Ethics, Analytics and the Duty of Care ~ Data Manipulation
Data Manipulation
Manipulating, processing, cleansing and combining data for further analysis or use. Automation of complex manipulation on large data volumes... covers reformatting, cleansing and combining of data from different sources for further analysis, storage or use. This includes simple processes to check and transform data, through to automating complex manipulation of large data volumes. This excludes analysis, in-depth domain knowledge and ongoing management of datasets (Heeley & Wilkinson, 2018).
Relevant Links
These links are typically articles defining data literacy that include this theme in their definition.
L. Heeley, S. Wilkinson, Joint Nature Conservation Committee, Antti Poikola, Gov.uk, 2018;, Chantel Ridsdale, et.al., Dalhousie University, Proceedings of the Doctoral Consortium of Sixteenth European Conference on Technology Enhanced Learning, 2015;, Databilities, et.al., Data to the People, Proceedings of the Doctoral Consortium of Sixteenth European Conference on Technology Enhanced Learning, 2020;, Annika Wolff, Daniel Gooch, Jose J. Cavero Montaner, Umar Rashid, Gerd Kortuem, Canada.ca, 2016;, Helena Sternkopf, Roland M. Mueller, Department of National Defence, University of Hawai'i at Manoa, Proceedings of the 51st Hawaii International Conference on System Sciences, 2018;, Andreas Grillenberger, Ralf Romeike, Kateryna Maltseva Reiby, Proceedings of the 13th Workshop in Primary and Secondary Computing Education, Safegraph, 2018;, Australian Public Service Commission, Christian Fieseler, Government of Australia, The Information Society, 2021;, Dave Wells, Christian Fieseler, Eckerson Group, The Information Society, 2022;