The document describes the speaker's role as a data scientist at a social game company. It outlines their analytic architecture which uses MongoDB to store and analyze social data and access logs from their mobile game. Hadoop is used for pre-processing raw log data before loading it into MongoDB. MapReduce operations in MongoDB are used to aggregate and analyze the data to calculate metrics like
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