Business Challenge Previously, chat text was collected in real-time using a Hadoop system and was available in the form of JSON events. The entire raw data was collected and integrated into the Data Warehouse using MapReduce code. Customer service agent productivity and performance was tracked and analyzed along metrics such as duration of login, away time, duration of chat, etc. Reports also helped identify areas where additional train

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