I'm familiar with kmeans to cluster data points, but not text.. So I have one column of words in cvs format, which I want to cluster those which have similar word or more, and then mapping those cluster to numbers as index, those index numbers needed to be added as a second column. I know there is scipy packahes and word2vec in python, but this is the first time for me dealing with clustering text.. Any idea on how to do this??
Clustering similar words and mapping to numbers in Python
python;mapping strategy;clustering