Device based visualization and analysis of multivariate data

A non-transitory computer-readable medium storing instructions, the instructions comprising:

• one or more instructions that, when executed by one or more processors, cause the one or more processors to:
• obtain a first set of metrics from a set of data sources,
• the first set of metrics being related to a first value of a particular parameter;
• identify a set of coordinates for the first set of metrics based on a quantity of metrics included in the first set of metrics;
• generate a mapping of each metric, of the first set of metrics, to a coordinate of the set of coordinates;
• select a visualization for each coordinate, of the set of coordinates, based on a value of a corresponding metric of the first set of metrics;
• provide a user interface for display based on selecting the visualization for each coordinate,
• the user interface including pixels representing the visualization at each coordinate;
• receive a second set of metrics from the set of data sources after providing the user interface for display,
• the second set of metrics being related to a second value of the particular parameter;
• map the second set of metrics to the set of coordinates based on the mapping of the first set of metrics to the set of coordinates;
• and
• update the user interface to provide another visualization for each coordinate,
• the other visualization for each coordinate being associated with the second set of metrics.

A method, comprising:

• obtaining, by one or more processors, a plurality of metrics,
• a particular metric, of the plurality of metrics, having a first particular value associated with a first value of a parameter and a second particular value associated with a second value of the parameter;
• mapping, by the one or more processors, the plurality of metrics to a plurality of coordinate locations of a matrix of coordinate locations,
• the particular metric being mapped to a particular coordinate location;
• generating, by the one or more processors, a first representation of the plurality of metrics based on mapping the plurality of metrics to the plurality of coordinate locations and based on the first particular value of the parameter,
• the particular coordinate location in the first representation being associated with representing the first particular value of the particular metric;
• generating, by the one or more processors, a second representation of the plurality of metrics based on mapping the plurality of metrics to the plurality of coordinate locations and based on the second value of the parameter,
• the particular coordinate location in the second representation being associated with representing the second particular value of the particular metric;
• and
• providing, by the one or more processors, the first representation or the second representation for display using a group of pixels,
• the group of pixels, associated with the particular coordinate location, providing, for display, a particular visualization corresponding to a value of the particular metric mapped to the particular coordinate location based on the mapping of the plurality of metrics to the plurality of coordinate locations.