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Little data & big data are siblings. Many of the challenges associated with big data also apply to little data however big data can provide a set of solutions for little data experiments. Effective pilot experiments are important in any evidence-based endeavor. Larger sample sizes are generally assumed to be the only solution or typically the most important. However, I propose here that there are at least three classes of solutions to little data challenges from small experiments.