The Question When you work on data science problems, you always start with a question you’re trying to answer. This question will affect the data you pick, your exploration process, and how you interpret the results. The question for this article is: How much (in percentage) should you tip your taxi driver? To answer the question, we’ll use a portion of the NYC Taxi dataset. The data file we’ll be using is taxi-01-2020-sample.