For the following dataset, use K-Means clustering to find clusters! Start with three centroids at the first three data points (in other words, the first centroid is at (0, 0) second at (1,2), third at...

Extracted text: For the following dataset, use K-Means clustering to find clusters! Start with three centroids at the first three data points (in other words, the first centroid is at (0, 0) second at (1,2), third at (2,2). Show your steps updating centroids, and in the end, give cluster assignments and final centroid positions Point # X value Y value 1 2 1 2 4 8 9 5 9. 10 1 7 50 52 5 9 71 63 10 9 9