Calculate Cosine Similarity Using Scipy – Data Sets & Sample Code

Cosine Similarity is a measure of similarity between two vectors that calculates the cosine of the angle between them. We have shared data sets, sample code & an example case study in implementing Cosine Similarity. We are looking to find a place to settle down in California. We like a place called Montecito, CA and want to find similar towns & cities to look for places. How would we go about doing it?