Question: Use python(code is necessary) to cluster the points that given below. Use K-means algorithm. You should use different number of clusters 2,3,4, and 5. Draw

Use python(code is necessary) to cluster the points that given below. Use K-means algorithm. You should use different number of clusters 2,3,4, and 5. Draw the results of each case and show the points of each cluster with different color. Explain which one is the best and discuss the results.

x y 0.12 0.29 0.57 0.19 0.60 0.57 0.06 0.28 0.06 0.42 0.15 0.25 0.02 0.20 0.44 0.24 0.83 0.76 0.62 0.33 0.52 0.64 0.86 0.15 0.10 0.35 0.91 0.58 0.11 0.47 0.52 0.29 0.14 0.11 0.56 0.24 0.00 0.17 0.57 0.38 0.85 0.30 0.92 0.51 0.99 0.38 0.51 0.08 0.22 0.13 0.10 0.30 0.51 0.16 0.59 0.47 0.76 0.34 0.08 0.50 0.62 0.44 0.52 0.19 0.17 0.14 0.94 0.35 0.59 0.47 0.44 0.32 0.94 0.52 0.66 0.36 0.45 0.44 0.84 0.07 0.53 0.23 0.55 0.13 0.60 0.59 0.37 0.62 0.24 0.19 0.58 0.16 0.87 0.52 0.41 0.04 0.11 0.45 0.44 0.14 0.40 0.04 0.40 0.62 0.83 0.06 0.40 0.29 0.39 0.56 0.37 0.29 0.14 0.53 0.26 0.41 0.09 0.38 0.43 0.34 0.26 0.42 0.23 0.69 0.42 0.37 0.12 0.64 0.50 0.26 0.51 0.34 0.24 0.22 0.79 0.35 0.07 0.25 0.39 0.46 0.00 0.36 0.22 0.07 0.00 0.45 0.19 0.45 0.14 0.16 0.27 0.15 0.17 0.72 0.14 0.37 0.60 0.47 0.90 0.33 0.94 0.42 0.22 0.22 0.48 0.17 0.38 0.73 0.52 0.38 0.24 0.46 0.07 0.43 0.44 0.29 0.17 0.40 0.03 0.24 0.95 0.19 0.43 0.10 0.96 0.18 0.76 0.60 0.01 0.60 0.48 0.22 0.11 0.57 0.65 0.69 0.55 0.42 0.22 0.19

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