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Data warehouse modeling is a complex task, which involves knowledge of business processes of the domain of discourse, understanding the structural and behavioral system's conceptual model, and familiarity with data warehouse technologies.
My familiarity with data in the context of societal issues had been limited to a few interactions with the leadership of MIT Media Lab, and a 2015 The Wall Street Journal column that I wrote entitled Tracing Some of Big Data's Big Paradoxes, which discussed some of the thornier issues around Big Data risks as articulated by Neil M. Richards, Professor of Law at Washington University in St . Louis
While familiarity with data and science might be a given for the pair, how have they taken to their new roles as art curators of sorts?
Familiarity with data management and computer literacy were additional criteria for the data clerk.
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We will use framework methodology to aid data management, gain familiarity with the data and identify themes and categories to explore further.
A significant challenge was that students and supervisors lacked familiarity with longitudinal data generally and Agincourt HDSS data specifically.
Reading and re-reading of the interview transcripts and listening to interview recordings to build familiarity with the data enabled immersion in the data.
The discrepancy in data decreased and precision increased significantly on reported data over time, which may be due to an increased familiarity with the data capturing system.
To help achieve this, we used an Excel spreadsheet to aid initial data management and support a preliminary framework analysis to gain familiarity with the data, and Atlas Ti qualitative software for a more detailed thematic analysis, again chiefly to gain familiarity with the data before going on to apply the strong structuration theory approach shown in Table 1.
This meant that meetings could draw on the authors' detailed familiarity with the data, the databases and understanding of the three studies' questions and most importantly, the care home contexts and how data was co-constructed between participants and researchers [ 27].
The only prerequisite is a thorough familiarity with fundamental data structures (CS 61B or the equivalent).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com