Interactive user interfaces for location-based data analysis

A computing system comprising:

• one or more computer processors;
• one or more databases storing attribute data associated with one or more physical locations;
• and
• a computer readable storage medium storing program instructions configured for execution by the one or more computer processors to cause the computing system to:
• generate user interface data usable for rendering an interactive user interface on a computing device, the interactive user interface including a map corresponding to a physical region;
• receive a first selection specifying an attribute category;
• receive a second selection specifying at least two attributes within the selected attribute category, wherein the at least two attributes comprise a first thickness of a first geological layer and a second thickness of a second geological layer;
• access the one or more databases to identify attribute values associated with the selected at least two attributes;
• aggregate the identified attribute values and determine one or more associations between the aggregated attribute values and locations on the map, wherein an aggregated attribute value associated with a particular location corresponds to a sum of the first thickness and the second thickness at the particular location;
• generate a heatmap corresponding to the map, based at least in part upon the aggregated attribute values and the determined one or more associations with the locations on the map;
• and
• update the user interface data such that the interactive user interface includes the heatmap overlaying the map.