Paraphrase Maintaining the accuracy and quality of your data can be difficult and time-consuming, especially when that data is coming in rapidly at a very high volume. Before you perform any analysis, you'll want to make sure your data collection, processing, and cleaning processes are integrated, standardized, and optimized