This repo contains the initial version of TweetNorm System which normalizes the abbreviated microblog texts and compares incorrect words with a dictionary to find its cannonical form. The system uses soundex and minimum edit distance algorithm to find the best match. N Gram algorithm implementation will check the candidates of correction against its contextual information.