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Updated: Aug 28, 2025

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Missing data as data
Anahid Basiri1, Chris Brunsdon2
1School of Geographical and Earth Sciences, The University of Glasgow, Glasgow, G12 8QQ Glasgow, UK.
None:
Our "digified" lives have provided researchers with an unprecedented opportunity to study society at a much higher frequency and granularity. Such data can have a large sample size but can be sparse, biased, and exclusively contributed by the users of the technologies. We look at the increasing importance of missing data and under-representation and propose a new perspective that considers missing data as useful data to understand the underlying reasons for missingness and that provides a realistic view of the sample size of large but under-represented data.
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