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The tools of augmented analytics will be able to automatically go through data, clean it up, identify data patterns and trends, present them as a visualization or in natural-language narratives such as “50% of web traffic is middle-aged women from US”, and then convert these insights into actionable steps without professional supervision.
Hell they had me at, "Clean up".