You are using the housing dataset from Week 3 to perform non-hierarchical cluste

You are using the housing dataset from Week 3 to perform non-hierarchical clustering.
Supported by a brief description of each of the steps and screen prints, complete the following steps:
Import the dataset into your Jupyter Notebook. Rename the Jupyter Notebook to “Clustering”
Apply the K-Means algorithm.
Perform exploratory data analysis on the data (descriptive analysis, visualization, and correlation).
Use the Elbow method to determine the number of clusters (k)
Apply the K-Means algorithm.
Append the clusters to the original dataset. Please give word file for explantion above question as well.