Techniques for visualizing big data in a two-dimensional chart

摘要

A technique is described for analyzing a dataset that includes many dataset objects by generating a hybrid chart. The hybrid chart is a two-dimensional chart that is divided up into multiple segments. Some segments are configured to present a color from a color scale that is used to represent the number of dataset objects that lie within the segment. Other segments are configured to present dataset objects within the segment by plotting the dataset objects. Depending on the number of dataset objects within the segment, one of these two approaches can be used. The chart offers interactivity like zooming and selecting a range of datasets. Furthermore the chart starts by offering a coarse overview while generating views with increasing granularity and more details over time. During this process the chart remains completely interactive.