A data quality framework can be implemented in a variety of ways. The horizontal dimension, common data quality procedures, and efficacy are some of these. We'll need to take a closer look at each of these in order to comprehend data quality and how to construct a Data Quality Framework, and that is what we'll accomplish in this piece. Once you have mastered these ideas, you will be able to quickly and easily construct your own data quality system.