A weighted average is an average among numbers with different weights.
Each number has its own weight and, therefore, will affect the weighted average.
Try replacing the word weight with the word importance and in this way its meaning will be better understood.
The numbers are of different importance. One number is more important and another number is less important. It does not mean a large or small number, but simply important.
When a number is more important, it has a greater weight and will have a greater effect on the weighted average.