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Data storytelling has received much attention lately, but as of yet, it does not have a theoretical and practical foundation in information science. A data story adds context, narrative, and structure to the visual representation of data, providing audiences with character, plot, and a holistic experience of narrative. This paper proposes a methodological approach to transform a data visualization into a data story based on the Data\u2010Information\u2010Knowledge\u2010Wisdom (DIKW) pyramid and the S\u2010DIKW Framework. Starting from the bottom of the pyramid, the proposed approach defines a strategy to represent insights extracted from data. Data is then turned into information by identifying character(s) facing a problem, adding textual and graphic content; information is turned into knowledge by organizing what happens as a plot. Finally, a call to wise action\u2014always informed by cultural and community values\u2014completes the storytelling transformation to create a data story. This article contributes to the theoretical understanding of data stories as emerging information forms, supporting richer understandings of a story as information in the information sciences.<\/jats:p>","DOI":"10.1002\/asi.24973","type":"journal-article","created":{"date-parts":[[2024,12,25]],"date-time":"2024-12-25T00:38:47Z","timestamp":1735087127000},"page":"803-818","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Using the S\u2010<scp>DIKW<\/scp> framework to transform data visualization into data storytelling"],"prefix":"10.1002","volume":"76","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5252-6966","authenticated-orcid":false,"given":"Angelica","family":"Lo Duca","sequence":"first","affiliation":[{"name":"Institute of Informatics and Telematics National Research Council  Pisa Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0581-5965","authenticated-orcid":false,"given":"Kate","family":"McDowell","sequence":"additional","affiliation":[{"name":"School of Information Sciences University of Illinois at Urbana Champaign  Champaign Illinois USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2024,12,24]]},"reference":[{"issue":"1","key":"e_1_2_9_2_1","first-page":"3","article-title":"From data to wisdom","volume":"16","author":"Ackoff R. 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