Arrow charts and slope charts are alternatives to multiple pie charts when the data consist of the values or the percentage breakdown of several categories for two time periods.

The education degree saw a dramatic decline, falling from 21 percent of all graduates in 1970 to just 6 percent in 2011. Does this mean there's a huge shortage of teachers?