System, methods, and devices for visual construction of operations for data querying

A computer implemented method for providing an interface for visual construction of data querying operations in relation to a plurality of multi-dimensionality data points, the method comprising:

• generating a plurality of distinct views of the plurality of multi-dimensionality data points wherein, for each view, each point of the plurality of multi-dimensionality data points is transformed into a reduced-dimensionality data point in accordance with a transformation function associated with the view, the corresponding plurality of reduced-dimensionality data points defining a set of reduced-dimensionality data points associated with the view;
• generating signals to render, on a display interface, a plurality of display layouts, each display layout corresponding to a view of the plurality of distinct views, and each display layout rendering the set of the reduced-dimensionality data points associated with the view to form a constellation of graphical user interface elements;
• for at least for each of a plurality of the one or more display layouts, receiving an input selection indicative of a corresponding set of selected multi-dimensionality data points;
• and
• performing one or more data operations against the sets of selected multi-dimensionality data points corresponding to each of the distinct views to generate an output data structure storing a subset of the plurality of multi-dimensionality data points.

A non-transitory computer readable medium storing machine interpretable instructions, which when executed, cause a processor to perform a computer implemented method for providing an interface for visual construction of data querying operations in relation to a plurality of multi-dimensionality data points, the method comprising:

• generating a plurality of distinct views of the plurality of multi-dimensionality data points wherein, for each view, each point of the plurality of multi-dimensionality data points is transformed into a reduced-dimensionality data point in accordance with a transformation function associated with the view, the corresponding plurality of reduced-dimensionality data points defining a set of reduced-dimensionality data points associated with the view;
• generating signals to render, on a display interface, a plurality of display layouts, each display layout corresponding to a view of the plurality of distinct views, and each display layout rendering the set of the reduced-dimensionality data points associated with the view to form a constellation of graphical user interface elements;
• for at least for each of a plurality of the one or more display layouts, receiving an input selection indicative of a corresponding set of selected multi-dimensionality data points;
• and
• performing one or more data operations against the sets of selected multi-dimensionality data points corresponding to each of the distinct views to generate an output data structure storing a subset of the plurality of multi-dimensionality data points.