K-Clustering

Analysis of a cities dataset with 3 algorithms: K-means, K-medoids, and Bottom-Up Hierarchical Clustering

On the Linux command line, download the following packages:

1. sudo apt-get update
2. sudo apt-get install python3-matplotlib
3. sudo apt-get install python3-pandas
4. sudo apt-get install python3-numpy

Navigate to src from the current directory

Run the following files to generate the visualizations:

6. python3 kmeans.py
7. python3 kmedoids.py
8. python3 hclust.py

Check the saved .png files in the visualizations directory.