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  3. Cluster Analysis in Python

Exercise

Visualize clusters with seaborn

Let us now visualize the footfall dataset from Comic Con using the seaborn module. Visualizing clusters using seaborn is easier with the inbuild hue function for cluster labels.

The data is stored in a pandas DataFrame, comic_con. x_scaled and y_scaled are the column names of the standardized X and Y coordinates of people at a given point in time. cluster_labels has the cluster labels. A linkage object is stored in the variable distance_matrix.

Instructions

100 XP
  • Import the seaborn module as sns.
  • Plot a scatter plot using the .scatterplot() method of seaborn, with the cluster labels as the hue argument.