Optimized visibility for sleep sessions over time

One or more computer-readable memories storing instructions which, when executed by one or more processors disposed in a computer server, control data received by a remote client device over a network, comprising:

• obtaining sleep data over a calendar period that describes sleep behaviors of a user from data obtained from one or more sensors;
• determining starting times and ending times for sleep sessions occurring over the calendar period from the sleep data;
• initiating a graphing process for a sleep graph having a time axis and calendar axis by selecting an initial beginning time for a range of times expressed on the time axis;
• calculating a number of sleep sessions for which visibility is optimized on the sleep graph using a time range spanning the beginning time and a maximum end time for the sleep sessions;
• storing a result of the calculating in a storage component available to the server;
• incrementing the beginning time by an interval and repeating the calculating and storing until the calculating has been performed over a predetermined time period;
• adjusting the time axis to use a range having a beginning time that provides a maximum number of visibility optimized sleep sessions over the calendar period, the maximum number of visibility optimized sleep sessions depicts a representation of each sleep session along a single representation of a respective row or column, in which the adjusting changes the continuously expressible sleep sessions from being non-continuously displayed to being continuously displayed;
• and
• transmitting the sleep graph with the adjusted time axis to the remote client over the network.

A method for optimizing visibility of sleep sessions over a calendar period on a device, the method comprising the steps of:

• communicating with a wearable device that is configured for collecting biometric data from a wearable device user;
• transforming the collected biometric data into sleep data describing sleep behaviors of the user;
• identifying a number of continuously expressible sleep sessions with different beginning times applied to multiple days, each identified number is associated with a single constant beginning time for each of the multiple days;
• calculating a total number of continuously expressible sleep sessions for each constant beginning time for each day;
• and
• rendering a sleep graph on a user interface of the device, the rendered sleep graph being configured to optimize visibility in the form of continuously expressible sleep sessions derived, at least in part, from the calculated total number of continuously expressible sleep sessions for each constant beginning time, the continuously expressible sleep sessions including transforming sleep sessions from being non-continuously rendered along multiple rows or columns in the sleep graph to being rendered in a continuous, non-broken manner in the sleep graph.