. https://www.datamation.com/big-data/10-top-data-quality-management-tools.html

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10 TOP DATA QUALITY MANAGEMENT TOOLS
Data quality is a critical issue in todays data centers. Given the complexity of the Cloud era, theres a growing need for data quality management tools that analyze, manage and scrub data from numerous sources, including databases, e-mail, social media, logs, and the Internet of Things (IoT). These data scrubbing and cleansing tools remove formatting errors, typos, redundancies and other issues. Data quality management tools also ensure that organizations apply rules, automate processes and have logs that provide details about processes. Used effectively, these tools remove inconsistencies that drive up enterprise expenses and annoy customers and business partners. They also drive productivity gains and increase revenues. READ MORE