Online Websites are facing more competitionas communities become more fickle and unpredictable. Websites need to attract larger audiences while keeping current users engaged. The goal of this project is to build a model to understand what contributes to a user’s success in online dating, and in particular what factors affects receiving a message. The data used were from an online dating service provider in Israel (we thank Prof Sheizaf Rafaeli from Haifa University for sharing the data)

The project goal was to evaluate the role of the physical environment in vehicle accidents that result in injuries, and specifically to identify variables of physical environment that increase the probability of injuries in vehicular accidents, and to predict the probability of injuries in accidents based on the selected variables of physical environment. The data used are from the U.S. Bureau of Transportation Statistics (part of the U.S. Dept. of Transportation)