Separate the pre-processing code vs. analysis & rendering codes

[nsunami]

Currently, every time I knit the dissertation, the pre-processing code runs, and thus creating new data files. I want to avoid that.

Ideally, the code should check if the raw data file changed, and if not, they should not run the pre-processing code.