The data points are latitudinal and longitudinal co-ordinates of locations in the USA in place.txt file. The aim of the project was to group the locations into 3 clusters using K-Means Clustering.
To run this notebook:
git clone https://github.com/nitinsomu/KMeans-LocationsAnd run the cells in the clustering.ipynb file sequentially using Shift+Enter. The results will be stored in a clusters.txt file in the format: x y Where x -> the index of the location (0-indexing) and y -> the cluster group