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Develop a clustering algorithm using python

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I have the clustering algorithm, I need to develop this algorithm by adding one parameter such as: "Sample Speed".
‎Stream Speed: is the number of arriving data points in each time unit.  ‎

Evaluate the clustering algorithm using three evaluation metrics: Purity, Accuracy, Normalize Mutual Information. 

To evaluate the algorithm using the three metrics above with various sample speeds ( 5, 10, 15, 20, 25) and times as shown in the photos in the attachment.
Two datasets must be used to evaluate this algorithm: (KDDCUP99, Spiral).