Multi-dimensional clustering and correlation with interactive user interface design

A non-transitory computer-readable medium storing instructions which, when executed by one or more hardware processors, cause:

• receiving, by an application or cloud service executing on one or more computing devices, a request to cluster a set of records that identifies a first set of one or more dimensions to use for clustering and a second set of one or more dimensions to analyze for correlation patterns;
• responsive to receiving the request to cluster the set of records, generating, by the application or cloud service, a plurality of clusters based at least in part on variances in the first set of one or more dimensions, wherein each cluster includes at least one record from the set of records;
• generating, by the application or cloud service, a graphical user interface that includes a visualization indicating how strongly the second set of one or more dimensions correlate to at least one cluster of the plurality of clusters;
• and
• generating and presenting, by the application or cloud service, summary information for each cluster based at least in part on the second set of one or more dimensions.

A system comprising:

• one or more hardware processors;
• one or more non-transitory computer-readable media storing instructions, which when executed by one or more hardware processors, cause:
• receiving, by an application or cloud service executing on one or more computing devices, a request to cluster a set of records that identifies a first set of one or more dimensions to use for clustering and a second set of one or more dimensions to analyze for correlation patterns;
• responsive to receiving the request to cluster the set of records, generating, by the application or cloud service, a plurality of clusters based at least in part on variances in the first set of one or more dimensions, wherein each cluster includes at least one record from the set of records;
• generating, by the application or cloud service, a graphical user interface that includes a visualization indicating how strongly the second set of one or more dimensions correlate to at least one cluster of the plurality of clusters;
• and
• generating and presenting, by the application or cloud service, summary information for each cluster based at least in part on the second set of one or more dimensions.