In R and Matlab we have a function that modifies a TS to create new variables based on the scope of the interpretation, so instead of interpretation1_variable, we get climateInterpretation1_variable or isotopeInterpretation1_variable. This makes it much easier to query for what you need. We could use one of these in Python.