Dihong Gong and Daisy Zhe Wang We participated in the 2015 Pre-Pilot Data Science Evaluation organized by the National Institute of Standards and Technology (NIST). The primary goal of the pre-pilot evaluation is to develop and exercise the evaluation process in the context of data science. The evaluation consists of four tasks including data cleaning,