Exercise

Visualize clusters with matplotlib

We have discussed that visualizations are necessary to assess the clusters that are formed and spot trends in your data. Let us now focus on visualizing the footfall dataset from Comic-Con using the matplotlib module.

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 pyplot class from matplotlib module as plt.
Define a colors dictionary for two cluster labels, 1 and 2.
Plot a scatter plot with colors for each cluster as defined by the colors dictionary.

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Instructions

Exercise