{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T09:31:59Z","timestamp":1777455119082,"version":"3.51.4"},"reference-count":17,"publisher":"SAGE Publications","issue":"2","license":[{"start":{"date-parts":[[2021,7,1]],"date-time":"2021-07-01T00:00:00Z","timestamp":1625097600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"funder":[{"DOI":"10.13039\/100010663","name":"H2020 European Research Council","doi-asserted-by":"publisher","award":["834540"],"award-info":[{"award-number":["834540"]}],"id":[{"id":"10.13039\/100010663","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Big Data &amp; Society"],"published-print":{"date-parts":[[2021,7]]},"abstract":"<jats:p>For better and worse, our world has been transformed by Big Data. To understand digital traces generated by individuals, we need to design multidisciplinary approaches that combine social and data science. Data and social scientists face the challenge of effectively building upon each other\u2019s approaches to overcome the limitations inherent in each side. Here, we offer a \u201cdata science perspective\u201d on the challenges that arise when working to establish this interdisciplinary environment. We discuss how we perceive the differences and commonalities of the questions we ask to understand digital behaviors (including how we answer them), and how our methods may complement each other. Finally, we describe what a path toward common ground between these fields looks like when viewed from data science.<\/jats:p>","DOI":"10.1177\/20539517211040198","type":"journal-article","created":{"date-parts":[[2021,9,15]],"date-time":"2021-09-15T12:59:03Z","timestamp":1631710743000},"update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":3,"title":["A view from data science"],"prefix":"10.1177","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0842-7987","authenticated-orcid":false,"given":"Anna","family":"Sapienza","sequence":"first","affiliation":[{"name":"Copenhagen Center for Social Data Science, University of Copenhagen, Denmark"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6099-2345","authenticated-orcid":false,"given":"Sune","family":"Lehmann","sequence":"additional","affiliation":[{"name":"Department of Applied Mathematics and Computer Science, Technical University of Denmark, Denmark"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2021,9,15]]},"reference":[{"key":"bibr1-20539517211040198","doi-asserted-by":"publisher","DOI":"10.1177\/2053951714543908"},{"key":"bibr2-20539517211040198","unstructured":"Breslin SD, Enggaard TR, Blok A, et al. (2020) How we tweet about coronavirus, and why: A computational anthropological mapping of political attention on Danish Twitter during the covid-19 pandemic. In:\n                      The COVID-19 Forum III. University of St. Andrews\n                      , volume 18."},{"key":"bibr3-20539517211040198","doi-asserted-by":"publisher","DOI":"10.1038\/nature04292"},{"key":"bibr4-20539517211040198","doi-asserted-by":"publisher","DOI":"10.1038\/nature18315"},{"key":"bibr5-20539517211040198","doi-asserted-by":"publisher","DOI":"10.4324\/9781315242804"},{"key":"bibr6-20539517211040198","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2013.08.008"},{"key":"bibr7-20539517211040198","volume-title":"Planning for Big Data","author":"Dumbill E","year":"2012"},{"issue":"2011","key":"bibr8-20539517211040198","first-page":"1","volume":"1142","author":"Gantz J","year":"2011","journal-title":"IDC iview"},{"key":"bibr9-20539517211040198","doi-asserted-by":"publisher","DOI":"10.1038\/470018a"},{"key":"bibr10-20539517211040198","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pbio.1002106"},{"key":"bibr11-20539517211040198","doi-asserted-by":"publisher","DOI":"10.1126\/science.1167742"},{"key":"bibr12-20539517211040198","doi-asserted-by":"publisher","DOI":"10.1287\/isre.14.3.221.16560"},{"key":"bibr13-20539517211040198","author":"Milner S","year":"2018","journal-title":"Physics Today"},{"key":"bibr14-20539517211040198","volume-title":"Bit by bit: Social research in the digital age","author":"Salgnaik MJ","year":"2019"},{"key":"bibr15-20539517211040198","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1602803113"},{"key":"bibr16-20539517211040198","doi-asserted-by":"publisher","DOI":"10.1177\/0002716215572084"},{"key":"bibr17-20539517211040198","doi-asserted-by":"publisher","DOI":"10.1016\/j.respol.2017.06.006"}],"container-title":["Big Data &amp; Society"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/20539517211040198","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.1177\/20539517211040198","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/20539517211040198","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T12:58:20Z","timestamp":1777381100000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.1177\/20539517211040198"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7]]},"references-count":17,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2021,7]]}},"alternative-id":["10.1177\/20539517211040198"],"URL":"https:\/\/doi.org\/10.1177\/20539517211040198","relation":{},"ISSN":["2053-9517","2053-9517"],"issn-type":[{"value":"2053-9517","type":"print"},{"value":"2053-9517","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,7]]},"article-number":"20539517211040198"}}