INTERACTIVE VISUALIZATION OF BIG DATA SETS AND MODELS INCLUDING TEXTUAL DATA

摘要

Systems and processes are disclosed for advanced text analysis in the field of big data analytics and visualization: Users can now factor text into their predictive models, alongside regression, time/date and categorical information. This is ideal for building models where text content may play a prominent role (e.g., social media or customer service logs). Multiple data types, including text fields, may be combined together in datasets and models, and may be presented in various interactive visualization displays.

主权项

1. A method comprising:
accessing a set of sample data instances, each instance comprising a corresponding value for each one of a plurality of data fields; processing the sample data instances so as to form a dataset; and generating a visual summary of the dataset on a computing device, the visual representation comprising a generally tabular presentation, the presentation including a series of rows and columns of information, each row corresponding to one of the data fields of the sample data, and each column displaying a corresponding parameter in each of the rows; wherein at least one of the columns displays, in each row of the presentation, an indication to identify a data type of the corresponding row; and wherein the single data type is detected from a set of data types that includes at least a text data type.