how to normalize a floating point data?

Hi, guys
I have a normalizing waveform question. if waveform data is integer point, and I know the max value is. I can get normalized data by dividing to it.
How about the data is floating point? How can I normalize the floating point value? what should be the maximum floating point value?

Thanks!
Leon

+/- 1.00000000000000000000…