Task-specific graph set analysis and visualization

One or more non-transitory computer-readable storage media configured to store instructions that, in response to being executed, cause an electronic device to perform operations, the operations comprising:

• receiving a set of data instances associated with a domain, the data instances including instance properties;
• applying a set of rules on the received set of data instances;
• determining a set of representations associated with the received set of data instances, based on the application of the set of rules, the instance properties are associated with the set of representations and the instance properties identify a total number of each part of speech present in the data instances;
• applying a set of transformation rules on the received set of data instances;
• determining a set of graph representations associated with the received set of data instances, based on the application of the set of transformation rules;
• executing a set of first lambda functions on a set of representations including at least one of the determined set of representations or the determined set of graph representations;
• determining a set of instance properties associated with the set of representations, based on the execution of the set of first lambda functions;
• analyzing the set of representations, based on the determined set of instance properties;
• and
• controlling rendering of first information associated with the set of representations, based on the analysis of the set of representations.

A computer-implemented device, comprising:

• a memory configured to store instructions;
• and
• a processor, coupled to the memory, configured to execute the instructions to perform a process comprising:
• receiving a set of data instances associated with a domain, the data instances including instance properties;
• displaying an electronic user interface (UI) that comprises one or more UI elements configured to display first information including a set of representations associated with the received set of data instances, wherein
• the set of representations include at least one of a set of representations or a set of graph representations;
• receiving, via the displayed electronic UI, a first user input indicative of a user-selection of a view-type associated with the set of representations, wherein
• the view-type corresponds to at least one of a single instance view or an instance set view;
• applying a set of rules on the received set of data instances;
• determining the set of representations associated with the received set of data instances, based on the application of the set of rules, the instance properties are associated with the set of representations and the instance properties identify a total number of each part of speech present in the data instances;
• applying a set of transformation rules on the received set of data instances;
• determining the set of graph representations associated with the received set of data instances, based on the application of the set of transformation rules;
• executing a set of first lambda functions on the set of representations;
• determining a set of instance properties associated with the set of representations, based on the execution of the set of first lambda functions;
• analyzing the set of representations, based on the determined set of instance properties;
• and
• controlling, via the displayed electronic UI, rendering of the first information associated with the set of representations, based on the analysis of the set of representations and the received first user input.