It has become a business imperative for high velocity online businesses to analyze patterns of data streams and look for anomalies that can reveal something unexpected. Most online companies already use data metrics to tell them how the business is doing, and detecting anomalies in the data can lead to saving money or creating new business opportunities. This is where the online world is going; everything is data- and metric-driven to gauge the state of the business right now.

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