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Same Stats, Different Graphs: Exploring the Space of Graphs in Terms of Graph Properties

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Published in 2021 at "IEEE Transactions on Visualization and Computer Graphics"

DOI: 10.1109/tvcg.2019.2946558

Abstract: Data analysts commonly utilize statistics to summarize large datasets. While it is often sufficient to explore only the summary statistics of a dataset (e.g., min/mean/max), Anscombe's Quartet demonstrates how such statistics can be misleading. We… read more here.

Keywords: stats different; graphs; graph properties; different graphs ... See more keywords