Table 2. Means, standard deviations and structure coefficients from the obtained model of clusters.
Cluster/Variable | Cluster 1 | Cluster 2 | Cluster 3 | Cluster 4 | Cluster 5 | Cluster 6 | Cluster 7 | Function 1 (78.3%) | Function 2 (16.1%) |
---|---|---|---|---|---|---|---|---|---|
Pull-up PPG | 0.75±0.68 | 3.44±2.10 | 1.53±1.10 | 5.12±2.05 | 1.04±0.87 | 3.17±1.82 | 1.96±1.46 | 0.20 | 0.34 |
Pull-up FG% | 0.31±0.13 | 0.36±0.05 | 0.34±0.06 | 0.38±0.04 | 0.33±0.08 | 0.35±0.07 | 0.36±0.07 | 0.06 | 0.05 |
Pull-up 3FG% | 0.29±0.27 | 0.27±0.10 | 0.28±0.13 | 0.32±0.06 | 0.25±0.17 | 0.31±0.11 | 0.25±0.14 | 0.00 | 0.06 |
Catch and shoot PPG | 1.60±1.14 | 4.18±1.79 | 4.32±2.07 | 2.99±1.15 | 2.49±1.61 | 2.60±1.42 | 3.12±1.43 | 0.13 | -0.12 |
Catch and shoot FG% | 0.35±0.10 | 0.41±0.04 | 0.40±0.05 | 0.39±0.05 | 0.37±0.06 | 0.38±0.07 | 0.39±0.05 | 0.07 | -0.03 |
Catch and shoot 3FG% | 0.35±0.14 | 0.36±0.09 | 0.36±0.10 | 0.39±0.06 | 0.33±0.11 | 0.37±0.09 | 0.33±0.11 | 0.02 | 0.04 |
Drives PPG | 0.68±0.64 | 2.85±1.87 | 1.37±0.95 | 4.11±1.43 | 0.96±0.77 | 3.06±1.64 | 1.93±1.53 | 0.18 | 0.31 |
Drives FG% | 0.37±0.23 | 0.49±0.07 | 0.43±0.07 | 0.46±0.05 | 0.44±0.13 | 0.44±0.06 | 0.45±0.10 | 0.06 | 0.03 |
Close PPG | 0.33±0.18 | 1.61±1.49 | 1.60±0.63 | 0.41±0.28 | 0.77±0.31 | 0.73±0.14 | 1.18±0.19 | 0.08 | -0.15 |
Close FG% | 0.54±0.30 | 0.57±0.13 | 0.58±0.09 | 0.54±0.11 | 0.56±0.17 | 0.48±0.28 | 0.55±0.11 | 0.01 | -0.08 |
Passes | 13.79±5.71 | 46.93±8.24 | 29.03±6.32 | 61.23±6.42 | 22.22±6.63 | 47.09±11.29 | 31.98±7.75 | 0.43 | 0.59 |
Assists | 0.88±0.65 | 4.09±1.10 | 1.87±0.69 | 6.70±1.52 | 1.47±0.83 | 5.07±2.02 | 2.48±1.09 | 0.31 | 0.65 |
Free-throw assists | 0.10±0.05 | 0.43±0.15 | 0.22±0.12 | 0.73±0.24 | 0.18±0.13 | 0.53±0.20 | 0.29±0.15 | 0.24 | 0.46 |
Secondary assists | 0.25±0.16 | 0.90±0.25 | 0.53±0.18 | 1.51±0.37 | 0.38±0.21 | 1.05±0.39 | 0.59±0.24 | 0.30 | 0.54 |
Assist opportunities | 1.81±1.16 | 8.07±2.03 | 3.72±1.32 | 13.29±2.75 | 2.96±1.61 | 10.03±3.77 | 4.92±2.01 | 0.33 | 0.69 |
Points created assists | 2.10±1.50 | 9.63±2.59 | 4.42±1.63 | 15.69±3.47 | 3.49±1.91 | 11.79±4.63 | 5.85±2.56 | 0.32 | 0.65 |
Blocks | 0.15±0.04 | 0.49±0.32 | 0.58±0.53 | 0.22±0.15 | 0.31±0.28 | 0.29±0.10 | 0.39±0.34 | 0.10 | -0.14 |
Steals | 0.36±0.22 | 1.18±0.41 | 0.95±0.36 | 1.33±0.50 | 0.63±0.26 | 0.96±0.43 | 0.90±0.31 | 0.24 | 0.12 |
Opponents’ FGM Rim | 0.55±0.13 | 0.52±0.04 | 0.54±0.04 | 0.57±0.05 | 0.53±0.06 | 0.58±0.09 | 0.55±0.05 | 0.00 | 0.09 |
Touches per game | 19.43±7.56 | 66.93±7.94 | 42.86±8.56 | 82.36±7.49 | 30.78±8.35 | 64.06±13.17 | 45.28±9.69 | 0.50 | 0.60 |
Front court touches | 14.44±6.52 | 50.49±6.84 | 31.01±6.89 | 71.00±7.64 | 22.14±7.67 | 52.78±12.59 | 33.81±9.35 | 0.44 | 0.66 |
Close touches | 0.49±0.12 | 2.09±1.79 | 1.96±0.98 | 0.73±0.35 | 1.00±0.60 | 1.08±0.20 | 1.58±0.54 | 0.09 | -0.12 |
Elbow touches | 0.60±0.19 | 3.68±2.94 | 1.82±1.32 | 1.44±0.71 | 1.20±1.03 | 1.74±1.58 | 1.93±0.13 | 0.12 | -0.04 |
Points per touch | 0.23±0.07 | 0.27±0.09 | 0.30±0.06 | 0.20±0.04 | 0.24±0.08 | 0.20±0.07 | 0.26±0.08 | 0.06 | -0.19 |
Points per half court touch | 0.32±0.11 | 0.35±0.12 | 0.42±0.08 | 0.23±0.05 | 0.35±0.13 | 0.25±0.10 | 0.35±0.11 | 0.02 | -0.24 |
Time of possession (min per game) | 0.84±0.62 | 3.12±1.30 | 1.35±0.51 | 6.53±0.72 | 1.25±0.94 | 4.38±1.67 | 1.97±1.07 | 0.28 | 0.72 |
Distance in offense (season total) | 14.30±7.84 | 97.43±10.97 | 87.83±8.78 | 94.15±12.41 | 42.55±9.53 | 33.92±13.92 | 67.90±7.20 | 0.83 | -0.29 |
Distance in defense (season total) | 12.27±6.68 | 81.82±8.82 | 77.44±7.62 | 75.89±10.40 | 37.31±8.83 | 28.10±11.45 | 59.05±7.02 | 0.80 | -0.38 |
Speed in offense (mph) | 4.52±0.27 | 4.39±0.31 | 4.38±0.31 | 4.62±0.25 | 4.49±0.27 | 4.58±0.25 | 4.50±0.30 | -0.02 | 0.11 |
Speed in defense (mph) | 3.92±0.21 | 3.71±0.18 | 3.85±0.19 | 3.72±0.15 | 3.90±0.19 | 3.74±0.17 | 3.85±0.20 | -0.08 | -0.11 |
Offensive rebounds | 0.40±0.31 | 1.17±0.84 | 1.15±0.81 | 0.61±0.28 | 0.75±0.58 | 0.70±0.57 | 0.99±0.73 | 0.10 | -0.12 |
OR chances | 0.79±0.57 | 2.17±1.51 | 2.17±1.46 | 1.38±0.64 | 1.45±1.14 | 1.35±0.99 | 1.90±1.33 | 0.10 | -0.11 |
% OR per chance | 0.52±0.15 | 0.54±0.07 | 0.53±0.07 | 0.45±0.08 | 0.52±0.09 | 0.51±0.08 | 0.51±0.07 | -0.01 | -0.08 |
OR uncontested % | 0.46±0.25 | 0.50±0.15 | 0.52±0.14 | 0.35±0.12 | 0.48±0.16 | 0.38±0.16 | 0.48±0.14 | 0.00 | -0.13 |
Defensive rebounds | 1.40±0.75 | 4.87±1.94 | 3.83±1.65 | 2.85±0.75 | 2.25±0.96 | 3.19±1.48 | 3.23±1.57 | 0.20 | -0.08 |
DR Chances | 2.30±1.18 | 7.45±2.68 | 6.26±2.40 | 4.65±1.34 | 3.80±1.52 | 4.93±2.24 | 5.23±2.33 | 0.20 | -0.09 |
% DR per chance | 0.61±0.08 | 0.65±0.06 | 0.61±0.06 | 0.62±0.05 | 0.59±0.05 | 0.65±0.06 | 0.61±0.06 | 0.03 | 0.07 |
DR uncontested % | 0.17±0.09 | 0.19±0.06 | 0.20±0.06 | 0.13±0.04 | 0.20±0.07 | 0.15±0.05 | 0.19±0.06 | 0.01 | -0.15 |
Free throw % | 0.75±0.14 | 0.80±0.13 | 0.80±0.08 | 0.80±0.09 | 0.77±0.09 | 0.73±0.11 | 0.71±0.22 | 0.19 | 0.10 |