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Illinois Corn Planting Progress 1980 to 2009
Raw
readme.md

This is an interactive visualization of Illinois corn planting progress from 1980 to 2009.

Raw
corn_planting_data.json
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]}
Raw
corn_yields_1980_to_2008.csv
year state_total
1980 93
1981 126
1982 131
1983 79
1984 114
1985 135
1986 135
1987 132
1988 73
1989 123
1990 127
1991 107
1992 149
1993 130
1994 156
1995 113
1996 136
1997 129
1998 141
1999 140
2000 151
2001 152
2002 135
2003 164
2004 180
2005 143
2006 163
2007 175
2008 179
2009 179
2010 179
2011 179
2012 179
2013 179
Raw
d3.charting.min.js
!function(){function E(a,b){return+a.date<+b.date?-1:+a.date>+b.date?1:0}function F(a,g,h){var n=h.map(function(a){return+a.state_total}),o=linearRegression(n,d3.range(n.length));h.forEach(function(a){var b=+a.year;j[b]=+a.state_total,i[b]=+a.state_total+o.slope*(k-b)}),B.domain([0,d3.max(d3.values(i))]),m=g,d=d3.keys(m),e=d3.min(d),f=d3.max(d),$("#year-slider").slider({range:!0,min:+e,max:+f,values:[+e,+f],slide:function(a,b){$("#amount").val(b.values[0]+" - "+b.values[1]),I(b.values[0],b.values[1])}}),$("#amount").val($("#year-slider").slider("values",0)+" - "+$("#year-slider").slider("values",1)),s.append("g").attr("class","axis x").attr("transform","translate(0,"+c+")").call(w).append("text").attr("x",b).attr("y",35).style("text-anchor","end").text("Planting Progress Date"),s.append("g").attr("class","axis y").call(z).append("text").attr("y",-10).style("text-anchor","start").text(x),s.append("g").attr("class","axis y").attr("transform","translate("+b+",0)").call(C).append("text").attr("y",-10).style("text-anchor","end").text(A);var p=s.append("g");d3.entries(m).forEach(function(a){var b=l(a.key-e);p.append("path").attr("stroke",b).on("mouseover",K).on("mouseout",L).attr("class","line").attr("id","year-"+a.key).attr("d",D(a.value.sort(E)))}),t=d3.scale.linear().range(y.domain()).domain(B.domain()),s.append("g").selectAll("path").data(d3.entries(i)).enter().append("path").attr("class","marker").attr("id",function(a){return"marker-"+a.key}).attr("transform",G).attr("d",d3.svg.symbol().type(d3.svg.symbolTypes[1])),I(e,f)}function G(a){var b=m[a.key],c={};d3.values(b).forEach(function(a){return c[+a.percentage]=+a.date});var d=c[H(d3.keys(c),t(a.value))];n[a.key]=d;var e=v(d3.time.day.offset(o,d));return"translate("+e+","+B(a.value)+")"}function H(a,b){var c=_.map(a,function(a){return[a,Math.abs(a-b)]});return _.reduce(c,function(a,b){return a[1]<b[1]?a:b},[-1,999])[0]}function I(a,b){d3.selectAll(".line").style("visibility","hidden"),d3.selectAll(".marker").style("visibility","hidden"),d3.range(a,b+1).forEach(function(a){d3.select("#year-"+a).style("visibility","visible"),d3.select("#marker-"+a).style("visibility","visible")})}function J(){var a=$("#progress-slider").slider("values",0),b=$("#progress-slider").slider("values",1);v.domain([d3.time.day.offset(o,a),d3.time.day.offset(o,b)]),s.selectAll(".axis.x").call(w),d3.entries(m).forEach(function(c){var d=c.value.filter(function(c){return+c.date>=a&&+c.date<=b});d=d.sort(E);var e=d3.max(d,function(a){return null==a.percentage?0/0:+a.percentage});e&&d3.select("#year-"+c.key).data([d]).attr("d",D),d3.select("#marker-"+c.key).attr("transform",G);var f=n[c.key],g="visible";(a>f||f>b)&&(g="hidden"),d3.select("#marker-"+c.key).style("visibility",g)})}function K(){var a="#"+this.id,b=this.id.split("-")[1];d3.selectAll(".line").style("opacity",.1),d3.selectAll(".marker").style("opacity",.1),d3.select(a).style("opacity",1),d3.select("#marker-"+b).style("opacity",1),d3.select("#selectedYear").text(b),d3.select("#selectedYield").text(j[b]+" bu/acre"),d3.select("#selectedDetrendedYield").text(i[b].toFixed(2)+" bu/acre")}function L(){d3.selectAll(".line").style("opacity",1),d3.selectAll(".marker").style("opacity",1),d3.select("#selectedYear").text(""),d3.select("#selectedYield").text(""),d3.select("#selectedDetrendedYield").text("")}var e,f,a=40,b=parseInt(d3.select("#chart").style("width"))-a-a,c=parseInt(d3.select("#chart").style("height"))-a-a,d=[],i={},j={},k=2009,l=d3.scale.category20b(),m={},n={},o=new Date(2013,3,1),p=new Date(2013,5,30),q=Math.abs(o.getTime()-p.getTime()),r=Math.ceil(q/864e5),s=d3.select("#chart").append("svg").attr("width",b+a+a).attr("height",c+a+a).append("g").attr("transform","translate("+a+","+a+")"),t=d3.scale.linear(),u=d3.time.format("%b-%d"),v=d3.time.scale().domain([o,p]).range([0,b]),w=d3.svg.axis().scale(v).tickFormat(u).orient("bottom"),x="Planting Progress (in %)",y=d3.scale.linear().range([c,0]).domain([0,100]),z=d3.svg.axis().scale(y).ticks(4).orient("left"),A="Yield (bu/acre)",B=d3.scale.linear().range([c,0]),C=d3.svg.axis().scale(B).ticks(4).orient("right"),D=d3.svg.line().defined(function(a){return null!=a.percentage}).x(function(a){return v(d3.time.day.offset(o,+a.date))}).y(function(a){return y(+a.percentage)});$("#progress-slider").slider({range:!0,min:0,max:r,values:[0,r],slide:function(a,b){$("#progress").val(u(d3.time.day.offset(o,+b.values[0]))+" - "+u(d3.time.day.offset(o,+b.values[1]))),J()}}),$("#progress").val(u(d3.time.day.offset(o,$("#progress-slider").slider("values",0)))+" - "+u(d3.time.day.offset(o,$("#progress-slider").slider("values",1)))),queue().defer(d3.json,"corn_planting_data.json").defer(d3.csv,"corn_yields_1980_to_2008.csv").await(F)}();
Raw
data_analysis.js
function linearRegression(y, x) {
var lr = {};
var sum_x = 0;
var sum_y = 0;
var sum_xy = 0;
var sum_xx = 0;
var sum_yy = 0;
var n = 0;
for (var i = 0; i < y.length; i++) {
if (y[i]) {
sum_x += x[i];
sum_y += y[i];
sum_xy += (x[i] * y[i]);
sum_xx += (x[i] * x[i]);
sum_yy += (y[i] * y[i]);
n++;
}
}
lr['slope'] = (n * sum_xy - sum_x * sum_y) / (n * sum_xx - sum_x * sum_x);
lr['intercept'] = (sum_y - lr.slope * sum_x) / n;
lr['r2'] = Math.pow((n * sum_xy - sum_x * sum_y) / Math.sqrt((n * sum_xx - sum_x * sum_x) * (n * sum_yy - sum_y * sum_y)), 2);
return lr;
}
Raw
index.html
<!doctype html>
<html>
<head>
<meta charset="utf-8"/>
<title>Illinois Corn Planting Progress 1980 to 2009</title>
<link rel="stylesheet" href="http://code.jquery.com/ui/1.10.3/themes/smoothness/jquery-ui.css"/>
<script src="http://code.jquery.com/jquery-1.9.1.js"></script>
<script src="http://code.jquery.com/ui/1.10.3/jquery-ui.js"></script>
<style>
body, html {
font-family: "Helvetica", "Arial", "FreeSans", "Verdana", "Tahoma", "Lucida Sans", "Lucida Sans Unicode", "Luxi Sans", sans-serif;
overflow: hidden;
margin: 0;
padding: 0;
width: 960px;
height: 500px;
}
.year-slider {
margin-bottom: 60px;
width: 10%;
}
#main {
background-image: url(logo4.png);
background-repeat: no-repeat;
background-position: 95% 130%;
}
#chart {
width: 70%;
height: 500px;
float: left;
}
#filter {
width: 20%;
height: 350px;
padding: 15px;
overflow-y: hidden;
position: relative;
}
.axis path,
.axis line {
fill: none;
stroke: #000;
shape-rendering: crispEdges;
}
.axis.x, .axis.y text {
font-size: 10px;
}
.line {
fill: none;
opacity: 1;
stroke-width: 2px;
}
.marker {
opacity: 1;
}
.info {
height: 35px;
}
#mouse-over-information p {
font-size: 10px;
}
#selectedYear, #selectedYield, #selectedDetrendedYield {
color: #003af6;
font-weight: bold;
}
</style>
</head>
<body>
<div id="main">
<div id="chart"></div>
<div id="filter">
<p><b>Filters:</b></p>
<p>
<label for="amount">Year Range:</label>
<input type="text" id="amount" style="border: 0; color: #003af6; font-weight: bold;"/>
</p>
<div id="year-slider"></div>
<p>
<label for="progress">Planting Progress Range:</label>
<input type="text" id="progress" style="border: 0; color: #003af6; font-weight: bold;"/>
</p>
<div id="progress-slider"></div>
<div id="mouse-over-information">
<div class="info">
<p>Selected Planting Progress Year</p>
<p id="selectedYear"></p>
</div>
<div class="info">
<p>State Average Yield</p>
<p id="selectedYield"></p>
</div>
<div class="info">
<p>State Average Yield Detrended to 2009</p>
<p id="selectedDetrendedYield"></p>
</div>
</div>
</div>
<div style="clear:both;"></div>
</div>
<script src="http://d3js.org/d3.v3.min.js"></script>
<script src="http://d3js.org/queue.v1.min.js"></script>
<script src="http://underscorejs.org/underscore-min.js"></script>
<script src="d3.charting.min.js"></script>
<script src="data_analysis.js"></script>
</body>
</html>
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