There is not always enough data to train a model using supervised learning. In these cases, using an unsupervised model may be beneficial. In this blog post I show how a pre-trained word2vec model can be used for labeling text.

I show some necessary checks for converting from the long format to the wide format and I comment on which methods I think are best and which format I think is best.