Doing statistical data analysis usually involves the following:

- Measuring of the central tendency.
- Measure of the variation.
- Evaluation of the shape of the data.
- A histogram is useful in evaluating the shape of the data.

4 Questions of Data Analysis (nice flow chart): http://www.spcpress.com/pdf/DJW204.pdf