This is one of those hot topics that I have been seriously jumped on, cussed out, threatened with bodily harm and other very nasty things.
Long story short to answer your question is the purple color is nothing more than oxidation of the tannins in the wood over time. This can be caused from a wide variety of methods and means as each method will render a different hue. Also to contend with is the old vs new oxidation.
One thing you may consider doing is refinish all of it to make sure it does get uniform in shade and finish. Typically by just adding oil like Tung/BLO/teak the color will instantly pop out for you and stay there.
Remember, brown is unoxidized wood and just my mere fabrication provides enough heat to start the oxidation process. From my understanding friction heat will net you the deepest colorful purple you can get and flame heat will net you physical damage to the wood fibers.