Abstract: Methods, systems, and devices for leveraging data from multiple data sources are described. A method includes receiving physiological data associated with a user from a wearable device and receiving additional data from an external device different from the wearable device, the additional data including at least data associated with characteristics of an environment associated with the user. The method further includes identifying one or more relationships between the collected physiological data and the characteristics of the environment associated with the user, and causing a graphical user interface (GUI) of a user device to display an indication of the one or more relationships, a message associated with the one or more relationships, or both. In some cases, the method includes causing the GUI to display instructions for selectively adjusting the one or more characteristics of the environment associated with the user based on the one or more relationships.

Abstract: Methods, systems, and devices for emotional well-being correlation are described. A system may receive physiological data associated with a user from a wearable device worn by the user, environmental data including characteristics of an environment of the user, and feedback data from the user indicating a physical state or a psychological state of the user when experiencing the at least one environmental characteristic. The system may additionally determine a set of relationships between the received environmental data and the received feedback data, the received physiological data, or both. Additionally, the system may generate a message for the user based on the set of relationships and display the message to the user via a graphical user interface (GUI) of a user device. The message may include instructions for regulating the physical state of the user, the psychological state of the user, or both, when experiencing the characteristics of the environment.

Abstract: Methods, systems, and devices for operating a user device are described. A user device may collect objective data for a user and determine a score for the user based on the objective data. After calculating the score, the user device may use subjective data from the user to update the score. The user device may also use the subjective data to adjust the weighting of one or more of the score-contributing factors used to determine the score.

Abstract: Methods, systems, and devices for temperature analysis are described. The method may include receiving physiological data associated with a user collected via a first set of sensors of a wearable device. The physiological data may include skin temperature data. The method may include receiving surrounding temperature data associated with an environment surrounding the user. The surrounding temperature data may be collected via the first set of sensors, a second set of sensors, or both. The method may additionally include identifying one or more physiological characteristics associated with the user based at least in part on a comparison of the skin temperature data and the surrounding temperature data, and causing a graphical user interface (GUI) of a user device to display an indication of the one or more physiological characteristics, a message or alert associated with the one or more physiological characteristics, or both.

Abstract: Methods, systems, and devices for content recommendation are described. A device may receive physiological data associated with a user from a wearable device. The device may receive classifier data indicating an activity in which the user engaged. The classifier data is provided by the user via a graphical user interface (GUI) of the device running an application. The device may correlate the received physiological data and the received classifier data associated with the activity in which the user engaged, and select content for recommending to the user. The content may correspond to a respective effectiveness for regulating the received physiological data. The device may cause the GUI of the device to display the selected content for recommending to the user.

Abstract: Methods, systems, and devices for controlling external devices are described. A method may include receiving physiological data associated with a user from a wearable device, and identifying one or more physiological states, physical activities, or both, associated with the user based on the physiological data. Physiological states may include physiological states associated with waking up, falling asleep, anxiety, relaxation, and the like. The method may further include transmitting an instruction to one or more external devices based on the one or more physiological states, physical activities, or both, where the instruction is configured to selectively modify one or more operational parameters associated with the one or more external devices.

Abstract: Methods, systems, and devices for activity classification are described. A system may receive physiological data associated with a user via a wearable device, where the physiological data includes at least motion data. The system may identify an activity segment during which the user is engaged in a physical activity based on the motion data, where the activity segment is associated with activity segment data including at least the physiological data collected during the activity segment. The system may generate activity classification data associated with the activity segment based on the activity segment data, the activity classification data including a set of classified activity types and corresponding confidence values. The system may then cause a graphical user interface (GUI) of a user device to display the activity segment data and at least one classified activity type of the set of classified activity types.