In a way, this is a book with humor. You may enjoy the section where Tufte makes fun of prevalent way of visualizing data with gratuitous details, e.g. various 3D bar charts.
He experiments many ways to remove the "noise" and focus on the actual "data", by removing grid lines, adding tick marks where data point is, removing the color coding, etc.