{"id":"https://openalex.org/W4406906493","doi":"https://doi.org/10.1140/epjds/s13688-025-00522-4","title":"Connectivity and community structure of online and register-based social networks","display_name":"Connectivity and community structure of online and register-based social networks","publication_year":2025,"publication_date":"2025-01-28","ids":{"openalex":"https://openalex.org/W4406906493","doi":"https://doi.org/10.1140/epjds/s13688-025-00522-4"},"language":"en","primary_location":{"id":"doi:10.1140/epjds/s13688-025-00522-4","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-025-00522-4","pdf_url":"https://epjdatascience.springeropen.com/counter/pdf/10.1140/epjds/s13688-025-00522-4","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","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/s13688-025-00522-4","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5099582938","display_name":"M\u00e1rton Menyh\u00e9rt","orcid":null},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]},{"id":"https://openalex.org/I210716285","display_name":"University of Applied Sciences Leiden","ror":"https://ror.org/0093src13","country_code":"NL","type":"education","lineage":["https://openalex.org/I210716285"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"M\u00e1rton Menyh\u00e9rt","raw_affiliation_strings":["Leiden University, Einsteinweg 55, 2333 CC, Leiden, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Leiden University, Einsteinweg 55, 2333 CC, Leiden, The Netherlands","institution_ids":["https://openalex.org/I121797337","https://openalex.org/I210716285"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072156055","display_name":"Eszter Bok\u00e1nyi","orcid":"https://orcid.org/0000-0002-8625-1139"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Eszter Bok\u00e1nyi","raw_affiliation_strings":["University of Amsterdam, Roetersstraat 11, 1018 WB, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Roetersstraat 11, 1018 WB, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099582939","display_name":"Rense Corten","orcid":null},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Rense Corten","raw_affiliation_strings":["Utrecht University, Padualaan 14, 3584 CH, Utrecht, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Utrecht University, Padualaan 14, 3584 CH, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010373001","display_name":"Eelke M. Heemskerk","orcid":"https://orcid.org/0000-0001-7356-5318"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Eelke M. Heemskerk","raw_affiliation_strings":["University of Amsterdam, Roetersstraat 11, 1018 WB, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Roetersstraat 11, 1018 WB, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078117465","display_name":"Yuliia Kazmina","orcid":"https://orcid.org/0000-0002-1292-2497"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Yuliia Kazmina","raw_affiliation_strings":["University of Amsterdam, Roetersstraat 11, 1018 WB, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Roetersstraat 11, 1018 WB, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032475130","display_name":"Frank W. Takes","orcid":"https://orcid.org/0000-0001-5468-1030"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]},{"id":"https://openalex.org/I210716285","display_name":"University of Applied Sciences Leiden","ror":"https://ror.org/0093src13","country_code":"NL","type":"education","lineage":["https://openalex.org/I210716285"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Frank W. Takes","raw_affiliation_strings":["Leiden University, Einsteinweg 55, 2333 CC, Leiden, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Leiden University, Einsteinweg 55, 2333 CC, Leiden, The Netherlands","institution_ids":["https://openalex.org/I121797337","https://openalex.org/I210716285"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5099582938"],"corresponding_institution_ids":["https://openalex.org/I121797337","https://openalex.org/I210716285"],"apc_list":{"value":1190,"currency":"GBP","value_usd":1459},"apc_paid":{"value":1190,"currency":"GBP","value_usd":1459},"fwci":2.7622,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87924243,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"14","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9988999962806702,"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/T10557","display_name":"Social Media and Politics","score":0.9933000206947327,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/register","display_name":"Register (sociolinguistics)","score":0.7583009004592896},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5843756198883057},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.4187716841697693},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.4147884249687195},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4097352921962738},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3814582824707031},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3457793593406677},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19360658526420593},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14841657876968384},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11528190970420837}],"concepts":[{"id":"https://openalex.org/C2779235478","wikidata":"https://www.wikidata.org/wiki/Q286576","display_name":"Register (sociolinguistics)","level":2,"score":0.7583009004592896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5843756198883057},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.4187716841697693},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.4147884249687195},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4097352921962738},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3814582824707031},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3457793593406677},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19360658526420593},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14841657876968384},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11528190970420837},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1140/epjds/s13688-025-00522-4","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-025-00522-4","pdf_url":"https://epjdatascience.springeropen.com/counter/pdf/10.1140/epjds/s13688-025-00522-4","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},{"id":"pmh:oai:dare.uva.nl:publications/2ccb0a7c-a6ae-4753-95a3-6408af9f81aa","is_oa":false,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/connectivity-and-community-structure-of-online-and-registerbased-social-networks(2ccb0a7c-a6ae-4753-95a3-6408af9f81aa).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Menyh\u00e9rt, M, Bok\u00e1nyi, E, Corten, R, Heemskerk, E M, Kazmina, Y & Takes, F W 2025, 'Connectivity and community structure of online and register-based social networks', EPJ Data Science, vol. 14, 8. https://doi.org/10.1140/epjds/s13688-025-00522-4","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:dare.uva.nl:openaire/2ccb0a7c-a6ae-4753-95a3-6408af9f81aa","is_oa":false,"landing_page_url":"https://hdl.handle.net/11245.1/2ccb0a7c-a6ae-4753-95a3-6408af9f81aa","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Menyh\u00e9rt, M, Bok\u00e1nyi, E, Corten, R, Heemskerk, E M, Kazmina, Y & Takes, F W 2025, 'Connectivity and community structure of online and register-based social networks', EPJ Data Science, vol. 14, 8. https://doi.org/10.1140/epjds/s13688-025-00522-4","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:d0c9b7359d4043b6bb3e63880448ef69","is_oa":true,"landing_page_url":"https://doaj.org/article/d0c9b7359d4043b6bb3e63880448ef69","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EPJ Data Science, Vol 14, Iss 1, Pp 1-19 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1140/epjds/s13688-025-00522-4","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-025-00522-4","pdf_url":"https://epjdatascience.springeropen.com/counter/pdf/10.1140/epjds/s13688-025-00522-4","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406906493.pdf","grobid_xml":"https://content.openalex.org/works/W4406906493.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W1519178082","https://openalex.org/W1599541430","https://openalex.org/W1867567124","https://openalex.org/W1971421925","https://openalex.org/W1996221647","https://openalex.org/W2011261152","https://openalex.org/W2037087844","https://openalex.org/W2070746915","https://openalex.org/W2071869259","https://openalex.org/W2075557508","https://openalex.org/W2078087818","https://openalex.org/W2113054345","https://openalex.org/W2113762652","https://openalex.org/W2115785474","https://openalex.org/W2122710250","https://openalex.org/W2127048411","https://openalex.org/W2130354913","https://openalex.org/W2131681506","https://openalex.org/W2141113219","https://openalex.org/W2151936673","https://openalex.org/W2152428018","https://openalex.org/W2159397589","https://openalex.org/W2162450625","https://openalex.org/W2166692930","https://openalex.org/W2199592881","https://openalex.org/W2250844151","https://openalex.org/W2561164645","https://openalex.org/W2733035965","https://openalex.org/W2742510161","https://openalex.org/W2887089210","https://openalex.org/W2890102673","https://openalex.org/W2905177337","https://openalex.org/W2912617878","https://openalex.org/W2951271819","https://openalex.org/W2963099989","https://openalex.org/W2963352328","https://openalex.org/W2975230318","https://openalex.org/W3021429802","https://openalex.org/W3099768174","https://openalex.org/W3102641634","https://openalex.org/W3109271945","https://openalex.org/W3126033509","https://openalex.org/W3130399897","https://openalex.org/W3167741724","https://openalex.org/W3173730528","https://openalex.org/W3189713759","https://openalex.org/W4289222991","https://openalex.org/W4289224897","https://openalex.org/W4293052867","https://openalex.org/W4300545823","https://openalex.org/W4306763502","https://openalex.org/W4379513524","https://openalex.org/W4379961839","https://openalex.org/W4387503280","https://openalex.org/W4389918297","https://openalex.org/W4392109580","https://openalex.org/W4394986994","https://openalex.org/W4403706447"],"related_works":["https://openalex.org/W4312941541","https://openalex.org/W2361019053","https://openalex.org/W2071125430","https://openalex.org/W624979004","https://openalex.org/W4238987864","https://openalex.org/W4232669059","https://openalex.org/W2064119831","https://openalex.org/W1606827233","https://openalex.org/W2224948060","https://openalex.org/W2027480766"],"abstract_inverted_index":{"The":[0,193],"dominance":[1],"of":[2,33,43,57,71,95,120,132,160,169,182,221],"online":[3,46],"social":[4,12,47,54,209,218],"media":[5],"data":[6],"as":[7,188],"a":[8,52],"source":[9],"for":[10,103],"large-scale":[11],"network":[13,35,48,55,219],"studies":[14,205],"has":[15],"recently":[16],"been":[17],"challenged":[18],"by":[19,83],"networks":[20,75,135,210],"constructed":[21],"from":[22,203],"state-curated":[23],"register":[24],"data.":[25],"In":[26],"this":[27,197],"paper":[28],"focused":[29],"on":[30],"the":[31,34,39,44,58,69,72,84,88,117,129,133,161,180,189,217],"cross-comparison":[32],"structures,":[36],"we":[37,63,123],"investigate":[38],"similarities":[40],"and":[41,51,61,68,86,106,138,174],"differences":[42],"Dutch":[45,190],"(OSN)":[49],"Hyves":[50],"register-based":[53,208],"(RSN)":[56],"Netherlands.":[59],"First":[60],"foremost,":[62],"find":[64],"that":[65,110,128,139],"node":[66],"metrics":[67],"connectivity":[70],"two":[73,112,134],"population-scale":[74],"are":[76,211],"similar,":[77],"with":[78,87],"more":[79],"long-distance":[80],"ties":[81,90],"captured":[82],"OSN,":[85],"OSN":[89],"proving":[91],"to":[92,115,151,213],"be":[93,116],"predictive":[94],"RSN":[96],"ties.":[97],"These":[98],"results":[99,202],"hold":[100],"when":[101],"correcting":[102],"population":[104,173],"size":[105],"geographical":[107,144],"distance,":[108],"notwithstanding":[109],"these":[111],"factors":[113],"appear":[114,150],"main":[118],"drivers":[119],"connectivity.":[121],"Second,":[122],"show":[124],"using":[125],"multiple":[126],"algorithms":[127],"community":[130],"structure":[131,220],"is":[136],"similar":[137],"neither":[140],"follows":[141],"strict":[142],"administrative":[143],"delineations":[145],"(e.g.,":[146],"provinces).":[147],"Instead,":[148],"communities":[149,177,186],"either":[152],"center":[153],"around":[154],"large":[155,167],"metropolitan":[156],"areas":[157],"or,":[158],"outside":[159],"country\u2019s":[162],"most":[163],"urbanized":[164],"area,":[165],"comprise":[166],"blocks":[168],"interdependent":[170],"municipalities.":[171],"Beyond":[172],"distance-related":[175],"patterns,":[176],"also":[178],"highlight":[179],"persistence":[181],"deeply":[183],"rooted":[184],"sociocultural":[185],"such":[187],"Bible":[191],"belt.":[192],"findings":[194],"presented":[195],"in":[196,200,206],"work":[198],"aid":[199],"interpreting":[201],"future":[204],"which":[207],"used":[212],"obtain":[214],"insights":[215],"into":[216],"an":[222],"entire":[223],"population.":[224]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
