Jupiter Energy is the leading supplier of clean, renewable energy for the greater Boston area, servicing nearly 5 million customers across 4 counties. To better serve their clients, especially those facing financial hardship, Jupiter is launching a new set of electricity rates and payment plans. These new plans will significantly lower the total cost of energy for their clients in need. Your task is to identify the customers who could benefit from the new plans. In this tutorial, you’ll improve the quality of the data and then build a machine learning model to determine which clients should be offered the new payment plans because they are likely to miss payments.