Clustering

• Load xy_df_hopv.csv into xy_df
• Apply the same clustering procedure from Iteration 1 to xy_df.
• Note: in hdb.labels_, -1 marks noise (molecules that do not belong to any cluster), and HDBSCAN gives the label -3 to a molecule with missing feature values. Check for missing values and decide how to handle them.

Once you obtain the clusters:

• Check whether the pattern you discovered earlier still holds with the larger dataset.
• Do you observe more clusters, fewer clusters, or no change?
• Investigate if new patterns emerge now that you have more molecules.

# IMPORT WHAT YOU NEED HERE

# YOUR CODE HERE