Systems and methods for automatic generation of data visualizations

A system for automatic generation of data visualizations, the system comprising:

• at least one data storage device storing instructions for automatic generation of data visualizations in an electronic storage medium;
• and
• at least one processor configured to execute the instructions to perform operations including:
• receiving, from a user, a request to open a document;
• receiving, from the user, a selection of data for visualization in the document;
• determining whether the user has a trained visualization model;
• upon determining that the user has a trained visualization model, loading the user's trained visualization model;
• upon determining that the user does not have a trained visualization model, loading a default trained visualization model as the user's trained visualization model;
• using the user's trained visualization model to generate one or more suggested visualizations of the selected data;
• and
• displaying the one or more suggested visualizations to the user;
• receiving, from the user, a selection of a suggested visualization among the one or more suggested visualizations to add to the document;
• training the user's trained visualization model;
• wherein training the user's trained visualization model comprises:
• determining whether the user is a high priority user or a low priority user;
• upon determining that the user is a high priority user, loading an individual trained visualization model as the user's trained visualization model;
• upon determining that the user is a low priority user, loading an aggregated trained visualization model for low priority users as the user's trained visualization model;
• parameterizing the selected data for visualization to determine parameterized data;
• and
• training the user's trained visualization model based on the parameterized data, the selected visualization among the one or more suggested visualizations and the selected data for visualization.

A non-transitory machine-readable medium storing instructions that, when executed by a computing system, causes the computing system to perform operations for automatic generation of data visualizations, the operations comprising:

• receiving, from a user, a request to open a document;
• receiving, from the user, a selection of data for visualization in the document;
• determining whether the user has a trained visualization model;
• upon determining that the user has a trained visualization model, loading the user's trained visualization model;
• upon determining that the user does not have a trained visualization model, loading a default trained visualization model as the user's trained visualization model;
• using the user's trained visualization model to generate one or more suggested visualizations of the selected data;
• and
• displaying the one or more suggested visualizations to the user;
• receiving, from the user, a selection of a suggested visualization among the one or more suggested visualizations to add to the document;
• training the user's trained visualization model;
• wherein training the user's trained visualization model comprises:
• determining whether the user is a high priority user or a low priority user;
• upon determining that the user is a high priority user, loading an individual trained visualization model as the user's trained visualization model;
• upon determining that the user is a low priority user, loading an aggregated trained visualization model for low priority users as the user's trained visualization model;
• parameterizing the selected data for visualization to determine parameterized data;
• and
• training the user's trained visualization model based on the parameterized data, the selected visualization among the one or more suggested visualizations and the selected data for visualization.