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The Gordon and Betty Moore Foundation ran an Investigator Competition as partof its Data-Driven Discovery Initiative in 2014. We received about 1,100applications and each applicant had the opportunity to list up to fiveinfluential works in the general field of "Big Data" for scientific discovery.We collected nearly 5,000 references and 53 works were cited at least sixtimes. This paper contains our preliminary findings.

A Preliminary Review of Influential Works in Data-Driven Discovery