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raptor_defense
float64
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raptor_total
float64
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72.6
war_total
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war_reg_season
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predator_defense
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Alaa Abdelnaby
abdelal01
1,991
640
303
-3.93845
-0.510076
-4.448526
-0.265191
-0.226163
-0.039028
-3.905732
-1.696796
-5.602528
0.199241
Alaa Abdelnaby
abdelal01
1,992
1,998
959
-2.553849
-0.197943
-2.751792
-0.006893
0.070322
-0.077215
-2.499576
-0.721876
-3.221452
0.485436
Alaa Abdelnaby
abdelal01
1,993
2,754
1,379
-2.373736
-2.069808
-4.443544
-1.227189
-0.845272
-0.381918
-2.328144
-2.002263
-4.330407
0.488266
Alaa Abdelnaby
abdelal01
1,994
320
159
-6.140056
-2.748312
-8.888368
-0.5006
-0.5006
0
-5.820936
-3.52656
-9.347496
0.511152
Alaa Abdelnaby
abdelal01
1,995
984
506
-3.846543
-1.268012
-5.114556
-0.615802
-0.615802
0
-3.715429
-1.027024
-4.742453
1.545922
Kareem Abdul-Jabbar
abdulka01
1,977
7,674
3,483
4.544044
3.103855
7.647899
18.488255
15.456216
3.032039
4.762807
2.624501
7.387308
-0.502962
Kareem Abdul-Jabbar
abdulka01
1,978
5,343
2,399
3.447574
3.42349
6.871064
11.688727
11.478972
0.209755
3.944529
2.820569
6.765097
-0.566163
Kareem Abdul-Jabbar
abdulka01
1,979
7,826
3,524
2.950435
2.534175
5.48461
14.739138
13.20327
1.535868
3.238178
2.029599
5.267777
-0.799426
Kareem Abdul-Jabbar
abdulka01
1,980
8,226
3,761
3.12184
2.430631
5.552471
15.920002
12.849811
3.07019
3.409151
1.682673
5.091824
-0.726437
Kareem Abdul-Jabbar
abdulka01
1,981
6,716
3,110
2.37499
1.802589
4.177579
10.928773
10.599289
0.329484
2.545213
1.212412
3.757625
-0.609847
Kareem Abdul-Jabbar
abdulka01
1,982
6,887
3,170
1.268046
1.649586
2.917632
9.161705
7.815601
1.346104
1.635851
0.990026
2.625877
-0.505716
Kareem Abdul-Jabbar
abdulka01
1,983
6,835
3,142
2.081341
0.855779
2.93712
9.133039
7.373239
1.759799
2.391234
0.487264
2.878498
-0.427959
Kareem Abdul-Jabbar
abdulka01
1,984
7,348
3,389
1.514651
1.081401
2.596052
9.345016
5.906325
3.438691
1.911385
0.689803
2.601188
-0.500777
Kareem Abdul-Jabbar
abdulka01
1,985
7,107
3,240
2.516025
1.845929
4.361954
11.777612
9.165312
2.6123
3.007207
1.549274
4.556482
-0.38104
Kareem Abdul-Jabbar
abdulka01
1,986
6,719
3,118
2.185579
1.535458
3.721037
10.312246
8.755724
1.556522
2.71989
1.268369
3.988259
-0.262196
Kareem Abdul-Jabbar
abdulka01
1,987
6,410
3,000
0.199145
0.974265
1.17341
6.042652
4.509804
1.532849
0.685112
0.600316
1.285429
-0.203899
Kareem Abdul-Jabbar
abdulka01
1,988
6,220
3,026
-1.879462
0.407771
-1.471692
1.958343
1.754248
0.204095
-1.387252
0.096614
-1.290638
-0.153165
Kareem Abdul-Jabbar
abdulka01
1,989
4,281
2,046
-3.451541
0.484414
-2.967127
-0.24365
0.000069
-0.243719
-2.901626
0.18336
-2.718266
0.010843
Mahmoud Abdul-Rauf
abdulma02
1,991
3,606
1,505
-2.922758
-3.042184
-5.964941
-2.473735
-2.473735
0
-2.80859
-2.762224
-5.570814
0.206361
Mahmoud Abdul-Rauf
abdulma02
1,992
3,196
1,538
-2.534363
-2.523591
-5.057954
-1.814585
-1.814585
0
-2.699999
-2.643114
-5.343114
0.192425
Mahmoud Abdul-Rauf
abdulma02
1,993
5,699
2,710
0.289815
-1.088421
-0.798606
2.692147
2.692147
0
0.340753
-0.723144
-0.382391
-0.215319
Mahmoud Abdul-Rauf
abdulma02
1,994
5,925
2,956
1.035201
-0.888266
0.146935
4.33018
4.136852
0.193328
0.880021
-0.634117
0.245904
-0.338294
Mahmoud Abdul-Rauf
abdulma02
1,995
4,159
2,158
1.787025
-1.004574
0.782451
3.87186
3.935212
-0.063352
1.865542
-0.865755
0.999787
-0.253824
Mahmoud Abdul-Rauf
abdulma02
1,996
3,942
2,029
3.502526
-0.987506
2.51502
5.422873
5.422873
0
3.55554
-0.513614
3.041925
-0.46813
Mahmoud Abdul-Rauf
abdulma02
1,997
4,086
2,131
-0.389778
-1.726187
-2.115965
0.689871
0.689871
0
-0.296631
-1.370143
-1.666774
0.069514
Mahmoud Abdul-Rauf
abdulma02
1,998
1,029
530
-3.30522
-1.477925
-4.783144
-0.548181
-0.548181
0
-3.218727
-1.752997
-4.971725
-0.264747
Mahmoud Abdul-Rauf
abdulma02
2,001
939
486
0.678521
-2.640498
-1.961977
0.195461
0.195461
0
-0.031734
-3.090444
-3.122178
0.030938
Tariq Abdul-Wahad
abdulta01
1,998
1,861
959
-3.704133
-1.187281
-4.891414
-1.048299
-1.048299
0
-3.771389
-1.663345
-5.434734
0.047412
Tariq Abdul-Wahad
abdulta01
1,999
2,623
1,304
-1.730839
-0.257224
-1.988064
0.536423
0.204459
0.331964
-2.049144
-0.064782
-2.113926
-0.018856
Tariq Abdul-Wahad
abdulta01
2,000
3,215
1,578
-1.188052
-0.457694
-1.645746
0.876071
0.876071
0
-1.310627
-0.196093
-1.50672
0.018992
Tariq Abdul-Wahad
abdulta01
2,001
820
420
-5.303661
-0.963653
-6.267315
-0.75893
-0.75893
0
-5.35976
-1.40526
-6.76502
0.64019
Tariq Abdul-Wahad
abdulta01
2,002
841
441
-2.524324
-0.478045
-3.002369
-0.056546
-0.056546
0
-2.679625
-0.13506
-2.814685
0.412453
Tariq Abdul-Wahad
abdulta01
2,003
553
283
-0.212466
-0.957466
-1.169932
0.228929
0.199733
0.029195
-0.861448
-1.391198
-2.252645
-0.325525
Zaid Abdul-Aziz
abdulza01
1,977
441
195
-1.926415
-0.368835
-2.295249
0.044927
0.044927
0
-1.817927
-1.624327
-3.442253
-0.751147
Zaid Abdul-Aziz
abdulza01
1,978
340
158
-2.758282
-2.641593
-5.399875
-0.215742
-0.215742
0
-2.757176
-2.645785
-5.402961
0.762164
Shareef Abdur-Rahim
abdursh01
1,997
5,220
2,802
-2.332535
-1.382817
-3.715352
-1.372235
-1.372235
0
-2.192803
-1.333475
-3.526278
-0.516678
Shareef Abdur-Rahim
abdursh01
1,998
5,725
2,950
1.541273
-1.151265
0.390008
4.695972
4.695972
0
1.451551
-1.085285
0.366266
-0.580334
Shareef Abdur-Rahim
abdursh01
1,999
3,790
2,021
0.511296
-0.700346
-0.189051
2.626029
2.626029
0
0.414624
-0.573609
-0.158985
-0.497668
Shareef Abdur-Rahim
abdursh01
2,000
6,180
3,223
1.461136
-0.0478
1.413335
6.815217
6.815217
0
1.3416
-0.005868
1.335732
-0.424789
Shareef Abdur-Rahim
abdursh01
2,001
6,263
3,241
0.528008
-0.524749
0.003259
4.533112
4.533112
0
0.317934
-0.185123
0.132811
-0.396754
Shareef Abdur-Rahim
abdursh01
2,002
5,771
2,980
-0.477622
0.494529
0.016906
4.190999
4.190999
0
-0.160724
0.56816
0.407436
-0.344607
Shareef Abdur-Rahim
abdursh01
2,003
5,920
3,087
1.510805
-1.490183
0.020622
4.345879
4.345879
0
1.435515
-0.984146
0.451369
-0.375952
Shareef Abdur-Rahim
abdursh01
2,004
5,065
2,684
0.503389
-0.024218
0.479172
4.359558
4.359558
0
0.428036
-0.166351
0.261685
-0.309946
Shareef Abdur-Rahim
abdursh01
2,005
3,533
1,867
0.690568
-1.467867
-0.777299
1.86892
1.86892
0
0.573304
-0.997154
-0.423851
-0.497774
Shareef Abdur-Rahim
abdursh01
2,006
4,037
2,090
0.760258
-0.260694
0.499564
3.435711
3.638852
-0.203141
0.467694
-0.220544
0.24715
0.073112
Shareef Abdur-Rahim
abdursh01
2,007
4,025
2,015
-2.983411
-1.119639
-4.10305
-1.392884
-1.392884
0
-2.748347
-0.871193
-3.61954
0.125522
Shareef Abdur-Rahim
abdursh01
2,008
102
51
-2.628625
-1.587918
-4.216543
-0.038214
-0.038214
0
-3.125901
-1.569327
-4.695229
0.13224
Tom Abernethy
abernto01
1,977
3,507
1,592
0.452165
-0.508682
-0.056517
2.186883
1.968283
0.2186
0.047235
-0.95001
-0.902775
-0.330405
Tom Abernethy
abernto01
1,978
2,970
1,329
1.645945
0.372113
2.018058
3.221043
3.211864
0.009178
1.153714
-0.146308
1.007406
-0.363785
Tom Abernethy
abernto01
1,979
2,625
1,219
0.30892
-0.273728
0.035192
1.731161
1.731161
0
-0.163911
-0.532366
-0.696277
-0.064538
Tom Abernethy
abernto01
1,980
2,588
1,222
-1.303321
-1.078719
-2.38204
0.229101
0.229101
0
-1.721978
-1.34567
-3.067648
-0.140607
Tom Abernethy
abernto01
1,981
634
298
-1.753222
-1.766392
-3.519613
-0.117366
-0.117366
0
-2.547403
-2.27691
-4.824313
0.007052
Alex Abrines
abrinal01
2,017
2,387
1,135
0.543421
-1.144832
-0.601411
1.249008
1.447708
-0.1987
0.077102
-1.038677
-0.961575
0.326413
Alex Abrines
abrinal01
2,018
2,546
1,244
-0.020826
-1.502642
-1.523468
0.777304
0.465912
0.311392
-0.174621
-1.112625
-1.287247
-0.456141
Alex Abrines
abrinal01
2,019
1,279
588
-4.040157
1.885618
-2.154538
0.178167
0.178167
0
-4.577678
1.543282
-3.034396
-0.268013
Precious Achiuwa
achiupr01
2,021
1,581
749
-4.347596
0.954821
-3.392775
-0.246055
-0.246776
0.000721
-3.817713
0.474828
-3.342885
0.329157
Alex Acker
ackeral01
2,006
64
35
-7.479127
-2.255738
-9.734865
-0.126642
-0.126642
0
-6.623278
-3.515498
-10.138776
1.405761
Alex Acker
ackeral01
2,009
384
199
-1.919406
-1.14891
-3.068316
-0.02617
-0.02617
0
-2.423913
-2.586343
-5.010256
0.339733
Mark Acres
acresma01
1,988
2,682
1,309
-3.247238
-0.191917
-3.439155
-0.476363
-0.303996
-0.172367
-3.116036
-0.002732
-3.118768
0.769841
Mark Acres
acresma01
1,989
1,310
634
-3.526042
-0.203305
-3.729347
-0.318695
-0.313506
-0.005189
-3.493335
-0.372487
-3.865821
0.479902
Mark Acres
acresma01
1,990
3,709
1,691
-2.851223
-1.5823
-4.433523
-1.455559
-1.455559
0
-2.998667
-0.870821
-3.869488
0.212685
Mark Acres
acresma01
1,991
2,753
1,313
-2.131927
-0.145447
-2.277374
0.318001
0.318001
0
-2.408789
0.404661
-2.004128
0.435896
Mark Acres
acresma01
1,992
1,912
926
-2.085682
-0.095946
-2.181628
0.269529
0.269529
0
-2.480498
-0.003463
-2.483961
0.366021
Mark Acres
acresma01
1,993
552
269
-3.319074
-2.170507
-5.489581
-0.380642
-0.380642
0
-3.547963
-1.935639
-5.483601
0.136914
Quincy Acy
acyqu01
2,013
651
342
0.142861
0.744081
0.886942
0.637616
0.637616
0
-0.350424
0.597275
0.246851
0.441921
Quincy Acy
acyqu01
2,014
1,716
847
-1.565257
-0.216477
-1.781734
0.415918
0.415918
0
-1.464417
-0.223754
-1.688171
-0.554898
Quincy Acy
acyqu01
2,015
2,517
1,287
-2.456065
-0.420948
-2.877013
-0.083313
-0.083313
0
-2.797224
-1.648024
-4.445248
-0.100454
Quincy Acy
acyqu01
2,016
1,852
876
-0.58754
0.353933
-0.233607
1.123479
1.123479
0
-1.406108
0.02197
-1.384138
-0.102988
Quincy Acy
acyqu01
2,017
1,169
558
-0.34363
0.57615
0.23252
0.835632
0.835632
0
-0.922087
-0.059177
-0.981264
0.125008
Quincy Acy
acyqu01
2,018
2,856
1,359
-2.208182
-0.658814
-2.866997
-0.081232
-0.081232
0
-1.826813
-0.890246
-2.717059
0.136139
Quincy Acy
acyqu01
2,019
278
123
-5.581744
4.969011
-0.612733
0.135231
0.135231
0
-5.877811
2.495748
-3.382063
0.841981
Alvan Adams
adamsal01
1,977
5,117
2,278
0.203733
2.425297
2.62903
6.252465
6.252465
0
0.77691
2.121225
2.898135
0.0132
Alvan Adams
adamsal01
1,978
4,644
1,985
-1.137338
1.769308
0.63197
3.408288
3.515485
-0.107197
-0.654587
1.374685
0.720099
0.236464
Alvan Adams
adamsal01
1,979
6,211
2,736
1.005863
1.81582
2.821683
7.79373
6.802794
0.990936
1.542344
1.537152
3.079497
-0.12202
Alvan Adams
adamsal01
1,980
5,319
2,419
0.810687
2.378119
3.188806
7.350388
6.573593
0.776796
1.169091
2.118783
3.287874
-0.032809
Alvan Adams
adamsal01
1,981
4,954
2,272
0.724569
3.65492
4.379489
8.222495
7.830038
0.392457
1.003247
2.939466
3.942714
-0.039721
Alvan Adams
adamsal01
1,982
5,523
2,626
-0.239279
3.426199
3.18692
7.975643
7.569506
0.406137
0.168515
3.177991
3.346506
-0.032772
Alvan Adams
adamsal01
1,983
5,419
2,531
-0.592234
3.073272
2.481038
6.761271
6.64903
0.11224
-0.065216
2.787312
2.722095
0.053352
Alvan Adams
adamsal01
1,984
3,746
1,764
-0.924441
1.602417
0.677976
3.095306
2.758823
0.336483
-0.424081
1.377005
0.952924
0.303371
Alvan Adams
adamsal01
1,985
4,796
2,215
1.308321
1.543244
2.851565
6.344485
6.153865
0.19062
1.389506
1.536706
2.926212
0.092713
Alvan Adams
adamsal01
1,986
4,428
2,005
-0.860196
1.505542
0.645347
3.482691
3.482691
0
-0.57655
1.5227
0.94615
0.28024
Alvan Adams
adamsal01
1,987
3,632
1,690
-1.658711
0.010991
-1.64772
0.95209
0.95209
0
-1.307216
0.119098
-1.188118
0.178488
Alvan Adams
adamsal01
1,988
3,510
1,646
-2.436374
0.780393
-1.655981
0.923279
0.923279
0
-2.152158
0.779122
-1.373036
0.497432
Don Adams
adamsdo01
1,977
3,866
1,710
-1.120384
0.104718
-1.015666
1.515086
1.515086
0
-1.25917
0.012695
-1.246475
0.141064
Hassan Adams
adamsha01
2,007
970
504
-1.438885
-0.207292
-1.646176
0.281868
0.300376
-0.018508
-2.193706
-1.024706
-3.218412
-0.076201
Hassan Adams
adamsha01
2,009
101
52
-7.649871
-1.640457
-9.290327
-0.173747
-0.173747
0
-7.888239
-3.420143
-11.308381
0.122844
Jaylen Adams
adamsja01
2,019
952
428
-2.377644
-3.734729
-6.112373
-0.733513
-0.733513
0
-2.023145
-4.304853
-6.327998
-0.099018
Jaylen Adams
adamsja01
2,020
43
21
6.20769
7.656298
13.863988
0.180289
0
0.180289
3.989698
3.511923
7.501621
-1.784967
Jaylen Adams
adamsja01
2,021
41
18
-16.826146
-1.405129
-18.231275
-0.139591
-0.139591
0
-12.86384
-4.114459
-16.978299
-1.834433
Jordan Adams
adamsjo01
2,015
518
258
2.09589
0.518038
2.613928
0.715005
0.591481
0.123524
0.717085
1.240287
1.957372
0.689146
Jordan Adams
adamsjo01
2,016
34
15
-7.734475
1.417735
-6.316741
-0.028102
-0.028102
0
-6.12488
4.675153
-1.449727
2.883209
Michael Adams
adamsmi01
1,986
299
139
-4.41423
0.20272
-4.211511
-0.103765
-0.103765
0
-4.313208
-0.827446
-5.140654
0.117085
Michael Adams
adamsmi01
1,987
2,922
1,385
1.3256
0.793541
2.119141
3.446415
3.318296
0.128118
1.265461
0.834458
2.099919
0.103977
Michael Adams
adamsmi01
1,988
7,025
3,184
2.499417
0.878132
3.377549
9.935806
9.073077
0.862729
2.846907
1.047692
3.894599
-0.18825
Michael Adams
adamsmi01
1,989
6,483
2,862
3.723883
0.466658
4.190541
10.13847
9.858971
0.279499
4.073955
0.749009
4.822964
-0.04564
Michael Adams
adamsmi01
1,990
6,216
2,795
2.912502
-0.139569
2.772933
7.866556
7.790016
0.07654
3.14514
0.144119
3.289259
-0.215319
Michael Adams
adamsmi01
1,991
5,621
2,346
5.820741
-1.2328
4.587941
8.812801
8.812801
0
6.151354
-0.759427
5.391927
0.336374
Michael Adams
adamsmi01
1,992
5,754
2,795
2.274164
0.227956
2.50212
7.495441
7.495441
0
2.550084
0.555957
3.106041
0.076697
Michael Adams
adamsmi01
1,993
5,145
2,499
2.147467
-0.921141
1.226325
5.055167
5.055167
0
1.966795
-0.375029
1.591766
-0.282177
Michael Adams
adamsmi01
1,994
4,723
2,337
1.806476
-1.592109
0.214367
3.528629
3.528629
0
1.694918
-1.018024
0.676895
-0.160568

Dataset Overview

Intro

This dataset was downloaded from the good folks at fivethirtyeight. You can find the original (or in the future, updated) versions of this and several similar datasets at this GitHub link.

Data layout

Here are the columns in this dataset, which contains data on every NBA player, broken out by season, since the 1976 NBA-ABA merger:

Column Description
player_name Player name
player_id Basketball-Reference.com player ID
season Season
season_type Regular season (RS) or playoff (PO)
team Basketball-Reference ID of team
poss Possessions played
mp Minutes played
raptor_box_offense Points above average per 100 possessions added by player on offense, based only on box score estimate
raptor_box_defense Points above average per 100 possessions added by player on defense, based only on box score estimate
raptor_box_total Points above average per 100 possessions added by player, based only on box score estimate
raptor_onoff_offense Points above average per 100 possessions added by player on offense, based only on plus-minus data
raptor_onoff_defense Points above average per 100 possessions added by player on defense, based only on plus-minus data
raptor_onoff_total Points above average per 100 possessions added by player, based only on plus-minus data
raptor_offense Points above average per 100 possessions added by player on offense, using both box and on-off components
raptor_defense Points above average per 100 possessions added by player on defense, using both box and on-off components
raptor_total Points above average per 100 possessions added by player on both offense and defense, using both box and on-off components
war_total Wins Above Replacement between regular season and playoffs
war_reg_season Wins Above Replacement for regular season
war_playoffs Wins Above Replacement for playoffs
predator_offense Predictive points above average per 100 possessions added by player on offense
predator_defense Predictive points above average per 100 possessions added by player on defense
predator_total Predictive points above average per 100 possessions added by player on both offense and defense
pace_impact Player impact on team possessions per 48 minutes

More information

This dataset was put together for Hugging Face by this guy: Andrew Kroening

He was building some kind of a silly tool using this dataset. It's an NBA WAR Predictor tool, and you can find the Gradio interface here. The GitHub repo can be found here.

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