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However, the underlying texts can also be used for data analysis and distant reading, if the documents are available as data. Such data is usable for creating intelligent user interfaces to biographical data, including Digital Humanities tooling for visualizations, data analysis, and knowledge discovery in biographical and prosopographical research. In this paper, we re-use biographical collection data from a historiographical perspective for analyzing the underlying collection. For example: What kind of people have been included in the collection? Does the language used for describing female biographees differ from that for men? As a case study, the Finnish National Biography, available as part of the Linked Open Data service and semantic portal\n                    <jats:italic toggle=\"yes\">BiographySampo \u2013 Finnish Biographies on the Semantic Web<\/jats:italic>\n                    is used. The analyses show interesting results related to, e.g., how specific prosopographical groups, such as women or professional groups are represented and portrayed. Various novel statistics and network analyses of the biographees are presented. Our analyses give new insights to the editors of the National Biography as well as to researchers in biography, prosopography, and historiography. The presented approach can be applied also to similar biography collections in other countries.\n                  <\/jats:p>","DOI":"10.3233\/sw-222887","type":"journal-article","created":{"date-parts":[[2022,8,30]],"date-time":"2022-08-30T12:09:11Z","timestamp":1661861351000},"page":"385-419","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":6,"title":["Analyzing biography collections historiographically as Linked Data: Case National Biography of Finland"],"prefix":"10.1177","volume":"14","author":[{"given":"Minna","family":"Tamper","sequence":"first","affiliation":[{"name":"Aalto University","place":["Finland"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Petri","family":"Leskinen","sequence":"additional","affiliation":[{"name":"Aalto University","place":["Finland"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eero","family":"Hyv\u00f6nen","sequence":"additional","affiliation":[{"name":"Aalto University","place":["Finland"]},{"name":"University of Helsinki","place":["Finland"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Risto","family":"Valjus","sequence":"additional","affiliation":[{"name":"The Finnish Literature Society","place":["Finland"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kirsi","family":"Keravuori","sequence":"additional","affiliation":[{"name":"The Finnish Literature Society","place":["Finland"]}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2022,8,30]]},"reference":[{"key":"e_1_3_2_2_2","unstructured":"\u00c1.Z.Bern\u00e1d and M.Kaiser The biographical formula: Types and dimensions of biographical networks in: Proceedings of the Second Conference on Biographical Data in a Digital World 2017 Linz Austria November 6\u20137 2017 CEUR Workshop Proceedings Vol. 2119 2018."},{"key":"e_1_3_2_3_2","unstructured":"\u00da.Bhreathnach C.Burke J.M.Fhinn G.\u00d3.Cleirc\u00edn and B.\u00d3.Raghallaigh A quantitative analysis of biographical data from Ainm the Irish-language Biographical Database 2019 presented at the 3rd Conference on Biographical Data in a Digital World (BD 2019) http:\/\/doras.dcu.ie\/23774\/1\/Ainm%20BD%20FINAL.docx.pdf."},{"key":"e_1_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.1145\/1052934.1052938"},{"key":"e_1_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1016\/s0169-7552(98)00110-x"},{"key":"e_1_3_2_6_2","doi-asserted-by":"publisher","unstructured":"C.Chiarcos and C.F\u00e4th CoNLL-RDF: Linked corpora done in an NLP-friendly way in: Language Data and Knowledge First International Conference LDK 2017 Proceedings Galway Ireland June 19\u201320 2017 LNAI Vol. 10318 Springer Cham 2017 pp. 74\u201388. doi:10.1007\/978-3-319-59888-8_6.","DOI":"10.1007\/978-3-319-59888-8_6"},{"key":"e_1_3_2_7_2","unstructured":"A.Fokkens S.ter Braake N.Ockeloen P.Vossen S.Leg\u00eane G.Schreiber and V.de Boer BiographyNet: Extracting relations between people and events in: Europa Baut Auf Biographien New Academic Press Berlin Germany 2017 pp. 193\u2013224."},{"key":"e_1_3_2_8_2","unstructured":"A.Fokkens S.ter Braake R.Sluijter P.Arthur and E.Wandl-Vogt (eds) BD-2017 Biographical Data in a Digital World 2017 CEUR Workshop Proceedings Vol. 2119 2017."},{"key":"e_1_3_2_9_2","doi-asserted-by":"publisher","DOI":"10.3233\/sw-160240"},{"key":"e_1_3_2_10_2","unstructured":"V.Gunter S.Matthias and G.Vogeler Data exchange in practice: Towards a prosopographical API (preprint) in: Proceedings of the Third Conference on Biographical Data in a Digital World (BD 2019) Varna Bulgaria September 2019 2019."},{"key":"e_1_3_2_11_2","unstructured":"H.Hakosalo S.Jalagin M.Junila and H.Kurvinen in: Historiallinen el\u00e4m\u00e4 \u2013 Biografia ja historiantutkimus Suomalaisen Kirjallisuuden Seura (SKS) Helsinki 2014 pp. 1\u2013342."},{"key":"e_1_3_2_12_2","doi-asserted-by":"publisher","unstructured":"A.Hashmi F.Zaidi A.Sallaberry and T.Mehmood Are all social networks structurally similar? 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