Data Processing System for Generating Data Structures

A data processing system for generating a visualization, the visualization comprising:

• a first display comprising:
• a first data sequence of a data structure, the first data sequence representing first states and first actions, wherein the first states and the first actions are ordered and each displayed proximate to respective one or more representations of one or more feature vectors that define the first states and the first actions;
• one or more second data sequences, the one or more second data sequences representing second states and second actions that are less likely to occur relative to occurrences of the first states and the first actions of the first data sequence;
• and
• one or more connectors that connect the first states and the first actions to one another and to the second states and the second actions, wherein a thickness a connector represents a probability value;
• wherein each of the first states, the first actions, the second states and the second actions comprise a selectable control that enable the first display to show additional states and additional actions when the selectable control is activated, and
• wherein each of the first states, the first actions, the second states, and the second actions each comprise a passive control, wherein the passive control enables the first display to show additional details about a respective state or action when the passive control is activated;
• and
• a second display rendering a visual representation of the data structure.

A method for structuring data, the method comprising:

• storing data referencing one or more sources, the data representing actions and states for each of the one or more sources;
• generating a data sequence, for each source, from one or more portions of the stored data for that source, each data sequence representing one or more states and one or more actions for the source;
• aggregating data sequences for the one or more sources into a data structure, each entry of the data structure representing a state, each entry comprising:
• an identifier for the state;
• a probability value of at least one action occurring at the state, the probability value based on a proportion of the data sequences, comprising the state, that also comprise the at least one action;
• and
• frequency data indicating a proportion of the data sequences included in the entry;
• and
• traversing the data structure to classify the data sequences into groups based on probability values and frequency data associated with each state of each respective data sequence.

A non-transitory computer readable medium storing instructions that are executable by one or more processors configured to perform operations comprising:

• storing data referencing one or more sources, the data representing actions and states for each of the one or more sources;
• generating a data sequence, for each source, from one or more portions of the stored data for that source, each data sequence representing one or more states and one or more actions for the source;
• aggregating data sequences for the one or more sources into a data structure, each entry of the data structure representing a state, each entry comprising:
• an identifier for the state;
• a probability value of at least one action occurring at the state, the probability value based on a proportion of the data sequences, comprising the state, that also comprise the at least one action;
• and
• frequency data indicating a proportion of the data sequences included in the entry;
• and
• traversing the data structure to classify the data sequences into groups based on probability values and frequency data associated with each state of each respective data sequence.