401k Fees across Companies, Expanded

accounting.min.js

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index.html

<!DOCTYPE html>
<html lang="en">
  <head>
    <meta charset="utf-8">
		<title>410k Fees and Company Size- FutureAdvisor</title>
		<script src="d3.js"></script>
		<script src="accounting.min.js"></script>
		<style type="text/css">

			.axis path,
			.axis line {
				fill: none;
				stroke: black;
				shape-rendering: crispEdges;
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			.axis text {
				font-family: sans-serif;
				font-total_participants: 14px;
			}
			circle {
				fill-opacity: 0.5;
			}
			circle:hover {
			  fill-opacity: 0.9;
			}
			.plan_tooltip {   
 				 position: absolute;           
				  text-align: center;                        
				  padding: 5px;             
				  font: 14px sans-serif;        
				  background: rgba(245, 245, 245, 0.5);//#F5F5F5;   
				  border: 0px;      
				  border-radius: 8px;           
				  pointer-events: none;
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			.label {
				font-family: sans-serif;
				font-total_participants: 14px;
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			.title {
				font-family: sans-serif;
				font-total_participants: 18px;
				font-weight: 600;
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			.zone {
				fill: #E6F5FA;
				fill-opacity: 0.4;
			}
			.zone-label {
				font-family: sans-serif;
				font-total_participants: 14px;
				font-weight: 300;
				fill: #C4C4C4;
			}
			
		</style>
	</head>
	<body>
		<script type="text/javascript">

			//Width and height
			var w = 1200;
			var h = 900;
			var padding = 80;
			var centered = undefined;
			
			var dataset; // Declare global var
			
			d3.json("plans_3072_40000.json", function(data) {
			        
			
			dataset = data;
			
			makePlot();
			});
			

			makePlot = function() {
				//Create SVG element
				
				tooltip = d3.select("body").append("div")
							.attr("class", "plan_tooltip")
							.style("position", "absolute")
							.style("z-index", "10")
							.style("visibility", "hidden")
							.text("");
				
				
				var svg = d3.select("body")
							.append("svg")
							.attr("width", w)
							.attr("height", h);
							
			/// Set Scales and Distortions 				
	
				var xScale = d3.scale.linear()
								             .domain([0, d3.max(dataset, function(d) { return d['size']; })])
											 .range([padding, w-padding]);
				var yScale = d3.scale.linear()
								             .domain([0, d3.max(dataset, function(d) { return d['fee']; })])
											 .range([h-padding,padding]);
				
				color_scale = d3.scale.linear().domain([0, 1.5]);
  				color_scale.domain([0, 0.3, 1].map(color_scale.invert));
  				color_scale.range(["#93b724", "#f4e83e", "#cc5c57"]);
				radiusScale = d3.scale.sqrt()
					.domain([d3.min(dataset, function(d) { return d['aum']; }), d3.max(dataset, function(d) { return d['aum']; }) ])
					.range([4, 50]);
			// Add a rectangle 
				var rectangle = d3.select("svg")
							.append("rect")
							.attr("class", "zone")
							.attr("height", yScale(300)-yScale(700))
							.attr("width", xScale(37000))
							.attr("x", xScale(1000))
							.attr("y", yScale(700));
							
			// Add label for rectangle
				svg.append("text")
							.attr("class", "zone-label")
						    .attr("x", w/4)
						    .attr("y", yScale(660))
						    .text("Companies in this zone might be able to negotiate a better deal.");
			// Tooltips for Dots
                set_tooltip_label = function (d) {
                    var company_name;
                    tooltip.html(d.name + "<br><strong>Participants</strong>: " + d['size'] + "<br><strong>Expense Ratio</strong>: " + accounting.toFixed(d.er, 3) + " percent <br><strong>Plan Assets</strong>: " + accounting.formatMoney(d.aum, "$ ", 0) );
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                        tooltip.style("top", (event.pageY - 10) + "px").style("left", (event.pageX + 10) + "px")
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				   .data(dataset)
				   .enter()
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				   .attr("cx", function(d) {
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				   .attr("cy", function(d) {
				   		return yScale(d['fee']);
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				   .attr("r", function(d) {
				   		return radiusScale(d['aum']);
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				   .attr("fill", function(d) {
					return color_scale(d.er)
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                   }).on("mousemove", function (d) {
                       set_tooltip_label(d);
                   }).on("mouseout", function () {
                       tooltip.style("visibility", "hidden");
                   });
   


				// Define X axis
				var xAxis = d3.svg.axis()
								  .scale(xScale)
								  .orient("bottom")
								  //.tickValues([1000, 10000, 20000, 30000])
								  .ticks(5);

				// Define Y axis
				var yAxis = d3.svg.axis()
								  .scale(yScale)
								  .orient("left")
								  .ticks(10)
								 .tickFormat(function(d) { return "$" + d; });

   			   // Create X axis
				svg.append("g")
					.attr("class", "x axis")
					.attr("transform", "translate(0," + (h - padding) + ")")
					.call(xAxis);
				// Create Y axis
				svg.append("g")
					.attr("class", "y axis")
					.attr("transform", "translate(" + padding + ",0)")
					.call(yAxis);
					
				// Add Label to X Axis
				
				svg.append("text")
				    .attr("class", "x label")
				    .attr("text-anchor", "middle")
				    .attr("x", w - w/2)
				    .attr("y", h - padding/2)
				    .text("Number of Participants in 401k Plan");

				
				// Add label to Y Axis
				svg.append("text")
				    .attr("class", "y label")
				    .attr("text-anchor", "middle")
				    .attr("y", padding/10)
					.attr("x", 0 - (h/2))
				    .attr("dy", "1em")
				    .attr("transform", "rotate(-90)")
				    .text("Fee Paid Annually by a Person with Average 401k Balance ($75,900 USD)");
				
				// Add title 
				svg.append("text")
					.attr("class", " title")
					.attr("text-anchor","middle")
					.attr("x", w/2)
					.attr("y", padding/2)
					.text("401k Fees Vary Widely for Similar Companies")


			    // Positions the dots based on data.
			    function position(circles) {
			      circles .attr("cx", function(d) { return xScale(d['size']); })
			             .attr("cy", function(d) { return yScale(d['er']); })
			          	.attr("r", function(d) { return radiusScale(d['aum']); });
			    }
			
		

			};
			
		</script>
	</body>
</html>

plans_3072_40000.json

[{"fee": 214.65468750000002, "name": "Google Inc.", "url": "https://futureadvisor.com/401k/google-inc", "aum": 1290075671.0, "er": 0.2828125, "size": 18510.0}, {"fee": 275.453750253, "name": "Amazon Corporate LLC", "url": "https://futureadvisor.com/401k/amazon-corporate-llc", "aum": 379903275.0, "er": 0.362916667, "size": 14783.0}, {"fee": 175.445769114, "name": "Adobe Systems Incorporated", "url": "https://futureadvisor.com/401k/adobe-systems-incorporated", "aum": 595350786.0, "er": 0.23115384600000002, "size": 6412.0}, {"fee": 456.373076709, "name": "Expedia, Inc.", "url": "https://futureadvisor.com/401k/expedia-inc", "aum": 190340683.0, "er": 0.601282051, "size": 5474.0}, {"fee": 130.716666498, "name": "Weyerhaeuser Company", "url": "https://futureadvisor.com/401k/weyerhaeuser-company", "aum": 1540276000.0, "er": 0.17222222199999998, "size": 13325.0}, {"fee": 311.91285717900007, "name": "Intuit Inc.", "url": "https://futureadvisor.com/401k/intuit-inc", "aum": 728503055.0, "er": 0.41095238100000003, "size": 11967.0}, {"fee": 406.486667004, "name": "EMC Corporation", "url": "https://futureadvisor.com/401k/emc-corporation", "aum": 2352890440.0, "er": 0.535555556, "size": 22965.0}, {"fee": 626.6810002530001, "name": "Clearwire Legacy, LLC", "url": "https://futureadvisor.com/401k/clearwire-legacy-llc", "aum": 45808140.0, "er": 0.825666667, "size": 3291.0}, {"fee": 322.10062500000004, "name": "Starbucks Corporation", "url": "https://futureadvisor.com/401k/starbucks-corporation", "aum": 420800311.0, "er": 0.424375, "size": 29516.0}, {"fee": 472.22999996699997, "name": "eBay Inc.", "url": "https://futureadvisor.com/401k/ebay-inc", "aum": 521571726.0, "er": 0.622173913, "size": 9654.0}, {"fee": 297.696666498, "name": "Yahoo Inc.", "url": "https://futureadvisor.com/401k/yahoo-inc", "aum": 654371141.0, "er": 0.392222222, "size": 9775.0}, {"fee": 441.985115979, "name": "VMware, Inc.", "url": "https://futureadvisor.com/401k/vmware-inc", "aum": 261957064.0, "er": 0.582325581, "size": 5081.0}, {"fee": 444.73297301400004, "name": "Salesforce.com, Inc.", "url": "https://futureadvisor.com/401k/salesforce-com-inc", "aum": 169359497.0, "er": 0.585945946, "size": 3775.0}, {"fee": 527.849999655, "name": "Citrix Systems, Inc.", "url": "https://futureadvisor.com/401k/citrix-systems-inc", "aum": 198478971.0, "er": 0.695454545, "size": 3444.0}, {"fee": 423.458750253, "name": "Fox Entertainment Group, Inc.", "url": "https://futureadvisor.com/401k/fox-entertainment-group-inc", "aum": 1086222765.0, "er": 0.557916667, "size": 16929.0}, {"fee": 270.71000025300003, "name": "The New York Times Company", "url": "https://futureadvisor.com/401k/the-new-york-times-company", "aum": 539953373.0, "er": 0.35666666700000005, "size": 5354.0}, {"fee": 408.3419999999999, "name": "Recreational Equipment, Inc.", "url": "https://futureadvisor.com/401k/recreational-equipment-inc", "aum": 326822655.0, "er": 0.5379999999999999, "size": 7673.0}, {"fee": 484.675714611, "name": "Group Health Cooperative", "url": "https://futureadvisor.com/401k/group-health-cooperative", "aum": 273359552.0, "er": 0.638571429, "size": 8998.0}, {"fee": 296.95875, "name": "Advanced Micro Devices, Inc.", "url": "https://futureadvisor.com/401k/advanced-micro-devices-inc", "aum": 597649264.0, "er": 0.39125, "size": 6213.0}, {"fee": 295.34587500000004, "name": "PACCAR Inc", "url": "https://futureadvisor.com/401k/paccar-inc", "aum": 1679187340.0, "er": 0.389125, "size": 6388.0}, {"fee": 502.90777808699994, "name": "Symantec Corporation", "url": "https://futureadvisor.com/401k/symantec-corporation", "aum": 775220707.0, "er": 0.662592593, "size": 10394.0}, {"fee": 433.84982153699997, "name": "AOL Inc.", "url": "https://futureadvisor.com/401k/aol-inc", "aum": 489075525.0, "er": 0.5716071429999999, "size": 8785.0}, {"fee": 368.115, "name": "Bloomberg L.P.", "url": "https://futureadvisor.com/401k/bloomberg-l-p", "aum": 765403044.0, "er": 0.485, "size": 7984.0}, {"fee": 240.119999724, "name": "Nokia Corporation", "url": "https://futureadvisor.com/401k/nokia-corporation", "aum": 581187133.0, "er": 0.316363636, "size": 5831.0}, {"fee": 419.864999862, "name": "CH2M Hill Companies, Ltd. ", "url": "https://futureadvisor.com/401k/ch2m-hill-companies-ltd", "aum": 1999318001.0, "er": 0.553181818, "size": 18338.0}, {"fee": 416.574230886, "name": "Nissan North America, Inc.", "url": "https://futureadvisor.com/401k/nissan-north-america-inc", "aum": 1447848231.0, "er": 0.548846154, "size": 14158.0}, {"fee": 448.316000253, "name": "Toyota Motor Engineering & Manufacturing North America, Inc.", "url": "https://futureadvisor.com/401k/toyota-motor-engineering-manufacturing-north-america-inc", "aum": 1840516732.0, "er": 0.590666667, "size": 17893.0}, {"fee": 387.09000000000003, "name": "The Walt Disney Company", "url": "https://futureadvisor.com/401k/the-walt-disney-company", "aum": 3176162457.0, "er": 0.51, "size": 38718.0}, {"fee": 126.500000253, "name": "American Express Company and its Participating Subsidiaries ", "url": "https://futureadvisor.com/401k/american-express-company-and-its-participating-subsidiaries", "aum": 3332862779.0, "er": 0.166666667, "size": 35874.0}, {"fee": 317.225857179, "name": "Chevron Corporation", "url": "https://futureadvisor.com/401k/chevron-corporation", "aum": 14948683199.0, "er": 0.41795238100000004, "size": 37521.0}, {"fee": 527.505, "name": "The Coca-Cola Company", "url": "https://futureadvisor.com/401k/the-coca-cola-company", "aum": 1838052897.0, "er": 0.695, "size": 10863.0}, {"fee": 517.638, "name": "Puget Sound Energy, Inc.", "url": "https://futureadvisor.com/401k/puget-sound-energy-inc", "aum": 557375381.0, "er": 0.682, "size": 3696.0}, {"fee": 173.214643074, "name": "Medtronic, Inc.", "url": "https://futureadvisor.com/401k/medtronic-inc", "aum": 3747733000.0, "er": 0.22821428600000002, "size": 30590.0}, {"fee": 248.48999973600002, "name": "Harris Corporation", "url": "https://futureadvisor.com/401k/harris-corporation", "aum": 2837177243.0, "er": 0.327391304, "size": 19441.0}, {"fee": 513.930577215, "name": "URS Corporation", "url": "https://futureadvisor.com/401k/urs-corporation", "aum": 2522547523.0, "er": 0.677115385, "size": 38526.0}, {"fee": 527.0099999339999, "name": "Parsons Brinckerhoff Inc.", "url": "https://futureadvisor.com/401k/parsons-brinckerhoff-inc", "aum": 692646000.0, "er": 0.6943478259999999, "size": 7684.0}, {"fee": 181.36105231200003, "name": "Canon USA Inc.", "url": "https://futureadvisor.com/401k/canon-usa-inc", "aum": 772520864.0, "er": 0.23894736800000002, "size": 10238.0}, {"fee": 313.233461772, "name": "Herman Miller, Inc.", "url": "https://futureadvisor.com/401k/herman-miller-inc", "aum": 437546667.0, "er": 0.41269230799999995, "size": 5322.0}, {"fee": 158.21355, "name": "The Vanguard Group, Inc.", "url": "https://futureadvisor.com/401k/the-vanguard-group-inc", "aum": 2138654408.0, "er": 0.20845, "size": 14624.0}, {"fee": 155.886922785, "name": "Texas Instruments Incorporated", "url": "https://futureadvisor.com/401k/texas-instruments-incorporated", "aum": 2023157376.0, "er": 0.205384615, "size": 17450.0}, {"fee": 290.22714256800003, "name": "Qualcomm Incorporated", "url": "https://futureadvisor.com/401k/qualcomm-incorporated", "aum": 1464081414.0, "er": 0.38238095200000005, "size": 13792.0}, {"fee": 371.277500253, "name": "Mastercard International Incorporated", "url": "https://futureadvisor.com/401k/mastercard-international-incorporated", "aum": 602733835.0, "er": 0.48916666700000005, "size": 4421.0}, {"fee": 358.5516, "name": "KPMG LLP", "url": "https://futureadvisor.com/401k/kpmg-llp", "aum": 2300203107.0, "er": 0.4724, "size": 29037.0}, {"fee": 203.03250000000003, "name": "Bain and Company, Inc.", "url": "https://futureadvisor.com/401k/bain-and-company-inc", "aum": 336528652.0, "er": 0.2675, "size": 3518.0}, {"fee": 168.288620742, "name": "SAP America, Inc.", "url": "https://futureadvisor.com/401k/sap-america-inc", "aum": 1241678810.0, "er": 0.22172413800000002, "size": 11269.0}, {"fee": 422.35187474699995, "name": "NetApp", "url": "https://futureadvisor.com/401k/netapp", "aum": 441411927.0, "er": 0.5564583329999999, "size": 5740.0}, {"fee": 292.757143074, "name": "Autodesk, Inc.", "url": "https://futureadvisor.com/401k/autodesk-inc", "aum": 393597540.0, "er": 0.385714286, "size": 3927.0}, {"fee": 326.117000253, "name": "Micron Technology", "url": "https://futureadvisor.com/401k/micron-technology", "aum": 824172163.0, "er": 0.429666667, "size": 10601.0}, {"fee": 364.952499747, "name": "The Charles Schwab Corporation", "url": "https://futureadvisor.com/401k/the-charles-schwab-corporation", "aum": 1997039237.0, "er": 0.480833333, "size": 16899.0}, {"fee": 317.153571537, "name": "BlackRock, Inc.", "url": "https://futureadvisor.com/401k/blackrock-inc", "aum": 487796646.0, "er": 0.417857143, "size": 4754.0}, {"fee": 417.7536, "name": "SAS Institute, Inc.", "url": "https://futureadvisor.com/401k/sas-institute-inc", "aum": 1144683344.0, "er": 0.5504, "size": 6589.0}, {"fee": 279.986666751, "name": "Agilent Technologies, Inc.", "url": "https://futureadvisor.com/401k/agilent-technologies-inc", "aum": 1663491210.0, 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