what is normalization of data and what is the purpose of doing that?

you normalize data so that you can fit in a bell curve. to normalize, you would need to the data point (x), population mean, and standard deviation of your statistical distribution.

z = (x - mean)/standard deviation

z is the normalized data point in your normal distribution

are u mean n={1,2,3,...}