Interactive interfaces to present data arrangement overviews and summarized dataset attributes for collaborative datasets

Abstract

Various embodiments relate generally to data science and data analysis, and computer software and systems, to provide an interface between repositories of disparate datasets and computing machine-based entities that seek access to the datasets, and, more specifically, to a computing and data storage platform that facilitates consolidation of one or more datasets, whereby user interfaces may be implemented as computerized tools for presenting summarization of dataset attributes to facilitate discovery, formation, and analysis of interrelated collaborative datasets. In some examples, a method may include receiving data resulting from insight calculations. Insight calculations may be based on a derived dataset attribute. Also, the method may include presenting a data arrangement overview summarizing the data attributes as an aggregation of data attributes in a portion of the user interface. The data arrangement overview may include an interactive display of a distribution associated with a collaborative atomized dataset.

1 . (canceled) 
     
     
         2 . A method, comprising:
 identifying via a network a computing device of any number of computing devices distributed among the network, at least a subset of the computing devices associated with one or more data repositories configured to access portions of datasets converted into one or more atomized datasets; and   causing access via one or more programmatic interfaces including executable code configured to interface the subset of the computing devices to implement one or more portions of an application disposed in the subset of the computing devices to implement a computerized tool to perform one or more data operations including:
 presenting a first interactive user interface element configured to receive data representing one or more commands to access at least one of the one or more atomized datasets; 
 activating a programmatic interface to modify an atomized dataset; 
 modifying the atomized dataset based on data in a data file; 
 calculating automatically a subset of dataset attributes to form the atomized dataset as a linked dataset to form the subset of the dataset attributes; 
 transforming ingested data in a first data format into a second data format compatible with the one or more atomized datasets to form ingested data as the data file; and 
 presenting a data arrangement overview interface summarizing the subset of the data attributes as an aggregation of data attributes in a portion of a user interface, at least one data attribute associated with the ingested data. 
   
     
     
         3 . The method of  claim 2 , wherein the one or more programmatic interfaces comprise one or more application programming interfaces (“APIs”). 
     
     
         4 . The method of  claim 2 , wherein at least one atomized dataset comprises:
 a graph.   
     
     
         5 . The method of  claim 2 , wherein at least one atomized dataset comprises:
 triple data.   
     
     
         6 . The method of  claim 2 , wherein causing presentation of the first interactive user interface element further comprises:
 receiving commands configured to implement SPARQL.   
     
     
         7 . The method of  claim 2 , wherein creating the atomized dataset based on the data in the data file comprises:
 creating the atomized dataset based on raw data in the data file.   
     
     
         8 . The method of  claim 2 , wherein calculating automatically the dataset attributes to form the atomized dataset as the linked dataset comprises:
 calculating insight data.   
     
     
         9 . The method of  claim 2 , wherein calculating automatically the dataset attributes to form the atomized dataset as the linked dataset comprises:
 deriving at least an inferred dataset attribute.   
     
     
         10 . The method of  claim 2 , further comprising:
 presenting a second interactive user interface element configured to implement data representing the data arrangement overview as an overlay interface.   
     
     
         11 . The method of  claim 2 , further comprising:
 providing access to the first user interface to metadata describing one or more dataset attributes including one or more ranked dataset attribute values of a subset of ranked dataset attribute values.   
     
     
         12 . The method of  claim 2 , further comprising:
 transmitting authorization data to authorize access to the atomized dataset including raw data values, the atomized dataset being a restricted atomized dataset associated with one or more other user computing devices of a community of networked user computing devices.   
     
     
         13 . The method of  claim 12 , further comprising:
 linking the restricted atomized dataset to the one or more atomized datasets to form a collaborative atomized dataset.   
     
     
         14 . The method of  claim 1 , wherein modifying the atomized dataset comprises:
 a database configured to store data as triples.   
     
     
         15 . The method of  claim 14 , wherein the database comprises one or more triplestores. 
     
     
         16 . A system comprising:
 a memory including executable instructions; and   a processor configured to execute the instructions to:
 identify via a network a computing device of any number of computing devices distributed among the network, at least a subset of the computing devices associated with one or more data repositories configured to access portions of datasets converted into one or more atomized datasets; and 
 cause access via one or more programmatic interfaces including executable code configured to interface the subset of the computing devices to implement one or more portions of an application disposed in the subset of the computing devices to implement a computerized tool to perform one or more data operations including:
 presenting a first interactive user interface element configured to receive data representing one or more commands to access at least one of the one or more atomized datasets; 
 activating a programmatic interface to modify an atomized dataset; 
 modifying the atomized dataset based on data in a data file; 
 calculating automatically a subset of dataset attributes to form the atomized dataset as a linked dataset to form the subset of the dataset attributes; 
 transforming ingested data in a first data format into a second data format compatible with the one or more atomized datasets to form ingested data as the data file; and 
 presenting a data arrangement overview interface summarizing the subset of the data attributes as an aggregation of data attributes in a portion of a user interface, at least one data attribute associated with the ingested data. 
 
   
     
     
         17 . The system of  claim 16 , wherein the one or more programmatic interfaces comprise one or more application programming interfaces (“APIs”). 
     
     
         18 . The system of  claim 16 , wherein at least one atomized dataset comprises a graph. 
     
     
         19 . The system of  claim 16 , wherein the processor configured to cause presentation of the first interactive user interface element is further configured to:
 receive commands configured to implement SPARQL.   
     
     
         20 . The system of  claim 16 , wherein the processor is configured to:
 present a second interactive user interface element configured to implement data representing the data arrangement overview as an overlay interface.   
     
     
         21 . The system of  claim 16 , wherein the processor is configured to:
 access the at least one of the one or more atomized datasets in accordance with a resource description framework (“RDF”) data model.