Computerized tool implementation of layered data files to discover, form, or analyze dataset interrelations of networked collaborative datasets

Abstract

Techniques for computerized tool implementation of layered data files to discover, form, or analyze dataset interrelations of networks collaborative datasets using a collaborative dataset consolidation system are described, including receiving data to form a first input via a first interface as a first interface element to initiate a data operation, receiving a data signal indicating selection of the data operation, activating a programmatic interface to perform the operation after the selection and responsive to the data signal, presenting a second interface configured to receive an operation data instruction, transforming the operation data instruction into a graph-related data instruction configured to access other data associated with an atomized dataset stored in a triplestore repository, implementing the graph-related data instruction to perform the data operation on a graph, and retrieving further data representing a result of executing the graph-related data instruction.

1 . A method, comprising:
 receiving data to form a first input via a first interface as a first interface element to initiate a data operation;   receiving a data signal indicating selection of the data operation;   activating a programmatic interface to perform the operation after the selection and responsive to the data signal;   presenting a second interface configured to receive an operation data instruction;   transforming the operation data instruction into a graph-related data instruction configured to access other data associated with an atomized dataset stored in a triplestore repository;   implementing the graph-related data instruction to perform the data operation on a graph; and   retrieving further data representing a result of executing the graph-related data instruction.   
     
     
         2 . The method of  claim 1 , wherein receiving data to form a first input as a first interface element to initiate the data operation comprises initiating the data operation on an atomized dataset transformed from a dataset. 
     
     
         3 . The method of  claim 1 , wherein receiving data to form a first input as a first interface element to initiate the data operation comprises initiating the data operation on an atomized dataset transformed from a dataset generated by a collaborative dataset consolidation system. 
     
     
         4 . The method of  claim 1 , wherein the data operation comprises a dataset access. 
     
     
         5 . The method of  claim 1 , wherein the data operation comprises a dataset query. 
     
     
         6 . The method of  claim 1 , wherein the data operation comprises a statistical operation configured to be performed on the atomized dataset. 
     
     
         7 . The method of  claim 1 , wherein the atomized dataset comprises a data structure configured to be stored as an atomized datapoint. 
     
     
         8 . The method of  claim 1 , wherein the atomized dataset comprises a data structure configured to be stored as an atomized datapoint, the atomized datapoint being linked to another atomized datapoint. 
     
     
         9 . The method of  claim 1 , wherein the atomized dataset is coupled to another atomized dataset using a link, the atomized dataset, the another atomized dataset, and the link being stored in the graph to be used to perform the graph-related data instruction. 
     
     
         10 . The method of  claim 1 , wherein transforming the operation data instruction into the graph-related data instruction is performed using an operations transformation engine configured to transform a statistic-based command formatted in a language into a graph-level language. 
     
     
         11 . A system, comprising:
 a memory including an executable instruction; and   a processor configured to execute the instruction to:   receive data to form a first input via a first interface as a first interface element to initiate a data operation;   receive a data signal indicating selection of the data operation;   activate a programmatic interface to perform the operation after the selection and responsive to the data signal;   present a second interface configured to receive an operation data instruction;   transform the operation data instruction into a graph-related data instruction configured to access other data associated with an atomized dataset stored in a triplestore repository;   implement the graph-related data instruction to perform the data operation on a graph; and   retrieve further data representing a result of executing the graph-related data instruction.   
     
     
         12 . The system of  claim 11 , wherein the processor is further configured to present an overlay window portion in the first user interface. 
     
     
         13 . The system of  claim 11 , wherein the data operation comprises a dataset access. 
     
     
         14 . The system of  claim 11 , wherein the data operation comprises a query. 
     
     
         15 . The system of  claim 11 , wherein the data operation comprises a query of the atomized dataset. 
     
     
         16 . A system, comprising:
 a memory configured to store data input to a collaborative dataset consolidation system using a first interface; and   a processor configured to use the data to form a first input via the first interface as a first interface element to initiate a data operation, to receive a data signal indicating selection of the data operation, to activate a programmatic interface to perform the operation after the selection and responsive to the data signal, to present a second interface configured to receive an operation data instruction, to transform the operation data instruction into a graph-related data instruction configured to access other data associated with an atomized dataset stored in a triplestore repository, to implement the graph-related data instruction to perform the data operation on a graph, and to retrieve further data representing a result of executing the graph-related data instruction.   
     
     
         17 . The system of  claim 16 , wherein the first interface is a dataset access interface. 
     
     
         18 . The system of  claim 16 , wherein the collaborative dataset consolidation system comprises a query engine. 
     
     
         19 . The system of  claim 16 , wherein the collaborative dataset consolidation system comprises an operations transformation engine. 
     
     
         20 . The system of  claim 16 , wherein the collaborative dataset consolidation system comprises an operations transformation engine configured to transform the operation data instruction into the graph-related data instruction configured to access other data associated with the atomized dataset stored in a triplestore repository.