Is it possible to get a [user's personalized prediction data][1] 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.

  [1]: https://stackoverflow.com/users/prediction-data