From 5dc70999afbb7e0ca7be77cd3f74293cd6487b30 Mon Sep 17 00:00:00 2001
From: Dhrumil Mehta <dhrumil.mehta@gmail.com>
Date: Mon, 8 Jul 2019 18:20:49 -0400
Subject: [PATCH] add data for draymond

---
 nba-draymond/README.md    |   13 +
 nba-draymond/draymond.csv | 3010 +++++++++++++++++++++++++++++++++++++
 2 files changed, 3023 insertions(+)
 create mode 100644 nba-draymond/README.md
 create mode 100644 nba-draymond/draymond.csv

diff --git a/nba-draymond/README.md b/nba-draymond/README.md
new file mode 100644
index 0000000..67f7908
--- /dev/null
+++ b/nba-draymond/README.md
@@ -0,0 +1,13 @@
+# nba-draymond
+
+This folder contains the data behind the story [A Better Way To Evaluate NBA Defense](https://fivethirtyeight.com/features/a-better-way-to-evaluate-nba-defense/).
+
+`draymond.csv` contains the DRAYMOND ratings (Defensive Rating Accounting for Yielding Minimal Openness by Nearest Defender) for every player since the 2013-14 season.
+
+
+Column | Description
+-------|-------------
+`season` | The second year of the season; for example, 2018-2019 season would be listed as 2019.
+`player`| Name of the player
+`posessions` | Number of possessions a player played during the season
+`DRAYMOND` | Defensive Rating Accounting for Yielding Minimal Openness by Nearest Defender
diff --git a/nba-draymond/draymond.csv b/nba-draymond/draymond.csv
new file mode 100644
index 0000000..2860032
--- /dev/null
+++ b/nba-draymond/draymond.csv
@@ -0,0 +1,3010 @@
+season,player,possessions,DRAYMOND
+2017,AJ Hammons,331.0258,-0.1766801
+2014,AJ Price,211.7156,5.912172
+2015,AJ Price,633.5186,-1.790921
+2014,Aaron Brooks,3257.934,-0.9529003
+2015,Aaron Brooks,3984.044,-0.1861272
+2016,Aaron Brooks,2276.017,2.296577
+2017,Aaron Brooks,1837.432,-1.121518
+2018,Aaron Brooks,408.4625,-3.238316
+2015,Aaron Gordon,1621.729,1.528847
+2016,Aaron Gordon,3855.246,-0.0594504
+2017,Aaron Gordon,4731.486,0.2830148
+2018,Aaron Gordon,4019.24,1.179464
+2019,Aaron Gordon,5817.49,-0.0558359
+2014,Aaron Gray,727.2385,-1.097272
+2016,Aaron Harrison,223.9285,0.6334358
+2017,Aaron Harrison,34.88896,-8.022891
+2018,Aaron Harrison,481.4848,-0.513968
+2019,Aaron Holiday,1434.413,1.722443
+2018,Aaron Jackson,103.3146,-7.791431
+2018,Abdel Nader,1171.803,-2.305092
+2019,Abdel Nader,1548.422,-1.125015
+2014,Adonis Thomas,75.31313,-1.632967
+2015,Adreian Payne,1470.223,-3.482662
+2016,Adreian Payne,999.3375,-1.042118
+2017,Adreian Payne,279.45,0.2621272
+2018,Adreian Payne,88.93833,-0.9736428
+2014,Al Harrington,1147.454,-0.7183384
+2014,Al Horford,1943.542,1.487233
+2015,Al Horford,5738.118,1.582315
+2016,Al Horford,6204.384,1.474515
+2017,Al Horford,5690.006,-0.059025
+2018,Al Horford,5984.873,2.735347
+2019,Al Horford,4834.457,1.1816
+2014,Al Jefferson,5189.211,0.7736504
+2015,Al Jefferson,3925.07,-0.8153014
+2016,Al Jefferson,2554.31,-0.1928413
+2017,Al Jefferson,1907.192,-0.9389905
+2018,Al Jefferson,997.9475,-0.6700933
+2014,Al-Farouq Aminu,4051.23,-1.20371
+2015,Al-Farouq Aminu,3162.33,-0.0324187
+2016,Al-Farouq Aminu,5620.879,0.503723
+2017,Al-Farouq Aminu,3876.177,1.038686
+2018,Al-Farouq Aminu,4555.827,0.939367
+2019,Al-Farouq Aminu,5689.188,-0.9228402
+2014,Alan Anderson,3969.544,-0.619294
+2015,Alan Anderson,3802.11,-0.1540046
+2016,Alan Anderson,405.12,-2.482471
+2017,Alan Anderson,635.25,-2.504901
+2016,Alan Williams,157.6467,2.121647
+2017,Alan Williams,1532.083,2.144733
+2018,Alan Williams,143.8062,-2.083492
+2019,Alan Williams,60.07625,8.127236
+2014,Alec Burks,4294.625,-1.14312
+2015,Alec Burks,1731.886,-2.625811
+2016,Alec Burks,1601.472,-2.254529
+2017,Alec Burks,1323.413,1.065813
+2018,Alec Burks,2442.966,-2.676581
+2019,Alec Burks,2873.705,-1.056674
+2018,Alec Peters,484.3125,-0.0217764
+2017,Alex Abrines,2416.884,-2.268143
+2018,Alex Abrines,2578.298,-0.6406532
+2019,Alex Abrines,1288.455,-1.124739
+2018,Alex Caruso,1217.667,1.459116
+2019,Alex Caruso,1137.778,4.17129
+2015,Alex Kirk,29.53125,-11.54336
+2014,Alex Len,760.4263,-2.645275
+2015,Alex Len,3170.09,1.204752
+2016,Alex Len,3811.581,0.6525376
+2017,Alex Len,3358.225,1.541873
+2018,Alex Len,3026.859,0.5535545
+2019,Alex Len,3488.797,0.4024043
+2017,Alex Poythress,327.345,-1.035528
+2018,Alex Poythress,214.24,0.9690092
+2019,Alex Poythress,681.7385,1.195631
+2016,Alex Stepheson,152.8567,6.570402
+2014,Alexey Shved,1362.445,-0.4379106
+2015,Alexey Shved,1577.03,-2.374654
+2014,Alexis Ajinca,1878.819,-1.231676
+2015,Alexis Ajinca,1886.48,0.918018
+2016,Alexis Ajinca,1792.136,0.0424595
+2017,Alexis Ajinca,1235.282,0.5436447
+2018,Alfonzo McKinnie,114.0604,2.833355
+2019,Alfonzo McKinnie,2708.746,-0.2212932
+2019,Alize Johnson,148,3.423944
+2014,Allen Crabbe,210.4583,-0.9351667
+2015,Allen Crabbe,1483.248,0.8822076
+2016,Allen Crabbe,5025.327,0.3728356
+2017,Allen Crabbe,4891.046,-0.6799405
+2018,Allen Crabbe,4657.182,0.8271663
+2019,Allen Crabbe,2443.739,1.085181
+2019,Allonzo Trier,3104.326,-0.9024433
+2014,Alonzo Gee,2079.95,-1.231118
+2015,Alonzo Gee,1396.54,1.703337
+2016,Alonzo Gee,3404.08,-0.4750712
+2017,Alonzo Gee,203.5504,2.313927
+2014,Amar'e Stoudemire,2799.755,0.0625684
+2015,Amar'e Stoudemire,2633.586,1.099141
+2016,Amar'e Stoudemire,1688.715,1.678418
+2019,Amile Jefferson,147.9567,-2.662952
+2014,Amir Johnson,4662.681,0.4759569
+2015,Amir Johnson,4151.016,0.1203203
+2016,Amir Johnson,4033.257,0.8365323
+2017,Amir Johnson,3577.901,1.915634
+2018,Amir Johnson,2786.456,1.458153
+2019,Amir Johnson,1224.958,-1.439458
+2014,Anderson Varejao,3529.5,0.047936
+2015,Anderson Varejao,1242.32,-0.508446
+2016,Anderson Varejao,1227.077,-1.221853
+2017,Anderson Varejao,197.3017,-2.458655
+2014,Andray Blatche,3532.228,-0.9680415
+2015,Andre Dawkins,43.12917,8.610134
+2014,Andre Drummond,5245.639,-0.3000934
+2015,Andre Drummond,4944.056,0.5762386
+2016,Andre Drummond,5609.562,-0.2815954
+2017,Andre Drummond,4822.015,-1.048324
+2018,Andre Drummond,5378.516,-0.0915594
+2019,Andre Drummond,5708.754,1.014774
+2014,Andre Iguodala,4652.563,-0.3161691
+2015,Andre Iguodala,5579.277,0.6548673
+2016,Andre Iguodala,5284.902,-1.00842
+2017,Andre Iguodala,5156.421,0.1916146
+2018,Andre Iguodala,4296.783,0.7089451
+2019,Andre Iguodala,4742.006,0.5223963
+2018,Andre Ingram,142.7067,-0.4649389
+2019,Andre Ingram,34.35625,1.737955
+2014,Andre Miller,2129.992,-0.152516
+2015,Andre Miller,2472.937,1.051351
+2016,Andre Miller,952.1881,-0.8241724
+2014,Andre Roberson,835.7681,-0.3315544
+2015,Andre Roberson,2676.219,2.306452
+2016,Andre Roberson,4172.076,2.079207
+2017,Andre Roberson,5343.956,2.848248
+2018,Andre Roberson,2119.153,0.6397376
+2014,Andrea Bargnani,2409.25,-1.010836
+2015,Andrea Bargnani,1552.828,-2.263379
+2016,Andrea Bargnani,1299.7,-3.087138
+2014,Andrei Kirilenko,1957.478,-0.9425939
+2015,Andrei Kirilenko,73.6875,2.307151
+2014,Andrew Bogut,3645.246,1.655811
+2015,Andrew Bogut,4152.807,2.510708
+2016,Andrew Bogut,3808.699,2.206501
+2017,Andrew Bogut,1153.698,0.6186568
+2018,Andrew Bogut,464.67,1.802759
+2019,Andrew Bogut,662.2256,2.202198
+2014,Andrew Bynum,1034.01,1.367192
+2016,Andrew Goudelock,133.2717,1.892868
+2017,Andrew Harrison,3149.685,0.865516
+2018,Andrew Harrison,2647.028,0.4766314
+2019,Andrew Harrison,383.9919,-3.097328
+2014,Andrew Nicholson,2357.539,-0.1337364
+2015,Andrew Nicholson,980.8225,-0.2680864
+2016,Andrew Nicholson,1678.92,0.4094994
+2017,Andrew Nicholson,703.5156,-0.2353014
+2018,Andrew White III,455.2717,-2.468737
+2015,Andrew Wiggins,5926.248,-1.092563
+2016,Andrew Wiggins,5780.091,-0.1313312
+2017,Andrew Wiggins,6148.07,-1.525159
+2018,Andrew Wiggins,6404.738,-0.3053623
+2019,Andrew Wiggins,5400.167,0.142695
+2014,Andris Biedrins,92.35313,-3.435771
+2019,Anfernee Simons,338.6006,-2.806055
+2019,Angel Delgado,33.0125,1.467119
+2014,Antawn Jamison,515.9434,-0.6930863
+2018,Ante Zizic,503.8656,0.5383138
+2019,Ante Zizic,2259.126,-0.4402087
+2014,Anthony Bennett,1367.299,-1.894187
+2015,Anthony Bennett,1848.345,-2.552391
+2016,Anthony Bennett,180.4775,-9.058456
+2017,Anthony Bennett,576.675,-2.51266
+2016,Anthony Brown,1217.218,0.8353338
+2017,Anthony Brown,318.4934,1.68781
+2018,Anthony Brown,10.71417,-11.67658
+2014,Anthony Davis,4631.505,1.240198
+2015,Anthony Davis,5135.391,2.287045
+2016,Anthony Davis,4452.43,1.403481
+2017,Anthony Davis,5602.739,2.259874
+2018,Anthony Davis,6648.167,3.207572
+2019,Anthony Davis,4013.729,1.154147
+2014,Anthony Morrow,2810.408,-1.47194
+2015,Anthony Morrow,3731.271,-1.146495
+2016,Anthony Morrow,2076.963,-0.9434649
+2017,Anthony Morrow,1565.73,-1.048718
+2014,Anthony Randolph,1128,0.429688
+2014,Anthony Tolliver,2659.459,0.1838065
+2015,Anthony Tolliver,2883.957,-1.327804
+2016,Anthony Tolliver,2754.027,1.29436
+2017,Anthony Tolliver,3024.157,-1.40762
+2018,Anthony Tolliver,3612.831,1.774496
+2019,Anthony Tolliver,2328.167,-0.404532
+2018,Antonio Blakeney,655.7366,0.3104241
+2019,Antonio Blakeney,1767.843,-4.08464
+2018,Antonius Cleveland,267.5556,-4.956103
+2014,Archie Goodwin,1116.302,1.563641
+2015,Archie Goodwin,1099.871,-0.9821848
+2016,Archie Goodwin,2352.861,-2.762505
+2017,Archie Goodwin,452.7038,-2.055451
+2014,Arinze Onuaku,61.25729,-3.493101
+2015,Arinze Onuaku,138.975,0.1101236
+2017,Arinze Onuaku,56.32666,-4.471751
+2014,Arnett Moultrie,407.8548,1.2529
+2014,Aron Baynes,1222.682,-0.0083244
+2015,Aron Baynes,2388.48,1.509869
+2016,Aron Baynes,2626.788,-0.0452236
+2017,Aron Baynes,2409.348,2.717027
+2018,Aron Baynes,3803.767,2.715094
+2019,Aron Baynes,2032.594,2.17148
+2014,Arron Afflalo,5065.188,-1.736261
+2015,Arron Afflalo,5152.402,0.4833177
+2016,Arron Afflalo,4674.822,-0.2199857
+2017,Arron Afflalo,3163.95,-2.214272
+2018,Arron Afflalo,1410.319,0.4262567
+2014,Austin Daye,317.2702,-1.81861
+2015,Austin Daye,718.5025,-1.0589
+2014,Austin Rivers,2638.667,-0.1821463
+2015,Austin Rivers,3704.959,-1.354018
+2016,Austin Rivers,3373.585,2.067886
+2017,Austin Rivers,4402.34,0.3515468
+2018,Austin Rivers,4213.85,-0.4428546
+2019,Austin Rivers,4753.252,0.1088961
+2014,Avery Bradley,3716.956,-1.0746
+2015,Avery Bradley,5257.806,-0.7967757
+2016,Avery Bradley,5346.738,-0.1717675
+2017,Avery Bradley,5034.262,-0.7749345
+2018,Avery Bradley,2934.981,-0.9791553
+2019,Avery Bradley,4044.191,0.4150857
+2016,Axel Toupane,618.6417,1.500412
+2017,Axel Toupane,96.55083,1.486451
+2019,BJ Johnson,109.7196,-4.907263
+2018,Bam Adebayo,2954.994,1.03855
+2019,Bam Adebayo,4005.742,0.7348471
+2017,Ben Bentil,23.81667,-9.73349
+2014,Ben Gordon,552.4781,0.9308009
+2015,Ben Gordon,1590.204,-1.463186
+2014,Ben McLemore,4409.083,-1.838292
+2015,Ben McLemore,5422.881,0.3247414
+2016,Ben McLemore,3127.402,-0.7067087
+2017,Ben McLemore,2387.035,-1.045275
+2018,Ben McLemore,2244.733,-2.162794
+2019,Ben McLemore,365.8687,-2.747262
+2018,Ben Moore,19.875,-2.115493
+2018,Ben Simmons,6597.155,1.224182
+2019,Ben Simmons,6761.323,0.9704571
+2014,Beno Udrih,1495.606,-0.5536793
+2015,Beno Udrih,3315.171,-0.7343823
+2016,Beno Udrih,1420.639,0.0741362
+2017,Beno Udrih,1125.6,-1.639477
+2014,Bernard James,327.5925,-1.103183
+2015,Bernard James,330.5283,4.249223
+2019,Billy Garrett,137.55,-1.740131
+2014,Bismack Biyombo,2193.703,1.770315
+2015,Bismack Biyombo,2442.236,1.04355
+2016,Bismack Biyombo,4554.06,1.440235
+2017,Bismack Biyombo,3612.148,-0.4636807
+2018,Bismack Biyombo,3087.175,0.7512486
+2019,Bismack Biyombo,1631.087,0.0141299
+2014,Blake Griffin,6767.099,0.2133805
+2015,Blake Griffin,5882.581,0.3489613
+2016,Blake Griffin,2658.044,-0.4353958
+2017,Blake Griffin,4409.112,0.4784661
+2018,Blake Griffin,4070.221,0.9182305
+2019,Blake Griffin,5537.955,-0.6091988
+2016,Boban Marjanovic,1101.105,1.558926
+2017,Boban Marjanovic,603.9463,1.803168
+2018,Boban Marjanovic,727.5981,1.18208
+2019,Boban Marjanovic,1735.128,3.018899
+2017,Bobby Brown,319.0952,1.514174
+2018,Bobby Brown,248.1365,-3.849244
+2016,Bobby Portis,2261.855,1.97858
+2017,Bobby Portis,2292.621,0.8749169
+2018,Bobby Portis,3463.991,-1.289332
+2019,Bobby Portis,2772.841,-1.499604
+2018,Bogdan Bogdanovic,4407.547,-1.100377
+2019,Bogdan Bogdanovic,4204.709,-0.4795555
+2015,Bojan Bogdanovic,4101.675,0.223174
+2016,Bojan Bogdanovic,4311.956,-2.454811
+2017,Bojan Bogdanovic,5010.472,-0.8448923
+2018,Bojan Bogdanovic,5554.766,-0.4630767
+2019,Bojan Bogdanovic,5658.639,-0.3173191
+2019,Bonzie Colson,228.3808,-4.752103
+2014,Boris Diaw,5235.049,0.0818633
+2015,Boris Diaw,4359.212,-0.2401635
+2016,Boris Diaw,3176.88,0.6921547
+2017,Boris Diaw,2911.503,-0.7692227
+2019,Brad Wanamaker,778.8312,-0.44691
+2014,Bradley Beal,5839.12,0.8649276
+2015,Bradley Beal,5005.667,-0.1336765
+2016,Bradley Beal,3592.849,-0.4436967
+2017,Bradley Beal,6577.491,-0.0944418
+2018,Bradley Beal,6543.007,-0.2539472
+2019,Bradley Beal,6504.522,-0.7976942
+2014,Brandan Wright,2352.931,-0.5692205
+2015,Brandan Wright,2956.421,0.3272774
+2016,Brandan Wright,430.7575,0.3759861
+2017,Brandan Wright,909.8988,2.289301
+2018,Brandan Wright,788.2238,0.5897183
+2016,Branden Dawson,58.27187,-7.402748
+2014,Brandon Bass,4508.396,0.8161092
+2015,Brandon Bass,4143.017,-0.3347345
+2016,Brandon Bass,2757.251,-0.4168868
+2017,Brandon Bass,1207.296,-1.138305
+2014,Brandon Davies,1224.99,-0.9601179
+2015,Brandon Davies,882.8431,-3.693831
+2019,Brandon Goodwin,126.3856,-3.641491
+2017,Brandon Ingram,4768.333,-1.359275
+2018,Brandon Ingram,4196.463,0.2755511
+2019,Brandon Ingram,3850,1.148983
+2014,Brandon Jennings,5523.632,-1.321382
+2015,Brandon Jennings,2362.862,-1.387827
+2016,Brandon Jennings,1822.062,1.163918
+2017,Brandon Jennings,4128.536,-1.610031
+2018,Brandon Jennings,448.8156,-3.180542
+2014,Brandon Knight,4706,-1.051872
+2015,Brandon Knight,4154.715,-0.4301431
+2016,Brandon Knight,3913.754,-0.8380009
+2017,Brandon Knight,2436.988,-0.4488597
+2019,Brandon Knight,1545.823,-1.462342
+2018,Brandon Paul,1229.537,-0.3282866
+2014,Brandon Rush,831.0363,-4.093122
+2015,Brandon Rush,609.0025,-3.728351
+2016,Brandon Rush,2477.126,-0.1441366
+2017,Brandon Rush,2070.729,1.528256
+2019,Brandon Sampson,444.8525,-1.619589
+2015,Brendan Haywood,250.3963,3.69022
+2014,Brian Roberts,3298.924,0.4544957
+2015,Brian Roberts,2629.521,1.114989
+2016,Brian Roberts,1057.007,0.6481064
+2017,Brian Roberts,839.9733,-1.429307
+2016,Briante Weber,352.696,-3.947102
+2017,Briante Weber,400.5759,-5.821869
+2018,Briante Weber,507.5631,-7.717921
+2017,Brice Johnson,19.53,5.905331
+2018,Brice Johnson,219.5675,3.932705
+2014,Brook Lopez,1045.679,3.288444
+2015,Brook Lopez,4617.813,1.346657
+2016,Brook Lopez,4969.794,1.310023
+2017,Brook Lopez,4810.63,0.8435237
+2018,Brook Lopez,3716.515,1.261595
+2019,Brook Lopez,6039.569,2.531657
+2019,Bruce Brown,3135.498,2.207396
+2015,Bruno Caboclo,45.18063,-10.36303
+2016,Bruno Caboclo,89.66396,-2.349551
+2017,Bruno Caboclo,83.375,14.17573
+2018,Bruno Caboclo,213.9506,4.007223
+2019,Bruno Caboclo,1678.167,0.9077687
+2015,Bryce Cotton,340.6575,-3.360849
+2016,Bryce Cotton,81.4875,-8.125449
+2016,Bryce Dejean-Jones,563.8707,-2.566566
+2017,Bryn Forbes,745.1081,-0.7328264
+2018,Bryn Forbes,3239.555,-0.0900144
+2019,Bryn Forbes,5199.527,-1.823379
+2017,Buddy Hield,3910.11,-1.737076
+2018,Buddy Hield,4080.468,-0.6634462
+2019,Buddy Hield,5743.739,-0.2196209
+2014,Byron Mullens,872.604,-3.948068
+2014,C.J. Watson,3084.156,0.5975937
+2015,C.J. Watson,2878.069,0.9813545
+2016,C.J. Watson,1388.123,-2.397736
+2017,C.J. Watson,2095.472,-1.347875
+2018,C.J. Williams,1496.042,0.7927682
+2019,C.J. Williams,270.64,-2.327097
+2014,CJ McCollum,1042.648,1.582489
+2015,CJ McCollum,2322.621,2.0834
+2016,CJ McCollum,6642.746,0.1722853
+2017,CJ McCollum,6097.783,-0.6698294
+2018,CJ McCollum,6346.93,0.4851325
+2019,CJ McCollum,6339.989,0.6987391
+2014,CJ Miles,1975.79,-1.157207
+2015,CJ Miles,3728.025,1.032112
+2016,CJ Miles,3281.08,0.4374782
+2017,CJ Miles,3802.85,-0.5584466
+2018,CJ Miles,3277.35,-0.3672993
+2019,CJ Miles,1872.709,0.4898161
+2015,CJ Wilcox,212.4156,-6.240419
+2016,CJ Wilcox,366.9008,3.210024
+2017,CJ Wilcox,224.5725,-3.534526
+2018,Caleb Swanigan,416.9662,-0.7033982
+2019,Caleb Swanigan,382.9458,0.3930628
+2015,Cameron Bairstow,132.4667,1.038977
+2016,Cameron Bairstow,224.8833,2.96853
+2016,Cameron Payne,1574.687,-0.5835651
+2017,Cameron Payne,968.9387,-0.3349701
+2018,Cameron Payne,1228.02,0.7915258
+2019,Cameron Payne,1524.065,-3.790713
+2019,Cameron Reynolds,552.5333,-0.107811
+2017,Caris LeVert,2713.411,-0.9325753
+2018,Caris LeVert,4011.095,-1.074727
+2019,Caris LeVert,2592.982,-0.9719455
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\ No newline at end of file