Gragnostics rendering

A computerized device for visualizing graph data comprising:

• a network interface adapted for receiving a plurality of graphs, each graph defining associations between data entities and renderable in a visual form having vertices connected by edges;
• a user accessible display;
• a gragnostics processor, configured to:
• compute, for each graph, a plurality of features based on the edges and vertices;
• normalize the computed features into a predetermined range;
• for each graph, arrange each of the normalized features into a feature vector, the feature vector having ordered values for each of the features;
• determine similarity of the graphs based on a distance between the corresponding visualized feature vectors;
• and
• render a visualization of the feature vectors on the user accessible display.

A computer program product on a non-transitory computer readable storage medium having instructions that, when executed by a processor, perform a method of rendering visualized graph data, the method comprising:

• receiving a plurality of graphs, each graph defining associations between data entities and renderable in a visual form having vertices connected by edges;
• computing, for each graph, a plurality of features based on the edges and vertices;
• normalizing the computed features into a predetermined range;
• for each graph, arranging each of the normalized features into a feature vector, the feature vector having ordered values for each of the features;
• rendering a visualization of the feature vectors;
• and
• determining similarity of the graphs based on a distance between the corresponding visualized feature vectors.