Python 3 - decode spectroscopy data (Base64, IEEE754)

2024/11/18 7:49:37

I'm a chemist and working with spectroscopic data that was stored as a list (501 pairs of X,Y data) of Base64-encoded floating point values according to IEEE754.

I tried to get an array of X, Y data to work with from the raw data but failed. Attached is the raw data of a spectrum.

May I please ask for your guidance/help on this topic? I'm lost, Chris

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Answer

The data appears to be IEEE-754 basic 64-bit binary floating-point shown in little-endian hexadecimal.

I am not experienced enough with Python to write a converter easily, so I converted with C. The converted data is below. It looks like 501 values for X (or Y) followed by 501 values for Y (or X).

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