If a command comes between 11pm and 6am, we mark it with 0, assuming that only adults can be awake during these hours.
two feature datasets were created: 1) time usage data that contains usage frequency per hour and weekday as well as content type, 2) ratio usage data that includes distribution of kids and non-kids content requested from a given device.