For visualizing numerical information, a content is analyzed to identify the numerical information. From the content, a contextual information that is descriptive of the numerical information is selected. A graphical shape is selected to represent the numerical information. A dimension of the graphical shape is adjusted such that the adjusted dimension represents a value in the numerical information according to a scale. A comparison object is selected where a size associated with the comparison object is a fraction of the adjusted dimension according to a ratio. The comparison object is presented relative to the graphical shape as a visualization of the numerical information.