Skip to content

Instantly share code, notes, and snippets.

@ahwolf

ahwolf/README.md

Created November 11, 2015 16:59
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save ahwolf/81ab008a28bfb720f875 to your computer and use it in GitHub Desktop.
Save ahwolf/81ab008a28bfb720f875 to your computer and use it in GitHub Desktop.
Download ZIP
Andre Drummond is a beast
Raw
README.md

Comparing Andre Drummond's performance to the rest of the league

Raw
d3_visual.js
var data = [];
var width = 900;
var height = 550;
d3.csv("df_output.csv", function(csv_data) {
// make the data into an x y graph
var xy_data = [{
key: "C",
values: []
}, {
key: "PF",
values: []
}]
_.each(csv_data, function(d, i) {
var values = {
x: +d.TRB,
y: +d.PTS,
player: d.Player,
size: d.sal_norm,
sal: d["2015-16"]
}
if (d.Pos === "PF") {
xy_data[1].values.push(values)
} else {
xy_data[0].values.push(values)
}
});
nv.addGraph(function() {
var chart = nv.models.scatterChart()
.showDistX(true)
.showDistY(true)
.width(width)
.height(height)
.margin({
top: 50,
right: 50,
bottom: 50,
left: 100
})
.useVoronoi(false)
//.interactive(false)
chart.xAxis
.axisLabel('Points per 36 minutes')
.tickFormat(d3.format('.1f'));
chart.yAxis
.axisLabel('Total rebounds per 36 minutes')
.tickFormat(d3.format('.1f'));
chart.tooltipContent(function(key, x, y, point) {
return '<h3>' + point.point.player + '</h3><p class="text-center">2015-16 Salary: <b>$' + (point.point.sal/1000000).toFixed(2) + 'mm</b></p>';
});
d3.select('#chart svg')
.attr('width', width)
.attr('height', height)
.datum(xy_data)
.transition().duration(500)
.call(chart);
return chart;
// chart.xAxis
// .axisLabel('Time (ms)')
// .tickFormat(d3.format(',r'));
// chart.yAxis
// .axisLabel('Voltage (v)')
// .tickFormat(d3.format('.02f'));
});
});
Raw
df_output.csv
Player Pos TRB PTS 2015-16 sal_norm
0 Andre Drummond C 18.8 18.7 3272091.0 12.281258418794067
1 Dwight Howard C 15.1 20.9 22359364.0 101.0
2 DeAndre Jordan C 14.9 11.4 19500000.0 87.70951184055453
3 Enes Kanter C 14.8 20.6 16400000.0 73.30053372714156
4 DeMarcus Cousins PF 14.7 28.5 14728844.0 65.53290462130323
5 Thomas Robinson PF 14.5 10.2 981300.0 1.6335302312445767
6 Tyson Chandler C 14.0 9.0 13000000.0 57.49713837694668
7 Hassan Whiteside C 13.9 18.7 981348.0 1.633753338002462
8 Alex Len C 13.6 16.1 3807120.0 14.768103951388012
9 Zaza Pachulia C 13.6 14.2 5200000.0 21.242290220617257
10 Tristan Thompson PF 13.6 11.5 14260870.0 63.357734581417326
11 Bismack Biyombo C 13.3 10.2 3000000.0 11.016563817549986
12 Drew Gooden PF 13.3 7.9 3300000.0 12.410981054331888
13 Tarik Black C 13.2 12.2 845059.0 1.0002742353899003
14 Jared Sullinger PF 13.2 19.4 2269260.0 7.620042312196633
15 Kenneth Faried PF 13.0 18.0 11235955.0 49.297755862083584
16 Ed Davis PF 12.9 9.3 7000000.0 29.60879364130866
17 Karl-Anthony Towns C 12.9 19.9 5703600.0 23.583051955428477
18 Rudy Gobert C 12.8 9.4 1175880.0 2.5379492510213177
19 Kevin Love PF 12.8 18.7 19500000.0 87.70951184055453
20 Dwight Powell PF 12.7 18.4 845059.0 1.0002742353899003
21 Clint Capela C 12.5 16.4 1242720.0 2.848625411376325
22 Tim Duncan C 12.5 14.2 5000000.0 20.312678729429326
23 Joakim Noah C 12.5 4.2 13400000.0 59.35636135932254
24 Kristaps Porzingis PF 12.5 17.8 4131720.0 16.276863401586027
25 Marreese Speights PF 12.5 18.0 3815000.0 14.804730644140816
26 Jonas Valanciunas C 12.5 18.8 4660482.0 18.7345795581036
27 Jordan Hill PF 12.1 12.7 4000000.0 15.664621273489656
28 Kevin Garnett PF 12.0 5.4 8500000.0 36.58087982521817
29 Joffrey Lauvergne C 12.0 20.2 1709720.0 5.019268243300151
30 Kyle O'Quinn PF 11.9 14.2 3750000.0 14.502606909504738
31 J.J. Hickson C 11.7 20.2 5613500.0 23.164261978648312
32 Luis Scola PF 11.6 12.6 3000000.0 11.016563817549986
33 Festus Ezeli C 11.3 17.7 2008748.0 6.409167568234878
34 JaMychal Green PF 11.3 14.7 845059.0 1.0002742353899003
35 LaMarcus Aldridge PF 11.2 18.5 19500000.0 87.70951184055453
36 Chris Bosh PF 11.1 20.5 22192730.0 100.22547559388696
37 Jon Leuer PF 11.0 15.0 1035000.0 1.883130916628537
38 Josh Smith PF 10.9 12.0 5400000.0 22.17190171180519
39 Josh Smith PF 10.9 12.0 1499000.0 4.039829576184543
40 Dewayne Dedmon C 10.8 10.3 947278.0 1.4753940204785976
41 Derrick Favors PF 10.8 18.0 11933333.0 52.53920887459188
42 Nerlens Noel PF 10.8 13.5 3457800.0 13.144444520879167
43 Anderson Varejao C 10.8 7.2 9638554.0 41.8729442339081
44 Pau Gasol C 10.7 16.5 7448760.0 31.694655905236147
45 David Lee PF 10.7 13.3 15493680.0 69.08790629367431
46 Aron Baynes C 10.6 11.1 6500000.0 27.28476491333883
47 Alexis Ajinca C 10.5 13.6 4300000.0 17.059038510271556
48 Amir Johnson PF 10.5 13.0 12000000.0 52.84908092100701
49 Kosta Koufos PF 10.5 12.1 7500000.0 31.932822369278497
50 Mason Plumlee C 10.4 13.6 1415520.0 3.6518097397627
51 Julius Randle PF 10.4 14.9 3132240.0 11.631222935523448
52 Zach Randolph PF 10.3 16.5 9638555.0 41.872948881965556
53 Greg Monroe C 10.2 19.6 16400000.0 73.30053372714156
54 Blake Griffin PF 10.1 28.9 18907725.0 84.95658361083785
55 Charlie Villanueva PF 10.0 17.6 1499187.0 4.040698762928804
56 Marvin Williams PF 10.0 11.9 7000000.0 29.60879364130866
57 Lavoy Allen PF 9.8 5.2 3700000.0 14.270204036707755
58 Willie Cauley-Stein C 9.7 10.9 3398280.0 12.867792141101638
59 Nene Hilario PF 9.7 13.0 13000000.0 57.49713837694668
60 Brandon Bass PF 9.6 12.0 3000000.0 11.016563817549986
61 Tobias Harris PF 9.6 17.7 16000000.0 71.44131074476569
62 Aaron Gordon PF 9.5 17.3 4171680.0 16.462599777525377
63 Al Jefferson C 9.5 20.2 13833333.0 61.37051804087725
65 Marcin Gortat C 9.4 13.5 11217391.0 49.21146932347152
66 Dirk Nowitzki PF 9.4 23.0 8333334.0 35.806206681266524
67 Nemanja Bjelica PF 9.3 11.1 4000000.0 15.664621273489656
69 Miles Plumlee C 9.2 11.0 2109294.0 6.876511153199788
70 Anthony Davis PF 9.1 24.4 7070730.0 29.937550745167275
71 Al Horford C 9.1 18.9 12000000.0 52.84908092100701
72 Ryan Kelly PF 9.1 8.6 1724250.0 5.0868045181349535
73 Nikola Vucevic C 9.1 17.9 11250000.0 49.36303782905225
74 Thaddeus Young PF 9.1 15.1 11200000.0 49.13063495625527
75 John Henson C 9.0 22.2 2943221.0 10.752651763259188
76 Paul Millsap PF 9.0 17.7 19000000.0 85.3854831125847
77 Trevor Booker PF 8.9 6.0 4775000.0 19.2668658018429
78 Taj Gibson PF 8.9 10.3 8500000.0 36.58087982521817
79 Roy Hibbert C 8.9 11.0 15500000.0 69.11728201679585
80 Kris Humphries PF 8.9 12.8 4600000.0 18.453455747053457
81 Ian Mahinmi C 8.9 10.8 4000000.0 15.664621273489656
82 Cody Zeller C 8.9 12.0 4204200.0 16.613754605992536
84 Paul George PF 8.7 23.6 17120106.0 76.64762778950845
85 David West PF 8.7 11.0 1499000.0 4.039829576184543
87 Serge Ibaka PF 8.6 14.3 12350000.0 54.47590103058589
88 Ryan Anderson PF 8.5 19.7 8500000.0 36.58087982521817
89 Draymond Green PF 8.5 12.0 14300000.0 63.53961306966825
90 Nikola Mirotic PF 8.5 18.4 5543725.0 22.83994376966012
91 Gorgui Dieng C 8.4 11.0 1474440.0 3.925673285066665
92 Brook Lopez C 8.4 22.2 20000000.0 90.03354056852436
93 Tiago Splitter C 8.4 12.5 8500000.0 36.58087982521817
94 Steven Adams C 8.2 8.9 2279040.0 7.6655003141157225
95 Darrell Arthur PF 8.2 6.8 2814000.0 10.152025130745209
96 Nikola Jokic C 8.2 14.5 1300000.0 3.1148661424525494
98 Timofey Mozgov C 8.1 13.6 4950000.0 20.08027585663234
100 Jonas Jerebko PF 7.9 12.0 5000000.0 20.312678729429326
104 Robin Lopez C 7.7 14.7 13000000.0 57.49713837694668
105 Kelly Olynyk C 7.7 16.6 2165160.0 7.136179531033314
107 Marc Gasol C 7.6 16.0 19700000.0 88.63912333174245
115 Jahlil Okafor C 7.3 21.1 4582680.0 18.372951391916583
117 Johnny O'Bryant PF 7.2 10.2 845059.0 1.0002742353899003
118 Jason Smith C 7.2 17.5 4300000.0 17.059038510271556
119 Brandan Wright PF 7.2 13.8 5500000.0 22.636707457399158
121 Markieff Morris PF 7.1 18.4 8000000.0 34.25685109724833
125 Noah Vonleh PF 7.0 5.3 2637720.0 9.332665562412163
131 Montrezl Harrell PF 6.6 16.6 1000000.0 1.7204489056706487
132 Jabari Parker PF 6.6 10.5 5152440.0 21.021228608012766
133 Myles Turner C 6.6 14.1 2357760.0 8.031395397047294
136 Jared Dudley PF 6.3 7.2 4250000.0 16.826635637474574
139 Spencer Hawes PF 6.3 10.3 5543725.0 22.83994376966012
141 Josh McRoberts PF 6.3 6.0 5543725.0 22.83994376966012
147 Mike Scott PF 6.0 13.7 3333333.0 12.565914753510723
151 Meyers Leonard PF 5.9 11.7 3075880.0 11.369258417306689
154 James Johnson PF 5.8 7.4 2500000.0 8.692535089580153
159 Richaun Holmes PF 5.7 12.8 1050000.0 1.952851778467632
162 Andrea Bargnani C 5.6 14.8 1362900.0 3.4072289564311546
172 Derrick Williams PF 5.4 23.9 4900000.0 19.84787298383536
177 Patrick Patterson PF 5.2 9.8 6268675.0 26.209553022343584
182 Ersan Ilyasova PF 5.1 11.0 7900000.0 33.792045351654366
194 Anthony Tolliver PF 4.9 6.1 3000000.0 11.016563817549986
222 Glenn Robinson III PF 4.2 13.2 845000.0 1.0
227 Frank Kaminsky C 4.0 12.6 2612500.0 9.215441553373365
256 Boris Diaw PF 3.5 11.6 7000000.0 29.60879364130866
283 Chris Copeland PF 2.9 15.4 1100000.0 2.1852546512646156
Raw
index.html
<!doctype html>
<html lang="en">
<head>
<meta charset="UTF-8">
<title>NBA Bigs</title>
<link rel="stylesheet" href="http://cdnjs.cloudflare.com/ajax/libs/nvd3/1.1.13-beta/nv.d3.css">
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/4.0.0-alpha/css/bootstrap.min.css">
</head>
<body>
<div class="container">
<div class="page-header">
<h1>Rebounding vs. Points per 36 minutes <small>size is salary</small></h1>
</div>
<hr>
<div id="chart">
<svg></svg>
</div>
<script src="http://cdnjs.cloudflare.com/ajax/libs/d3/3.3.11/d3.min.js"></script>
<script src="http://cdnjs.cloudflare.com/ajax/libs/underscore.js/1.5.2/underscore-min.js"></script>
<script src="http://cdnjs.cloudflare.com/ajax/libs/nvd3/1.1.13-beta/nv.d3.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.0.0-alpha1/jquery.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/4.0.0-alpha/js/bootstrap.min.js"></script>
<script src="d3_visual.js"></script>
</div>
</body>
</html>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment