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Every project in digital and computational history of science starts with the collection of data. Depending on the research project, subject of study, and other factors, data can be comprised of a variety of different types such as full-texts, images, audio, video, or bibliographic metadata. Often publications and project reports describe a project’s results and the employed methods and algorithms, but few publications discuss the challenges of the initial data collection process or how it fits into the overall research data life cycle. In this paper, we discuss a concrete research data life cycle and take a look at the difficulties it involves. Furthermore, we explore the strategies and challenges of data collection, and the question of comparability of datasets.more » « less
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Damerow, Julia; Wintergrün, Dirk (, Isis)
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