Removing long duration drift

Essentially you need a (digital) high-pass filter, something like:

This filter takes X as the input data (array) and tau as a suitably chosen constant. In your case you'll have to try out what gives you best results.

To show its operation, suppose this is your input data:

Then filtering does this:

Success!
Luc