- Part I Data analysis helps companies better understanding their customers, evaluating their ad campaigns, personalizing content, creating content strategies, developing products and ultimately boosting business performance. Data quality However, in order to maximize the effectiveness of the analyzes, It is necessary that some requirements (accuracy, completeness, consistency, reliability, up-to-dated, …) are met. The…