In [1]:
from datascience import *
import numpy as np

%matplotlib inline
import matplotlib.pyplot as plots
plots.style.use('fivethirtyeight')

Review of Tables¶

In [2]:
nba = Table.read_table('nba_salaries.csv')
nba
Out[2]:
rank name position team salary season
1 Shaquille O'Neal C Los Angeles Lakers 17142000 2000
2 Kevin Garnett PF Minnesota Timberwolves 16806000 2000
3 Alonzo Mourning C Miami Heat 15004000 2000
4 Juwan Howard PF Washington Wizards 15000000 2000
5 Scottie Pippen SF Portland Trail Blazers 14795000 2000
6 Karl Malone PF Utah Jazz 14000000 2000
7 Larry Johnson F New York Knicks 11910000 2000
8 Gary Payton PG Seattle SuperSonics 11020000 2000
9 Rasheed Wallace PF Portland Trail Blazers 10800000 2000
10 Shawn Kemp C Cleveland Cavaliers 10780000 2000

... (9446 rows omitted)

In [3]:
point_guards = nba.where('position', 'PG')
In [4]:
point_guards
Out[4]:
rank name position team salary season
8 Gary Payton PG Seattle SuperSonics 11020000 2000
11 Damon Stoudamire PG Portland Trail Blazers 10125000 2000
20 Stephon Marbury PG New Jersey Nets 9000000 2000
24 Nick Van Exel PG Denver Nuggets 8354000 2000
26 Terrell Brandon PG Minnesota Timberwolves 7400000 2000
34 Jason Kidd PG Phoenix Suns 6858000 2000
35 Kenny Anderson PG Boston Celtics 6680000 2000
39 Steve Nash PG Dallas Mavericks 5500000 2000
55 Charlie Ward PG New York Knicks 4540000 2000
61 Darrel Armstrong PG Orlando Magic 4125000 2000

... (1465 rows omitted)

In [5]:
point_guards.drop('position')
Out[5]:
rank name team salary season
8 Gary Payton Seattle SuperSonics 11020000 2000
11 Damon Stoudamire Portland Trail Blazers 10125000 2000
20 Stephon Marbury New Jersey Nets 9000000 2000
24 Nick Van Exel Denver Nuggets 8354000 2000
26 Terrell Brandon Minnesota Timberwolves 7400000 2000
34 Jason Kidd Phoenix Suns 6858000 2000
35 Kenny Anderson Boston Celtics 6680000 2000
39 Steve Nash Dallas Mavericks 5500000 2000
55 Charlie Ward New York Knicks 4540000 2000
61 Darrel Armstrong Orlando Magic 4125000 2000

... (1465 rows omitted)

In [6]:
point_guards
Out[6]:
rank name position team salary season
8 Gary Payton PG Seattle SuperSonics 11020000 2000
11 Damon Stoudamire PG Portland Trail Blazers 10125000 2000
20 Stephon Marbury PG New Jersey Nets 9000000 2000
24 Nick Van Exel PG Denver Nuggets 8354000 2000
26 Terrell Brandon PG Minnesota Timberwolves 7400000 2000
34 Jason Kidd PG Phoenix Suns 6858000 2000
35 Kenny Anderson PG Boston Celtics 6680000 2000
39 Steve Nash PG Dallas Mavericks 5500000 2000
55 Charlie Ward PG New York Knicks 4540000 2000
61 Darrel Armstrong PG Orlando Magic 4125000 2000

... (1465 rows omitted)

In [7]:
point_guards = point_guards.drop('position')
In [8]:
point_guards.sort('salary', descending=True).show()
rank name team salary season
1 Stephen Curry Golden State Warriors 40231758 2020
2 Chris Paul Oklahoma City Thunder 38506482 2020
3 Russell Westbrook Houston Rockets 38506482 2020
4 John Wall Washington Wizards 38199000 2020
1 Stephen Curry Golden State Warriors 37457154 2018
1 Stephen Curry Golden State Warriors 37457154 2019
2 Chris Paul Houston Rockets 35654150 2019
4 Russell Westbrook Oklahoma City Thunder 35654150 2019
8 Kyle Lowry Toronto Raptors 34996296 2020
14 Kemba Walker Boston Celtics 32742000 2020
16 Mike Conley Utah Jazz 32511624 2020
17 Kyrie Irving Brooklyn Nets 31742000 2020
4 Kyle Lowry Toronto Raptors 31200000 2018
7 Kyle Lowry Toronto Raptors 31200000 2019
9 Mike Conley Memphis Grizzlies 30521115 2019
21 Damian Lillard Portland Trail Blazers 29802321 2020
6 Mike Conley Memphis Grizzlies 28530608 2018
7 Russell Westbrook Oklahoma City Thunder 28530608 2018
14 Damian Lillard Portland Trail Blazers 27977689 2019
2 Mike Conley Memphis Grizzlies 26540100 2017
7 Russell Westbrook Oklahoma City Thunder 26540100 2017
12 Damian Lillard Portland Trail Blazers 26153057 2018
19 Chris Paul Houston Rockets 24599495 2018
10 Damian Lillard Portland Trail Blazers 24328425 2017
14 Chris Paul LA Clippers 22868827 2017
6 Chris Paul LA Clippers 21468695 2016
2 Jason Kidd Dallas Mavericks 21372000 2009
21 Derrick Rose New York Knicks 21323252 2017
7 Stephon Marbury Boston Celtics 20840625 2009
43 Kyrie Irving Boston Celtics 20099189 2019
8 Derrick Rose Chicago Bulls 20093064 2016
7 Chris Paul LA Clippers 20068563 2015
52 Malcolm Brogdon Indiana Pacers 20000000 2020
53 Terry Rozier Charlotte Hornets 19894737 2020
8 Deron Williams Brooklyn Nets 19754465 2015
3 Jason Kidd New Jersey Nets 19728000 2008
45 Zach LaVine Chicago Bulls 19500000 2019
55 Zach LaVine Chicago Bulls 19500000 2020
57 Goran Dragic Miami Heat 19217900 2020
41 John Wall Washington Wizards 19169800 2018
48 John Wall Washington Wizards 19169800 2019
8 Stephon Marbury New York Knicks 19012500 2008
42 George Hill Sacramento Kings 19000000 2018
43 Jeff Teague Minnesota Timberwolves 19000000 2018
49 George Hill Milwaukee Bucks 19000000 2019
50 Jeff Teague Minnesota Timberwolves 19000000 2019
58 Jeff Teague Minnesota Timberwolves 19000000 2020
44 Kyrie Irving Boston Celtics 18868626 2018
11 Derrick Rose Chicago Bulls 18862876 2015
10 Chris Paul LA Clippers 18668431 2013
11 Chris Paul LA Clippers 18668431 2014
12 Deron Williams Brooklyn Nets 18466130 2014
49 Goran Dragic Miami Heat 18109175 2018
53 Goran Dragic Miami Heat 18109175 2019
3 Jason Kidd New Jersey Nets 18084000 2007
8 Gilbert Arenas Washington Wizards 17730694 2011
34 Kyrie Irving Cleveland Cavaliers 17638063 2017
12 Derrick Rose Chicago Bulls 17632688 2013
16 Derrick Rose Chicago Bulls 17632688 2014
8 Stephon Marbury New York Knicks 17184375 2007
13 Deron Williams Brooklyn Nets 17177795 2013
60 Reggie Jackson Detroit Pistons 17043478 2018
59 Reggie Jackson Detroit Pistons 17043478 2019
44 John Wall Washington Wizards 16957900 2017
18 Russell Westbrook Oklahoma City Thunder 16744218 2016
5 Stephon Marbury New York Knicks 16453125 2006
6 Jason Kidd New Jersey Nets 16440000 2006
10 Baron Davis Golden State Warriors 16440000 2008
19 Kyrie Irving Cleveland Cavaliers 16407501 2016
15 Chris Paul LA Clippers 16359805 2012
16 Deron Williams New Jersey Nets 16359805 2012
73 Ricky Rubio Phoenix Suns 16200000 2020
16 Gilbert Arenas Washington Wizards 16192080 2010
51 Goran Dragic Miami Heat 15891725 2017
26 John Wall Washington Wizards 15851950 2016
5 Damon Stoudamire Portland Trail Blazers 15750000 2005
19 Russell Westbrook Oklahoma City Thunder 15719062 2015
76 Brandon Knight Detroit Pistons 15643750 2020
78 Eric Bledsoe Milwaukee Bucks 15625000 2020
68 Dennis Schroder Atlanta Hawks 15500000 2018
67 Dennis Schroder Oklahoma City Thunder 15500000 2019
79 Dennis Schroder Oklahoma City Thunder 15500000 2020
16 Steve Francis New York Knicks 15070000 2007
17 Baron Davis Golden State Warriors 15070000 2007
71 Eric Bledsoe Phoenix Suns 15000000 2018
71 Eric Bledsoe Milwaukee Bucks 15000000 2019
18 Mike Bibby Sacramento Kings 14983603 2008
20 Mike Bibby Atlanta Hawks 14983603 2009
72 Ricky Rubio Utah Jazz 14975000 2019
59 Reggie Jackson Detroit Pistons 14956522 2017
19 Chris Paul New Orleans Hornets 14940153 2011
20 Deron Williams Utah Jazz 14940153 2011
34 Goran Dragic Miami Heat 14783000 2016
25 John Wall Washington Wizards 14746000 2015
20 Russell Westbrook Oklahoma City Thunder 14693906 2013
23 Russell Westbrook Oklahoma City Thunder 14693906 2014
23 Gilbert Arenas Washington Wizards 14653466 2009
77 Brandon Knight Houston Rockets 14631250 2019
7 Damon Stoudamire Portland Trail Blazers 14625000 2004
15 Stephon Marbury New York Knicks 14625000 2005
76 Ricky Rubio Utah Jazz 14275000 2018
26 Baron Davis LA Clippers 14000000 2011
65 Eric Bledsoe Phoenix Suns 14000000 2017
66 Rajon Rondo Chicago Bulls 14000000 2017
39 Reggie Jackson Detroit Pistons 13913044 2016
23 Steve Francis Orlando Magic 13700000 2006
24 Baron Davis Golden State Warriors 13700000 2006
83 Brandon Knight Detroit Pistons 13618750 2018
67 Ricky Rubio Minnesota Timberwolves 13550000 2017
28 Chris Paul New Orleans Hornets 13520500 2010
29 Deron Williams Utah Jazz 13520500 2010
10 Damon Stoudamire Portland Trail Blazers 13500000 2003
18 Stephon Marbury Phoenix Suns 13500000 2004
42 Eric Bledsoe Phoenix Suns 13500000 2016
44 Brandon Knight Phoenix Suns 13500000 2016
93 Jordan Clarkson Utah Jazz 13437500 2020
35 Chauncey Billups New York Knicks 13150000 2011
32 Steve Nash Phoenix Suns 13125000 2010
11 Gary Payton Seattle SuperSonics 13080000 2003
31 Eric Bledsoe Phoenix Suns 13000000 2015
9 Gary Payton Seattle SuperSonics 12926000 2002
35 Rajon Rondo Dallas Mavericks 12909090 2015
50 Ricky Rubio Minnesota Timberwolves 12700000 2016
91 Austin Rivers LA Clippers 12650000 2018
73 Brandon Knight Phoenix Suns 12606250 2017
103 Marcus Smart Boston Celtics 12553571 2020
24 Mike Bibby Sacramento Kings 12500000 2007
76 Jordan Clarkson Los Angeles Lakers 12500000 2017
95 Jordan Clarkson Los Angeles Lakers 12500000 2018
94 Jordan Clarkson Cleveland Cavaliers 12500000 2019
107 Patty Mills San Antonio Spurs 12428571 2020
12 Damon Stoudamire Portland Trail Blazers 12375000 2002
21 Stephon Marbury Phoenix Suns 12375000 2003
109 Patrick Beverley LA Clippers 12345680 2020
40 Steve Nash Phoenix Suns 12250000 2009
13 Gary Payton Seattle SuperSonics 12200000 2001
82 Stephen Curry Golden State Warriors 12112359 2017
39 Baron Davis LA Clippers 12100000 2010
40 Chauncey Billups Denver Nuggets 12100000 2010
41 Kyle Lowry Toronto Raptors 12000000 2015
55 Kyle Lowry Toronto Raptors 12000000 2016
59 Kemba Walker Charlotte Hornets 12000000 2016
85 Kyle Lowry Toronto Raptors 12000000 2017
88 Kemba Walker Charlotte Hornets 12000000 2017
103 Kemba Walker Charlotte Hornets 12000000 2018
101 Avery Bradley Memphis Grizzlies 12000000 2019
102 Kemba Walker Charlotte Hornets 12000000 2019
112 Cory Joseph Sacramento Kings 12000000 2020
44 Rajon Rondo Boston Celtics 11954545 2014
39 Gilbert Arenas Washington Wizards 11950400 2008
27 Nick Van Exel Portland Trail Blazers 11821000 2005
42 Steve Nash Phoenix Suns 11689062 2012
106 Marcus Smart Boston Celtics 11660716 2019
107 Patty Mills San Antonio Spurs 11571429 2019
31 Mike Bibby Sacramento Kings 11500000 2006
42 Steve Nash Phoenix Suns 11375000 2008
61 Stephen Curry Golden State Warriors 11370786 2016
17 Damon Stoudamire Portland Trail Blazers 11250000 2001
24 Stephon Marbury Phoenix Suns 11250000 2002
48 Baron Davis LA Clippers 11250000 2009
38 Gilbert Arenas Washington Wizards 11096800 2007
50 Chauncey Billups Detroit Pistons 11050000 2009
8 Gary Payton Seattle SuperSonics 11020000 2000
48 Rajon Rondo Boston Celtics 11000000 2013
97 Austin Rivers LA Clippers 11000000 2017
31 Jason Kidd New Jersey Nets 10950000 2004
32 Nick Van Exel Golden State Warriors 10912000 2004
109 Patty Mills San Antonio Spurs 10714286 2018
53 Stephen Curry Golden State Warriors 10629213 2015
122 Spencer Dinwiddie Brooklyn Nets 10605600 2020
40 Steve Nash Phoenix Suns 10500000 2007
56 Andre Miller Philadelphia 76ers 10333334 2009
60 Steve Nash Phoenix Suns 10310938 2011
42 Gilbert Arenas Washington Wizards 10243200 2006
24 Stephon Marbury New Jersey Nets 10130000 2001
11 Damon Stoudamire Portland Trail Blazers 10125000 2000
53 Jason Kidd Dallas Mavericks 10121000 2012
55 Rajon Rondo Boston Celtics 10045454 2012
38 Nick Van Exel Dallas Mavericks 10003000 2003
53 Chauncey Billups Detroit Pistons 10000000 2008
57 Stephen Curry Golden State Warriors 9887642 2014
131 Markelle Fultz Orlando Magic 9745200 2020
61 Steve Nash Los Angeles Lakers 9701000 2015
45 Steve Nash Phoenix Suns 9625000 2006
111 Matthew Dellavedova Milwaukee Bucks 9607500 2017
123 Matthew Dellavedova Milwaukee Bucks 9607500 2018
126 Matthew Dellavedova Milwaukee Bucks 9607500 2019
133 Matthew Dellavedova Cleveland Cavaliers 9607500 2020
55 Andre Miller Philadelphia 76ers 9600000 2008
127 Dante Exum Utah Jazz 9600000 2019
134 Dante Exum Utah Jazz 9600000 2020
78 Mike Conley Memphis Grizzlies 9588426 2016
79 Rajon Rondo Sacramento Kings 9500000 2016
136 Delon Wright Dallas Mavericks 9473684 2020
64 Steve Nash Los Angeles Lakers 9300500 2013
62 Steve Nash Los Angeles Lakers 9300500 2014
67 Mo Williams LA Clippers 9300000 2011
43 Jason Kidd New Jersey Nets 9260000 2003
139 Tyus Jones Memphis Grizzlies 9258000 2020
39 Terrell Brandon Minnesota Timberwolves 9250000 2002
45 Kenny Anderson Seattle SuperSonics 9185000 2003
141 George Hill Milwaukee Bucks 9133907 2020
40 Nick Van Exel Denver Nuggets 9093000 2002
69 Rajon Rondo Boston Celtics 9090911 2011
20 Stephon Marbury New Jersey Nets 9000000 2000
132 Rajon Rondo Los Angeles Lakers 9000000 2019
51 Andre Miller Philadelphia 76ers 8966666 2007
65 Jason Williams Miami Heat 8937500 2008
78 Mo Williams Cleveland Cavaliers 8860000 2010
130 Avery Bradley LA Clippers 8808989 2018
118 Jeff Teague Indiana Pacers 8800000 2017
144 Ja Morant Memphis Grizzlies 8730240 2020
145 Lonzo Ball New Orleans Pelicans 8719320 2020
68 Mike Conley Memphis Grizzlies 8694216 2015
74 Jason Kidd Dallas Mavericks 8610500 2011
67 Mike Conley Memphis Grizzlies 8600001 2014
81 T.J. Ford Indiana Pacers 8500000 2010
76 T.J. Ford Indiana Pacers 8500000 2011
69 Rodney Stuckey Detroit Pistons 8500000 2012
70 Mo Williams LA Clippers 8500000 2012
70 Rodney Stuckey Detroit Pistons 8500000 2013
71 Mo Williams Utah Jazz 8500000 2013
69 Rodney Stuckey Detroit Pistons 8500000 2014
46 Jason Kidd New Jersey Nets 8440000 2002
24 Nick Van Exel Denver Nuggets 8354000 2000
88 Mo Williams Cleveland Cavaliers 8353000 2009
47 Kenny Anderson Boston Celtics 8350000 2002
138 Markelle Fultz Philadelphia 76ers 8339880 2018
141 Markelle Fultz Philadelphia 76ers 8339880 2019
46 Terrell Brandon Minnesota Timberwolves 8325000 2001
76 T.J. Ford Toronto Raptors 8275000 2008
122 Avery Bradley Boston Celtics 8269663 2017
59 Jason Williams Miami Heat 8250000 2007
47 Nick Van Exel Denver Nuggets 8184000 2001
152 Ben Simmons Philadelphia 76ers 8113930 2020
61 Andre Miller Denver Nuggets 8100000 2006
84 Jason Kidd Dallas Mavericks 8100000 2010
52 Avery Johnson San Antonio Spurs 8000000 2001
91 T.J. Ford Indiana Pacers 8000000 2009
85 George Hill Indiana Pacers 8000000 2013
75 George Hill Indiana Pacers 8000000 2014
77 Jeff Teague Atlanta Hawks 8000000 2014
79 George Hill Indiana Pacers 8000000 2015
80 Jeff Teague Atlanta Hawks 8000000 2015
95 George Hill Indiana Pacers 8000000 2016
97 Jeff Teague Atlanta Hawks 8000000 2016
127 Sergio Rodriguez Philadelphia 76ers 8000000 2017
130 George Hill Utah Jazz 8000000 2017
155 Elfrid Payton New York Knicks 8000000 2020
143 Cory Joseph Indiana Pacers 7945000 2018
149 Cory Joseph Indiana Pacers 7945000 2019
78 Andre Miller Denver Nuggets 7807728 2012
85 Mo Williams Milwaukee Bucks 7750000 2008
99 Avery Bradley Boston Celtics 7730337 2016
55 Jason Kidd Phoenix Suns 7630000 2001
68 Jason Williams Miami Heat 7562500 2006
57 Kenny Anderson Boston Celtics 7520000 2001
94 Mike Conley Memphis Grizzlies 7505786 2013
95 Goran Dragic Phoenix Suns 7500000 2013
87 Goran Dragic Phoenix Suns 7500000 2014
86 Goran Dragic Phoenix Suns 7500000 2015
155 Lonzo Ball Los Angeles Lakers 7461960 2019
96 John Wall Washington Wizards 7459925 2013
88 John Wall Washington Wizards 7459925 2014
26 Terrell Brandon Minnesota Timberwolves 7400000 2000
98 Beno Udrih Orlando Magic 7372000 2013
168 Derrick Rose Detroit Pistons 7317073 2020
141 Cory Joseph Toronto Raptors 7315000 2017
97 Eric Snow Cleveland Cavaliers 7312500 2009
89 Andre Miller Portland Trail Blazers 7269264 2011
142 D.J. Augustin Orlando Magic 7250000 2017
158 D.J. Augustin Orlando Magic 7250000 2018
159 D.J. Augustin Orlando Magic 7250000 2019
170 D.J. Augustin Orlando Magic 7250000 2020
88 Isaiah Thomas Phoenix Suns 7238606 2015
89 Avery Bradley Boston Celtics 7191011 2015
94 Marko Jaric Brooklyn Nets 7100000 2010
95 Marko Jaric Brooklyn Nets 7100000 2011
91 Marko Jaric Brooklyn Nets 7100000 2012
92 Kyrie Irving Cleveland Cavaliers 7070730 2015
106 Cory Joseph Toronto Raptors 7000000 2016
109 Rodney Stuckey Indiana Pacers 7000000 2016
145 Rodney Stuckey Indiana Pacers 7000000 2017
163 Rodney Stuckey Indiana Pacers 7000000 2018
93 Derrick Rose Chicago Bulls 6993708 2012
94 Beno Udrih Milwaukee Bucks 6925400 2012
111 Isaiah Thomas Boston Celtics 6912869 2016
86 Howard Eisley LA Clippers 6906000 2006
34 Jason Kidd Phoenix Suns 6858000 2000
85 Speedy Claxton Atlanta Hawks 6854546 2007
86 Sam Cassell LA Clippers 6850000 2007
104 Jamaal Tinsley Utah Jazz 6750000 2009
100 Andre Miller Portland Trail Blazers 6730800 2010
92 Eric Snow Cleveland Cavaliers 6703125 2008
35 Kenny Anderson Boston Celtics 6680000 2000
102 Mike Conley Memphis Grizzlies 6611571 2012
104 Antonio Daniels Philadelphia 76ers 6600000 2010
113 Greivis Vasquez Milwaukee Bucks 6600000 2016
148 Isaiah Thomas Boston Celtics 6587132 2017
106 Marko Jaric Memphis Grizzlies 6575000 2009
94 Luke Ridnour Seattle SuperSonics 6500000 2008
108 Luke Ridnour Milwaukee Bucks 6500000 2009
107 Luke Ridnour Milwaukee Bucks 6500000 2010
109 Bobby Jackson Sacramento Kings 6487888 2009
116 Patrick Beverley Houston Rockets 6486486 2016
113 Beno Udrih Sacramento Kings 6478600 2011
111 Mike James Washington Wizards 6466600 2010
115 Mike James Chicago Bulls 6466600 2011
168 Ben Simmons Philadelphia 76ers 6434520 2018
172 Ben Simmons Philadelphia 76ers 6434520 2019
182 Darius Garland Cleveland Cavaliers 6400920 2020
103 Greivis Vasquez Toronto Raptors 6400000 2015
183 De'Aaron Fox Sacramento Kings 6392760 2020
44 Howard Eisley Utah Jazz 6375000 2005
96 Chauncey Billups Detroit Pistons 6364400 2007
102 Speedy Claxton Atlanta Hawks 6306182 2008
95 Alvin Williams Toronto Raptors 6300000 2006
103 Jamaal Tinsley Indiana Pacers 6300000 2008
172 Lonzo Ball Los Angeles Lakers 6286560 2018
185 Trae Young Atlanta Hawks 6273000 2020
173 Isaiah Thomas Los Angeles Lakers 6261395 2018
117 Mike James Washington Wizards 6244093 2009
116 Mike Bibby Atlanta Hawks 6217617 2010
104 Kyle Lowry Toronto Raptors 6210000 2014
119 Earl Watson Oklahoma City Thunder 6200000 2009
120 Antonio Daniels Washington Wizards 6200000 2009
98 Sam Cassell LA Clippers 6187500 2006
56 Bob Sura Detroit Pistons 6166000 2004
99 Eric Snow Cleveland Cavaliers 6093750 2007
106 Marko Jaric Minnesota Timberwolves 6050000 2008
120 Chris Duhon New York Knicks 6031800 2010
122 Beno Udrih Sacramento Kings 6031800 2010
57 Charlie Ward San Antonio Spurs 6030000 2004
163 Ish Smith Detroit Pistons 6000000 2017
166 Patrick Beverley Houston Rockets 6000000 2017
179 Ish Smith Detroit Pistons 6000000 2018
178 Ish Smith Detroit Pistons 6000000 2019
187 Ish Smith Washington Wizards 6000000 2020
101 Chauncey Billups Detroit Pistons 5909800 2006
169 Ben Simmons Philadelphia 76ers 5903160 2017
100 Derek Fisher Utah Jazz 5883600 2007
105 Jamaal Tinsley Indiana Pacers 5850000 2007
59 Howard Eisley Phoenix Suns 5843000 2004
111 Mike James Houston Rockets 5826893 2008
113 Earl Watson Seattle SuperSonics 5800000 2008
115 Antonio Daniels Washington Wizards 5800000 2008
132 Speedy Claxton Atlanta Hawks 5757818 2009
72 Steve Nash Dallas Mavericks 5750000 2002
73 Steve Nash Dallas Mavericks 5750000 2003
74 Charlie Ward New York Knicks 5750000 2003
60 Steve Nash Dallas Mavericks 5750000 2004
59 Steve Nash Phoenix Suns 5750000 2005
126 Kyle Lowry Houston Rockets 5750000 2011
119 Kyle Lowry Houston Rockets 5750000 2012
121 Kyle Lowry Toronto Raptors 5750000 2013
61 Steve Francis Houston Rockets 5720000 2004
120 Bobby Jackson Houston Rockets 5670000 2008
112 Kyrie Irving Cleveland Cavaliers 5607240 2014
110 Troy Hudson Minnesota Timberwolves 5603000 2007
137 Chris Duhon New York Knicks 5585000 2009
139 Beno Udrih Sacramento Kings 5585000 2009
127 Derrick Rose Chicago Bulls 5546160 2011
79 Bob Sura Golden State Warriors 5540000 2003
123 John Wall Washington Wizards 5530080 2012
112 Marko Jaric Minnesota Timberwolves 5525000 2007
188 Patrick Beverley LA Clippers 5513514 2018
39 Steve Nash Dallas Mavericks 5500000 2000
79 Steve Nash Dallas Mavericks 5500000 2001
66 Alvin Williams Toronto Raptors 5500000 2004
110 Eric Snow Cleveland Cavaliers 5484375 2006
183 De'Aaron Fox Sacramento Kings 5470920 2019
80 Mike Bibby Sacramento Kings 5448000 2003
72 Avery Johnson Golden State Warriors 5445000 2004
111 Jamaal Tinsley Indiana Pacers 5400000 2006
117 Earl Watson Seattle SuperSonics 5400000 2007
119 Antonio Daniels Washington Wizards 5400000 2007
112 Derek Fisher Golden State Warriors 5393300 2006
137 Deron Williams Dallas Mavericks 5378974 2016
126 Kyrie Irving Cleveland Cavaliers 5375760 2013
189 Trae Young Atlanta Hawks 5356440 2019
80 Alvin Williams Toronto Raptors 5350000 2002
81 Alvin Williams Toronto Raptors 5350000 2003
199 Kris Dunn Chicago Bulls 5348007 2020
82 Howard Eisley New York Knicks 5312000 2003
200 Coby White Chicago Bulls 5307120 2020
117 Marko Jaric Minnesota Timberwolves 5280528 2006
118 Troy Hudson Minnesota Timberwolves 5253000 2006
124 Bobby Jackson NO/Oklahoma City Hornets 5250000 2007
130 Mike James Minnesota Timberwolves 5215000 2007
137 Speedy Claxton Atlanta Hawks 5209454 2010
135 Speedy Claxton Atlanta Hawks 5209454 2011
133 Speedy Claxton Atlanta Hawks 5209454 2012
133 Speedy Claxton Atlanta Hawks 5209454 2013
138 Derrick Rose Chicago Bulls 5184480 2010
82 Baron Davis New Orleans Hornets 5173000 2004
137 John Wall Washington Wizards 5144280 2011
135 Kyrie Irving Cleveland Cavaliers 5144280 2012
85 Charlie Ward New York Knicks 5110000 2002
137 Russell Westbrook Oklahoma City Thunder 5082416 2012
146 Deron Williams Utah Jazz 5069449 2009
88 Brevin Knight Memphis Grizzlies 5062000 2003
84 Brevin Knight Washington Wizards 5062000 2004
141 Derek Fisher Los Angeles Lakers 5048000 2010
196 Patrick Beverley LA Clippers 5027028 2019
88 Charlie Ward New York Knicks 5000000 2001
124 Earl Watson Seattle SuperSonics 5000000 2006
127 Antonio Daniels Washington Wizards 5000000 2006
144 Nate Robinson New York Knicks 5000000 2010
140 Andre Miller Denver Nuggets 5000000 2013
125 Andre Miller Washington Wizards 5000000 2014
148 C.J. Watson Orlando Magic 5000000 2016
189 C.J. Watson Orlando Magic 5000000 2017
197 C.J. Watson Orlando Magic 5000000 2018
200 Dante Exum Utah Jazz 4992385 2018
98 Avery Johnson Dallas Mavericks 4991000 2003
146 Mike Conley Memphis Grizzlies 4913077 2011
92 Bob Sura Golden State Warriors 4913000 2002
152 Rafer Alston Orlando Magic 4900000 2009
69 Eric Snow Cleveland Cavaliers 4875000 2005
209 Frank Ntilikina New York Knicks 4855800 2020
148 Marcus Banks Toronto Raptors 4847586 2011
144 Marcus Banks New Orleans Pelicans 4847586 2012
147 Marcus Banks New Orleans Pelicans 4847586 2013
153 Derrick Rose Chicago Bulls 4822800 2009
94 Howard Eisley New York Knicks 4781000 2002
217 Avery Bradley Los Angeles Lakers 4767000 2020
221 Collin Sexton Cleveland Cavaliers 4764960 2020
155 Derek Fisher Los Angeles Lakers 4700000 2009
133 J.J. Barea Minnesota Timberwolves 4687000 2014
148 Ricky Rubio Minnesota Timberwolves 4660479 2015
149 Andre Miller Washington Wizards 4650000 2015
206 De'Aaron Fox Sacramento Kings 4609200 2018
138 Brevin Knight Charlotte Bobcats 4600000 2006
89 Mark Jackson Houston Rockets 4580000 2004
159 Chris Paul New Orleans Hornets 4574189 2009
156 Marcus Banks Toronto Raptors 4553793 2010
145 Rafer Alston Houston Rockets 4550000 2008
55 Charlie Ward New York Knicks 4540000 2000
104 Avery Johnson Denver Nuggets 4538000 2002
110 Darrel Armstrong Orlando Magic 4506000 2003
105 Brevin Knight Memphis Grizzlies 4500000 2002
113 Sam Cassell Milwaukee Bucks 4500000 2003
92 Eric Snow Philadelphia 76ers 4500000 2004
143 Chucky Atkins Memphis Grizzlies 4500000 2006
161 J.J. Barea Minnesota Timberwolves 4493500 2013
224 Dennis Smith Jr. New York Knicks 4463640 2020
166 Damon Jones Milwaukee Bucks 4460186 2009
225 Jamal Murray Denver Nuggets 4444746 2020
140 Luke Ridnour Charlotte Bobcats 4420000 2014
142 Brevin Knight Charlotte Bobcats 4400000 2007
98 Bob Sura Golden State Warriors 4386000 2001
116 Steve Francis Houston Rockets 4383000 2003
150 Derek Fisher Los Angeles Lakers 4352000 2008
206 Greivis Vasquez Brooklyn Nets 4347826 2017
212 Greivis Vasquez Brooklyn Nets 4347826 2018
100 Robert Pack Denver Nuggets 4320000 2001
160 J.J. Barea Minnesota Timberwolves 4300000 2012
214 Emmanuel Mudiay New York Knicks 4294480 2018
216 Emmanuel Mudiay New York Knicks 4294480 2019
167 J.J. Barea Dallas Mavericks 4290000 2016
170 Marcus Banks Toronto Raptors 4260000 2009
103 Brevin Knight Cleveland Cavaliers 4250000 2001
104 Howard Eisley Dallas Mavericks 4250000 2001
149 Damon Stoudamire Memphis Grizzlies 4250000 2006
156 Steve Blake Portland Trail Blazers 4250000 2008
171 Steve Blake Portland Trail Blazers 4250000 2009
167 Jordan Farmar Sacramento Kings 4250000 2013
168 Damian Lillard Portland Trail Blazers 4236287 2016
215 Kris Dunn Chicago Bulls 4221000 2018
217 Kris Dunn Chicago Bulls 4221000 2019
117 Mark Jackson Utah Jazz 4220000 2003
75 Chucky Atkins Los Angeles Lakers 4200000 2005
150 Moochie Norris Houston Rockets 4200000 2006
149 Rafer Alston Houston Rockets 4200000 2007
167 Nate Robinson Oklahoma City Thunder 4200000 2011
119 Mike Bibby Sacramento Kings 4174000 2002
158 Damon Jones Cleveland Cavaliers 4172432 2008
218 Frank Ntilikina New York Knicks 4155720 2018
218 Frank Ntilikina New York Knicks 4155720 2019
121 Darrel Armstrong Orlando Magic 4130000 2002
61 Darrel Armstrong Orlando Magic 4125000 2000
120 Eric Snow Philadelphia 76ers 4125000 2003
153 Carlos Arroyo Orlando Magic 4100000 2007
211 J.J. Barea Dallas Mavericks 4096950 2017
220 Collin Sexton Cleveland Cavaliers 4068600 2019
100 Anthony Carter San Antonio Spurs 4063000 2004
154 Damon Stoudamire Memphis Grizzlies 4050000 2007
173 Russell Westbrook Oklahoma City Thunder 4017720 2011
161 Deron Williams Utah Jazz 4010640 2008
124 Sam Cassell Milwaukee Bucks 4000000 2002
157 Sarunas Jasikevicius Indiana Pacers 4000000 2006
159 Carlos Arroyo Orlando Magic 4000000 2006
159 Sarunas Jasikevicius Indiana Pacers 4000000 2007
164 Sarunas Jasikevicius Golden State Warriors 4000000 2008
167 Carlos Arroyo Orlando Magic 4000000 2008
174 Steve Blake Portland Trail Blazers 4000000 2010
175 Luke Ridnour Minnesota Timberwolves 4000000 2011
179 Steve Blake Los Angeles Lakers 4000000 2011
174 Jordan Farmar New Jersey Nets 4000000 2012
177 Steve Blake Los Angeles Lakers 4000000 2012
178 Luke Ridnour Minnesota Timberwolves 4000000 2013
185 Steve Blake Los Angeles Lakers 4000000 2013
153 Steve Blake Los Angeles Lakers 4000000 2014
169 Marcus Banks Phoenix Suns 3966207 2008
169 Mo Williams Charlotte Hornets 3965074 2015
187 Stephen Curry Golden State Warriors 3958742 2013
126 Baron Davis New Orleans Hornets 3942000 2003
220 Dante Exum Utah Jazz 3940320 2017
225 J.J. Barea Dallas Mavericks 3903900 2018
103 Chucky Atkins Detroit Pistons 3900000 2004
162 Damon Jones Cleveland Cavaliers 3884678 2007
180 Mike Conley Memphis Grizzlies 3883800 2010
223 Kris Dunn Minnesota Timberwolves 3872520 2017
127 Mark Jackson New York Knicks 3860000 2002
162 Rafer Alston Houston Rockets 3850000 2006
174 Patty Mills San Antonio Spurs 3842105 2015
166 Bob Sura Houston Rockets 3840000 2007
172 Bob Sura Houston Rockets 3840000 2008
223 Dennis Smith Jr. New York Knicks 3819960 2019
185 Dante Exum Cleveland Cavaliers 3777720 2016
66 Bob Sura Cleveland Cavaliers 3760000 2000
183 Russell Westbrook Oklahoma City Thunder 3755640 2010
133 Eric Snow Philadelphia 76ers 3750000 2002
185 Jordan Farmar New Jersey Nets 3750000 2011
169 Deron Williams Utah Jazz 3749040 2007
194 Ricky Rubio Minnesota Timberwolves 3741120 2013
225 J.J. Barea Dallas Mavericks 3710850 2019
118 Dana Barros Detroit Pistons 3700000 2001
188 Derek Fisher Los Angeles Lakers 3700000 2011
190 Luke Ridnour Minnesota Timberwolves 3680000 2012
163 Ricky Rubio Minnesota Timberwolves 3678358 2014
132 Anthony Carter Miami Heat 3656000 2003
193 Mike Conley Memphis Grizzlies 3630480 2009
179 Chris Paul New Orleans Hornets 3615960 2008
181 Dante Exum Utah Jazz 3615000 2015
140 Moochie Norris Houston Rockets 3600000 2002
133 Chucky Atkins Detroit Pistons 3600000 2003
135 Moochie Norris Houston Rockets 3600000 2003
108 Moochie Norris New York Knicks 3600000 2004
78 Moochie Norris New York Knicks 3600000 2005
167 Speedy Claxton NO/Oklahoma City Hornets 3600000 2006
173 Jeff McInnis Charlotte Bobcats 3600000 2007
174 Marcus Banks Phoenix Suns 3600000 2007
190 C.J. Watson Chicago Bulls 3600000 2011
168 Damon Jones Cleveland Cavaliers 3596924 2006
180 Keyon Dooling Orlando Magic 3596000 2008
230 Patty Mills San Antonio Spurs 3578948 2017
189 Patty Mills San Antonio Spurs 3578947 2016
231 Marcus Smart Boston Celtics 3578880 2017
123 Mark Jackson Toronto Raptors 3565000 2001
194 Keyon Dooling New Jersey Nets 3564000 2010
182 Brandon Knight Phoenix Suns 3553917 2015
170 Bob Sura Houston Rockets 3520000 2006
69 Sam Cassell Milwaukee Bucks 3500000 2000
128 Sam Cassell Milwaukee Bucks 3500000 2001
172 Tyronn Lue Atlanta Hawks 3500000 2006
177 Tyronn Lue Atlanta Hawks 3500000 2007
195 Chris Duhon Orlando Magic 3500000 2011
192 Shannon Brown Phoenix Suns 3500000 2012
199 D.J. Augustin Indiana Pacers 3500000 2013
200 Shannon Brown Phoenix Suns 3500000 2013
202 Chris Duhon Los Angeles Lakers 3500000 2013
255 T.J. McConnell Indiana Pacers 3500000 2020
231 Jamal Murray Denver Nuggets 3499800 2019
200 Russell Westbrook Oklahoma City Thunder 3493680 2009
173 Deron Williams Utah Jazz 3487440 2006
195 Ricky Rubio Minnesota Timberwolves 3480120 2012
142 Steve Francis Houston Rockets 3473000 2002
185 Kevin Ollie Philadelphia 76ers 3441900 2008
194 Marcus Smart Boston Celtics 3431040 2016
138 Jason Williams Memphis Grizzlies 3425000 2003
197 Jonny Flynn Portland Trail Blazers 3414720 2012
174 Mike James Toronto Raptors 3410000 2006
175 Jeff McInnis New Jersey Nets 3400000 2006
198 C.J. Watson Chicago Bulls 3400000 2012
240 Trey Burke Washington Wizards 3386598 2017
179 Chris Paul NO/Oklahoma City Hornets 3380160 2007
186 Mike Conley Memphis Grizzlies 3377160 2008
132 Eric Snow Philadelphia 76ers 3375000 2001
139 Antonio Daniels Portland Trail Blazers 3375000 2003
178 Bobby Jackson Memphis Grizzlies 3375000 2006
241 Jamal Murray Denver Nuggets 3355320 2018
180 Keyon Dooling Orlando Magic 3348000 2007
188 Damian Lillard Portland Trail Blazers 3340920 2015
242 Elfrid Payton Phoenix Suns 3332340 2018
112 Andre Miller Denver Nuggets 3317000 2004
134 Mike Bibby Vancouver Grizzlies 3308000 2001
147 Chucky Atkins Detroit Pistons 3300000 2002
205 Keyon Dooling New Jersey Nets 3300000 2009
243 Rajon Rondo New Orleans Pelicans 3300000 2018
194 Marcus Smart Boston Celtics 3283320 2015
195 Alexey Shved Philadelphia 76ers 3282056 2015
199 Kemba Walker Charlotte Hornets 3272091 2015
249 Cameron Payne Chicago Bulls 3263294 2018
244 Cameron Payne Cleveland Cavaliers 3263294 2019
114 Chris Whitney Washington Wizards 3259000 2004
73 Travis Best Indiana Pacers 3250000 2000
136 Travis Best Indiana Pacers 3250000 2001
149 Travis Best Indiana Pacers 3250000 2002
150 Anthony Carter Miami Heat 3250000 2002
205 Will Bynum Detroit Pistons 3250000 2011
206 Chris Duhon Orlando Magic 3250000 2012
207 Will Bynum Detroit Pistons 3250000 2012
216 Will Bynum Detroit Pistons 3250000 2013
178 Gary Neal Charlotte Bobcats 3250000 2014
202 Gary Neal Charlotte Hornets 3250000 2015
193 Chris Duhon Chicago Bulls 3248000 2008
137 Steve Francis Houston Rockets 3246000 2001
245 Emmanuel Mudiay Denver Nuggets 3241800 2017
208 Chucky Atkins Oklahoma City Thunder 3240000 2009
209 D.J. Augustin Charlotte Bobcats 3236470 2012
250 Dennis Smith Jr. Dallas Mavericks 3218280 2018
247 Jamal Murray Denver Nuggets 3210840 2017
182 Damian Lillard Portland Trail Blazers 3202920 2014
187 Kevin Ollie Philadelphia 76ers 3196050 2007
209 Jonny Flynn Minnesota Timberwolves 3192000 2011
248 Michael Carter-Williams Chicago Bulls 3183526 2017
84 Tony Delk Atlanta Hawks 3150000 2005
85 Bobby Jackson Sacramento Kings 3150000 2005
190 Alexey Shved Minnesota Timberwolves 3150000 2014
267 Yogi Ferrell Sacramento Kings 3150000 2020
185 Chris Paul NO/Oklahoma City Hornets 3144240 2006
156 Baron Davis Charlotte Hornets 3119000 2002
213 Stephen Curry Golden State Warriors 3117120 2012
208 Austin Rivers LA Clippers 3110796 2016
209 Emmanuel Mudiay Denver Nuggets 3102240 2016
142 Darrel Armstrong Orlando Magic 3100000 2001
186 Keyon Dooling Orlando Magic 3100000 2006
76 Mike Bibby Vancouver Grizzlies 3092000 2000
224 Jason Kidd New York Knicks 3090000 2013
86 Keyon Dooling Miami Heat 3073000 2005
227 Damian Lillard Portland Trail Blazers 3065040 2013
252 Terry Rozier Boston Celtics 3050390 2019
196 Chris Duhon Chicago Bulls 3024000 2007
78 Steve Francis Houston Rockets 3020000 2000
79 Derek Fisher Los Angeles Lakers 3000000 2000
81 Eric Snow Philadelphia 76ers 3000000 2000
144 Derek Fisher Los Angeles Lakers 3000000 2001
146 Chucky Atkins Detroit Pistons 3000000 2001
161 Derek Fisher Los Angeles Lakers 3000000 2002
163 Antonio Daniels San Antonio Spurs 3000000 2002
150 Derek Fisher Los Angeles Lakers 3000000 2003
117 Derek Fisher Los Angeles Lakers 3000000 2004
89 Derek Fisher Golden State Warriors 3000000 2005
197 Chucky Atkins Memphis Grizzlies 3000000 2007
202 Chucky Atkins Denver Nuggets 3000000 2008
214 D.J. Augustin Oklahoma City Thunder 3000000 2015
214 D.J. Augustin Oklahoma City Thunder 3000000 2016
254 Yogi Ferrell Sacramento Kings 3000000 2019
255 Elfrid Payton New Orleans Pelicans 3000000 2019
270 Quinn Cook Los Angeles Lakers 3000000 2020
271 Ryan Arcidiacono Chicago Bulls 3000000 2020
215 Jonny Flynn Minnesota Timberwolves 2969280 2010
91 Mateen Cleaves Seattle SuperSonics 2969000 2005
152 Chris Whitney Orlando Magic 2962000 2003
194 Kevin Ollie Philadelphia 76ers 2950200 2006
201 Earl Boykins Milwaukee Bucks 2950000 2007
240 Alexey Shved Minnesota Timberwolves 2934610 2013
202 T.J. Ford Toronto Raptors 2929467 2007
121 Bimbo Coles Miami Heat 2925000 2004
123 Tony Delk Dallas Mavericks 2925000 2004
124 Bobby Jackson Sacramento Kings 2925000 2004
197 Tony Delk Detroit Pistons 2925000 2006
149 Baron Davis Charlotte Hornets 2916000 2001
222 Will Bynum Washington Wizards 2915908 2015
223 Stephen Curry Golden State Warriors 2913840 2011
212 Anthony Johnson Sacramento Kings 2860000 2008
223 Brian Roberts Charlotte Hornets 2854940 2016
156 Antonio Daniels San Antonio Spurs 2814000 2001
202 Chris Duhon Chicago Bulls 2800000 2006
224 Earl Watson Indiana Pacers 2800000 2010
204 Brandon Knight Milwaukee Bucks 2793960 2014
205 Will Bynum Detroit Pistons 2790343 2014
229 Rodney Stuckey Detroit Pistons 2767126 2011
210 Dan Dickau Portland Trail Blazers 2753218 2007
206 Earl Boykins Denver Nuggets 2750000 2006
228 Luke Ridnour Orlando Magic 2750000 2015
235 Luke Ridnour Toronto Raptors 2750000 2016
230 Brian Roberts Charlotte Hornets 2732000 2015
88 Baron Davis Charlotte Hornets 2712000 2000
227 Stephen Curry Golden State Warriors 2710560 2010
269 Dennis Schroder Atlanta Hawks 2708582 2017
165 Bimbo Coles Cleveland Cavaliers 2700000 2003
167 Tony Delk Boston Celtics 2700000 2003
168 Chauncey Billups Detroit Pistons 2700000 2003
169 Bobby Jackson Sacramento Kings 2700000 2003
230 Sebastian Telfair Minnesota Timberwolves 2700000 2011
252 Brandon Knight Detroit Pistons 2678640 2013
176 Chris Whitney Washington Wizards 2666000 2002
236 Trey Burke Utah Jazz 2658240 2016
212 Mo Williams Portland Trail Blazers 2652000 2014
217 Anthony Johnson Dallas Mavericks 2640000 2007
267 Jerian Grant Chicago Bulls 2639314 2018
268 Jerian Grant Orlando Magic 2639314 2019
230 Steve Francis Houston Rockets 2634480 2009
213 Eric Bledsoe Phoenix Suns 2626474 2014
256 Eric Bledsoe LA Clippers 2626473 2013
272 Elfrid Payton Orlando Magic 2613600 2017
89 Vonteego Cummings Golden State Warriors 2600000 2000
261 Kemba Walker Charlotte Bobcats 2568360 2013
215 Kemba Walker Charlotte Bobcats 2568360 2014
291 Rajon Rondo Los Angeles Lakers 2564753 2020
242 Brandon Knight Detroit Pistons 2563320 2012
222 Sebastian Telfair Minnesota Timberwolves 2562426 2008
178 Jason Williams Memphis Grizzlies 2554000 2002
237 Trey Burke Utah Jazz 2548560 2015
234 D.J. Augustin Charlotte Bobcats 2540000 2011
270 Delon Wright Toronto Raptors 2536898 2018
269 Delon Wright Memphis Grizzlies 2536898 2019
217 Avery Bradley Boston Celtics 2511432 2014
242 Elfrid Payton Orlando Magic 2505720 2016
232 Sebastian Telfair LA Clippers 2500000 2010
218 Chauncey Billups Detroit Pistons 2500000 2014
243 Jason Hart LA Clippers 2484000 2009
188 Bimbo Coles Cleveland Cavaliers 2475000 2002
190 Tony Delk Phoenix Suns 2475000 2002
191 Chauncey Billups Minnesota Timberwolves 2475000 2002
192 Bobby Jackson Sacramento Kings 2475000 2002
181 Andre Miller LA Clippers 2460000 2003
283 Tyus Jones Minnesota Timberwolves 2444053 2019
241 Austin Rivers LA Clippers 2439840 2015
233 Steve Francis Houston Rockets 2439333 2008
221 Trey Burke Utah Jazz 2438760 2014
267 Jeff Teague Atlanta Hawks 2433077 2013
232 Luke Ridnour Seattle SuperSonics 2425878 2007
226 Anthony Johnson Indiana Pacers 2420000 2006
249 Michael Carter-Williams Milwaukee Bucks 2399040 2016
244 Elfrid Payton Orlando Magic 2397840 2015
100 Speedy Claxton Golden State Warriors 2390000 2005
240 D.J. Augustin Charlotte Bobcats 2374680 2010
172 Chris Whitney Washington Wizards 2370000 2001
284 Shabazz Napier Portland Trail Blazers 2361360 2018
254 Kemba Walker Charlotte Bobcats 2356320 2012
223 Austin Rivers New Orleans Pelicans 2339040 2014
258 Derek Fisher Oklahoma City Thunder 2329545 2012
307 Aaron Holiday Indiana Pacers 2329200 2020
308 Dejounte Murray San Antonio Spurs 2321735 2020
233 T.J. Ford Milwaukee Bucks 2303040 2006
247 Michael Carter-Williams Philadelphia 76ers 2300040 2015
242 Jason Hart Utah Jazz 2300000 2008
247 Sebastian Telfair Minnesota Timberwolves 2300000 2009
274 Earl Watson Utah Jazz 2300000 2013
141 Keyon Dooling LA Clippers 2256000 2004
234 Dan Dickau Boston Celtics 2255350 2006
181 Bimbo Coles Cleveland Cavaliers 2250000 2001
185 Rod Strickland Washington Wizards 2250000 2001
186 Tony Delk Phoenix Suns 2250000 2001
187 Chauncey Billups Minnesota Timberwolves 2250000 2001
188 Bobby Jackson Sacramento Kings 2250000 2001
252 Tyronn Lue Orlando Magic 2250000 2009
262 Keyon Dooling Boston Celtics 2246400 2012
290 Zach LaVine Minnesota Timberwolves 2240880 2017
279 Austin Rivers New Orleans Hornets 2238360 2013
280 Rodrigue Beaubois Dallas Mavericks 2227333 2013
246 Acie Law Charlotte Bobcats 2216160 2010
248 D.J. Augustin Orlando Magic 2208960 2008
253 D.J. Augustin Charlotte Bobcats 2208960 2009
252 Reggie Jackson Oklahoma City Thunder 2204369 2015
230 Michael Carter-Williams Philadelphia 76ers 2200920 2014
294 Mo Williams Denver Nuggets 2194500 2017
293 Mo Williams Denver Nuggets 2194500 2018
260 Beno Udrih Memphis Grizzlies 2170465 2016
261 Steve Blake Detroit Pistons 2170465 2016
233 Greivis Vasquez Toronto Raptors 2150188 2014
297 Raul Neto Utah Jazz 2150000 2019
258 Shannon Brown Los Angeles Lakers 2149200 2011
263 Zach LaVine Minnesota Timberwolves 2148360 2016
318 Austin Rivers Houston Rockets 2147317 2020
264 Kendall Marshall Philadelphia 76ers 2144772 2016
266 Gary Neal Washington Wizards 2139000 2016
146 Mateen Cleaves Cleveland Cavaliers 2134000 2004
299 Cameron Payne Oklahoma City Thunder 2112480 2017
275 Goran Dragic Houston Rockets 2108000 2012
214 Alvin Williams Toronto Raptors 2100000 2001
269 Mo Williams Cleveland Cavaliers 2100000 2016
254 Rajon Rondo Boston Celtics 2094923 2010
301 Tim Frazier New Orleans Pelicans 2090000 2017
262 Keyon Dooling Milwaukee Bucks 2080000 2011
257 Jordan Farmar LA Clippers 2077000 2015
259 C.J. Watson Indiana Pacers 2077000 2015
261 Beno Udrih Memphis Grizzlies 2077000 2015
262 Steve Blake Portland Trail Blazers 2077000 2015
259 Acie Law Atlanta Hawks 2071680 2009
293 Toney Douglas Sacramento Kings 2067880 2013
255 Anthony Johnson Orlando Magic 2062800 2010
265 Anthony Johnson Orlando Magic 2062800 2011
276 Anthony Johnson Orlando Magic 2062800 2012
294 Anthony Johnson Orlando Magic 2062800 2013
265 Zach LaVine Minnesota Timberwolves 2055840 2015
302 Kendall Marshall Milwaukee Bucks 2048257 2017
298 Kendall Marshall Milwaukee Bucks 2048257 2018
261 Kyle Lowry Houston Rockets 2034996 2010
267 Cory Joseph San Antonio Spurs 2023261 2015
275 Cameron Payne Oklahoma City Thunder 2021520 2016
261 Nate Robinson New York Knicks 2020179 2009
297 Eric Maynor Oklahoma City Thunder 2016000 2013
238 C.J. Watson Indiana Pacers 2016000 2014
239 Nate Robinson Denver Nuggets 2016000 2014
218 Jason Williams Sacramento Kings 2011000 2001
298 Kendall Marshall Phoenix Suns 2005560 2013
283 Chauncey Billups LA Clippers 2000032 2012
263 Brevin Knight Utah Jazz 2000000 2009
285 Earl Watson Utah Jazz 2000000 2012
326 Edmond Sumner Indiana Pacers 2000000 2020
263 Jannero Pargo Chicago Bulls 1990000 2010
268 Shannon Brown Los Angeles Lakers 1990000 2010
301 Terry Rozier Boston Celtics 1988520 2018
196 Shammond Williams Denver Nuggets 1987000 2003
272 Goran Dragic Phoenix Suns 1972000 2011
270 Luther Head Miami Heat 1962378 2009
335 Derrick White San Antonio Spurs 1948080 2020
271 Jordan Farmar Los Angeles Lakers 1947240 2010
258 Vassilis Spanoulis Houston Rockets 1944000 2008
307 Shabazz Napier Brooklyn Nets 1942422 2019
227 Andre Miller Cleveland Cavaliers 1934000 2002
261 Acie Law Atlanta Hawks 1927080 2008
257 Mo Williams Milwaukee Bucks 1920000 2007
308 Aaron Holiday Indiana Pacers 1911960 2019
273 Anthony Johnson Orlando Magic 1910000 2009
308 Terry Rozier Boston Celtics 1906440 2017
199 Tyronn Lue Washington Wizards 1885000 2003
122 Jason Williams Sacramento Kings 1879000 2000
274 Mardy Collins LA Clippers 1867742 2010
262 Zoran Planinic Brooklyn Nets 1854376 2007
341 Shabazz Napier Washington Wizards 1845301 2020
277 Goran Dragic Phoenix Suns 1836000 2010
270 Jannero Pargo New Orleans Hornets 1830000 2008
284 Terry Rozier Boston Celtics 1824360 2016
280 J.J. Barea Dallas Mavericks 1815000 2011
225 Andre Miller Cleveland Cavaliers 1808000 2001
278 Rodney Stuckey Detroit Pistons 1805040 2010
268 Vassilis Spanoulis Houston Rockets 1800000 2007
311 Trey Burke New York Knicks 1795015 2019
270 Sebastian Telfair Boston Celtics 1793160 2007
202 Keyon Dooling LA Clippers 1769000 2003
285 Dennis Schroder Atlanta Hawks 1763400 2016
260 Mo Williams Milwaukee Bucks 1760000 2006
234 Shammond Williams Seattle SuperSonics 1750000 2002
274 Shammond Williams Los Angeles Lakers 1750000 2007
346 Cameron Payne Phoenix Suns 1737145 2020
262 Marcus Banks Minnesota Timberwolves 1724280 2006
237 Tyronn Lue Washington Wizards 1714000 2002
289 Goran Dragic Phoenix Suns 1700000 2009
289 Dennis Schroder Atlanta Hawks 1690680 2015
290 Rodney Stuckey Detroit Pistons 1687320 2009
125 Andre Miller Cleveland Cavaliers 1682000 2000
265 Sebastian Telfair Portland Trail Blazers 1676280 2006
323 Derrick White San Antonio Spurs 1667160 2019
159 Speedy Claxton Golden State Warriors 1667000 2004
291 Pablo Prigioni New York Knicks 1662961 2015
286 J.J. Barea Dallas Mavericks 1657500 2010
314 Spencer Dinwiddie Brooklyn Nets 1656092 2018
324 Spencer Dinwiddie Brooklyn Nets 1656092 2019
240 Keyon Dooling LA Clippers 1654000 2002
319 Jerian Grant Chicago Bulls 1643040 2017
272 Luke Ridnour Seattle SuperSonics 1638000 2006
318 Avery Bradley Boston Celtics 1630800 2013
363 Emmanuel Mudiay Utah Jazz 1620564 2020
368 Raul Neto Philadelphia 76ers 1620564 2020
371 Michael Carter-Williams Orlando Magic 1620564 2020
377 Isaiah Thomas Washington Wizards 1620564 2020
384 Tim Frazier Detroit Pistons 1620564 2020
387 Trey Burke Philadelphia 76ers 1620564 2020
388 J.J. Barea Dallas Mavericks 1620564 2020
391 Shaquille Harrison Chicago Bulls 1620564 2020
294 Travis Diener Indiana Pacers 1620000 2009
399 Frank Jackson New Orleans Pelicans 1618520 2020
318 T.J. McConnell Philadelphia 76ers 1600520 2018
338 T.J. McConnell Philadelphia 76ers 1600520 2019
288 Brevin Knight LA Clippers 1600000 2008
259 Toney Douglas Miami Heat 1600000 2014
260 John Lucas III Utah Jazz 1600000 2014
302 Eric Bledsoe LA Clippers 1596360 2012
261 Pablo Prigioni New York Knicks 1591350 2014
406 Monte Morris Denver Nuggets 1588231 2020
303 Jeff Teague Atlanta Hawks 1579920 2012
322 Delon Wright Toronto Raptors 1577280 2017
293 Sergio Rodriguez Sacramento Kings 1576696 2010
297 Jerian Grant New York Knicks 1572360 2016
289 Rodney Stuckey Indiana Pacers 1569600 2007
292 Rodney Stuckey Detroit Pistons 1569600 2008
304 Sebastian Telfair Phoenix Suns 1567500 2012
321 Sebastian Telfair Toronto Raptors 1567500 2013
279 Reece Gaines Milwaukee Bucks 1556160 2006
117 Jamaal Tinsley Indiana Pacers 1554000 2005
331 Quinn Cook Golden State Warriors 1544951 2018
333 Malcolm Brogdon Milwaukee Bucks 1544951 2018
334 Trey Burke New York Knicks 1544951 2018
344 Dejounte Murray San Antonio Spurs 1544951 2019
350 Quinn Cook Golden State Warriors 1544951 2019
354 Malcolm Brogdon Milwaukee Bucks 1544951 2019
307 George Hill Indiana Pacers 1540493 2012
280 Jason Hart Sacramento Kings 1540000 2006
234 Keyon Dooling Los Angeles Clippers 1538000 2001
308 Avery Bradley Boston Celtics 1524480 2012
309 Eric Maynor Oklahoma City Thunder 1516680 2012
378 Isaiah Thomas Denver Nuggets 1512601 2019
383 Derrick Rose Minnesota Timberwolves 1512601 2019
300 Delon Wright Toronto Raptors 1509360 2016
236 Jacque Vaughn Utah Jazz 1500000 2001
250 Dana Barros Detroit Pistons 1500000 2002
296 Travis Diener Indiana Pacers 1500000 2008
302 J.J. Barea Dallas Mavericks 1500000 2009
326 John Lucas III Toronto Raptors 1500000 2013
328 Marcelinho Huertas Los Angeles Lakers 1500000 2017
341 Marcelinho Huertas Houston Rockets 1500000 2018
420 Nigel Williams-Goss Utah Jazz 1500000 2020
300 Eric Bledsoe LA Clippers 1485000 2011
300 Javaris Crittenton Washington Wizards 1477920 2010
301 Jeff Teague Atlanta Hawks 1476840 2011
342 Tyus Jones Minnesota Timberwolves 1471382 2018
350 Raul Neto Utah Jazz 1471382 2018
365 Beno Udrih Detroit Pistons 1471382 2018
370 Maalik Wayns Dallas Mavericks 1471382 2018
308 Mike James Chicago Bulls 1448490 2015
428 Brad Wanamaker Boston Celtics 1445697 2020
218 Mateen Cleaves Sacramento Kings 1441000 2003
303 Avery Bradley Boston Celtics 1418160 2011
304 Eric Maynor Oklahoma City Thunder 1417800 2011
430 Devonte' Graham Charlotte Hornets 1416852 2020
438 Jevon Carter Phoenix Suns 1416852 2020
450 Jalen Brunson Dallas Mavericks 1416852 2020
383 Derrick White San Antonio Spurs 1404600 2018
287 Milt Palacio Utah Jazz 1400000 2006
309 Javaris Crittenton Memphis Grizzlies 1381560 2009
307 Ronnie Price Utah Jazz 1381250 2011
409 Frank Mason III Sacramento Kings 1378242 2019
418 Frank Jackson New Orleans Pelicans 1378242 2019
304 Jeff Teague Atlanta Hawks 1373880 2010
323 Nolan Smith Portland Trail Blazers 1365720 2012
344 Nolan Smith Portland Trail Blazers 1365720 2013
324 Jamaal Tinsley Utah Jazz 1352181 2012
347 Jamaal Tinsley Utah Jazz 1352181 2013
341 Shabazz Napier Portland Trail Blazers 1350120 2017
304 Keith McLeod Indiana Pacers 1350000 2007
307 Roko-Leni Ukic Milwaukee Bucks 1350000 2010
314 Roko-Leni Ukic Milwaukee Bucks 1350000 2011
327 Roko-Leni Ukic Milwaukee Bucks 1350000 2012
349 Roko-Leni Ukic Milwaukee Bucks 1350000 2013
424 Monte Morris Denver Nuggets 1349383 2019
428 Ryan Arcidiacono Chicago Bulls 1349383 2019
284 Dennis Schroder Atlanta Hawks 1348200 2014
262 Mateen Cleaves Sacramento Kings 1347000 2002
344 Tyus Jones Minnesota Timberwolves 1339680 2017
306 Steve Blake Milwaukee Bucks 1330000 2007
308 Eric Maynor Utah Jazz 1318920 2010
314 Rajon Rondo Boston Celtics 1315080 2009
409 Semaj Christon Oklahoma City Thunder 1312611 2018
410 Dejounte Murray San Antonio Spurs 1312611 2018
413 Yogi Ferrell Dallas Mavericks 1312611 2018
431 Shaquille Harrison Chicago Bulls 1311265 2019
265 Bryce Drew Charlotte Hornets 1300000 2002
228 Bryce Drew New Orleans Hornets 1300000 2003
168 Bryce Drew New Orleans Hornets 1300000 2004
318 Shabazz Napier Orlando Magic 1294440 2016
306 Javaris Crittenton Memphis Grizzlies 1285200 2008
319 Tyus Jones Minnesota Timberwolves 1282080 2016
309 Nate Robinson New York Knicks 1268160 2008
318 Marcus Williams Golden State Warriors 1262520 2009
320 Jacque Vaughn San Antonio Spurs 1262275 2009
355 Reggie Jackson Oklahoma City Thunder 1260360 2013
288 Reggie Jackson Oklahoma City Thunder 1260360 2014
250 Mateen Cleaves Detroit Pistons 1253000 2001
321 Roko-Leni Ukic Toronto Raptors 1250000 2009
315 Ronnie Price Utah Jazz 1250000 2010
325 Shabazz Napier Miami Heat 1238640 2015
335 Rodrigue Beaubois Dallas Mavericks 1236720 2012
433 Jalen Brunson Dallas Mavericks 1230000 2019
311 Rajon Rondo Boston Celtics 1229280 2008
472 Carsen Edwards Boston Celtics 1228026 2020
312 Jacque Vaughn San Antonio Spurs 1219590 2008
254 Anthony Johnson Cleveland Cavaliers 1200000 2001
258 Anthony Carter Miami Heat 1200000 2001
323 Royal Ivey Oklahoma City Thunder 1200000 2011
337 Royal Ivey Oklahoma City Thunder 1200000 2012
362 Greivis Vasquez New Orleans Hornets 1191240 2013
326 Ronnie Price Utah Jazz 1188000 2009
317 Nate Robinson New York Knicks 1185480 2007
442 Frank Mason III Sacramento Kings 1184385 2018
319 Marcus Williams New Jersey Nets 1180200 2008
362 Dejounte Murray San Antonio Spurs 1180080 2017
319 Darrel Armstrong Indiana Pacers 1178348 2007
334 Toney Douglas New Orleans Pelicans 1164858 2016
330 Kyle Lowry Memphis Grizzlies 1163520 2009
342 Reggie Jackson Oklahoma City Thunder 1156320 2012
326 Rodrigue Beaubois Dallas Mavericks 1156080 2011
341 Matthew Dellavedova Cleveland Cavaliers 1147276 2016
367 Ronnie Price Portland Trail Blazers 1146337 2013
345 Toney Douglas New York Knicks 1145640 2012
321 Rajon Rondo Boston Celtics 1143600 2007
298 Patty Mills San Antonio Spurs 1133950 2014
306 Zoran Planinic New Jersey Nets 1127280 2006
307 Keith McLeod Utah Jazz 1125000 2006
324 Luther Head Houston Rockets 1122000 2008
301 Cory Joseph San Antonio Spurs 1120920 2014
348 Greivis Vasquez New Orleans Hornets 1113600 2012
345 Nemanja Nedovic Golden State Warriors 1104240 2015
309 Nate Robinson New York Knicks 1102680 2006
326 Ronnie Price Utah Jazz 1100000 2008
323 Marcus Williams New Jersey Nets 1097880 2007
328 Kyle Lowry Memphis Grizzlies 1087680 2008
376 Patty Mills San Antonio Spurs 1085120 2013
325 George Hill San Antonio Spurs 1081680 2010
314 Darrick Martin Toronto Raptors 1081575 2006
240 Speedy Claxton San Antonio Spurs 1081000 2003
334 Jordan Farmar Los Angeles Lakers 1080000 2009
326 Rodrigue Beaubois Dallas Mavericks 1075440 2010
355 Cory Joseph San Antonio Spurs 1074720 2012
379 Cory Joseph San Antonio Spurs 1074720 2013
338 Toney Douglas New York Knicks 1071000 2011
310 Nemanja Nedovic Golden State Warriors 1056720 2014
475 Gary Payton II Washington Wizards 1052909 2020
329 Chris Quinn New Jersey Nets 1050387 2010
330 Royal Ivey Philadelphia 76ers 1050000 2010
329 Luther Head Houston Rockets 1048800 2007
332 Shannon Brown Cleveland Cavaliers 1044120 2008
340 Greivis Vasquez Memphis Grizzlies 1035960 2011
338 Mardy Collins New York Knicks 1034760 2009
318 Jacque Vaughn New Jersey Nets 1029873 2006
381 Andrew Goudelock Houston Rockets 1015696 2017
448 Andrew Goudelock Houston Rockets 1015696 2018
332 Kyle Lowry Memphis Grizzlies 1011720 2007
335 Jordan Farmar Los Angeles Lakers 1009560 2008
340 George Hill San Antonio Spurs 1006200 2009
284 Speedy Claxton Philadelphia 76ers 1006000 2002
339 C.J. Watson Golden State Warriors 1000497 2010
325 Steve Blake Portland Trail Blazers 1000000 2006
335 Jannero Pargo NO/Oklahoma City Hornets 1000000 2007
367 Jeremy Pargo Memphis Grizzlies 1000000 2012
341 Toney Douglas New York Knicks 996240 2010
392 C.J. Watson Brooklyn Nets 992680 2013
439 Devonte' Graham Charlotte Hornets 988464 2019
385 Brian Roberts Charlotte Hornets 980431 2017
388 Nate Wolters Utah Jazz 980431 2017
394 Jordan Farmar Sacramento Kings 980431 2017
406 John Lucas III Minnesota Timberwolves 980431 2017
420 Pablo Prigioni Houston Rockets 980431 2017
421 Phil Pressey Golden State Warriors 980431 2017
427 Beno Udrih Detroit Pistons 980431 2017
438 Will Bynum Atlanta Hawks 980431 2017
453 Jordan Farmar Sacramento Kings 980431 2018
461 John Lucas III Minnesota Timberwolves 980431 2018
469 Pablo Prigioni Houston Rockets 980431 2018
470 Phil Pressey Golden State Warriors 980431 2018
479 Will Bynum Atlanta Hawks 980431 2018
326 Luther Head Houston Rockets 975600 2006
347 Chris Quinn Miami Heat 972581 2009
341 Shannon Brown Cleveland Cavaliers 971280 2007
342 Beno Udrih San Antonio Spurs 967920 2007
343 Mardy Collins New York Knicks 967320 2008
329 Anthony Carter Minnesota Timberwolves 965185 2006
315 Ish Smith Phoenix Suns 951463 2014
374 Pablo Prigioni LA Clippers 947726 2016
376 Ish Smith Philadelphia 76ers 947276 2016
382 Ronnie Price Phoenix Suns 947276 2016
386 John Lucas III Minnesota Timberwolves 947276 2016
415 Nate Robinson New Orleans Pelicans 947276 2016
344 Donell Taylor Washington Wizards 945610 2008
346 Jordan Farmar Los Angeles Lakers 939120 2007
441 Raul Neto Utah Jazz 937800 2017
352 Patty Mills Portland Trail Blazers 937195 2011
442 Malcolm Brogdon Milwaukee Bucks 925000 2017
442 Austin Rivers Washington Wizards 922943 2019
370 John Lucas III Chicago Bulls 915852 2012
365 Jannero Pargo Charlotte Hornets 915243 2015
374 Sebastian Telfair Oklahoma City Thunder 915243 2015
377 Diante Garrett Portland Trail Blazers 915243 2015
381 Ronnie Price Los Angeles Lakers 915243 2015
390 Kendall Marshall Milwaukee Bucks 915243 2015
393 Shannon Brown Miami Heat 915243 2015
394 Patrick Beverley Houston Rockets 915243 2015
397 Rodney Stuckey Indiana Pacers 915243 2015
397 Ish Smith Orlando Magic 910941 2013
413 J.J. Barea Dallas Mavericks 909859 2015
337 Beno Udrih San Antonio Spurs 904800 2006
419 Raul Neto Utah Jazz 900000 2016
351 Mardy Collins New York Knicks 899880 2007
486 Justin Robinson Washington Wizards 898310 2020
490 Jalen Lecque Phoenix Suns 898310 2020
341 Jannero Pargo Chicago Bulls 895248 2006
324 Jannero Pargo Charlotte Bobcats 884293 2014
330 Jordan Farmar Los Angeles Lakers 884293 2014
331 Earl Watson Portland Trail Blazers 884293 2014
339 Isaiah Thomas Sacramento Kings 884293 2014
342 Beno Udrih Memphis Grizzlies 884293 2014
449 Casper Ware Washington Wizards 874636 2017
463 T.J. McConnell Philadelphia 76ers 874636 2017
485 Casper Ware Washington Wizards 874636 2018
353 Sergio Rodriguez Portland Trail Blazers 874000 2009
282 Tyronn Lue Los Angeles Lakers 865000 2001
419 Ish Smith Oklahoma City Thunder 861405 2015
176 Jamaal Tinsley Indiana Pacers 861000 2004
354 Royal Ivey Philadelphia 76ers 854957 2009
366 Javaris Crittenton Washington Wizards 854389 2011
380 Luther Head Sacramento Kings 854389 2011
381 Coby Karl Denver Nuggets 854389 2011
383 Earl Watson Utah Jazz 854389 2011
397 George Hill San Antonio Spurs 854389 2011
406 Earl Boykins Milwaukee Bucks 854389 2011
411 Anthony Carter New York Knicks 854389 2011
383 Javaris Crittenton Washington Wizards 854389 2012
384 Jannero Pargo Atlanta Hawks 854389 2012
405 Luther Head Sacramento Kings 854389 2012
409 Coby Karl Denver Nuggets 854389 2012
414 A.J. Price Indiana Pacers 854389 2012
415 Ronnie Price Phoenix Suns 854389 2012
424 Baron Davis New York Knicks 854389 2012
425 Mike Bibby New York Knicks 854389 2012
439 Sundiata Gaines New Jersey Nets 854389 2012
445 T.J. Ford San Antonio Spurs 854389 2012
448 Anthony Carter Toronto Raptors 854389 2012
459 Gary Neal San Antonio Spurs 854389 2012
419 Javaris Crittenton Washington Wizards 854389 2013
432 Royal Ivey Philadelphia 76ers 854389 2013
439 Luther Head Sacramento Kings 854389 2013
442 Coby Karl Denver Nuggets 854389 2013
445 A.J. Price Washington Wizards 854389 2013
456 Baron Davis New York Knicks 854389 2013
457 Mike Bibby Memphis Grizzlies 854389 2013
461 Marko Jaric Brooklyn Nets 854389 2013
473 Sundiata Gaines Indiana Pacers 854389 2013
479 T.J. Ford Golden State Warriors 854389 2013
481 Jonny Flynn Portland Trail Blazers 854389 2013
486 Anthony Carter Denver Nuggets 854389 2013
498 Nate Robinson Chicago Bulls 854389 2013
501 Gary Neal San Antonio Spurs 854389 2013
423 Russ Smith Memphis Grizzlies 845059 2016
424 Jordan Clarkson Los Angeles Lakers 845059 2016
434 Spencer Dinwiddie Detroit Pistons 845059 2016
448 Tim Frazier Portland Trail Blazers 845059 2016
447 Jevon Carter Memphis Grizzlies 838464 2019
457 Brad Wanamaker Boston Celtics 838464 2019
353 Mateen Cleaves Seattle SuperSonics 835810 2006
354 Eddie Gill Indiana Pacers 835810 2006
362 Jason Williams Orlando Magic 825497 2010
367 Kevin Ollie Oklahoma City Thunder 825497 2010
369 Marcus Williams Memphis Grizzlies 825497 2010
370 Luther Head Indiana Pacers 825497 2010
373 Chucky Atkins Detroit Pistons 825497 2010
382 Jason Hart Minnesota Timberwolves 825497 2010
394 Anthony Carter Denver Nuggets 825497 2010
400 Gabe Pruitt Boston Celtics 825497 2010
401 Carlos Arroyo Miami Heat 825497 2010
402 Will Bynum Detroit Pistons 825497 2010
421 Kevin Ollie Oklahoma City Thunder 825497 2011
427 Jason Hart New Orleans Pelicans 825497 2011
432 Gabe Pruitt Boston Celtics 825497 2011
465 Kevin Ollie Oklahoma City Thunder 825497 2012
470 Jason Hart New Orleans Pelicans 825497 2012
475 Gabe Pruitt Boston Celtics 825497 2012
510 Kevin Ollie Oklahoma City Thunder 825497 2013
514 Jason Hart New Orleans Pelicans 825497 2013
354 Sergio Rodriguez Portland Trail Blazers 817000 2008
422 Ray McCallum Sacramento Kings 816482 2015
427 Casper Ware Washington Wizards 816482 2015
428 Nate Wolters Milwaukee Bucks 816482 2015
433 Peyton Siva Orlando Magic 816482 2015
437 Phil Pressey Boston Celtics 816482 2015
444 Matthew Dellavedova Cleveland Cavaliers 816482 2015
498 T.J. Williams Charlotte Hornets 815615 2018
517 Melo Trimble Minnesota Timberwolves 815615 2018
518 JeQuan Lewis Milwaukee Bucks 815615 2018
528 Frank Jackson New Orleans Pelicans 815615 2018
305 Vonteego Cummings Philadelphia 76ers 810000 2002
257 Jamaal Tinsley Indiana Pacers 805000 2003
433 Chris Quinn San Antonio Spurs 804131 2011
478 Chris Quinn Cleveland Cavaliers 804131 2012
356 Smush Parker Los Angeles Lakers 798112 2007
369 Jason Williams Orlando Magic 797581 2009
373 Mike Wilks Oklahoma City Thunder 797581 2009
375 Kevin Ollie Minnesota Timberwolves 797581 2009
380 Dan Dickau LA Clippers 797581 2009
388 John Lucas III Minnesota Timberwolves 797581 2009
390 Shannon Brown Charlotte Bobcats 797581 2009
395 Keith McLeod Golden State Warriors 797581 2009
403 Anthony Carter Denver Nuggets 797581 2009
408 Sam Cassell Boston Celtics 797581 2009
486 Zabian Dowdell Phoenix Suns 788872 2012
528 Zabian Dowdell Phoenix Suns 788872 2013
535 Maalik Wayns Philadelphia 76ers 788872 2013
352 Brian Roberts New Orleans Pelicans 788872 2014
363 Patrick Beverley Houston Rockets 788872 2014
493 Nate Robinson Golden State Warriors 785487 2012
358 Mike Wilks Seattle SuperSonics 771123 2006
359 Jeff McInnis Charlotte Bobcats 770610 2008
364 Darrick Martin Toronto Raptors 770610 2008
367 Royal Ivey Milwaukee Bucks 770610 2008
372 Dan Dickau LA Clippers 770610 2008
377 John Lucas III Minnesota Timberwolves 770610 2008
379 Orien Greene Sacramento Kings 770610 2008
381 Lynn Greer Milwaukee Bucks 770610 2008
385 Daniel Ewing LA Clippers 770610 2008
391 Anthony Carter Denver Nuggets 770610 2008
394 Darrel Armstrong New Jersey Nets 770610 2008
444 A.J. Price Indiana Pacers 762195 2011
507 Isaiah Thomas Sacramento Kings 762195 2012
544 Cory Higgins Charlotte Bobcats 762195 2013
546 Travis Leslie Utah Jazz 762195 2013
549 Jerome Dyson Phoenix Suns 762195 2013
552 Charles Jenkins Philadelphia 76ers 762195 2013
564 Isaiah Thomas Sacramento Kings 762195 2013
565 Courtney Fortson Houston Rockets 762195 2013
569 Josh Selby Memphis Grizzlies 762195 2013
362 Sergio Rodriguez Portland Trail Blazers 760000 2007
292 Vonteego Cummings Golden State Warriors 757000 2001
408 Earl Boykins Washington Wizards 752659 2010
312 Jamaal Tinsley Indiana Pacers 749000 2002
260 Milt Palacio Cleveland Cavaliers 749000 2003
365 Smush Parker Los Angeles Lakers 745248 2006
368 Darrick Martin Toronto Raptors 744551 2007
371 Jacque Vaughn San Antonio Spurs 744551 2007
372 Royal Ivey Atlanta Hawks 744551 2007
373 Mike Wilks Seattle SuperSonics 744551 2007
383 Gary Payton Miami Heat 744551 2007
409 Jamaal Tinsley Memphis Grizzlies 738091 2010
411 Mike Taylor LA Clippers 736420 2010
422 Bobby Brown LA Clippers 736420 2010
456 Mike Taylor LA Clippers 736420 2011
519 Mike Taylor LA Clippers 736420 2012
575 Mike Taylor LA Clippers 736420 2013
474 Spencer Dinwiddie Brooklyn Nets 726672 2017
369 Nick Van Exel San Antonio Spurs 719373 2006
373 Rick Brunson Seattle SuperSonics 719373 2006
378 Gary Payton Miami Heat 719373 2006
382 Darrel Armstrong Dallas Mavericks 719373 2006
369 Diante Garrett Utah Jazz 719266 2014
299 Damon Jones Vancouver Grizzlies 714000 2001
422 Will Solomon Toronto Raptors 711517 2009
423 Coby Karl Denver Nuggets 711517 2009
424 C.J. Watson Golden State Warriors 711517 2009
429 JamesOn Curry LA Clippers 711517 2009
434 Taurean Green Denver Nuggets 711517 2009
436 Dee Brown Washington Wizards 711517 2009
438 Gabe Pruitt Boston Celtics 711517 2009
440 Will Bynum Detroit Pistons 711517 2009
453 Bryce Cotton Memphis Grizzlies 700902 2016
262 Jacque Vaughn Orlando Magic 700000 2003
263 Earl Boykins Golden State Warriors 700000 2003
391 John Lucas III Houston Rockets 700000 2007
456 Spencer Dinwiddie Detroit Pistons 700000 2015
383 Jermaine Jackson Milwaukee Bucks 696508 2006
400 Eddie Gill Seattle SuperSonics 693549 2008
318 Milt Palacio Phoenix Suns 690000 2002
411 Will Conroy Minnesota Timberwolves 687456 2008
418 J.J. Barea Dallas Mavericks 687456 2008
419 Chris Quinn Miami Heat 687456 2008
475 Bobby Brown Houston Rockets 680534 2017
430 Mike Wilks Oklahoma City Thunder 679821 2010
465 Mike Wilks Oklahoma City Thunder 679821 2011
526 Mike Wilks Oklahoma City Thunder 679821 2012
582 Mike Wilks Oklahoma City Thunder 679821 2013
302 Darrick Martin Sacramento Kings 673000 2001
394 Donell Taylor Washington Wizards 664209 2007
397 Travis Diener Orlando Magic 664209 2007
399 Ronnie Price Sacramento Kings 664209 2007
406 Orien Greene Indiana Pacers 664209 2007
407 Lynn Greer Milwaukee Bucks 664209 2007
409 Daniel Ewing LA Clippers 664209 2007
374 D.J. Augustin Toronto Raptors 650215 2014
320 Earl Boykins LA Clippers 650000 2002
422 Gabe Pruitt Boston Celtics 650000 2008
387 Antonio Burks Memphis Grizzlies 641748 2006
389 Royal Ivey Atlanta Hawks 641748 2006
458 Gal Mekel New Orleans Pelicans 633974 2015
470 Acie Law Memphis Grizzlies 633253 2011
530 Acie Law Golden State Warriors 633253 2012
586 Acie Law Golden State Warriors 633253 2013
460 Brandon Goodwin Denver Nuggets 630032 2019
323 Rafer Alston Milwaukee Bucks 625000 2002
326 Kevin Ollie Indiana Pacers 591000 2002
328 Rick Brunson Portland Trail Blazers 591000 2002
334 Erick Strickland Boston Celtics 591000 2002
336 Rod Strickland Miami Heat 591000 2002
337 Troy Hudson Orlando Magic 591000 2002
343 Jeff McInnis LA Clippers 590000 2002
344 Darrick Martin Dallas Mavericks 590000 2002
345 Jacque Vaughn Atlanta Hawks 590000 2002
351 Damon Jones Detroit Pistons 566000 2002
510 Chris Clemons Houston Rockets 563347 2020
427 Beno Udrih Sacramento Kings 561544 2008
306 Shammond Williams Seattle SuperSonics 550000 2001
531 Josh Selby Memphis Grizzlies 550000 2012
379 Kendall Marshall Los Angeles Lakers 547570 2014
501 Semaj Christon Oklahoma City Thunder 543471 2017
512 Anthony Barber Philadelphia 76ers 543471 2017
522 Julian Jacobs Los Angeles Lakers 543471 2017
533 Trey Freeman Detroit Pistons 543471 2017
540 D'Vauntes Smith-Rivera Chicago Bulls 543471 2017
541 Shaquille Harrison Chicago Bulls 543471 2017
542 Ryan Arcidiacono Chicago Bulls 543471 2017
549 Anthony Barber Philadelphia 76ers 543471 2018
555 Julian Jacobs Los Angeles Lakers 543471 2018
562 Trey Freeman Detroit Pistons 543471 2018
566 D'Vauntes Smith-Rivera Chicago Bulls 543471 2018
428 Juan Carlos Navarro Memphis Grizzlies 538090 2008
463 Deonte Burton Phoenix Suns 525093 2016
466 Scottie Wilbekin Philadelphia 76ers 525093 2016
473 Corey Hawkins Miami Heat 525093 2016
476 T.J. McConnell Philadelphia 76ers 525093 2016
478 Marcelinho Huertas Los Angeles Lakers 525093 2016
484 Pierre Jackson Dallas Mavericks 525093 2016
487 Bo McCalebb New Orleans Pelicans 525093 2016
473 Gary Neal San Antonio Spurs 525000 2011
474 Jason Williams Memphis Grizzlies 524964 2011
534 Jason Williams Orlando Magic 524964 2012
593 Jason Williams Orlando Magic 524964 2013
382 Ray McCallum Sacramento Kings 524616 2014
321 Jeff McInnis Los Angeles Clippers 523000 2001
323 Troy Hudson Orlando Magic 523000 2001
324 Moochie Norris Houston Rockets 523000 2001
512 Brandon Goodwin Atlanta Hawks 522738 2020
535 Ish Smith Orlando Magic 522472 2012
513 Reggie Jackson LA Clippers 512721 2020
273 Gilbert Arenas Golden State Warriors 512000 2003
276 Jamison Brewer Indiana Pacers 512000 2003
460 Russ Smith Memphis Grizzlies 507336 2015
464 Jordan Clarkson Los Angeles Lakers 507336 2015
465 Erick Green Denver Nuggets 507336 2015
475 Keith Appling Orlando Magic 507336 2015
483 Pierre Jackson Dallas Mavericks 507336 2015
327 Rick Brunson New York Knicks 507000 2001
595 Mike James Dallas Mavericks 502581 2013
451 Mike Taylor LA Clippers 500000 2009
536 Travis Leslie LA Clippers 500000 2012
384 Nate Wolters Milwaukee Bucks 500000 2014
389 Peyton Siva Detroit Pistons 490180 2014
394 Phil Pressey Boston Celtics 490180 2014
398 Matthew Dellavedova Cleveland Cavaliers 490180 2014
401 Gal Mekel Dallas Mavericks 490180 2014
435 Rafer Alston New Jersey Nets 475875 2010
479 Sherron Collins Charlotte Bobcats 473604 2011
482 Ish Smith Memphis Grizzlies 473604 2011
484 Pooh Jeter Sacramento Kings 473604 2011
488 Armon Johnson Portland Trail Blazers 473604 2011
494 Patrick Beverley LA Clippers 473604 2011
498 Ben Uzoh New Jersey Nets 473604 2011
499 Manny Harris Cleveland Cavaliers 473604 2011
539 Cory Higgins Charlotte Bobcats 473604 2012
541 Sherron Collins Charlotte Hornets 473604 2012
545 Pooh Jeter Sacramento Kings 473604 2012
547 Charles Jenkins Golden State Warriors 473604 2012
558 Patrick Beverley LA Clippers 473604 2012
559 Andrew Goudelock Los Angeles Lakers 473604 2012
563 Tyshawn Taylor New Orleans Pelicans 473604 2012
568 Carldell Johnson New Orleans Hornets 473604 2012
599 Brian Roberts New Orleans Hornets 473604 2013
600 Sherron Collins Charlotte Hornets 473604 2013
601 Josh Akognon Dallas Mavericks 473604 2013
606 Pooh Jeter Sacramento Kings 473604 2013
607 Diante Garrett Phoenix Suns 473604 2013
614 Oscar Bellfield New York Knicks 473604 2013
615 Chris Smith New York Knicks 473604 2013
619 Stephen Dennis Brooklyn Nets 473604 2013
632 Pablo Prigioni New York Knicks 473604 2013
637 Ben Hansbrough Indiana Pacers 473604 2013
641 Tyshawn Taylor Brooklyn Nets 473604 2013
646 Carldell Johnson Atlanta Hawks 473604 2013
376 Jason Hart San Antonio Spurs 465000 2002
379 Eddie Gill Memphis Grizzlies 465000 2002
438 Patty Mills Portland Trail Blazers 457588 2010
441 A.J. Price Indiana Pacers 457588 2010
405 Daniel Ewing LA Clippers 450000 2006
461 Sean Singletary Charlotte Bobcats 442114 2009
469 Bobby Brown Sacramento Kings 442114 2009
425 Taurean Green Denver Nuggets 427163 2007
436 Mustafa Shakur Sacramento Kings 427163 2008
438 Coby Karl Los Angeles Lakers 427163 2008
448 JamesOn Curry Chicago Bulls 427163 2008
453 Taurean Green Portland Trail Blazers 427163 2008
336 Rafer Alston Milwaukee Bucks 423000 2001
448 J.J. Barea Dallas Mavericks 412718 2007
449 Dee Brown Utah Jazz 412718 2007
450 Chris Quinn Miami Heat 412718 2007
409 Kevin Burleson Charlotte Bobcats 398762 2006
412 Travis Diener Orlando Magic 398762 2006
414 Ronnie Price Sacramento Kings 398762 2006
421 Orien Greene Boston Celtics 398762 2006
435 Donell Taylor Washington Wizards 398672 2006
551 Toney Douglas Memphis Grizzlies 379159 2017
573 Toney Douglas Memphis Grizzlies 379159 2018
576 Walker Russell Jr. Detroit Pistons 374300 2012
652 Walker Russell Jr. Oklahoma City Thunder 374300 2013
340 Kevin Ollie Philadelphia 76ers 363000 2001
522 Ky Bowman Golden State Warriors 350189 2020
462 Earl Boykins Charlotte Bobcats 349041 2008
463 Damon Stoudamire Memphis Grizzlies 335442 2008
390 Gilbert Arenas Golden State Warriors 333000 2002
392 Earl Watson Seattle SuperSonics 333000 2002
396 Jamison Brewer Indiana Pacers 333000 2002
398 Tierre Brown Houston Rockets 333000 2002
404 Carlos Arroyo Toronto Raptors 333000 2002
409 Will Solomon Memphis Grizzlies 332000 2002
341 Milt Palacio Boston Celtics 326000 2001
346 Jason Hart Milwaukee Bucks 316000 2001
458 Junior Harrington Memphis Grizzlies 302200 2007
157 Rafer Alston Milwaukee Bucks 301000 2000
575 Derrick Rose Minnesota Timberwolves 290951 2018
655 Patrick Beverley Houston Rockets 281376 2013
554 Ronnie Price Phoenix Suns 276828 2017
475 Jaylen Adams Atlanta Hawks 270014 2019
499 John Lucas III Detroit Pistons 269189 2015
456 Sundiata Gaines Utah Jazz 269169 2010
656 Jeremy Pargo Philadelphia 76ers 264527 2013
580 Gilbert Arenas Memphis Grizzlies 261829 2012
657 Gilbert Arenas Memphis Grizzlies 261829 2013
658 Derek Fisher Oklahoma City Thunder 261343 2013
555 Deron Williams Dallas Mavericks 259526 2017
582 Manny Harris Cleveland Cavaliers 252016 2012
659 Manny Harris Dallas Mavericks 252016 2013
466 C.J. Watson Golden State Warriors 251272 2008
498 Andre Miller San Antonio Spurs 250750 2016
362 Anthony Goldwire Denver Nuggets 243000 2001
416 Mike James Miami Heat 237000 2002
512 Mustafa Shakur Washington Wizards 226162 2011
586 Mustafa Shakur Oklahoma City Thunder 226162 2012
663 Mustafa Shakur Oklahoma City Thunder 226162 2013
587 Earl Boykins Houston Rockets 220487 2012
588 Mike James Chicago Bulls 220487 2012
664 Earl Boykins Houston Rockets 220487 2013
514 Mike Bibby Washington Wizards 216110 2011
590 Patty Mills San Antonio Spurs 213517 2012
458 Travis Diener Portland Trail Blazers 208802 2010
520 Travis Diener Portland Trail Blazers 208802 2011
592 Travis Diener Portland Trail Blazers 208802 2012
666 Travis Diener Portland Trail Blazers 208802 2013
563 Yogi Ferrell Brooklyn Nets 207798 2017
506 Andrew Goudelock Houston Rockets 200600 2016
473 Sam Cassell LA Clippers 199452 2008
474 Tyronn Lue Sacramento Kings 199452 2008
462 Jason Hart Sacramento Kings 197087 2007
478 Tim Frazier Milwaukee Bucks 196553 2019
522 Carlos Arroyo Miami Heat 196007 2011
595 Carlos Arroyo Boston Celtics 196007 2012
596 Ben Uzoh Toronto Raptors 190548 2012
668 Ben Uzoh Denver Nuggets 190548 2013
414 Shannon Brown San Antonio Spurs 188438 2014
523 Zabian Dowdell Phoenix Suns 186656 2011
475 Smush Parker Miami Heat 181320 2008
580 Shaquille Harrison Phoenix Suns 175000 2018
671 Chris Quinn Cleveland Cavaliers 169340 2013
524 Jannero Pargo Charlotte Hornets 168579 2011
598 Courtney Fortson LA Clippers 156595 2012
526 John Lucas III Chicago Bulls 130165 2011
570 Ray McCallum Charlotte Hornets 121112 2017
582 Ray McCallum Charlotte Hornets 121112 2018
573 Manny Harris Dallas Mavericks 115344 2017
583 Manny Harris Dallas Mavericks 115344 2018
529 Sundiata Gaines Toronto Raptors 112088 2011
511 Toney Douglas New Orleans Pelicans 107676 2015
514 Nate Robinson LA Clippers 107676 2015
602 Armon Johnson Portland Trail Blazers 104494 2012
677 Armon Johnson Brooklyn Nets 104494 2013
514 Erick Green Utah Jazz 99418 2016
517 Bryce Cotton Utah Jazz 92514 2015
483 Chris Chiozza Houston Rockets 90005 2019
365 Doug Overton New Jersey Nets 90000 2001
682 Keyon Dooling Memphis Grizzlies 75387 2013
608 Jerome Dyson New Orleans Hornets 64930 2012
516 Keith Appling Orlando Magic 61776 2016
487 Michael Carter-Williams Orlando Magic 59820 2019
520 Tim Frazier Portland Trail Blazers 59686 2015
424 Mike James Chicago Bulls 57627 2014
468 Will Conroy Memphis Grizzlies 55839 2007
518 Phil Pressey Phoenix Suns 55722 2016
522 A.J. Price Phoenix Suns 53838 2015
485 Eddie Gill Milwaukee Bucks 46917 2009
474 Mustafa Shakur Oklahoma City Thunder 40375 2010
469 Anthony Carter Denver Nuggets 37620 2007
587 Gary Payton II Milwaukee Bucks 35116 2017
369 Eddie Gill New Jersey Nets 34000 2001
589 Pierre Jackson Dallas Mavericks 31969 2017
595 Pierre Jackson Dallas Mavericks 31969 2018
697 Chris Wright Dallas Mavericks 27859 2013
478 Coby Karl Golden State Warriors 17328 2010
592 Quinn Cook Dallas Mavericks 15984 2017
In [9]:
point_guards.sort('salary', descending=True).show(15)
rank name team salary season
1 Stephen Curry Golden State Warriors 40231758 2020
2 Chris Paul Oklahoma City Thunder 38506482 2020
3 Russell Westbrook Houston Rockets 38506482 2020
4 John Wall Washington Wizards 38199000 2020
1 Stephen Curry Golden State Warriors 37457154 2018
1 Stephen Curry Golden State Warriors 37457154 2019
2 Chris Paul Houston Rockets 35654150 2019
4 Russell Westbrook Oklahoma City Thunder 35654150 2019
8 Kyle Lowry Toronto Raptors 34996296 2020
14 Kemba Walker Boston Celtics 32742000 2020
16 Mike Conley Utah Jazz 32511624 2020
17 Kyrie Irving Brooklyn Nets 31742000 2020
4 Kyle Lowry Toronto Raptors 31200000 2018
7 Kyle Lowry Toronto Raptors 31200000 2019
9 Mike Conley Memphis Grizzlies 30521115 2019

... (1460 rows omitted)

In [10]:
# Errors!
nba.where('Position', 'PG')
---------------------------------------------------------------------------
ValueError                                Traceback (most recent call last)
Cell In [10], line 2
      1 # Errors!
----> 2 nba.where('Position', 'PG')

File /opt/homebrew/Caskroom/miniforge/base/lib/python3.10/site-packages/datascience/tables.py:1424, in Table.where(self, column_or_label, value_or_predicate, other)
   1342 def where(self, column_or_label, value_or_predicate=None, other=None):
   1343     """
   1344     Return a new ``Table`` containing rows where ``value_or_predicate``
   1345     returns True for values in ``column_or_label``.
   (...)
   1422     Color | Shape | Amount | Price
   1423     """
-> 1424     column = self._get_column(column_or_label)
   1425     if other is not None:
   1426         assert callable(value_or_predicate), "Predicate required for 3-arg where"

File /opt/homebrew/Caskroom/miniforge/base/lib/python3.10/site-packages/datascience/tables.py:2229, in Table._get_column(self, column_or_label)
   2227     return self[c]
   2228 elif isinstance(c, str):
-> 2229     raise ValueError('label "{}" not in labels {}'.format(c, self.labels))
   2230 else:
   2231     assert len(c) == self.num_rows, 'column length mismatch'

ValueError: label "Position" not in labels ('rank', 'name', 'position', 'team', 'salary', 'season')
In [ ]:
nba.drop('position').where('position', 'PG')

Numbers¶

In [ ]:
30
In [ ]:
10 * 3    # int
In [ ]:
10 / 3    # float
In [ ]:
10 / 2
In [ ]:
10 ** 3
In [ ]:
10 ** 0.5
In [ ]:
1234567 ** 890
In [ ]:
10 / 3
In [ ]:
75892745.215489247589274985712
In [ ]:
75892745.215489247589274985712 - 75892745.21548925
In [ ]:
(13 ** 0.5) ** 2
In [ ]:
int(10 / 5)
In [ ]:
int(10 / 4)
In [ ]:
float(3)
In [ ]:
6 / 4
In [ ]:
6 / 4000
In [ ]:
6 / 400000000000000000000000000000000000000000000000000000000
In [ ]:
400000000000000000000000000000000000000000000000000000000 * 1.5e-56 
In [ ]:
1.5e-56 
In [ ]:
x = 5
In [ ]:
2x
In [ ]:
2 * x

Strings¶

In [ ]:
'Flavor'
In [ ]:
Flavor
In [ ]:
"Flavor"
In [ ]:
'Don't always use single quotes'
In [ ]:
"Don't always use single quotes"
In [ ]:
'ha' * 100
In [ ]:
'lo' * 5.5
In [ ]:
'ha' + 10
In [ ]:
'ha' + str(10)
In [ ]:
int('3')
In [ ]:
int('3.0')
In [ ]:
int(float('3.0'))

Types¶

In [ ]:
type(10)
In [ ]:
a = 10
In [ ]:
type(a)
In [ ]:
type(4.5)
In [ ]:
type('abc')
In [ ]:
type(nba)
In [ ]:
type(True)
In [ ]:
abs(-5)
In [ ]:
type(abs)

Arrays¶

In [ ]:
my_array = make_array(1, 2, 3, 4)
In [ ]:
my_array
In [ ]:
my_array * 2
In [ ]:
my_array ** 2
In [ ]:
my_array + 1
In [ ]:
my_array # array is unchanged, just like when we call show/select/drop on Table
In [ ]:
another = make_array(5, 6, 7, 8)
In [ ]:
my_array + another
In [ ]:
yet_another = make_array(5, 6, 7)
In [ ]:
my_array + yet_another
In [ ]:
sum(my_array)
In [ ]:
np.average(my_array)
In [ ]:
len(my_array)
In [ ]:
tunas = make_array('bluefin', 'albacore', 'jim')
tunas
In [ ]:
tunas * 4
In [ ]:
tunas.item(0) # NOTE: indexing starts at 0!
In [ ]:
tunas.item(1)
In [ ]:
tunas.item(2)

Columns of Tables are Arrays¶

In [ ]:
warriors = nba.where('team', 'Golden State Warriors')
In [ ]:
warriors
In [ ]:
warriors.select('salary')
In [ ]:
type(warriors.select('salary'))
In [ ]:
warriors.column('salary')
In [ ]:
np.average(warriors.column('salary'))
In [ ]:
celtics = nba.where('team', 'Boston Celtics')
In [ ]:
np.average(warriors.column('salary')) - np.average(celtics.column('salary'))