Daniel Watrous on Software Engineering

A Collection of Software Problems and Solutions

Posts tagged statistics

Software Engineering

MongoDB Aggregation for Analytics

I’ve been working on generating analytics based on a collection containing statistical data. My previous attempt involved using Map Reduce in MongoDB. Recall that the data in the statistics collection has this form. { "_id" : ObjectId("5e6877a516832a9c8fe89ca9"), "apikey" : "7e78ed1525b7568c2316576f2b265f55e6848b5830db4e6586283", "request_date" : ISODate("2013-04-05T06:00:24.006Z"), "request_method" : "POST", "document" : { "domain" : "", "validationMethod" : "LICENSE_EXISTS_NOT_EXPIRED",… Continue reading