Methods, apparatuses, and non-transitory machine-readable media associated with data transmission are described. Data transmission and remote activity monitoring can include detecting a triggering event and determining an output data type associated with the triggering event, wherein the output data type is a first type for display at a second device or a second type to initiate communication between the first device and one or more second devices. Data transmission can include transmitting the output data to the second device via a device-to-device data link in response to determining the output data type comprises the first type. In response to determining the output data type comprises the second type, data transmission can include initiating a two-way communication path with the second device, the two-way communication path comprising a device-to-device data link or a data link with a base station or access point and transmitting the output data to the second device.