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There are several ways to visualize tire pressure data. One could use a line graph to show the pressure changes over time for each tire. A bar graph could be used to compare the pressure in each tire at a specific point in time. A pie chart could show the proportion of time each tire spends at different pressure levels. A heatmap could be used to show the pressure of all four tires over a period of time. It's also possible to use more advanced visualization techniques like 3D modeling or interactive dashboards, depending on the complexity of the data and the needs of the audience.
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As an example, Berinato uses Tesla Motors' Data Scientist, Anmol Garg. Garg has used visual exploration to tap into the vast amount of sensor data Tesla cars produce. He developed an interactive chart that shows the pressure in a car's tires over time. "In true exploratory form, first created the visualizations and then found a variety of uses for them: to see whether tires are properly inflated when a car leaves the factory, how often customers reinflate them, and how long customers take to respond to a low-pressure alert; to find leak rates; and to do some predictive modeling on when tires are likely to go flat. The pressure of all four tires is visualized on a scatter plot, which, however inscrutable to a general audience, is clear to its intended audience," Berinato writes.
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