Data analysis reveals insights from over 100M records using sampling methods, suggesting effective strategies for large datasets.
At Crossref Labs, we often come across interesting research questions and try to answer them by analyzing our data. Depending on the nature of the experiment, processing over 100M records might be time-consuming or even impossible. In those dark moments we turn to sampling and statistical tools.
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Dominika Tkaczyk (2018) studied this question.
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