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May 7, 2017 02:24
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scatterFinalStuff
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license: mit |
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<!DOCTYPE html> | |
<html> | |
<meta charset="utf-8"> | |
<!-- Example based on http://bl.ocks.org/mbostock/3887118 --> | |
<!-- Tooltip example from http://www.d3noob.org/2013/01/adding-tooltips-to-d3js-graph.html --> | |
<!-- Coding style based on http://gist.github.com/mbostock/5977197 --> | |
<style> | |
body { | |
font: 11px sans-serif; | |
} | |
.axis path, | |
.axis line { | |
fill: none; | |
stroke: #000; | |
shape-rendering: crispEdges; | |
} | |
.dot { | |
stroke: #000; | |
} | |
.tooltip { | |
position: absolute; | |
width: 200px; | |
height: 28px; | |
pointer-events: none; | |
} | |
</style> | |
<body> | |
<script src="http://d3js.org/d3.v3.min.js"></script> | |
<script> | |
var margin = {top: 20, right: 50, bottom: 30, left: 40}, | |
width = 960 - margin.left - margin.right, | |
height = 500 - margin.top - margin.bottom; | |
/* | |
* value accessor - returns the value to encode for a given data object. | |
* scale - maps value to a visual display encoding, such as a pixel position. | |
* map function - maps from data value to display value | |
* axis - sets up axis | |
*/ | |
// setup x | |
var xValue = function(d) { return d.numWorkers;}, // 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.medianEarnings;}, // data -> value | |
yScale = d3.scale.linear().range([height, 0]), // value -> display | |
yMap = function(d) { return yScale(yValue(d));}, // data -> display | |
yAxis = d3.svg.axis().scale(yScale).orient("left"); | |
// setup fill color | |
var cValue = function(d) { return d.medianEarnings;}, | |
color = d3.scale.category10(); | |
// add the graph canvas to the body of the webpage | |
var svg = d3.select("body").append("svg") | |
.attr("width", width + margin.left + margin.right) | |
.attr("height", height + margin.top + margin.bottom) | |
.append("g") | |
.attr("transform", "translate(" + margin.left + "," + margin.top + ")"); | |
// add the tooltip area to the webpage | |
var tooltip = d3.select("body").append("div") | |
.attr("class", "tooltip") | |
.style("opacity", 0); | |
// load data | |
d3.csv("noNullData.csv", function(error, data) { | |
// change string (from CSV) into number format | |
data.forEach(function(d) { | |
d.medianEarnings = +d.medianEarnings; | |
d.numWorkers = +d.numWorkers; | |
// 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 | |
svg.append("g") | |
.attr("class", "x axis") | |
.attr("transform", "translate(0," + height + ")") | |
.call(xAxis) | |
.append("text") | |
.attr("class", "label") | |
.attr("x", width) | |
.attr("y", -6) | |
.style("text-anchor", "end") | |
.text("Calories"); | |
// y-axis | |
svg.append("g") | |
.attr("class", "y axis") | |
.call(yAxis) | |
.append("text") | |
.attr("class", "label") | |
.attr("transform", "rotate(-90)") | |
.attr("y", 6) | |
.attr("dy", ".71em") | |
.style("text-anchor", "end") | |
.text("Protein (g)"); | |
// draw dots | |
svg.selectAll(".dot") | |
.data(data) | |
.enter().append("circle") | |
.attr("class", "dot") | |
.attr("r", 3.5) | |
.attr("cx", xMap) | |
.attr("cy", yMap) | |
.style("fill", function(d) { | |
var x = d.Occupation; | |
if(x.includes("women")) | |
{ | |
return "pink"; | |
} | |
else | |
{ | |
return "blue"; | |
} | |
}) | |
.on("mouseover", function(d) { | |
tooltip.transition() | |
.duration(200) | |
.style("opacity", .9); | |
tooltip.html(d.Occupation + "<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 = svg.selectAll(".legend") | |
.data(color.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", color); | |
// draw legend text | |
legend.append("text") | |
.attr("x", width - 24) | |
.attr("y", 9) | |
.attr("dy", ".35em") | |
.style("text-anchor", "end") | |
.text(function(d) { return d;}) | |
}); | |
</script> | |
</body> |
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Occupation | numWorkers | medianEarnings | |
---|---|---|---|
Chief executives | 832 | 2419 | |
General and operations managers | 626 | 1358 | |
Marketing and sales managers | 518 | 1745 | |
Administrative services managers | 101 | 1398 | |
Computer and information systems managers | 443 | 1756 | |
Financial managers | 527 | 1670 | |
Human resources managers | 73 | 1737 | |
Industrial production managers | 201 | 1409 | |
Purchasing managers | 95 | 1400 | |
Transportation storage and distribution managers | 237 | 990 | |
Education administrators | 297 | 1528 | |
Food service managers | 410 | 853 | |
Lodging managers | 59 | 1068 | |
Medical and health services managers | 133 | 1610 | |
Property real estate and community association managers | 181 | 1157 | |
Social and community service managers | 115 | 1206 | |
Managers all other | 1845 | 1542 | |
Wholesale and retail buyers except farm products | 68 | 942 | |
Purchasing agents except wholesale retail and farm products | 128 | 1037 | |
Claims adjusters appraisers examiners and investigators | 114 | 1139 | |
Compliance officers | 106 | 1274 | |
Human resources workers | 166 | 1364 | |
Management analysts | 332 | 1586 | |
Market research analysts and marketing specialists | 116 | 1345 | |
Business operations specialists all other | 110 | 1263 | |
Accountants and auditors | 559 | 1441 | |
Financial analysts | 173 | 1747 | |
Personal financial advisors | 258 | 1714 | |
Credit counselors and loan officers | 151 | 1331 | |
Computer systems analysts | 314 | 1475 | |
Computer programmers | 300 | 1466 | |
Software developers applications and systems software | 1084 | 1863 | |
Computer support specialists | 367 | 1078 | |
Computer occupations all other | 418 | 1244 | |
Operations research analysts | 59 | 1382 | |
Engineers all other | 430 | 1659 | |
Engineering technicians except drafters | 275 | 1075 | |
Medical scientists | 69 | 1250 | |
Physical scientists all other | 131 | 1727 | |
Miscellaneous life physical and social science technicians | 62 | 949 | |
Counselors | 184 | 892 | |
Social workers | 127 | 1039 | |
Clergy | 315 | 1070 | |
Lawyers | 446 | 2086 | |
Postsecondary teachers | 535 | 1356 | |
Elementary and middle school teachers | 605 | 1126 | |
Secondary school teachers | 403 | 1146 | |
Other teachers and instructors | 156 | 1135 | |
Teacher assistants | 56 | 501 | |
Designers | 290 | 1267 | |
Producers and directors | 78 | 1228 | |
Editors | 64 | 1112 | |
Pharmacists | 89 | 2096 | |
Physicians and surgeons | 497 | 2343 | |
Physical therapists | 69 | 1348 | |
Registered nurses | 285 | 1261 | |
Clinical laboratory technologists and technicians | 97 | 1071 | |
Diagnostic related technologists and technicians | 79 | 1156 | |
Emergency medical technicians and paramedics | 114 | 821 | |
Health practitioner support technologists and technicians | 113 | 712 | |
Nursing psychiatric and home health aides | 194 | 534 | |
Bailiffs correctional officers and jailers | 275 | 793 | |
Police and sheriff's patrol officers | 609 | 1008 | |
Security guards and gaming surveillance officers | 576 | 597 | |
Chefs and head cooks | 288 | 632 | |
First-line supervisors of food preparation and serving workers | 174 | 666 | |
Cooks | 892 | 459 | |
Food preparation workers | 215 | 432 | |
Bartenders | 131 | 701 | |
Combined food preparation and serving workers including fast food | 72 | 381 | |
Waiters and waitresses | 342 | 504 | |
Dining room and cafeteria attendants and bartender helpers | 82 | 465 | |
First-line supervisors of housekeeping and janitorial workers | 119 | 702 | |
Janitors and building cleaners | 1139 | 564 | |
Maids and housekeeping cleaners | 120 | 497 | |
First-line supervisors of gaming workers | 68 | 840 | |
Personal care aides | 125 | 514 | |
Recreation and fitness workers | 92 | 668 | |
First-line supervisors of retail sales workers | 1321 | 857 | |
First-line supervisors of non-retail sales workers | 552 | 1161 | |
Cashiers | 402 | 475 | |
Retail salespersons | 1103 | 730 | |
Advertising sales agents | 122 | 1034 | |
Insurance sales agents | 218 | 1166 | |
Securities commodities and financial services sales agents | 155 | 1458 | |
Sales representatives services all other | 282 | 1202 | |
Sales representatives wholesale and manufacturing | 819 | 1140 | |
Real estate brokers and sales agents | 209 | 1222 | |
Sales and related workers all other | 103 | 946 | |
First-line supervisors of office and administrative support workers | 383 | 942 | |
Bookkeeping accounting and auditing clerks | 115 | 790 | |
Customer service representatives | 664 | 676 | |
Receptionists and information clerks | 103 | 600 | |
Dispatchers | 126 | 734 | |
Postal service clerks | 58 | 999 | |
Postal service mail carriers | 185 | 1020 | |
Production planning and expediting clerks | 113 | 935 | |
Shipping receiving and traffic clerks | 322 | 602 | |
Stock clerks and order fillers | 643 | 533 | |
Secretaries and administrative assistants | 133 | 831 | |
Data entry keyers | 51 | 655 | |
Office clerks general | 140 | 707 | |
Office and administrative support workers all other | 107 | 855 | |
Miscellaneous agricultural workers | 547 | 524 | |
First-line supervisors of production and operating workers | 599 | 972 | |
Electrical electronics and electromechanical assemblers | 55 | 618 | |
Miscellaneous assemblers and fabricators | 645 | 625 | |
Bakers | 55 | 562 | |
Butchers and other meat poultry and fish processing workers | 183 | 571 | |
Laundry and dry-cleaning workers | 55 | 486 | |
Sewing machine operators | 52 | 407 | |
Inspectors testers sorters samplers and weighers | 445 | 834 | |
Packaging and filling machine operators and tenders | 112 | 574 | |
Production workers all other | 641 | 690 | |
Bus drivers | 197 | 691 | |
Driver/sales workers and truck drivers | 2689 | 787 | |
Industrial truck and tractor operators | 510 | 604 | |
Laborers and freight stock and material movers hand | 1196 | 580 | |
Packers and packagers hand | 166 | 468 | |
Chief executives women | 318 | 1876 | |
General and operations managers women | 250 | 1037 | |
Marketing and sales managers women | 403 | 1142 | |
Administrative services managers women | 71 | 952 | |
Computer and information systems managers women | 150 | 1680 | |
Financial managers women | 578 | 1157 | |
Human resources managers women | 190 | 1283 | |
Industrial production managers women | 66 | 1219 | |
Purchasing managers women | 92 | 1169 | |
Transportation storage and distribution managers women | 51 | 988 | |
Education administrators women | 541 | 1280 | |
Food service managers women | 350 | 632 | |
Lodging managers women | 64 | 764 | |
Medical and health services managers women | 399 | 1254 | |
Property real estate and community association managers women | 221 | 815 | |
Social and community service managers women | 248 | 992 | |
Managers all other women | 1115 | 1188 | |
Wholesale and retail buyers except farm products women | 83 | 765 | |
Purchasing agents except wholesale retail and farm products women | 125 | 974 | |
Claims adjusters appraisers examiners and investigators women | 206 | 912 | |
Compliance officers women | 146 | 1163 | |
Human resources workers women | 465 | 1089 | |
Management analysts women | 253 | 1342 | |
Market research analysts and marketing specialists women | 130 | 1097 | |
Business operations specialists all other women | 146 | 1001 | |
Accountants and auditors women | 892 | 1018 | |
Financial analysts women | 104 | 1252 | |
Personal financial advisors women | 142 | 953 | |
Credit counselors and loan officers women | 200 | 926 | |
Computer systems analysts women | 182 | 1328 | |
Computer programmers women | 104 | 1312 | |
Software developers applications and systems software women | 266 | 1553 | |
Computer support specialists women | 124 | 1014 | |
Computer occupations all other women | 106 | 1055 | |
Operations research analysts women | 66 | 1300 | |
Engineers all other women | 63 | 1401 | |
Engineering technicians except drafters women | 75 | 793 | |
Medical scientists women | 57 | 1169 | |
Physical scientists all other women | 111 | 1323 | |
Miscellaneous life physical and social science technicians women | 57 | 826 | |
Counselors women | 473 | 907 | |
Social workers women | 557 | 884 | |
Clergy women | 53 | 893 | |
Lawyers women | 299 | 1619 | |
Postsecondary teachers women | 445 | 1152 | |
Elementary and middle school teachers women | 2231 | 981 | |
Secondary school teachers women | 562 | 1074 | |
Other teachers and instructors women | 214 | 786 | |
Teacher assistants women | 532 | 525 | |
Designers women | 297 | 922 | |
Producers and directors women | 50 | 1030 | |
Editors women | 56 | 1035 | |
Pharmacists women | 133 | 1839 | |
Physicians and surgeons women | 308 | 1476 | |
Physical therapists women | 128 | 1306 | |
Registered nurses women | 2213 | 1143 | |
Clinical laboratory technologists and technicians women | 198 | 834 | |
Diagnostic related technologists and technicians women | 175 | 936 | |
Emergency medical technicians and paramedics women | 60 | 650 | |
Health practitioner support technologists and technicians women | 361 | 643 | |
Nursing psychiatric and home health aides women | 1192 | 498 | |
Bailiffs correctional officers and jailers women | 91 | 672 | |
Police and sheriff's patrol officers women | 100 | 938 | |
Security guards and gaming surveillance officers women | 152 | 516 | |
Chefs and head cooks women | 68 | 519 | |
First-line supervisors of food preparation and serving workers women | 251 | 485 | |
Cooks women | 515 | 421 | |
Food preparation workers women | 262 | 413 | |
Bartenders women | 122 | 498 | |
Combined food preparation and serving workers including fast food women | 125 | 402 | |
Waiters and waitresses women | 607 | 441 | |
Dining room and cafeteria attendants and bartender helpers women | 51 | 407 | |
First-line supervisors of housekeeping and janitorial workers women | 71 | 524 | |
Janitors and building cleaners women | 441 | 476 | |
Maids and housekeeping cleaners women | 661 | 427 | |
First-line supervisors of gaming workers women | 59 | 717 | |
Personal care aides women | 636 | 469 | |
Recreation and fitness workers women | 100 | 517 | |
First-line supervisors of retail sales workers women | 1047 | 630 | |
First-line supervisors of non-retail sales workers women | 230 | 1004 | |
Cashiers women | 965 | 403 | |
Retail salespersons women | 728 | 514 | |
Advertising sales agents women | 81 | 999 | |
Insurance sales agents women | 205 | 676 | |
Securities commodities and financial services sales agents women | 63 | 951 | |
Sales representatives services all other women | 145 | 826 | |
Sales representatives wholesale and manufacturing women | 302 | 872 | |
Real estate brokers and sales agents women | 284 | 780 | |
Sales and related workers all other women | 68 | 709 | |
First-line supervisors of office and administrative support workers women | 819 | 809 | |
Bookkeeping accounting and auditing clerks women | 641 | 716 | |
Customer service representatives women | 1185 | 623 | |
Receptionists and information clerks women | 848 | 581 | |
Dispatchers women | 153 | 671 | |
Postal service clerks women | 53 | 805 | |
Postal service mail carriers women | 119 | 931 | |
Production planning and expediting clerks women | 111 | 765 | |
Shipping receiving and traffic clerks women | 151 | 583 | |
Stock clerks and order fillers women | 371 | 526 | |
Secretaries and administrative assistants women | 2078 | 708 | |
Data entry keyers women | 170 | 630 | |
Office clerks general women | 760 | 648 | |
Office and administrative support workers all other women | 351 | 751 | |
Miscellaneous agricultural workers women | 111 | 423 | |
First-line supervisors of production and operating workers women | 131 | 723 | |
Electrical electronics and electromechanical assemblers women | 50 | 554 | |
Miscellaneous assemblers and fabricators women | 345 | 559 | |
Bakers women | 83 | 480 | |
Butchers and other meat poultry and fish processing workers women | 61 | 449 | |
Laundry and dry-cleaning workers women | 80 | 436 | |
Sewing machine operators women | 114 | 452 | |
Inspectors testers sorters samplers and weighers women | 241 | 584 | |
Packaging and filling machine operators and tenders women | 113 | 425 | |
Production workers all other women | 246 | 515 | |
Bus drivers women | 146 | 589 | |
Driver/sales workers and truck drivers women | 120 | 630 | |
Industrial truck and tractor operators women | 54 | 563 | |
Laborers and freight stock and material movers hand women | 221 | 509 | |
Packers and packagers hand women | 216 | 437 |
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