Now its all in one long script, section need to be cleanly parcellated to different notebooks so its easier to update and debug at different stages by different people.
Also save the output intermediately so that the next notebook can actually start from there.
Some subjects were excluded in the original paper due to various reason, these need to be excluded from the present analysis as well, right from the start.
Binning the principal gradient into 10 percentile block and create nifti's for each. Then compare each bin against the same neurosynth keywords as were used in the original paper.