clustering list of words in python

Question

I am a newbie in text mining, here is my situation. Suppose i have a list of words [\'car\', \'dog\', \'puppy\', \'vehicle\'], i would like to cluster words into k groups, I

Answer 1

If you want to cluster words by their "semantic similarity" (i.e. likeness of their meaning) take a look at Word2Vec and GloVe. Gensim has an implementation for Word2Vec. This web page, "Word2Vec Tutorial", by Radim Rehurek gives a tutorial on using Word2Vec to determine similar words.