An example of independent numeric data values are the ages (54, 28, 31, 48, 22, 39) in the demo program. I recommend normalizing independent numeric data by computing the means and standard deviation ...
For example, it's better to normalize data before encoding because encoding generates many additional numeric columns which makes it a bit more complicated to normalize the original numeric data.