Code examples for text summarization. Demonstrations for two short text-summarization scripts on reuters corpus data from nltk. One uses statistical count and weighting with stop word filtering, the second uses latent semantic analysis - singular vector decomposition.

For an easy step-based setup for NLTK, python and Data - Check out http://www.nltk.org/install.html NLTK methods are subject to change in the future, in which case, please look at updated documentation for minor changes.

Author: Zubin J