Chart junk is an extra visual component that is added to the core of a data visualization. Usually, it is considered useless and even crowding the visual. However, sometimes it can help for people to remember some details about the chart, and I also feel that it is helpful sometimes if used tastefully.

Source: https://eagereyes.org/criticism/chart-junk-considered-useful-after-all