Need help performing k-means clustering on this dataset. 2nd question needs to be done by hand and I need to show the results of distance calculation and steps of assignment and updating.

Public utilities The data shown in the following table are corporate data on 10 U.S. public utilities. We are interested in forming groups of similar utilities based on the given two features Sales and Fuel Cost. It would save a considerable amount of time and effort if we could cluster similar types of utilities and build detailed cost models for just one typical utility in each cluster and then scale up from these models to estimate results for all utilities. Company Sales (kilowatthour use per year) Arizona Public Service Boston Edison Co. Central Louisiana Co. Commonwealth Edison Co. Consolidated Edison Co. (NY) Puget Sound Power and Light Co. Idaho Power Co. Kentucky Utilities Co. Madison Gas and Electric Co. | New England Electric Co. Mean Standard deviation 9,077 5,088 9,212 6,423 3,300 10,991 9,038 8,406 6,455 6,154 8,914.05 3,549.98 Fuel Cost Total Fuel Costs (cents per kilowatthour) 0.628 1.555 1.058 0.7 2.044 0.62 0.309 0.862 0.623 1.897 1.10 0.56 Rased on the data available, Conturor with labels marking Public utilities The data shown in the following table are corporate data on 10 U.S. public utilities. We are interested in forming groups of similar utilities based on the given two features Sales and Fuel Cost. It would save a considerable amount of time and effort if we could cluster similar types of utilities and build detailed cost models for just one typical utility in each cluster and then scale up from these models to estimate results for all utilities. Company Sales (kilowatthour use per year) Arizona Public Service Boston Edison Co. Central Louisiana Co. Commonwealth Edison Co. Consolidated Edison Co. (NY) Puget Sound Power and Light Co. Idaho Power Co. Kentucky Utilities Co. Madison Gas and Electric Co. | New England Electric Co. Mean Standard deviation 9,077 5,088 9,212 6,423 3,300 10,991 9,038 8,406 6,455 6,154 8,914.05 3,549.98 Fuel Cost Total Fuel Costs (cents per kilowatthour) 0.628 1.555 1.058 0.7 2.044 0.62 0.309 0.862 0.623 1.897 1.10 0.56 Rased on the data available, Conturor with labels marking