Applying Hierarchical Clustering: Hands-On Demonstration 

Problem statement: A U.S. oil organization needs to know its sales in various states in the United States and cluster them based on their sales. 

The steps we take are:

1. Import the dataset 
2. Create a scatter plot 
3. Normalize the data
4. Calculate Euclidean distance
5. Create a dendrogram

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