# Clustering refresher

Below is a sample notebook on my kaggle dashboard which showcases how clustering was implemented to group the states in the US using different crime numbers.

Various aspects of the notebook:

- Data normalization
- Fit K-means model
- Get scree plot and decide on the number of clusters
- Fit final K-means model and get clusters
- Write clusters column along with others into a CSV
- Visualize clusters for different crimes on a scatter plot and among states on tableau

https://www.kaggle.com/akshayreddykotha/us-crime-rate-k-means-clustering

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