Modified annotator to store explicit tags, and use GUIDs (MD5 hashes of filename,lineno,line) to identify each sentence.
Wrote some Python code to analyze features

Right now, this does simple Bayesian analysis on distributions of real-valued features, useful for visualizing how informative something is.