A computed-implemented method, a device, and a non-transitory computer readable storage medium are disclosed that can perform a method of visualizing sensor data obtained from a plurality of wells at a well site. The method can include acquiring sensor data from one or more sensors operable to measure conditions of subsystems of each well in the plurality of wells at the well site; determining, by a processor, a visual representation of the sensor data; and causing the visual representation of the sensor data to be displayed in a matrix layout on a visual display, wherein the matrix layout comprises an end row representing a current value of the sensor data and one or more intermediate rows representing a past value of the sensor data.
