Transform Data The Transform panel organizes a suite of graph-based data operators to transform data on the fly, bringing immediate visual intuition to data modeling. Within a project, GraphXR delivers functionality traditionally performed in Excel (Pivot Table, Formula), relational databases (Join, Where, Group By, Formula), or big data environments such as MapReduce or Spark (Map, Reduce, Filter, Group By, Function). The operators in the Transform panel are: f(x) (i.e. function), to calculate values based on one or more existing properties and write the results back to the source nodes or edges. Extract, to extract nodes and edges belonging to new or existing categories and relationships, based on one or more source properties. Aggregate, to gather properties from a node’s neighboring nodes or edges, optionally perform a function on those values, and write the result back to the origin node. Merge, to merge nodes sharing matched properties into a single node. Link, to connect nodes that share matched property values. Shortcut, to create a new relationship between nodes that share a common neighbor. Connector, to access APIs for third party applications that inject additional data or transform existing data. The Connector is only available in GraphXR Enterprise edition.