How to create a Bag of Words embedding in R?

9 min readAug 25, 2021
Bag of Words — Photo by Glen Carrie
Unsplash — By Glen Carrie

Bag of Word embedding is a Natural Language Processing technic to embed sentences into a fixed-size numeric vector. The goal is to use this vector as an input for a machine learning algorithm.

Bag of Words is simple to understand an is a great technic when you want to keep track of the exact contribution of each word in you algorithm. It is also quite challenging to use because it…


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