This package efficiently tags words in a text with labels based on a range of different predefined lexica, loaded using a simple JSON-based plugin architecture.
It comes with the Bing sentiment analysis lexicon preloaded.
Currently, it uses a Trie written in vanilla Python. For faster processing, a cython-based implementation is forthcoming.