Jamestiberiuseanes/README.md

## README.md

      
    Raw
  

              README.md
            
          
    James Eanes - VI 9

  
## colorbrewer.js
// This product includes color specifications and designs developed by Cynthia Brewer (http://colorbrewer.org/).
// JavaScript specs as packaged in the D3 library (d3js.org). Please see license at http://colorbrewer.org/export/LICENSE.txt
var colorbrewer = {YlGn: {
3: ["#f7fcb9","#addd8e","#31a354"],
4: ["#ffffcc","#c2e699","#78c679","#238443"],
5: ["#ffffcc","#c2e699","#78c679","#31a354","#006837"],
6: ["#ffffcc","#d9f0a3","#addd8e","#78c679","#31a354","#006837"],
7: ["#ffffcc","#d9f0a3","#addd8e","#78c679","#41ab5d","#238443","#005a32"],
8: ["#ffffe5","#f7fcb9","#d9f0a3","#addd8e","#78c679","#41ab5d","#238443","#005a32"],
9: ["#ffffe5","#f7fcb9","#d9f0a3","#addd8e","#78c679","#41ab5d","#238443","#006837","#004529"]
},YlGnBu: {
3: ["#edf8b1","#7fcdbb","#2c7fb8"],
4: ["#ffffcc","#a1dab4","#41b6c4","#225ea8"],
5: ["#ffffcc","#a1dab4","#41b6c4","#2c7fb8","#253494"],
6: ["#ffffcc","#c7e9b4","#7fcdbb","#41b6c4","#2c7fb8","#253494"],
7: ["#ffffcc","#c7e9b4","#7fcdbb","#41b6c4","#1d91c0","#225ea8","#0c2c84"],
8: ["#ffffd9","#edf8b1","#c7e9b4","#7fcdbb","#41b6c4","#1d91c0","#225ea8","#0c2c84"],
9: ["#ffffd9","#edf8b1","#c7e9b4","#7fcdbb","#41b6c4","#1d91c0","#225ea8","#253494","#081d58"]
},GnBu: {
3: ["#e0f3db","#a8ddb5","#43a2ca"],
4: ["#f0f9e8","#bae4bc","#7bccc4","#2b8cbe"],
5: ["#f0f9e8","#bae4bc","#7bccc4","#43a2ca","#0868ac"],
6: ["#f0f9e8","#ccebc5","#a8ddb5","#7bccc4","#43a2ca","#0868ac"],
7: ["#f0f9e8","#ccebc5","#a8ddb5","#7bccc4","#4eb3d3","#2b8cbe","#08589e"],
8: ["#f7fcf0","#e0f3db","#ccebc5","#a8ddb5","#7bccc4","#4eb3d3","#2b8cbe","#08589e"],
9: ["#f7fcf0","#e0f3db","#ccebc5","#a8ddb5","#7bccc4","#4eb3d3","#2b8cbe","#0868ac","#084081"]
},BuGn: {
3: ["#e5f5f9","#99d8c9","#2ca25f"],
4: ["#edf8fb","#b2e2e2","#66c2a4","#238b45"],
5: ["#edf8fb","#b2e2e2","#66c2a4","#2ca25f","#006d2c"],
6: ["#edf8fb","#ccece6","#99d8c9","#66c2a4","#2ca25f","#006d2c"],
7: ["#edf8fb","#ccece6","#99d8c9","#66c2a4","#41ae76","#238b45","#005824"],
8: ["#f7fcfd","#e5f5f9","#ccece6","#99d8c9","#66c2a4","#41ae76","#238b45","#005824"],
9: ["#f7fcfd","#e5f5f9","#ccece6","#99d8c9","#66c2a4","#41ae76","#238b45","#006d2c","#00441b"]
},PuBuGn: {
3: ["#ece2f0","#a6bddb","#1c9099"],
4: ["#f6eff7","#bdc9e1","#67a9cf","#02818a"],
5: ["#f6eff7","#bdc9e1","#67a9cf","#1c9099","#016c59"],
6: ["#f6eff7","#d0d1e6","#a6bddb","#67a9cf","#1c9099","#016c59"],
7: ["#f6eff7","#d0d1e6","#a6bddb","#67a9cf","#3690c0","#02818a","#016450"],
8: ["#fff7fb","#ece2f0","#d0d1e6","#a6bddb","#67a9cf","#3690c0","#02818a","#016450"],
9: ["#fff7fb","#ece2f0","#d0d1e6","#a6bddb","#67a9cf","#3690c0","#02818a","#016c59","#014636"]
},PuBu: {
3: ["#ece7f2","#a6bddb","#2b8cbe"],
4: ["#f1eef6","#bdc9e1","#74a9cf","#0570b0"],
5: ["#f1eef6","#bdc9e1","#74a9cf","#2b8cbe","#045a8d"],
6: ["#f1eef6","#d0d1e6","#a6bddb","#74a9cf","#2b8cbe","#045a8d"],
7: ["#f1eef6","#d0d1e6","#a6bddb","#74a9cf","#3690c0","#0570b0","#034e7b"],
8: ["#fff7fb","#ece7f2","#d0d1e6","#a6bddb","#74a9cf","#3690c0","#0570b0","#034e7b"],
9: ["#fff7fb","#ece7f2","#d0d1e6","#a6bddb","#74a9cf","#3690c0","#0570b0","#045a8d","#023858"]
},BuPu: {
3: ["#e0ecf4","#9ebcda","#8856a7"],
4: ["#edf8fb","#b3cde3","#8c96c6","#88419d"],
5: ["#edf8fb","#b3cde3","#8c96c6","#8856a7","#810f7c"],
6: ["#edf8fb","#bfd3e6","#9ebcda","#8c96c6","#8856a7","#810f7c"],
7: ["#edf8fb","#bfd3e6","#9ebcda","#8c96c6","#8c6bb1","#88419d","#6e016b"],
8: ["#f7fcfd","#e0ecf4","#bfd3e6","#9ebcda","#8c96c6","#8c6bb1","#88419d","#6e016b"],
9: ["#f7fcfd","#e0ecf4","#bfd3e6","#9ebcda","#8c96c6","#8c6bb1","#88419d","#810f7c","#4d004b"]
},RdPu: {
3: ["#fde0dd","#fa9fb5","#c51b8a"],
4: ["#feebe2","#fbb4b9","#f768a1","#ae017e"],
5: ["#feebe2","#fbb4b9","#f768a1","#c51b8a","#7a0177"],
6: ["#feebe2","#fcc5c0","#fa9fb5","#f768a1","#c51b8a","#7a0177"],
7: ["#feebe2","#fcc5c0","#fa9fb5","#f768a1","#dd3497","#ae017e","#7a0177"],
8: ["#fff7f3","#fde0dd","#fcc5c0","#fa9fb5","#f768a1","#dd3497","#ae017e","#7a0177"],
9: ["#fff7f3","#fde0dd","#fcc5c0","#fa9fb5","#f768a1","#dd3497","#ae017e","#7a0177","#49006a"]
},PuRd: {
3: ["#e7e1ef","#c994c7","#dd1c77"],
4: ["#f1eef6","#d7b5d8","#df65b0","#ce1256"],
5: ["#f1eef6","#d7b5d8","#df65b0","#dd1c77","#980043"],
6: ["#f1eef6","#d4b9da","#c994c7","#df65b0","#dd1c77","#980043"],
7: ["#f1eef6","#d4b9da","#c994c7","#df65b0","#e7298a","#ce1256","#91003f"],
8: ["#f7f4f9","#e7e1ef","#d4b9da","#c994c7","#df65b0","#e7298a","#ce1256","#91003f"],
9: ["#f7f4f9","#e7e1ef","#d4b9da","#c994c7","#df65b0","#e7298a","#ce1256","#980043","#67001f"]
},OrRd: {
3: ["#fee8c8","#fdbb84","#e34a33"],
4: ["#fef0d9","#fdcc8a","#fc8d59","#d7301f"],
5: ["#fef0d9","#fdcc8a","#fc8d59","#e34a33","#b30000"],
6: ["#fef0d9","#fdd49e","#fdbb84","#fc8d59","#e34a33","#b30000"],
7: ["#fef0d9","#fdd49e","#fdbb84","#fc8d59","#ef6548","#d7301f","#990000"],
8: ["#fff7ec","#fee8c8","#fdd49e","#fdbb84","#fc8d59","#ef6548","#d7301f","#990000"],
9: ["#fff7ec","#fee8c8","#fdd49e","#fdbb84","#fc8d59","#ef6548","#d7301f","#b30000","#7f0000"]
},YlOrRd: {
3: ["#ffeda0","#feb24c","#f03b20"],
4: ["#ffffb2","#fecc5c","#fd8d3c","#e31a1c"],
5: ["#ffffb2","#fecc5c","#fd8d3c","#f03b20","#bd0026"],
6: ["#ffffb2","#fed976","#feb24c","#fd8d3c","#f03b20","#bd0026"],
7: ["#ffffb2","#fed976","#feb24c","#fd8d3c","#fc4e2a","#e31a1c","#b10026"],
8: ["#ffffcc","#ffeda0","#fed976","#feb24c","#fd8d3c","#fc4e2a","#e31a1c","#b10026"],
9: ["#ffffcc","#ffeda0","#fed976","#feb24c","#fd8d3c","#fc4e2a","#e31a1c","#bd0026","#800026"]
},YlOrBr: {
3: ["#fff7bc","#fec44f","#d95f0e"],
4: ["#ffffd4","#fed98e","#fe9929","#cc4c02"],
5: ["#ffffd4","#fed98e","#fe9929","#d95f0e","#993404"],
6: ["#ffffd4","#fee391","#fec44f","#fe9929","#d95f0e","#993404"],
7: ["#ffffd4","#fee391","#fec44f","#fe9929","#ec7014","#cc4c02","#8c2d04"],
8: ["#ffffe5","#fff7bc","#fee391","#fec44f","#fe9929","#ec7014","#cc4c02","#8c2d04"],
9: ["#ffffe5","#fff7bc","#fee391","#fec44f","#fe9929","#ec7014","#cc4c02","#993404","#662506"]
},Purples: {
3: ["#efedf5","#bcbddc","#756bb1"],
4: ["#f2f0f7","#cbc9e2","#9e9ac8","#6a51a3"],
5: ["#f2f0f7","#cbc9e2","#9e9ac8","#756bb1","#54278f"],
6: ["#f2f0f7","#dadaeb","#bcbddc","#9e9ac8","#756bb1","#54278f"],
7: ["#f2f0f7","#dadaeb","#bcbddc","#9e9ac8","#807dba","#6a51a3","#4a1486"],
8: ["#fcfbfd","#efedf5","#dadaeb","#bcbddc","#9e9ac8","#807dba","#6a51a3","#4a1486"],
9: ["#fcfbfd","#efedf5","#dadaeb","#bcbddc","#9e9ac8","#807dba","#6a51a3","#54278f","#3f007d"]
},Blues: {
3: ["#deebf7","#9ecae1","#3182bd"],
4: ["#eff3ff","#bdd7e7","#6baed6","#2171b5"],
5: ["#eff3ff","#bdd7e7","#6baed6","#3182bd","#08519c"],
6: ["#eff3ff","#c6dbef","#9ecae1","#6baed6","#3182bd","#08519c"],
7: ["#eff3ff","#c6dbef","#9ecae1","#6baed6","#4292c6","#2171b5","#084594"],
8: ["#f7fbff","#deebf7","#c6dbef","#9ecae1","#6baed6","#4292c6","#2171b5","#084594"],
9: ["#f7fbff","#deebf7","#c6dbef","#9ecae1","#6baed6","#4292c6","#2171b5","#08519c","#08306b"]
},Greens: {
3: ["#e5f5e0","#a1d99b","#31a354"],
4: ["#edf8e9","#bae4b3","#74c476","#238b45"],
5: ["#edf8e9","#bae4b3","#74c476","#31a354","#006d2c"],
6: ["#edf8e9","#c7e9c0","#a1d99b","#74c476","#31a354","#006d2c"],
7: ["#edf8e9","#c7e9c0","#a1d99b","#74c476","#41ab5d","#238b45","#005a32"],
8: ["#f7fcf5","#e5f5e0","#c7e9c0","#a1d99b","#74c476","#41ab5d","#238b45","#005a32"],
9: ["#f7fcf5","#e5f5e0","#c7e9c0","#a1d99b","#74c476","#41ab5d","#238b45","#006d2c","#00441b"]
},Oranges: {
3: ["#fee6ce","#fdae6b","#e6550d"],
4: ["#feedde","#fdbe85","#fd8d3c","#d94701"],
5: ["#feedde","#fdbe85","#fd8d3c","#e6550d","#a63603"],
6: ["#feedde","#fdd0a2","#fdae6b","#fd8d3c","#e6550d","#a63603"],
7: ["#feedde","#fdd0a2","#fdae6b","#fd8d3c","#f16913","#d94801","#8c2d04"],
8: ["#fff5eb","#fee6ce","#fdd0a2","#fdae6b","#fd8d3c","#f16913","#d94801","#8c2d04"],
9: ["#fff5eb","#fee6ce","#fdd0a2","#fdae6b","#fd8d3c","#f16913","#d94801","#a63603","#7f2704"]
},Reds: {
3: ["#fee0d2","#fc9272","#de2d26"],
4: ["#fee5d9","#fcae91","#fb6a4a","#cb181d"],
5: ["#fee5d9","#fcae91","#fb6a4a","#de2d26","#a50f15"],
6: ["#fee5d9","#fcbba1","#fc9272","#fb6a4a","#de2d26","#a50f15"],
7: ["#fee5d9","#fcbba1","#fc9272","#fb6a4a","#ef3b2c","#cb181d","#99000d"],
8: ["#fff5f0","#fee0d2","#fcbba1","#fc9272","#fb6a4a","#ef3b2c","#cb181d","#99000d"],
9: ["#fff5f0","#fee0d2","#fcbba1","#fc9272","#fb6a4a","#ef3b2c","#cb181d","#a50f15","#67000d"]
},Greys: {
3: ["#f0f0f0","#bdbdbd","#636363"],
4: ["#f7f7f7","#cccccc","#969696","#525252"],
5: ["#f7f7f7","#cccccc","#969696","#636363","#252525"],
6: ["#f7f7f7","#d9d9d9","#bdbdbd","#969696","#636363","#252525"],
7: ["#f7f7f7","#d9d9d9","#bdbdbd","#969696","#737373","#525252","#252525"],
8: ["#ffffff","#f0f0f0","#d9d9d9","#bdbdbd","#969696","#737373","#525252","#252525"],
9: ["#ffffff","#f0f0f0","#d9d9d9","#bdbdbd","#969696","#737373","#525252","#252525","#000000"]
},PuOr: {
3: ["#f1a340","#f7f7f7","#998ec3"],
4: ["#e66101","#fdb863","#b2abd2","#5e3c99"],
5: ["#e66101","#fdb863","#f7f7f7","#b2abd2","#5e3c99"],
6: ["#b35806","#f1a340","#fee0b6","#d8daeb","#998ec3","#542788"],
7: ["#b35806","#f1a340","#fee0b6","#f7f7f7","#d8daeb","#998ec3","#542788"],
8: ["#b35806","#e08214","#fdb863","#fee0b6","#d8daeb","#b2abd2","#8073ac","#542788"],
9: ["#b35806","#e08214","#fdb863","#fee0b6","#f7f7f7","#d8daeb","#b2abd2","#8073ac","#542788"],
10: ["#7f3b08","#b35806","#e08214","#fdb863","#fee0b6","#d8daeb","#b2abd2","#8073ac","#542788","#2d004b"],
11: ["#7f3b08","#b35806","#e08214","#fdb863","#fee0b6","#f7f7f7","#d8daeb","#b2abd2","#8073ac","#542788","#2d004b"]
},BrBG: {
3: ["#d8b365","#f5f5f5","#5ab4ac"],
4: ["#a6611a","#dfc27d","#80cdc1","#018571"],
5: ["#a6611a","#dfc27d","#f5f5f5","#80cdc1","#018571"],
6: ["#8c510a","#d8b365","#f6e8c3","#c7eae5","#5ab4ac","#01665e"],
7: ["#8c510a","#d8b365","#f6e8c3","#f5f5f5","#c7eae5","#5ab4ac","#01665e"],
8: ["#8c510a","#bf812d","#dfc27d","#f6e8c3","#c7eae5","#80cdc1","#35978f","#01665e"],
9: ["#8c510a","#bf812d","#dfc27d","#f6e8c3","#f5f5f5","#c7eae5","#80cdc1","#35978f","#01665e"],
10: ["#543005","#8c510a","#bf812d","#dfc27d","#f6e8c3","#c7eae5","#80cdc1","#35978f","#01665e","#003c30"],
11: ["#543005","#8c510a","#bf812d","#dfc27d","#f6e8c3","#f5f5f5","#c7eae5","#80cdc1","#35978f","#01665e","#003c30"]
},PRGn: {
3: ["#af8dc3","#f7f7f7","#7fbf7b"],
4: ["#7b3294","#c2a5cf","#a6dba0","#008837"],
5: ["#7b3294","#c2a5cf","#f7f7f7","#a6dba0","#008837"],
6: ["#762a83","#af8dc3","#e7d4e8","#d9f0d3","#7fbf7b","#1b7837"],
7: ["#762a83","#af8dc3","#e7d4e8","#f7f7f7","#d9f0d3","#7fbf7b","#1b7837"],
8: ["#762a83","#9970ab","#c2a5cf","#e7d4e8","#d9f0d3","#a6dba0","#5aae61","#1b7837"],
9: ["#762a83","#9970ab","#c2a5cf","#e7d4e8","#f7f7f7","#d9f0d3","#a6dba0","#5aae61","#1b7837"],
10: ["#40004b","#762a83","#9970ab","#c2a5cf","#e7d4e8","#d9f0d3","#a6dba0","#5aae61","#1b7837","#00441b"],
11: ["#40004b","#762a83","#9970ab","#c2a5cf","#e7d4e8","#f7f7f7","#d9f0d3","#a6dba0","#5aae61","#1b7837","#00441b"]
},PiYG: {
3: ["#e9a3c9","#f7f7f7","#a1d76a"],
4: ["#d01c8b","#f1b6da","#b8e186","#4dac26"],
5: ["#d01c8b","#f1b6da","#f7f7f7","#b8e186","#4dac26"],
6: ["#c51b7d","#e9a3c9","#fde0ef","#e6f5d0","#a1d76a","#4d9221"],
7: ["#c51b7d","#e9a3c9","#fde0ef","#f7f7f7","#e6f5d0","#a1d76a","#4d9221"],
8: ["#c51b7d","#de77ae","#f1b6da","#fde0ef","#e6f5d0","#b8e186","#7fbc41","#4d9221"],
9: ["#c51b7d","#de77ae","#f1b6da","#fde0ef","#f7f7f7","#e6f5d0","#b8e186","#7fbc41","#4d9221"],
10: ["#8e0152","#c51b7d","#de77ae","#f1b6da","#fde0ef","#e6f5d0","#b8e186","#7fbc41","#4d9221","#276419"],
11: ["#8e0152","#c51b7d","#de77ae","#f1b6da","#fde0ef","#f7f7f7","#e6f5d0","#b8e186","#7fbc41","#4d9221","#276419"]
},RdBu: {
3: ["#ef8a62","#f7f7f7","#67a9cf"],
4: ["#ca0020","#f4a582","#92c5de","#0571b0"],
5: ["#ca0020","#f4a582","#f7f7f7","#92c5de","#0571b0"],
6: ["#b2182b","#ef8a62","#fddbc7","#d1e5f0","#67a9cf","#2166ac"],
7: ["#b2182b","#ef8a62","#fddbc7","#f7f7f7","#d1e5f0","#67a9cf","#2166ac"],
8: ["#b2182b","#d6604d","#f4a582","#fddbc7","#d1e5f0","#92c5de","#4393c3","#2166ac"],
9: ["#b2182b","#d6604d","#f4a582","#fddbc7","#f7f7f7","#d1e5f0","#92c5de","#4393c3","#2166ac"],
10: ["#67001f","#b2182b","#d6604d","#f4a582","#fddbc7","#d1e5f0","#92c5de","#4393c3","#2166ac","#053061"],
11: ["#67001f","#b2182b","#d6604d","#f4a582","#fddbc7","#f7f7f7","#d1e5f0","#92c5de","#4393c3","#2166ac","#053061"]
},RdGy: {
3: ["#ef8a62","#ffffff","#999999"],
4: ["#ca0020","#f4a582","#bababa","#404040"],
5: ["#ca0020","#f4a582","#ffffff","#bababa","#404040"],
6: ["#b2182b","#ef8a62","#fddbc7","#e0e0e0","#999999","#4d4d4d"],
7: ["#b2182b","#ef8a62","#fddbc7","#ffffff","#e0e0e0","#999999","#4d4d4d"],
8: ["#b2182b","#d6604d","#f4a582","#fddbc7","#e0e0e0","#bababa","#878787","#4d4d4d"],
9: ["#b2182b","#d6604d","#f4a582","#fddbc7","#ffffff","#e0e0e0","#bababa","#878787","#4d4d4d"],
10: ["#67001f","#b2182b","#d6604d","#f4a582","#fddbc7","#e0e0e0","#bababa","#878787","#4d4d4d","#1a1a1a"],
11: ["#67001f","#b2182b","#d6604d","#f4a582","#fddbc7","#ffffff","#e0e0e0","#bababa","#878787","#4d4d4d","#1a1a1a"]
},RdYlBu: {
3: ["#fc8d59","#ffffbf","#91bfdb"],
4: ["#d7191c","#fdae61","#abd9e9","#2c7bb6"],
5: ["#d7191c","#fdae61","#ffffbf","#abd9e9","#2c7bb6"],
6: ["#d73027","#fc8d59","#fee090","#e0f3f8","#91bfdb","#4575b4"],
7: ["#d73027","#fc8d59","#fee090","#ffffbf","#e0f3f8","#91bfdb","#4575b4"],
8: ["#d73027","#f46d43","#fdae61","#fee090","#e0f3f8","#abd9e9","#74add1","#4575b4"],
9: ["#d73027","#f46d43","#fdae61","#fee090","#ffffbf","#e0f3f8","#abd9e9","#74add1","#4575b4"],
10: ["#a50026","#d73027","#f46d43","#fdae61","#fee090","#e0f3f8","#abd9e9","#74add1","#4575b4","#313695"],
11: ["#a50026","#d73027","#f46d43","#fdae61","#fee090","#ffffbf","#e0f3f8","#abd9e9","#74add1","#4575b4","#313695"]
},Spectral: {
3: ["#fc8d59","#ffffbf","#99d594"],
4: ["#d7191c","#fdae61","#abdda4","#2b83ba"],
5: ["#d7191c","#fdae61","#ffffbf","#abdda4","#2b83ba"],
6: ["#d53e4f","#fc8d59","#fee08b","#e6f598","#99d594","#3288bd"],
7: ["#d53e4f","#fc8d59","#fee08b","#ffffbf","#e6f598","#99d594","#3288bd"],
8: ["#d53e4f","#f46d43","#fdae61","#fee08b","#e6f598","#abdda4","#66c2a5","#3288bd"],
9: ["#d53e4f","#f46d43","#fdae61","#fee08b","#ffffbf","#e6f598","#abdda4","#66c2a5","#3288bd"],
10: ["#9e0142","#d53e4f","#f46d43","#fdae61","#fee08b","#e6f598","#abdda4","#66c2a5","#3288bd","#5e4fa2"],
11: ["#9e0142","#d53e4f","#f46d43","#fdae61","#fee08b","#ffffbf","#e6f598","#abdda4","#66c2a5","#3288bd","#5e4fa2"]
},RdYlGn: {
3: ["#fc8d59","#ffffbf","#91cf60"],
4: ["#d7191c","#fdae61","#a6d96a","#1a9641"],
5: ["#d7191c","#fdae61","#ffffbf","#a6d96a","#1a9641"],
6: ["#d73027","#fc8d59","#fee08b","#d9ef8b","#91cf60","#1a9850"],
7: ["#d73027","#fc8d59","#fee08b","#ffffbf","#d9ef8b","#91cf60","#1a9850"],
8: ["#d73027","#f46d43","#fdae61","#fee08b","#d9ef8b","#a6d96a","#66bd63","#1a9850"],
9: ["#d73027","#f46d43","#fdae61","#fee08b","#ffffbf","#d9ef8b","#a6d96a","#66bd63","#1a9850"],
10: ["#a50026","#d73027","#f46d43","#fdae61","#fee08b","#d9ef8b","#a6d96a","#66bd63","#1a9850","#006837"],
11: ["#a50026","#d73027","#f46d43","#fdae61","#fee08b","#ffffbf","#d9ef8b","#a6d96a","#66bd63","#1a9850","#006837"]
},Accent: {
3: ["#7fc97f","#beaed4","#fdc086"],
4: ["#7fc97f","#beaed4","#fdc086","#ffff99"],
5: ["#7fc97f","#beaed4","#fdc086","#ffff99","#386cb0"],
6: ["#7fc97f","#beaed4","#fdc086","#ffff99","#386cb0","#f0027f"],
7: ["#7fc97f","#beaed4","#fdc086","#ffff99","#386cb0","#f0027f","#bf5b17"],
8: ["#7fc97f","#beaed4","#fdc086","#ffff99","#386cb0","#f0027f","#bf5b17","#666666"]
},Dark2: {
3: ["#1b9e77","#d95f02","#7570b3"],
4: ["#1b9e77","#d95f02","#7570b3","#e7298a"],
5: ["#1b9e77","#d95f02","#7570b3","#e7298a","#66a61e"],
6: ["#1b9e77","#d95f02","#7570b3","#e7298a","#66a61e","#e6ab02"],
7: ["#1b9e77","#d95f02","#7570b3","#e7298a","#66a61e","#e6ab02","#a6761d"],
8: ["#1b9e77","#d95f02","#7570b3","#e7298a","#66a61e","#e6ab02","#a6761d","#666666"]
},Paired: {
3: ["#a6cee3","#1f78b4","#b2df8a"],
4: ["#a6cee3","#1f78b4","#b2df8a","#33a02c"],
5: ["#a6cee3","#1f78b4","#b2df8a","#33a02c","#fb9a99"],
6: ["#a6cee3","#1f78b4","#b2df8a","#33a02c","#fb9a99","#e31a1c"],
7: ["#a6cee3","#1f78b4","#b2df8a","#33a02c","#fb9a99","#e31a1c","#fdbf6f"],
8: ["#a6cee3","#1f78b4","#b2df8a","#33a02c","#fb9a99","#e31a1c","#fdbf6f","#ff7f00"],
9: ["#a6cee3","#1f78b4","#b2df8a","#33a02c","#fb9a99","#e31a1c","#fdbf6f","#ff7f00","#cab2d6"],
10: ["#a6cee3","#1f78b4","#b2df8a","#33a02c","#fb9a99","#e31a1c","#fdbf6f","#ff7f00","#cab2d6","#6a3d9a"],
11: ["#a6cee3","#1f78b4","#b2df8a","#33a02c","#fb9a99","#e31a1c","#fdbf6f","#ff7f00","#cab2d6","#6a3d9a","#ffff99"],
12: ["#a6cee3","#1f78b4","#b2df8a","#33a02c","#fb9a99","#e31a1c","#fdbf6f","#ff7f00","#cab2d6","#6a3d9a","#ffff99","#b15928"]
},Pastel1: {
3: ["#fbb4ae","#b3cde3","#ccebc5"],
4: ["#fbb4ae","#b3cde3","#ccebc5","#decbe4"],
5: ["#fbb4ae","#b3cde3","#ccebc5","#decbe4","#fed9a6"],
6: ["#fbb4ae","#b3cde3","#ccebc5","#decbe4","#fed9a6","#ffffcc"],
7: ["#fbb4ae","#b3cde3","#ccebc5","#decbe4","#fed9a6","#ffffcc","#e5d8bd"],
8: ["#fbb4ae","#b3cde3","#ccebc5","#decbe4","#fed9a6","#ffffcc","#e5d8bd","#fddaec"],
9: ["#fbb4ae","#b3cde3","#ccebc5","#decbe4","#fed9a6","#ffffcc","#e5d8bd","#fddaec","#f2f2f2"]
},Pastel2: {
3: ["#b3e2cd","#fdcdac","#cbd5e8"],
4: ["#b3e2cd","#fdcdac","#cbd5e8","#f4cae4"],
5: ["#b3e2cd","#fdcdac","#cbd5e8","#f4cae4","#e6f5c9"],
6: ["#b3e2cd","#fdcdac","#cbd5e8","#f4cae4","#e6f5c9","#fff2ae"],
7: ["#b3e2cd","#fdcdac","#cbd5e8","#f4cae4","#e6f5c9","#fff2ae","#f1e2cc"],
8: ["#b3e2cd","#fdcdac","#cbd5e8","#f4cae4","#e6f5c9","#fff2ae","#f1e2cc","#cccccc"]
},Set1: {
3: ["#e41a1c","#377eb8","#4daf4a"],
4: ["#e41a1c","#377eb8","#4daf4a","#984ea3"],
5: ["#e41a1c","#377eb8","#4daf4a","#984ea3","#ff7f00"],
6: ["#e41a1c","#377eb8","#4daf4a","#984ea3","#ff7f00","#ffff33"],
7: ["#e41a1c","#377eb8","#4daf4a","#984ea3","#ff7f00","#ffff33","#a65628"],
8: ["#e41a1c","#377eb8","#4daf4a","#984ea3","#ff7f00","#ffff33","#a65628","#f781bf"],
9: ["#e41a1c","#377eb8","#4daf4a","#984ea3","#ff7f00","#ffff33","#a65628","#f781bf","#999999"]
},Set2: {
3: ["#66c2a5","#fc8d62","#8da0cb"],
4: ["#66c2a5","#fc8d62","#8da0cb","#e78ac3"],
5: ["#66c2a5","#fc8d62","#8da0cb","#e78ac3","#a6d854"],
6: ["#66c2a5","#fc8d62","#8da0cb","#e78ac3","#a6d854","#ffd92f"],
7: ["#66c2a5","#fc8d62","#8da0cb","#e78ac3","#a6d854","#ffd92f","#e5c494"],
8: ["#66c2a5","#fc8d62","#8da0cb","#e78ac3","#a6d854","#ffd92f","#e5c494","#b3b3b3"]
},Set3: {
3: ["#8dd3c7","#ffffb3","#bebada"],
4: ["#8dd3c7","#ffffb3","#bebada","#fb8072"],
5: ["#8dd3c7","#ffffb3","#bebada","#fb8072","#80b1d3"],
6: ["#8dd3c7","#ffffb3","#bebada","#fb8072","#80b1d3","#fdb462"],
7: ["#8dd3c7","#ffffb3","#bebada","#fb8072","#80b1d3","#fdb462","#b3de69"],
8: ["#8dd3c7","#ffffb3","#bebada","#fb8072","#80b1d3","#fdb462","#b3de69","#fccde5"],
9: ["#8dd3c7","#ffffb3","#bebada","#fb8072","#80b1d3","#fdb462","#b3de69","#fccde5","#d9d9d9"],
10: ["#8dd3c7","#ffffb3","#bebada","#fb8072","#80b1d3","#fdb462","#b3de69","#fccde5","#d9d9d9","#bc80bd"],
11: ["#8dd3c7","#ffffb3","#bebada","#fb8072","#80b1d3","#fdb462","#b3de69","#fccde5","#d9d9d9","#bc80bd","#ccebc5"],
12: ["#8dd3c7","#ffffb3","#bebada","#fb8072","#80b1d3","#fdb462","#b3de69","#fccde5","#d9d9d9","#bc80bd","#ccebc5","#ffed6f"]
}};

## index.html
<!DOCTYPE html>
<html>
<meta charset="utf-8">

<!-- Example based on http://bl.ocks.org/weiglemc/6185069 -->
<!-- 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>
<h1>James Eanes - Visualization Implementation 9 (VI9)</h1>
<p>

<script src="//d3js.org/d3.v3.min.js"></script>
<script src="colorbrewer.js"></script>

<h4>This scatterplot shows only the top 5 QBs, colored by rank, using a single-hue colormap.  I chose ColorBrewer's 5-class Blues color map.  For VI9, I have chosen to add a button to change the view to include all of the QBs, with the top 5 highlighted. </h4>
<p>

<input type="submit" value="Show All" onclick="myFunction()">

<script>

var margin = {top: 20, right: 20, bottom: 30, left: 40},
    width = 960 - margin.left - margin.right,
    height = 300 - 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["Passing Yards"];}, // 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["Rushing Yards"];}, // 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
color6 = d3.scale.ordinal()
	.range(colorbrewer.Blues[5]);

// add the graph canvas to the body of the webpage
var svg6 = 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 Yards"] = +d["Passing Yards"];
    d["Rushing Yards"] = +d["Rushing Yards"];
//    console.log(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]);

  // x-axis
  svg6.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("Passing Yards");

  // y-axis
  svg6.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("Rushing Yards");

  // draw dots
  svg6.selectAll(".dot")
      .data(data)
    .enter().append("circle")
      .filter(function(d)  { return d.Rk < 6 })
      .attr("class", "dot")
      .attr("r", 3.5)
      .attr("cx", xMap)
      .attr("cy", yMap)
      .style("fill", function(d) { return color6(d.Rk);})
      .on("mouseover", function(d) {
          tooltip.transition()
               .duration(200)
               .style("opacity", .9);
          tooltip.html(d.Player + "<br/>" + d.School + "<br/>" + d.Conf + "<br/> (" + xValue(d)
	        + ", " + yValue(d) + ")")
               .style("left", (d3.event.pageX + 5) + "px")
               .style("top", (d3.event.pageY - 28) + "px");
      })
      .on("mouseout", function(d) {
          tooltip.transition()
               .duration(500)
               .style("opacity", 0);
      });

  // draw legend
  var legend = svg6.selectAll(".legend")
      .data(color6.domain())
    .enter().append("g")
      .attr("class", "legend")
      .attr("transform", function(d, i) { return "translate(0," + i * 20 + ")"; });

  // draw legend colored rectangles
  legend.append("rect")
      .attr("x", width - 18)
      .attr("width", 18)
      .attr("height", 18)
      .style("fill", color6);

  // 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>

<script>

function myFunction()  {
var margin = {top: 20, right: 20, bottom: 30, left: 40},
    width = 960 - margin.left - margin.right,
    height = 300 - 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["Passing Yards"];}, // 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["Rushing Yards"];}, // 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 colors
color6 = d3.scale.ordinal()
	.range(colorbrewer.Blues[5]);
color10 = d3.scale.category10();


// add the graph canvas to the body of the webpage
var svg6 = d3.select("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 Yards"] = +d["Passing Yards"];
    d["Rushing Yards"] = +d["Rushing Yards"];
//    console.log(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]);

  // x-axis
  svg6.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("Passing Yards");

  // y-axis
  svg6.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("Rushing Yards");

  // draw the rest of the dots with no colormap
  svg6.selectAll(".newDot")
      .data(data)
    .enter().append("circle")
      .filter(function(d)  { return d.Rk >= 6 })
      .attr("class", "newDot")
      .attr("r", 3.5)
      .attr("cx", xMap)
      .attr("cy", yMap)
      .on("mouseover", function(d) {
          tooltip.transition()
               .duration(200)
               .style("opacity", .9);
          tooltip.html(d.Player + "<br/>" + d.School + "<br/>" + d.Conf + "<br/> (" + xValue(d)
	        + ", " + yValue(d) + ")")
               .style("left", (d3.event.pageX + 5) + "px")
               .style("top", (d3.event.pageY - 28) + "px");
      })
      .on("mouseout", function(d) {
          tooltip.transition()
               .duration(500)
               .style("opacity", 0);
      });

  // draw circles around the original dots
  svg6.selectAll(".dot")
      .data(data)
    .enter().append("circle")
      .filter(function(d)  { return d.Rk < 6 })
      .attr("class", "dot")
      .attr("r", 6)
      .attr("cx", xMap)
      .attr("cy", yMap)
      .style("fill", "none");

  // draw legend
  var legend = svg6.selectAll(".legend")
      .data(color6.domain())
    .enter().append("g")
      .attr("class", "legend")
      .attr("transform", function(d, i) { return "translate(0," + i * 20 + ")"; });

  // draw legend colored rectangles
  legend.append("rect")
      .attr("x", width - 18)
      .attr("width", 18)
      .attr("height", 18)
      .style("fill", color6);

  // 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>

## 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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	// JavaScript specs as packaged in the D3 library (d3js.org). Please see license at http://colorbrewer.org/export/LICENSE.txt
	var colorbrewer = {YlGn: {
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	},PuBuGn: {
	3: ["#ece2f0","#a6bddb","#1c9099"],
	4: ["#f6eff7","#bdc9e1","#67a9cf","#02818a"],
	5: ["#f6eff7","#bdc9e1","#67a9cf","#1c9099","#016c59"],
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	8: ["#fff7fb","#ece2f0","#d0d1e6","#a6bddb","#67a9cf","#3690c0","#02818a","#016450"],
	9: ["#fff7fb","#ece2f0","#d0d1e6","#a6bddb","#67a9cf","#3690c0","#02818a","#016c59","#014636"]
	},PuBu: {
	3: ["#ece7f2","#a6bddb","#2b8cbe"],
	4: ["#f1eef6","#bdc9e1","#74a9cf","#0570b0"],
	5: ["#f1eef6","#bdc9e1","#74a9cf","#2b8cbe","#045a8d"],
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	9: ["#fff7fb","#ece7f2","#d0d1e6","#a6bddb","#74a9cf","#3690c0","#0570b0","#045a8d","#023858"]
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	3: ["#e0ecf4","#9ebcda","#8856a7"],
	4: ["#edf8fb","#b3cde3","#8c96c6","#88419d"],
	5: ["#edf8fb","#b3cde3","#8c96c6","#8856a7","#810f7c"],
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	3: ["#fde0dd","#fa9fb5","#c51b8a"],
	4: ["#feebe2","#fbb4b9","#f768a1","#ae017e"],
	5: ["#feebe2","#fbb4b9","#f768a1","#c51b8a","#7a0177"],
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	6: ["#f1eef6","#d4b9da","#c994c7","#df65b0","#dd1c77","#980043"],
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	4: ["#fef0d9","#fdcc8a","#fc8d59","#d7301f"],
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	6: ["#fef0d9","#fdd49e","#fdbb84","#fc8d59","#e34a33","#b30000"],
	7: ["#fef0d9","#fdd49e","#fdbb84","#fc8d59","#ef6548","#d7301f","#990000"],
	8: ["#fff7ec","#fee8c8","#fdd49e","#fdbb84","#fc8d59","#ef6548","#d7301f","#990000"],
	9: ["#fff7ec","#fee8c8","#fdd49e","#fdbb84","#fc8d59","#ef6548","#d7301f","#b30000","#7f0000"]
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	3: ["#ffeda0","#feb24c","#f03b20"],
	4: ["#ffffb2","#fecc5c","#fd8d3c","#e31a1c"],
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	6: ["#ffffb2","#fed976","#feb24c","#fd8d3c","#f03b20","#bd0026"],
	7: ["#ffffb2","#fed976","#feb24c","#fd8d3c","#fc4e2a","#e31a1c","#b10026"],
	8: ["#ffffcc","#ffeda0","#fed976","#feb24c","#fd8d3c","#fc4e2a","#e31a1c","#b10026"],
	9: ["#ffffcc","#ffeda0","#fed976","#feb24c","#fd8d3c","#fc4e2a","#e31a1c","#bd0026","#800026"]
	},YlOrBr: {
	3: ["#fff7bc","#fec44f","#d95f0e"],
	4: ["#ffffd4","#fed98e","#fe9929","#cc4c02"],
	5: ["#ffffd4","#fed98e","#fe9929","#d95f0e","#993404"],
	6: ["#ffffd4","#fee391","#fec44f","#fe9929","#d95f0e","#993404"],
	7: ["#ffffd4","#fee391","#fec44f","#fe9929","#ec7014","#cc4c02","#8c2d04"],
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	9: ["#ffffe5","#fff7bc","#fee391","#fec44f","#fe9929","#ec7014","#cc4c02","#993404","#662506"]
	},Purples: {
	3: ["#efedf5","#bcbddc","#756bb1"],
	4: ["#f2f0f7","#cbc9e2","#9e9ac8","#6a51a3"],
	5: ["#f2f0f7","#cbc9e2","#9e9ac8","#756bb1","#54278f"],
	6: ["#f2f0f7","#dadaeb","#bcbddc","#9e9ac8","#756bb1","#54278f"],
	7: ["#f2f0f7","#dadaeb","#bcbddc","#9e9ac8","#807dba","#6a51a3","#4a1486"],
	8: ["#fcfbfd","#efedf5","#dadaeb","#bcbddc","#9e9ac8","#807dba","#6a51a3","#4a1486"],
	9: ["#fcfbfd","#efedf5","#dadaeb","#bcbddc","#9e9ac8","#807dba","#6a51a3","#54278f","#3f007d"]
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	3: ["#deebf7","#9ecae1","#3182bd"],
	4: ["#eff3ff","#bdd7e7","#6baed6","#2171b5"],
	5: ["#eff3ff","#bdd7e7","#6baed6","#3182bd","#08519c"],
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	8: ["#f7fbff","#deebf7","#c6dbef","#9ecae1","#6baed6","#4292c6","#2171b5","#084594"],
	9: ["#f7fbff","#deebf7","#c6dbef","#9ecae1","#6baed6","#4292c6","#2171b5","#08519c","#08306b"]
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	3: ["#e5f5e0","#a1d99b","#31a354"],
	4: ["#edf8e9","#bae4b3","#74c476","#238b45"],
	5: ["#edf8e9","#bae4b3","#74c476","#31a354","#006d2c"],
	6: ["#edf8e9","#c7e9c0","#a1d99b","#74c476","#31a354","#006d2c"],
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	},Oranges: {
	3: ["#fee6ce","#fdae6b","#e6550d"],
	4: ["#feedde","#fdbe85","#fd8d3c","#d94701"],
	5: ["#feedde","#fdbe85","#fd8d3c","#e6550d","#a63603"],
	6: ["#feedde","#fdd0a2","#fdae6b","#fd8d3c","#e6550d","#a63603"],
	7: ["#feedde","#fdd0a2","#fdae6b","#fd8d3c","#f16913","#d94801","#8c2d04"],
	8: ["#fff5eb","#fee6ce","#fdd0a2","#fdae6b","#fd8d3c","#f16913","#d94801","#8c2d04"],
	9: ["#fff5eb","#fee6ce","#fdd0a2","#fdae6b","#fd8d3c","#f16913","#d94801","#a63603","#7f2704"]
	},Reds: {
	3: ["#fee0d2","#fc9272","#de2d26"],
	4: ["#fee5d9","#fcae91","#fb6a4a","#cb181d"],
	5: ["#fee5d9","#fcae91","#fb6a4a","#de2d26","#a50f15"],
	6: ["#fee5d9","#fcbba1","#fc9272","#fb6a4a","#de2d26","#a50f15"],
	7: ["#fee5d9","#fcbba1","#fc9272","#fb6a4a","#ef3b2c","#cb181d","#99000d"],
	8: ["#fff5f0","#fee0d2","#fcbba1","#fc9272","#fb6a4a","#ef3b2c","#cb181d","#99000d"],
	9: ["#fff5f0","#fee0d2","#fcbba1","#fc9272","#fb6a4a","#ef3b2c","#cb181d","#a50f15","#67000d"]
	},Greys: {
	3: ["#f0f0f0","#bdbdbd","#636363"],
	4: ["#f7f7f7","#cccccc","#969696","#525252"],
	5: ["#f7f7f7","#cccccc","#969696","#636363","#252525"],
	6: ["#f7f7f7","#d9d9d9","#bdbdbd","#969696","#636363","#252525"],
	7: ["#f7f7f7","#d9d9d9","#bdbdbd","#969696","#737373","#525252","#252525"],
	8: ["#ffffff","#f0f0f0","#d9d9d9","#bdbdbd","#969696","#737373","#525252","#252525"],
	9: ["#ffffff","#f0f0f0","#d9d9d9","#bdbdbd","#969696","#737373","#525252","#252525","#000000"]
	},PuOr: {
	3: ["#f1a340","#f7f7f7","#998ec3"],
	4: ["#e66101","#fdb863","#b2abd2","#5e3c99"],
	5: ["#e66101","#fdb863","#f7f7f7","#b2abd2","#5e3c99"],
	6: ["#b35806","#f1a340","#fee0b6","#d8daeb","#998ec3","#542788"],
	7: ["#b35806","#f1a340","#fee0b6","#f7f7f7","#d8daeb","#998ec3","#542788"],
	8: ["#b35806","#e08214","#fdb863","#fee0b6","#d8daeb","#b2abd2","#8073ac","#542788"],
	9: ["#b35806","#e08214","#fdb863","#fee0b6","#f7f7f7","#d8daeb","#b2abd2","#8073ac","#542788"],
	10: ["#7f3b08","#b35806","#e08214","#fdb863","#fee0b6","#d8daeb","#b2abd2","#8073ac","#542788","#2d004b"],
	11: ["#7f3b08","#b35806","#e08214","#fdb863","#fee0b6","#f7f7f7","#d8daeb","#b2abd2","#8073ac","#542788","#2d004b"]
	},BrBG: {
	3: ["#d8b365","#f5f5f5","#5ab4ac"],
	4: ["#a6611a","#dfc27d","#80cdc1","#018571"],
	5: ["#a6611a","#dfc27d","#f5f5f5","#80cdc1","#018571"],
	6: ["#8c510a","#d8b365","#f6e8c3","#c7eae5","#5ab4ac","#01665e"],
	7: ["#8c510a","#d8b365","#f6e8c3","#f5f5f5","#c7eae5","#5ab4ac","#01665e"],
	8: ["#8c510a","#bf812d","#dfc27d","#f6e8c3","#c7eae5","#80cdc1","#35978f","#01665e"],
	9: ["#8c510a","#bf812d","#dfc27d","#f6e8c3","#f5f5f5","#c7eae5","#80cdc1","#35978f","#01665e"],
	10: ["#543005","#8c510a","#bf812d","#dfc27d","#f6e8c3","#c7eae5","#80cdc1","#35978f","#01665e","#003c30"],
	11: ["#543005","#8c510a","#bf812d","#dfc27d","#f6e8c3","#f5f5f5","#c7eae5","#80cdc1","#35978f","#01665e","#003c30"]
	},PRGn: {
	3: ["#af8dc3","#f7f7f7","#7fbf7b"],
	4: ["#7b3294","#c2a5cf","#a6dba0","#008837"],
	5: ["#7b3294","#c2a5cf","#f7f7f7","#a6dba0","#008837"],
	6: ["#762a83","#af8dc3","#e7d4e8","#d9f0d3","#7fbf7b","#1b7837"],
	7: ["#762a83","#af8dc3","#e7d4e8","#f7f7f7","#d9f0d3","#7fbf7b","#1b7837"],
	8: ["#762a83","#9970ab","#c2a5cf","#e7d4e8","#d9f0d3","#a6dba0","#5aae61","#1b7837"],
	9: ["#762a83","#9970ab","#c2a5cf","#e7d4e8","#f7f7f7","#d9f0d3","#a6dba0","#5aae61","#1b7837"],
	10: ["#40004b","#762a83","#9970ab","#c2a5cf","#e7d4e8","#d9f0d3","#a6dba0","#5aae61","#1b7837","#00441b"],
	11: ["#40004b","#762a83","#9970ab","#c2a5cf","#e7d4e8","#f7f7f7","#d9f0d3","#a6dba0","#5aae61","#1b7837","#00441b"]
	},PiYG: {
	3: ["#e9a3c9","#f7f7f7","#a1d76a"],
	4: ["#d01c8b","#f1b6da","#b8e186","#4dac26"],
	5: ["#d01c8b","#f1b6da","#f7f7f7","#b8e186","#4dac26"],
	6: ["#c51b7d","#e9a3c9","#fde0ef","#e6f5d0","#a1d76a","#4d9221"],
	7: ["#c51b7d","#e9a3c9","#fde0ef","#f7f7f7","#e6f5d0","#a1d76a","#4d9221"],
	8: ["#c51b7d","#de77ae","#f1b6da","#fde0ef","#e6f5d0","#b8e186","#7fbc41","#4d9221"],
	9: ["#c51b7d","#de77ae","#f1b6da","#fde0ef","#f7f7f7","#e6f5d0","#b8e186","#7fbc41","#4d9221"],
	10: ["#8e0152","#c51b7d","#de77ae","#f1b6da","#fde0ef","#e6f5d0","#b8e186","#7fbc41","#4d9221","#276419"],
	11: ["#8e0152","#c51b7d","#de77ae","#f1b6da","#fde0ef","#f7f7f7","#e6f5d0","#b8e186","#7fbc41","#4d9221","#276419"]
	},RdBu: {
	3: ["#ef8a62","#f7f7f7","#67a9cf"],
	4: ["#ca0020","#f4a582","#92c5de","#0571b0"],
	5: ["#ca0020","#f4a582","#f7f7f7","#92c5de","#0571b0"],
	6: ["#b2182b","#ef8a62","#fddbc7","#d1e5f0","#67a9cf","#2166ac"],
	7: ["#b2182b","#ef8a62","#fddbc7","#f7f7f7","#d1e5f0","#67a9cf","#2166ac"],
	8: ["#b2182b","#d6604d","#f4a582","#fddbc7","#d1e5f0","#92c5de","#4393c3","#2166ac"],
	9: ["#b2182b","#d6604d","#f4a582","#fddbc7","#f7f7f7","#d1e5f0","#92c5de","#4393c3","#2166ac"],
	10: ["#67001f","#b2182b","#d6604d","#f4a582","#fddbc7","#d1e5f0","#92c5de","#4393c3","#2166ac","#053061"],
	11: ["#67001f","#b2182b","#d6604d","#f4a582","#fddbc7","#f7f7f7","#d1e5f0","#92c5de","#4393c3","#2166ac","#053061"]
	},RdGy: {
	3: ["#ef8a62","#ffffff","#999999"],
	4: ["#ca0020","#f4a582","#bababa","#404040"],
	5: ["#ca0020","#f4a582","#ffffff","#bababa","#404040"],
	6: ["#b2182b","#ef8a62","#fddbc7","#e0e0e0","#999999","#4d4d4d"],
	7: ["#b2182b","#ef8a62","#fddbc7","#ffffff","#e0e0e0","#999999","#4d4d4d"],
	8: ["#b2182b","#d6604d","#f4a582","#fddbc7","#e0e0e0","#bababa","#878787","#4d4d4d"],
	9: ["#b2182b","#d6604d","#f4a582","#fddbc7","#ffffff","#e0e0e0","#bababa","#878787","#4d4d4d"],
	10: ["#67001f","#b2182b","#d6604d","#f4a582","#fddbc7","#e0e0e0","#bababa","#878787","#4d4d4d","#1a1a1a"],
	11: ["#67001f","#b2182b","#d6604d","#f4a582","#fddbc7","#ffffff","#e0e0e0","#bababa","#878787","#4d4d4d","#1a1a1a"]
	},RdYlBu: {
	3: ["#fc8d59","#ffffbf","#91bfdb"],
	4: ["#d7191c","#fdae61","#abd9e9","#2c7bb6"],
	5: ["#d7191c","#fdae61","#ffffbf","#abd9e9","#2c7bb6"],
	6: ["#d73027","#fc8d59","#fee090","#e0f3f8","#91bfdb","#4575b4"],
	7: ["#d73027","#fc8d59","#fee090","#ffffbf","#e0f3f8","#91bfdb","#4575b4"],
	8: ["#d73027","#f46d43","#fdae61","#fee090","#e0f3f8","#abd9e9","#74add1","#4575b4"],
	9: ["#d73027","#f46d43","#fdae61","#fee090","#ffffbf","#e0f3f8","#abd9e9","#74add1","#4575b4"],
	10: ["#a50026","#d73027","#f46d43","#fdae61","#fee090","#e0f3f8","#abd9e9","#74add1","#4575b4","#313695"],
	11: ["#a50026","#d73027","#f46d43","#fdae61","#fee090","#ffffbf","#e0f3f8","#abd9e9","#74add1","#4575b4","#313695"]
	},Spectral: {
	3: ["#fc8d59","#ffffbf","#99d594"],
	4: ["#d7191c","#fdae61","#abdda4","#2b83ba"],
	5: ["#d7191c","#fdae61","#ffffbf","#abdda4","#2b83ba"],
	6: ["#d53e4f","#fc8d59","#fee08b","#e6f598","#99d594","#3288bd"],
	7: ["#d53e4f","#fc8d59","#fee08b","#ffffbf","#e6f598","#99d594","#3288bd"],
	8: ["#d53e4f","#f46d43","#fdae61","#fee08b","#e6f598","#abdda4","#66c2a5","#3288bd"],
	9: ["#d53e4f","#f46d43","#fdae61","#fee08b","#ffffbf","#e6f598","#abdda4","#66c2a5","#3288bd"],
	10: ["#9e0142","#d53e4f","#f46d43","#fdae61","#fee08b","#e6f598","#abdda4","#66c2a5","#3288bd","#5e4fa2"],
	11: ["#9e0142","#d53e4f","#f46d43","#fdae61","#fee08b","#ffffbf","#e6f598","#abdda4","#66c2a5","#3288bd","#5e4fa2"]
	},RdYlGn: {
	3: ["#fc8d59","#ffffbf","#91cf60"],
	4: ["#d7191c","#fdae61","#a6d96a","#1a9641"],
	5: ["#d7191c","#fdae61","#ffffbf","#a6d96a","#1a9641"],
	6: ["#d73027","#fc8d59","#fee08b","#d9ef8b","#91cf60","#1a9850"],
	7: ["#d73027","#fc8d59","#fee08b","#ffffbf","#d9ef8b","#91cf60","#1a9850"],
	8: ["#d73027","#f46d43","#fdae61","#fee08b","#d9ef8b","#a6d96a","#66bd63","#1a9850"],
	9: ["#d73027","#f46d43","#fdae61","#fee08b","#ffffbf","#d9ef8b","#a6d96a","#66bd63","#1a9850"],
	10: ["#a50026","#d73027","#f46d43","#fdae61","#fee08b","#d9ef8b","#a6d96a","#66bd63","#1a9850","#006837"],
	11: ["#a50026","#d73027","#f46d43","#fdae61","#fee08b","#ffffbf","#d9ef8b","#a6d96a","#66bd63","#1a9850","#006837"]
	},Accent: {
	3: ["#7fc97f","#beaed4","#fdc086"],
	4: ["#7fc97f","#beaed4","#fdc086","#ffff99"],
	5: ["#7fc97f","#beaed4","#fdc086","#ffff99","#386cb0"],
	6: ["#7fc97f","#beaed4","#fdc086","#ffff99","#386cb0","#f0027f"],
	7: ["#7fc97f","#beaed4","#fdc086","#ffff99","#386cb0","#f0027f","#bf5b17"],
	8: ["#7fc97f","#beaed4","#fdc086","#ffff99","#386cb0","#f0027f","#bf5b17","#666666"]
	},Dark2: {
	3: ["#1b9e77","#d95f02","#7570b3"],
	4: ["#1b9e77","#d95f02","#7570b3","#e7298a"],
	5: ["#1b9e77","#d95f02","#7570b3","#e7298a","#66a61e"],
	6: ["#1b9e77","#d95f02","#7570b3","#e7298a","#66a61e","#e6ab02"],
	7: ["#1b9e77","#d95f02","#7570b3","#e7298a","#66a61e","#e6ab02","#a6761d"],
	8: ["#1b9e77","#d95f02","#7570b3","#e7298a","#66a61e","#e6ab02","#a6761d","#666666"]
	},Paired: {
	3: ["#a6cee3","#1f78b4","#b2df8a"],
	4: ["#a6cee3","#1f78b4","#b2df8a","#33a02c"],
	5: ["#a6cee3","#1f78b4","#b2df8a","#33a02c","#fb9a99"],
	6: ["#a6cee3","#1f78b4","#b2df8a","#33a02c","#fb9a99","#e31a1c"],
	7: ["#a6cee3","#1f78b4","#b2df8a","#33a02c","#fb9a99","#e31a1c","#fdbf6f"],
	8: ["#a6cee3","#1f78b4","#b2df8a","#33a02c","#fb9a99","#e31a1c","#fdbf6f","#ff7f00"],
	9: ["#a6cee3","#1f78b4","#b2df8a","#33a02c","#fb9a99","#e31a1c","#fdbf6f","#ff7f00","#cab2d6"],
	10: ["#a6cee3","#1f78b4","#b2df8a","#33a02c","#fb9a99","#e31a1c","#fdbf6f","#ff7f00","#cab2d6","#6a3d9a"],
	11: ["#a6cee3","#1f78b4","#b2df8a","#33a02c","#fb9a99","#e31a1c","#fdbf6f","#ff7f00","#cab2d6","#6a3d9a","#ffff99"],
	12: ["#a6cee3","#1f78b4","#b2df8a","#33a02c","#fb9a99","#e31a1c","#fdbf6f","#ff7f00","#cab2d6","#6a3d9a","#ffff99","#b15928"]
	},Pastel1: {
	3: ["#fbb4ae","#b3cde3","#ccebc5"],
	4: ["#fbb4ae","#b3cde3","#ccebc5","#decbe4"],
	5: ["#fbb4ae","#b3cde3","#ccebc5","#decbe4","#fed9a6"],
	6: ["#fbb4ae","#b3cde3","#ccebc5","#decbe4","#fed9a6","#ffffcc"],
	7: ["#fbb4ae","#b3cde3","#ccebc5","#decbe4","#fed9a6","#ffffcc","#e5d8bd"],
	8: ["#fbb4ae","#b3cde3","#ccebc5","#decbe4","#fed9a6","#ffffcc","#e5d8bd","#fddaec"],
	9: ["#fbb4ae","#b3cde3","#ccebc5","#decbe4","#fed9a6","#ffffcc","#e5d8bd","#fddaec","#f2f2f2"]
	},Pastel2: {
	3: ["#b3e2cd","#fdcdac","#cbd5e8"],
	4: ["#b3e2cd","#fdcdac","#cbd5e8","#f4cae4"],
	5: ["#b3e2cd","#fdcdac","#cbd5e8","#f4cae4","#e6f5c9"],
	6: ["#b3e2cd","#fdcdac","#cbd5e8","#f4cae4","#e6f5c9","#fff2ae"],
	7: ["#b3e2cd","#fdcdac","#cbd5e8","#f4cae4","#e6f5c9","#fff2ae","#f1e2cc"],
	8: ["#b3e2cd","#fdcdac","#cbd5e8","#f4cae4","#e6f5c9","#fff2ae","#f1e2cc","#cccccc"]
	},Set1: {
	3: ["#e41a1c","#377eb8","#4daf4a"],
	4: ["#e41a1c","#377eb8","#4daf4a","#984ea3"],
	5: ["#e41a1c","#377eb8","#4daf4a","#984ea3","#ff7f00"],
	6: ["#e41a1c","#377eb8","#4daf4a","#984ea3","#ff7f00","#ffff33"],
	7: ["#e41a1c","#377eb8","#4daf4a","#984ea3","#ff7f00","#ffff33","#a65628"],
	8: ["#e41a1c","#377eb8","#4daf4a","#984ea3","#ff7f00","#ffff33","#a65628","#f781bf"],
	9: ["#e41a1c","#377eb8","#4daf4a","#984ea3","#ff7f00","#ffff33","#a65628","#f781bf","#999999"]
	},Set2: {
	3: ["#66c2a5","#fc8d62","#8da0cb"],
	4: ["#66c2a5","#fc8d62","#8da0cb","#e78ac3"],
	5: ["#66c2a5","#fc8d62","#8da0cb","#e78ac3","#a6d854"],
	6: ["#66c2a5","#fc8d62","#8da0cb","#e78ac3","#a6d854","#ffd92f"],
	7: ["#66c2a5","#fc8d62","#8da0cb","#e78ac3","#a6d854","#ffd92f","#e5c494"],
	8: ["#66c2a5","#fc8d62","#8da0cb","#e78ac3","#a6d854","#ffd92f","#e5c494","#b3b3b3"]
	},Set3: {
	3: ["#8dd3c7","#ffffb3","#bebada"],
	4: ["#8dd3c7","#ffffb3","#bebada","#fb8072"],
	5: ["#8dd3c7","#ffffb3","#bebada","#fb8072","#80b1d3"],
	6: ["#8dd3c7","#ffffb3","#bebada","#fb8072","#80b1d3","#fdb462"],
	7: ["#8dd3c7","#ffffb3","#bebada","#fb8072","#80b1d3","#fdb462","#b3de69"],
	8: ["#8dd3c7","#ffffb3","#bebada","#fb8072","#80b1d3","#fdb462","#b3de69","#fccde5"],
	9: ["#8dd3c7","#ffffb3","#bebada","#fb8072","#80b1d3","#fdb462","#b3de69","#fccde5","#d9d9d9"],
	10: ["#8dd3c7","#ffffb3","#bebada","#fb8072","#80b1d3","#fdb462","#b3de69","#fccde5","#d9d9d9","#bc80bd"],
	11: ["#8dd3c7","#ffffb3","#bebada","#fb8072","#80b1d3","#fdb462","#b3de69","#fccde5","#d9d9d9","#bc80bd","#ccebc5"],
	12: ["#8dd3c7","#ffffb3","#bebada","#fb8072","#80b1d3","#fdb462","#b3de69","#fccde5","#d9d9d9","#bc80bd","#ccebc5","#ffed6f"]
	}};
	<!DOCTYPE html>
	<html>
	<meta charset="utf-8">

	<!-- Example based on http://bl.ocks.org/weiglemc/6185069 -->
	<!-- 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>
	<h1>James Eanes - Visualization Implementation 9 (VI9)</h1>
	<p>

	<script src="//d3js.org/d3.v3.min.js"></script>
	<script src="colorbrewer.js"></script>

	<h4>This scatterplot shows only the top 5 QBs, colored by rank, using a single-hue colormap. I chose ColorBrewer's 5-class Blues color map. For VI9, I have chosen to add a button to change the view to include all of the QBs, with the top 5 highlighted. </h4>
	<p>

	<input type="submit" value="Show All" onclick="myFunction()">

	<script>

	var margin = {top: 20, right: 20, bottom: 30, left: 40},
	width = 960 - margin.left - margin.right,
	height = 300 - 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["Passing Yards"];}, // 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["Rushing Yards"];}, // 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
	color6 = d3.scale.ordinal()
	.range(colorbrewer.Blues[5]);

	// add the graph canvas to the body of the webpage
	var svg6 = 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 Yards"] = +d["Passing Yards"];
	d["Rushing Yards"] = +d["Rushing Yards"];
	// console.log(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]);

	// x-axis
	svg6.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("Passing Yards");

	// y-axis
	svg6.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("Rushing Yards");

	// draw dots
	svg6.selectAll(".dot")
	.data(data)
	.enter().append("circle")
	.filter(function(d) { return d.Rk < 6 })
	.attr("class", "dot")
	.attr("r", 3.5)
	.attr("cx", xMap)
	.attr("cy", yMap)
	.style("fill", function(d) { return color6(d.Rk);})
	.on("mouseover", function(d) {
	tooltip.transition()
	.duration(200)
	.style("opacity", .9);
	tooltip.html(d.Player + "<br/>" + d.School + "<br/>" + d.Conf + "<br/> (" + xValue(d)
	+ ", " + yValue(d) + ")")
	.style("left", (d3.event.pageX + 5) + "px")
	.style("top", (d3.event.pageY - 28) + "px");
	})
	.on("mouseout", function(d) {
	tooltip.transition()
	.duration(500)
	.style("opacity", 0);
	});

	// draw legend
	var legend = svg6.selectAll(".legend")
	.data(color6.domain())
	.enter().append("g")
	.attr("class", "legend")
	.attr("transform", function(d, i) { return "translate(0," + i * 20 + ")"; });

	// draw legend colored rectangles
	legend.append("rect")
	.attr("x", width - 18)
	.attr("width", 18)
	.attr("height", 18)
	.style("fill", color6);

	// 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>

	<script>

	function myFunction() {
	var margin = {top: 20, right: 20, bottom: 30, left: 40},
	width = 960 - margin.left - margin.right,
	height = 300 - 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["Passing Yards"];}, // 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["Rushing Yards"];}, // 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 colors
	color6 = d3.scale.ordinal()
	.range(colorbrewer.Blues[5]);
	color10 = d3.scale.category10();


	// add the graph canvas to the body of the webpage
	var svg6 = d3.select("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 Yards"] = +d["Passing Yards"];
	d["Rushing Yards"] = +d["Rushing Yards"];
	// console.log(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]);

	// x-axis
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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