Elder Research has been a leader in the data science field for more than 21 years. In that time, we have done work for hundreds of companies including Fortune 100 businesses, major hedge funds, massive government agencies, and high tech start-ups. About three years ago, we did a study on the success of our past projects and found some interesting and troubling results.