Is it possible to get a user's personalized prediction data in an automated way?

I'm building a graphical visualization of this data, you can check the project here: http://jlhonora.github.io/stackexchange-predictions/ . To visualize it you need to download the data and then upload it. It would be great if the app could be granted access via OAuth or an alternative.