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raptor_offense
float64
-82.19
53.2
raptor_defense
float64
-43.21
62.5
raptor_total
float64
-103.08
72.6
war_total
float64
-7.38
28.8
war_reg_season
float64
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7.01
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42.9
predator_defense
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49.1
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23.7
Hot Rod Williams
williho01
1,992
5,965
2,999
1.264035
2.159514
3.423549
9.468422
7.128272
2.34015
1.461933
1.922459
3.384392
-0.711485
Hot Rod Williams
williho01
1,993
4,550
2,292
-2.393586
1.480281
-0.913305
2.135005
2.023869
0.111136
-1.929771
1.129201
-0.80057
-0.411204
Hot Rod Williams
williho01
1,994
5,140
2,660
-0.000596
0.982443
0.981847
5.037275
5.037275
0
0.257679
1.004754
1.262433
-0.519421
Hot Rod Williams
williho01
1,995
4,977
2,785
-2.02566
1.451336
-0.574324
3.070263
3.267383
-0.197121
-1.787054
1.466409
-0.320645
-0.413437
Hot Rod Williams
williho01
1,996
3,463
1,767
-3.172868
0.62769
-2.545178
0.163089
0.483629
-0.32054
-2.827647
0.626584
-2.201062
-0.480479
Hot Rod Williams
williho01
1,997
4,407
2,242
-1.921395
1.535885
-0.38551
2.684228
2.770314
-0.086086
-1.756701
1.542422
-0.214279
-0.709372
Hot Rod Williams
williho01
1,998
2,631
1,366
-2.747232
1.75957
-0.987662
1.219139
1.281178
-0.062038
-2.929056
1.255008
-1.674048
-0.477236
Hot Rod Williams
williho01
1,999
756
403
-3.297274
0.575191
-2.722082
0.005724
0.005724
0
-3.480967
0.469173
-3.011794
-0.245936
Jayson Williams
willija01
1,991
1,043
518
-4.392235
-2.49008
-6.882315
-1.099779
-1.14126
0.041481
-4.393737
-2.367184
-6.760921
1.037383
Jayson Williams
willija01
1,992
1,276
646
-5.721102
-1.075975
-6.797077
-1.347456
-1.347456
0
-5.283265
-0.904692
-6.187957
0.996304
Jayson Williams
willija01
1,993
281
139
-2.885615
-0.228733
-3.114347
-0.026039
-0.026039
0
-2.732422
-0.195875
-2.928297
0.758343
Jayson Williams
willija01
1,994
1,797
894
-2.018983
-0.490672
-2.509655
0.097608
0.205471
-0.107863
-2.170209
-0.479848
-2.650056
0.326254
Jayson Williams
willija01
1,995
1,910
982
-1.074728
0.454442
-0.620286
1.069012
1.069012
0
-1.250508
0.463317
-0.787191
0.175421
Jayson Williams
willija01
1,996
3,559
1,858
-0.8977
0.461622
-0.436078
2.184438
2.184438
0
-1.019211
0.390502
-0.628709
-0.383358
Jayson Williams
willija01
1,997
2,788
1,432
-1.19849
-0.626141
-1.824631
0.671705
0.671705
0
-1.07122
-0.273131
-1.344351
-0.590563
Jayson Williams
willija01
1,998
4,702
2,459
2.397179
-0.33219
2.064988
5.982838
5.760399
0.222439
2.348551
0.043032
2.391583
-0.922528
Jayson Williams
willija01
1,999
1,967
1,020
-0.883013
0.96816
0.085147
1.467623
1.467623
0
-0.971978
1.288444
0.316466
-0.475716
Jason Williams
willija02
1,999
3,956
1,968
0.921078
0.084293
1.005371
3.798843
3.397502
0.401341
1.373406
0.502098
1.875505
0.235342
Jason Williams
willija02
2,000
6,055
2,905
0.508621
-0.901623
-0.393002
3.499298
3.399559
0.099739
1.025525
-0.818698
0.206827
0.23604
Jason Williams
willija02
2,001
4,942
2,481
0.641941
-1.253759
-0.611818
2.709508
2.607117
0.102391
0.808662
-1.236712
-0.42805
-0.050602
Jason Williams
willija02
2,002
4,292
2,236
0.890836
-1.046886
-0.156049
2.969824
2.969824
0
1.354555
-0.781714
0.57284
0.329588
Jason Williams
willija02
2,003
4,702
2,407
3.805664
-2.502137
1.303528
4.96356
4.96356
0
3.823331
-1.976392
1.846938
-0.266015
Jason Williams
willija02
2,004
4,310
2,245
3.52295
-2.242259
1.280691
4.579844
4.703699
-0.123855
3.586048
-1.986536
1.599512
-0.18426
Jason Williams
willija02
2,005
3,860
2,066
2.459899
-1.070599
1.3893
4.363368
3.90239
0.460978
2.558823
-1.229058
1.329765
-0.128124
Jason Williams
willija02
2,006
4,922
2,560
1.449018
-0.966053
0.482965
4.238769
3.263754
0.975015
1.51586
-0.830721
0.685139
-0.222669
Jason Williams
willija02
2,007
3,749
1,977
1.994602
-0.779035
1.215567
3.989119
3.801343
0.187776
1.925889
-0.719093
1.206796
-0.398938
Jason Williams
willija02
2,008
3,585
1,886
-0.02832
-1.195527
-1.223848
1.466472
1.466472
0
-0.098051
-0.879784
-0.977835
-0.130502
Jason Williams
willija02
2,010
3,652
1,895
1.45864
-0.785883
0.672757
3.291248
3.068752
0.222495
1.144788
-1.133703
0.011086
-0.496898
Jason Williams
willija02
2,011
569
295
-1.557748
-0.342823
-1.900571
0.129279
0.129279
0
-1.775543
-1.726324
-3.501868
0.367628
Jay Williams
willija03
2,003
3,864
1,961
-1.024604
-1.364509
-2.389114
0.362912
0.362912
0
-0.765334
-1.023694
-1.789028
0.470346
Jawad Williams
willija04
2,009
37
20
0.228112
0.303486
0.531598
0.034024
0.034024
0
1.260241
-0.797712
0.462529
1.492161
Jawad Williams
willija04
2,010
1,437
746
-2.202444
-1.577503
-3.779947
-0.395482
-0.366346
-0.029136
-2.250291
-1.537922
-3.788214
0.441143
Jawad Williams
willija04
2,011
766
391
-4.017048
-2.181342
-6.19839
-0.690257
-0.690257
0
-4.095
-2.58486
-6.679861
0.317567
Jerome Williams
willije01
1,997
324
182
-4.334033
3.215369
-1.118664
0.153809
0.092036
0.061772
-3.552588
1.909488
-1.6431
0.306241
Jerome Williams
willije01
1,998
2,425
1,305
0.890112
0.683594
1.573707
2.874005
2.874005
0
0.578554
0.341968
0.920522
-0.151248
Jerome Williams
willije01
1,999
2,304
1,277
1.899744
2.036186
3.935929
4.334696
4.057052
0.277644
1.843862
1.975338
3.819199
-0.379688
Jerome Williams
willije01
2,000
4,377
2,175
1.078581
1.520054
2.598635
5.91763
5.765951
0.151679
1.051311
1.309737
2.361048
-0.297175
Jerome Williams
willije01
2,001
2,628
1,346
-0.231698
0.67708
0.445382
2.228622
1.725234
0.503388
-0.292797
0.809935
0.517138
-0.006094
Jerome Williams
willije01
2,002
3,329
1,784
0.408966
1.940628
2.349594
4.662474
4.055681
0.606793
0.148865
1.782819
1.931683
-0.125052
Jerome Williams
willije01
2,003
4,444
2,346
-0.35827
1.733087
1.374817
4.928902
4.928902
0
-0.333171
2.080729
1.747558
-0.153164
Jerome Williams
willije01
2,004
3,134
1,637
-0.575981
0.96933
0.393349
2.599414
2.599414
0
-0.746096
1.100434
0.354338
-0.294423
Jerome Williams
willije01
2,005
2,315
1,211
-0.620654
1.268564
0.64791
2.107471
2.107471
0
-1.083941
0.752196
-0.331746
0.353544
John Williamson
willijo01
1,977
5,497
2,481
-0.505545
-1.292635
-1.798179
1.189411
1.189411
0
-0.639807
-0.747911
-1.387718
0.293661
John Williamson
willijo01
1,978
6,300
2,731
-0.802913
-1.57066
-2.373573
0.498588
0.498588
0
-0.856825
-1.157378
-2.014203
-0.023612
John Williamson
willijo01
1,979
5,866
2,543
-0.290644
-1.206252
-1.496896
1.613674
1.868582
-0.254908
-0.565253
-0.910965
-1.476217
-0.007475
John Williamson
willijo01
1,980
3,093
1,405
-1.082513
-1.902139
-2.984652
-0.202093
-0.23911
0.037018
-1.276871
-1.782076
-3.058947
0.291266
John Williamson
willijo01
1,981
242
112
-6.579416
-1.23855
-7.817966
-0.291712
-0.291712
0
-6.391024
-1.982304
-8.373328
0.753215
John Williams
willijo02
1,987
3,846
1,822
0.295574
2.160123
2.455696
4.858066
4.716122
0.141944
0.39528
2.024982
2.420263
0.30687
John Williams
willijo02
1,988
5,369
2,613
0.552502
1.295439
1.847941
6.172898
5.516313
0.656585
0.620448
1.377061
1.997509
0.08899
John Williams
willijo02
1,989
5,125
2,413
2.038737
2.572931
4.611668
9.052154
9.052154
0
2.089477
2.295875
4.385352
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John Williams
willijo02
1,990
1,324
632
1.230438
0.426504
1.656942
1.415202
1.415202
0
1.333542
0.205743
1.539285
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John Williams
willijo02
1,991
1,933
941
-0.569614
0.474873
-0.094741
1.273277
1.273277
0
-0.506027
0.112468
-0.39356
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John Williams
willijo02
1,993
3,616
1,736
-2.24358
0.789568
-1.454012
1.145114
1.208195
-0.063081
-2.257524
0.653538
-1.603986
0.504791
John Williams
willijo02
1,994
1,522
725
-1.002053
-0.786972
-1.789026
0.355901
0.355901
0
-1.566147
-0.703195
-2.269342
0.119646
John Williams
willijo02
1,995
762
402
-6.285768
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-7.942149
-1.070056
-1.070056
0
-5.997968
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-8.422362
0.454275
Jordan Williams
willijo03
2,012
1,206
635
-0.966537
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-1.593004
0.37381
0.37381
0
-1.359018
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-2.144948
-0.253757
Johnathan Williams
willijo04
2,019
793
372
-0.792989
-1.358993
-2.151982
0.113039
0.113039
0
-1.735585
-1.147538
-2.883124
-0.414167
Johnathan Williams
willijo04
2,020
374
180
-1.749237
-4.763294
-6.512531
-0.341475
-0.341475
0
-2.786727
-6.12528
-8.912007
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Justin Williams
williju01
2,007
665
333
-0.498173
-2.22313
-2.721303
0.004895
0.004895
0
-0.76171
-2.176936
-2.938646
0.363338
Justin Williams
williju01
2,008
244
123
-2.969679
0.336019
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-0.004707
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0
-2.817073
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-2.818677
0.699435
Kevin Williams
willike01
1,984
449
200
-1.698597
-2.269216
-3.967812
-0.125771
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0
-2.083839
-1.931515
-4.015354
1.244422
Kevin Williams
willike01
1,985
902
420
-2.459452
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-3.058693
-0.067277
-0.064547
-0.00273
-2.630421
-0.399964
-3.030386
1.667278
Kevin Williams
willike01
1,987
2,033
958
-0.949462
0.174477
-0.774984
1.027048
0.13247
0.894578
-1.037754
0.696858
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1.483572
Kevin Williams
willike01
1,988
2,436
1,154
-1.068368
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0.886789
0.832799
0.05399
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0.322807
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1.231709
Kevin Williams
willike01
1,989
1,164
547
-3.652116
-1.221256
-4.873371
-0.604017
-0.604017
0
-3.889536
-1.02104
-4.910576
1.18158
Kevin Willis
willike02
1,985
3,754
1,785
-2.303727
-0.414727
-2.718454
0.028762
0.028762
0
-2.195785
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-2.629119
0.116803
Kevin Willis
willike02
1,986
5,434
2,580
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0.192053
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2.692537
2.145574
0.546963
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0.355405
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Kevin Willis
willike02
1,987
6,076
2,982
0.918734
0.512431
1.431165
6.364335
5.79812
0.566214
1.236629
0.756619
1.993248
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Kevin Willis
willike02
1,988
5,162
2,553
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0.080599
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3.049536
2.294189
0.755346
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0.255617
0.162557
0.137175
Kevin Willis
willike02
1,990
4,589
2,273
0.205088
-0.754131
-0.549044
2.553559
2.553559
0
0.469159
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-0.048783
0.04462
Kevin Willis
willike02
1,991
5,239
2,532
-0.375748
-0.825969
-1.201718
2.014986
1.733687
0.281299
-0.146335
-0.591425
-0.73776
-0.195849
Kevin Willis
willike02
1,992
6,104
2,962
1.188859
0.201347
1.390206
6.213907
6.213907
0
1.26492
0.323868
1.588788
-0.669626
Kevin Willis
willike02
1,993
6,117
2,981
-0.236479
-0.63439
-0.870869
2.842708
2.845112
-0.002404
0.028006
-0.330466
-0.30246
-0.272815
Kevin Willis
willike02
1,994
6,364
3,229
0.558661
0.338079
0.896739
5.984737
5.511109
0.473627
0.697743
0.53153
1.229273
-0.377835
Kevin Willis
willike02
1,995
4,673
2,390
-1.648062
-0.507334
-2.155396
0.720528
0.720528
0
-1.197368
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-1.42959
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Kevin Willis
willike02
1,996
4,136
2,135
-3.324023
-1.036367
-4.360391
-1.736257
-1.736257
0
-3.160012
-0.94094
-4.100952
0.033255
Kevin Willis
willike02
1,997
4,343
2,259
-2.883476
0.095358
-2.788118
-0.064478
0.239177
-0.303654
-2.729983
0.168689
-2.561295
0.048481
Kevin Willis
willike02
1,998
5,162
2,696
-0.364507
-0.945381
-1.309889
1.984349
1.738302
0.246047
-0.295808
-0.66314
-0.958947
-0.349131
Kevin Willis
willike02
1,999
2,275
1,216
-2.089139
-0.80584
-2.894979
-0.089689
-0.089689
0
-1.808693
-0.5906
-2.399293
-0.256788
Kevin Willis
willike02
2,000
3,411
1,755
-2.42074
-1.030494
-3.451233
-0.620603
-0.683924
0.063322
-2.359654
-0.800211
-3.159865
0.147085
Kevin Willis
willike02
2,001
3,543
1,830
-3.297861
-1.827164
-5.125024
-2.21612
-2.21612
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-2.845339
-1.194139
-4.039478
0.044902
Kevin Willis
willike02
2,002
1,608
865
-2.150305
-0.12827
-2.278574
0.20767
0.20767
0
-2.2341
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-2.514991
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Kevin Willis
willike02
2,003
1,768
931
-3.071813
-1.057106
-4.128919
-0.6583
-0.74156
0.08326
-2.886113
-1.24114
-4.127253
0.397232
Kevin Willis
willike02
2,004
747
398
-3.238374
0.46187
-2.776504
-0.008771
0.044662
-0.053432
-2.739213
0.741731
-1.997482
1.124551
Kevin Willis
willike02
2,005
663
344
-3.986149
-2.481726
-6.467875
-0.655215
-0.655215
0
-4.139714
-2.355099
-6.494813
0.380133
Kevin Willis
willike02
2,007
81
43
-3.987215
-0.335383
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0
-3.790621
1.255044
-2.535577
2.076373
Kenny Williams
willike03
1,991
1,108
529
-2.006744
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-0.123954
-0.028621
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-4.073994
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Kenny Williams
willike03
1,992
1,181
566
0.403494
1.111555
1.515049
1.242928
1.199422
0.043506
-0.037598
0.628939
0.591341
0.474607
Kenny Williams
willike03
1,993
1,728
855
1.140959
0.465442
1.606401
1.88801
1.889455
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0.595351
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0.215185
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Kenny Williams
willike03
1,994
2,099
1,073
-0.418393
0.642726
0.224333
1.6264
1.501095
0.125305
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Kenrich Williams
willike04
2,019
2,378
1,079
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0.71797
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1.216845
1.216845
0
-0.872564
0.757201
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0.449715
Kenrich Williams
willike04
2,020
1,792
832
-2.049015
2.36721
0.318195
1.295914
1.295914
0
-2.101546
2.115836
0.01429
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Kenrich Williams
willike04
2,021
3,066
1,426
0.876234
0.22223
1.098464
2.800066
2.800066
0
-0.468004
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0.004851
Lorenzo Williams
willilo01
1,993
366
182
-3.699092
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-4.333462
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-0.169839
0.024582
-3.809211
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-4.584246
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Lorenzo Williams
willilo01
1,994
1,427
716
-1.145978
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-2.436514
0.116029
0.116029
0
-1.718891
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Lorenzo Williams
willilo01
1,995
4,755
2,383
-2.621091
1.180787
-1.440305
1.58525
1.58525
0
-2.643282
1.509567
-1.133715
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Lorenzo Williams
willilo01
1,996
3,631
1,806
-3.745375
0.825659
-2.919716
-0.15553
-0.15553
0
-3.855652
1.008315
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Lorenzo Williams
willilo01
1,997
523
269
-4.017153
0.003237
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-0.175674
-0.164578
-0.011097
-4.16982
0.0045
-4.165319
0.663123
Lorenzo Williams
willilo01
1,998
215
111
1.863437
-1.311514
0.551923
0.186698
0.186698
0
0.752515
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Lorenzo Williams
willilo01
2,000
148
76
1.286431
2.069332
3.355763
0.236788
0.236788
0
0.649023
1.786642
2.435665
0.014317