Your team is working on a data pipeline that processes data from a financial institution. The data includes transaction records with sensitive information. You have been tasked with ensuring the data quality of the transaction records dataset. Describe the steps you would take to run data quality checks on the transaction records dataset and explain how you would define data quality rules to ensure the data is consistent and accurate.