Discuss the below:
- Explain thoroughly, the concept of standard deviation.
- How does range affect standard deviation?
- What is a z-score, and how do z-scores relate to the mean of a set of data?
- Generally speaking, how is the percentage of data which lies in between two z-scores calculated?