Group NBA players into clusters based on either their career performance or performance statistics from a particular

Question:

Group NBA players into clusters based on either their career performance or performance statistics from a particular season (e.g., 2013–2014). Determine an appropriate number of clusters, and write a report based on the clustering results.

 

PlayerNamePositionAgeHeightWeightSalarySeasonPostseasonTeamGames_playedGames_startedMinutesFG_madeFG_attemptedFG_percent3P_made3P_attempted3P_percentFT_madeFT_attemptedFT_percentRebound_offRebound_defAssistsBlocksStealsFoulsTurnoversPoints
25Metta World PeaceSF3679260947276'99-'00FALSECHI726331.14.310.50.4070.82.70.3142.63.90.6740.93.42.80.51.72.22.312
25Metta World PeaceSF3679260947276'00-'01FALSECHI767431.14.310.70.4010.61.90.2912.83.70.750.83.130.623.32.111.9
25Metta World PeaceSF3679260947276'01-'02FALSECHI272630.55.6130.4331.33.40.39634.80.6281.53.42.90.92.842.615.6
25Metta World PeaceSF3679260947276'01-'02FALSEIND282429.34.210.20.4110.62.80.21522.70.7331.23.81.80.62.43.91.810.9
25Metta World PeaceSF3679260947276'02-'03FALSEIND696733.65.212.30.42813.10.33645.40.7361.53.82.90.72.33.52.115.5
25Metta World PeaceSF3679260947276'03-'04FALSEIND737137.26.415.20.42113.30.314.460.7331.43.93.70.72.12.72.818.3
25Metta World PeaceSF3679260947276'04-'05FALSEIND7741.68.4170.49612.40.4126.77.30.9221.15.33.10.91.73.92.424.6
25Metta World PeaceSF3679260947276'05-'06FALSEIND161637.76.814.80.461.13.40.3334.67.60.6121.63.32.20.72.62.82.719.4
25Metta World PeaceSF3679260947276'05-'06FALSESAC404040.1615.80.3831.550.3023.34.60.7171.244.20.8232.216.9
25Metta World PeaceSF3679260947276'06-'07FALSESAC706537.76.514.90.441.33.70.3584.45.90.741.553.40.62.12.92.118.8
25Metta World PeaceSF3679260947276'07-'08FALSESAC575438.17.616.90.4531.53.90.383.75.20.7191.843.50.72.32.82.620.5
25Metta World PeaceSF3679260947276'08-'09FALSEHOU695535.56150.4012.25.60.3992.83.80.7480.94.33.30.31.52.2217.1
25Metta World PeaceSF3679260947276'09-'10FALSELAL777733.849.60.4141.43.80.3551.72.40.6881.3330.31.42.11.611
25Metta World PeaceSF3679260947276'10-'11FALSELAL828229.43.280.39712.80.3561.11.70.6761.222.10.41.52.21.18.5
25Metta World PeaceSF3679260947276'11-'12FALSELAL644526.92.97.30.3940.930.2961.11.80.6171.12.32.20.41.12.11.17.7
25Metta World PeaceSF3679260947276'12-'13FALSELAL756633.74.4110.4031.95.50.3421.72.30.7341.43.61.50.61.62.61.312.4
25Metta World PeaceSF3679260947276'13-'14FALSENY29113.41.94.90.3970.61.90.3150.30.60.6250.61.40.60.30.81.50.74.8
25Metta World PeaceSF3679260947276'15-'16FALSELAL35516.91.65.10.3110.72.40.311.11.60.7020.520.80.30.61.90.45
25Metta World PeaceSF3679260947276CareerFALSE
96683832.44.811.60.4151.23.50.342.73.70.7161.23.42.70.51.82.71.813.5
25Metta World PeaceSF3679260947276'01-'02TRUEIND5533.44.410.80.4071.22.60.4621.82.60.6921.24.83.20.62.63.81.811.8
25Metta World PeaceSF3679260947276'02-'03TRUEIND66425.8150.38925.20.3875.36.70.81.842.212.54.22.719
25Metta World PeaceSF3679260947276'03-'04TRUEIND151538.96.517.30.3781.34.40.2884.15.70.7181.64.93.21.11.432.518.4
25Metta World PeaceSF3679260947276'05-'06TRUESAC5539.66.216.20.383
Fantastic news! We've Found the answer you've been seeking!

Step by Step Answer:

Related Book For  book-img-for-question

Business Analytics

ISBN: 9781265897109

2nd Edition

Authors: Sanjiv Jaggia, Alison Kelly, Kevin Lertwachara, Leida Chen

Question Posted: