Data quality must be monitored throughout the entire value chain (reliability and completeness of collection, maintenance of integrity constraints during processing, and so on).
Data quality
Data quality is determined by a set of criteria such as accuracy, completeness, consistency and timeliness, in order to guarantee their relevance to companies when they are processed and analyzed.