I4210147945"]},{"raw_affiliation_string":"Facultad de Ciencias, Universidad Nacional Aut\u00f3noma de M\u00e9xico, Mexico City, Mexico","institution_ids":["https://openalex.org/I8961855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009264743","display_name":"Alberto Borbolla","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139820","display_name":"Universidad de Norteam\u00e9rica","ror":"https://ror.org/03m69ak30","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210139820"]},{"id":"https://openalex.org/I4210147945","display_name":"Instituto de Salud del Estado de M\u00e9xico","ror":"https://ror.org/03z7zv664","country_code":"MX","type":"government","lineage":["https://openalex.org/I4210095685","https://openalex.org/I4210147945"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Alberto Borbolla","raw_affiliation_strings":["Ciencia de Datos & Tecnolog\u00eda, Metrics, Cd. Sat\u00e9lite, Naucalpan de Ju\u00e1rez, Juan Escutia 7, 53100, Estado de M\u00e9xico, Mexico","Ciencia de Datos & Tecnolog\u00eda, Estado de M\u00e9xico, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ciencia de Datos & Tecnolog\u00eda, Metrics, Cd. Sat\u00e9lite, Naucalpan de Ju\u00e1rez, Juan Escutia 7, 53100, Estado de M\u00e9xico, Mexico","institution_ids":["https://openalex.org/I4210139820"]},{"raw_affiliation_string":"Ciencia de Datos & Tecnolog\u00eda, Estado de M\u00e9xico, Mexico","institution_ids":["https://openalex.org/I4210147945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052366735","display_name":"Ian M\u00e1rquez","orcid":null},"institutions":[{"id":"https://openalex.org/I120753068","display_name":"Universidad La Salle","ror":"https://ror.org/05sr4vg14","country_code":"BO","type":"education","lineage":["https://openalex.org/I120753068"]},{"id":"https://openalex.org/I4210139820","display_name":"Universidad de Norteam\u00e9rica","ror":"https://ror.org/03m69ak30","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210139820"]},{"id":"https://openalex.org/I4210147945","display_name":"Instituto de Salud del Estado de M\u00e9xico","ror":"https://ror.org/03z7zv664","country_code":"MX","type":"government","lineage":["https://openalex.org/I4210095685","https://openalex.org/I4210147945"]},{"id":"https://openalex.org/I4210149727","display_name":"Universidad La Salle","ror":"https://ror.org/05c99rg80","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210149727"]}],"countries":["BO","MX"],"is_corresponding":false,"raw_author_name":"Ian M\u00e1rquez","raw_affiliation_strings":["Ciencia de Datos & Tecnolog\u00eda, Metrics, Cd. Sat\u00e9lite, Naucalpan de Ju\u00e1rez, Juan Escutia 7, 53100, Estado de M\u00e9xico, Mexico","Facultad de Negocios, Universidad La Salle M\u00e9xico, Benjam\u00edn Franklin 45 Col. Condesa, Del. Cuauht\u00e9moc, 06140, Mexico City, Mexico","Ciencia de Datos & Tecnolog\u00eda, Estado de M\u00e9xico, Mexico","Facultad de Negocios, Universidad La Salle M\u00e9xico, Mexico City, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ciencia de Datos & Tecnolog\u00eda, Metrics, Cd. Sat\u00e9lite, Naucalpan de Ju\u00e1rez, Juan Escutia 7, 53100, Estado de M\u00e9xico, Mexico","institution_ids":["https://openalex.org/I4210139820"]},{"raw_affiliation_string":"Facultad de Negocios, Universidad La Salle M\u00e9xico, Benjam\u00edn Franklin 45 Col. Condesa, Del. Cuauht\u00e9moc, 06140, Mexico City, Mexico","institution_ids":["https://openalex.org/I120753068"]},{"raw_affiliation_string":"Ciencia de Datos & Tecnolog\u00eda, Estado de M\u00e9xico, Mexico","institution_ids":["https://openalex.org/I4210147945"]},{"raw_affiliation_string":"Facultad de Negocios, Universidad La Salle M\u00e9xico, Mexico City, Mexico","institution_ids":["https://openalex.org/I4210149727"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072063887","display_name":"Prasun K. Ray","orcid":"https://orcid.org/0000-0003-1946-4617"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Prasun K. Ray","raw_affiliation_strings":["Department of Mathematics, Imperial College London, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5089312556"],"corresponding_institution_ids":["https://openalex.org/I1339813059","https://openalex.org/I4210103661","https://openalex.org/I4210111050","https://openalex.org/I4210143031"],"apc_list":{"value":1690,"currency":"USD","value_usd":1690},"apc_paid":{"value":1690,"currency":"USD","value_usd":1690},"fwci":0.9353,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80310453,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"12","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9994000196456909,"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/T10557","display_name":"Social Media and Politics","score":0.9990000128746033,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.998199999332428,"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/polling","display_name":"Polling","score":0.779586911201477},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.584789514541626},{"id":"https://openalex.org/keywords/legislature","display_name":"Legislature","score":0.547092854976654},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5214723348617554},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5161872506141663},{"id":"https://openalex.org/keywords/general-election","display_name":"General election","score":0.5128121972084045},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.5069580078125},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.4641519784927368},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4427640438079834},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.43859967589378357},{"id":"https://openalex.org/keywords/census","display_name":"Census","score":0.43278127908706665},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4268590807914734},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.41866394877433777},{"id":"https://openalex.org/keywords/public-opinion","display_name":"Public opinion","score":0.4141283631324768},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3810650408267975},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.33461493253707886},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.3207944929599762},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.2826685607433319},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21170490980148315},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.1912097930908203},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15213307738304138}],"concepts":[{"id":"https://openalex.org/C204854418","wikidata":"https://www.wikidata.org/wiki/Q1362921","display_name":"Polling","level":2,"score":0.779586911201477},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.584789514541626},{"id":"https://openalex.org/C83009810","wikidata":"https://www.wikidata.org/wiki/Q11204","display_name":"Legislature","level":2,"score":0.547092854976654},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5214723348617554},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5161872506141663},{"id":"https://openalex.org/C59742305","wikidata":"https://www.wikidata.org/wiki/Q1076105","display_name":"General election","level":3,"score":0.5128121972084045},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.5069580078125},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.4641519784927368},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4427640438079834},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.43859967589378357},{"id":"https://openalex.org/C52130261","wikidata":"https://www.wikidata.org/wiki/Q39825","display_name":"Census","level":3,"score":0.43278127908706665},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4268590807914734},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.41866394877433777},{"id":"https://openalex.org/C134698397","wikidata":"https://www.wikidata.org/wiki/Q17946","display_name":"Public opinion","level":3,"score":0.4141283631324768},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3810650408267975},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.33461493253707886},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3207944929599762},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2826685607433319},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21170490980148315},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.1912097930908203},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15213307738304138},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1140/epjds/s13688-023-00401-w","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-023-00401-w","pdf_url":"https://epjdatascience.springeropen.com/counter/pdf/10.1140/epjds/s13688-023-00401-w","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a1be7ab55c18456aab4eaa6cd1a5e890","is_oa":true,"landing_page_url":"https://doaj.org/article/a1be7ab55c18456aab4eaa6cd1a5e890","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EPJ Data Science, Vol 12, Iss 1, Pp 1-17 (2023)","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/3bf74e34-5ab9-4532-9cb4-bf7cd84f1632","is_oa":true,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/3bf74e34-5ab9-4532-9cb4-bf7cd84f1632","pdf_url":null,"source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Vigna-G\u00f3mez , A , Murillo , J , Ramirez , M , Borbolla , A , M\u00e1rquez , I & Ray , P K 2023 , ' Design and analysis of tweet-based election models for the 2021 Mexican legislative election ' , EPJ Data Science , vol. 12 , no. 1 , 23 . https://doi.org/10.1140/epjds/s13688-023-00401-w","raw_type":"article"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/105313","is_oa":true,"landing_page_url":"http://hdl.handle.net/10044/1/105313","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"17","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1140/epjds/s13688-023-00401-w","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-023-00401-w","pdf_url":"https://epjdatascience.springeropen.com/counter/pdf/10.1140/epjds/s13688-023-00401-w","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4383533598.pdf"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1590495275","https://openalex.org/W1857977105","https://openalex.org/W1910792200","https://openalex.org/W1991015079","https://openalex.org/W2005499496","https://openalex.org/W2033198212","https://openalex.org/W2041223402","https://openalex.org/W2120996730","https://openalex.org/W2122369144","https://openalex.org/W2126164508","https://openalex.org/W2154321364","https://openalex.org/W2163179583","https://openalex.org/W2262972580","https://openalex.org/W2334158844","https://openalex.org/W2507782706","https://openalex.org/W2595521492","https://openalex.org/W2792307011","https://openalex.org/W2805100694","https://openalex.org/W2886208813","https://openalex.org/W2913649461","https://openalex.org/W2947145950","https://openalex.org/W2950859079","https://openalex.org/W2972337982","https://openalex.org/W2999057584","https://openalex.org/W3021204052","https://openalex.org/W3037448378","https://openalex.org/W3043892524","https://openalex.org/W3046950317","https://openalex.org/W3083755954","https://openalex.org/W3099737066","https://openalex.org/W3104758113","https://openalex.org/W3106390308","https://openalex.org/W3120906435","https://openalex.org/W3121431905","https://openalex.org/W3123712780","https://openalex.org/W3128282934","https://openalex.org/W3135094997","https://openalex.org/W3138302154","https://openalex.org/W3141683523","https://openalex.org/W3162517392","https://openalex.org/W3168867901","https://openalex.org/W3186413058","https://openalex.org/W3189430485","https://openalex.org/W3201846541","https://openalex.org/W3209095213","https://openalex.org/W3210402756","https://openalex.org/W3211072360","https://openalex.org/W4213331088","https://openalex.org/W4220790135","https://openalex.org/W4255013595","https://openalex.org/W4311632592","https://openalex.org/W4393829486","https://openalex.org/W6894036560"],"related_works":["https://openalex.org/W4393179257","https://openalex.org/W4205624458","https://openalex.org/W2987499578","https://openalex.org/W2462076241","https://openalex.org/W2076641224","https://openalex.org/W4230797417","https://openalex.org/W629683899","https://openalex.org/W2152638058","https://openalex.org/W3147091978","https://openalex.org/W586894974"],"abstract_inverted_index":{"Abstract":[0],"Modelling":[1],"and":[2,21,42,58,135,155,159,192],"forecasting":[3,161],"real-life":[4],"human":[5],"behaviour":[6],"using":[7,121],"online":[8,148,209],"social":[9,44],"media":[10],"is":[11,181],"an":[12,215],"active":[13],"endeavour":[14],"of":[15,53,62,75,88,129,146,218],"interest":[16],"in":[17,26,72,93,169,195,206],"politics,":[18],"government,":[19],"academia,":[20],"industry.":[22],"Since":[23],"its":[24],"creation":[25],"2006,":[27],"Twitter":[28,54,176],"has":[29,55],"been":[30,56],"proposed":[31],"as":[32],"a":[33,86,204],"potential":[34],"laboratory":[35],"that":[36,105,119,144,156,200],"could":[37],"be":[38],"used":[39],"to":[40,109],"gauge":[41],"predict":[43],"behaviour.":[45,220],"During":[46],"the":[47,50,63,73,76,94,111,115,127,130,170,174],"last":[48],"decade,":[49],"user":[51,70],"base":[52,71],"growing":[57],"becoming":[59],"more":[60],"representative":[61],"general":[64,160],"population.":[65],"Here":[66],"we":[67,84,201],"analyse":[68],"this":[69],"context":[74],"2021":[77],"Mexican":[78],"Legislative":[79],"Election.":[80],"To":[81],"do":[82],"so,":[83],"use":[85],"dataset":[87,177],"15":[89],"million":[90],"election-related":[91],"tweets":[92],"six":[95],"months":[96],"preceding":[97],"election":[98,103,131],"day.":[99],"We":[100,117],"explore":[101],"different":[102],"models":[104,120],"assign":[106],"political":[107,157],"preference":[108],"either":[110],"ruling":[112],"parties":[113],"or":[114],"opposition.":[116],"find":[118],"data":[122,149,168,189],"with":[123,132,178,184],"geographical":[124,179],"attributes":[125,180],"determine":[126],"results":[128,142,185],"better":[133],"precision":[134],"accuracy":[136],"than":[137],"conventional":[138,152],"polling":[139,153],"methods.":[140],"These":[141,197],"demonstrate":[143],"analysis":[145,158],"public":[147],"can":[150,213],"outperform":[151],"methods,":[154],"would":[162],"likely":[163],"benefit":[164],"from":[165,186],"incorporating":[166],"such":[167],"immediate":[171],"future.":[172],"Moreover,":[173],"same":[175],"positively":[182],"correlated":[183],"official":[187],"census":[188],"on":[190],"population":[191],"internet":[193],"usage":[194],"Mexico.":[196],"findings":[198],"suggest":[199],"have":[202],"reached":[203],"period":[205],"time":[207],"when":[208],"activity,":[210],"appropriately":[211],"curated,":[212],"provide":[214],"accurate":[216],"representation":[217],"offline":[219]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2023-07-08T00:00:00"}