NLP Model to test for public brand association based on keyword similarity using 1 million pre-trained Fasttext data
In order to understand which brands are closely associated in the public mind, I leveraged pre-trained Fasttext data in order to train a Gensim Keyed Vectors NLP model to predict similarity of keywords.
In this case, Toyota's main competitors in the public mind were Honda and Nissan.