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Rock Chalk Talk: Basketball
Anything pertaining to basketball: college, pro, HS, recruiting, TV coverage
Anything pertaining to basketball: college, pro, HS, recruiting, TV coverage
+/- for all combos of players - pretty interesting
- CorpusJayhawk
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8 years 2 months ago #3799
by CorpusJayhawk
Don't worry about the mules, just load the wagon!!
I wrote the code to calculate the +/- for all possible combinations of players. I am not sure what to do with this data. The tables below are the top in terms of % of the time they play together. The 1st table is 2 player combo, the next table is 3 player combo, then 4 player and 5 player combos. You can see the most oft played 2 p[layer combo is Mason/Ellis. Those 2 ply together 68% of the total minutes. That is over 27 minutes per game those two are on the court together. If you look at the Δ, the most effective combo is Mickelson/Greene. The highest +/- is Selden/Ellis and the highest +/- per minute is Mickelson/Greene followed by Svi/Lucas.
As for the 3 Player combo, Mason/Graham/Ellis is the most played being on the court 55% of the time followed by Mason/Selden/Ellis 53% of the time. Mason/Selden/Ellis has the highest +/- by far (273) . Among the combos playing at least 10% of the time, Mason/Ellis/Mickelson is the most effective with a +/- per minute of 0.947. That trio also has the best Δ at 0.662.
As for the 4 player combo, 1 combo dominates the time. That is, of course, Mason/Graham/Ellis/Selden. Those 4 play together 43% of the time. The most effective on the floor are Graham/Ellis/Selden/Bragg with a +/- per minute of 0.996. of the top 10 combos. Mason is part of 7 of them, Graham 7, Selden 7, Ellis 8, Bragg 4, Mickelson 4, Mykailiuk 2 and Lucas 1. The best Δ is Mason/Selden/Ellis/Mickelson. Of the 17 combos that have a positive Δ, Ellis is part of 16, Mason 13, Selden 12, Graham 10, Lucas 5, Mickelson 4, Bragg 4, Mykailiuk 3, Greene 1 and Diallo 1.
As for the 5 player combos, the Mason/Graham/Selden/Ellis/Lucas combo is most played at 16% of the time followed by Mason/Graham/Selden/Ellis/Traylor at 11% and Mason/Graham/Selden/Ellis/Mickelson 7%. The Jayhawks have played 148 different lineups this year (not including walk-ons). Of the top playing 30 combos, the highest +/- per minute is Graham/Selden/Ellis/Mykhailiuk/Lucas. Of the 18 combos with a positive Δ, 15 include Ellis, Mason 14, Selden 13, Graham 12, Mykhailiuk 8, Greene 7, Lucas 6, Diallo 5, Mickelson 4, Bragg 3, Traylor 3.
As for the 3 Player combo, Mason/Graham/Ellis is the most played being on the court 55% of the time followed by Mason/Selden/Ellis 53% of the time. Mason/Selden/Ellis has the highest +/- by far (273) . Among the combos playing at least 10% of the time, Mason/Ellis/Mickelson is the most effective with a +/- per minute of 0.947. That trio also has the best Δ at 0.662.
As for the 4 player combo, 1 combo dominates the time. That is, of course, Mason/Graham/Ellis/Selden. Those 4 play together 43% of the time. The most effective on the floor are Graham/Ellis/Selden/Bragg with a +/- per minute of 0.996. of the top 10 combos. Mason is part of 7 of them, Graham 7, Selden 7, Ellis 8, Bragg 4, Mickelson 4, Mykailiuk 2 and Lucas 1. The best Δ is Mason/Selden/Ellis/Mickelson. Of the 17 combos that have a positive Δ, Ellis is part of 16, Mason 13, Selden 12, Graham 10, Lucas 5, Mickelson 4, Bragg 4, Mykailiuk 3, Greene 1 and Diallo 1.
As for the 5 player combos, the Mason/Graham/Selden/Ellis/Lucas combo is most played at 16% of the time followed by Mason/Graham/Selden/Ellis/Traylor at 11% and Mason/Graham/Selden/Ellis/Mickelson 7%. The Jayhawks have played 148 different lineups this year (not including walk-ons). Of the top playing 30 combos, the highest +/- per minute is Graham/Selden/Ellis/Mykhailiuk/Lucas. Of the 18 combos with a positive Δ, 15 include Ellis, Mason 14, Selden 13, Graham 12, Mykhailiuk 8, Greene 7, Lucas 6, Diallo 5, Mickelson 4, Bragg 3, Traylor 3.
2016 Season Total
Through 24 Games
(+/-) x-(+/-)
per per
Rnk 2 Player Combo Min %Min (+/-) Min x-Min x-(+/-) x-Min Δ
*** ******************** **** **** ****** ******* ***** ******* ******* *******
1 Mason/Ellis 666 68% 285 0.428 314 57 0.181 0.247
2 Mason/Graham 639 65% 179 0.280 341 163 0.478 -0.198
3 Graham/Ellis 608 62% 220 0.362 372 122 0.328 0.033
4 Mason/Selden 593 60% 271 0.457 387 71 0.183 0.274
5 Selden/Ellis 569 58% 286 0.502 411 56 0.136 0.366
6 Graham/Selden 567 58% 208 0.367 413 134 0.325 0.042
7 Graham/Lucas 274 28% 99 0.361 706 243 0.344 0.017
8 Mason/Lucas 273 28% 104 0.380 707 238 0.337 0.044
9 Ellis/Lucas 269 27% 125 0.465 711 217 0.305 0.160
10 Graham/Traylor 261 27% -21 -0.081 719 363 0.505 -0.585
11 Mason/Traylor 254 26% 10 0.039 726 332 0.458 -0.418
12 Selden/Lucas 253 26% 88 0.347 727 254 0.350 -0.002
13 Selden/Traylor 216 22% 15 0.069 764 327 0.428 -0.359
14 Mason/Mykhailiuk 197 20% 65 0.330 783 277 0.354 -0.024
15 Ellis/Traylor 196 20% 28 0.143 784 314 0.401 -0.258
16 Ellis/Mykhailiuk 179 18% 82 0.459 801 260 0.324 0.135
17 Graham/Mykhailiuk 178 18% 62 0.348 802 280 0.349 -0.001
18 Ellis/Greene 170 17% 59 0.346 810 283 0.350 -0.003
19 Mason/Greene 169 17% 53 0.314 811 289 0.356 -0.043
20 Graham/Bragg 168 17% 50 0.298 812 292 0.359 -0.061
21 Mason/Bragg 157 16% 41 0.261 823 301 0.366 -0.105
22 Graham/Greene 149 15% 10 0.067 831 332 0.399 -0.332
23 Selden/Bragg 142 15% 89 0.625 838 253 0.302 0.323
24 Mason/Mickelson 125 13% 102 0.813 855 240 0.281 0.532
25 Selden/Mykhailiuk 122 12% 94 0.770 858 248 0.289 0.481
26 Graham/Mickelson 119 12% 87 0.730 861 255 0.296 0.434
27 Mason/Diallo 115 12% 12 0.104 865 330 0.382 -0.278
28 Selden/Mickelson 114 12% 87 0.764 866 255 0.294 0.470
29 Graham/Diallo 113 12% 15 0.133 867 327 0.377 -0.244
30 Selden/Greene 112 11% 26 0.232 868 316 0.364 -0.132
31 Ellis/Mickelson 108 11% 98 0.904 872 244 0.280 0.624
32 Mykhailiuk/Lucas 104 11% 99 0.954 876 243 0.277 0.676
33 Bragg/Mykhailiuk 100 10% 27 0.270 880 315 0.358 -0.088
34 Greene/Traylor 93 9% -2 -0.021 887 344 0.388 -0.409
35 Ellis/Bragg 92 9% 55 0.600 888 287 0.323 0.277
36 Mykhailiuk/Traylor 89 9% 34 0.381 891 308 0.346 0.035
37 Selden/Diallo 82 8% 33 0.401 898 309 0.344 0.057
38 Greene/Lucas 76 8% 1 0.013 904 341 0.377 -0.364
39 Mykhailiuk/Diallo 71 7% 29 0.407 909 313 0.344 0.063
40 Greene/Mykhailiuk 67 7% 47 0.699 913 295 0.323 0.3762016 Season Total
Through 24 Games
(+/-) x-(+/-)
per per
Rnk 3 Player Combo Min %Min (+/-) Min x-Min x-(+/-) x-Min Δ
*** **************************** **** **** ****** ******* ***** ******* ******* *******
1 Mason/Graham/Ellis 543 55% 198 0.365 437 144 0.329 0.036
2 Mason/Selden/Ellis 522 53% 273 0.523 458 69 0.151 0.372
3 Graham/Selden/Ellis 470 48% 205 0.436 510 137 0.269 0.167
4 Mason/Graham/Selden 470 48% 184 0.392 510 158 0.310 0.082
5 Mason/Ellis/Lucas 242 25% 98 0.405 738 244 0.331 0.074
6 Graham/Ellis/Lucas 224 23% 98 0.437 756 244 0.323 0.114
7 Mason/Graham/Lucas 221 23% 70 0.317 759 272 0.358 -0.041
8 Mason/Selden/Lucas 212 22% 82 0.387 768 260 0.339 0.048
9 Selden/Ellis/Lucas 212 22% 101 0.477 768 241 0.314 0.163
10 Graham/Selden/Lucas 210 21% 51 0.243 770 291 0.378 -0.136
11 Mason/Graham/Traylor 206 21% -21 -0.102 774 363 0.469 -0.571
12 Graham/Selden/Traylor 179 18% -6 -0.034 801 348 0.435 -0.468
13 Mason/Selden/Traylor 177 18% 30 0.170 803 312 0.388 -0.219
14 Mason/Ellis/Traylor 176 18% 20 0.114 804 322 0.400 -0.287
15 Graham/Ellis/Traylor 166 17% 0 0.000 814 342 0.420 -0.420
16 Selden/Ellis/Traylor 150 15% 27 0.180 830 315 0.380 -0.200
17 Mason/Ellis/Mykhailiuk 138 14% 50 0.364 842 292 0.347 0.017
18 Mason/Ellis/Greene 132 13% 48 0.364 848 294 0.347 0.017
19 Mason/Graham/Bragg 112 11% 27 0.241 868 315 0.363 -0.121
20 Graham/Selden/Bragg 108 11% 72 0.666 872 270 0.310 0.356
21 Graham/Ellis/Mykhailiuk 101 10% 31 0.306 879 311 0.354 -0.048
22 Mason/Selden/Bragg 98 10% 63 0.646 883 279 0.316 0.330
23 Mason/Selden/Mickelson 97 10% 79 0.816 883 263 0.298 0.519
24 Graham/Ellis/Greene 96 10% 8 0.084 884 334 0.378 -0.294
25 Graham/Selden/Mickelson 96 10% 70 0.732 884 272 0.308 0.425
26 Mason/Ellis/Mickelson 95 10% 90 0.947 885 252 0.285 0.662
27 Mason/Graham/Mickelson 95 10% 78 0.824 885 264 0.298 0.525
28 Mason/Graham/Mykhailiuk 91 9% 7 0.077 889 335 0.377 -0.300
29 Selden/Ellis/Mickelson 90 9% 84 0.934 890 258 0.290 0.645
30 Mason/Graham/Diallo 88 9% -4 -0.045 892 346 0.388 -0.433
31 Graham/Ellis/Mickelson 87 9% 73 0.837 893 269 0.301 0.535
32 Mason/Ellis/Bragg 81 8% 56 0.692 899 286 0.318 0.374
33 Mason/Graham/Greene 79 8% 7 0.088 901 335 0.372 -0.284
34 Selden/Ellis/Greene 78 8% 30 0.384 902 312 0.346 0.038
35 Graham/Ellis/Bragg 73 7% 50 0.688 907 292 0.322 0.366
36 Selden/Ellis/Mykhailiuk 71 7% 64 0.906 909 278 0.306 0.600
37 Mason/Selden/Mykhailiuk 70 7% 53 0.759 910 289 0.318 0.442
38 Ellis/Mykhailiuk/Lucas 69 7% 57 0.828 911 285 0.313 0.516
39 Selden/Ellis/Bragg 69 7% 60 0.876 912 282 0.309 0.567
40 Mason/Selden/Diallo 68 7% 17 0.250 912 325 0.356 -0.106
41 Graham/Greene/Traylor 66 7% -27 -0.412 914 369 0.404 -0.815
42 Graham/Mykhailiuk/Lucas 66 7% 60 0.915 914 282 0.308 0.606
43 Mason/Mykhailiuk/Traylor 64 7% 25 0.389 916 317 0.346 0.042
44 Mason/Selden/Greene 63 6% 34 0.537 917 308 0.336 0.201
45 Mason/Ellis/Diallo 62 6% 22 0.353 918 320 0.349 0.004
46 Mason/Mykhailiuk/Lucas 61 6% 39 0.638 919 303 0.330 0.308
47 Graham/Selden/Diallo 60 6% 16 0.266 920 326 0.354 -0.089
48 Graham/Bragg/Mykhailiuk 58 6% 5 0.086 922 337 0.366 -0.280
49 Graham/Mykhailiuk/Traylor 58 6% 10 0.172 922 332 0.360 -0.188
50 Mason/Greene/Traylor 54 6% -4 -0.074 926 346 0.374 -0.4482016 Season Total
Through 24 Games
(+/-) x-(+/-)
per per
Rnk 4 Player Combo Min %Min (+/-) Min x-Min x-(+/-) x-Min Δ
*** *********************************** **** **** ****** ******* ***** ******* ******* *******
1 Mason/Graham/Selden/Ellis 423 43% 192 0.454 557 150 0.269 0.185
2 Mason/Graham/Ellis/Lucas 198 20% 71 0.359 782 271 0.346 0.012
3 Mason/Selden/Ellis/Lucas 194 20% 89 0.458 786 253 0.322 0.136
4 Graham/Selden/Ellis/Lucas 177 18% 69 0.390 803 273 0.340 0.050
5 Mason/Graham/Selden/Lucas 173 18% 45 0.260 807 297 0.368 -0.108
6 Mason/Graham/Ellis/Traylor 147 15% -3 -0.020 833 345 0.414 -0.435
7 Mason/Graham/Selden/Traylor 140 14% 9 0.064 840 333 0.396 -0.332
8 Mason/Selden/Ellis/Traylor 138 14% 34 0.247 842 308 0.366 -0.118
9 Graham/Selden/Ellis/Traylor 125 13% 9 0.072 855 333 0.390 -0.318
10 Mason/Selden/Ellis/Mickelson 84 9% 83 0.993 896 259 0.289 0.704
11 Mason/Graham/Selden/Mickelson 79 8% 64 0.806 901 278 0.309 0.497
12 Mason/Graham/Ellis/Mickelson 77 8% 74 0.961 903 268 0.297 0.664
13 Graham/Selden/Ellis/Mickelson 76 8% 68 0.900 904 274 0.303 0.597
14 Mason/Graham/Selden/Bragg 68 7% 50 0.730 912 292 0.320 0.410
15 Mason/Graham/Ellis/Mykhailiuk 64 7% 7 0.109 916 335 0.366 -0.257
16 Mason/Graham/Ellis/Bragg 63 6% 50 0.795 917 292 0.318 0.477
17 Mason/Selden/Ellis/Bragg 62 6% 54 0.874 918 288 0.314 0.560
18 Mason/Graham/Ellis/Greene 60 6% 6 0.100 920 336 0.365 -0.266
19 Graham/Selden/Ellis/Bragg 55 6% 55 0.996 925 287 0.310 0.686
20 Mason/Selden/Ellis/Greene 54 6% 36 0.661 926 306 0.331 0.330
21 Mason/Selden/Ellis/Mykhailiuk 50 5% 44 0.879 930 298 0.320 0.559
22 Mason/Ellis/Mykhailiuk/Lucas 49 5% 24 0.485 931 318 0.342 0.144
23 Mason/Graham/Ellis/Diallo 47 5% -1 -0.021 933 343 0.368 -0.389
24 Mason/Graham/Selden/Diallo 46 5% 2 0.043 934 340 0.364 -0.321
25 Graham/Ellis/Mykhailiuk/Lucas 43 4% 38 0.892 937 304 0.324 0.568
26 Mason/Ellis/Greene/Lucas 41 4% 6 0.145 939 336 0.358 -0.213
27 Mason/Selden/Ellis/Diallo 39 4% 14 0.355 941 328 0.349 0.006
28 Mason/Graham/Mykhailiuk/Traylor 35 4% 6 0.170 945 336 0.356 -0.185
29 Mason/Ellis/Greene/Traylor 33 3% -6 -0.183 947 348 0.367 -0.550
30 Mason/Ellis/Mykhailiuk/Traylor 32 3% 15 0.475 948 327 0.345 0.130
31 Graham/Selden/Ellis/Greene 30 3% -6 -0.202 950 348 0.366 -0.569
32 Graham/Selden/Ellis/Diallo 29 3% -5 -0.170 951 347 0.365 -0.535
33 Selden/Ellis/Mykhailiuk/Lucas 29 3% 45 1.554 951 297 0.312 1.241
34 Mason/Graham/Greene/Traylor 29 3% -24 -0.834 951 366 0.385 -1.219
35 Graham/Ellis/Greene/Traylor 29 3% -30 -1.048 951 372 0.391 -1.439
36 Graham/Selden/Greene/Traylor 29 3% -7 -0.245 951 349 0.367 -0.612
37 Mason/Graham/Mykhailiuk/Lucas 28 3% 13 0.467 952 329 0.346 0.122
38 Mason/Ellis/Greene/Mykhailiuk 26 3% 8 0.302 954 334 0.350 -0.048
39 Graham/Ellis/Greene/Lucas 25 3% 9 0.363 955 333 0.349 0.015
40 Mason/Graham/Bragg/Traylor 24 2% -20 -0.819 956 362 0.379 -1.1982016 Season Total
Through 24 Games
(+/-) x-(+/-)
per per
Rnk Players Min %Min (+/-) Min x-Min x-(+/-) x-Min Δ
*** **************************************** **** **** ****** ******* ***** ******* ******* *******
1 Mason/Graham/Selden/Ellis/Lucas 160 16% 57 0.357 820 285 0.347 0.010
2 Mason/Graham/Selden/Ellis/Traylor 113 11% 16 0.142 867 326 0.376 -0.234
3 Mason/Graham/Selden/Ellis/Mickelson 69 7% 67 0.967 911 275 0.302 0.665
4 Mason/Graham/Selden/Ellis/Bragg 49 5% 49 1.010 932 293 0.315 0.696
5 Mason/Graham/Selden/Ellis/Diallo 26 3% -4 -0.151 954 346 0.363 -0.514
6 Mason/Graham/Ellis/Mykhailiuk/Lucas 23 2% 5 0.215 957 337 0.352 -0.137
7 Mason/Graham/Ellis/Greene/Traylor 17 2% -26 -1.529 963 368 0.382 -1.912
8 Mason/Selden/Ellis/Greene/Lucas 17 2% 2 0.119 963 340 0.353 -0.234
9 Mason/Selden/Ellis/Mykhailiuk/Lucas 17 2% 24 1.437 963 318 0.330 1.107
10 Mason/Graham/Ellis/Mykhailiuk/Traylor 16 2% 7 0.437 964 335 0.348 0.090
11 Mason/Graham/Ellis/Greene/Lucas 15 2% 9 0.598 965 333 0.345 0.253
12 Mason/Selden/Ellis/Greene/Traylor 13 1% 15 1.161 967 327 0.338 0.823
13 Mason/Graham/Ellis/Mykhailiuk/Diallo 13 1% -4 -0.311 967 346 0.358 -0.669
14 Graham/Selden/Ellis/Mykhailiuk/Lucas 12 1% 21 1.712 968 321 0.332 1.380
15 Mason/Selden/Ellis/Mykhailiuk/Traylor 12 1% 3 0.249 968 339 0.350 -0.101
16 Mason/Ellis/Greene/Mykhailiuk/Lucas 10 1% -5 -0.526 971 347 0.358 -0.884
17 Graham/Selden/Ellis/Greene/Traylor 9 1% -6 -0.651 971 348 0.358 -1.009
18 Mason/Graham/Bragg/Mykhailiuk/Traylor 9 1% -7 -0.797 971 349 0.359 -1.156
19 Graham/Selden/Bragg/Mykhailiuk/Lucas 9 1% 11 1.267 971 331 0.341 0.926
20 Mason/Graham/Selden/Bragg/Traylor 9 1% 2 0.231 971 340 0.350 -0.119
21 Mason/Selden/Ellis/Mickelson/Greene 8 1% 8 0.980 972 334 0.344 0.636
22 Mason/Selden/Ellis/Mykhailiuk/Diallo 8 1% 13 1.635 972 329 0.338 1.297
23 Mason/Graham/Ellis/Greene/Diallo 8 1% 7 0.894 972 335 0.345 0.549
24 Mason/Graham/Selden/Traylor/Lucas 8 1% -12 -1.575 972 354 0.364 -1.940
25 Graham/Selden/Bragg/Mykhailiuk/Diallo 7 1% 12 1.614 973 330 0.339 1.275
26 Mason/Graham/Selden/Diallo/Traylor 7 1% 4 0.557 973 338 0.347 0.209
27 Graham/Selden/Greene/Traylor/Lucas 7 1% -11 -1.549 973 353 0.363 -1.912
28 Mason/Graham/Ellis/Greene/Bragg 7 1% 1 0.153 973 341 0.350 -0.198
29 Mason/Selden/Ellis/Bragg/Mykhailiuk 6 1% -9 -1.392 974 351 0.361 -1.752
30 Graham/Selden/Ellis/Mickelson/Greene 6 1% 1 0.159 974 341 0.350 -0.191
31 Graham/Selden/Greene/Bragg/Traylor 6 1% 2 0.322 974 340 0.349 -0.027
32 Mason/Graham/Selden/Ellis/Greene 6 1% 0 0.000 974 342 0.351 -0.351
33 Graham/Ellis/Greene/Mykhailiuk/Lucas 6 1% 7 1.246 974 335 0.344 0.902
34 Mason/Graham/Ellis/Mickelson/Greene 5 1% 13 2.385 975 329 0.338 2.048
35 Mason/Graham/Ellis/Bragg/Mykhailiuk 5 1% -2 -0.367 975 344 0.353 -0.720
36 Mason/Graham/Greene/Bragg/Traylor 5 1% -8 -1.472 975 350 0.359 -1.832
37 Mason/Selden/Ellis/Mickelson/Mykhailiuk 5 1% 6 1.111 975 336 0.345 0.766
38 Mason/Graham/Mykhailiuk/Diallo/Traylor 5 1% -7 -1.308 975 349 0.358 -1.666
39 Mason/Graham/Selden/Mickelson/Bragg 5 1% 1 0.194 975 341 0.350 -0.156
40 Mason/Selden/Ellis/Greene/Diallo 5 1% 5 0.993 975 337 0.346 0.648Don't worry about the mules, just load the wagon!!
The following user(s) said Thank You: konza63, Socalhawk, porthawk, Freestate69
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