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Network datasets are necessary for many types of network research. While there has been significant discussion about specific datasets, there has been less about the overall state of network data collection. The goal of this paper is to explore the research questions facing the Internet today, the datasets needed to answer those questions, and the challenges to using those datasets. We suggest several...