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Last active December 11, 2018 21:49
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D3 Scatterplot of 2014 NCAA Passing Statistics
Raw
.block
license: mit
Raw
index.html
<!DOCTYPE html>
<html>
<meta charset="utf-8">
<!-- Example based on http://bl.ocks.org/mbostock/3887118 -->
<!-- Tooltip example from http://www.d3noob.org/2013/01/adding-tooltips-to-d3js-graph.html -->
<style>
body {
font: 11px sans-serif;
}
.axis path,
.axis line {
fill: none;
stroke: #000;
shape-rendering: crispEdges;
}
.dot {
stroke: #000;
}
.tooltip {
position: absolute;
width: 200px;
height: 28px;
pointer-events: none;
}
</style>
<body>
<script src="https://d3js.org/d3.v3.min.js"></script>
<script>
var margin = {top: 20, right: 20, bottom: 30, left: 40},
width = 960 - margin.left - margin.right,
height = 500 - margin.top - margin.bottom;
/*
* value accessor - returns the value to encode for a given data object.
* scale - maps value to a visual display encoding, such as a pixel position.
* map function - maps from data value to display value
* axis - sets up axis
*/
// setup x
var xValue = function(d) { return d["Rushing TD"];}, // data -> value
xScale = d3.scale.linear().range([0, width]), // value -> display
xMap = function(d) { return xScale(xValue(d));}, // data -> display
xAxis = d3.svg.axis().scale(xScale).orient("bottom");
// setup y
var yValue = function(d) { return d["Passing TD"];}, // data -> value
yScale = d3.scale.linear().range([height, 0]), // value -> display
yMap = function(d) { return yScale(yValue(d));}, // data -> display
yAxis = d3.svg.axis().scale(yScale).orient("left");
// setup fill color
var cValue = function(d) { return d.Conf;},
color = d3.scale.category20();
// add the graph canvas to the body of the webpage
var svg = d3.select("body").append("svg")
.attr("width", width + margin.left + margin.right)
.attr("height", height + margin.top + margin.bottom)
.append("g")
.attr("transform", "translate(" + margin.left + "," + margin.top + ")");
// add the tooltip area to the webpage
var tooltip = d3.select("body").append("div")
.attr("class", "tooltip")
.style("opacity", 0);
// load data
d3.csv("passing-stats-2014.csv", function(error, data) {
// change string (from CSV) into number format
data.forEach(function(d) {
d["Passing TD"] = +d["Passing TD"];
d["Rushing TD"] = +d["Rushing TD"];
//console.log (d.School);
//console.dir (d);
});
// don't want dots overlapping axis, so add in buffer to data domain
xScale.domain([d3.min(data, xValue)-1, d3.max(data, xValue)+1]);
yScale.domain([d3.min(data, yValue)-1, d3.max(data, yValue)+1]);
// scales w/o extra padding
// xScale.domain([d3.min(data, xValue), d3.max(data, xValue)]);
// yScale.domain([d3.min(data, yValue), d3.max(data, yValue)]);
// x-axis
svg.append("g")
.attr("class", "x axis")
.attr("transform", "translate(0," + height + ")")
.call(xAxis)
.append("text")
.attr("class", "label")
.attr("x", width)
.attr("y", -6)
.style("text-anchor", "end")
.text("Rushing TDs");
// y-axis
svg.append("g")
.attr("class", "y axis")
.call(yAxis)
.append("text")
.attr("class", "label")
.attr("transform", "rotate(-90)")
.attr("y", 6)
.attr("dy", ".71em")
.style("text-anchor", "end")
.text("Passing TDs");
// draw dots
svg.selectAll(".dot")
.data(data)
.enter().append("circle")
.attr("class", "dot")
.attr("r", 3.5)
.attr("cx", xMap)
.attr("cy", yMap)
.style("fill", function(d) { return color(cValue(d));})
.on("mouseover", function(d) {
tooltip.transition()
.duration(200)
.style("opacity", .9);
tooltip.html(d["Player"] + "<br/> " + d.School + "<br/>(" + xValue(d)
+ ", " + yValue(d) + ")")
.style("left", (d3.event.pageX + 10) + "px")
.style("top", (d3.event.pageY - 28) + "px");
})
.on("mouseout", function(d) {
tooltip.transition()
.duration(500)
.style("opacity", 0);
});
// draw legend
var legend = svg.selectAll(".legend")
.data(color.domain())
.enter().append("g")
.attr("class", "legend")
.attr("transform", function(d, i) { return "translate(10," + (i+7) * 20 + ")"; });
// draw legend colored rectangles
legend.append("rect")
.attr("x", width - 18)
.attr("width", 18)
.attr("height", 18)
.style("fill", color);
// draw legend text
legend.append("text")
.attr("x", width - 24)
.attr("y", 9)
.attr("dy", ".35em")
.style("text-anchor", "end")
.text(function(d) { return d;})
});
</script>
</body>
</html>
Raw
passing-stats-2014.csv
Rk Player School Conf Cmp Passing Attempts Pct Passing Yards Y/A AY/A Passing TD Interceptions Rate Rushing Attempts Rushing Yards Rushing Avg Rushing TD
1 Marcus Mariota Oregon Pac-12 254 372 68.3 3773 10.1 11.9 38 2 186.1 117 669 5.7 14
2 Garrett Grayson Colorado State MWC 250 386 64.8 3779 9.8 10.7 32 6 171.3 53 -25 -0.5 0
3 Zach Terrell Western Michigan MAC 231 330 70.0 3146 9.5 9.6 23 10 167.0 67 203 3.0 3
4 Blake Sims Alabama SEC 230 355 64.8 3250 9.2 9.7 26 7 161.9 73 321 4.4 6
5 Jake Waters Kansas State Big 12 231 349 66.2 3163 9.1 9.4 20 6 157.8 139 471 3.4 8
6 Connor Cook Michigan State Big Ten 188 323 58.2 2900 9.0 9.5 22 6 152.4 45 69 1.5 2
7 J.T. Barrett Ohio State Big Ten 203 314 64.6 2834 9.0 9.8 34 10 169.8 171 938 5.5 11
8 Grant Hedrick Boise State MWC 270 381 70.9 3387 8.9 8.5 22 13 157.8 147 563 3.8 8
9 Bryce Petty Baylor Big 12 234 377 62.1 3305 8.8 9.4 26 6 155.3 77 137 1.8 5
10 Rakeem Cato Marshall CUSA 242 414 58.5 3622 8.7 9.1 37 13 155.2 84 457 5.4 6
11 Bo Wallace Mississippi SEC 219 358 61.2 3108 8.7 8.5 22 11 148.2 107 218 2.0 5
12 Dak Prescott Mississippi State SEC 210 344 61.0 2987 8.7 8.8 24 10 151.2 195 939 4.8 13
13 Gary Nova Rutgers Big Ten 178 307 58.0 2667 8.7 8.2 20 12 144.6 43 -35 -0.8 3
14 Brad Kayaa Miami (FL) ACC 202 345 58.6 2962 8.6 8.6 25 11 148.2 24 -124 -5.2 1
15 Brandon Doughty Western Kentucky CUSA 344 510 67.5 4344 8.5 9.4 44 10 163.5 37 -56 -1.5 2
16 Cody Kessler Southern California Pac-12 292 413 70.7 3505 8.5 9.8 36 4 168.8 52 -149 -2.9 2
17 Nick Marshall Auburn SEC 163 271 60.1 2315 8.5 8.7 18 7 148.7 146 780 5.3 11
18 Jameis Winston Florida State ACC 276 422 65.4 3559 8.4 7.8 24 17 147.0 50 82 1.6 3
19 Patrick Mahomes Texas Tech Big 12 105 185 56.8 1547 8.4 9.1 16 4 151.2 47 98 2.1 0
20 Gunner Kiel Cincinnati American 219 364 60.2 3010 8.3 8.6 30 11 150.8 57 136 2.4 1
21 Kenny Hill Texas A&M SEC 214 321 66.7 2649 8.3 8.6 23 8 154.6 52 156 3.0 0
22 Brett Hundley UCLA Pac-12 259 368 70.4 3019 8.2 8.7 21 5 155.4 148 548 3.7 8
23 Driphus Jackson Rice CUSA 176 307 57.3 2524 8.2 8.4 21 8 143.8 108 360 3.3 1
24 Everett Golson Notre Dame Ind 250 416 60.1 3355 8.1 7.9 29 14 144.1 113 280 2.5 8
25 Taylor Lamb Appalachian State Sun Belt 181 295 61.4 2381 8.1 7.9 17 9 142.1 78 483 6.2 4
26 Cody Clements Alabama-Birmingham CUSA 181 273 66.3 2221 8.1 7.9 13 7 145.2 91 160 1.8 4
27 Trevone Boykin Texas Christian Big 12 279 462 60.4 3714 8.0 8.7 30 7 146.3 141 659 4.7 8
28 Chad Voytik Pittsburgh ACC 158 252 62.7 2011 8.0 7.9 15 7 143.8 102 426 4.2 3
29 Dylan Thompson South Carolina SEC 248 417 59.5 3280 7.9 7.8 24 11 139.3 60 -53 -0.9 3
30 Cooper Rush Central Michigan MAC 215 337 63.8 2664 7.9 7.5 20 12 142.7 38 -77 -2.0 0
31 Tommy Armstrong Jr Nebraska Big Ten 152 294 51.7 2314 7.9 7.5 19 11 131.7 133 664 5.0 5
32 Trevor Knight Oklahoma Big 12 162 279 58.1 2197 7.9 7.4 14 9 134.3 66 340 5.2 5
33 Shane Carden East Carolina American 358 551 65.0 4302 7.8 8.2 28 8 144.4 87 94 1.1 6
34 Jared Goff California Pac-12 315 509 61.9 3964 7.8 8.5 35 7 147.2 55 -44 -0.8 0
35 Clint Trickett West Virginia Big 12 281 419 67.1 3285 7.8 7.6 18 10 142.3 42 -106 -2.5 1
36 Justin Holman Central Florida American 200 339 59.0 2661 7.8 7.3 20 13 136.7 103 162 1.6 3
37 Kevin Hogan Stanford Pac-12 218 333 65.5 2603 7.8 7.8 17 8 143.2 84 245 2.9 5
38 Logan Woodside Toledo MAC 164 269 61.0 2087 7.8 8.0 19 7 144.2 47 88 1.9 3
39 Mike Bercovici Arizona State Pac-12 115 186 61.8 1445 7.8 8.1 12 4 144.1 26 16 0.6 0
40 Blake Frohnapfel Massachusetts MAC 241 436 55.3 3345 7.7 7.7 23 10 132.5 41 -85 -2.1 0
41 Nick Arbuckle Georgia State Sun Belt 259 429 60.4 3283 7.7 6.9 23 17 134.4 73 10 0.1 2
42 Joe Licata Buffalo MAC 223 344 64.8 2642 7.7 7.9 29 11 150.8 34 -6 -0.2 2
43 Hutson Mason Georgia SEC 178 263 67.7 2019 7.7 8.5 20 4 154.2 40 14 0.4 4
44 Lucas Falk Washington State Pac-12 156 243 64.2 1883 7.7 7.5 13 7 141.2 36 -70 -1.9 1
45 Taylor Kelly Arizona State Pac-12 141 244 57.8 1874 7.7 8.4 20 5 145.3 86 232 2.7 3
46 Taylor Heinicke Old Dominion CUSA 289 455 63.5 3476 7.6 7.6 30 14 143.3 80 139 1.7 2
47 Cody Sokol Louisiana Tech CUSA 246 420 58.6 3189 7.6 7.6 29 13 138.9 50 56 1.1 2
48 Christian Stewart Brigham Young Ind 176 300 58.7 2273 7.6 8.1 22 6 142.5 71 174 2.5 4
49 Will Gardner Louisville ACC 127 221 57.5 1669 7.6 8.0 12 3 136.1 22 -106 -4.8 0
50 Mitch Leidner Minnesota Big Ten 101 206 49.0 1540 7.5 6.7 10 8 120.1 117 461 3.9 10
51 Connor Halliday Washington State Pac-12 354 526 67.3 3873 7.4 7.6 32 11 145.0 29 -131 -4.5 0
52 Paxton Lynch Memphis American 235 367 64.0 2725 7.4 7.7 18 6 139.3 100 283 2.8 10
53 Colby Kirkegaard Wyoming MWC 205 358 57.3 2654 7.4 7.0 12 9 125.6 78 -110 -1.4 0
54 Davis Webb Texas Tech Big 12 211 345 61.2 2539 7.4 7.1 24 13 138.4 17 15 0.9 1
55 Daxx Garman Oklahoma State Big 12 152 277 54.9 2041 7.4 6.3 12 12 122.4 60 -16 -0.3 1
56 Wes Lunt Illinois Big Ten 149 233 63.9 1729 7.4 8.0 14 3 143.5 16 -80 -5.0 0
57 Marquise Williams North Carolina ACC 245 391 62.7 2870 7.3 7.3 20 9 136.6 178 737 4.1 12
58 Cyler Miles Washington Pac-12 194 291 66.7 2129 7.3 8.0 16 3 144.2 109 280 2.6 4
59 Greg Ward Houston American 161 236 68.2 1720 7.3 6.9 9 6 136.9 104 491 4.7 6
60 Andrew Hendrix Miami (OH) MAC 222 458 48.5 3280 7.2 7.3 23 9 121.3 157 384 2.4 6
61 Blake Decker Nevada-Las Vegas MWC 231 401 57.6 2881 7.2 5.9 15 18 121.3 147 366 2.5 5
62 Fredi Knighten Arkansas State Sun Belt 246 401 61.3 2874 7.2 7.3 19 7 133.7 194 786 4.1 11
63 Austin Grammer Middle Tennessee State CUSA 206 321 64.2 2307 7.2 6.5 16 12 133.5 124 442 3.6 6
64 Quinn Kaehler San Diego State MWC 158 280 56.4 2016 7.2 6.2 9 10 120.4 24 -116 -4.8 0
65 Tyler Murphy Boston College ACC 120 211 56.9 1526 7.2 6.1 11 10 125.3 170 1079 6.3 10
66 Tyler Jones Texas State Sun Belt 246 376 65.4 2670 7.1 7.4 22 7 140.7 167 539 3.2 6
67 Jake Rudock Iowa Big Ten 211 337 62.6 2404 7.1 7.4 16 5 135.2 65 154 2.4 3
68 Anu Solomon Arizona Pac-12 285 491 58.0 3458 7.0 7.5 27 7 132.5 114 259 2.3 1
69 Sean Mannion Oregon State Pac-12 282 453 62.3 3164 7.0 6.9 15 8 128.3 48 -306 -6.4 1
70 Joe Gray San Jose State MWC 210 330 63.6 2305 7.0 6.4 11 9 127.9 57 108 1.9 3
71 Jaquez Johnson Florida Atlantic CUSA 182 315 57.8 2215 7.0 7.4 17 5 131.5 120 513 4.3 7
72 Drew Hare Northern Illinois MAC 179 299 59.9 2097 7.0 7.8 17 2 136.2 145 850 5.9 8
73 Travis Wilson Utah Pac-12 173 287 60.3 2012 7.0 7.6 17 4 135.9 103 218 2.1 2
74 Mike Cummings Kansas Big 12 137 244 56.1 1715 7.0 6.7 9 6 122.4 67 23 0.3 4
75 Reggie Bell Eastern Michigan MAC 105 184 57.1 1297 7.0 6.6 9 6 125.9 133 562 4.2 4
76 Patrick Towles Kentucky SEC 225 393 57.3 2718 6.9 6.6 14 9 122.5 145 303 2.1 6
77 Anthony Jennings Louisiana State SEC 104 213 48.8 1460 6.9 6.3 10 7 115.3 100 284 2.8 0
78 Nick Mullens Southern Mississippi CUSA 218 365 59.7 2470 6.8 6.3 12 9 122.5 49 39 0.8 0
79 Jacoby Brissett North Carolina State ACC 206 344 59.9 2344 6.8 7.4 22 5 135.3 110 498 4.5 3
80 Brandon Silvers Troy Sun Belt 190 270 70.4 1823 6.8 7.1 11 3 138.3 100 196 2.0 5
81 Mike White South Florida American 122 242 50.4 1639 6.8 6.1 8 7 112.4 29 -85 -2.9 0
82 Chandler Whitmer Connecticut American 124 225 55.1 1522 6.8 6.1 11 8 121.0 76 77 1.0 2
83 Dane Evans Tulsa American 256 462 55.4 3102 6.7 6.1 23 17 120.9 77 58 0.8 3
84 Brandon Allen Arkansas SEC 178 316 56.3 2125 6.7 7.2 18 5 128.4 36 -13 -0.4 2
85 Devin Gardner Michigan Big Ten 172 281 61.2 1892 6.7 5.0 10 15 118.8 98 258 2.6 4
86 Matt Linehan Idaho Sun Belt 220 378 58.2 2500 6.6 5.1 11 18 113.8 82 -74 -0.9 1
87 Tyrone Swoopes Texas Big 12 211 359 58.8 2352 6.6 6.0 13 10 120.2 103 294 2.9 3
88 Terrance Broadway Louisiana-Lafayette Sun Belt 190 311 61.1 2068 6.6 6.1 12 9 123.9 133 646 4.9 3
89 Jameill Showers Texas-El Paso CUSA 146 262 55.7 1732 6.6 6.7 12 5 122.6 83 288 3.5 4
90 Maty Mauk Missouri SEC 209 395 52.9 2551 6.5 6.4 23 11 120.8 97 335 3.5 1
91 Ozzie Mann Ball State MAC 116 197 58.9 1281 6.5 7.1 10 2 128.2 31 -2 -0.1 0
92 Sefo Liufau Colorado Pac-12 325 498 65.3 3194 6.4 6.2 28 15 131.7 70 126 1.8 0
93 C.J. Brown Maryland Big Ten 174 327 53.2 2083 6.4 5.9 13 9 114.3 148 569 3.8 7
94 Andrew McNulty North Texas CUSA 110 202 54.5 1295 6.4 5.4 6 7 111.2 42 54 1.3 2
95 Pete Thomas Louisiana-Monroe Sun Belt 301 501 60.1 3181 6.3 6.4 14 6 120.2 110 6 0.1 3
96 James Knapke Bowling Green State MAC 255 444 57.4 2805 6.3 5.7 13 12 114.8 57 126 2.2 2
97 Tyler Rogers New Mexico State Sun Belt 268 435 61.6 2739 6.3 4.9 19 22 118.8 69 200 2.9 2
98 Brian Burrell Fresno State MWC 242 412 58.7 2576 6.3 5.6 22 16 121.1 101 328 3.2 3
99 Cody Fajardo Nevada MWC 225 376 59.8 2374 6.3 6.0 18 11 122.8 164 997 6.1 13
100 Greyson Lambert Virginia ACC 154 261 59.0 1632 6.3 5.1 10 11 115.7 35 -6 -0.2 2
101 Justin Worley Tennessee SEC 157 252 62.3 1579 6.3 5.8 12 8 124.3 45 -105 -2.3 3
102 Michael Brewer Virginia Tech ACC 248 417 59.5 2598 6.2 5.5 17 14 118.5 75 -22 -0.3 2
103 Jack Milas Ball State MAC 115 209 55.0 1302 6.2 6.0 9 5 116.8 27 96 3.6 2
104 Ikaika Woolsey Hawaii MWC 208 414 50.2 2534 6.1 5.3 13 13 105.7 109 213 2.0 1
105 Colin Reardon Kent State MAC 228 401 56.9 2466 6.1 5.1 14 16 112.1 59 148 2.5 2
106 P.J. Walker Temple American 205 379 54.1 2317 6.1 5.0 13 15 108.8 106 324 3.1 3
107 Alex McGough Florida International CUSA 138 274 50.4 1680 6.1 5.5 14 10 111.4 97 92 0.9 4
108 Brandon Bridge South Alabama Sun Belt 140 270 51.9 1648 6.1 6.1 14 6 115.8 85 256 3.0 3
109 J.D. Sprague Ohio MAC 98 202 48.5 1236 6.1 5.3 3 5 99.9 65 264 4.1 3
110 Christian Hackenberg Penn State Big Ten 236 434 54.4 2606 6.0 4.8 8 15 104.0 85 -94 -1.1 0
111 Sam Richardson Iowa State Big 12 254 452 56.2 2669 5.9 5.8 18 9 115.0 125 421 3.4 3
112 Anthony Boone Duke ACC 240 422 56.9 2507 5.9 6.0 17 7 116.8 88 346 3.9 5
113 Cole Stoudt Clemson ACC 165 266 62.0 1573 5.9 4.7 6 10 111.6 61 101 1.7 0
114 Tanner Lee Tulane American 185 336 55.1 1962 5.8 4.7 12 14 107.6 35 -128 -3.7 0
115 Trevor Siemian Northwestern Big Ten 228 391 58.3 2214 5.7 4.8 7 11 106.2 68 -123 -1.8 5
116 Kyle Pohl Akron MAC 207 382 54.2 2185 5.7 5.2 9 8 105.8 46 18 0.4 1
117 John Wolford Wake Forest ACC 205 353 58.1 1965 5.6 4.5 11 13 107.8 104 -151 -1.5 0
118 Jeff Driskel Florida SEC 106 195 54.4 1092 5.6 4.2 9 10 106.4 66 173 2.6 4
119 John O'Korn Houston American 90 174 51.7 951 5.5 4.1 6 8 99.8 32 17 0.5 1
120 Austin Appleby Purdue Big Ten 144 272 52.9 1449 5.3 4.2 10 11 101.7 61 198 3.2 5
121 Garrett Krstich Southern Methodist American 99 181 54.7 855 4.7 3.2 2 7 90.3 40 81 2.0 0
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