Your team is working on a data pipeline that processes data from a large e-commerce platform. You have been tasked with ensuring the data quality of the customer reviews dataset. Describe the steps you would take to run data quality checks on the customer reviews dataset and explain how you would define data quality rules to ensure the reviews are genuine and not spam.