Some people would ask, as a data scientist are you upset that the data actually failed you. Not really. Because I know in data science gaining insights from data is a combination of what the data tells you as well as a business person’s intuition and experience. It is a failure to rely too heavily on one or the other. You need to question everything. The data as well as our cognitive biases.